From 39ba75ab5500072ca43ef8337a7138e148bd1df5 Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Thu, 2 Nov 2023 17:56:56 +0100 Subject: [PATCH 01/13] Update networkx and remove pyparsing limitation --- nncf/common/graph/graph.py | 35 ++----------- .../quantizer_propagation/graph.py | 4 +- nncf/common/utils/dot_file_rw.py | 50 +++++++++++++++++-- setup.py | 8 +-- 4 files changed, 52 insertions(+), 45 deletions(-) diff --git a/nncf/common/graph/graph.py b/nncf/common/graph/graph.py index f3633772f72..fb9ba8ac5a2 100644 --- a/nncf/common/graph/graph.py +++ b/nncf/common/graph/graph.py @@ -22,6 +22,7 @@ from nncf.common.graph.operator_metatypes import OUTPUT_NOOP_METATYPES from nncf.common.graph.operator_metatypes import OperatorMetatype from nncf.common.graph.patterns import GraphPattern +from nncf.common.utils.dot_file_rw import relabel_graph_for_dot_visualization from nncf.common.utils.dot_file_rw import write_dot_graph NNCFNodeName = str @@ -603,7 +604,7 @@ def get_graph_for_structure_analysis(self, extended: bool = False) -> nx.DiGraph else: attrs_edge["label"] = ", ".join((f"{k}:{v}" for k, v in label.items())) out_graph.add_edge(u, v, **attrs_edge) - return relabel_graph_for_dot_visualization(out_graph) + return out_graph def _get_graph_for_visualization(self) -> nx.DiGraph: """ @@ -634,7 +635,7 @@ def _get_graph_for_visualization(self) -> nx.DiGraph: for node in out_graph.nodes.values(): node.pop("label") - return relabel_graph_for_dot_visualization(out_graph) + return out_graph def get_node_by_name(self, name: NNCFNodeName) -> NNCFNode: node_ids = self._node_name_to_node_id_map.get(name, None) @@ -762,33 +763,3 @@ def find_matching_subgraphs(self, patterns: GraphPattern, strict: bool = True) - return output -def relabel_graph_for_dot_visualization(nx_graph: nx.Graph) -> nx.Graph: - """ - Relabels NetworkX graph nodes to exclude reserved symbols in keys. - In case replaced names match for two different nodes, integer index is added to its keys. - While nodes keys are being updated, visualized nodes names corresponds to the original nodes names. - - :param nx_graph: NetworkX graph to visualize via dot. - :return: NetworkX graph with reserved symbols in nodes keys replaced. - """ - # .dot format reserves ':' character in node names - __RESERVED_DOT_CHARACTER = ":" - __CHARACTER_REPLACE_TO = "^" - - hits = defaultdict(lambda: 0) - mapping = {} - for original_name in nx_graph.nodes(): - dot_name = original_name.replace(__RESERVED_DOT_CHARACTER, __CHARACTER_REPLACE_TO) - hits[dot_name] += 1 - if hits[dot_name] > 1: - dot_name = f"{dot_name}_{hits}" - if original_name != dot_name: - mapping[original_name] = dot_name - - relabeled_graph = nx.relabel_nodes(nx_graph, mapping) - nx.set_node_attributes( - relabeled_graph, - name="label", - values={dot_key: original_key for original_key, dot_key in mapping.items()}, - ) - return relabeled_graph diff --git a/nncf/common/quantization/quantizer_propagation/graph.py b/nncf/common/quantization/quantizer_propagation/graph.py index 0adadc627b9..7d4f22bf6c5 100644 --- a/nncf/common/quantization/quantizer_propagation/graph.py +++ b/nncf/common/quantization/quantizer_propagation/graph.py @@ -20,7 +20,7 @@ from nncf import nncf_logger from nncf.common.graph import NNCFNode from nncf.common.graph import NNCFNodeName -from nncf.common.graph.graph import relabel_graph_for_dot_visualization +from nncf.common.utils.dot_file_rw import relabel_graph_for_dot_visualization from nncf.common.graph.operator_metatypes import INPUT_NOOP_METATYPES from nncf.common.graph.operator_metatypes import OUTPUT_NOOP_METATYPES from nncf.common.graph.operator_metatypes import NoopMetatype @@ -997,7 +997,7 @@ def get_visualized_graph(self): label="Unified group {}".format(gid), ) - return relabel_graph_for_dot_visualization(out_graph) + return out_graph def traverse_graph( self, diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index a67dd9d5df8..ea4a0a696b7 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.py @@ -10,15 +10,17 @@ # limitations under the License. import pathlib +from collections import defaultdict import networkx as nx def write_dot_graph(G: nx.DiGraph, path: pathlib.Path): # 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. This limits the networkx version in - # NNCF to 2.8.3 unless this is fixed upstream or an inconvenient workaround is made in NNCF. - nx.nx_pydot.write_dot(G, str(path)) + # error. See https://github.com/networkx/networkx/issues/5962. If `relabel` is True in this function, + # then the colons (:) will be replaced with (^) symbols. + relabeled = relabel_graph_for_dot_visualization(G) + nx.nx_pydot.write_dot(relabeled, str(path)) def get_graph_without_data(G: nx.DiGraph) -> nx.DiGraph: @@ -36,4 +38,44 @@ def get_graph_without_data(G: nx.DiGraph) -> nx.DiGraph: def read_dot_graph(path: pathlib.Path) -> nx.DiGraph: - return nx.nx_pydot.read_dot(str(path)) + loaded: nx.DiGraph = nx.nx_pydot.read_dot(str(path)) + return relabel_graph_for_dot_visualization(loaded, from_reference=True) + + +def relabel_graph_for_dot_visualization(nx_graph: nx.Graph, from_reference: bool = False) -> nx.DiGraph: + """ + Relabels NetworkX graph nodes to exclude reserved symbols in keys. + In case replaced names match for two different nodes, integer index is added to its keys. + While nodes keys are being updated, visualized nodes names corresponds to the original nodes names. + + :param nx_graph: NetworkX graph to visualize via dot. + :return: NetworkX graph with reserved symbols in nodes keys replaced. + """ + + # .dot format reserves ':' character in node names + if not from_reference: + # dumping to disk + __CHARACTER_REPLACE_FROM = ":" + __CHARACTER_REPLACE_TO = "^" + else: + # loading from disk + __CHARACTER_REPLACE_FROM = "^" + __CHARACTER_REPLACE_TO = ":" + + hits = defaultdict(lambda: 0) + mapping = {} + for original_name in nx_graph.nodes(): + dot_name = original_name.replace(__CHARACTER_REPLACE_FROM, __CHARACTER_REPLACE_TO) + hits[dot_name] += 1 + if hits[dot_name] > 1: + dot_name = f"{dot_name}_{hits}" + if original_name != dot_name: + mapping[original_name] = dot_name + + relabeled_graph = nx.relabel_nodes(nx_graph, mapping) + nx.set_node_attributes( + relabeled_graph, + name="label", + values={dot_key: original_key for original_key, dot_key in mapping.items()}, + ) + return relabeled_graph diff --git a/setup.py b/setup.py index 7663a33a528..05a8239ca71 100644 --- a/setup.py +++ b/setup.py @@ -104,7 +104,7 @@ def find_version(*file_paths): "jsonschema>=3.2.0", "jstyleson>=0.0.2", "natsort>=7.1.0", - "networkx>=2.6, <=2.8.2", # see ticket 94048 or https://github.com/networkx/networkx/issues/5962 + "networkx>=2.6, <=3.1", # see ticket 94048 or https://github.com/networkx/networkx/issues/5962 "ninja>=1.10.0.post2, <1.11", "numpy>=1.19.1, <1.27", "openvino-telemetry>=2023.2.0", @@ -113,12 +113,6 @@ def find_version(*file_paths): "psutil", "pydot>=1.4.1", "pymoo>=0.6.0.1", - # The recent pyparsing major version update seems to break - # integration with networkx - the graphs parsed from current .dot - # reference files no longer match against the graphs produced in tests. - # Using 2.x versions of pyparsing seems to fix the issue. - # Ticket: 69520 - "pyparsing<3.0", "rich>=13.5.2", "scikit-learn>=0.24.0", "scipy>=1.3.2", From 0ee3c5f2142690a032a6c92484184fbfd779bd38 Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Fri, 3 Nov 2023 11:14:13 +0100 Subject: [PATCH 02/13] Fix relabel fn --- nncf/common/utils/dot_file_rw.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index ea4a0a696b7..9b50ea48a57 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.py @@ -73,9 +73,7 @@ def relabel_graph_for_dot_visualization(nx_graph: nx.Graph, from_reference: bool mapping[original_name] = dot_name relabeled_graph = nx.relabel_nodes(nx_graph, mapping) - nx.set_node_attributes( - relabeled_graph, - name="label", - values={dot_key: original_key for original_key, dot_key in mapping.items()}, - ) + for _, node_data in nx_graph.nodes(data=True): + if "label" in node_data: + node_data["label"] = node_data["label"].replace(__CHARACTER_REPLACE_FROM, __CHARACTER_REPLACE_TO) return relabeled_graph From 6ea37dcaedb146035e88f6cc823818fa679fd29e Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Tue, 7 Nov 2023 14:37:46 +0100 Subject: [PATCH 03/13] Do relabeling on graph copies --- nncf/common/utils/dot_file_rw.py | 6 ++++-- tests/common/graph/test_dot_file_rw.py | 11 +++++++++++ 2 files changed, 15 insertions(+), 2 deletions(-) create mode 100644 tests/common/graph/test_dot_file_rw.py diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index 9b50ea48a57..4fe2a0c906b 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.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. - +import copy import pathlib from collections import defaultdict @@ -52,6 +52,8 @@ def relabel_graph_for_dot_visualization(nx_graph: nx.Graph, from_reference: bool :return: NetworkX graph with reserved symbols in nodes keys replaced. """ + nx_graph = copy.deepcopy(nx_graph) + # .dot format reserves ':' character in node names if not from_reference: # dumping to disk @@ -73,7 +75,7 @@ def relabel_graph_for_dot_visualization(nx_graph: nx.Graph, from_reference: bool mapping[original_name] = dot_name relabeled_graph = nx.relabel_nodes(nx_graph, mapping) - for _, node_data in nx_graph.nodes(data=True): + for _, node_data in relabeled_graph.nodes(data=True): if "label" in node_data: node_data["label"] = node_data["label"].replace(__CHARACTER_REPLACE_FROM, __CHARACTER_REPLACE_TO) return relabeled_graph diff --git a/tests/common/graph/test_dot_file_rw.py b/tests/common/graph/test_dot_file_rw.py new file mode 100644 index 00000000000..f3c7b6c3700 --- /dev/null +++ b/tests/common/graph/test_dot_file_rw.py @@ -0,0 +1,11 @@ +# Copyright (c) 2023 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 78df48a4d74afbd0238d35911acbcbe844c11145 Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Wed, 8 Nov 2023 13:28:37 +0100 Subject: [PATCH 04/13] Adjust labels --- .../quantization/densenet121.dot | 236 +++++------ .../quantization/googlenet.dot | 228 +++++------ .../quantization/inception_v3.dot | 376 +++++++++--------- .../quantization/mnasnet0_5.dot | 208 +++++----- .../quantization/mobilenet_v2.dot | 208 +++++----- .../quantization/mobilenet_v3_small.dot | 136 +++---- .../quantization/resnet18.dot | 80 ++-- .../quantization/resnet50_cpu_spr.dot | 160 ++++---- .../quantization/shufflenet_v2_x1_0.dot | 224 +++++------ .../googlenet-v3-pytorch.dot | 186 ++++----- .../mobilenet-v2-pytorch.dot | 68 ++-- .../original_nncf_graph/resnet-18-pytorch.dot | 38 +- .../mobilenet-v2-pytorch_performance.dot | 68 ++-- .../resnet-18-pytorch_performance.dot | 38 +- .../resnet-50-pytorch_performance_CPU_SPR.dot | 104 ++--- ...h4-window7-224_performance_transformer.dot | 30 +- .../swin-tiny-patch4-window7-224_sq.dot | 30 +- 17 files changed, 1209 insertions(+), 1209 deletions(-) diff --git a/tests/onnx/data/reference_graphs/quantization/densenet121.dot b/tests/onnx/data/reference_graphs/quantization/densenet121.dot index 462ce2a5d67..0a51e23b5f7 100644 --- a/tests/onnx/data/reference_graphs/quantization/densenet121.dot +++ b/tests/onnx/data/reference_graphs/quantization/densenet121.dot @@ -1,8 +1,8 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_1166_1" [id=2, label="2 QuantizeLinear_onnx::Conv_1166_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_1166_1" [id=3, label="3 DequantizeLinear_onnx::Conv_1166_1", type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_1166_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_1166_1" [id=3, type=DequantizeLinear]; "4 /features/conv0/Conv" [id=4, type=Conv]; "5 /features/relu0/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/features/relu0/Relu_output_0_1" [id=6, type=QuantizeLinear]; @@ -13,8 +13,8 @@ strict digraph { "11 /features/denseblock1/denselayer1/relu1/Relu" [id=11, type=Relu]; "12 QuantizeLinear_/features/denseblock1/denselayer1/relu1/Relu_output_0_1" [id=12, type=QuantizeLinear]; "13 DequantizeLinear_/features/denseblock1/denselayer1/relu1/Relu_output_0_1" [id=13, type=DequantizeLinear]; -"14 QuantizeLinear_onnx^^Conv_1169_1" [id=14, label="14 QuantizeLinear_onnx::Conv_1169_1", type=QuantizeLinear]; -"15 DequantizeLinear_onnx^^Conv_1169_1" [id=15, label="15 DequantizeLinear_onnx::Conv_1169_1", type=DequantizeLinear]; +"14 QuantizeLinear_onnx^^Conv_1169_1" [id=14, type=QuantizeLinear]; +"15 DequantizeLinear_onnx^^Conv_1169_1" [id=15, type=DequantizeLinear]; "16 /features/denseblock1/denselayer1/conv1/Conv" [id=16, type=Conv]; "17 /features/denseblock1/denselayer1/relu2/Relu" [id=17, type=Relu]; "18 QuantizeLinear_/features/denseblock1/denselayer1/relu2/Relu_output_0_1" [id=18, type=QuantizeLinear]; @@ -29,8 +29,8 @@ strict digraph { "27 /features/denseblock1/denselayer2/relu1/Relu" [id=27, type=Relu]; "28 QuantizeLinear_/features/denseblock1/denselayer2/relu1/Relu_output_0_1" [id=28, type=QuantizeLinear]; "29 DequantizeLinear_/features/denseblock1/denselayer2/relu1/Relu_output_0_1" [id=29, type=DequantizeLinear]; -"30 QuantizeLinear_onnx^^Conv_1172_1" [id=30, label="30 QuantizeLinear_onnx::Conv_1172_1", type=QuantizeLinear]; -"31 DequantizeLinear_onnx^^Conv_1172_1" [id=31, label="31 DequantizeLinear_onnx::Conv_1172_1", type=DequantizeLinear]; +"30 QuantizeLinear_onnx^^Conv_1172_1" [id=30, type=QuantizeLinear]; +"31 DequantizeLinear_onnx^^Conv_1172_1" [id=31, type=DequantizeLinear]; "32 /features/denseblock1/denselayer2/conv1/Conv" [id=32, type=Conv]; "33 /features/denseblock1/denselayer2/relu2/Relu" [id=33, type=Relu]; "34 QuantizeLinear_/features/denseblock1/denselayer2/relu2/Relu_output_0_1" [id=34, type=QuantizeLinear]; @@ -45,8 +45,8 @@ strict digraph { "43 /features/denseblock1/denselayer3/relu1/Relu" [id=43, type=Relu]; "44 QuantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" [id=44, type=QuantizeLinear]; "45 DequantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" [id=45, type=DequantizeLinear]; -"46 QuantizeLinear_onnx^^Conv_1175_1" [id=46, label="46 QuantizeLinear_onnx::Conv_1175_1", type=QuantizeLinear]; -"47 DequantizeLinear_onnx^^Conv_1175_1" [id=47, label="47 DequantizeLinear_onnx::Conv_1175_1", type=DequantizeLinear]; +"46 QuantizeLinear_onnx^^Conv_1175_1" [id=46, type=QuantizeLinear]; +"47 DequantizeLinear_onnx^^Conv_1175_1" [id=47, type=DequantizeLinear]; "48 /features/denseblock1/denselayer3/conv1/Conv" [id=48, type=Conv]; "49 /features/denseblock1/denselayer3/relu2/Relu" [id=49, type=Relu]; "50 QuantizeLinear_/features/denseblock1/denselayer3/relu2/Relu_output_0_1" [id=50, type=QuantizeLinear]; @@ -61,8 +61,8 @@ strict digraph { "59 /features/denseblock1/denselayer4/relu1/Relu" [id=59, type=Relu]; "60 QuantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" [id=60, type=QuantizeLinear]; "61 DequantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" [id=61, type=DequantizeLinear]; -"62 QuantizeLinear_onnx^^Conv_1178_1" [id=62, label="62 QuantizeLinear_onnx::Conv_1178_1", type=QuantizeLinear]; -"63 DequantizeLinear_onnx^^Conv_1178_1" [id=63, label="63 DequantizeLinear_onnx::Conv_1178_1", type=DequantizeLinear]; +"62 QuantizeLinear_onnx^^Conv_1178_1" [id=62, type=QuantizeLinear]; +"63 DequantizeLinear_onnx^^Conv_1178_1" [id=63, type=DequantizeLinear]; "64 /features/denseblock1/denselayer4/conv1/Conv" [id=64, type=Conv]; "65 /features/denseblock1/denselayer4/relu2/Relu" [id=65, type=Relu]; "66 QuantizeLinear_/features/denseblock1/denselayer4/relu2/Relu_output_0_1" [id=66, type=QuantizeLinear]; @@ -77,8 +77,8 @@ strict digraph { "75 /features/denseblock1/denselayer5/relu1/Relu" [id=75, type=Relu]; "76 QuantizeLinear_/features/denseblock1/denselayer5/relu1/Relu_output_0_1" [id=76, type=QuantizeLinear]; "77 DequantizeLinear_/features/denseblock1/denselayer5/relu1/Relu_output_0_1" [id=77, type=DequantizeLinear]; -"78 QuantizeLinear_onnx^^Conv_1181_1" [id=78, label="78 QuantizeLinear_onnx::Conv_1181_1", type=QuantizeLinear]; -"79 DequantizeLinear_onnx^^Conv_1181_1" [id=79, label="79 DequantizeLinear_onnx::Conv_1181_1", type=DequantizeLinear]; +"78 QuantizeLinear_onnx^^Conv_1181_1" [id=78, type=QuantizeLinear]; +"79 DequantizeLinear_onnx^^Conv_1181_1" [id=79, type=DequantizeLinear]; "80 /features/denseblock1/denselayer5/conv1/Conv" [id=80, type=Conv]; "81 /features/denseblock1/denselayer5/relu2/Relu" [id=81, type=Relu]; "82 QuantizeLinear_/features/denseblock1/denselayer5/relu2/Relu_output_0_1" [id=82, type=QuantizeLinear]; @@ -93,8 +93,8 @@ strict digraph { "91 /features/denseblock1/denselayer6/relu1/Relu" [id=91, type=Relu]; "92 QuantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" [id=92, type=QuantizeLinear]; "93 DequantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" [id=93, type=DequantizeLinear]; -"94 QuantizeLinear_onnx^^Conv_1184_1" [id=94, label="94 QuantizeLinear_onnx::Conv_1184_1", type=QuantizeLinear]; -"95 DequantizeLinear_onnx^^Conv_1184_1" [id=95, label="95 DequantizeLinear_onnx::Conv_1184_1", type=DequantizeLinear]; +"94 QuantizeLinear_onnx^^Conv_1184_1" [id=94, type=QuantizeLinear]; +"95 DequantizeLinear_onnx^^Conv_1184_1" [id=95, type=DequantizeLinear]; "96 /features/denseblock1/denselayer6/conv1/Conv" [id=96, type=Conv]; "97 /features/denseblock1/denselayer6/relu2/Relu" [id=97, type=Relu]; "98 QuantizeLinear_/features/denseblock1/denselayer6/relu2/Relu_output_0_1" [id=98, type=QuantizeLinear]; @@ -124,8 +124,8 @@ strict digraph { "122 /features/denseblock2/denselayer1/relu1/Relu" [id=122, type=Relu]; "123 QuantizeLinear_/features/denseblock2/denselayer1/relu1/Relu_output_0_1" [id=123, type=QuantizeLinear]; "124 DequantizeLinear_/features/denseblock2/denselayer1/relu1/Relu_output_0_1" [id=124, type=DequantizeLinear]; -"125 QuantizeLinear_onnx^^Conv_1187_1" [id=125, label="125 QuantizeLinear_onnx::Conv_1187_1", type=QuantizeLinear]; -"126 DequantizeLinear_onnx^^Conv_1187_1" [id=126, label="126 DequantizeLinear_onnx::Conv_1187_1", type=DequantizeLinear]; +"125 QuantizeLinear_onnx^^Conv_1187_1" [id=125, type=QuantizeLinear]; +"126 DequantizeLinear_onnx^^Conv_1187_1" [id=126, type=DequantizeLinear]; "127 /features/denseblock2/denselayer1/conv1/Conv" [id=127, type=Conv]; "128 /features/denseblock2/denselayer1/relu2/Relu" [id=128, type=Relu]; "129 QuantizeLinear_/features/denseblock2/denselayer1/relu2/Relu_output_0_1" [id=129, type=QuantizeLinear]; @@ -140,8 +140,8 @@ strict digraph { "138 /features/denseblock2/denselayer2/relu1/Relu" [id=138, type=Relu]; "139 QuantizeLinear_/features/denseblock2/denselayer2/relu1/Relu_output_0_1" [id=139, type=QuantizeLinear]; "140 DequantizeLinear_/features/denseblock2/denselayer2/relu1/Relu_output_0_1" [id=140, type=DequantizeLinear]; -"141 QuantizeLinear_onnx^^Conv_1190_1" [id=141, label="141 QuantizeLinear_onnx::Conv_1190_1", type=QuantizeLinear]; -"142 DequantizeLinear_onnx^^Conv_1190_1" [id=142, label="142 DequantizeLinear_onnx::Conv_1190_1", type=DequantizeLinear]; +"141 QuantizeLinear_onnx^^Conv_1190_1" [id=141, type=QuantizeLinear]; +"142 DequantizeLinear_onnx^^Conv_1190_1" [id=142, type=DequantizeLinear]; "143 /features/denseblock2/denselayer2/conv1/Conv" [id=143, type=Conv]; "144 /features/denseblock2/denselayer2/relu2/Relu" [id=144, type=Relu]; "145 QuantizeLinear_/features/denseblock2/denselayer2/relu2/Relu_output_0_1" [id=145, type=QuantizeLinear]; @@ -156,8 +156,8 @@ strict digraph { "154 /features/denseblock2/denselayer3/relu1/Relu" [id=154, type=Relu]; "155 QuantizeLinear_/features/denseblock2/denselayer3/relu1/Relu_output_0_1" [id=155, type=QuantizeLinear]; "156 DequantizeLinear_/features/denseblock2/denselayer3/relu1/Relu_output_0_1" [id=156, type=DequantizeLinear]; -"157 QuantizeLinear_onnx^^Conv_1193_1" [id=157, label="157 QuantizeLinear_onnx::Conv_1193_1", type=QuantizeLinear]; -"158 DequantizeLinear_onnx^^Conv_1193_1" [id=158, label="158 DequantizeLinear_onnx::Conv_1193_1", type=DequantizeLinear]; +"157 QuantizeLinear_onnx^^Conv_1193_1" [id=157, type=QuantizeLinear]; +"158 DequantizeLinear_onnx^^Conv_1193_1" [id=158, type=DequantizeLinear]; "159 /features/denseblock2/denselayer3/conv1/Conv" [id=159, type=Conv]; "160 /features/denseblock2/denselayer3/relu2/Relu" [id=160, type=Relu]; "161 QuantizeLinear_/features/denseblock2/denselayer3/relu2/Relu_output_0_1" [id=161, type=QuantizeLinear]; @@ -172,8 +172,8 @@ strict digraph { "170 /features/denseblock2/denselayer4/relu1/Relu" [id=170, type=Relu]; "171 QuantizeLinear_/features/denseblock2/denselayer4/relu1/Relu_output_0_1" [id=171, type=QuantizeLinear]; "172 DequantizeLinear_/features/denseblock2/denselayer4/relu1/Relu_output_0_1" [id=172, type=DequantizeLinear]; -"173 QuantizeLinear_onnx^^Conv_1196_1" [id=173, label="173 QuantizeLinear_onnx::Conv_1196_1", type=QuantizeLinear]; -"174 DequantizeLinear_onnx^^Conv_1196_1" [id=174, label="174 DequantizeLinear_onnx::Conv_1196_1", type=DequantizeLinear]; +"173 QuantizeLinear_onnx^^Conv_1196_1" [id=173, type=QuantizeLinear]; +"174 DequantizeLinear_onnx^^Conv_1196_1" [id=174, type=DequantizeLinear]; "175 /features/denseblock2/denselayer4/conv1/Conv" [id=175, type=Conv]; "176 /features/denseblock2/denselayer4/relu2/Relu" [id=176, type=Relu]; "177 QuantizeLinear_/features/denseblock2/denselayer4/relu2/Relu_output_0_1" [id=177, type=QuantizeLinear]; @@ -188,8 +188,8 @@ strict digraph { "186 /features/denseblock2/denselayer5/relu1/Relu" [id=186, type=Relu]; "187 QuantizeLinear_/features/denseblock2/denselayer5/relu1/Relu_output_0_1" [id=187, type=QuantizeLinear]; "188 DequantizeLinear_/features/denseblock2/denselayer5/relu1/Relu_output_0_1" [id=188, type=DequantizeLinear]; -"189 QuantizeLinear_onnx^^Conv_1199_1" [id=189, label="189 QuantizeLinear_onnx::Conv_1199_1", type=QuantizeLinear]; -"190 DequantizeLinear_onnx^^Conv_1199_1" [id=190, label="190 DequantizeLinear_onnx::Conv_1199_1", type=DequantizeLinear]; +"189 QuantizeLinear_onnx^^Conv_1199_1" [id=189, type=QuantizeLinear]; +"190 DequantizeLinear_onnx^^Conv_1199_1" [id=190, type=DequantizeLinear]; "191 /features/denseblock2/denselayer5/conv1/Conv" [id=191, type=Conv]; "192 /features/denseblock2/denselayer5/relu2/Relu" [id=192, type=Relu]; "193 QuantizeLinear_/features/denseblock2/denselayer5/relu2/Relu_output_0_1" [id=193, type=QuantizeLinear]; @@ -204,8 +204,8 @@ strict digraph { "202 /features/denseblock2/denselayer6/relu1/Relu" [id=202, type=Relu]; "203 QuantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" [id=203, type=QuantizeLinear]; "204 DequantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" [id=204, type=DequantizeLinear]; -"205 QuantizeLinear_onnx^^Conv_1202_1" [id=205, label="205 QuantizeLinear_onnx::Conv_1202_1", type=QuantizeLinear]; -"206 DequantizeLinear_onnx^^Conv_1202_1" [id=206, label="206 DequantizeLinear_onnx::Conv_1202_1", type=DequantizeLinear]; +"205 QuantizeLinear_onnx^^Conv_1202_1" [id=205, type=QuantizeLinear]; +"206 DequantizeLinear_onnx^^Conv_1202_1" [id=206, type=DequantizeLinear]; "207 /features/denseblock2/denselayer6/conv1/Conv" [id=207, type=Conv]; "208 /features/denseblock2/denselayer6/relu2/Relu" [id=208, type=Relu]; "209 QuantizeLinear_/features/denseblock2/denselayer6/relu2/Relu_output_0_1" [id=209, type=QuantizeLinear]; @@ -220,8 +220,8 @@ strict digraph { "218 /features/denseblock2/denselayer7/relu1/Relu" [id=218, type=Relu]; "219 QuantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" [id=219, type=QuantizeLinear]; "220 DequantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" [id=220, type=DequantizeLinear]; -"221 QuantizeLinear_onnx^^Conv_1205_1" [id=221, label="221 QuantizeLinear_onnx::Conv_1205_1", type=QuantizeLinear]; -"222 DequantizeLinear_onnx^^Conv_1205_1" [id=222, label="222 DequantizeLinear_onnx::Conv_1205_1", type=DequantizeLinear]; +"221 QuantizeLinear_onnx^^Conv_1205_1" [id=221, type=QuantizeLinear]; +"222 DequantizeLinear_onnx^^Conv_1205_1" [id=222, type=DequantizeLinear]; "223 /features/denseblock2/denselayer7/conv1/Conv" [id=223, type=Conv]; "224 /features/denseblock2/denselayer7/relu2/Relu" [id=224, type=Relu]; "225 QuantizeLinear_/features/denseblock2/denselayer7/relu2/Relu_output_0_1" [id=225, type=QuantizeLinear]; @@ -236,8 +236,8 @@ strict digraph { "234 /features/denseblock2/denselayer8/relu1/Relu" [id=234, type=Relu]; "235 QuantizeLinear_/features/denseblock2/denselayer8/relu1/Relu_output_0_1" [id=235, type=QuantizeLinear]; "236 DequantizeLinear_/features/denseblock2/denselayer8/relu1/Relu_output_0_1" [id=236, type=DequantizeLinear]; -"237 QuantizeLinear_onnx^^Conv_1208_1" [id=237, label="237 QuantizeLinear_onnx::Conv_1208_1", type=QuantizeLinear]; -"238 DequantizeLinear_onnx^^Conv_1208_1" [id=238, label="238 DequantizeLinear_onnx::Conv_1208_1", type=DequantizeLinear]; +"237 QuantizeLinear_onnx^^Conv_1208_1" [id=237, type=QuantizeLinear]; +"238 DequantizeLinear_onnx^^Conv_1208_1" [id=238, type=DequantizeLinear]; "239 /features/denseblock2/denselayer8/conv1/Conv" [id=239, type=Conv]; "240 /features/denseblock2/denselayer8/relu2/Relu" [id=240, type=Relu]; "241 QuantizeLinear_/features/denseblock2/denselayer8/relu2/Relu_output_0_1" [id=241, type=QuantizeLinear]; @@ -252,8 +252,8 @@ strict digraph { "250 /features/denseblock2/denselayer9/relu1/Relu" [id=250, type=Relu]; "251 QuantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" [id=251, type=QuantizeLinear]; "252 DequantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" [id=252, type=DequantizeLinear]; -"253 QuantizeLinear_onnx^^Conv_1211_1" [id=253, label="253 QuantizeLinear_onnx::Conv_1211_1", type=QuantizeLinear]; -"254 DequantizeLinear_onnx^^Conv_1211_1" [id=254, label="254 DequantizeLinear_onnx::Conv_1211_1", type=DequantizeLinear]; +"253 QuantizeLinear_onnx^^Conv_1211_1" [id=253, type=QuantizeLinear]; +"254 DequantizeLinear_onnx^^Conv_1211_1" [id=254, type=DequantizeLinear]; "255 /features/denseblock2/denselayer9/conv1/Conv" [id=255, type=Conv]; "256 /features/denseblock2/denselayer9/relu2/Relu" [id=256, type=Relu]; "257 QuantizeLinear_/features/denseblock2/denselayer9/relu2/Relu_output_0_1" [id=257, type=QuantizeLinear]; @@ -268,8 +268,8 @@ strict digraph { "266 /features/denseblock2/denselayer10/relu1/Relu" [id=266, type=Relu]; "267 QuantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" [id=267, type=QuantizeLinear]; "268 DequantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" [id=268, type=DequantizeLinear]; -"269 QuantizeLinear_onnx^^Conv_1214_1" [id=269, label="269 QuantizeLinear_onnx::Conv_1214_1", type=QuantizeLinear]; -"270 DequantizeLinear_onnx^^Conv_1214_1" [id=270, label="270 DequantizeLinear_onnx::Conv_1214_1", type=DequantizeLinear]; +"269 QuantizeLinear_onnx^^Conv_1214_1" [id=269, type=QuantizeLinear]; +"270 DequantizeLinear_onnx^^Conv_1214_1" [id=270, type=DequantizeLinear]; "271 /features/denseblock2/denselayer10/conv1/Conv" [id=271, type=Conv]; "272 /features/denseblock2/denselayer10/relu2/Relu" [id=272, type=Relu]; "273 QuantizeLinear_/features/denseblock2/denselayer10/relu2/Relu_output_0_1" [id=273, type=QuantizeLinear]; @@ -284,8 +284,8 @@ strict digraph { "282 /features/denseblock2/denselayer11/relu1/Relu" [id=282, type=Relu]; "283 QuantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" [id=283, type=QuantizeLinear]; "284 DequantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" [id=284, type=DequantizeLinear]; -"285 QuantizeLinear_onnx^^Conv_1217_1" [id=285, label="285 QuantizeLinear_onnx::Conv_1217_1", type=QuantizeLinear]; -"286 DequantizeLinear_onnx^^Conv_1217_1" [id=286, label="286 DequantizeLinear_onnx::Conv_1217_1", type=DequantizeLinear]; +"285 QuantizeLinear_onnx^^Conv_1217_1" [id=285, type=QuantizeLinear]; +"286 DequantizeLinear_onnx^^Conv_1217_1" [id=286, type=DequantizeLinear]; "287 /features/denseblock2/denselayer11/conv1/Conv" [id=287, type=Conv]; "288 /features/denseblock2/denselayer11/relu2/Relu" [id=288, type=Relu]; "289 QuantizeLinear_/features/denseblock2/denselayer11/relu2/Relu_output_0_1" [id=289, type=QuantizeLinear]; @@ -300,8 +300,8 @@ strict digraph { "298 /features/denseblock2/denselayer12/relu1/Relu" [id=298, type=Relu]; "299 QuantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" [id=299, type=QuantizeLinear]; "300 DequantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" [id=300, type=DequantizeLinear]; -"301 QuantizeLinear_onnx^^Conv_1220_1" [id=301, label="301 QuantizeLinear_onnx::Conv_1220_1", type=QuantizeLinear]; -"302 DequantizeLinear_onnx^^Conv_1220_1" [id=302, label="302 DequantizeLinear_onnx::Conv_1220_1", type=DequantizeLinear]; +"301 QuantizeLinear_onnx^^Conv_1220_1" [id=301, type=QuantizeLinear]; +"302 DequantizeLinear_onnx^^Conv_1220_1" [id=302, type=DequantizeLinear]; "303 /features/denseblock2/denselayer12/conv1/Conv" [id=303, type=Conv]; "304 /features/denseblock2/denselayer12/relu2/Relu" [id=304, type=Relu]; "305 QuantizeLinear_/features/denseblock2/denselayer12/relu2/Relu_output_0_1" [id=305, type=QuantizeLinear]; @@ -331,8 +331,8 @@ strict digraph { "329 /features/denseblock3/denselayer1/relu1/Relu" [id=329, type=Relu]; "330 QuantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" [id=330, type=QuantizeLinear]; "331 DequantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" [id=331, type=DequantizeLinear]; -"332 QuantizeLinear_onnx^^Conv_1223_1" [id=332, label="332 QuantizeLinear_onnx::Conv_1223_1", type=QuantizeLinear]; -"333 DequantizeLinear_onnx^^Conv_1223_1" [id=333, label="333 DequantizeLinear_onnx::Conv_1223_1", type=DequantizeLinear]; +"332 QuantizeLinear_onnx^^Conv_1223_1" [id=332, type=QuantizeLinear]; +"333 DequantizeLinear_onnx^^Conv_1223_1" [id=333, type=DequantizeLinear]; "334 /features/denseblock3/denselayer1/conv1/Conv" [id=334, type=Conv]; "335 /features/denseblock3/denselayer1/relu2/Relu" [id=335, type=Relu]; "336 QuantizeLinear_/features/denseblock3/denselayer1/relu2/Relu_output_0_1" [id=336, type=QuantizeLinear]; @@ -347,8 +347,8 @@ strict digraph { "345 /features/denseblock3/denselayer2/relu1/Relu" [id=345, type=Relu]; "346 QuantizeLinear_/features/denseblock3/denselayer2/relu1/Relu_output_0_1" [id=346, type=QuantizeLinear]; "347 DequantizeLinear_/features/denseblock3/denselayer2/relu1/Relu_output_0_1" [id=347, type=DequantizeLinear]; -"348 QuantizeLinear_onnx^^Conv_1226_1" [id=348, label="348 QuantizeLinear_onnx::Conv_1226_1", type=QuantizeLinear]; -"349 DequantizeLinear_onnx^^Conv_1226_1" [id=349, label="349 DequantizeLinear_onnx::Conv_1226_1", type=DequantizeLinear]; +"348 QuantizeLinear_onnx^^Conv_1226_1" [id=348, type=QuantizeLinear]; +"349 DequantizeLinear_onnx^^Conv_1226_1" [id=349, type=DequantizeLinear]; "350 /features/denseblock3/denselayer2/conv1/Conv" [id=350, type=Conv]; "351 /features/denseblock3/denselayer2/relu2/Relu" [id=351, type=Relu]; "352 QuantizeLinear_/features/denseblock3/denselayer2/relu2/Relu_output_0_1" [id=352, type=QuantizeLinear]; @@ -363,8 +363,8 @@ strict digraph { "361 /features/denseblock3/denselayer3/relu1/Relu" [id=361, type=Relu]; "362 QuantizeLinear_/features/denseblock3/denselayer3/relu1/Relu_output_0_1" [id=362, type=QuantizeLinear]; "363 DequantizeLinear_/features/denseblock3/denselayer3/relu1/Relu_output_0_1" [id=363, type=DequantizeLinear]; -"364 QuantizeLinear_onnx^^Conv_1229_1" [id=364, label="364 QuantizeLinear_onnx::Conv_1229_1", type=QuantizeLinear]; -"365 DequantizeLinear_onnx^^Conv_1229_1" [id=365, label="365 DequantizeLinear_onnx::Conv_1229_1", type=DequantizeLinear]; +"364 QuantizeLinear_onnx^^Conv_1229_1" [id=364, type=QuantizeLinear]; +"365 DequantizeLinear_onnx^^Conv_1229_1" [id=365, type=DequantizeLinear]; "366 /features/denseblock3/denselayer3/conv1/Conv" [id=366, type=Conv]; "367 /features/denseblock3/denselayer3/relu2/Relu" [id=367, type=Relu]; "368 QuantizeLinear_/features/denseblock3/denselayer3/relu2/Relu_output_0_1" [id=368, type=QuantizeLinear]; @@ -379,8 +379,8 @@ strict digraph { "377 /features/denseblock3/denselayer4/relu1/Relu" [id=377, type=Relu]; "378 QuantizeLinear_/features/denseblock3/denselayer4/relu1/Relu_output_0_1" [id=378, type=QuantizeLinear]; "379 DequantizeLinear_/features/denseblock3/denselayer4/relu1/Relu_output_0_1" [id=379, type=DequantizeLinear]; -"380 QuantizeLinear_onnx^^Conv_1232_1" [id=380, label="380 QuantizeLinear_onnx::Conv_1232_1", type=QuantizeLinear]; -"381 DequantizeLinear_onnx^^Conv_1232_1" [id=381, label="381 DequantizeLinear_onnx::Conv_1232_1", type=DequantizeLinear]; +"380 QuantizeLinear_onnx^^Conv_1232_1" [id=380, type=QuantizeLinear]; +"381 DequantizeLinear_onnx^^Conv_1232_1" [id=381, type=DequantizeLinear]; "382 /features/denseblock3/denselayer4/conv1/Conv" [id=382, type=Conv]; "383 /features/denseblock3/denselayer4/relu2/Relu" [id=383, type=Relu]; "384 QuantizeLinear_/features/denseblock3/denselayer4/relu2/Relu_output_0_1" [id=384, type=QuantizeLinear]; @@ -395,8 +395,8 @@ strict digraph { "393 /features/denseblock3/denselayer5/relu1/Relu" [id=393, type=Relu]; "394 QuantizeLinear_/features/denseblock3/denselayer5/relu1/Relu_output_0_1" [id=394, type=QuantizeLinear]; "395 DequantizeLinear_/features/denseblock3/denselayer5/relu1/Relu_output_0_1" [id=395, type=DequantizeLinear]; -"396 QuantizeLinear_onnx^^Conv_1235_1" [id=396, label="396 QuantizeLinear_onnx::Conv_1235_1", type=QuantizeLinear]; -"397 DequantizeLinear_onnx^^Conv_1235_1" [id=397, label="397 DequantizeLinear_onnx::Conv_1235_1", type=DequantizeLinear]; +"396 QuantizeLinear_onnx^^Conv_1235_1" [id=396, type=QuantizeLinear]; +"397 DequantizeLinear_onnx^^Conv_1235_1" [id=397, type=DequantizeLinear]; "398 /features/denseblock3/denselayer5/conv1/Conv" [id=398, type=Conv]; "399 /features/denseblock3/denselayer5/relu2/Relu" [id=399, type=Relu]; "400 QuantizeLinear_/features/denseblock3/denselayer5/relu2/Relu_output_0_1" [id=400, type=QuantizeLinear]; @@ -411,8 +411,8 @@ strict digraph { "409 /features/denseblock3/denselayer6/relu1/Relu" [id=409, type=Relu]; "410 QuantizeLinear_/features/denseblock3/denselayer6/relu1/Relu_output_0_1" [id=410, type=QuantizeLinear]; "411 DequantizeLinear_/features/denseblock3/denselayer6/relu1/Relu_output_0_1" [id=411, type=DequantizeLinear]; -"412 QuantizeLinear_onnx^^Conv_1238_1" [id=412, label="412 QuantizeLinear_onnx::Conv_1238_1", type=QuantizeLinear]; -"413 DequantizeLinear_onnx^^Conv_1238_1" [id=413, label="413 DequantizeLinear_onnx::Conv_1238_1", type=DequantizeLinear]; +"412 QuantizeLinear_onnx^^Conv_1238_1" [id=412, type=QuantizeLinear]; +"413 DequantizeLinear_onnx^^Conv_1238_1" [id=413, type=DequantizeLinear]; "414 /features/denseblock3/denselayer6/conv1/Conv" [id=414, type=Conv]; "415 /features/denseblock3/denselayer6/relu2/Relu" [id=415, type=Relu]; "416 QuantizeLinear_/features/denseblock3/denselayer6/relu2/Relu_output_0_1" [id=416, type=QuantizeLinear]; @@ -427,8 +427,8 @@ strict digraph { "425 /features/denseblock3/denselayer7/relu1/Relu" [id=425, type=Relu]; "426 QuantizeLinear_/features/denseblock3/denselayer7/relu1/Relu_output_0_1" [id=426, type=QuantizeLinear]; "427 DequantizeLinear_/features/denseblock3/denselayer7/relu1/Relu_output_0_1" [id=427, type=DequantizeLinear]; -"428 QuantizeLinear_onnx^^Conv_1241_1" [id=428, label="428 QuantizeLinear_onnx::Conv_1241_1", type=QuantizeLinear]; -"429 DequantizeLinear_onnx^^Conv_1241_1" [id=429, label="429 DequantizeLinear_onnx::Conv_1241_1", type=DequantizeLinear]; +"428 QuantizeLinear_onnx^^Conv_1241_1" [id=428, type=QuantizeLinear]; +"429 DequantizeLinear_onnx^^Conv_1241_1" [id=429, type=DequantizeLinear]; "430 /features/denseblock3/denselayer7/conv1/Conv" [id=430, type=Conv]; "431 /features/denseblock3/denselayer7/relu2/Relu" [id=431, type=Relu]; "432 QuantizeLinear_/features/denseblock3/denselayer7/relu2/Relu_output_0_1" [id=432, type=QuantizeLinear]; @@ -443,8 +443,8 @@ strict digraph { "441 /features/denseblock3/denselayer8/relu1/Relu" [id=441, type=Relu]; "442 QuantizeLinear_/features/denseblock3/denselayer8/relu1/Relu_output_0_1" [id=442, type=QuantizeLinear]; "443 DequantizeLinear_/features/denseblock3/denselayer8/relu1/Relu_output_0_1" [id=443, type=DequantizeLinear]; -"444 QuantizeLinear_onnx^^Conv_1244_1" [id=444, label="444 QuantizeLinear_onnx::Conv_1244_1", type=QuantizeLinear]; -"445 DequantizeLinear_onnx^^Conv_1244_1" [id=445, label="445 DequantizeLinear_onnx::Conv_1244_1", type=DequantizeLinear]; +"444 QuantizeLinear_onnx^^Conv_1244_1" [id=444, type=QuantizeLinear]; +"445 DequantizeLinear_onnx^^Conv_1244_1" [id=445, type=DequantizeLinear]; "446 /features/denseblock3/denselayer8/conv1/Conv" [id=446, type=Conv]; "447 /features/denseblock3/denselayer8/relu2/Relu" [id=447, type=Relu]; "448 QuantizeLinear_/features/denseblock3/denselayer8/relu2/Relu_output_0_1" [id=448, type=QuantizeLinear]; @@ -459,8 +459,8 @@ strict digraph { "457 /features/denseblock3/denselayer9/relu1/Relu" [id=457, type=Relu]; "458 QuantizeLinear_/features/denseblock3/denselayer9/relu1/Relu_output_0_1" [id=458, type=QuantizeLinear]; "459 DequantizeLinear_/features/denseblock3/denselayer9/relu1/Relu_output_0_1" [id=459, type=DequantizeLinear]; -"460 QuantizeLinear_onnx^^Conv_1247_1" [id=460, label="460 QuantizeLinear_onnx::Conv_1247_1", type=QuantizeLinear]; -"461 DequantizeLinear_onnx^^Conv_1247_1" [id=461, label="461 DequantizeLinear_onnx::Conv_1247_1", type=DequantizeLinear]; +"460 QuantizeLinear_onnx^^Conv_1247_1" [id=460, type=QuantizeLinear]; +"461 DequantizeLinear_onnx^^Conv_1247_1" [id=461, type=DequantizeLinear]; "462 /features/denseblock3/denselayer9/conv1/Conv" [id=462, type=Conv]; "463 /features/denseblock3/denselayer9/relu2/Relu" [id=463, type=Relu]; "464 QuantizeLinear_/features/denseblock3/denselayer9/relu2/Relu_output_0_1" [id=464, type=QuantizeLinear]; @@ -475,8 +475,8 @@ strict digraph { "473 /features/denseblock3/denselayer10/relu1/Relu" [id=473, type=Relu]; "474 QuantizeLinear_/features/denseblock3/denselayer10/relu1/Relu_output_0_1" [id=474, type=QuantizeLinear]; "475 DequantizeLinear_/features/denseblock3/denselayer10/relu1/Relu_output_0_1" [id=475, type=DequantizeLinear]; -"476 QuantizeLinear_onnx^^Conv_1250_1" [id=476, label="476 QuantizeLinear_onnx::Conv_1250_1", type=QuantizeLinear]; -"477 DequantizeLinear_onnx^^Conv_1250_1" [id=477, label="477 DequantizeLinear_onnx::Conv_1250_1", type=DequantizeLinear]; +"476 QuantizeLinear_onnx^^Conv_1250_1" [id=476, type=QuantizeLinear]; +"477 DequantizeLinear_onnx^^Conv_1250_1" [id=477, type=DequantizeLinear]; "478 /features/denseblock3/denselayer10/conv1/Conv" [id=478, type=Conv]; "479 /features/denseblock3/denselayer10/relu2/Relu" [id=479, type=Relu]; "480 QuantizeLinear_/features/denseblock3/denselayer10/relu2/Relu_output_0_1" [id=480, type=QuantizeLinear]; @@ -491,8 +491,8 @@ strict digraph { "489 /features/denseblock3/denselayer11/relu1/Relu" [id=489, type=Relu]; "490 QuantizeLinear_/features/denseblock3/denselayer11/relu1/Relu_output_0_1" [id=490, type=QuantizeLinear]; "491 DequantizeLinear_/features/denseblock3/denselayer11/relu1/Relu_output_0_1" [id=491, type=DequantizeLinear]; -"492 QuantizeLinear_onnx^^Conv_1253_1" [id=492, label="492 QuantizeLinear_onnx::Conv_1253_1", type=QuantizeLinear]; -"493 DequantizeLinear_onnx^^Conv_1253_1" [id=493, label="493 DequantizeLinear_onnx::Conv_1253_1", type=DequantizeLinear]; +"492 QuantizeLinear_onnx^^Conv_1253_1" [id=492, type=QuantizeLinear]; +"493 DequantizeLinear_onnx^^Conv_1253_1" [id=493, type=DequantizeLinear]; "494 /features/denseblock3/denselayer11/conv1/Conv" [id=494, type=Conv]; "495 /features/denseblock3/denselayer11/relu2/Relu" [id=495, type=Relu]; "496 QuantizeLinear_/features/denseblock3/denselayer11/relu2/Relu_output_0_1" [id=496, type=QuantizeLinear]; @@ -507,8 +507,8 @@ strict digraph { "505 /features/denseblock3/denselayer12/relu1/Relu" [id=505, type=Relu]; "506 QuantizeLinear_/features/denseblock3/denselayer12/relu1/Relu_output_0_1" [id=506, type=QuantizeLinear]; "507 DequantizeLinear_/features/denseblock3/denselayer12/relu1/Relu_output_0_1" [id=507, type=DequantizeLinear]; -"508 QuantizeLinear_onnx^^Conv_1256_1" [id=508, label="508 QuantizeLinear_onnx::Conv_1256_1", type=QuantizeLinear]; -"509 DequantizeLinear_onnx^^Conv_1256_1" [id=509, label="509 DequantizeLinear_onnx::Conv_1256_1", type=DequantizeLinear]; +"508 QuantizeLinear_onnx^^Conv_1256_1" [id=508, type=QuantizeLinear]; +"509 DequantizeLinear_onnx^^Conv_1256_1" [id=509, type=DequantizeLinear]; "510 /features/denseblock3/denselayer12/conv1/Conv" [id=510, type=Conv]; "511 /features/denseblock3/denselayer12/relu2/Relu" [id=511, type=Relu]; "512 QuantizeLinear_/features/denseblock3/denselayer12/relu2/Relu_output_0_1" [id=512, type=QuantizeLinear]; @@ -523,8 +523,8 @@ strict digraph { "521 /features/denseblock3/denselayer13/relu1/Relu" [id=521, type=Relu]; "522 QuantizeLinear_/features/denseblock3/denselayer13/relu1/Relu_output_0_1" [id=522, type=QuantizeLinear]; "523 DequantizeLinear_/features/denseblock3/denselayer13/relu1/Relu_output_0_1" [id=523, type=DequantizeLinear]; -"524 QuantizeLinear_onnx^^Conv_1259_1" [id=524, label="524 QuantizeLinear_onnx::Conv_1259_1", type=QuantizeLinear]; -"525 DequantizeLinear_onnx^^Conv_1259_1" [id=525, label="525 DequantizeLinear_onnx::Conv_1259_1", type=DequantizeLinear]; +"524 QuantizeLinear_onnx^^Conv_1259_1" [id=524, type=QuantizeLinear]; +"525 DequantizeLinear_onnx^^Conv_1259_1" [id=525, type=DequantizeLinear]; "526 /features/denseblock3/denselayer13/conv1/Conv" [id=526, type=Conv]; "527 /features/denseblock3/denselayer13/relu2/Relu" [id=527, type=Relu]; "528 QuantizeLinear_/features/denseblock3/denselayer13/relu2/Relu_output_0_1" [id=528, type=QuantizeLinear]; @@ -539,8 +539,8 @@ strict digraph { "537 /features/denseblock3/denselayer14/relu1/Relu" [id=537, type=Relu]; "538 QuantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" [id=538, type=QuantizeLinear]; "539 DequantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" [id=539, type=DequantizeLinear]; -"540 QuantizeLinear_onnx^^Conv_1262_1" [id=540, label="540 QuantizeLinear_onnx::Conv_1262_1", type=QuantizeLinear]; -"541 DequantizeLinear_onnx^^Conv_1262_1" [id=541, label="541 DequantizeLinear_onnx::Conv_1262_1", type=DequantizeLinear]; +"540 QuantizeLinear_onnx^^Conv_1262_1" [id=540, type=QuantizeLinear]; +"541 DequantizeLinear_onnx^^Conv_1262_1" [id=541, type=DequantizeLinear]; "542 /features/denseblock3/denselayer14/conv1/Conv" [id=542, type=Conv]; "543 /features/denseblock3/denselayer14/relu2/Relu" [id=543, type=Relu]; "544 QuantizeLinear_/features/denseblock3/denselayer14/relu2/Relu_output_0_1" [id=544, type=QuantizeLinear]; @@ -555,8 +555,8 @@ strict digraph { "553 /features/denseblock3/denselayer15/relu1/Relu" [id=553, type=Relu]; "554 QuantizeLinear_/features/denseblock3/denselayer15/relu1/Relu_output_0_1" [id=554, type=QuantizeLinear]; "555 DequantizeLinear_/features/denseblock3/denselayer15/relu1/Relu_output_0_1" [id=555, type=DequantizeLinear]; -"556 QuantizeLinear_onnx^^Conv_1265_1" [id=556, label="556 QuantizeLinear_onnx::Conv_1265_1", type=QuantizeLinear]; -"557 DequantizeLinear_onnx^^Conv_1265_1" [id=557, label="557 DequantizeLinear_onnx::Conv_1265_1", type=DequantizeLinear]; +"556 QuantizeLinear_onnx^^Conv_1265_1" [id=556, type=QuantizeLinear]; +"557 DequantizeLinear_onnx^^Conv_1265_1" [id=557, type=DequantizeLinear]; "558 /features/denseblock3/denselayer15/conv1/Conv" [id=558, type=Conv]; "559 /features/denseblock3/denselayer15/relu2/Relu" [id=559, type=Relu]; "560 QuantizeLinear_/features/denseblock3/denselayer15/relu2/Relu_output_0_1" [id=560, type=QuantizeLinear]; @@ -571,8 +571,8 @@ strict digraph { "569 /features/denseblock3/denselayer16/relu1/Relu" [id=569, type=Relu]; "570 QuantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" [id=570, type=QuantizeLinear]; "571 DequantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" [id=571, type=DequantizeLinear]; -"572 QuantizeLinear_onnx^^Conv_1268_1" [id=572, label="572 QuantizeLinear_onnx::Conv_1268_1", type=QuantizeLinear]; -"573 DequantizeLinear_onnx^^Conv_1268_1" [id=573, label="573 DequantizeLinear_onnx::Conv_1268_1", type=DequantizeLinear]; +"572 QuantizeLinear_onnx^^Conv_1268_1" [id=572, type=QuantizeLinear]; +"573 DequantizeLinear_onnx^^Conv_1268_1" [id=573, type=DequantizeLinear]; "574 /features/denseblock3/denselayer16/conv1/Conv" [id=574, type=Conv]; "575 /features/denseblock3/denselayer16/relu2/Relu" [id=575, type=Relu]; "576 QuantizeLinear_/features/denseblock3/denselayer16/relu2/Relu_output_0_1" [id=576, type=QuantizeLinear]; @@ -587,8 +587,8 @@ strict digraph { "585 /features/denseblock3/denselayer17/relu1/Relu" [id=585, type=Relu]; "586 QuantizeLinear_/features/denseblock3/denselayer17/relu1/Relu_output_0_1" [id=586, type=QuantizeLinear]; "587 DequantizeLinear_/features/denseblock3/denselayer17/relu1/Relu_output_0_1" [id=587, type=DequantizeLinear]; -"588 QuantizeLinear_onnx^^Conv_1271_1" [id=588, label="588 QuantizeLinear_onnx::Conv_1271_1", type=QuantizeLinear]; -"589 DequantizeLinear_onnx^^Conv_1271_1" [id=589, label="589 DequantizeLinear_onnx::Conv_1271_1", type=DequantizeLinear]; +"588 QuantizeLinear_onnx^^Conv_1271_1" [id=588, type=QuantizeLinear]; +"589 DequantizeLinear_onnx^^Conv_1271_1" [id=589, type=DequantizeLinear]; "590 /features/denseblock3/denselayer17/conv1/Conv" [id=590, type=Conv]; "591 /features/denseblock3/denselayer17/relu2/Relu" [id=591, type=Relu]; "592 QuantizeLinear_/features/denseblock3/denselayer17/relu2/Relu_output_0_1" [id=592, type=QuantizeLinear]; @@ -603,8 +603,8 @@ strict digraph { "601 /features/denseblock3/denselayer18/relu1/Relu" [id=601, type=Relu]; "602 QuantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" [id=602, type=QuantizeLinear]; "603 DequantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" [id=603, type=DequantizeLinear]; -"604 QuantizeLinear_onnx^^Conv_1274_1" [id=604, label="604 QuantizeLinear_onnx::Conv_1274_1", type=QuantizeLinear]; -"605 DequantizeLinear_onnx^^Conv_1274_1" [id=605, label="605 DequantizeLinear_onnx::Conv_1274_1", type=DequantizeLinear]; +"604 QuantizeLinear_onnx^^Conv_1274_1" [id=604, type=QuantizeLinear]; +"605 DequantizeLinear_onnx^^Conv_1274_1" [id=605, type=DequantizeLinear]; "606 /features/denseblock3/denselayer18/conv1/Conv" [id=606, type=Conv]; "607 /features/denseblock3/denselayer18/relu2/Relu" [id=607, type=Relu]; "608 QuantizeLinear_/features/denseblock3/denselayer18/relu2/Relu_output_0_1" [id=608, type=QuantizeLinear]; @@ -619,8 +619,8 @@ strict digraph { "617 /features/denseblock3/denselayer19/relu1/Relu" [id=617, type=Relu]; "618 QuantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" [id=618, type=QuantizeLinear]; "619 DequantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" [id=619, type=DequantizeLinear]; -"620 QuantizeLinear_onnx^^Conv_1277_1" [id=620, label="620 QuantizeLinear_onnx::Conv_1277_1", type=QuantizeLinear]; -"621 DequantizeLinear_onnx^^Conv_1277_1" [id=621, label="621 DequantizeLinear_onnx::Conv_1277_1", type=DequantizeLinear]; +"620 QuantizeLinear_onnx^^Conv_1277_1" [id=620, type=QuantizeLinear]; +"621 DequantizeLinear_onnx^^Conv_1277_1" [id=621, type=DequantizeLinear]; "622 /features/denseblock3/denselayer19/conv1/Conv" [id=622, type=Conv]; "623 /features/denseblock3/denselayer19/relu2/Relu" [id=623, type=Relu]; "624 QuantizeLinear_/features/denseblock3/denselayer19/relu2/Relu_output_0_1" [id=624, type=QuantizeLinear]; @@ -635,8 +635,8 @@ strict digraph { "633 /features/denseblock3/denselayer20/relu1/Relu" [id=633, type=Relu]; "634 QuantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" [id=634, type=QuantizeLinear]; "635 DequantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" [id=635, type=DequantizeLinear]; -"636 QuantizeLinear_onnx^^Conv_1280_1" [id=636, label="636 QuantizeLinear_onnx::Conv_1280_1", type=QuantizeLinear]; -"637 DequantizeLinear_onnx^^Conv_1280_1" [id=637, label="637 DequantizeLinear_onnx::Conv_1280_1", type=DequantizeLinear]; +"636 QuantizeLinear_onnx^^Conv_1280_1" [id=636, type=QuantizeLinear]; +"637 DequantizeLinear_onnx^^Conv_1280_1" [id=637, type=DequantizeLinear]; "638 /features/denseblock3/denselayer20/conv1/Conv" [id=638, type=Conv]; "639 /features/denseblock3/denselayer20/relu2/Relu" [id=639, type=Relu]; "640 QuantizeLinear_/features/denseblock3/denselayer20/relu2/Relu_output_0_1" [id=640, type=QuantizeLinear]; @@ -651,8 +651,8 @@ strict digraph { "649 /features/denseblock3/denselayer21/relu1/Relu" [id=649, type=Relu]; "650 QuantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" [id=650, type=QuantizeLinear]; "651 DequantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" [id=651, type=DequantizeLinear]; -"652 QuantizeLinear_onnx^^Conv_1283_1" [id=652, label="652 QuantizeLinear_onnx::Conv_1283_1", type=QuantizeLinear]; -"653 DequantizeLinear_onnx^^Conv_1283_1" [id=653, label="653 DequantizeLinear_onnx::Conv_1283_1", type=DequantizeLinear]; +"652 QuantizeLinear_onnx^^Conv_1283_1" [id=652, type=QuantizeLinear]; +"653 DequantizeLinear_onnx^^Conv_1283_1" [id=653, type=DequantizeLinear]; "654 /features/denseblock3/denselayer21/conv1/Conv" [id=654, type=Conv]; "655 /features/denseblock3/denselayer21/relu2/Relu" [id=655, type=Relu]; "656 QuantizeLinear_/features/denseblock3/denselayer21/relu2/Relu_output_0_1" [id=656, type=QuantizeLinear]; @@ -667,8 +667,8 @@ strict digraph { "665 /features/denseblock3/denselayer22/relu1/Relu" [id=665, type=Relu]; "666 QuantizeLinear_/features/denseblock3/denselayer22/relu1/Relu_output_0_1" [id=666, type=QuantizeLinear]; "667 DequantizeLinear_/features/denseblock3/denselayer22/relu1/Relu_output_0_1" [id=667, type=DequantizeLinear]; -"668 QuantizeLinear_onnx^^Conv_1286_1" [id=668, label="668 QuantizeLinear_onnx::Conv_1286_1", type=QuantizeLinear]; -"669 DequantizeLinear_onnx^^Conv_1286_1" [id=669, label="669 DequantizeLinear_onnx::Conv_1286_1", type=DequantizeLinear]; +"668 QuantizeLinear_onnx^^Conv_1286_1" [id=668, type=QuantizeLinear]; +"669 DequantizeLinear_onnx^^Conv_1286_1" [id=669, type=DequantizeLinear]; "670 /features/denseblock3/denselayer22/conv1/Conv" [id=670, type=Conv]; "671 /features/denseblock3/denselayer22/relu2/Relu" [id=671, type=Relu]; "672 QuantizeLinear_/features/denseblock3/denselayer22/relu2/Relu_output_0_1" [id=672, type=QuantizeLinear]; @@ -683,8 +683,8 @@ strict digraph { "681 /features/denseblock3/denselayer23/relu1/Relu" [id=681, type=Relu]; "682 QuantizeLinear_/features/denseblock3/denselayer23/relu1/Relu_output_0_1" [id=682, type=QuantizeLinear]; "683 DequantizeLinear_/features/denseblock3/denselayer23/relu1/Relu_output_0_1" [id=683, type=DequantizeLinear]; -"684 QuantizeLinear_onnx^^Conv_1289_1" [id=684, label="684 QuantizeLinear_onnx::Conv_1289_1", type=QuantizeLinear]; -"685 DequantizeLinear_onnx^^Conv_1289_1" [id=685, label="685 DequantizeLinear_onnx::Conv_1289_1", type=DequantizeLinear]; +"684 QuantizeLinear_onnx^^Conv_1289_1" [id=684, type=QuantizeLinear]; +"685 DequantizeLinear_onnx^^Conv_1289_1" [id=685, type=DequantizeLinear]; "686 /features/denseblock3/denselayer23/conv1/Conv" [id=686, type=Conv]; "687 /features/denseblock3/denselayer23/relu2/Relu" [id=687, type=Relu]; "688 QuantizeLinear_/features/denseblock3/denselayer23/relu2/Relu_output_0_1" [id=688, type=QuantizeLinear]; @@ -699,8 +699,8 @@ strict digraph { "697 /features/denseblock3/denselayer24/relu1/Relu" [id=697, type=Relu]; "698 QuantizeLinear_/features/denseblock3/denselayer24/relu1/Relu_output_0_1" [id=698, type=QuantizeLinear]; "699 DequantizeLinear_/features/denseblock3/denselayer24/relu1/Relu_output_0_1" [id=699, type=DequantizeLinear]; -"700 QuantizeLinear_onnx^^Conv_1292_1" [id=700, label="700 QuantizeLinear_onnx::Conv_1292_1", type=QuantizeLinear]; -"701 DequantizeLinear_onnx^^Conv_1292_1" [id=701, label="701 DequantizeLinear_onnx::Conv_1292_1", type=DequantizeLinear]; +"700 QuantizeLinear_onnx^^Conv_1292_1" [id=700, type=QuantizeLinear]; +"701 DequantizeLinear_onnx^^Conv_1292_1" [id=701, type=DequantizeLinear]; "702 /features/denseblock3/denselayer24/conv1/Conv" [id=702, type=Conv]; "703 /features/denseblock3/denselayer24/relu2/Relu" [id=703, type=Relu]; "704 QuantizeLinear_/features/denseblock3/denselayer24/relu2/Relu_output_0_1" [id=704, type=QuantizeLinear]; @@ -730,8 +730,8 @@ strict digraph { "728 /features/denseblock4/denselayer1/relu1/Relu" [id=728, type=Relu]; "729 QuantizeLinear_/features/denseblock4/denselayer1/relu1/Relu_output_0_1" [id=729, type=QuantizeLinear]; "730 DequantizeLinear_/features/denseblock4/denselayer1/relu1/Relu_output_0_1" [id=730, type=DequantizeLinear]; -"731 QuantizeLinear_onnx^^Conv_1295_1" [id=731, label="731 QuantizeLinear_onnx::Conv_1295_1", type=QuantizeLinear]; -"732 DequantizeLinear_onnx^^Conv_1295_1" [id=732, label="732 DequantizeLinear_onnx::Conv_1295_1", type=DequantizeLinear]; +"731 QuantizeLinear_onnx^^Conv_1295_1" [id=731, type=QuantizeLinear]; +"732 DequantizeLinear_onnx^^Conv_1295_1" [id=732, type=DequantizeLinear]; "733 /features/denseblock4/denselayer1/conv1/Conv" [id=733, type=Conv]; "734 /features/denseblock4/denselayer1/relu2/Relu" [id=734, type=Relu]; "735 QuantizeLinear_/features/denseblock4/denselayer1/relu2/Relu_output_0_1" [id=735, type=QuantizeLinear]; @@ -746,8 +746,8 @@ strict digraph { "744 /features/denseblock4/denselayer2/relu1/Relu" [id=744, type=Relu]; "745 QuantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" [id=745, type=QuantizeLinear]; "746 DequantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" [id=746, type=DequantizeLinear]; -"747 QuantizeLinear_onnx^^Conv_1298_1" [id=747, label="747 QuantizeLinear_onnx::Conv_1298_1", type=QuantizeLinear]; -"748 DequantizeLinear_onnx^^Conv_1298_1" [id=748, label="748 DequantizeLinear_onnx::Conv_1298_1", type=DequantizeLinear]; +"747 QuantizeLinear_onnx^^Conv_1298_1" [id=747, type=QuantizeLinear]; +"748 DequantizeLinear_onnx^^Conv_1298_1" [id=748, type=DequantizeLinear]; "749 /features/denseblock4/denselayer2/conv1/Conv" [id=749, type=Conv]; "750 /features/denseblock4/denselayer2/relu2/Relu" [id=750, type=Relu]; "751 QuantizeLinear_/features/denseblock4/denselayer2/relu2/Relu_output_0_1" [id=751, type=QuantizeLinear]; @@ -762,8 +762,8 @@ strict digraph { "760 /features/denseblock4/denselayer3/relu1/Relu" [id=760, type=Relu]; "761 QuantizeLinear_/features/denseblock4/denselayer3/relu1/Relu_output_0_1" [id=761, type=QuantizeLinear]; "762 DequantizeLinear_/features/denseblock4/denselayer3/relu1/Relu_output_0_1" [id=762, type=DequantizeLinear]; -"763 QuantizeLinear_onnx^^Conv_1301_1" [id=763, label="763 QuantizeLinear_onnx::Conv_1301_1", type=QuantizeLinear]; -"764 DequantizeLinear_onnx^^Conv_1301_1" [id=764, label="764 DequantizeLinear_onnx::Conv_1301_1", type=DequantizeLinear]; +"763 QuantizeLinear_onnx^^Conv_1301_1" [id=763, type=QuantizeLinear]; +"764 DequantizeLinear_onnx^^Conv_1301_1" [id=764, type=DequantizeLinear]; "765 /features/denseblock4/denselayer3/conv1/Conv" [id=765, type=Conv]; "766 /features/denseblock4/denselayer3/relu2/Relu" [id=766, type=Relu]; "767 QuantizeLinear_/features/denseblock4/denselayer3/relu2/Relu_output_0_1" [id=767, type=QuantizeLinear]; @@ -778,8 +778,8 @@ strict digraph { "776 /features/denseblock4/denselayer4/relu1/Relu" [id=776, type=Relu]; "777 QuantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" [id=777, type=QuantizeLinear]; "778 DequantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" [id=778, type=DequantizeLinear]; -"779 QuantizeLinear_onnx^^Conv_1304_1" [id=779, label="779 QuantizeLinear_onnx::Conv_1304_1", type=QuantizeLinear]; -"780 DequantizeLinear_onnx^^Conv_1304_1" [id=780, label="780 DequantizeLinear_onnx::Conv_1304_1", type=DequantizeLinear]; +"779 QuantizeLinear_onnx^^Conv_1304_1" [id=779, type=QuantizeLinear]; +"780 DequantizeLinear_onnx^^Conv_1304_1" [id=780, type=DequantizeLinear]; "781 /features/denseblock4/denselayer4/conv1/Conv" [id=781, type=Conv]; "782 /features/denseblock4/denselayer4/relu2/Relu" [id=782, type=Relu]; "783 QuantizeLinear_/features/denseblock4/denselayer4/relu2/Relu_output_0_1" [id=783, type=QuantizeLinear]; @@ -794,8 +794,8 @@ strict digraph { "792 /features/denseblock4/denselayer5/relu1/Relu" [id=792, type=Relu]; "793 QuantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" [id=793, type=QuantizeLinear]; "794 DequantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" [id=794, type=DequantizeLinear]; -"795 QuantizeLinear_onnx^^Conv_1307_1" [id=795, label="795 QuantizeLinear_onnx::Conv_1307_1", type=QuantizeLinear]; -"796 DequantizeLinear_onnx^^Conv_1307_1" [id=796, label="796 DequantizeLinear_onnx::Conv_1307_1", type=DequantizeLinear]; +"795 QuantizeLinear_onnx^^Conv_1307_1" [id=795, type=QuantizeLinear]; +"796 DequantizeLinear_onnx^^Conv_1307_1" [id=796, type=DequantizeLinear]; "797 /features/denseblock4/denselayer5/conv1/Conv" [id=797, type=Conv]; "798 /features/denseblock4/denselayer5/relu2/Relu" [id=798, type=Relu]; "799 QuantizeLinear_/features/denseblock4/denselayer5/relu2/Relu_output_0_1" [id=799, type=QuantizeLinear]; @@ -810,8 +810,8 @@ strict digraph { "808 /features/denseblock4/denselayer6/relu1/Relu" [id=808, type=Relu]; "809 QuantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" [id=809, type=QuantizeLinear]; "810 DequantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" [id=810, type=DequantizeLinear]; -"811 QuantizeLinear_onnx^^Conv_1310_1" [id=811, label="811 QuantizeLinear_onnx::Conv_1310_1", type=QuantizeLinear]; -"812 DequantizeLinear_onnx^^Conv_1310_1" [id=812, label="812 DequantizeLinear_onnx::Conv_1310_1", type=DequantizeLinear]; +"811 QuantizeLinear_onnx^^Conv_1310_1" [id=811, type=QuantizeLinear]; +"812 DequantizeLinear_onnx^^Conv_1310_1" [id=812, type=DequantizeLinear]; "813 /features/denseblock4/denselayer6/conv1/Conv" [id=813, type=Conv]; "814 /features/denseblock4/denselayer6/relu2/Relu" [id=814, type=Relu]; "815 QuantizeLinear_/features/denseblock4/denselayer6/relu2/Relu_output_0_1" [id=815, type=QuantizeLinear]; @@ -826,8 +826,8 @@ strict digraph { "824 /features/denseblock4/denselayer7/relu1/Relu" [id=824, type=Relu]; "825 QuantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" [id=825, type=QuantizeLinear]; "826 DequantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" [id=826, type=DequantizeLinear]; -"827 QuantizeLinear_onnx^^Conv_1313_1" [id=827, label="827 QuantizeLinear_onnx::Conv_1313_1", type=QuantizeLinear]; -"828 DequantizeLinear_onnx^^Conv_1313_1" [id=828, label="828 DequantizeLinear_onnx::Conv_1313_1", type=DequantizeLinear]; +"827 QuantizeLinear_onnx^^Conv_1313_1" [id=827, type=QuantizeLinear]; +"828 DequantizeLinear_onnx^^Conv_1313_1" [id=828, type=DequantizeLinear]; "829 /features/denseblock4/denselayer7/conv1/Conv" [id=829, type=Conv]; "830 /features/denseblock4/denselayer7/relu2/Relu" [id=830, type=Relu]; "831 QuantizeLinear_/features/denseblock4/denselayer7/relu2/Relu_output_0_1" [id=831, type=QuantizeLinear]; @@ -842,8 +842,8 @@ strict digraph { "840 /features/denseblock4/denselayer8/relu1/Relu" [id=840, type=Relu]; "841 QuantizeLinear_/features/denseblock4/denselayer8/relu1/Relu_output_0_1" [id=841, type=QuantizeLinear]; "842 DequantizeLinear_/features/denseblock4/denselayer8/relu1/Relu_output_0_1" [id=842, type=DequantizeLinear]; -"843 QuantizeLinear_onnx^^Conv_1316_1" [id=843, label="843 QuantizeLinear_onnx::Conv_1316_1", type=QuantizeLinear]; -"844 DequantizeLinear_onnx^^Conv_1316_1" [id=844, label="844 DequantizeLinear_onnx::Conv_1316_1", type=DequantizeLinear]; +"843 QuantizeLinear_onnx^^Conv_1316_1" [id=843, type=QuantizeLinear]; +"844 DequantizeLinear_onnx^^Conv_1316_1" [id=844, type=DequantizeLinear]; "845 /features/denseblock4/denselayer8/conv1/Conv" [id=845, type=Conv]; "846 /features/denseblock4/denselayer8/relu2/Relu" [id=846, type=Relu]; "847 QuantizeLinear_/features/denseblock4/denselayer8/relu2/Relu_output_0_1" [id=847, type=QuantizeLinear]; @@ -858,8 +858,8 @@ strict digraph { "856 /features/denseblock4/denselayer9/relu1/Relu" [id=856, type=Relu]; "857 QuantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" [id=857, type=QuantizeLinear]; "858 DequantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" [id=858, type=DequantizeLinear]; -"859 QuantizeLinear_onnx^^Conv_1319_1" [id=859, label="859 QuantizeLinear_onnx::Conv_1319_1", type=QuantizeLinear]; -"860 DequantizeLinear_onnx^^Conv_1319_1" [id=860, label="860 DequantizeLinear_onnx::Conv_1319_1", type=DequantizeLinear]; +"859 QuantizeLinear_onnx^^Conv_1319_1" [id=859, type=QuantizeLinear]; +"860 DequantizeLinear_onnx^^Conv_1319_1" [id=860, type=DequantizeLinear]; "861 /features/denseblock4/denselayer9/conv1/Conv" [id=861, type=Conv]; "862 /features/denseblock4/denselayer9/relu2/Relu" [id=862, type=Relu]; "863 QuantizeLinear_/features/denseblock4/denselayer9/relu2/Relu_output_0_1" [id=863, type=QuantizeLinear]; @@ -874,8 +874,8 @@ strict digraph { "872 /features/denseblock4/denselayer10/relu1/Relu" [id=872, type=Relu]; "873 QuantizeLinear_/features/denseblock4/denselayer10/relu1/Relu_output_0_1" [id=873, type=QuantizeLinear]; "874 DequantizeLinear_/features/denseblock4/denselayer10/relu1/Relu_output_0_1" [id=874, type=DequantizeLinear]; -"875 QuantizeLinear_onnx^^Conv_1322_1" [id=875, label="875 QuantizeLinear_onnx::Conv_1322_1", type=QuantizeLinear]; -"876 DequantizeLinear_onnx^^Conv_1322_1" [id=876, label="876 DequantizeLinear_onnx::Conv_1322_1", type=DequantizeLinear]; +"875 QuantizeLinear_onnx^^Conv_1322_1" [id=875, type=QuantizeLinear]; +"876 DequantizeLinear_onnx^^Conv_1322_1" [id=876, type=DequantizeLinear]; "877 /features/denseblock4/denselayer10/conv1/Conv" [id=877, type=Conv]; "878 /features/denseblock4/denselayer10/relu2/Relu" [id=878, type=Relu]; "879 QuantizeLinear_/features/denseblock4/denselayer10/relu2/Relu_output_0_1" [id=879, type=QuantizeLinear]; @@ -890,8 +890,8 @@ strict digraph { "888 /features/denseblock4/denselayer11/relu1/Relu" [id=888, type=Relu]; "889 QuantizeLinear_/features/denseblock4/denselayer11/relu1/Relu_output_0_1" [id=889, type=QuantizeLinear]; "890 DequantizeLinear_/features/denseblock4/denselayer11/relu1/Relu_output_0_1" [id=890, type=DequantizeLinear]; -"891 QuantizeLinear_onnx^^Conv_1325_1" [id=891, label="891 QuantizeLinear_onnx::Conv_1325_1", type=QuantizeLinear]; -"892 DequantizeLinear_onnx^^Conv_1325_1" [id=892, label="892 DequantizeLinear_onnx::Conv_1325_1", type=DequantizeLinear]; +"891 QuantizeLinear_onnx^^Conv_1325_1" [id=891, type=QuantizeLinear]; +"892 DequantizeLinear_onnx^^Conv_1325_1" [id=892, type=DequantizeLinear]; "893 /features/denseblock4/denselayer11/conv1/Conv" [id=893, type=Conv]; "894 /features/denseblock4/denselayer11/relu2/Relu" [id=894, type=Relu]; "895 QuantizeLinear_/features/denseblock4/denselayer11/relu2/Relu_output_0_1" [id=895, type=QuantizeLinear]; @@ -906,8 +906,8 @@ strict digraph { "904 /features/denseblock4/denselayer12/relu1/Relu" [id=904, type=Relu]; "905 QuantizeLinear_/features/denseblock4/denselayer12/relu1/Relu_output_0_1" [id=905, type=QuantizeLinear]; "906 DequantizeLinear_/features/denseblock4/denselayer12/relu1/Relu_output_0_1" [id=906, type=DequantizeLinear]; -"907 QuantizeLinear_onnx^^Conv_1328_1" [id=907, label="907 QuantizeLinear_onnx::Conv_1328_1", type=QuantizeLinear]; -"908 DequantizeLinear_onnx^^Conv_1328_1" [id=908, label="908 DequantizeLinear_onnx::Conv_1328_1", type=DequantizeLinear]; +"907 QuantizeLinear_onnx^^Conv_1328_1" [id=907, type=QuantizeLinear]; +"908 DequantizeLinear_onnx^^Conv_1328_1" [id=908, type=DequantizeLinear]; "909 /features/denseblock4/denselayer12/conv1/Conv" [id=909, type=Conv]; "910 /features/denseblock4/denselayer12/relu2/Relu" [id=910, type=Relu]; "911 QuantizeLinear_/features/denseblock4/denselayer12/relu2/Relu_output_0_1" [id=911, type=QuantizeLinear]; @@ -922,8 +922,8 @@ strict digraph { "920 /features/denseblock4/denselayer13/relu1/Relu" [id=920, type=Relu]; "921 QuantizeLinear_/features/denseblock4/denselayer13/relu1/Relu_output_0_1" [id=921, type=QuantizeLinear]; "922 DequantizeLinear_/features/denseblock4/denselayer13/relu1/Relu_output_0_1" [id=922, type=DequantizeLinear]; -"923 QuantizeLinear_onnx^^Conv_1331_1" [id=923, label="923 QuantizeLinear_onnx::Conv_1331_1", type=QuantizeLinear]; -"924 DequantizeLinear_onnx^^Conv_1331_1" [id=924, label="924 DequantizeLinear_onnx::Conv_1331_1", type=DequantizeLinear]; +"923 QuantizeLinear_onnx^^Conv_1331_1" [id=923, type=QuantizeLinear]; +"924 DequantizeLinear_onnx^^Conv_1331_1" [id=924, type=DequantizeLinear]; "925 /features/denseblock4/denselayer13/conv1/Conv" [id=925, type=Conv]; "926 /features/denseblock4/denselayer13/relu2/Relu" [id=926, type=Relu]; "927 QuantizeLinear_/features/denseblock4/denselayer13/relu2/Relu_output_0_1" [id=927, type=QuantizeLinear]; @@ -938,8 +938,8 @@ strict digraph { "936 /features/denseblock4/denselayer14/relu1/Relu" [id=936, type=Relu]; "937 QuantizeLinear_/features/denseblock4/denselayer14/relu1/Relu_output_0_1" [id=937, type=QuantizeLinear]; "938 DequantizeLinear_/features/denseblock4/denselayer14/relu1/Relu_output_0_1" [id=938, type=DequantizeLinear]; -"939 QuantizeLinear_onnx^^Conv_1334_1" [id=939, label="939 QuantizeLinear_onnx::Conv_1334_1", type=QuantizeLinear]; -"940 DequantizeLinear_onnx^^Conv_1334_1" [id=940, label="940 DequantizeLinear_onnx::Conv_1334_1", type=DequantizeLinear]; +"939 QuantizeLinear_onnx^^Conv_1334_1" [id=939, type=QuantizeLinear]; +"940 DequantizeLinear_onnx^^Conv_1334_1" [id=940, type=DequantizeLinear]; "941 /features/denseblock4/denselayer14/conv1/Conv" [id=941, type=Conv]; "942 /features/denseblock4/denselayer14/relu2/Relu" [id=942, type=Relu]; "943 QuantizeLinear_/features/denseblock4/denselayer14/relu2/Relu_output_0_1" [id=943, type=QuantizeLinear]; @@ -954,8 +954,8 @@ strict digraph { "952 /features/denseblock4/denselayer15/relu1/Relu" [id=952, type=Relu]; "953 QuantizeLinear_/features/denseblock4/denselayer15/relu1/Relu_output_0_1" [id=953, type=QuantizeLinear]; "954 DequantizeLinear_/features/denseblock4/denselayer15/relu1/Relu_output_0_1" [id=954, type=DequantizeLinear]; -"955 QuantizeLinear_onnx^^Conv_1337_1" [id=955, label="955 QuantizeLinear_onnx::Conv_1337_1", type=QuantizeLinear]; -"956 DequantizeLinear_onnx^^Conv_1337_1" [id=956, label="956 DequantizeLinear_onnx::Conv_1337_1", type=DequantizeLinear]; +"955 QuantizeLinear_onnx^^Conv_1337_1" [id=955, type=QuantizeLinear]; +"956 DequantizeLinear_onnx^^Conv_1337_1" [id=956, type=DequantizeLinear]; "957 /features/denseblock4/denselayer15/conv1/Conv" [id=957, type=Conv]; "958 /features/denseblock4/denselayer15/relu2/Relu" [id=958, type=Relu]; "959 QuantizeLinear_/features/denseblock4/denselayer15/relu2/Relu_output_0_1" [id=959, type=QuantizeLinear]; @@ -970,8 +970,8 @@ strict digraph { "968 /features/denseblock4/denselayer16/relu1/Relu" [id=968, type=Relu]; "969 QuantizeLinear_/features/denseblock4/denselayer16/relu1/Relu_output_0_1" [id=969, type=QuantizeLinear]; "970 DequantizeLinear_/features/denseblock4/denselayer16/relu1/Relu_output_0_1" [id=970, type=DequantizeLinear]; -"971 QuantizeLinear_onnx^^Conv_1340_1" [id=971, label="971 QuantizeLinear_onnx::Conv_1340_1", type=QuantizeLinear]; -"972 DequantizeLinear_onnx^^Conv_1340_1" [id=972, label="972 DequantizeLinear_onnx::Conv_1340_1", type=DequantizeLinear]; +"971 QuantizeLinear_onnx^^Conv_1340_1" [id=971, type=QuantizeLinear]; +"972 DequantizeLinear_onnx^^Conv_1340_1" [id=972, type=DequantizeLinear]; "973 /features/denseblock4/denselayer16/conv1/Conv" [id=973, type=Conv]; "974 /features/denseblock4/denselayer16/relu2/Relu" [id=974, type=Relu]; "975 QuantizeLinear_/features/denseblock4/denselayer16/relu2/Relu_output_0_1" [id=975, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/googlenet.dot b/tests/onnx/data/reference_graphs/quantization/googlenet.dot index bd5fcdf922a..80547a1bf31 100644 --- a/tests/onnx/data/reference_graphs/quantization/googlenet.dot +++ b/tests/onnx/data/reference_graphs/quantization/googlenet.dot @@ -32,53 +32,53 @@ strict digraph { "30 QuantizeLinear_/Add_1_output_0_1" [id=30, type=QuantizeLinear]; "31 DequantizeLinear_/Add_1_output_0_1" [id=31, type=DequantizeLinear]; "32 /Concat" [id=32, type=Concat]; -"33 QuantizeLinear_onnx^^Conv_567_1" [id=33, label="33 QuantizeLinear_onnx::Conv_567_1", type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_567_1" [id=34, label="34 DequantizeLinear_onnx::Conv_567_1", type=DequantizeLinear]; +"33 QuantizeLinear_onnx^^Conv_567_1" [id=33, type=QuantizeLinear]; +"34 DequantizeLinear_onnx^^Conv_567_1" [id=34, type=DequantizeLinear]; "35 /conv1/conv/Conv" [id=35, type=Conv]; "36 /conv1/Relu" [id=36, type=Relu]; "37 QuantizeLinear_/conv1/Relu_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/conv1/Relu_output_0_1" [id=38, type=DequantizeLinear]; "39 /maxpool1/MaxPool" [id=39, type=MaxPool]; -"40 QuantizeLinear_onnx^^Conv_570_1" [id=40, label="40 QuantizeLinear_onnx::Conv_570_1", type=QuantizeLinear]; -"41 DequantizeLinear_onnx^^Conv_570_1" [id=41, label="41 DequantizeLinear_onnx::Conv_570_1", type=DequantizeLinear]; +"40 QuantizeLinear_onnx^^Conv_570_1" [id=40, type=QuantizeLinear]; +"41 DequantizeLinear_onnx^^Conv_570_1" [id=41, type=DequantizeLinear]; "42 /conv2/conv/Conv" [id=42, type=Conv]; "43 /conv2/Relu" [id=43, type=Relu]; "44 QuantizeLinear_/conv2/Relu_output_0_1" [id=44, type=QuantizeLinear]; "45 DequantizeLinear_/conv2/Relu_output_0_1" [id=45, type=DequantizeLinear]; -"46 QuantizeLinear_onnx^^Conv_573_1" [id=46, label="46 QuantizeLinear_onnx::Conv_573_1", type=QuantizeLinear]; -"47 DequantizeLinear_onnx^^Conv_573_1" [id=47, label="47 DequantizeLinear_onnx::Conv_573_1", type=DequantizeLinear]; +"46 QuantizeLinear_onnx^^Conv_573_1" [id=46, type=QuantizeLinear]; +"47 DequantizeLinear_onnx^^Conv_573_1" [id=47, type=DequantizeLinear]; "48 /conv3/conv/Conv" [id=48, type=Conv]; "49 /conv3/Relu" [id=49, type=Relu]; "50 QuantizeLinear_/conv3/Relu_output_0_1" [id=50, type=QuantizeLinear]; "51 DequantizeLinear_/conv3/Relu_output_0_1" [id=51, type=DequantizeLinear]; "52 /maxpool2/MaxPool" [id=52, type=MaxPool]; -"53 QuantizeLinear_onnx^^Conv_576_1" [id=53, label="53 QuantizeLinear_onnx::Conv_576_1", type=QuantizeLinear]; -"54 DequantizeLinear_onnx^^Conv_576_1" [id=54, label="54 DequantizeLinear_onnx::Conv_576_1", type=DequantizeLinear]; +"53 QuantizeLinear_onnx^^Conv_576_1" [id=53, type=QuantizeLinear]; +"54 DequantizeLinear_onnx^^Conv_576_1" [id=54, type=DequantizeLinear]; "55 /inception3a/branch1/conv/Conv" [id=55, type=Conv]; "56 /inception3a/branch1/Relu" [id=56, type=Relu]; -"57 QuantizeLinear_onnx^^Conv_579_1" [id=57, label="57 QuantizeLinear_onnx::Conv_579_1", type=QuantizeLinear]; -"58 DequantizeLinear_onnx^^Conv_579_1" [id=58, label="58 DequantizeLinear_onnx::Conv_579_1", type=DequantizeLinear]; +"57 QuantizeLinear_onnx^^Conv_579_1" [id=57, type=QuantizeLinear]; +"58 DequantizeLinear_onnx^^Conv_579_1" [id=58, type=DequantizeLinear]; "59 /inception3a/branch2/branch2.0/conv/Conv" [id=59, type=Conv]; "60 /inception3a/branch2/branch2.0/Relu" [id=60, type=Relu]; "61 QuantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" [id=61, type=QuantizeLinear]; "62 DequantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" [id=62, type=DequantizeLinear]; -"63 QuantizeLinear_onnx^^Conv_582_1" [id=63, label="63 QuantizeLinear_onnx::Conv_582_1", type=QuantizeLinear]; -"64 DequantizeLinear_onnx^^Conv_582_1" [id=64, label="64 DequantizeLinear_onnx::Conv_582_1", type=DequantizeLinear]; +"63 QuantizeLinear_onnx^^Conv_582_1" [id=63, type=QuantizeLinear]; +"64 DequantizeLinear_onnx^^Conv_582_1" [id=64, type=DequantizeLinear]; "65 /inception3a/branch2/branch2.1/conv/Conv" [id=65, type=Conv]; "66 /inception3a/branch2/branch2.1/Relu" [id=66, type=Relu]; -"67 QuantizeLinear_onnx^^Conv_585_1" [id=67, label="67 QuantizeLinear_onnx::Conv_585_1", type=QuantizeLinear]; -"68 DequantizeLinear_onnx^^Conv_585_1" [id=68, label="68 DequantizeLinear_onnx::Conv_585_1", type=DequantizeLinear]; +"67 QuantizeLinear_onnx^^Conv_585_1" [id=67, type=QuantizeLinear]; +"68 DequantizeLinear_onnx^^Conv_585_1" [id=68, type=DequantizeLinear]; "69 /inception3a/branch3/branch3.0/conv/Conv" [id=69, type=Conv]; "70 /inception3a/branch3/branch3.0/Relu" [id=70, type=Relu]; "71 QuantizeLinear_/inception3a/branch3/branch3.0/Relu_output_0_1" [id=71, type=QuantizeLinear]; "72 DequantizeLinear_/inception3a/branch3/branch3.0/Relu_output_0_1" [id=72, type=DequantizeLinear]; -"73 QuantizeLinear_onnx^^Conv_588_1" [id=73, label="73 QuantizeLinear_onnx::Conv_588_1", type=QuantizeLinear]; -"74 DequantizeLinear_onnx^^Conv_588_1" [id=74, label="74 DequantizeLinear_onnx::Conv_588_1", type=DequantizeLinear]; +"73 QuantizeLinear_onnx^^Conv_588_1" [id=73, type=QuantizeLinear]; +"74 DequantizeLinear_onnx^^Conv_588_1" [id=74, type=DequantizeLinear]; "75 /inception3a/branch3/branch3.1/conv/Conv" [id=75, type=Conv]; "76 /inception3a/branch3/branch3.1/Relu" [id=76, type=Relu]; "77 /inception3a/branch4/branch4.0/MaxPool" [id=77, type=MaxPool]; -"78 QuantizeLinear_onnx^^Conv_591_1" [id=78, label="78 QuantizeLinear_onnx::Conv_591_1", type=QuantizeLinear]; -"79 DequantizeLinear_onnx^^Conv_591_1" [id=79, label="79 DequantizeLinear_onnx::Conv_591_1", type=DequantizeLinear]; +"78 QuantizeLinear_onnx^^Conv_591_1" [id=78, type=QuantizeLinear]; +"79 DequantizeLinear_onnx^^Conv_591_1" [id=79, type=DequantizeLinear]; "80 /inception3a/branch4/branch4.1/conv/Conv" [id=80, type=Conv]; "81 /inception3a/branch4/branch4.1/Relu" [id=81, type=Relu]; "82 QuantizeLinear_/inception3a/branch2/branch2.1/Relu_output_0_1" [id=82, type=QuantizeLinear]; @@ -90,33 +90,33 @@ strict digraph { "88 QuantizeLinear_/inception3a/branch1/Relu_output_0_1" [id=88, type=QuantizeLinear]; "89 DequantizeLinear_/inception3a/branch1/Relu_output_0_1" [id=89, type=DequantizeLinear]; "90 /inception3a/Concat" [id=90, type=Concat]; -"91 QuantizeLinear_onnx^^Conv_594_1" [id=91, label="91 QuantizeLinear_onnx::Conv_594_1", type=QuantizeLinear]; -"92 DequantizeLinear_onnx^^Conv_594_1" [id=92, label="92 DequantizeLinear_onnx::Conv_594_1", type=DequantizeLinear]; +"91 QuantizeLinear_onnx^^Conv_594_1" [id=91, type=QuantizeLinear]; +"92 DequantizeLinear_onnx^^Conv_594_1" [id=92, type=DequantizeLinear]; "93 /inception3b/branch1/conv/Conv" [id=93, type=Conv]; "94 /inception3b/branch1/Relu" [id=94, type=Relu]; -"95 QuantizeLinear_onnx^^Conv_597_1" [id=95, label="95 QuantizeLinear_onnx::Conv_597_1", type=QuantizeLinear]; -"96 DequantizeLinear_onnx^^Conv_597_1" [id=96, label="96 DequantizeLinear_onnx::Conv_597_1", type=DequantizeLinear]; +"95 QuantizeLinear_onnx^^Conv_597_1" [id=95, type=QuantizeLinear]; +"96 DequantizeLinear_onnx^^Conv_597_1" [id=96, type=DequantizeLinear]; "97 /inception3b/branch2/branch2.0/conv/Conv" [id=97, type=Conv]; "98 /inception3b/branch2/branch2.0/Relu" [id=98, type=Relu]; "99 QuantizeLinear_/inception3b/branch2/branch2.0/Relu_output_0_1" [id=99, type=QuantizeLinear]; "100 DequantizeLinear_/inception3b/branch2/branch2.0/Relu_output_0_1" [id=100, type=DequantizeLinear]; -"101 QuantizeLinear_onnx^^Conv_600_1" [id=101, label="101 QuantizeLinear_onnx::Conv_600_1", type=QuantizeLinear]; -"102 DequantizeLinear_onnx^^Conv_600_1" [id=102, label="102 DequantizeLinear_onnx::Conv_600_1", type=DequantizeLinear]; +"101 QuantizeLinear_onnx^^Conv_600_1" [id=101, type=QuantizeLinear]; +"102 DequantizeLinear_onnx^^Conv_600_1" [id=102, type=DequantizeLinear]; "103 /inception3b/branch2/branch2.1/conv/Conv" [id=103, type=Conv]; "104 /inception3b/branch2/branch2.1/Relu" [id=104, type=Relu]; -"105 QuantizeLinear_onnx^^Conv_603_1" [id=105, label="105 QuantizeLinear_onnx::Conv_603_1", type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_603_1" [id=106, label="106 DequantizeLinear_onnx::Conv_603_1", type=DequantizeLinear]; +"105 QuantizeLinear_onnx^^Conv_603_1" [id=105, type=QuantizeLinear]; +"106 DequantizeLinear_onnx^^Conv_603_1" [id=106, type=DequantizeLinear]; "107 /inception3b/branch3/branch3.0/conv/Conv" [id=107, type=Conv]; "108 /inception3b/branch3/branch3.0/Relu" [id=108, type=Relu]; "109 QuantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" [id=109, type=QuantizeLinear]; "110 DequantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" [id=110, type=DequantizeLinear]; -"111 QuantizeLinear_onnx^^Conv_606_1" [id=111, label="111 QuantizeLinear_onnx::Conv_606_1", type=QuantizeLinear]; -"112 DequantizeLinear_onnx^^Conv_606_1" [id=112, label="112 DequantizeLinear_onnx::Conv_606_1", type=DequantizeLinear]; +"111 QuantizeLinear_onnx^^Conv_606_1" [id=111, type=QuantizeLinear]; +"112 DequantizeLinear_onnx^^Conv_606_1" [id=112, type=DequantizeLinear]; "113 /inception3b/branch3/branch3.1/conv/Conv" [id=113, type=Conv]; "114 /inception3b/branch3/branch3.1/Relu" [id=114, type=Relu]; "115 /inception3b/branch4/branch4.0/MaxPool" [id=115, type=MaxPool]; -"116 QuantizeLinear_onnx^^Conv_609_1" [id=116, label="116 QuantizeLinear_onnx::Conv_609_1", type=QuantizeLinear]; -"117 DequantizeLinear_onnx^^Conv_609_1" [id=117, label="117 DequantizeLinear_onnx::Conv_609_1", type=DequantizeLinear]; +"116 QuantizeLinear_onnx^^Conv_609_1" [id=116, type=QuantizeLinear]; +"117 DequantizeLinear_onnx^^Conv_609_1" [id=117, type=DequantizeLinear]; "118 /inception3b/branch4/branch4.1/conv/Conv" [id=118, type=Conv]; "119 /inception3b/branch4/branch4.1/Relu" [id=119, type=Relu]; "120 QuantizeLinear_/inception3b/branch2/branch2.1/Relu_output_0_1" [id=120, type=QuantizeLinear]; @@ -129,33 +129,33 @@ strict digraph { "127 DequantizeLinear_/inception3b/branch1/Relu_output_0_1" [id=127, type=DequantizeLinear]; "128 /inception3b/Concat" [id=128, type=Concat]; "129 /maxpool3/MaxPool" [id=129, type=MaxPool]; -"130 QuantizeLinear_onnx^^Conv_612_1" [id=130, label="130 QuantizeLinear_onnx::Conv_612_1", type=QuantizeLinear]; -"131 DequantizeLinear_onnx^^Conv_612_1" [id=131, label="131 DequantizeLinear_onnx::Conv_612_1", type=DequantizeLinear]; +"130 QuantizeLinear_onnx^^Conv_612_1" [id=130, type=QuantizeLinear]; +"131 DequantizeLinear_onnx^^Conv_612_1" [id=131, type=DequantizeLinear]; "132 /inception4a/branch1/conv/Conv" [id=132, type=Conv]; "133 /inception4a/branch1/Relu" [id=133, type=Relu]; -"134 QuantizeLinear_onnx^^Conv_615_1" [id=134, label="134 QuantizeLinear_onnx::Conv_615_1", type=QuantizeLinear]; -"135 DequantizeLinear_onnx^^Conv_615_1" [id=135, label="135 DequantizeLinear_onnx::Conv_615_1", type=DequantizeLinear]; +"134 QuantizeLinear_onnx^^Conv_615_1" [id=134, type=QuantizeLinear]; +"135 DequantizeLinear_onnx^^Conv_615_1" [id=135, type=DequantizeLinear]; "136 /inception4a/branch2/branch2.0/conv/Conv" [id=136, type=Conv]; "137 /inception4a/branch2/branch2.0/Relu" [id=137, type=Relu]; "138 QuantizeLinear_/inception4a/branch2/branch2.0/Relu_output_0_1" [id=138, type=QuantizeLinear]; "139 DequantizeLinear_/inception4a/branch2/branch2.0/Relu_output_0_1" [id=139, type=DequantizeLinear]; -"140 QuantizeLinear_onnx^^Conv_618_1" [id=140, label="140 QuantizeLinear_onnx::Conv_618_1", type=QuantizeLinear]; -"141 DequantizeLinear_onnx^^Conv_618_1" [id=141, label="141 DequantizeLinear_onnx::Conv_618_1", type=DequantizeLinear]; +"140 QuantizeLinear_onnx^^Conv_618_1" [id=140, type=QuantizeLinear]; +"141 DequantizeLinear_onnx^^Conv_618_1" [id=141, type=DequantizeLinear]; "142 /inception4a/branch2/branch2.1/conv/Conv" [id=142, type=Conv]; "143 /inception4a/branch2/branch2.1/Relu" [id=143, type=Relu]; -"144 QuantizeLinear_onnx^^Conv_621_1" [id=144, label="144 QuantizeLinear_onnx::Conv_621_1", type=QuantizeLinear]; -"145 DequantizeLinear_onnx^^Conv_621_1" [id=145, label="145 DequantizeLinear_onnx::Conv_621_1", type=DequantizeLinear]; +"144 QuantizeLinear_onnx^^Conv_621_1" [id=144, type=QuantizeLinear]; +"145 DequantizeLinear_onnx^^Conv_621_1" [id=145, type=DequantizeLinear]; "146 /inception4a/branch3/branch3.0/conv/Conv" [id=146, type=Conv]; "147 /inception4a/branch3/branch3.0/Relu" [id=147, type=Relu]; "148 QuantizeLinear_/inception4a/branch3/branch3.0/Relu_output_0_1" [id=148, type=QuantizeLinear]; "149 DequantizeLinear_/inception4a/branch3/branch3.0/Relu_output_0_1" [id=149, type=DequantizeLinear]; -"150 QuantizeLinear_onnx^^Conv_624_1" [id=150, label="150 QuantizeLinear_onnx::Conv_624_1", type=QuantizeLinear]; -"151 DequantizeLinear_onnx^^Conv_624_1" [id=151, label="151 DequantizeLinear_onnx::Conv_624_1", type=DequantizeLinear]; +"150 QuantizeLinear_onnx^^Conv_624_1" [id=150, type=QuantizeLinear]; +"151 DequantizeLinear_onnx^^Conv_624_1" [id=151, type=DequantizeLinear]; "152 /inception4a/branch3/branch3.1/conv/Conv" [id=152, type=Conv]; "153 /inception4a/branch3/branch3.1/Relu" [id=153, type=Relu]; "154 /inception4a/branch4/branch4.0/MaxPool" [id=154, type=MaxPool]; -"155 QuantizeLinear_onnx^^Conv_627_1" [id=155, label="155 QuantizeLinear_onnx::Conv_627_1", type=QuantizeLinear]; -"156 DequantizeLinear_onnx^^Conv_627_1" [id=156, label="156 DequantizeLinear_onnx::Conv_627_1", type=DequantizeLinear]; +"155 QuantizeLinear_onnx^^Conv_627_1" [id=155, type=QuantizeLinear]; +"156 DequantizeLinear_onnx^^Conv_627_1" [id=156, type=DequantizeLinear]; "157 /inception4a/branch4/branch4.1/conv/Conv" [id=157, type=Conv]; "158 /inception4a/branch4/branch4.1/Relu" [id=158, type=Relu]; "159 QuantizeLinear_/inception4a/branch1/Relu_output_0_1" [id=159, type=QuantizeLinear]; @@ -167,33 +167,33 @@ strict digraph { "165 QuantizeLinear_/inception4a/branch4/branch4.1/Relu_output_0_1" [id=165, type=QuantizeLinear]; "166 DequantizeLinear_/inception4a/branch4/branch4.1/Relu_output_0_1" [id=166, type=DequantizeLinear]; "167 /inception4a/Concat" [id=167, type=Concat]; -"168 QuantizeLinear_onnx^^Conv_630_1" [id=168, label="168 QuantizeLinear_onnx::Conv_630_1", type=QuantizeLinear]; -"169 DequantizeLinear_onnx^^Conv_630_1" [id=169, label="169 DequantizeLinear_onnx::Conv_630_1", type=DequantizeLinear]; +"168 QuantizeLinear_onnx^^Conv_630_1" [id=168, type=QuantizeLinear]; +"169 DequantizeLinear_onnx^^Conv_630_1" [id=169, type=DequantizeLinear]; "170 /inception4b/branch1/conv/Conv" [id=170, type=Conv]; "171 /inception4b/branch1/Relu" [id=171, type=Relu]; -"172 QuantizeLinear_onnx^^Conv_633_1" [id=172, label="172 QuantizeLinear_onnx::Conv_633_1", type=QuantizeLinear]; -"173 DequantizeLinear_onnx^^Conv_633_1" [id=173, label="173 DequantizeLinear_onnx::Conv_633_1", type=DequantizeLinear]; +"172 QuantizeLinear_onnx^^Conv_633_1" [id=172, type=QuantizeLinear]; +"173 DequantizeLinear_onnx^^Conv_633_1" [id=173, type=DequantizeLinear]; "174 /inception4b/branch2/branch2.0/conv/Conv" [id=174, type=Conv]; "175 /inception4b/branch2/branch2.0/Relu" [id=175, type=Relu]; "176 QuantizeLinear_/inception4b/branch2/branch2.0/Relu_output_0_1" [id=176, type=QuantizeLinear]; "177 DequantizeLinear_/inception4b/branch2/branch2.0/Relu_output_0_1" [id=177, type=DequantizeLinear]; -"178 QuantizeLinear_onnx^^Conv_636_1" [id=178, label="178 QuantizeLinear_onnx::Conv_636_1", type=QuantizeLinear]; -"179 DequantizeLinear_onnx^^Conv_636_1" [id=179, label="179 DequantizeLinear_onnx::Conv_636_1", type=DequantizeLinear]; +"178 QuantizeLinear_onnx^^Conv_636_1" [id=178, type=QuantizeLinear]; +"179 DequantizeLinear_onnx^^Conv_636_1" [id=179, type=DequantizeLinear]; "180 /inception4b/branch2/branch2.1/conv/Conv" [id=180, type=Conv]; "181 /inception4b/branch2/branch2.1/Relu" [id=181, type=Relu]; -"182 QuantizeLinear_onnx^^Conv_639_1" [id=182, label="182 QuantizeLinear_onnx::Conv_639_1", type=QuantizeLinear]; -"183 DequantizeLinear_onnx^^Conv_639_1" [id=183, label="183 DequantizeLinear_onnx::Conv_639_1", type=DequantizeLinear]; +"182 QuantizeLinear_onnx^^Conv_639_1" [id=182, type=QuantizeLinear]; +"183 DequantizeLinear_onnx^^Conv_639_1" [id=183, type=DequantizeLinear]; "184 /inception4b/branch3/branch3.0/conv/Conv" [id=184, type=Conv]; "185 /inception4b/branch3/branch3.0/Relu" [id=185, type=Relu]; "186 QuantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" [id=186, type=QuantizeLinear]; "187 DequantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" [id=187, type=DequantizeLinear]; -"188 QuantizeLinear_onnx^^Conv_642_1" [id=188, label="188 QuantizeLinear_onnx::Conv_642_1", type=QuantizeLinear]; -"189 DequantizeLinear_onnx^^Conv_642_1" [id=189, label="189 DequantizeLinear_onnx::Conv_642_1", type=DequantizeLinear]; +"188 QuantizeLinear_onnx^^Conv_642_1" [id=188, type=QuantizeLinear]; +"189 DequantizeLinear_onnx^^Conv_642_1" [id=189, type=DequantizeLinear]; "190 /inception4b/branch3/branch3.1/conv/Conv" [id=190, type=Conv]; "191 /inception4b/branch3/branch3.1/Relu" [id=191, type=Relu]; "192 /inception4b/branch4/branch4.0/MaxPool" [id=192, type=MaxPool]; -"193 QuantizeLinear_onnx^^Conv_645_1" [id=193, label="193 QuantizeLinear_onnx::Conv_645_1", type=QuantizeLinear]; -"194 DequantizeLinear_onnx^^Conv_645_1" [id=194, label="194 DequantizeLinear_onnx::Conv_645_1", type=DequantizeLinear]; +"193 QuantizeLinear_onnx^^Conv_645_1" [id=193, type=QuantizeLinear]; +"194 DequantizeLinear_onnx^^Conv_645_1" [id=194, type=DequantizeLinear]; "195 /inception4b/branch4/branch4.1/conv/Conv" [id=195, type=Conv]; "196 /inception4b/branch4/branch4.1/Relu" [id=196, type=Relu]; "197 QuantizeLinear_/inception4b/branch2/branch2.1/Relu_output_0_1" [id=197, type=QuantizeLinear]; @@ -205,33 +205,33 @@ strict digraph { "203 QuantizeLinear_/inception4b/branch1/Relu_output_0_1" [id=203, type=QuantizeLinear]; "204 DequantizeLinear_/inception4b/branch1/Relu_output_0_1" [id=204, type=DequantizeLinear]; "205 /inception4b/Concat" [id=205, type=Concat]; -"206 QuantizeLinear_onnx^^Conv_648_1" [id=206, label="206 QuantizeLinear_onnx::Conv_648_1", type=QuantizeLinear]; -"207 DequantizeLinear_onnx^^Conv_648_1" [id=207, label="207 DequantizeLinear_onnx::Conv_648_1", type=DequantizeLinear]; +"206 QuantizeLinear_onnx^^Conv_648_1" [id=206, type=QuantizeLinear]; +"207 DequantizeLinear_onnx^^Conv_648_1" [id=207, type=DequantizeLinear]; "208 /inception4c/branch1/conv/Conv" [id=208, type=Conv]; "209 /inception4c/branch1/Relu" [id=209, type=Relu]; -"210 QuantizeLinear_onnx^^Conv_651_1" [id=210, label="210 QuantizeLinear_onnx::Conv_651_1", type=QuantizeLinear]; -"211 DequantizeLinear_onnx^^Conv_651_1" [id=211, label="211 DequantizeLinear_onnx::Conv_651_1", type=DequantizeLinear]; +"210 QuantizeLinear_onnx^^Conv_651_1" [id=210, type=QuantizeLinear]; +"211 DequantizeLinear_onnx^^Conv_651_1" [id=211, type=DequantizeLinear]; "212 /inception4c/branch2/branch2.0/conv/Conv" [id=212, type=Conv]; "213 /inception4c/branch2/branch2.0/Relu" [id=213, type=Relu]; "214 QuantizeLinear_/inception4c/branch2/branch2.0/Relu_output_0_1" [id=214, type=QuantizeLinear]; "215 DequantizeLinear_/inception4c/branch2/branch2.0/Relu_output_0_1" [id=215, type=DequantizeLinear]; -"216 QuantizeLinear_onnx^^Conv_654_1" [id=216, label="216 QuantizeLinear_onnx::Conv_654_1", type=QuantizeLinear]; -"217 DequantizeLinear_onnx^^Conv_654_1" [id=217, label="217 DequantizeLinear_onnx::Conv_654_1", type=DequantizeLinear]; +"216 QuantizeLinear_onnx^^Conv_654_1" [id=216, type=QuantizeLinear]; +"217 DequantizeLinear_onnx^^Conv_654_1" [id=217, type=DequantizeLinear]; "218 /inception4c/branch2/branch2.1/conv/Conv" [id=218, type=Conv]; "219 /inception4c/branch2/branch2.1/Relu" [id=219, type=Relu]; -"220 QuantizeLinear_onnx^^Conv_657_1" [id=220, label="220 QuantizeLinear_onnx::Conv_657_1", type=QuantizeLinear]; -"221 DequantizeLinear_onnx^^Conv_657_1" [id=221, label="221 DequantizeLinear_onnx::Conv_657_1", type=DequantizeLinear]; +"220 QuantizeLinear_onnx^^Conv_657_1" [id=220, type=QuantizeLinear]; +"221 DequantizeLinear_onnx^^Conv_657_1" [id=221, type=DequantizeLinear]; "222 /inception4c/branch3/branch3.0/conv/Conv" [id=222, type=Conv]; "223 /inception4c/branch3/branch3.0/Relu" [id=223, type=Relu]; "224 QuantizeLinear_/inception4c/branch3/branch3.0/Relu_output_0_1" [id=224, type=QuantizeLinear]; "225 DequantizeLinear_/inception4c/branch3/branch3.0/Relu_output_0_1" [id=225, type=DequantizeLinear]; -"226 QuantizeLinear_onnx^^Conv_660_1" [id=226, label="226 QuantizeLinear_onnx::Conv_660_1", type=QuantizeLinear]; -"227 DequantizeLinear_onnx^^Conv_660_1" [id=227, label="227 DequantizeLinear_onnx::Conv_660_1", type=DequantizeLinear]; +"226 QuantizeLinear_onnx^^Conv_660_1" [id=226, type=QuantizeLinear]; +"227 DequantizeLinear_onnx^^Conv_660_1" [id=227, type=DequantizeLinear]; "228 /inception4c/branch3/branch3.1/conv/Conv" [id=228, type=Conv]; "229 /inception4c/branch3/branch3.1/Relu" [id=229, type=Relu]; "230 /inception4c/branch4/branch4.0/MaxPool" [id=230, type=MaxPool]; -"231 QuantizeLinear_onnx^^Conv_663_1" [id=231, label="231 QuantizeLinear_onnx::Conv_663_1", type=QuantizeLinear]; -"232 DequantizeLinear_onnx^^Conv_663_1" [id=232, label="232 DequantizeLinear_onnx::Conv_663_1", type=DequantizeLinear]; +"231 QuantizeLinear_onnx^^Conv_663_1" [id=231, type=QuantizeLinear]; +"232 DequantizeLinear_onnx^^Conv_663_1" [id=232, type=DequantizeLinear]; "233 /inception4c/branch4/branch4.1/conv/Conv" [id=233, type=Conv]; "234 /inception4c/branch4/branch4.1/Relu" [id=234, type=Relu]; "235 QuantizeLinear_/inception4c/branch4/branch4.1/Relu_output_0_1" [id=235, type=QuantizeLinear]; @@ -243,33 +243,33 @@ strict digraph { "241 QuantizeLinear_/inception4c/branch3/branch3.1/Relu_output_0_1" [id=241, type=QuantizeLinear]; "242 DequantizeLinear_/inception4c/branch3/branch3.1/Relu_output_0_1" [id=242, type=DequantizeLinear]; "243 /inception4c/Concat" [id=243, type=Concat]; -"244 QuantizeLinear_onnx^^Conv_666_1" [id=244, label="244 QuantizeLinear_onnx::Conv_666_1", type=QuantizeLinear]; -"245 DequantizeLinear_onnx^^Conv_666_1" [id=245, label="245 DequantizeLinear_onnx::Conv_666_1", type=DequantizeLinear]; +"244 QuantizeLinear_onnx^^Conv_666_1" [id=244, type=QuantizeLinear]; +"245 DequantizeLinear_onnx^^Conv_666_1" [id=245, type=DequantizeLinear]; "246 /inception4d/branch1/conv/Conv" [id=246, type=Conv]; "247 /inception4d/branch1/Relu" [id=247, type=Relu]; -"248 QuantizeLinear_onnx^^Conv_669_1" [id=248, label="248 QuantizeLinear_onnx::Conv_669_1", type=QuantizeLinear]; -"249 DequantizeLinear_onnx^^Conv_669_1" [id=249, label="249 DequantizeLinear_onnx::Conv_669_1", type=DequantizeLinear]; +"248 QuantizeLinear_onnx^^Conv_669_1" [id=248, type=QuantizeLinear]; +"249 DequantizeLinear_onnx^^Conv_669_1" [id=249, type=DequantizeLinear]; "250 /inception4d/branch2/branch2.0/conv/Conv" [id=250, type=Conv]; "251 /inception4d/branch2/branch2.0/Relu" [id=251, type=Relu]; "252 QuantizeLinear_/inception4d/branch2/branch2.0/Relu_output_0_1" [id=252, type=QuantizeLinear]; "253 DequantizeLinear_/inception4d/branch2/branch2.0/Relu_output_0_1" [id=253, type=DequantizeLinear]; -"254 QuantizeLinear_onnx^^Conv_672_1" [id=254, label="254 QuantizeLinear_onnx::Conv_672_1", type=QuantizeLinear]; -"255 DequantizeLinear_onnx^^Conv_672_1" [id=255, label="255 DequantizeLinear_onnx::Conv_672_1", type=DequantizeLinear]; +"254 QuantizeLinear_onnx^^Conv_672_1" [id=254, type=QuantizeLinear]; +"255 DequantizeLinear_onnx^^Conv_672_1" [id=255, type=DequantizeLinear]; "256 /inception4d/branch2/branch2.1/conv/Conv" [id=256, type=Conv]; "257 /inception4d/branch2/branch2.1/Relu" [id=257, type=Relu]; -"258 QuantizeLinear_onnx^^Conv_675_1" [id=258, label="258 QuantizeLinear_onnx::Conv_675_1", type=QuantizeLinear]; -"259 DequantizeLinear_onnx^^Conv_675_1" [id=259, label="259 DequantizeLinear_onnx::Conv_675_1", type=DequantizeLinear]; +"258 QuantizeLinear_onnx^^Conv_675_1" [id=258, type=QuantizeLinear]; +"259 DequantizeLinear_onnx^^Conv_675_1" [id=259, type=DequantizeLinear]; "260 /inception4d/branch3/branch3.0/conv/Conv" [id=260, type=Conv]; "261 /inception4d/branch3/branch3.0/Relu" [id=261, type=Relu]; "262 QuantizeLinear_/inception4d/branch3/branch3.0/Relu_output_0_1" [id=262, type=QuantizeLinear]; "263 DequantizeLinear_/inception4d/branch3/branch3.0/Relu_output_0_1" [id=263, type=DequantizeLinear]; -"264 QuantizeLinear_onnx^^Conv_678_1" [id=264, label="264 QuantizeLinear_onnx::Conv_678_1", type=QuantizeLinear]; -"265 DequantizeLinear_onnx^^Conv_678_1" [id=265, label="265 DequantizeLinear_onnx::Conv_678_1", type=DequantizeLinear]; +"264 QuantizeLinear_onnx^^Conv_678_1" [id=264, type=QuantizeLinear]; +"265 DequantizeLinear_onnx^^Conv_678_1" [id=265, type=DequantizeLinear]; "266 /inception4d/branch3/branch3.1/conv/Conv" [id=266, type=Conv]; "267 /inception4d/branch3/branch3.1/Relu" [id=267, type=Relu]; "268 /inception4d/branch4/branch4.0/MaxPool" [id=268, type=MaxPool]; -"269 QuantizeLinear_onnx^^Conv_681_1" [id=269, label="269 QuantizeLinear_onnx::Conv_681_1", type=QuantizeLinear]; -"270 DequantizeLinear_onnx^^Conv_681_1" [id=270, label="270 DequantizeLinear_onnx::Conv_681_1", type=DequantizeLinear]; +"269 QuantizeLinear_onnx^^Conv_681_1" [id=269, type=QuantizeLinear]; +"270 DequantizeLinear_onnx^^Conv_681_1" [id=270, type=DequantizeLinear]; "271 /inception4d/branch4/branch4.1/conv/Conv" [id=271, type=Conv]; "272 /inception4d/branch4/branch4.1/Relu" [id=272, type=Relu]; "273 QuantizeLinear_/inception4d/branch2/branch2.1/Relu_output_0_1" [id=273, type=QuantizeLinear]; @@ -281,33 +281,33 @@ strict digraph { "279 QuantizeLinear_/inception4d/branch1/Relu_output_0_1" [id=279, type=QuantizeLinear]; "280 DequantizeLinear_/inception4d/branch1/Relu_output_0_1" [id=280, type=DequantizeLinear]; "281 /inception4d/Concat" [id=281, type=Concat]; -"282 QuantizeLinear_onnx^^Conv_684_1" [id=282, label="282 QuantizeLinear_onnx::Conv_684_1", type=QuantizeLinear]; -"283 DequantizeLinear_onnx^^Conv_684_1" [id=283, label="283 DequantizeLinear_onnx::Conv_684_1", type=DequantizeLinear]; +"282 QuantizeLinear_onnx^^Conv_684_1" [id=282, type=QuantizeLinear]; +"283 DequantizeLinear_onnx^^Conv_684_1" [id=283, type=DequantizeLinear]; "284 /inception4e/branch1/conv/Conv" [id=284, type=Conv]; "285 /inception4e/branch1/Relu" [id=285, type=Relu]; -"286 QuantizeLinear_onnx^^Conv_687_1" [id=286, label="286 QuantizeLinear_onnx::Conv_687_1", type=QuantizeLinear]; -"287 DequantizeLinear_onnx^^Conv_687_1" [id=287, label="287 DequantizeLinear_onnx::Conv_687_1", type=DequantizeLinear]; +"286 QuantizeLinear_onnx^^Conv_687_1" [id=286, type=QuantizeLinear]; +"287 DequantizeLinear_onnx^^Conv_687_1" [id=287, type=DequantizeLinear]; "288 /inception4e/branch2/branch2.0/conv/Conv" [id=288, type=Conv]; "289 /inception4e/branch2/branch2.0/Relu" [id=289, type=Relu]; "290 QuantizeLinear_/inception4e/branch2/branch2.0/Relu_output_0_1" [id=290, type=QuantizeLinear]; "291 DequantizeLinear_/inception4e/branch2/branch2.0/Relu_output_0_1" [id=291, type=DequantizeLinear]; -"292 QuantizeLinear_onnx^^Conv_690_1" [id=292, label="292 QuantizeLinear_onnx::Conv_690_1", type=QuantizeLinear]; -"293 DequantizeLinear_onnx^^Conv_690_1" [id=293, label="293 DequantizeLinear_onnx::Conv_690_1", type=DequantizeLinear]; +"292 QuantizeLinear_onnx^^Conv_690_1" [id=292, type=QuantizeLinear]; +"293 DequantizeLinear_onnx^^Conv_690_1" [id=293, type=DequantizeLinear]; "294 /inception4e/branch2/branch2.1/conv/Conv" [id=294, type=Conv]; "295 /inception4e/branch2/branch2.1/Relu" [id=295, type=Relu]; -"296 QuantizeLinear_onnx^^Conv_693_1" [id=296, label="296 QuantizeLinear_onnx::Conv_693_1", type=QuantizeLinear]; -"297 DequantizeLinear_onnx^^Conv_693_1" [id=297, label="297 DequantizeLinear_onnx::Conv_693_1", type=DequantizeLinear]; +"296 QuantizeLinear_onnx^^Conv_693_1" [id=296, type=QuantizeLinear]; +"297 DequantizeLinear_onnx^^Conv_693_1" [id=297, type=DequantizeLinear]; "298 /inception4e/branch3/branch3.0/conv/Conv" [id=298, type=Conv]; "299 /inception4e/branch3/branch3.0/Relu" [id=299, type=Relu]; "300 QuantizeLinear_/inception4e/branch3/branch3.0/Relu_output_0_1" [id=300, type=QuantizeLinear]; "301 DequantizeLinear_/inception4e/branch3/branch3.0/Relu_output_0_1" [id=301, type=DequantizeLinear]; -"302 QuantizeLinear_onnx^^Conv_696_1" [id=302, label="302 QuantizeLinear_onnx::Conv_696_1", type=QuantizeLinear]; -"303 DequantizeLinear_onnx^^Conv_696_1" [id=303, label="303 DequantizeLinear_onnx::Conv_696_1", type=DequantizeLinear]; +"302 QuantizeLinear_onnx^^Conv_696_1" [id=302, type=QuantizeLinear]; +"303 DequantizeLinear_onnx^^Conv_696_1" [id=303, type=DequantizeLinear]; "304 /inception4e/branch3/branch3.1/conv/Conv" [id=304, type=Conv]; "305 /inception4e/branch3/branch3.1/Relu" [id=305, type=Relu]; "306 /inception4e/branch4/branch4.0/MaxPool" [id=306, type=MaxPool]; -"307 QuantizeLinear_onnx^^Conv_699_1" [id=307, label="307 QuantizeLinear_onnx::Conv_699_1", type=QuantizeLinear]; -"308 DequantizeLinear_onnx^^Conv_699_1" [id=308, label="308 DequantizeLinear_onnx::Conv_699_1", type=DequantizeLinear]; +"307 QuantizeLinear_onnx^^Conv_699_1" [id=307, type=QuantizeLinear]; +"308 DequantizeLinear_onnx^^Conv_699_1" [id=308, type=DequantizeLinear]; "309 /inception4e/branch4/branch4.1/conv/Conv" [id=309, type=Conv]; "310 /inception4e/branch4/branch4.1/Relu" [id=310, type=Relu]; "311 QuantizeLinear_/inception4e/branch2/branch2.1/Relu_output_0_1" [id=311, type=QuantizeLinear]; @@ -320,33 +320,33 @@ strict digraph { "318 DequantizeLinear_/inception4e/branch1/Relu_output_0_1" [id=318, type=DequantizeLinear]; "319 /inception4e/Concat" [id=319, type=Concat]; "320 /maxpool4/MaxPool" [id=320, type=MaxPool]; -"321 QuantizeLinear_onnx^^Conv_702_1" [id=321, label="321 QuantizeLinear_onnx::Conv_702_1", type=QuantizeLinear]; -"322 DequantizeLinear_onnx^^Conv_702_1" [id=322, label="322 DequantizeLinear_onnx::Conv_702_1", type=DequantizeLinear]; +"321 QuantizeLinear_onnx^^Conv_702_1" [id=321, type=QuantizeLinear]; +"322 DequantizeLinear_onnx^^Conv_702_1" [id=322, type=DequantizeLinear]; "323 /inception5a/branch1/conv/Conv" [id=323, type=Conv]; "324 /inception5a/branch1/Relu" [id=324, type=Relu]; -"325 QuantizeLinear_onnx^^Conv_705_1" [id=325, label="325 QuantizeLinear_onnx::Conv_705_1", type=QuantizeLinear]; -"326 DequantizeLinear_onnx^^Conv_705_1" [id=326, label="326 DequantizeLinear_onnx::Conv_705_1", type=DequantizeLinear]; +"325 QuantizeLinear_onnx^^Conv_705_1" [id=325, type=QuantizeLinear]; +"326 DequantizeLinear_onnx^^Conv_705_1" [id=326, type=DequantizeLinear]; "327 /inception5a/branch2/branch2.0/conv/Conv" [id=327, type=Conv]; "328 /inception5a/branch2/branch2.0/Relu" [id=328, type=Relu]; "329 QuantizeLinear_/inception5a/branch2/branch2.0/Relu_output_0_1" [id=329, type=QuantizeLinear]; "330 DequantizeLinear_/inception5a/branch2/branch2.0/Relu_output_0_1" [id=330, type=DequantizeLinear]; -"331 QuantizeLinear_onnx^^Conv_708_1" [id=331, label="331 QuantizeLinear_onnx::Conv_708_1", type=QuantizeLinear]; -"332 DequantizeLinear_onnx^^Conv_708_1" [id=332, label="332 DequantizeLinear_onnx::Conv_708_1", type=DequantizeLinear]; +"331 QuantizeLinear_onnx^^Conv_708_1" [id=331, type=QuantizeLinear]; +"332 DequantizeLinear_onnx^^Conv_708_1" [id=332, type=DequantizeLinear]; "333 /inception5a/branch2/branch2.1/conv/Conv" [id=333, type=Conv]; "334 /inception5a/branch2/branch2.1/Relu" [id=334, type=Relu]; -"335 QuantizeLinear_onnx^^Conv_711_1" [id=335, label="335 QuantizeLinear_onnx::Conv_711_1", type=QuantizeLinear]; -"336 DequantizeLinear_onnx^^Conv_711_1" [id=336, label="336 DequantizeLinear_onnx::Conv_711_1", type=DequantizeLinear]; +"335 QuantizeLinear_onnx^^Conv_711_1" [id=335, type=QuantizeLinear]; +"336 DequantizeLinear_onnx^^Conv_711_1" [id=336, type=DequantizeLinear]; "337 /inception5a/branch3/branch3.0/conv/Conv" [id=337, type=Conv]; "338 /inception5a/branch3/branch3.0/Relu" [id=338, type=Relu]; "339 QuantizeLinear_/inception5a/branch3/branch3.0/Relu_output_0_1" [id=339, type=QuantizeLinear]; "340 DequantizeLinear_/inception5a/branch3/branch3.0/Relu_output_0_1" [id=340, type=DequantizeLinear]; -"341 QuantizeLinear_onnx^^Conv_714_1" [id=341, label="341 QuantizeLinear_onnx::Conv_714_1", type=QuantizeLinear]; -"342 DequantizeLinear_onnx^^Conv_714_1" [id=342, label="342 DequantizeLinear_onnx::Conv_714_1", type=DequantizeLinear]; +"341 QuantizeLinear_onnx^^Conv_714_1" [id=341, type=QuantizeLinear]; +"342 DequantizeLinear_onnx^^Conv_714_1" [id=342, type=DequantizeLinear]; "343 /inception5a/branch3/branch3.1/conv/Conv" [id=343, type=Conv]; "344 /inception5a/branch3/branch3.1/Relu" [id=344, type=Relu]; "345 /inception5a/branch4/branch4.0/MaxPool" [id=345, type=MaxPool]; -"346 QuantizeLinear_onnx^^Conv_717_1" [id=346, label="346 QuantizeLinear_onnx::Conv_717_1", type=QuantizeLinear]; -"347 DequantizeLinear_onnx^^Conv_717_1" [id=347, label="347 DequantizeLinear_onnx::Conv_717_1", type=DequantizeLinear]; +"346 QuantizeLinear_onnx^^Conv_717_1" [id=346, type=QuantizeLinear]; +"347 DequantizeLinear_onnx^^Conv_717_1" [id=347, type=DequantizeLinear]; "348 /inception5a/branch4/branch4.1/conv/Conv" [id=348, type=Conv]; "349 /inception5a/branch4/branch4.1/Relu" [id=349, type=Relu]; "350 QuantizeLinear_/inception5a/branch2/branch2.1/Relu_output_0_1" [id=350, type=QuantizeLinear]; @@ -358,33 +358,33 @@ strict digraph { "356 QuantizeLinear_/inception5a/branch1/Relu_output_0_1" [id=356, type=QuantizeLinear]; "357 DequantizeLinear_/inception5a/branch1/Relu_output_0_1" [id=357, type=DequantizeLinear]; "358 /inception5a/Concat" [id=358, type=Concat]; -"359 QuantizeLinear_onnx^^Conv_720_1" [id=359, label="359 QuantizeLinear_onnx::Conv_720_1", type=QuantizeLinear]; -"360 DequantizeLinear_onnx^^Conv_720_1" [id=360, label="360 DequantizeLinear_onnx::Conv_720_1", type=DequantizeLinear]; +"359 QuantizeLinear_onnx^^Conv_720_1" [id=359, type=QuantizeLinear]; +"360 DequantizeLinear_onnx^^Conv_720_1" [id=360, type=DequantizeLinear]; "361 /inception5b/branch1/conv/Conv" [id=361, type=Conv]; "362 /inception5b/branch1/Relu" [id=362, type=Relu]; -"363 QuantizeLinear_onnx^^Conv_723_1" [id=363, label="363 QuantizeLinear_onnx::Conv_723_1", type=QuantizeLinear]; -"364 DequantizeLinear_onnx^^Conv_723_1" [id=364, label="364 DequantizeLinear_onnx::Conv_723_1", type=DequantizeLinear]; +"363 QuantizeLinear_onnx^^Conv_723_1" [id=363, type=QuantizeLinear]; +"364 DequantizeLinear_onnx^^Conv_723_1" [id=364, type=DequantizeLinear]; "365 /inception5b/branch2/branch2.0/conv/Conv" [id=365, type=Conv]; "366 /inception5b/branch2/branch2.0/Relu" [id=366, type=Relu]; "367 QuantizeLinear_/inception5b/branch2/branch2.0/Relu_output_0_1" [id=367, type=QuantizeLinear]; "368 DequantizeLinear_/inception5b/branch2/branch2.0/Relu_output_0_1" [id=368, type=DequantizeLinear]; -"369 QuantizeLinear_onnx^^Conv_726_1" [id=369, label="369 QuantizeLinear_onnx::Conv_726_1", type=QuantizeLinear]; -"370 DequantizeLinear_onnx^^Conv_726_1" [id=370, label="370 DequantizeLinear_onnx::Conv_726_1", type=DequantizeLinear]; +"369 QuantizeLinear_onnx^^Conv_726_1" [id=369, type=QuantizeLinear]; +"370 DequantizeLinear_onnx^^Conv_726_1" [id=370, type=DequantizeLinear]; "371 /inception5b/branch2/branch2.1/conv/Conv" [id=371, type=Conv]; "372 /inception5b/branch2/branch2.1/Relu" [id=372, type=Relu]; -"373 QuantizeLinear_onnx^^Conv_729_1" [id=373, label="373 QuantizeLinear_onnx::Conv_729_1", type=QuantizeLinear]; -"374 DequantizeLinear_onnx^^Conv_729_1" [id=374, label="374 DequantizeLinear_onnx::Conv_729_1", type=DequantizeLinear]; +"373 QuantizeLinear_onnx^^Conv_729_1" [id=373, type=QuantizeLinear]; +"374 DequantizeLinear_onnx^^Conv_729_1" [id=374, type=DequantizeLinear]; "375 /inception5b/branch3/branch3.0/conv/Conv" [id=375, type=Conv]; "376 /inception5b/branch3/branch3.0/Relu" [id=376, type=Relu]; "377 QuantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" [id=377, type=QuantizeLinear]; "378 DequantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" [id=378, type=DequantizeLinear]; -"379 QuantizeLinear_onnx^^Conv_732_1" [id=379, label="379 QuantizeLinear_onnx::Conv_732_1", type=QuantizeLinear]; -"380 DequantizeLinear_onnx^^Conv_732_1" [id=380, label="380 DequantizeLinear_onnx::Conv_732_1", type=DequantizeLinear]; +"379 QuantizeLinear_onnx^^Conv_732_1" [id=379, type=QuantizeLinear]; +"380 DequantizeLinear_onnx^^Conv_732_1" [id=380, type=DequantizeLinear]; "381 /inception5b/branch3/branch3.1/conv/Conv" [id=381, type=Conv]; "382 /inception5b/branch3/branch3.1/Relu" [id=382, type=Relu]; "383 /inception5b/branch4/branch4.0/MaxPool" [id=383, type=MaxPool]; -"384 QuantizeLinear_onnx^^Conv_735_1" [id=384, label="384 QuantizeLinear_onnx::Conv_735_1", type=QuantizeLinear]; -"385 DequantizeLinear_onnx^^Conv_735_1" [id=385, label="385 DequantizeLinear_onnx::Conv_735_1", type=DequantizeLinear]; +"384 QuantizeLinear_onnx^^Conv_735_1" [id=384, type=QuantizeLinear]; +"385 DequantizeLinear_onnx^^Conv_735_1" [id=385, type=DequantizeLinear]; "386 /inception5b/branch4/branch4.1/conv/Conv" [id=386, type=Conv]; "387 /inception5b/branch4/branch4.1/Relu" [id=387, type=Relu]; "388 QuantizeLinear_/inception5b/branch1/Relu_output_0_1" [id=388, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/inception_v3.dot b/tests/onnx/data/reference_graphs/quantization/inception_v3.dot index f2480d42f8b..b05a840f4b2 100644 --- a/tests/onnx/data/reference_graphs/quantization/inception_v3.dot +++ b/tests/onnx/data/reference_graphs/quantization/inception_v3.dot @@ -32,66 +32,66 @@ strict digraph { "30 QuantizeLinear_/Add_2_output_0_1" [id=30, type=QuantizeLinear]; "31 DequantizeLinear_/Add_2_output_0_1" [id=31, type=DequantizeLinear]; "32 /Concat" [id=32, type=Concat]; -"33 QuantizeLinear_onnx^^Conv_934_1" [id=33, label="33 QuantizeLinear_onnx::Conv_934_1", type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_934_1" [id=34, label="34 DequantizeLinear_onnx::Conv_934_1", type=DequantizeLinear]; +"33 QuantizeLinear_onnx^^Conv_934_1" [id=33, type=QuantizeLinear]; +"34 DequantizeLinear_onnx^^Conv_934_1" [id=34, type=DequantizeLinear]; "35 /Conv2d_1a_3x3/conv/Conv" [id=35, type=Conv]; "36 /Conv2d_1a_3x3/Relu" [id=36, type=Relu]; "37 QuantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_937_1" [id=39, label="39 QuantizeLinear_onnx::Conv_937_1", type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_937_1" [id=40, label="40 DequantizeLinear_onnx::Conv_937_1", type=DequantizeLinear]; +"39 QuantizeLinear_onnx^^Conv_937_1" [id=39, type=QuantizeLinear]; +"40 DequantizeLinear_onnx^^Conv_937_1" [id=40, type=DequantizeLinear]; "41 /Conv2d_2a_3x3/conv/Conv" [id=41, type=Conv]; "42 /Conv2d_2a_3x3/Relu" [id=42, type=Relu]; "43 QuantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" [id=43, type=QuantizeLinear]; "44 DequantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" [id=44, type=DequantizeLinear]; -"45 QuantizeLinear_onnx^^Conv_940_1" [id=45, label="45 QuantizeLinear_onnx::Conv_940_1", type=QuantizeLinear]; -"46 DequantizeLinear_onnx^^Conv_940_1" [id=46, label="46 DequantizeLinear_onnx::Conv_940_1", type=DequantizeLinear]; +"45 QuantizeLinear_onnx^^Conv_940_1" [id=45, type=QuantizeLinear]; +"46 DequantizeLinear_onnx^^Conv_940_1" [id=46, type=DequantizeLinear]; "47 /Conv2d_2b_3x3/conv/Conv" [id=47, type=Conv]; "48 /Conv2d_2b_3x3/Relu" [id=48, type=Relu]; "49 QuantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" [id=49, type=QuantizeLinear]; "50 DequantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" [id=50, type=DequantizeLinear]; "51 /maxpool1/MaxPool" [id=51, type=MaxPool]; -"52 QuantizeLinear_onnx^^Conv_943_1" [id=52, label="52 QuantizeLinear_onnx::Conv_943_1", type=QuantizeLinear]; -"53 DequantizeLinear_onnx^^Conv_943_1" [id=53, label="53 DequantizeLinear_onnx::Conv_943_1", type=DequantizeLinear]; +"52 QuantizeLinear_onnx^^Conv_943_1" [id=52, type=QuantizeLinear]; +"53 DequantizeLinear_onnx^^Conv_943_1" [id=53, type=DequantizeLinear]; "54 /Conv2d_3b_1x1/conv/Conv" [id=54, type=Conv]; "55 /Conv2d_3b_1x1/Relu" [id=55, type=Relu]; "56 QuantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" [id=56, type=QuantizeLinear]; "57 DequantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" [id=57, type=DequantizeLinear]; -"58 QuantizeLinear_onnx^^Conv_946_1" [id=58, label="58 QuantizeLinear_onnx::Conv_946_1", type=QuantizeLinear]; -"59 DequantizeLinear_onnx^^Conv_946_1" [id=59, label="59 DequantizeLinear_onnx::Conv_946_1", type=DequantizeLinear]; +"58 QuantizeLinear_onnx^^Conv_946_1" [id=58, type=QuantizeLinear]; +"59 DequantizeLinear_onnx^^Conv_946_1" [id=59, type=DequantizeLinear]; "60 /Conv2d_4a_3x3/conv/Conv" [id=60, type=Conv]; "61 /Conv2d_4a_3x3/Relu" [id=61, type=Relu]; "62 QuantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" [id=62, type=QuantizeLinear]; "63 DequantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" [id=63, type=DequantizeLinear]; "64 /maxpool2/MaxPool" [id=64, type=MaxPool]; -"65 QuantizeLinear_onnx^^Conv_949_1" [id=65, label="65 QuantizeLinear_onnx::Conv_949_1", type=QuantizeLinear]; -"66 DequantizeLinear_onnx^^Conv_949_1" [id=66, label="66 DequantizeLinear_onnx::Conv_949_1", type=DequantizeLinear]; +"65 QuantizeLinear_onnx^^Conv_949_1" [id=65, type=QuantizeLinear]; +"66 DequantizeLinear_onnx^^Conv_949_1" [id=66, type=DequantizeLinear]; "67 /Mixed_5b/branch1x1/conv/Conv" [id=67, type=Conv]; "68 /Mixed_5b/branch1x1/Relu" [id=68, type=Relu]; -"69 QuantizeLinear_onnx^^Conv_952_1" [id=69, label="69 QuantizeLinear_onnx::Conv_952_1", type=QuantizeLinear]; -"70 DequantizeLinear_onnx^^Conv_952_1" [id=70, label="70 DequantizeLinear_onnx::Conv_952_1", type=DequantizeLinear]; +"69 QuantizeLinear_onnx^^Conv_952_1" [id=69, type=QuantizeLinear]; +"70 DequantizeLinear_onnx^^Conv_952_1" [id=70, type=DequantizeLinear]; "71 /Mixed_5b/branch5x5_1/conv/Conv" [id=71, type=Conv]; "72 /Mixed_5b/branch5x5_1/Relu" [id=72, type=Relu]; "73 QuantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" [id=73, type=QuantizeLinear]; "74 DequantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" [id=74, type=DequantizeLinear]; -"75 QuantizeLinear_onnx^^Conv_955_1" [id=75, label="75 QuantizeLinear_onnx::Conv_955_1", type=QuantizeLinear]; -"76 DequantizeLinear_onnx^^Conv_955_1" [id=76, label="76 DequantizeLinear_onnx::Conv_955_1", type=DequantizeLinear]; +"75 QuantizeLinear_onnx^^Conv_955_1" [id=75, type=QuantizeLinear]; +"76 DequantizeLinear_onnx^^Conv_955_1" [id=76, type=DequantizeLinear]; "77 /Mixed_5b/branch5x5_2/conv/Conv" [id=77, type=Conv]; "78 /Mixed_5b/branch5x5_2/Relu" [id=78, type=Relu]; -"79 QuantizeLinear_onnx^^Conv_958_1" [id=79, label="79 QuantizeLinear_onnx::Conv_958_1", type=QuantizeLinear]; -"80 DequantizeLinear_onnx^^Conv_958_1" [id=80, label="80 DequantizeLinear_onnx::Conv_958_1", type=DequantizeLinear]; +"79 QuantizeLinear_onnx^^Conv_958_1" [id=79, type=QuantizeLinear]; +"80 DequantizeLinear_onnx^^Conv_958_1" [id=80, type=DequantizeLinear]; "81 /Mixed_5b/branch3x3dbl_1/conv/Conv" [id=81, type=Conv]; "82 /Mixed_5b/branch3x3dbl_1/Relu" [id=82, type=Relu]; "83 QuantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" [id=83, type=QuantizeLinear]; "84 DequantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" [id=84, type=DequantizeLinear]; -"85 QuantizeLinear_onnx^^Conv_961_1" [id=85, label="85 QuantizeLinear_onnx::Conv_961_1", type=QuantizeLinear]; -"86 DequantizeLinear_onnx^^Conv_961_1" [id=86, label="86 DequantizeLinear_onnx::Conv_961_1", type=DequantizeLinear]; +"85 QuantizeLinear_onnx^^Conv_961_1" [id=85, type=QuantizeLinear]; +"86 DequantizeLinear_onnx^^Conv_961_1" [id=86, type=DequantizeLinear]; "87 /Mixed_5b/branch3x3dbl_2/conv/Conv" [id=87, type=Conv]; "88 /Mixed_5b/branch3x3dbl_2/Relu" [id=88, type=Relu]; "89 QuantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" [id=89, type=QuantizeLinear]; "90 DequantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" [id=90, type=DequantizeLinear]; -"91 QuantizeLinear_onnx^^Conv_964_1" [id=91, label="91 QuantizeLinear_onnx::Conv_964_1", type=QuantizeLinear]; -"92 DequantizeLinear_onnx^^Conv_964_1" [id=92, label="92 DequantizeLinear_onnx::Conv_964_1", type=DequantizeLinear]; +"91 QuantizeLinear_onnx^^Conv_964_1" [id=91, type=QuantizeLinear]; +"92 DequantizeLinear_onnx^^Conv_964_1" [id=92, type=DequantizeLinear]; "93 /Mixed_5b/branch3x3dbl_3/conv/Conv" [id=93, type=Conv]; "94 /Mixed_5b/branch3x3dbl_3/Relu" [id=94, type=Relu]; "95 /Mixed_5b/Constant" [id=95, type=Constant]; @@ -99,8 +99,8 @@ strict digraph { "97 /Mixed_5b/AveragePool" [id=97, type=AveragePool]; "98 QuantizeLinear_/Mixed_5b/AveragePool_output_0_1" [id=98, type=QuantizeLinear]; "99 DequantizeLinear_/Mixed_5b/AveragePool_output_0_1" [id=99, type=DequantizeLinear]; -"100 QuantizeLinear_onnx^^Conv_967_1" [id=100, label="100 QuantizeLinear_onnx::Conv_967_1", type=QuantizeLinear]; -"101 DequantizeLinear_onnx^^Conv_967_1" [id=101, label="101 DequantizeLinear_onnx::Conv_967_1", type=DequantizeLinear]; +"100 QuantizeLinear_onnx^^Conv_967_1" [id=100, type=QuantizeLinear]; +"101 DequantizeLinear_onnx^^Conv_967_1" [id=101, type=DequantizeLinear]; "102 /Mixed_5b/branch_pool/conv/Conv" [id=102, type=Conv]; "103 /Mixed_5b/branch_pool/Relu" [id=103, type=Relu]; "104 QuantizeLinear_/Mixed_5b/branch1x1/Relu_output_0_1" [id=104, type=QuantizeLinear]; @@ -112,34 +112,34 @@ strict digraph { "110 QuantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" [id=110, type=QuantizeLinear]; "111 DequantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" [id=111, type=DequantizeLinear]; "112 /Mixed_5b/Concat" [id=112, type=Concat]; -"113 QuantizeLinear_onnx^^Conv_970_1" [id=113, label="113 QuantizeLinear_onnx::Conv_970_1", type=QuantizeLinear]; -"114 DequantizeLinear_onnx^^Conv_970_1" [id=114, label="114 DequantizeLinear_onnx::Conv_970_1", type=DequantizeLinear]; +"113 QuantizeLinear_onnx^^Conv_970_1" [id=113, type=QuantizeLinear]; +"114 DequantizeLinear_onnx^^Conv_970_1" [id=114, type=DequantizeLinear]; "115 /Mixed_5c/branch1x1/conv/Conv" [id=115, type=Conv]; "116 /Mixed_5c/branch1x1/Relu" [id=116, type=Relu]; -"117 QuantizeLinear_onnx^^Conv_973_1" [id=117, label="117 QuantizeLinear_onnx::Conv_973_1", type=QuantizeLinear]; -"118 DequantizeLinear_onnx^^Conv_973_1" [id=118, label="118 DequantizeLinear_onnx::Conv_973_1", type=DequantizeLinear]; +"117 QuantizeLinear_onnx^^Conv_973_1" [id=117, type=QuantizeLinear]; +"118 DequantizeLinear_onnx^^Conv_973_1" [id=118, type=DequantizeLinear]; "119 /Mixed_5c/branch5x5_1/conv/Conv" [id=119, type=Conv]; "120 /Mixed_5c/branch5x5_1/Relu" [id=120, type=Relu]; "121 QuantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" [id=121, type=QuantizeLinear]; "122 DequantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" [id=122, type=DequantizeLinear]; -"123 QuantizeLinear_onnx^^Conv_976_1" [id=123, label="123 QuantizeLinear_onnx::Conv_976_1", type=QuantizeLinear]; -"124 DequantizeLinear_onnx^^Conv_976_1" [id=124, label="124 DequantizeLinear_onnx::Conv_976_1", type=DequantizeLinear]; +"123 QuantizeLinear_onnx^^Conv_976_1" [id=123, type=QuantizeLinear]; +"124 DequantizeLinear_onnx^^Conv_976_1" [id=124, type=DequantizeLinear]; "125 /Mixed_5c/branch5x5_2/conv/Conv" [id=125, type=Conv]; "126 /Mixed_5c/branch5x5_2/Relu" [id=126, type=Relu]; -"127 QuantizeLinear_onnx^^Conv_979_1" [id=127, label="127 QuantizeLinear_onnx::Conv_979_1", type=QuantizeLinear]; -"128 DequantizeLinear_onnx^^Conv_979_1" [id=128, label="128 DequantizeLinear_onnx::Conv_979_1", type=DequantizeLinear]; +"127 QuantizeLinear_onnx^^Conv_979_1" [id=127, type=QuantizeLinear]; +"128 DequantizeLinear_onnx^^Conv_979_1" [id=128, type=DequantizeLinear]; "129 /Mixed_5c/branch3x3dbl_1/conv/Conv" [id=129, type=Conv]; "130 /Mixed_5c/branch3x3dbl_1/Relu" [id=130, type=Relu]; "131 QuantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" [id=131, type=QuantizeLinear]; "132 DequantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" [id=132, type=DequantizeLinear]; -"133 QuantizeLinear_onnx^^Conv_982_1" [id=133, label="133 QuantizeLinear_onnx::Conv_982_1", type=QuantizeLinear]; -"134 DequantizeLinear_onnx^^Conv_982_1" [id=134, label="134 DequantizeLinear_onnx::Conv_982_1", type=DequantizeLinear]; +"133 QuantizeLinear_onnx^^Conv_982_1" [id=133, type=QuantizeLinear]; +"134 DequantizeLinear_onnx^^Conv_982_1" [id=134, type=DequantizeLinear]; "135 /Mixed_5c/branch3x3dbl_2/conv/Conv" [id=135, type=Conv]; "136 /Mixed_5c/branch3x3dbl_2/Relu" [id=136, type=Relu]; "137 QuantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" [id=137, type=QuantizeLinear]; "138 DequantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" [id=138, type=DequantizeLinear]; -"139 QuantizeLinear_onnx^^Conv_985_1" [id=139, label="139 QuantizeLinear_onnx::Conv_985_1", type=QuantizeLinear]; -"140 DequantizeLinear_onnx^^Conv_985_1" [id=140, label="140 DequantizeLinear_onnx::Conv_985_1", type=DequantizeLinear]; +"139 QuantizeLinear_onnx^^Conv_985_1" [id=139, type=QuantizeLinear]; +"140 DequantizeLinear_onnx^^Conv_985_1" [id=140, type=DequantizeLinear]; "141 /Mixed_5c/branch3x3dbl_3/conv/Conv" [id=141, type=Conv]; "142 /Mixed_5c/branch3x3dbl_3/Relu" [id=142, type=Relu]; "143 /Mixed_5c/Constant" [id=143, type=Constant]; @@ -147,8 +147,8 @@ strict digraph { "145 /Mixed_5c/AveragePool" [id=145, type=AveragePool]; "146 QuantizeLinear_/Mixed_5c/AveragePool_output_0_1" [id=146, type=QuantizeLinear]; "147 DequantizeLinear_/Mixed_5c/AveragePool_output_0_1" [id=147, type=DequantizeLinear]; -"148 QuantizeLinear_onnx^^Conv_988_1" [id=148, label="148 QuantizeLinear_onnx::Conv_988_1", type=QuantizeLinear]; -"149 DequantizeLinear_onnx^^Conv_988_1" [id=149, label="149 DequantizeLinear_onnx::Conv_988_1", type=DequantizeLinear]; +"148 QuantizeLinear_onnx^^Conv_988_1" [id=148, type=QuantizeLinear]; +"149 DequantizeLinear_onnx^^Conv_988_1" [id=149, type=DequantizeLinear]; "150 /Mixed_5c/branch_pool/conv/Conv" [id=150, type=Conv]; "151 /Mixed_5c/branch_pool/Relu" [id=151, type=Relu]; "152 QuantizeLinear_/Mixed_5c/branch1x1/Relu_output_0_1" [id=152, type=QuantizeLinear]; @@ -160,34 +160,34 @@ strict digraph { "158 QuantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" [id=158, type=QuantizeLinear]; "159 DequantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" [id=159, type=DequantizeLinear]; "160 /Mixed_5c/Concat" [id=160, type=Concat]; -"161 QuantizeLinear_onnx^^Conv_991_1" [id=161, label="161 QuantizeLinear_onnx::Conv_991_1", type=QuantizeLinear]; -"162 DequantizeLinear_onnx^^Conv_991_1" [id=162, label="162 DequantizeLinear_onnx::Conv_991_1", type=DequantizeLinear]; +"161 QuantizeLinear_onnx^^Conv_991_1" [id=161, type=QuantizeLinear]; +"162 DequantizeLinear_onnx^^Conv_991_1" [id=162, type=DequantizeLinear]; "163 /Mixed_5d/branch1x1/conv/Conv" [id=163, type=Conv]; "164 /Mixed_5d/branch1x1/Relu" [id=164, type=Relu]; -"165 QuantizeLinear_onnx^^Conv_994_1" [id=165, label="165 QuantizeLinear_onnx::Conv_994_1", type=QuantizeLinear]; -"166 DequantizeLinear_onnx^^Conv_994_1" [id=166, label="166 DequantizeLinear_onnx::Conv_994_1", type=DequantizeLinear]; +"165 QuantizeLinear_onnx^^Conv_994_1" [id=165, type=QuantizeLinear]; +"166 DequantizeLinear_onnx^^Conv_994_1" [id=166, type=DequantizeLinear]; "167 /Mixed_5d/branch5x5_1/conv/Conv" [id=167, type=Conv]; "168 /Mixed_5d/branch5x5_1/Relu" [id=168, type=Relu]; "169 QuantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" [id=169, type=QuantizeLinear]; "170 DequantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" [id=170, type=DequantizeLinear]; -"171 QuantizeLinear_onnx^^Conv_997_1" [id=171, label="171 QuantizeLinear_onnx::Conv_997_1", type=QuantizeLinear]; -"172 DequantizeLinear_onnx^^Conv_997_1" [id=172, label="172 DequantizeLinear_onnx::Conv_997_1", type=DequantizeLinear]; +"171 QuantizeLinear_onnx^^Conv_997_1" [id=171, type=QuantizeLinear]; +"172 DequantizeLinear_onnx^^Conv_997_1" [id=172, type=DequantizeLinear]; "173 /Mixed_5d/branch5x5_2/conv/Conv" [id=173, type=Conv]; "174 /Mixed_5d/branch5x5_2/Relu" [id=174, type=Relu]; -"175 QuantizeLinear_onnx^^Conv_1000_1" [id=175, label="175 QuantizeLinear_onnx::Conv_1000_1", type=QuantizeLinear]; -"176 DequantizeLinear_onnx^^Conv_1000_1" [id=176, label="176 DequantizeLinear_onnx::Conv_1000_1", type=DequantizeLinear]; +"175 QuantizeLinear_onnx^^Conv_1000_1" [id=175, type=QuantizeLinear]; +"176 DequantizeLinear_onnx^^Conv_1000_1" [id=176, type=DequantizeLinear]; "177 /Mixed_5d/branch3x3dbl_1/conv/Conv" [id=177, type=Conv]; "178 /Mixed_5d/branch3x3dbl_1/Relu" [id=178, type=Relu]; "179 QuantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" [id=179, type=QuantizeLinear]; "180 DequantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" [id=180, type=DequantizeLinear]; -"181 QuantizeLinear_onnx^^Conv_1003_1" [id=181, label="181 QuantizeLinear_onnx::Conv_1003_1", type=QuantizeLinear]; -"182 DequantizeLinear_onnx^^Conv_1003_1" [id=182, label="182 DequantizeLinear_onnx::Conv_1003_1", type=DequantizeLinear]; +"181 QuantizeLinear_onnx^^Conv_1003_1" [id=181, type=QuantizeLinear]; +"182 DequantizeLinear_onnx^^Conv_1003_1" [id=182, type=DequantizeLinear]; "183 /Mixed_5d/branch3x3dbl_2/conv/Conv" [id=183, type=Conv]; "184 /Mixed_5d/branch3x3dbl_2/Relu" [id=184, type=Relu]; "185 QuantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" [id=185, type=QuantizeLinear]; "186 DequantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" [id=186, type=DequantizeLinear]; -"187 QuantizeLinear_onnx^^Conv_1006_1" [id=187, label="187 QuantizeLinear_onnx::Conv_1006_1", type=QuantizeLinear]; -"188 DequantizeLinear_onnx^^Conv_1006_1" [id=188, label="188 DequantizeLinear_onnx::Conv_1006_1", type=DequantizeLinear]; +"187 QuantizeLinear_onnx^^Conv_1006_1" [id=187, type=QuantizeLinear]; +"188 DequantizeLinear_onnx^^Conv_1006_1" [id=188, type=DequantizeLinear]; "189 /Mixed_5d/branch3x3dbl_3/conv/Conv" [id=189, type=Conv]; "190 /Mixed_5d/branch3x3dbl_3/Relu" [id=190, type=Relu]; "191 /Mixed_5d/Constant" [id=191, type=Constant]; @@ -195,8 +195,8 @@ strict digraph { "193 /Mixed_5d/AveragePool" [id=193, type=AveragePool]; "194 QuantizeLinear_/Mixed_5d/AveragePool_output_0_1" [id=194, type=QuantizeLinear]; "195 DequantizeLinear_/Mixed_5d/AveragePool_output_0_1" [id=195, type=DequantizeLinear]; -"196 QuantizeLinear_onnx^^Conv_1009_1" [id=196, label="196 QuantizeLinear_onnx::Conv_1009_1", type=QuantizeLinear]; -"197 DequantizeLinear_onnx^^Conv_1009_1" [id=197, label="197 DequantizeLinear_onnx::Conv_1009_1", type=DequantizeLinear]; +"196 QuantizeLinear_onnx^^Conv_1009_1" [id=196, type=QuantizeLinear]; +"197 DequantizeLinear_onnx^^Conv_1009_1" [id=197, type=DequantizeLinear]; "198 /Mixed_5d/branch_pool/conv/Conv" [id=198, type=Conv]; "199 /Mixed_5d/branch_pool/Relu" [id=199, type=Relu]; "200 QuantizeLinear_/Mixed_5d/branch1x1/Relu_output_0_1" [id=200, type=QuantizeLinear]; @@ -208,24 +208,24 @@ strict digraph { "206 QuantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" [id=206, type=QuantizeLinear]; "207 DequantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" [id=207, type=DequantizeLinear]; "208 /Mixed_5d/Concat" [id=208, type=Concat]; -"209 QuantizeLinear_onnx^^Conv_1012_1" [id=209, label="209 QuantizeLinear_onnx::Conv_1012_1", type=QuantizeLinear]; -"210 DequantizeLinear_onnx^^Conv_1012_1" [id=210, label="210 DequantizeLinear_onnx::Conv_1012_1", type=DequantizeLinear]; +"209 QuantizeLinear_onnx^^Conv_1012_1" [id=209, type=QuantizeLinear]; +"210 DequantizeLinear_onnx^^Conv_1012_1" [id=210, type=DequantizeLinear]; "211 /Mixed_6a/branch3x3/conv/Conv" [id=211, type=Conv]; "212 /Mixed_6a/branch3x3/Relu" [id=212, type=Relu]; -"213 QuantizeLinear_onnx^^Conv_1015_1" [id=213, label="213 QuantizeLinear_onnx::Conv_1015_1", type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_1015_1" [id=214, label="214 DequantizeLinear_onnx::Conv_1015_1", type=DequantizeLinear]; +"213 QuantizeLinear_onnx^^Conv_1015_1" [id=213, type=QuantizeLinear]; +"214 DequantizeLinear_onnx^^Conv_1015_1" [id=214, type=DequantizeLinear]; "215 /Mixed_6a/branch3x3dbl_1/conv/Conv" [id=215, type=Conv]; "216 /Mixed_6a/branch3x3dbl_1/Relu" [id=216, type=Relu]; "217 QuantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" [id=217, type=QuantizeLinear]; "218 DequantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" [id=218, type=DequantizeLinear]; -"219 QuantizeLinear_onnx^^Conv_1018_1" [id=219, label="219 QuantizeLinear_onnx::Conv_1018_1", type=QuantizeLinear]; -"220 DequantizeLinear_onnx^^Conv_1018_1" [id=220, label="220 DequantizeLinear_onnx::Conv_1018_1", type=DequantizeLinear]; +"219 QuantizeLinear_onnx^^Conv_1018_1" [id=219, type=QuantizeLinear]; +"220 DequantizeLinear_onnx^^Conv_1018_1" [id=220, type=DequantizeLinear]; "221 /Mixed_6a/branch3x3dbl_2/conv/Conv" [id=221, type=Conv]; "222 /Mixed_6a/branch3x3dbl_2/Relu" [id=222, type=Relu]; "223 QuantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" [id=223, type=QuantizeLinear]; "224 DequantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" [id=224, type=DequantizeLinear]; -"225 QuantizeLinear_onnx^^Conv_1021_1" [id=225, label="225 QuantizeLinear_onnx::Conv_1021_1", type=QuantizeLinear]; -"226 DequantizeLinear_onnx^^Conv_1021_1" [id=226, label="226 DequantizeLinear_onnx::Conv_1021_1", type=DequantizeLinear]; +"225 QuantizeLinear_onnx^^Conv_1021_1" [id=225, type=QuantizeLinear]; +"226 DequantizeLinear_onnx^^Conv_1021_1" [id=226, type=DequantizeLinear]; "227 /Mixed_6a/branch3x3dbl_3/conv/Conv" [id=227, type=Conv]; "228 /Mixed_6a/branch3x3dbl_3/Relu" [id=228, type=Relu]; "229 /Mixed_6a/MaxPool" [id=229, type=MaxPool]; @@ -234,52 +234,52 @@ strict digraph { "232 QuantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" [id=232, type=QuantizeLinear]; "233 DequantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" [id=233, type=DequantizeLinear]; "234 /Mixed_6a/Concat" [id=234, type=Concat]; -"235 QuantizeLinear_onnx^^Conv_1024_1" [id=235, label="235 QuantizeLinear_onnx::Conv_1024_1", type=QuantizeLinear]; -"236 DequantizeLinear_onnx^^Conv_1024_1" [id=236, label="236 DequantizeLinear_onnx::Conv_1024_1", type=DequantizeLinear]; +"235 QuantizeLinear_onnx^^Conv_1024_1" [id=235, type=QuantizeLinear]; +"236 DequantizeLinear_onnx^^Conv_1024_1" [id=236, type=DequantizeLinear]; "237 /Mixed_6b/branch1x1/conv/Conv" [id=237, type=Conv]; "238 /Mixed_6b/branch1x1/Relu" [id=238, type=Relu]; -"239 QuantizeLinear_onnx^^Conv_1027_1" [id=239, label="239 QuantizeLinear_onnx::Conv_1027_1", type=QuantizeLinear]; -"240 DequantizeLinear_onnx^^Conv_1027_1" [id=240, label="240 DequantizeLinear_onnx::Conv_1027_1", type=DequantizeLinear]; +"239 QuantizeLinear_onnx^^Conv_1027_1" [id=239, type=QuantizeLinear]; +"240 DequantizeLinear_onnx^^Conv_1027_1" [id=240, type=DequantizeLinear]; "241 /Mixed_6b/branch7x7_1/conv/Conv" [id=241, type=Conv]; "242 /Mixed_6b/branch7x7_1/Relu" [id=242, type=Relu]; "243 QuantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" [id=243, type=QuantizeLinear]; "244 DequantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" [id=244, type=DequantizeLinear]; -"245 QuantizeLinear_onnx^^Conv_1030_1" [id=245, label="245 QuantizeLinear_onnx::Conv_1030_1", type=QuantizeLinear]; -"246 DequantizeLinear_onnx^^Conv_1030_1" [id=246, label="246 DequantizeLinear_onnx::Conv_1030_1", type=DequantizeLinear]; +"245 QuantizeLinear_onnx^^Conv_1030_1" [id=245, type=QuantizeLinear]; +"246 DequantizeLinear_onnx^^Conv_1030_1" [id=246, type=DequantizeLinear]; "247 /Mixed_6b/branch7x7_2/conv/Conv" [id=247, type=Conv]; "248 /Mixed_6b/branch7x7_2/Relu" [id=248, type=Relu]; "249 QuantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" [id=249, type=QuantizeLinear]; "250 DequantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" [id=250, type=DequantizeLinear]; -"251 QuantizeLinear_onnx^^Conv_1033_1" [id=251, label="251 QuantizeLinear_onnx::Conv_1033_1", type=QuantizeLinear]; -"252 DequantizeLinear_onnx^^Conv_1033_1" [id=252, label="252 DequantizeLinear_onnx::Conv_1033_1", type=DequantizeLinear]; +"251 QuantizeLinear_onnx^^Conv_1033_1" [id=251, type=QuantizeLinear]; +"252 DequantizeLinear_onnx^^Conv_1033_1" [id=252, type=DequantizeLinear]; "253 /Mixed_6b/branch7x7_3/conv/Conv" [id=253, type=Conv]; "254 /Mixed_6b/branch7x7_3/Relu" [id=254, type=Relu]; -"255 QuantizeLinear_onnx^^Conv_1036_1" [id=255, label="255 QuantizeLinear_onnx::Conv_1036_1", type=QuantizeLinear]; -"256 DequantizeLinear_onnx^^Conv_1036_1" [id=256, label="256 DequantizeLinear_onnx::Conv_1036_1", type=DequantizeLinear]; +"255 QuantizeLinear_onnx^^Conv_1036_1" [id=255, type=QuantizeLinear]; +"256 DequantizeLinear_onnx^^Conv_1036_1" [id=256, type=DequantizeLinear]; "257 /Mixed_6b/branch7x7dbl_1/conv/Conv" [id=257, type=Conv]; "258 /Mixed_6b/branch7x7dbl_1/Relu" [id=258, type=Relu]; "259 QuantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" [id=259, type=QuantizeLinear]; "260 DequantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" [id=260, type=DequantizeLinear]; -"261 QuantizeLinear_onnx^^Conv_1039_1" [id=261, label="261 QuantizeLinear_onnx::Conv_1039_1", type=QuantizeLinear]; -"262 DequantizeLinear_onnx^^Conv_1039_1" [id=262, label="262 DequantizeLinear_onnx::Conv_1039_1", type=DequantizeLinear]; +"261 QuantizeLinear_onnx^^Conv_1039_1" [id=261, type=QuantizeLinear]; +"262 DequantizeLinear_onnx^^Conv_1039_1" [id=262, type=DequantizeLinear]; "263 /Mixed_6b/branch7x7dbl_2/conv/Conv" [id=263, type=Conv]; "264 /Mixed_6b/branch7x7dbl_2/Relu" [id=264, type=Relu]; "265 QuantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" [id=265, type=QuantizeLinear]; "266 DequantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" [id=266, type=DequantizeLinear]; -"267 QuantizeLinear_onnx^^Conv_1042_1" [id=267, label="267 QuantizeLinear_onnx::Conv_1042_1", type=QuantizeLinear]; -"268 DequantizeLinear_onnx^^Conv_1042_1" [id=268, label="268 DequantizeLinear_onnx::Conv_1042_1", type=DequantizeLinear]; +"267 QuantizeLinear_onnx^^Conv_1042_1" [id=267, type=QuantizeLinear]; +"268 DequantizeLinear_onnx^^Conv_1042_1" [id=268, type=DequantizeLinear]; "269 /Mixed_6b/branch7x7dbl_3/conv/Conv" [id=269, type=Conv]; "270 /Mixed_6b/branch7x7dbl_3/Relu" [id=270, type=Relu]; "271 QuantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" [id=271, type=QuantizeLinear]; "272 DequantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" [id=272, type=DequantizeLinear]; -"273 QuantizeLinear_onnx^^Conv_1045_1" [id=273, label="273 QuantizeLinear_onnx::Conv_1045_1", type=QuantizeLinear]; -"274 DequantizeLinear_onnx^^Conv_1045_1" [id=274, label="274 DequantizeLinear_onnx::Conv_1045_1", type=DequantizeLinear]; +"273 QuantizeLinear_onnx^^Conv_1045_1" [id=273, type=QuantizeLinear]; +"274 DequantizeLinear_onnx^^Conv_1045_1" [id=274, type=DequantizeLinear]; "275 /Mixed_6b/branch7x7dbl_4/conv/Conv" [id=275, type=Conv]; "276 /Mixed_6b/branch7x7dbl_4/Relu" [id=276, type=Relu]; "277 QuantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" [id=277, type=QuantizeLinear]; "278 DequantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" [id=278, type=DequantizeLinear]; -"279 QuantizeLinear_onnx^^Conv_1048_1" [id=279, label="279 QuantizeLinear_onnx::Conv_1048_1", type=QuantizeLinear]; -"280 DequantizeLinear_onnx^^Conv_1048_1" [id=280, label="280 DequantizeLinear_onnx::Conv_1048_1", type=DequantizeLinear]; +"279 QuantizeLinear_onnx^^Conv_1048_1" [id=279, type=QuantizeLinear]; +"280 DequantizeLinear_onnx^^Conv_1048_1" [id=280, type=DequantizeLinear]; "281 /Mixed_6b/branch7x7dbl_5/conv/Conv" [id=281, type=Conv]; "282 /Mixed_6b/branch7x7dbl_5/Relu" [id=282, type=Relu]; "283 /Mixed_6b/Constant" [id=283, type=Constant]; @@ -287,8 +287,8 @@ strict digraph { "285 /Mixed_6b/AveragePool" [id=285, type=AveragePool]; "286 QuantizeLinear_/Mixed_6b/AveragePool_output_0_1" [id=286, type=QuantizeLinear]; "287 DequantizeLinear_/Mixed_6b/AveragePool_output_0_1" [id=287, type=DequantizeLinear]; -"288 QuantizeLinear_onnx^^Conv_1051_1" [id=288, label="288 QuantizeLinear_onnx::Conv_1051_1", type=QuantizeLinear]; -"289 DequantizeLinear_onnx^^Conv_1051_1" [id=289, label="289 DequantizeLinear_onnx::Conv_1051_1", type=DequantizeLinear]; +"288 QuantizeLinear_onnx^^Conv_1051_1" [id=288, type=QuantizeLinear]; +"289 DequantizeLinear_onnx^^Conv_1051_1" [id=289, type=DequantizeLinear]; "290 /Mixed_6b/branch_pool/conv/Conv" [id=290, type=Conv]; "291 /Mixed_6b/branch_pool/Relu" [id=291, type=Relu]; "292 QuantizeLinear_/Mixed_6b/branch7x7_3/Relu_output_0_1" [id=292, type=QuantizeLinear]; @@ -300,52 +300,52 @@ strict digraph { "298 QuantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" [id=298, type=QuantizeLinear]; "299 DequantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" [id=299, type=DequantizeLinear]; "300 /Mixed_6b/Concat" [id=300, type=Concat]; -"301 QuantizeLinear_onnx^^Conv_1054_1" [id=301, label="301 QuantizeLinear_onnx::Conv_1054_1", type=QuantizeLinear]; -"302 DequantizeLinear_onnx^^Conv_1054_1" [id=302, label="302 DequantizeLinear_onnx::Conv_1054_1", type=DequantizeLinear]; +"301 QuantizeLinear_onnx^^Conv_1054_1" [id=301, type=QuantizeLinear]; +"302 DequantizeLinear_onnx^^Conv_1054_1" [id=302, type=DequantizeLinear]; "303 /Mixed_6c/branch1x1/conv/Conv" [id=303, type=Conv]; "304 /Mixed_6c/branch1x1/Relu" [id=304, type=Relu]; -"305 QuantizeLinear_onnx^^Conv_1057_1" [id=305, label="305 QuantizeLinear_onnx::Conv_1057_1", type=QuantizeLinear]; -"306 DequantizeLinear_onnx^^Conv_1057_1" [id=306, label="306 DequantizeLinear_onnx::Conv_1057_1", type=DequantizeLinear]; +"305 QuantizeLinear_onnx^^Conv_1057_1" [id=305, type=QuantizeLinear]; +"306 DequantizeLinear_onnx^^Conv_1057_1" [id=306, type=DequantizeLinear]; "307 /Mixed_6c/branch7x7_1/conv/Conv" [id=307, type=Conv]; "308 /Mixed_6c/branch7x7_1/Relu" [id=308, type=Relu]; "309 QuantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" [id=309, type=QuantizeLinear]; "310 DequantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" [id=310, type=DequantizeLinear]; -"311 QuantizeLinear_onnx^^Conv_1060_1" [id=311, label="311 QuantizeLinear_onnx::Conv_1060_1", type=QuantizeLinear]; -"312 DequantizeLinear_onnx^^Conv_1060_1" [id=312, label="312 DequantizeLinear_onnx::Conv_1060_1", type=DequantizeLinear]; +"311 QuantizeLinear_onnx^^Conv_1060_1" [id=311, type=QuantizeLinear]; +"312 DequantizeLinear_onnx^^Conv_1060_1" [id=312, type=DequantizeLinear]; "313 /Mixed_6c/branch7x7_2/conv/Conv" [id=313, type=Conv]; "314 /Mixed_6c/branch7x7_2/Relu" [id=314, type=Relu]; "315 QuantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" [id=315, type=QuantizeLinear]; "316 DequantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" [id=316, type=DequantizeLinear]; -"317 QuantizeLinear_onnx^^Conv_1063_1" [id=317, label="317 QuantizeLinear_onnx::Conv_1063_1", type=QuantizeLinear]; -"318 DequantizeLinear_onnx^^Conv_1063_1" [id=318, label="318 DequantizeLinear_onnx::Conv_1063_1", type=DequantizeLinear]; +"317 QuantizeLinear_onnx^^Conv_1063_1" [id=317, type=QuantizeLinear]; +"318 DequantizeLinear_onnx^^Conv_1063_1" [id=318, type=DequantizeLinear]; "319 /Mixed_6c/branch7x7_3/conv/Conv" [id=319, type=Conv]; "320 /Mixed_6c/branch7x7_3/Relu" [id=320, type=Relu]; -"321 QuantizeLinear_onnx^^Conv_1066_1" [id=321, label="321 QuantizeLinear_onnx::Conv_1066_1", type=QuantizeLinear]; -"322 DequantizeLinear_onnx^^Conv_1066_1" [id=322, label="322 DequantizeLinear_onnx::Conv_1066_1", type=DequantizeLinear]; +"321 QuantizeLinear_onnx^^Conv_1066_1" [id=321, type=QuantizeLinear]; +"322 DequantizeLinear_onnx^^Conv_1066_1" [id=322, type=DequantizeLinear]; "323 /Mixed_6c/branch7x7dbl_1/conv/Conv" [id=323, type=Conv]; "324 /Mixed_6c/branch7x7dbl_1/Relu" [id=324, type=Relu]; "325 QuantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" [id=325, type=QuantizeLinear]; "326 DequantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" [id=326, type=DequantizeLinear]; -"327 QuantizeLinear_onnx^^Conv_1069_1" [id=327, label="327 QuantizeLinear_onnx::Conv_1069_1", type=QuantizeLinear]; -"328 DequantizeLinear_onnx^^Conv_1069_1" [id=328, label="328 DequantizeLinear_onnx::Conv_1069_1", type=DequantizeLinear]; +"327 QuantizeLinear_onnx^^Conv_1069_1" [id=327, type=QuantizeLinear]; +"328 DequantizeLinear_onnx^^Conv_1069_1" [id=328, type=DequantizeLinear]; "329 /Mixed_6c/branch7x7dbl_2/conv/Conv" [id=329, type=Conv]; "330 /Mixed_6c/branch7x7dbl_2/Relu" [id=330, type=Relu]; "331 QuantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" [id=331, type=QuantizeLinear]; "332 DequantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" [id=332, type=DequantizeLinear]; -"333 QuantizeLinear_onnx^^Conv_1072_1" [id=333, label="333 QuantizeLinear_onnx::Conv_1072_1", type=QuantizeLinear]; -"334 DequantizeLinear_onnx^^Conv_1072_1" [id=334, label="334 DequantizeLinear_onnx::Conv_1072_1", type=DequantizeLinear]; +"333 QuantizeLinear_onnx^^Conv_1072_1" [id=333, type=QuantizeLinear]; +"334 DequantizeLinear_onnx^^Conv_1072_1" [id=334, type=DequantizeLinear]; "335 /Mixed_6c/branch7x7dbl_3/conv/Conv" [id=335, type=Conv]; "336 /Mixed_6c/branch7x7dbl_3/Relu" [id=336, type=Relu]; "337 QuantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" [id=337, type=QuantizeLinear]; "338 DequantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" [id=338, type=DequantizeLinear]; -"339 QuantizeLinear_onnx^^Conv_1075_1" [id=339, label="339 QuantizeLinear_onnx::Conv_1075_1", type=QuantizeLinear]; -"340 DequantizeLinear_onnx^^Conv_1075_1" [id=340, label="340 DequantizeLinear_onnx::Conv_1075_1", type=DequantizeLinear]; +"339 QuantizeLinear_onnx^^Conv_1075_1" [id=339, type=QuantizeLinear]; +"340 DequantizeLinear_onnx^^Conv_1075_1" [id=340, type=DequantizeLinear]; "341 /Mixed_6c/branch7x7dbl_4/conv/Conv" [id=341, type=Conv]; "342 /Mixed_6c/branch7x7dbl_4/Relu" [id=342, type=Relu]; "343 QuantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" [id=343, type=QuantizeLinear]; "344 DequantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" [id=344, type=DequantizeLinear]; -"345 QuantizeLinear_onnx^^Conv_1078_1" [id=345, label="345 QuantizeLinear_onnx::Conv_1078_1", type=QuantizeLinear]; -"346 DequantizeLinear_onnx^^Conv_1078_1" [id=346, label="346 DequantizeLinear_onnx::Conv_1078_1", type=DequantizeLinear]; +"345 QuantizeLinear_onnx^^Conv_1078_1" [id=345, type=QuantizeLinear]; +"346 DequantizeLinear_onnx^^Conv_1078_1" [id=346, type=DequantizeLinear]; "347 /Mixed_6c/branch7x7dbl_5/conv/Conv" [id=347, type=Conv]; "348 /Mixed_6c/branch7x7dbl_5/Relu" [id=348, type=Relu]; "349 /Mixed_6c/Constant" [id=349, type=Constant]; @@ -353,8 +353,8 @@ strict digraph { "351 /Mixed_6c/AveragePool" [id=351, type=AveragePool]; "352 QuantizeLinear_/Mixed_6c/AveragePool_output_0_1" [id=352, type=QuantizeLinear]; "353 DequantizeLinear_/Mixed_6c/AveragePool_output_0_1" [id=353, type=DequantizeLinear]; -"354 QuantizeLinear_onnx^^Conv_1081_1" [id=354, label="354 QuantizeLinear_onnx::Conv_1081_1", type=QuantizeLinear]; -"355 DequantizeLinear_onnx^^Conv_1081_1" [id=355, label="355 DequantizeLinear_onnx::Conv_1081_1", type=DequantizeLinear]; +"354 QuantizeLinear_onnx^^Conv_1081_1" [id=354, type=QuantizeLinear]; +"355 DequantizeLinear_onnx^^Conv_1081_1" [id=355, type=DequantizeLinear]; "356 /Mixed_6c/branch_pool/conv/Conv" [id=356, type=Conv]; "357 /Mixed_6c/branch_pool/Relu" [id=357, type=Relu]; "358 QuantizeLinear_/Mixed_6c/branch7x7_3/Relu_output_0_1" [id=358, type=QuantizeLinear]; @@ -366,52 +366,52 @@ strict digraph { "364 QuantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" [id=364, type=QuantizeLinear]; "365 DequantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" [id=365, type=DequantizeLinear]; "366 /Mixed_6c/Concat" [id=366, type=Concat]; -"367 QuantizeLinear_onnx^^Conv_1084_1" [id=367, label="367 QuantizeLinear_onnx::Conv_1084_1", type=QuantizeLinear]; -"368 DequantizeLinear_onnx^^Conv_1084_1" [id=368, label="368 DequantizeLinear_onnx::Conv_1084_1", type=DequantizeLinear]; +"367 QuantizeLinear_onnx^^Conv_1084_1" [id=367, type=QuantizeLinear]; +"368 DequantizeLinear_onnx^^Conv_1084_1" [id=368, type=DequantizeLinear]; "369 /Mixed_6d/branch1x1/conv/Conv" [id=369, type=Conv]; "370 /Mixed_6d/branch1x1/Relu" [id=370, type=Relu]; -"371 QuantizeLinear_onnx^^Conv_1087_1" [id=371, label="371 QuantizeLinear_onnx::Conv_1087_1", type=QuantizeLinear]; -"372 DequantizeLinear_onnx^^Conv_1087_1" [id=372, label="372 DequantizeLinear_onnx::Conv_1087_1", type=DequantizeLinear]; +"371 QuantizeLinear_onnx^^Conv_1087_1" [id=371, type=QuantizeLinear]; +"372 DequantizeLinear_onnx^^Conv_1087_1" [id=372, type=DequantizeLinear]; "373 /Mixed_6d/branch7x7_1/conv/Conv" [id=373, type=Conv]; "374 /Mixed_6d/branch7x7_1/Relu" [id=374, type=Relu]; "375 QuantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" [id=375, type=QuantizeLinear]; "376 DequantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" [id=376, type=DequantizeLinear]; -"377 QuantizeLinear_onnx^^Conv_1090_1" [id=377, label="377 QuantizeLinear_onnx::Conv_1090_1", type=QuantizeLinear]; -"378 DequantizeLinear_onnx^^Conv_1090_1" [id=378, label="378 DequantizeLinear_onnx::Conv_1090_1", type=DequantizeLinear]; +"377 QuantizeLinear_onnx^^Conv_1090_1" [id=377, type=QuantizeLinear]; +"378 DequantizeLinear_onnx^^Conv_1090_1" [id=378, type=DequantizeLinear]; "379 /Mixed_6d/branch7x7_2/conv/Conv" [id=379, type=Conv]; "380 /Mixed_6d/branch7x7_2/Relu" [id=380, type=Relu]; "381 QuantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" [id=381, type=QuantizeLinear]; "382 DequantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" [id=382, type=DequantizeLinear]; -"383 QuantizeLinear_onnx^^Conv_1093_1" [id=383, label="383 QuantizeLinear_onnx::Conv_1093_1", type=QuantizeLinear]; -"384 DequantizeLinear_onnx^^Conv_1093_1" [id=384, label="384 DequantizeLinear_onnx::Conv_1093_1", type=DequantizeLinear]; +"383 QuantizeLinear_onnx^^Conv_1093_1" [id=383, type=QuantizeLinear]; +"384 DequantizeLinear_onnx^^Conv_1093_1" [id=384, type=DequantizeLinear]; "385 /Mixed_6d/branch7x7_3/conv/Conv" [id=385, type=Conv]; "386 /Mixed_6d/branch7x7_3/Relu" [id=386, type=Relu]; -"387 QuantizeLinear_onnx^^Conv_1096_1" [id=387, label="387 QuantizeLinear_onnx::Conv_1096_1", type=QuantizeLinear]; -"388 DequantizeLinear_onnx^^Conv_1096_1" [id=388, label="388 DequantizeLinear_onnx::Conv_1096_1", type=DequantizeLinear]; +"387 QuantizeLinear_onnx^^Conv_1096_1" [id=387, type=QuantizeLinear]; +"388 DequantizeLinear_onnx^^Conv_1096_1" [id=388, type=DequantizeLinear]; "389 /Mixed_6d/branch7x7dbl_1/conv/Conv" [id=389, type=Conv]; "390 /Mixed_6d/branch7x7dbl_1/Relu" [id=390, type=Relu]; "391 QuantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" [id=391, type=QuantizeLinear]; "392 DequantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" [id=392, type=DequantizeLinear]; -"393 QuantizeLinear_onnx^^Conv_1099_1" [id=393, label="393 QuantizeLinear_onnx::Conv_1099_1", type=QuantizeLinear]; -"394 DequantizeLinear_onnx^^Conv_1099_1" [id=394, label="394 DequantizeLinear_onnx::Conv_1099_1", type=DequantizeLinear]; +"393 QuantizeLinear_onnx^^Conv_1099_1" [id=393, type=QuantizeLinear]; +"394 DequantizeLinear_onnx^^Conv_1099_1" [id=394, type=DequantizeLinear]; "395 /Mixed_6d/branch7x7dbl_2/conv/Conv" [id=395, type=Conv]; "396 /Mixed_6d/branch7x7dbl_2/Relu" [id=396, type=Relu]; "397 QuantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" [id=397, type=QuantizeLinear]; "398 DequantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" [id=398, type=DequantizeLinear]; -"399 QuantizeLinear_onnx^^Conv_1102_1" [id=399, label="399 QuantizeLinear_onnx::Conv_1102_1", type=QuantizeLinear]; -"400 DequantizeLinear_onnx^^Conv_1102_1" [id=400, label="400 DequantizeLinear_onnx::Conv_1102_1", type=DequantizeLinear]; +"399 QuantizeLinear_onnx^^Conv_1102_1" [id=399, type=QuantizeLinear]; +"400 DequantizeLinear_onnx^^Conv_1102_1" [id=400, type=DequantizeLinear]; "401 /Mixed_6d/branch7x7dbl_3/conv/Conv" [id=401, type=Conv]; "402 /Mixed_6d/branch7x7dbl_3/Relu" [id=402, type=Relu]; "403 QuantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" [id=403, type=QuantizeLinear]; "404 DequantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" [id=404, type=DequantizeLinear]; -"405 QuantizeLinear_onnx^^Conv_1105_1" [id=405, label="405 QuantizeLinear_onnx::Conv_1105_1", type=QuantizeLinear]; -"406 DequantizeLinear_onnx^^Conv_1105_1" [id=406, label="406 DequantizeLinear_onnx::Conv_1105_1", type=DequantizeLinear]; +"405 QuantizeLinear_onnx^^Conv_1105_1" [id=405, type=QuantizeLinear]; +"406 DequantizeLinear_onnx^^Conv_1105_1" [id=406, type=DequantizeLinear]; "407 /Mixed_6d/branch7x7dbl_4/conv/Conv" [id=407, type=Conv]; "408 /Mixed_6d/branch7x7dbl_4/Relu" [id=408, type=Relu]; "409 QuantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" [id=409, type=QuantizeLinear]; "410 DequantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" [id=410, type=DequantizeLinear]; -"411 QuantizeLinear_onnx^^Conv_1108_1" [id=411, label="411 QuantizeLinear_onnx::Conv_1108_1", type=QuantizeLinear]; -"412 DequantizeLinear_onnx^^Conv_1108_1" [id=412, label="412 DequantizeLinear_onnx::Conv_1108_1", type=DequantizeLinear]; +"411 QuantizeLinear_onnx^^Conv_1108_1" [id=411, type=QuantizeLinear]; +"412 DequantizeLinear_onnx^^Conv_1108_1" [id=412, type=DequantizeLinear]; "413 /Mixed_6d/branch7x7dbl_5/conv/Conv" [id=413, type=Conv]; "414 /Mixed_6d/branch7x7dbl_5/Relu" [id=414, type=Relu]; "415 /Mixed_6d/Constant" [id=415, type=Constant]; @@ -419,8 +419,8 @@ strict digraph { "417 /Mixed_6d/AveragePool" [id=417, type=AveragePool]; "418 QuantizeLinear_/Mixed_6d/AveragePool_output_0_1" [id=418, type=QuantizeLinear]; "419 DequantizeLinear_/Mixed_6d/AveragePool_output_0_1" [id=419, type=DequantizeLinear]; -"420 QuantizeLinear_onnx^^Conv_1111_1" [id=420, label="420 QuantizeLinear_onnx::Conv_1111_1", type=QuantizeLinear]; -"421 DequantizeLinear_onnx^^Conv_1111_1" [id=421, label="421 DequantizeLinear_onnx::Conv_1111_1", type=DequantizeLinear]; +"420 QuantizeLinear_onnx^^Conv_1111_1" [id=420, type=QuantizeLinear]; +"421 DequantizeLinear_onnx^^Conv_1111_1" [id=421, type=DequantizeLinear]; "422 /Mixed_6d/branch_pool/conv/Conv" [id=422, type=Conv]; "423 /Mixed_6d/branch_pool/Relu" [id=423, type=Relu]; "424 QuantizeLinear_/Mixed_6d/branch7x7dbl_5/Relu_output_0_1" [id=424, type=QuantizeLinear]; @@ -432,52 +432,52 @@ strict digraph { "430 QuantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" [id=430, type=QuantizeLinear]; "431 DequantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" [id=431, type=DequantizeLinear]; "432 /Mixed_6d/Concat" [id=432, type=Concat]; -"433 QuantizeLinear_onnx^^Conv_1114_1" [id=433, label="433 QuantizeLinear_onnx::Conv_1114_1", type=QuantizeLinear]; -"434 DequantizeLinear_onnx^^Conv_1114_1" [id=434, label="434 DequantizeLinear_onnx::Conv_1114_1", type=DequantizeLinear]; +"433 QuantizeLinear_onnx^^Conv_1114_1" [id=433, type=QuantizeLinear]; +"434 DequantizeLinear_onnx^^Conv_1114_1" [id=434, type=DequantizeLinear]; "435 /Mixed_6e/branch1x1/conv/Conv" [id=435, type=Conv]; "436 /Mixed_6e/branch1x1/Relu" [id=436, type=Relu]; -"437 QuantizeLinear_onnx^^Conv_1117_1" [id=437, label="437 QuantizeLinear_onnx::Conv_1117_1", type=QuantizeLinear]; -"438 DequantizeLinear_onnx^^Conv_1117_1" [id=438, label="438 DequantizeLinear_onnx::Conv_1117_1", type=DequantizeLinear]; +"437 QuantizeLinear_onnx^^Conv_1117_1" [id=437, type=QuantizeLinear]; +"438 DequantizeLinear_onnx^^Conv_1117_1" [id=438, type=DequantizeLinear]; "439 /Mixed_6e/branch7x7_1/conv/Conv" [id=439, type=Conv]; "440 /Mixed_6e/branch7x7_1/Relu" [id=440, type=Relu]; "441 QuantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" [id=441, type=QuantizeLinear]; "442 DequantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" [id=442, type=DequantizeLinear]; -"443 QuantizeLinear_onnx^^Conv_1120_1" [id=443, label="443 QuantizeLinear_onnx::Conv_1120_1", type=QuantizeLinear]; -"444 DequantizeLinear_onnx^^Conv_1120_1" [id=444, label="444 DequantizeLinear_onnx::Conv_1120_1", type=DequantizeLinear]; +"443 QuantizeLinear_onnx^^Conv_1120_1" [id=443, type=QuantizeLinear]; +"444 DequantizeLinear_onnx^^Conv_1120_1" [id=444, type=DequantizeLinear]; "445 /Mixed_6e/branch7x7_2/conv/Conv" [id=445, type=Conv]; "446 /Mixed_6e/branch7x7_2/Relu" [id=446, type=Relu]; "447 QuantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" [id=447, type=QuantizeLinear]; "448 DequantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" [id=448, type=DequantizeLinear]; -"449 QuantizeLinear_onnx^^Conv_1123_1" [id=449, label="449 QuantizeLinear_onnx::Conv_1123_1", type=QuantizeLinear]; -"450 DequantizeLinear_onnx^^Conv_1123_1" [id=450, label="450 DequantizeLinear_onnx::Conv_1123_1", type=DequantizeLinear]; +"449 QuantizeLinear_onnx^^Conv_1123_1" [id=449, type=QuantizeLinear]; +"450 DequantizeLinear_onnx^^Conv_1123_1" [id=450, type=DequantizeLinear]; "451 /Mixed_6e/branch7x7_3/conv/Conv" [id=451, type=Conv]; "452 /Mixed_6e/branch7x7_3/Relu" [id=452, type=Relu]; -"453 QuantizeLinear_onnx^^Conv_1126_1" [id=453, label="453 QuantizeLinear_onnx::Conv_1126_1", type=QuantizeLinear]; -"454 DequantizeLinear_onnx^^Conv_1126_1" [id=454, label="454 DequantizeLinear_onnx::Conv_1126_1", type=DequantizeLinear]; +"453 QuantizeLinear_onnx^^Conv_1126_1" [id=453, type=QuantizeLinear]; +"454 DequantizeLinear_onnx^^Conv_1126_1" [id=454, type=DequantizeLinear]; "455 /Mixed_6e/branch7x7dbl_1/conv/Conv" [id=455, type=Conv]; "456 /Mixed_6e/branch7x7dbl_1/Relu" [id=456, type=Relu]; "457 QuantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" [id=457, type=QuantizeLinear]; "458 DequantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" [id=458, type=DequantizeLinear]; -"459 QuantizeLinear_onnx^^Conv_1129_1" [id=459, label="459 QuantizeLinear_onnx::Conv_1129_1", type=QuantizeLinear]; -"460 DequantizeLinear_onnx^^Conv_1129_1" [id=460, label="460 DequantizeLinear_onnx::Conv_1129_1", type=DequantizeLinear]; +"459 QuantizeLinear_onnx^^Conv_1129_1" [id=459, type=QuantizeLinear]; +"460 DequantizeLinear_onnx^^Conv_1129_1" [id=460, type=DequantizeLinear]; "461 /Mixed_6e/branch7x7dbl_2/conv/Conv" [id=461, type=Conv]; "462 /Mixed_6e/branch7x7dbl_2/Relu" [id=462, type=Relu]; "463 QuantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" [id=463, type=QuantizeLinear]; "464 DequantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" [id=464, type=DequantizeLinear]; -"465 QuantizeLinear_onnx^^Conv_1132_1" [id=465, label="465 QuantizeLinear_onnx::Conv_1132_1", type=QuantizeLinear]; -"466 DequantizeLinear_onnx^^Conv_1132_1" [id=466, label="466 DequantizeLinear_onnx::Conv_1132_1", type=DequantizeLinear]; +"465 QuantizeLinear_onnx^^Conv_1132_1" [id=465, type=QuantizeLinear]; +"466 DequantizeLinear_onnx^^Conv_1132_1" [id=466, type=DequantizeLinear]; "467 /Mixed_6e/branch7x7dbl_3/conv/Conv" [id=467, type=Conv]; "468 /Mixed_6e/branch7x7dbl_3/Relu" [id=468, type=Relu]; "469 QuantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" [id=469, type=QuantizeLinear]; "470 DequantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" [id=470, type=DequantizeLinear]; -"471 QuantizeLinear_onnx^^Conv_1135_1" [id=471, label="471 QuantizeLinear_onnx::Conv_1135_1", type=QuantizeLinear]; -"472 DequantizeLinear_onnx^^Conv_1135_1" [id=472, label="472 DequantizeLinear_onnx::Conv_1135_1", type=DequantizeLinear]; +"471 QuantizeLinear_onnx^^Conv_1135_1" [id=471, type=QuantizeLinear]; +"472 DequantizeLinear_onnx^^Conv_1135_1" [id=472, type=DequantizeLinear]; "473 /Mixed_6e/branch7x7dbl_4/conv/Conv" [id=473, type=Conv]; "474 /Mixed_6e/branch7x7dbl_4/Relu" [id=474, type=Relu]; "475 QuantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" [id=475, type=QuantizeLinear]; "476 DequantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" [id=476, type=DequantizeLinear]; -"477 QuantizeLinear_onnx^^Conv_1138_1" [id=477, label="477 QuantizeLinear_onnx::Conv_1138_1", type=QuantizeLinear]; -"478 DequantizeLinear_onnx^^Conv_1138_1" [id=478, label="478 DequantizeLinear_onnx::Conv_1138_1", type=DequantizeLinear]; +"477 QuantizeLinear_onnx^^Conv_1138_1" [id=477, type=QuantizeLinear]; +"478 DequantizeLinear_onnx^^Conv_1138_1" [id=478, type=DequantizeLinear]; "479 /Mixed_6e/branch7x7dbl_5/conv/Conv" [id=479, type=Conv]; "480 /Mixed_6e/branch7x7dbl_5/Relu" [id=480, type=Relu]; "481 /Mixed_6e/Constant" [id=481, type=Constant]; @@ -485,8 +485,8 @@ strict digraph { "483 /Mixed_6e/AveragePool" [id=483, type=AveragePool]; "484 QuantizeLinear_/Mixed_6e/AveragePool_output_0_1" [id=484, type=QuantizeLinear]; "485 DequantizeLinear_/Mixed_6e/AveragePool_output_0_1" [id=485, type=DequantizeLinear]; -"486 QuantizeLinear_onnx^^Conv_1141_1" [id=486, label="486 QuantizeLinear_onnx::Conv_1141_1", type=QuantizeLinear]; -"487 DequantizeLinear_onnx^^Conv_1141_1" [id=487, label="487 DequantizeLinear_onnx::Conv_1141_1", type=DequantizeLinear]; +"486 QuantizeLinear_onnx^^Conv_1141_1" [id=486, type=QuantizeLinear]; +"487 DequantizeLinear_onnx^^Conv_1141_1" [id=487, type=DequantizeLinear]; "488 /Mixed_6e/branch_pool/conv/Conv" [id=488, type=Conv]; "489 /Mixed_6e/branch_pool/Relu" [id=489, type=Relu]; "490 QuantizeLinear_/Mixed_6e/branch7x7dbl_5/Relu_output_0_1" [id=490, type=QuantizeLinear]; @@ -498,36 +498,36 @@ strict digraph { "496 QuantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" [id=496, type=QuantizeLinear]; "497 DequantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" [id=497, type=DequantizeLinear]; "498 /Mixed_6e/Concat" [id=498, type=Concat]; -"499 QuantizeLinear_onnx^^Conv_1144_1" [id=499, label="499 QuantizeLinear_onnx::Conv_1144_1", type=QuantizeLinear]; -"500 DequantizeLinear_onnx^^Conv_1144_1" [id=500, label="500 DequantizeLinear_onnx::Conv_1144_1", type=DequantizeLinear]; +"499 QuantizeLinear_onnx^^Conv_1144_1" [id=499, type=QuantizeLinear]; +"500 DequantizeLinear_onnx^^Conv_1144_1" [id=500, type=DequantizeLinear]; "501 /Mixed_7a/branch3x3_1/conv/Conv" [id=501, type=Conv]; "502 /Mixed_7a/branch3x3_1/Relu" [id=502, type=Relu]; "503 QuantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" [id=503, type=QuantizeLinear]; "504 DequantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" [id=504, type=DequantizeLinear]; -"505 QuantizeLinear_onnx^^Conv_1147_1" [id=505, label="505 QuantizeLinear_onnx::Conv_1147_1", type=QuantizeLinear]; -"506 DequantizeLinear_onnx^^Conv_1147_1" [id=506, label="506 DequantizeLinear_onnx::Conv_1147_1", type=DequantizeLinear]; +"505 QuantizeLinear_onnx^^Conv_1147_1" [id=505, type=QuantizeLinear]; +"506 DequantizeLinear_onnx^^Conv_1147_1" [id=506, type=DequantizeLinear]; "507 /Mixed_7a/branch3x3_2/conv/Conv" [id=507, type=Conv]; "508 /Mixed_7a/branch3x3_2/Relu" [id=508, type=Relu]; -"509 QuantizeLinear_onnx^^Conv_1150_1" [id=509, label="509 QuantizeLinear_onnx::Conv_1150_1", type=QuantizeLinear]; -"510 DequantizeLinear_onnx^^Conv_1150_1" [id=510, label="510 DequantizeLinear_onnx::Conv_1150_1", type=DequantizeLinear]; +"509 QuantizeLinear_onnx^^Conv_1150_1" [id=509, type=QuantizeLinear]; +"510 DequantizeLinear_onnx^^Conv_1150_1" [id=510, type=DequantizeLinear]; "511 /Mixed_7a/branch7x7x3_1/conv/Conv" [id=511, type=Conv]; "512 /Mixed_7a/branch7x7x3_1/Relu" [id=512, type=Relu]; "513 QuantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" [id=513, type=QuantizeLinear]; "514 DequantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" [id=514, type=DequantizeLinear]; -"515 QuantizeLinear_onnx^^Conv_1153_1" [id=515, label="515 QuantizeLinear_onnx::Conv_1153_1", type=QuantizeLinear]; -"516 DequantizeLinear_onnx^^Conv_1153_1" [id=516, label="516 DequantizeLinear_onnx::Conv_1153_1", type=DequantizeLinear]; +"515 QuantizeLinear_onnx^^Conv_1153_1" [id=515, type=QuantizeLinear]; +"516 DequantizeLinear_onnx^^Conv_1153_1" [id=516, type=DequantizeLinear]; "517 /Mixed_7a/branch7x7x3_2/conv/Conv" [id=517, type=Conv]; "518 /Mixed_7a/branch7x7x3_2/Relu" [id=518, type=Relu]; "519 QuantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" [id=519, type=QuantizeLinear]; "520 DequantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" [id=520, type=DequantizeLinear]; -"521 QuantizeLinear_onnx^^Conv_1156_1" [id=521, label="521 QuantizeLinear_onnx::Conv_1156_1", type=QuantizeLinear]; -"522 DequantizeLinear_onnx^^Conv_1156_1" [id=522, label="522 DequantizeLinear_onnx::Conv_1156_1", type=DequantizeLinear]; +"521 QuantizeLinear_onnx^^Conv_1156_1" [id=521, type=QuantizeLinear]; +"522 DequantizeLinear_onnx^^Conv_1156_1" [id=522, type=DequantizeLinear]; "523 /Mixed_7a/branch7x7x3_3/conv/Conv" [id=523, type=Conv]; "524 /Mixed_7a/branch7x7x3_3/Relu" [id=524, type=Relu]; "525 QuantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" [id=525, type=QuantizeLinear]; "526 DequantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" [id=526, type=DequantizeLinear]; -"527 QuantizeLinear_onnx^^Conv_1159_1" [id=527, label="527 QuantizeLinear_onnx::Conv_1159_1", type=QuantizeLinear]; -"528 DequantizeLinear_onnx^^Conv_1159_1" [id=528, label="528 DequantizeLinear_onnx::Conv_1159_1", type=DequantizeLinear]; +"527 QuantizeLinear_onnx^^Conv_1159_1" [id=527, type=QuantizeLinear]; +"528 DequantizeLinear_onnx^^Conv_1159_1" [id=528, type=DequantizeLinear]; "529 /Mixed_7a/branch7x7x3_4/conv/Conv" [id=529, type=Conv]; "530 /Mixed_7a/branch7x7x3_4/Relu" [id=530, type=Relu]; "531 /Mixed_7a/MaxPool" [id=531, type=MaxPool]; @@ -536,42 +536,42 @@ strict digraph { "534 QuantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" [id=534, type=QuantizeLinear]; "535 DequantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" [id=535, type=DequantizeLinear]; "536 /Mixed_7a/Concat" [id=536, type=Concat]; -"537 QuantizeLinear_onnx^^Conv_1162_1" [id=537, label="537 QuantizeLinear_onnx::Conv_1162_1", type=QuantizeLinear]; -"538 DequantizeLinear_onnx^^Conv_1162_1" [id=538, label="538 DequantizeLinear_onnx::Conv_1162_1", type=DequantizeLinear]; +"537 QuantizeLinear_onnx^^Conv_1162_1" [id=537, type=QuantizeLinear]; +"538 DequantizeLinear_onnx^^Conv_1162_1" [id=538, type=DequantizeLinear]; "539 /Mixed_7b/branch1x1/conv/Conv" [id=539, type=Conv]; "540 /Mixed_7b/branch1x1/Relu" [id=540, type=Relu]; -"541 QuantizeLinear_onnx^^Conv_1165_1" [id=541, label="541 QuantizeLinear_onnx::Conv_1165_1", type=QuantizeLinear]; -"542 DequantizeLinear_onnx^^Conv_1165_1" [id=542, label="542 DequantizeLinear_onnx::Conv_1165_1", type=DequantizeLinear]; +"541 QuantizeLinear_onnx^^Conv_1165_1" [id=541, type=QuantizeLinear]; +"542 DequantizeLinear_onnx^^Conv_1165_1" [id=542, type=DequantizeLinear]; "543 /Mixed_7b/branch3x3_1/conv/Conv" [id=543, type=Conv]; "544 /Mixed_7b/branch3x3_1/Relu" [id=544, type=Relu]; "545 QuantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" [id=545, type=QuantizeLinear]; "546 DequantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" [id=546, type=DequantizeLinear]; -"547 QuantizeLinear_onnx^^Conv_1168_1" [id=547, label="547 QuantizeLinear_onnx::Conv_1168_1", type=QuantizeLinear]; -"548 DequantizeLinear_onnx^^Conv_1168_1" [id=548, label="548 DequantizeLinear_onnx::Conv_1168_1", type=DequantizeLinear]; +"547 QuantizeLinear_onnx^^Conv_1168_1" [id=547, type=QuantizeLinear]; +"548 DequantizeLinear_onnx^^Conv_1168_1" [id=548, type=DequantizeLinear]; "549 /Mixed_7b/branch3x3_2a/conv/Conv" [id=549, type=Conv]; "550 /Mixed_7b/branch3x3_2a/Relu" [id=550, type=Relu]; -"551 QuantizeLinear_onnx^^Conv_1171_1" [id=551, label="551 QuantizeLinear_onnx::Conv_1171_1", type=QuantizeLinear]; -"552 DequantizeLinear_onnx^^Conv_1171_1" [id=552, label="552 DequantizeLinear_onnx::Conv_1171_1", type=DequantizeLinear]; +"551 QuantizeLinear_onnx^^Conv_1171_1" [id=551, type=QuantizeLinear]; +"552 DequantizeLinear_onnx^^Conv_1171_1" [id=552, type=DequantizeLinear]; "553 /Mixed_7b/branch3x3_2b/conv/Conv" [id=553, type=Conv]; "554 /Mixed_7b/branch3x3_2b/Relu" [id=554, type=Relu]; -"555 QuantizeLinear_onnx^^Conv_1174_1" [id=555, label="555 QuantizeLinear_onnx::Conv_1174_1", type=QuantizeLinear]; -"556 DequantizeLinear_onnx^^Conv_1174_1" [id=556, label="556 DequantizeLinear_onnx::Conv_1174_1", type=DequantizeLinear]; +"555 QuantizeLinear_onnx^^Conv_1174_1" [id=555, type=QuantizeLinear]; +"556 DequantizeLinear_onnx^^Conv_1174_1" [id=556, type=DequantizeLinear]; "557 /Mixed_7b/branch3x3dbl_1/conv/Conv" [id=557, type=Conv]; "558 /Mixed_7b/branch3x3dbl_1/Relu" [id=558, type=Relu]; "559 QuantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" [id=559, type=QuantizeLinear]; "560 DequantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" [id=560, type=DequantizeLinear]; -"561 QuantizeLinear_onnx^^Conv_1177_1" [id=561, label="561 QuantizeLinear_onnx::Conv_1177_1", type=QuantizeLinear]; -"562 DequantizeLinear_onnx^^Conv_1177_1" [id=562, label="562 DequantizeLinear_onnx::Conv_1177_1", type=DequantizeLinear]; +"561 QuantizeLinear_onnx^^Conv_1177_1" [id=561, type=QuantizeLinear]; +"562 DequantizeLinear_onnx^^Conv_1177_1" [id=562, type=DequantizeLinear]; "563 /Mixed_7b/branch3x3dbl_2/conv/Conv" [id=563, type=Conv]; "564 /Mixed_7b/branch3x3dbl_2/Relu" [id=564, type=Relu]; "565 QuantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" [id=565, type=QuantizeLinear]; "566 DequantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" [id=566, type=DequantizeLinear]; -"567 QuantizeLinear_onnx^^Conv_1180_1" [id=567, label="567 QuantizeLinear_onnx::Conv_1180_1", type=QuantizeLinear]; -"568 DequantizeLinear_onnx^^Conv_1180_1" [id=568, label="568 DequantizeLinear_onnx::Conv_1180_1", type=DequantizeLinear]; +"567 QuantizeLinear_onnx^^Conv_1180_1" [id=567, type=QuantizeLinear]; +"568 DequantizeLinear_onnx^^Conv_1180_1" [id=568, type=DequantizeLinear]; "569 /Mixed_7b/branch3x3dbl_3a/conv/Conv" [id=569, type=Conv]; "570 /Mixed_7b/branch3x3dbl_3a/Relu" [id=570, type=Relu]; -"571 QuantizeLinear_onnx^^Conv_1183_1" [id=571, label="571 QuantizeLinear_onnx::Conv_1183_1", type=QuantizeLinear]; -"572 DequantizeLinear_onnx^^Conv_1183_1" [id=572, label="572 DequantizeLinear_onnx::Conv_1183_1", type=DequantizeLinear]; +"571 QuantizeLinear_onnx^^Conv_1183_1" [id=571, type=QuantizeLinear]; +"572 DequantizeLinear_onnx^^Conv_1183_1" [id=572, type=DequantizeLinear]; "573 /Mixed_7b/branch3x3dbl_3b/conv/Conv" [id=573, type=Conv]; "574 /Mixed_7b/branch3x3dbl_3b/Relu" [id=574, type=Relu]; "575 /Mixed_7b/Constant" [id=575, type=Constant]; @@ -579,8 +579,8 @@ strict digraph { "577 /Mixed_7b/AveragePool" [id=577, type=AveragePool]; "578 QuantizeLinear_/Mixed_7b/AveragePool_output_0_1" [id=578, type=QuantizeLinear]; "579 DequantizeLinear_/Mixed_7b/AveragePool_output_0_1" [id=579, type=DequantizeLinear]; -"580 QuantizeLinear_onnx^^Conv_1186_1" [id=580, label="580 QuantizeLinear_onnx::Conv_1186_1", type=QuantizeLinear]; -"581 DequantizeLinear_onnx^^Conv_1186_1" [id=581, label="581 DequantizeLinear_onnx::Conv_1186_1", type=DequantizeLinear]; +"580 QuantizeLinear_onnx^^Conv_1186_1" [id=580, type=QuantizeLinear]; +"581 DequantizeLinear_onnx^^Conv_1186_1" [id=581, type=DequantizeLinear]; "582 /Mixed_7b/branch_pool/conv/Conv" [id=582, type=Conv]; "583 /Mixed_7b/branch_pool/Relu" [id=583, type=Relu]; "584 QuantizeLinear_/Mixed_7b/branch1x1/Relu_output_0_1" [id=584, type=QuantizeLinear]; @@ -596,42 +596,42 @@ strict digraph { "594 QuantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" [id=594, type=QuantizeLinear]; "595 DequantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" [id=595, type=DequantizeLinear]; "596 /Mixed_7b/Concat" [id=596, type=Concat]; -"597 QuantizeLinear_onnx^^Conv_1189_1" [id=597, label="597 QuantizeLinear_onnx::Conv_1189_1", type=QuantizeLinear]; -"598 DequantizeLinear_onnx^^Conv_1189_1" [id=598, label="598 DequantizeLinear_onnx::Conv_1189_1", type=DequantizeLinear]; +"597 QuantizeLinear_onnx^^Conv_1189_1" [id=597, type=QuantizeLinear]; +"598 DequantizeLinear_onnx^^Conv_1189_1" [id=598, type=DequantizeLinear]; "599 /Mixed_7c/branch1x1/conv/Conv" [id=599, type=Conv]; "600 /Mixed_7c/branch1x1/Relu" [id=600, type=Relu]; -"601 QuantizeLinear_onnx^^Conv_1192_1" [id=601, label="601 QuantizeLinear_onnx::Conv_1192_1", type=QuantizeLinear]; -"602 DequantizeLinear_onnx^^Conv_1192_1" [id=602, label="602 DequantizeLinear_onnx::Conv_1192_1", type=DequantizeLinear]; +"601 QuantizeLinear_onnx^^Conv_1192_1" [id=601, type=QuantizeLinear]; +"602 DequantizeLinear_onnx^^Conv_1192_1" [id=602, type=DequantizeLinear]; "603 /Mixed_7c/branch3x3_1/conv/Conv" [id=603, type=Conv]; "604 /Mixed_7c/branch3x3_1/Relu" [id=604, type=Relu]; "605 QuantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" [id=605, type=QuantizeLinear]; "606 DequantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" [id=606, type=DequantizeLinear]; -"607 QuantizeLinear_onnx^^Conv_1195_1" [id=607, label="607 QuantizeLinear_onnx::Conv_1195_1", type=QuantizeLinear]; -"608 DequantizeLinear_onnx^^Conv_1195_1" [id=608, label="608 DequantizeLinear_onnx::Conv_1195_1", type=DequantizeLinear]; +"607 QuantizeLinear_onnx^^Conv_1195_1" [id=607, type=QuantizeLinear]; +"608 DequantizeLinear_onnx^^Conv_1195_1" [id=608, type=DequantizeLinear]; "609 /Mixed_7c/branch3x3_2a/conv/Conv" [id=609, type=Conv]; "610 /Mixed_7c/branch3x3_2a/Relu" [id=610, type=Relu]; -"611 QuantizeLinear_onnx^^Conv_1198_1" [id=611, label="611 QuantizeLinear_onnx::Conv_1198_1", type=QuantizeLinear]; -"612 DequantizeLinear_onnx^^Conv_1198_1" [id=612, label="612 DequantizeLinear_onnx::Conv_1198_1", type=DequantizeLinear]; +"611 QuantizeLinear_onnx^^Conv_1198_1" [id=611, type=QuantizeLinear]; +"612 DequantizeLinear_onnx^^Conv_1198_1" [id=612, type=DequantizeLinear]; "613 /Mixed_7c/branch3x3_2b/conv/Conv" [id=613, type=Conv]; "614 /Mixed_7c/branch3x3_2b/Relu" [id=614, type=Relu]; -"615 QuantizeLinear_onnx^^Conv_1201_1" [id=615, label="615 QuantizeLinear_onnx::Conv_1201_1", type=QuantizeLinear]; -"616 DequantizeLinear_onnx^^Conv_1201_1" [id=616, label="616 DequantizeLinear_onnx::Conv_1201_1", type=DequantizeLinear]; +"615 QuantizeLinear_onnx^^Conv_1201_1" [id=615, type=QuantizeLinear]; +"616 DequantizeLinear_onnx^^Conv_1201_1" [id=616, type=DequantizeLinear]; "617 /Mixed_7c/branch3x3dbl_1/conv/Conv" [id=617, type=Conv]; "618 /Mixed_7c/branch3x3dbl_1/Relu" [id=618, type=Relu]; "619 QuantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" [id=619, type=QuantizeLinear]; "620 DequantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" [id=620, type=DequantizeLinear]; -"621 QuantizeLinear_onnx^^Conv_1204_1" [id=621, label="621 QuantizeLinear_onnx::Conv_1204_1", type=QuantizeLinear]; -"622 DequantizeLinear_onnx^^Conv_1204_1" [id=622, label="622 DequantizeLinear_onnx::Conv_1204_1", type=DequantizeLinear]; +"621 QuantizeLinear_onnx^^Conv_1204_1" [id=621, type=QuantizeLinear]; +"622 DequantizeLinear_onnx^^Conv_1204_1" [id=622, type=DequantizeLinear]; "623 /Mixed_7c/branch3x3dbl_2/conv/Conv" [id=623, type=Conv]; "624 /Mixed_7c/branch3x3dbl_2/Relu" [id=624, type=Relu]; "625 QuantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" [id=625, type=QuantizeLinear]; "626 DequantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" [id=626, type=DequantizeLinear]; -"627 QuantizeLinear_onnx^^Conv_1207_1" [id=627, label="627 QuantizeLinear_onnx::Conv_1207_1", type=QuantizeLinear]; -"628 DequantizeLinear_onnx^^Conv_1207_1" [id=628, label="628 DequantizeLinear_onnx::Conv_1207_1", type=DequantizeLinear]; +"627 QuantizeLinear_onnx^^Conv_1207_1" [id=627, type=QuantizeLinear]; +"628 DequantizeLinear_onnx^^Conv_1207_1" [id=628, type=DequantizeLinear]; "629 /Mixed_7c/branch3x3dbl_3a/conv/Conv" [id=629, type=Conv]; "630 /Mixed_7c/branch3x3dbl_3a/Relu" [id=630, type=Relu]; -"631 QuantizeLinear_onnx^^Conv_1210_1" [id=631, label="631 QuantizeLinear_onnx::Conv_1210_1", type=QuantizeLinear]; -"632 DequantizeLinear_onnx^^Conv_1210_1" [id=632, label="632 DequantizeLinear_onnx::Conv_1210_1", type=DequantizeLinear]; +"631 QuantizeLinear_onnx^^Conv_1210_1" [id=631, type=QuantizeLinear]; +"632 DequantizeLinear_onnx^^Conv_1210_1" [id=632, type=DequantizeLinear]; "633 /Mixed_7c/branch3x3dbl_3b/conv/Conv" [id=633, type=Conv]; "634 /Mixed_7c/branch3x3dbl_3b/Relu" [id=634, type=Relu]; "635 /Mixed_7c/Constant" [id=635, type=Constant]; @@ -639,8 +639,8 @@ strict digraph { "637 /Mixed_7c/AveragePool" [id=637, type=AveragePool]; "638 QuantizeLinear_/Mixed_7c/AveragePool_output_0_1" [id=638, type=QuantizeLinear]; "639 DequantizeLinear_/Mixed_7c/AveragePool_output_0_1" [id=639, type=DequantizeLinear]; -"640 QuantizeLinear_onnx^^Conv_1213_1" [id=640, label="640 QuantizeLinear_onnx::Conv_1213_1", type=QuantizeLinear]; -"641 DequantizeLinear_onnx^^Conv_1213_1" [id=641, label="641 DequantizeLinear_onnx::Conv_1213_1", type=DequantizeLinear]; +"640 QuantizeLinear_onnx^^Conv_1213_1" [id=640, type=QuantizeLinear]; +"641 DequantizeLinear_onnx^^Conv_1213_1" [id=641, type=DequantizeLinear]; "642 /Mixed_7c/branch_pool/conv/Conv" [id=642, type=Conv]; "643 /Mixed_7c/branch_pool/Relu" [id=643, type=Relu]; "644 QuantizeLinear_/Mixed_7c/branch1x1/Relu_output_0_1" [id=644, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot b/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot index aebd11598c4..8c002cccc63 100644 --- a/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot +++ b/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot @@ -1,327 +1,327 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_467_1" [id=2, label="2 QuantizeLinear_onnx::Conv_467_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_467_1" [id=3, label="3 DequantizeLinear_onnx::Conv_467_1", type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_467_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_467_1" [id=3, type=DequantizeLinear]; "4 /layers/layers.0/Conv" [id=4, type=Conv]; "5 /layers/layers.2/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/layers/layers.2/Relu_output_0_1" [id=6, type=QuantizeLinear]; "7 DequantizeLinear_/layers/layers.2/Relu_output_0_1" [id=7, type=DequantizeLinear]; -"8 QuantizeLinear_onnx^^Conv_470_1" [id=8, label="8 QuantizeLinear_onnx::Conv_470_1", type=QuantizeLinear]; -"9 DequantizeLinear_onnx^^Conv_470_1" [id=9, label="9 DequantizeLinear_onnx::Conv_470_1", type=DequantizeLinear]; +"8 QuantizeLinear_onnx^^Conv_470_1" [id=8, type=QuantizeLinear]; +"9 DequantizeLinear_onnx^^Conv_470_1" [id=9, type=DequantizeLinear]; "10 /layers/layers.3/Conv" [id=10, type=Conv]; "11 /layers/layers.5/Relu" [id=11, type=Relu]; "12 QuantizeLinear_/layers/layers.5/Relu_output_0_1" [id=12, type=QuantizeLinear]; "13 DequantizeLinear_/layers/layers.5/Relu_output_0_1" [id=13, type=DequantizeLinear]; -"14 QuantizeLinear_onnx^^Conv_473_1" [id=14, label="14 QuantizeLinear_onnx::Conv_473_1", type=QuantizeLinear]; -"15 DequantizeLinear_onnx^^Conv_473_1" [id=15, label="15 DequantizeLinear_onnx::Conv_473_1", type=DequantizeLinear]; +"14 QuantizeLinear_onnx^^Conv_473_1" [id=14, type=QuantizeLinear]; +"15 DequantizeLinear_onnx^^Conv_473_1" [id=15, type=DequantizeLinear]; "16 /layers/layers.6/Conv" [id=16, type=Conv]; "17 QuantizeLinear_/layers/layers.6/Conv_output_0_1" [id=17, type=QuantizeLinear]; "18 DequantizeLinear_/layers/layers.6/Conv_output_0_1" [id=18, type=DequantizeLinear]; -"19 QuantizeLinear_onnx^^Conv_476_1" [id=19, label="19 QuantizeLinear_onnx::Conv_476_1", type=QuantizeLinear]; -"20 DequantizeLinear_onnx^^Conv_476_1" [id=20, label="20 DequantizeLinear_onnx::Conv_476_1", type=DequantizeLinear]; +"19 QuantizeLinear_onnx^^Conv_476_1" [id=19, type=QuantizeLinear]; +"20 DequantizeLinear_onnx^^Conv_476_1" [id=20, type=DequantizeLinear]; "21 /layers/layers.8/layers.8.0/layers/layers.0/Conv" [id=21, type=Conv]; "22 /layers/layers.8/layers.8.0/layers/layers.2/Relu" [id=22, type=Relu]; "23 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" [id=23, type=QuantizeLinear]; "24 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" [id=24, type=DequantizeLinear]; -"25 QuantizeLinear_onnx^^Conv_479_1" [id=25, label="25 QuantizeLinear_onnx::Conv_479_1", type=QuantizeLinear]; -"26 DequantizeLinear_onnx^^Conv_479_1" [id=26, label="26 DequantizeLinear_onnx::Conv_479_1", type=DequantizeLinear]; +"25 QuantizeLinear_onnx^^Conv_479_1" [id=25, type=QuantizeLinear]; +"26 DequantizeLinear_onnx^^Conv_479_1" [id=26, type=DequantizeLinear]; "27 /layers/layers.8/layers.8.0/layers/layers.3/Conv" [id=27, type=Conv]; "28 /layers/layers.8/layers.8.0/layers/layers.5/Relu" [id=28, type=Relu]; "29 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" [id=29, type=QuantizeLinear]; "30 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" [id=30, type=DequantizeLinear]; -"31 QuantizeLinear_onnx^^Conv_482_1" [id=31, label="31 QuantizeLinear_onnx::Conv_482_1", type=QuantizeLinear]; -"32 DequantizeLinear_onnx^^Conv_482_1" [id=32, label="32 DequantizeLinear_onnx::Conv_482_1", type=DequantizeLinear]; +"31 QuantizeLinear_onnx^^Conv_482_1" [id=31, type=QuantizeLinear]; +"32 DequantizeLinear_onnx^^Conv_482_1" [id=32, type=DequantizeLinear]; "33 /layers/layers.8/layers.8.0/layers/layers.6/Conv" [id=33, type=Conv]; "34 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" [id=34, type=QuantizeLinear]; "35 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" [id=35, type=DequantizeLinear]; -"36 QuantizeLinear_onnx^^Conv_485_1" [id=36, label="36 QuantizeLinear_onnx::Conv_485_1", type=QuantizeLinear]; -"37 DequantizeLinear_onnx^^Conv_485_1" [id=37, label="37 DequantizeLinear_onnx::Conv_485_1", type=DequantizeLinear]; +"36 QuantizeLinear_onnx^^Conv_485_1" [id=36, type=QuantizeLinear]; +"37 DequantizeLinear_onnx^^Conv_485_1" [id=37, type=DequantizeLinear]; "38 /layers/layers.8/layers.8.1/layers/layers.0/Conv" [id=38, type=Conv]; "39 /layers/layers.8/layers.8.1/layers/layers.2/Relu" [id=39, type=Relu]; "40 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" [id=40, type=QuantizeLinear]; "41 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" [id=41, type=DequantizeLinear]; -"42 QuantizeLinear_onnx^^Conv_488_1" [id=42, label="42 QuantizeLinear_onnx::Conv_488_1", type=QuantizeLinear]; -"43 DequantizeLinear_onnx^^Conv_488_1" [id=43, label="43 DequantizeLinear_onnx::Conv_488_1", type=DequantizeLinear]; +"42 QuantizeLinear_onnx^^Conv_488_1" [id=42, type=QuantizeLinear]; +"43 DequantizeLinear_onnx^^Conv_488_1" [id=43, type=DequantizeLinear]; "44 /layers/layers.8/layers.8.1/layers/layers.3/Conv" [id=44, type=Conv]; "45 /layers/layers.8/layers.8.1/layers/layers.5/Relu" [id=45, type=Relu]; "46 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" [id=46, type=QuantizeLinear]; "47 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" [id=47, type=DequantizeLinear]; -"48 QuantizeLinear_onnx^^Conv_491_1" [id=48, label="48 QuantizeLinear_onnx::Conv_491_1", type=QuantizeLinear]; -"49 DequantizeLinear_onnx^^Conv_491_1" [id=49, label="49 DequantizeLinear_onnx::Conv_491_1", type=DequantizeLinear]; +"48 QuantizeLinear_onnx^^Conv_491_1" [id=48, type=QuantizeLinear]; +"49 DequantizeLinear_onnx^^Conv_491_1" [id=49, type=DequantizeLinear]; "50 /layers/layers.8/layers.8.1/layers/layers.6/Conv" [id=50, type=Conv]; "51 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" [id=51, type=QuantizeLinear]; "52 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" [id=52, type=DequantizeLinear]; "53 /layers/layers.8/layers.8.1/Add" [id=53, type=Add]; "54 QuantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" [id=54, type=QuantizeLinear]; "55 DequantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" [id=55, type=DequantizeLinear]; -"56 QuantizeLinear_onnx^^Conv_494_1" [id=56, label="56 QuantizeLinear_onnx::Conv_494_1", type=QuantizeLinear]; -"57 DequantizeLinear_onnx^^Conv_494_1" [id=57, label="57 DequantizeLinear_onnx::Conv_494_1", type=DequantizeLinear]; +"56 QuantizeLinear_onnx^^Conv_494_1" [id=56, type=QuantizeLinear]; +"57 DequantizeLinear_onnx^^Conv_494_1" [id=57, type=DequantizeLinear]; "58 /layers/layers.8/layers.8.2/layers/layers.0/Conv" [id=58, type=Conv]; "59 /layers/layers.8/layers.8.2/layers/layers.2/Relu" [id=59, type=Relu]; "60 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" [id=60, type=QuantizeLinear]; "61 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" [id=61, type=DequantizeLinear]; -"62 QuantizeLinear_onnx^^Conv_497_1" [id=62, label="62 QuantizeLinear_onnx::Conv_497_1", type=QuantizeLinear]; -"63 DequantizeLinear_onnx^^Conv_497_1" [id=63, label="63 DequantizeLinear_onnx::Conv_497_1", type=DequantizeLinear]; +"62 QuantizeLinear_onnx^^Conv_497_1" [id=62, type=QuantizeLinear]; +"63 DequantizeLinear_onnx^^Conv_497_1" [id=63, type=DequantizeLinear]; "64 /layers/layers.8/layers.8.2/layers/layers.3/Conv" [id=64, type=Conv]; "65 /layers/layers.8/layers.8.2/layers/layers.5/Relu" [id=65, type=Relu]; "66 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" [id=66, type=QuantizeLinear]; "67 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_onnx^^Conv_500_1" [id=68, label="68 QuantizeLinear_onnx::Conv_500_1", type=QuantizeLinear]; -"69 DequantizeLinear_onnx^^Conv_500_1" [id=69, label="69 DequantizeLinear_onnx::Conv_500_1", type=DequantizeLinear]; +"68 QuantizeLinear_onnx^^Conv_500_1" [id=68, type=QuantizeLinear]; +"69 DequantizeLinear_onnx^^Conv_500_1" [id=69, type=DequantizeLinear]; "70 /layers/layers.8/layers.8.2/layers/layers.6/Conv" [id=70, type=Conv]; "71 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" [id=71, type=QuantizeLinear]; "72 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" [id=72, type=DequantizeLinear]; "73 /layers/layers.8/layers.8.2/Add" [id=73, type=Add]; "74 QuantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" [id=74, type=QuantizeLinear]; "75 DequantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" [id=75, type=DequantizeLinear]; -"76 QuantizeLinear_onnx^^Conv_503_1" [id=76, label="76 QuantizeLinear_onnx::Conv_503_1", type=QuantizeLinear]; -"77 DequantizeLinear_onnx^^Conv_503_1" [id=77, label="77 DequantizeLinear_onnx::Conv_503_1", type=DequantizeLinear]; +"76 QuantizeLinear_onnx^^Conv_503_1" [id=76, type=QuantizeLinear]; +"77 DequantizeLinear_onnx^^Conv_503_1" [id=77, type=DequantizeLinear]; "78 /layers/layers.9/layers.9.0/layers/layers.0/Conv" [id=78, type=Conv]; "79 /layers/layers.9/layers.9.0/layers/layers.2/Relu" [id=79, type=Relu]; "80 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" [id=80, type=QuantizeLinear]; "81 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" [id=81, type=DequantizeLinear]; -"82 QuantizeLinear_onnx^^Conv_506_1" [id=82, label="82 QuantizeLinear_onnx::Conv_506_1", type=QuantizeLinear]; -"83 DequantizeLinear_onnx^^Conv_506_1" [id=83, label="83 DequantizeLinear_onnx::Conv_506_1", type=DequantizeLinear]; +"82 QuantizeLinear_onnx^^Conv_506_1" [id=82, type=QuantizeLinear]; +"83 DequantizeLinear_onnx^^Conv_506_1" [id=83, type=DequantizeLinear]; "84 /layers/layers.9/layers.9.0/layers/layers.3/Conv" [id=84, type=Conv]; "85 /layers/layers.9/layers.9.0/layers/layers.5/Relu" [id=85, type=Relu]; "86 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" [id=86, type=QuantizeLinear]; "87 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" [id=87, type=DequantizeLinear]; -"88 QuantizeLinear_onnx^^Conv_509_1" [id=88, label="88 QuantizeLinear_onnx::Conv_509_1", type=QuantizeLinear]; -"89 DequantizeLinear_onnx^^Conv_509_1" [id=89, label="89 DequantizeLinear_onnx::Conv_509_1", type=DequantizeLinear]; +"88 QuantizeLinear_onnx^^Conv_509_1" [id=88, type=QuantizeLinear]; +"89 DequantizeLinear_onnx^^Conv_509_1" [id=89, type=DequantizeLinear]; "90 /layers/layers.9/layers.9.0/layers/layers.6/Conv" [id=90, type=Conv]; "91 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" [id=91, type=QuantizeLinear]; "92 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" [id=92, type=DequantizeLinear]; -"93 QuantizeLinear_onnx^^Conv_512_1" [id=93, label="93 QuantizeLinear_onnx::Conv_512_1", type=QuantizeLinear]; -"94 DequantizeLinear_onnx^^Conv_512_1" [id=94, label="94 DequantizeLinear_onnx::Conv_512_1", type=DequantizeLinear]; +"93 QuantizeLinear_onnx^^Conv_512_1" [id=93, type=QuantizeLinear]; +"94 DequantizeLinear_onnx^^Conv_512_1" [id=94, type=DequantizeLinear]; "95 /layers/layers.9/layers.9.1/layers/layers.0/Conv" [id=95, type=Conv]; "96 /layers/layers.9/layers.9.1/layers/layers.2/Relu" [id=96, type=Relu]; "97 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" [id=97, type=QuantizeLinear]; "98 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" [id=98, type=DequantizeLinear]; -"99 QuantizeLinear_onnx^^Conv_515_1" [id=99, label="99 QuantizeLinear_onnx::Conv_515_1", type=QuantizeLinear]; -"100 DequantizeLinear_onnx^^Conv_515_1" [id=100, label="100 DequantizeLinear_onnx::Conv_515_1", type=DequantizeLinear]; +"99 QuantizeLinear_onnx^^Conv_515_1" [id=99, type=QuantizeLinear]; +"100 DequantizeLinear_onnx^^Conv_515_1" [id=100, type=DequantizeLinear]; "101 /layers/layers.9/layers.9.1/layers/layers.3/Conv" [id=101, type=Conv]; "102 /layers/layers.9/layers.9.1/layers/layers.5/Relu" [id=102, type=Relu]; "103 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" [id=103, type=QuantizeLinear]; "104 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" [id=104, type=DequantizeLinear]; -"105 QuantizeLinear_onnx^^Conv_518_1" [id=105, label="105 QuantizeLinear_onnx::Conv_518_1", type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_518_1" [id=106, label="106 DequantizeLinear_onnx::Conv_518_1", type=DequantizeLinear]; +"105 QuantizeLinear_onnx^^Conv_518_1" [id=105, type=QuantizeLinear]; +"106 DequantizeLinear_onnx^^Conv_518_1" [id=106, type=DequantizeLinear]; "107 /layers/layers.9/layers.9.1/layers/layers.6/Conv" [id=107, type=Conv]; "108 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" [id=108, type=QuantizeLinear]; "109 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" [id=109, type=DequantizeLinear]; "110 /layers/layers.9/layers.9.1/Add" [id=110, type=Add]; "111 QuantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" [id=111, type=QuantizeLinear]; "112 DequantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" [id=112, type=DequantizeLinear]; -"113 QuantizeLinear_onnx^^Conv_521_1" [id=113, label="113 QuantizeLinear_onnx::Conv_521_1", type=QuantizeLinear]; -"114 DequantizeLinear_onnx^^Conv_521_1" [id=114, label="114 DequantizeLinear_onnx::Conv_521_1", type=DequantizeLinear]; +"113 QuantizeLinear_onnx^^Conv_521_1" [id=113, type=QuantizeLinear]; +"114 DequantizeLinear_onnx^^Conv_521_1" [id=114, type=DequantizeLinear]; "115 /layers/layers.9/layers.9.2/layers/layers.0/Conv" [id=115, type=Conv]; "116 /layers/layers.9/layers.9.2/layers/layers.2/Relu" [id=116, type=Relu]; "117 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" [id=117, type=QuantizeLinear]; "118 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" [id=118, type=DequantizeLinear]; -"119 QuantizeLinear_onnx^^Conv_524_1" [id=119, label="119 QuantizeLinear_onnx::Conv_524_1", type=QuantizeLinear]; -"120 DequantizeLinear_onnx^^Conv_524_1" [id=120, label="120 DequantizeLinear_onnx::Conv_524_1", type=DequantizeLinear]; +"119 QuantizeLinear_onnx^^Conv_524_1" [id=119, type=QuantizeLinear]; +"120 DequantizeLinear_onnx^^Conv_524_1" [id=120, type=DequantizeLinear]; "121 /layers/layers.9/layers.9.2/layers/layers.3/Conv" [id=121, type=Conv]; "122 /layers/layers.9/layers.9.2/layers/layers.5/Relu" [id=122, type=Relu]; "123 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" [id=123, type=QuantizeLinear]; "124 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" [id=124, type=DequantizeLinear]; -"125 QuantizeLinear_onnx^^Conv_527_1" [id=125, label="125 QuantizeLinear_onnx::Conv_527_1", type=QuantizeLinear]; -"126 DequantizeLinear_onnx^^Conv_527_1" [id=126, label="126 DequantizeLinear_onnx::Conv_527_1", type=DequantizeLinear]; +"125 QuantizeLinear_onnx^^Conv_527_1" [id=125, type=QuantizeLinear]; +"126 DequantizeLinear_onnx^^Conv_527_1" [id=126, type=DequantizeLinear]; "127 /layers/layers.9/layers.9.2/layers/layers.6/Conv" [id=127, type=Conv]; "128 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" [id=128, type=QuantizeLinear]; "129 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" [id=129, type=DequantizeLinear]; "130 /layers/layers.9/layers.9.2/Add" [id=130, type=Add]; "131 QuantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" [id=131, type=QuantizeLinear]; "132 DequantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" [id=132, type=DequantizeLinear]; -"133 QuantizeLinear_onnx^^Conv_530_1" [id=133, label="133 QuantizeLinear_onnx::Conv_530_1", type=QuantizeLinear]; -"134 DequantizeLinear_onnx^^Conv_530_1" [id=134, label="134 DequantizeLinear_onnx::Conv_530_1", type=DequantizeLinear]; +"133 QuantizeLinear_onnx^^Conv_530_1" [id=133, type=QuantizeLinear]; +"134 DequantizeLinear_onnx^^Conv_530_1" [id=134, type=DequantizeLinear]; "135 /layers/layers.10/layers.10.0/layers/layers.0/Conv" [id=135, type=Conv]; "136 /layers/layers.10/layers.10.0/layers/layers.2/Relu" [id=136, type=Relu]; "137 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" [id=137, type=QuantizeLinear]; "138 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" [id=138, type=DequantizeLinear]; -"139 QuantizeLinear_onnx^^Conv_533_1" [id=139, label="139 QuantizeLinear_onnx::Conv_533_1", type=QuantizeLinear]; -"140 DequantizeLinear_onnx^^Conv_533_1" [id=140, label="140 DequantizeLinear_onnx::Conv_533_1", type=DequantizeLinear]; +"139 QuantizeLinear_onnx^^Conv_533_1" [id=139, type=QuantizeLinear]; +"140 DequantizeLinear_onnx^^Conv_533_1" [id=140, type=DequantizeLinear]; "141 /layers/layers.10/layers.10.0/layers/layers.3/Conv" [id=141, type=Conv]; "142 /layers/layers.10/layers.10.0/layers/layers.5/Relu" [id=142, type=Relu]; "143 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" [id=143, type=QuantizeLinear]; "144 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" [id=144, type=DequantizeLinear]; -"145 QuantizeLinear_onnx^^Conv_536_1" [id=145, label="145 QuantizeLinear_onnx::Conv_536_1", type=QuantizeLinear]; -"146 DequantizeLinear_onnx^^Conv_536_1" [id=146, label="146 DequantizeLinear_onnx::Conv_536_1", type=DequantizeLinear]; +"145 QuantizeLinear_onnx^^Conv_536_1" [id=145, type=QuantizeLinear]; +"146 DequantizeLinear_onnx^^Conv_536_1" [id=146, type=DequantizeLinear]; "147 /layers/layers.10/layers.10.0/layers/layers.6/Conv" [id=147, type=Conv]; "148 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" [id=148, type=QuantizeLinear]; "149 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" [id=149, type=DequantizeLinear]; -"150 QuantizeLinear_onnx^^Conv_539_1" [id=150, label="150 QuantizeLinear_onnx::Conv_539_1", type=QuantizeLinear]; -"151 DequantizeLinear_onnx^^Conv_539_1" [id=151, label="151 DequantizeLinear_onnx::Conv_539_1", type=DequantizeLinear]; +"150 QuantizeLinear_onnx^^Conv_539_1" [id=150, type=QuantizeLinear]; +"151 DequantizeLinear_onnx^^Conv_539_1" [id=151, type=DequantizeLinear]; "152 /layers/layers.10/layers.10.1/layers/layers.0/Conv" [id=152, type=Conv]; "153 /layers/layers.10/layers.10.1/layers/layers.2/Relu" [id=153, type=Relu]; "154 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" [id=154, type=QuantizeLinear]; "155 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" [id=155, type=DequantizeLinear]; -"156 QuantizeLinear_onnx^^Conv_542_1" [id=156, label="156 QuantizeLinear_onnx::Conv_542_1", type=QuantizeLinear]; -"157 DequantizeLinear_onnx^^Conv_542_1" [id=157, label="157 DequantizeLinear_onnx::Conv_542_1", type=DequantizeLinear]; +"156 QuantizeLinear_onnx^^Conv_542_1" [id=156, type=QuantizeLinear]; +"157 DequantizeLinear_onnx^^Conv_542_1" [id=157, type=DequantizeLinear]; "158 /layers/layers.10/layers.10.1/layers/layers.3/Conv" [id=158, type=Conv]; "159 /layers/layers.10/layers.10.1/layers/layers.5/Relu" [id=159, type=Relu]; "160 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" [id=160, type=QuantizeLinear]; "161 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" [id=161, type=DequantizeLinear]; -"162 QuantizeLinear_onnx^^Conv_545_1" [id=162, label="162 QuantizeLinear_onnx::Conv_545_1", type=QuantizeLinear]; -"163 DequantizeLinear_onnx^^Conv_545_1" [id=163, label="163 DequantizeLinear_onnx::Conv_545_1", type=DequantizeLinear]; +"162 QuantizeLinear_onnx^^Conv_545_1" [id=162, type=QuantizeLinear]; +"163 DequantizeLinear_onnx^^Conv_545_1" [id=163, type=DequantizeLinear]; "164 /layers/layers.10/layers.10.1/layers/layers.6/Conv" [id=164, type=Conv]; "165 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" [id=165, type=QuantizeLinear]; "166 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" [id=166, type=DequantizeLinear]; "167 /layers/layers.10/layers.10.1/Add" [id=167, type=Add]; "168 QuantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" [id=168, type=QuantizeLinear]; "169 DequantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" [id=169, type=DequantizeLinear]; -"170 QuantizeLinear_onnx^^Conv_548_1" [id=170, label="170 QuantizeLinear_onnx::Conv_548_1", type=QuantizeLinear]; -"171 DequantizeLinear_onnx^^Conv_548_1" [id=171, label="171 DequantizeLinear_onnx::Conv_548_1", type=DequantizeLinear]; +"170 QuantizeLinear_onnx^^Conv_548_1" [id=170, type=QuantizeLinear]; +"171 DequantizeLinear_onnx^^Conv_548_1" [id=171, type=DequantizeLinear]; "172 /layers/layers.10/layers.10.2/layers/layers.0/Conv" [id=172, type=Conv]; "173 /layers/layers.10/layers.10.2/layers/layers.2/Relu" [id=173, type=Relu]; "174 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" [id=174, type=QuantizeLinear]; "175 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" [id=175, type=DequantizeLinear]; -"176 QuantizeLinear_onnx^^Conv_551_1" [id=176, label="176 QuantizeLinear_onnx::Conv_551_1", type=QuantizeLinear]; -"177 DequantizeLinear_onnx^^Conv_551_1" [id=177, label="177 DequantizeLinear_onnx::Conv_551_1", type=DequantizeLinear]; +"176 QuantizeLinear_onnx^^Conv_551_1" [id=176, type=QuantizeLinear]; +"177 DequantizeLinear_onnx^^Conv_551_1" [id=177, type=DequantizeLinear]; "178 /layers/layers.10/layers.10.2/layers/layers.3/Conv" [id=178, type=Conv]; "179 /layers/layers.10/layers.10.2/layers/layers.5/Relu" [id=179, type=Relu]; "180 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" [id=180, type=QuantizeLinear]; "181 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" [id=181, type=DequantizeLinear]; -"182 QuantizeLinear_onnx^^Conv_554_1" [id=182, label="182 QuantizeLinear_onnx::Conv_554_1", type=QuantizeLinear]; -"183 DequantizeLinear_onnx^^Conv_554_1" [id=183, label="183 DequantizeLinear_onnx::Conv_554_1", type=DequantizeLinear]; +"182 QuantizeLinear_onnx^^Conv_554_1" [id=182, type=QuantizeLinear]; +"183 DequantizeLinear_onnx^^Conv_554_1" [id=183, type=DequantizeLinear]; "184 /layers/layers.10/layers.10.2/layers/layers.6/Conv" [id=184, type=Conv]; "185 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" [id=185, type=QuantizeLinear]; "186 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" [id=186, type=DequantizeLinear]; "187 /layers/layers.10/layers.10.2/Add" [id=187, type=Add]; "188 QuantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" [id=188, type=QuantizeLinear]; "189 DequantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" [id=189, type=DequantizeLinear]; -"190 QuantizeLinear_onnx^^Conv_557_1" [id=190, label="190 QuantizeLinear_onnx::Conv_557_1", type=QuantizeLinear]; -"191 DequantizeLinear_onnx^^Conv_557_1" [id=191, label="191 DequantizeLinear_onnx::Conv_557_1", type=DequantizeLinear]; +"190 QuantizeLinear_onnx^^Conv_557_1" [id=190, type=QuantizeLinear]; +"191 DequantizeLinear_onnx^^Conv_557_1" [id=191, type=DequantizeLinear]; "192 /layers/layers.11/layers.11.0/layers/layers.0/Conv" [id=192, type=Conv]; "193 /layers/layers.11/layers.11.0/layers/layers.2/Relu" [id=193, type=Relu]; "194 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" [id=194, type=QuantizeLinear]; "195 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" [id=195, type=DequantizeLinear]; -"196 QuantizeLinear_onnx^^Conv_560_1" [id=196, label="196 QuantizeLinear_onnx::Conv_560_1", type=QuantizeLinear]; -"197 DequantizeLinear_onnx^^Conv_560_1" [id=197, label="197 DequantizeLinear_onnx::Conv_560_1", type=DequantizeLinear]; +"196 QuantizeLinear_onnx^^Conv_560_1" [id=196, type=QuantizeLinear]; +"197 DequantizeLinear_onnx^^Conv_560_1" [id=197, type=DequantizeLinear]; "198 /layers/layers.11/layers.11.0/layers/layers.3/Conv" [id=198, type=Conv]; "199 /layers/layers.11/layers.11.0/layers/layers.5/Relu" [id=199, type=Relu]; "200 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" [id=200, type=QuantizeLinear]; "201 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" [id=201, type=DequantizeLinear]; -"202 QuantizeLinear_onnx^^Conv_563_1" [id=202, label="202 QuantizeLinear_onnx::Conv_563_1", type=QuantizeLinear]; -"203 DequantizeLinear_onnx^^Conv_563_1" [id=203, label="203 DequantizeLinear_onnx::Conv_563_1", type=DequantizeLinear]; +"202 QuantizeLinear_onnx^^Conv_563_1" [id=202, type=QuantizeLinear]; +"203 DequantizeLinear_onnx^^Conv_563_1" [id=203, type=DequantizeLinear]; "204 /layers/layers.11/layers.11.0/layers/layers.6/Conv" [id=204, type=Conv]; "205 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" [id=205, type=QuantizeLinear]; "206 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" [id=206, type=DequantizeLinear]; -"207 QuantizeLinear_onnx^^Conv_566_1" [id=207, label="207 QuantizeLinear_onnx::Conv_566_1", type=QuantizeLinear]; -"208 DequantizeLinear_onnx^^Conv_566_1" [id=208, label="208 DequantizeLinear_onnx::Conv_566_1", type=DequantizeLinear]; +"207 QuantizeLinear_onnx^^Conv_566_1" [id=207, type=QuantizeLinear]; +"208 DequantizeLinear_onnx^^Conv_566_1" [id=208, type=DequantizeLinear]; "209 /layers/layers.11/layers.11.1/layers/layers.0/Conv" [id=209, type=Conv]; "210 /layers/layers.11/layers.11.1/layers/layers.2/Relu" [id=210, type=Relu]; "211 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" [id=211, type=QuantizeLinear]; "212 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" [id=212, type=DequantizeLinear]; -"213 QuantizeLinear_onnx^^Conv_569_1" [id=213, label="213 QuantizeLinear_onnx::Conv_569_1", type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_569_1" [id=214, label="214 DequantizeLinear_onnx::Conv_569_1", type=DequantizeLinear]; +"213 QuantizeLinear_onnx^^Conv_569_1" [id=213, type=QuantizeLinear]; +"214 DequantizeLinear_onnx^^Conv_569_1" [id=214, type=DequantizeLinear]; "215 /layers/layers.11/layers.11.1/layers/layers.3/Conv" [id=215, type=Conv]; "216 /layers/layers.11/layers.11.1/layers/layers.5/Relu" [id=216, type=Relu]; "217 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" [id=217, type=QuantizeLinear]; "218 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" [id=218, type=DequantizeLinear]; -"219 QuantizeLinear_onnx^^Conv_572_1" [id=219, label="219 QuantizeLinear_onnx::Conv_572_1", type=QuantizeLinear]; -"220 DequantizeLinear_onnx^^Conv_572_1" [id=220, label="220 DequantizeLinear_onnx::Conv_572_1", type=DequantizeLinear]; +"219 QuantizeLinear_onnx^^Conv_572_1" [id=219, type=QuantizeLinear]; +"220 DequantizeLinear_onnx^^Conv_572_1" [id=220, type=DequantizeLinear]; "221 /layers/layers.11/layers.11.1/layers/layers.6/Conv" [id=221, type=Conv]; "222 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" [id=222, type=QuantizeLinear]; "223 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" [id=223, type=DequantizeLinear]; "224 /layers/layers.11/layers.11.1/Add" [id=224, type=Add]; "225 QuantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" [id=225, type=QuantizeLinear]; "226 DequantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" [id=226, type=DequantizeLinear]; -"227 QuantizeLinear_onnx^^Conv_575_1" [id=227, label="227 QuantizeLinear_onnx::Conv_575_1", type=QuantizeLinear]; -"228 DequantizeLinear_onnx^^Conv_575_1" [id=228, label="228 DequantizeLinear_onnx::Conv_575_1", type=DequantizeLinear]; +"227 QuantizeLinear_onnx^^Conv_575_1" [id=227, type=QuantizeLinear]; +"228 DequantizeLinear_onnx^^Conv_575_1" [id=228, type=DequantizeLinear]; "229 /layers/layers.12/layers.12.0/layers/layers.0/Conv" [id=229, type=Conv]; "230 /layers/layers.12/layers.12.0/layers/layers.2/Relu" [id=230, type=Relu]; "231 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" [id=231, type=QuantizeLinear]; "232 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" [id=232, type=DequantizeLinear]; -"233 QuantizeLinear_onnx^^Conv_578_1" [id=233, label="233 QuantizeLinear_onnx::Conv_578_1", type=QuantizeLinear]; -"234 DequantizeLinear_onnx^^Conv_578_1" [id=234, label="234 DequantizeLinear_onnx::Conv_578_1", type=DequantizeLinear]; +"233 QuantizeLinear_onnx^^Conv_578_1" [id=233, type=QuantizeLinear]; +"234 DequantizeLinear_onnx^^Conv_578_1" [id=234, type=DequantizeLinear]; "235 /layers/layers.12/layers.12.0/layers/layers.3/Conv" [id=235, type=Conv]; "236 /layers/layers.12/layers.12.0/layers/layers.5/Relu" [id=236, type=Relu]; "237 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" [id=237, type=QuantizeLinear]; "238 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" [id=238, type=DequantizeLinear]; -"239 QuantizeLinear_onnx^^Conv_581_1" [id=239, label="239 QuantizeLinear_onnx::Conv_581_1", type=QuantizeLinear]; -"240 DequantizeLinear_onnx^^Conv_581_1" [id=240, label="240 DequantizeLinear_onnx::Conv_581_1", type=DequantizeLinear]; +"239 QuantizeLinear_onnx^^Conv_581_1" [id=239, type=QuantizeLinear]; +"240 DequantizeLinear_onnx^^Conv_581_1" [id=240, type=DequantizeLinear]; "241 /layers/layers.12/layers.12.0/layers/layers.6/Conv" [id=241, type=Conv]; "242 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" [id=242, type=QuantizeLinear]; "243 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" [id=243, type=DequantizeLinear]; -"244 QuantizeLinear_onnx^^Conv_584_1" [id=244, label="244 QuantizeLinear_onnx::Conv_584_1", type=QuantizeLinear]; -"245 DequantizeLinear_onnx^^Conv_584_1" [id=245, label="245 DequantizeLinear_onnx::Conv_584_1", type=DequantizeLinear]; +"244 QuantizeLinear_onnx^^Conv_584_1" [id=244, type=QuantizeLinear]; +"245 DequantizeLinear_onnx^^Conv_584_1" [id=245, type=DequantizeLinear]; "246 /layers/layers.12/layers.12.1/layers/layers.0/Conv" [id=246, type=Conv]; "247 /layers/layers.12/layers.12.1/layers/layers.2/Relu" [id=247, type=Relu]; "248 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" [id=248, type=QuantizeLinear]; "249 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" [id=249, type=DequantizeLinear]; -"250 QuantizeLinear_onnx^^Conv_587_1" [id=250, label="250 QuantizeLinear_onnx::Conv_587_1", type=QuantizeLinear]; -"251 DequantizeLinear_onnx^^Conv_587_1" [id=251, label="251 DequantizeLinear_onnx::Conv_587_1", type=DequantizeLinear]; +"250 QuantizeLinear_onnx^^Conv_587_1" [id=250, type=QuantizeLinear]; +"251 DequantizeLinear_onnx^^Conv_587_1" [id=251, type=DequantizeLinear]; "252 /layers/layers.12/layers.12.1/layers/layers.3/Conv" [id=252, type=Conv]; "253 /layers/layers.12/layers.12.1/layers/layers.5/Relu" [id=253, type=Relu]; "254 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" [id=254, type=QuantizeLinear]; "255 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" [id=255, type=DequantizeLinear]; -"256 QuantizeLinear_onnx^^Conv_590_1" [id=256, label="256 QuantizeLinear_onnx::Conv_590_1", type=QuantizeLinear]; -"257 DequantizeLinear_onnx^^Conv_590_1" [id=257, label="257 DequantizeLinear_onnx::Conv_590_1", type=DequantizeLinear]; +"256 QuantizeLinear_onnx^^Conv_590_1" [id=256, type=QuantizeLinear]; +"257 DequantizeLinear_onnx^^Conv_590_1" [id=257, type=DequantizeLinear]; "258 /layers/layers.12/layers.12.1/layers/layers.6/Conv" [id=258, type=Conv]; "259 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" [id=259, type=QuantizeLinear]; "260 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" [id=260, type=DequantizeLinear]; "261 /layers/layers.12/layers.12.1/Add" [id=261, type=Add]; "262 QuantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" [id=262, type=QuantizeLinear]; "263 DequantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" [id=263, type=DequantizeLinear]; -"264 QuantizeLinear_onnx^^Conv_593_1" [id=264, label="264 QuantizeLinear_onnx::Conv_593_1", type=QuantizeLinear]; -"265 DequantizeLinear_onnx^^Conv_593_1" [id=265, label="265 DequantizeLinear_onnx::Conv_593_1", type=DequantizeLinear]; +"264 QuantizeLinear_onnx^^Conv_593_1" [id=264, type=QuantizeLinear]; +"265 DequantizeLinear_onnx^^Conv_593_1" [id=265, type=DequantizeLinear]; "266 /layers/layers.12/layers.12.2/layers/layers.0/Conv" [id=266, type=Conv]; "267 /layers/layers.12/layers.12.2/layers/layers.2/Relu" [id=267, type=Relu]; "268 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" [id=268, type=QuantizeLinear]; "269 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" [id=269, type=DequantizeLinear]; -"270 QuantizeLinear_onnx^^Conv_596_1" [id=270, label="270 QuantizeLinear_onnx::Conv_596_1", type=QuantizeLinear]; -"271 DequantizeLinear_onnx^^Conv_596_1" [id=271, label="271 DequantizeLinear_onnx::Conv_596_1", type=DequantizeLinear]; +"270 QuantizeLinear_onnx^^Conv_596_1" [id=270, type=QuantizeLinear]; +"271 DequantizeLinear_onnx^^Conv_596_1" [id=271, type=DequantizeLinear]; "272 /layers/layers.12/layers.12.2/layers/layers.3/Conv" [id=272, type=Conv]; "273 /layers/layers.12/layers.12.2/layers/layers.5/Relu" [id=273, type=Relu]; "274 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" [id=274, type=QuantizeLinear]; "275 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" [id=275, type=DequantizeLinear]; -"276 QuantizeLinear_onnx^^Conv_599_1" [id=276, label="276 QuantizeLinear_onnx::Conv_599_1", type=QuantizeLinear]; -"277 DequantizeLinear_onnx^^Conv_599_1" [id=277, label="277 DequantizeLinear_onnx::Conv_599_1", type=DequantizeLinear]; +"276 QuantizeLinear_onnx^^Conv_599_1" [id=276, type=QuantizeLinear]; +"277 DequantizeLinear_onnx^^Conv_599_1" [id=277, type=DequantizeLinear]; "278 /layers/layers.12/layers.12.2/layers/layers.6/Conv" [id=278, type=Conv]; "279 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" [id=279, type=QuantizeLinear]; "280 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" [id=280, type=DequantizeLinear]; "281 /layers/layers.12/layers.12.2/Add" [id=281, type=Add]; "282 QuantizeLinear_/layers/layers.12/layers.12.2/Add_output_0_1" [id=282, type=QuantizeLinear]; "283 DequantizeLinear_/layers/layers.12/layers.12.2/Add_output_0_1" [id=283, type=DequantizeLinear]; -"284 QuantizeLinear_onnx^^Conv_602_1" [id=284, label="284 QuantizeLinear_onnx::Conv_602_1", type=QuantizeLinear]; -"285 DequantizeLinear_onnx^^Conv_602_1" [id=285, label="285 DequantizeLinear_onnx::Conv_602_1", type=DequantizeLinear]; +"284 QuantizeLinear_onnx^^Conv_602_1" [id=284, type=QuantizeLinear]; +"285 DequantizeLinear_onnx^^Conv_602_1" [id=285, type=DequantizeLinear]; "286 /layers/layers.12/layers.12.3/layers/layers.0/Conv" [id=286, type=Conv]; "287 /layers/layers.12/layers.12.3/layers/layers.2/Relu" [id=287, type=Relu]; "288 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.2/Relu_output_0_1" [id=288, type=QuantizeLinear]; "289 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.2/Relu_output_0_1" [id=289, type=DequantizeLinear]; -"290 QuantizeLinear_onnx^^Conv_605_1" [id=290, label="290 QuantizeLinear_onnx::Conv_605_1", type=QuantizeLinear]; -"291 DequantizeLinear_onnx^^Conv_605_1" [id=291, label="291 DequantizeLinear_onnx::Conv_605_1", type=DequantizeLinear]; +"290 QuantizeLinear_onnx^^Conv_605_1" [id=290, type=QuantizeLinear]; +"291 DequantizeLinear_onnx^^Conv_605_1" [id=291, type=DequantizeLinear]; "292 /layers/layers.12/layers.12.3/layers/layers.3/Conv" [id=292, type=Conv]; "293 /layers/layers.12/layers.12.3/layers/layers.5/Relu" [id=293, type=Relu]; "294 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" [id=294, type=QuantizeLinear]; "295 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" [id=295, type=DequantizeLinear]; -"296 QuantizeLinear_onnx^^Conv_608_1" [id=296, label="296 QuantizeLinear_onnx::Conv_608_1", type=QuantizeLinear]; -"297 DequantizeLinear_onnx^^Conv_608_1" [id=297, label="297 DequantizeLinear_onnx::Conv_608_1", type=DequantizeLinear]; +"296 QuantizeLinear_onnx^^Conv_608_1" [id=296, type=QuantizeLinear]; +"297 DequantizeLinear_onnx^^Conv_608_1" [id=297, type=DequantizeLinear]; "298 /layers/layers.12/layers.12.3/layers/layers.6/Conv" [id=298, type=Conv]; "299 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" [id=299, type=QuantizeLinear]; "300 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" [id=300, type=DequantizeLinear]; "301 /layers/layers.12/layers.12.3/Add" [id=301, type=Add]; "302 QuantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" [id=302, type=QuantizeLinear]; "303 DequantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" [id=303, type=DequantizeLinear]; -"304 QuantizeLinear_onnx^^Conv_611_1" [id=304, label="304 QuantizeLinear_onnx::Conv_611_1", type=QuantizeLinear]; -"305 DequantizeLinear_onnx^^Conv_611_1" [id=305, label="305 DequantizeLinear_onnx::Conv_611_1", type=DequantizeLinear]; +"304 QuantizeLinear_onnx^^Conv_611_1" [id=304, type=QuantizeLinear]; +"305 DequantizeLinear_onnx^^Conv_611_1" [id=305, type=DequantizeLinear]; "306 /layers/layers.13/layers.13.0/layers/layers.0/Conv" [id=306, type=Conv]; "307 /layers/layers.13/layers.13.0/layers/layers.2/Relu" [id=307, type=Relu]; "308 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" [id=308, type=QuantizeLinear]; "309 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" [id=309, type=DequantizeLinear]; -"310 QuantizeLinear_onnx^^Conv_614_1" [id=310, label="310 QuantizeLinear_onnx::Conv_614_1", type=QuantizeLinear]; -"311 DequantizeLinear_onnx^^Conv_614_1" [id=311, label="311 DequantizeLinear_onnx::Conv_614_1", type=DequantizeLinear]; +"310 QuantizeLinear_onnx^^Conv_614_1" [id=310, type=QuantizeLinear]; +"311 DequantizeLinear_onnx^^Conv_614_1" [id=311, type=DequantizeLinear]; "312 /layers/layers.13/layers.13.0/layers/layers.3/Conv" [id=312, type=Conv]; "313 /layers/layers.13/layers.13.0/layers/layers.5/Relu" [id=313, type=Relu]; "314 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" [id=314, type=QuantizeLinear]; "315 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" [id=315, type=DequantizeLinear]; -"316 QuantizeLinear_onnx^^Conv_617_1" [id=316, label="316 QuantizeLinear_onnx::Conv_617_1", type=QuantizeLinear]; -"317 DequantizeLinear_onnx^^Conv_617_1" [id=317, label="317 DequantizeLinear_onnx::Conv_617_1", type=DequantizeLinear]; +"316 QuantizeLinear_onnx^^Conv_617_1" [id=316, type=QuantizeLinear]; +"317 DequantizeLinear_onnx^^Conv_617_1" [id=317, type=DequantizeLinear]; "318 /layers/layers.13/layers.13.0/layers/layers.6/Conv" [id=318, type=Conv]; "319 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.6/Conv_output_0_1" [id=319, type=QuantizeLinear]; "320 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.6/Conv_output_0_1" [id=320, type=DequantizeLinear]; -"321 QuantizeLinear_onnx^^Conv_620_1" [id=321, label="321 QuantizeLinear_onnx::Conv_620_1", type=QuantizeLinear]; -"322 DequantizeLinear_onnx^^Conv_620_1" [id=322, label="322 DequantizeLinear_onnx::Conv_620_1", type=DequantizeLinear]; +"321 QuantizeLinear_onnx^^Conv_620_1" [id=321, type=QuantizeLinear]; +"322 DequantizeLinear_onnx^^Conv_620_1" [id=322, type=DequantizeLinear]; "323 /layers/layers.14/Conv" [id=323, type=Conv]; "324 /layers/layers.16/Relu" [id=324, type=Relu]; "325 QuantizeLinear_/layers/layers.16/Relu_output_0_1" [id=325, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot b/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot index 2620aab7c59..903cb249a93 100644 --- a/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot +++ b/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot @@ -1,395 +1,395 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_538_1" [id=2, label="2 QuantizeLinear_onnx::Conv_538_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_538_1" [id=3, label="3 DequantizeLinear_onnx::Conv_538_1", type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_538_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_538_1" [id=3, type=DequantizeLinear]; "4 /features/features.0/features.0.0/Conv" [id=4, type=Conv]; "5 /features/features.0/features.0.2/Constant" [id=5, type=Constant]; "6 /features/features.0/features.0.2/Constant_1" [id=6, type=Constant]; "7 /features/features.0/features.0.2/Clip" [id=7, type=Clip]; "8 QuantizeLinear_/features/features.0/features.0.2/Clip_output_0_1" [id=8, type=QuantizeLinear]; "9 DequantizeLinear_/features/features.0/features.0.2/Clip_output_0_1" [id=9, type=DequantizeLinear]; -"10 QuantizeLinear_onnx^^Conv_541_1" [id=10, label="10 QuantizeLinear_onnx::Conv_541_1", type=QuantizeLinear]; -"11 DequantizeLinear_onnx^^Conv_541_1" [id=11, label="11 DequantizeLinear_onnx::Conv_541_1", type=DequantizeLinear]; +"10 QuantizeLinear_onnx^^Conv_541_1" [id=10, type=QuantizeLinear]; +"11 DequantizeLinear_onnx^^Conv_541_1" [id=11, type=DequantizeLinear]; "12 /features/features.1/conv/conv.0/conv.0.0/Conv" [id=12, type=Conv]; "13 /features/features.1/conv/conv.0/conv.0.2/Constant" [id=13, type=Constant]; "14 /features/features.1/conv/conv.0/conv.0.2/Constant_1" [id=14, type=Constant]; "15 /features/features.1/conv/conv.0/conv.0.2/Clip" [id=15, type=Clip]; "16 QuantizeLinear_/features/features.1/conv/conv.0/conv.0.2/Clip_output_0_1" [id=16, type=QuantizeLinear]; "17 DequantizeLinear_/features/features.1/conv/conv.0/conv.0.2/Clip_output_0_1" [id=17, type=DequantizeLinear]; -"18 QuantizeLinear_onnx^^Conv_544_1" [id=18, label="18 QuantizeLinear_onnx::Conv_544_1", type=QuantizeLinear]; -"19 DequantizeLinear_onnx^^Conv_544_1" [id=19, label="19 DequantizeLinear_onnx::Conv_544_1", type=DequantizeLinear]; +"18 QuantizeLinear_onnx^^Conv_544_1" [id=18, type=QuantizeLinear]; +"19 DequantizeLinear_onnx^^Conv_544_1" [id=19, type=DequantizeLinear]; "20 /features/features.1/conv/conv.1/Conv" [id=20, type=Conv]; "21 QuantizeLinear_/features/features.1/conv/conv.1/Conv_output_0_1" [id=21, type=QuantizeLinear]; "22 DequantizeLinear_/features/features.1/conv/conv.1/Conv_output_0_1" [id=22, type=DequantizeLinear]; -"23 QuantizeLinear_onnx^^Conv_547_1" [id=23, label="23 QuantizeLinear_onnx::Conv_547_1", type=QuantizeLinear]; -"24 DequantizeLinear_onnx^^Conv_547_1" [id=24, label="24 DequantizeLinear_onnx::Conv_547_1", type=DequantizeLinear]; +"23 QuantizeLinear_onnx^^Conv_547_1" [id=23, type=QuantizeLinear]; +"24 DequantizeLinear_onnx^^Conv_547_1" [id=24, type=DequantizeLinear]; "25 /features/features.2/conv/conv.0/conv.0.0/Conv" [id=25, type=Conv]; "26 /features/features.2/conv/conv.0/conv.0.2/Constant" [id=26, type=Constant]; "27 /features/features.2/conv/conv.0/conv.0.2/Constant_1" [id=27, type=Constant]; "28 /features/features.2/conv/conv.0/conv.0.2/Clip" [id=28, type=Clip]; "29 QuantizeLinear_/features/features.2/conv/conv.0/conv.0.2/Clip_output_0_1" [id=29, type=QuantizeLinear]; "30 DequantizeLinear_/features/features.2/conv/conv.0/conv.0.2/Clip_output_0_1" [id=30, type=DequantizeLinear]; -"31 QuantizeLinear_onnx^^Conv_550_1" [id=31, label="31 QuantizeLinear_onnx::Conv_550_1", type=QuantizeLinear]; -"32 DequantizeLinear_onnx^^Conv_550_1" [id=32, label="32 DequantizeLinear_onnx::Conv_550_1", type=DequantizeLinear]; +"31 QuantizeLinear_onnx^^Conv_550_1" [id=31, type=QuantizeLinear]; +"32 DequantizeLinear_onnx^^Conv_550_1" [id=32, type=DequantizeLinear]; "33 /features/features.2/conv/conv.1/conv.1.0/Conv" [id=33, type=Conv]; "34 /features/features.2/conv/conv.1/conv.1.2/Constant" [id=34, type=Constant]; "35 /features/features.2/conv/conv.1/conv.1.2/Constant_1" [id=35, type=Constant]; "36 /features/features.2/conv/conv.1/conv.1.2/Clip" [id=36, type=Clip]; "37 QuantizeLinear_/features/features.2/conv/conv.1/conv.1.2/Clip_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/features/features.2/conv/conv.1/conv.1.2/Clip_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_553_1" [id=39, label="39 QuantizeLinear_onnx::Conv_553_1", type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_553_1" [id=40, label="40 DequantizeLinear_onnx::Conv_553_1", type=DequantizeLinear]; +"39 QuantizeLinear_onnx^^Conv_553_1" [id=39, type=QuantizeLinear]; +"40 DequantizeLinear_onnx^^Conv_553_1" [id=40, type=DequantizeLinear]; "41 /features/features.2/conv/conv.2/Conv" [id=41, type=Conv]; "42 QuantizeLinear_/features/features.2/conv/conv.2/Conv_output_0_1" [id=42, type=QuantizeLinear]; "43 DequantizeLinear_/features/features.2/conv/conv.2/Conv_output_0_1" [id=43, type=DequantizeLinear]; -"44 QuantizeLinear_onnx^^Conv_556_1" [id=44, label="44 QuantizeLinear_onnx::Conv_556_1", type=QuantizeLinear]; -"45 DequantizeLinear_onnx^^Conv_556_1" [id=45, label="45 DequantizeLinear_onnx::Conv_556_1", type=DequantizeLinear]; +"44 QuantizeLinear_onnx^^Conv_556_1" [id=44, type=QuantizeLinear]; +"45 DequantizeLinear_onnx^^Conv_556_1" [id=45, type=DequantizeLinear]; "46 /features/features.3/conv/conv.0/conv.0.0/Conv" [id=46, type=Conv]; "47 /features/features.3/conv/conv.0/conv.0.2/Constant" [id=47, type=Constant]; "48 /features/features.3/conv/conv.0/conv.0.2/Constant_1" [id=48, type=Constant]; "49 /features/features.3/conv/conv.0/conv.0.2/Clip" [id=49, type=Clip]; "50 QuantizeLinear_/features/features.3/conv/conv.0/conv.0.2/Clip_output_0_1" [id=50, type=QuantizeLinear]; "51 DequantizeLinear_/features/features.3/conv/conv.0/conv.0.2/Clip_output_0_1" [id=51, type=DequantizeLinear]; -"52 QuantizeLinear_onnx^^Conv_559_1" [id=52, label="52 QuantizeLinear_onnx::Conv_559_1", type=QuantizeLinear]; -"53 DequantizeLinear_onnx^^Conv_559_1" [id=53, label="53 DequantizeLinear_onnx::Conv_559_1", type=DequantizeLinear]; +"52 QuantizeLinear_onnx^^Conv_559_1" [id=52, type=QuantizeLinear]; +"53 DequantizeLinear_onnx^^Conv_559_1" [id=53, type=DequantizeLinear]; "54 /features/features.3/conv/conv.1/conv.1.0/Conv" [id=54, type=Conv]; "55 /features/features.3/conv/conv.1/conv.1.2/Constant" [id=55, type=Constant]; "56 /features/features.3/conv/conv.1/conv.1.2/Constant_1" [id=56, type=Constant]; "57 /features/features.3/conv/conv.1/conv.1.2/Clip" [id=57, type=Clip]; "58 QuantizeLinear_/features/features.3/conv/conv.1/conv.1.2/Clip_output_0_1" [id=58, type=QuantizeLinear]; "59 DequantizeLinear_/features/features.3/conv/conv.1/conv.1.2/Clip_output_0_1" [id=59, type=DequantizeLinear]; -"60 QuantizeLinear_onnx^^Conv_562_1" [id=60, label="60 QuantizeLinear_onnx::Conv_562_1", type=QuantizeLinear]; -"61 DequantizeLinear_onnx^^Conv_562_1" [id=61, label="61 DequantizeLinear_onnx::Conv_562_1", type=DequantizeLinear]; +"60 QuantizeLinear_onnx^^Conv_562_1" [id=60, type=QuantizeLinear]; +"61 DequantizeLinear_onnx^^Conv_562_1" [id=61, type=DequantizeLinear]; "62 /features/features.3/conv/conv.2/Conv" [id=62, type=Conv]; "63 QuantizeLinear_/features/features.3/conv/conv.2/Conv_output_0_1" [id=63, type=QuantizeLinear]; "64 DequantizeLinear_/features/features.3/conv/conv.2/Conv_output_0_1" [id=64, type=DequantizeLinear]; "65 /features/features.3/Add" [id=65, type=Add]; "66 QuantizeLinear_/features/features.3/Add_output_0_1" [id=66, type=QuantizeLinear]; "67 DequantizeLinear_/features/features.3/Add_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_onnx^^Conv_565_1" [id=68, label="68 QuantizeLinear_onnx::Conv_565_1", type=QuantizeLinear]; -"69 DequantizeLinear_onnx^^Conv_565_1" [id=69, label="69 DequantizeLinear_onnx::Conv_565_1", type=DequantizeLinear]; +"68 QuantizeLinear_onnx^^Conv_565_1" [id=68, type=QuantizeLinear]; +"69 DequantizeLinear_onnx^^Conv_565_1" [id=69, type=DequantizeLinear]; "70 /features/features.4/conv/conv.0/conv.0.0/Conv" [id=70, type=Conv]; "71 /features/features.4/conv/conv.0/conv.0.2/Constant" [id=71, type=Constant]; "72 /features/features.4/conv/conv.0/conv.0.2/Constant_1" [id=72, type=Constant]; "73 /features/features.4/conv/conv.0/conv.0.2/Clip" [id=73, type=Clip]; "74 QuantizeLinear_/features/features.4/conv/conv.0/conv.0.2/Clip_output_0_1" [id=74, type=QuantizeLinear]; "75 DequantizeLinear_/features/features.4/conv/conv.0/conv.0.2/Clip_output_0_1" [id=75, type=DequantizeLinear]; -"76 QuantizeLinear_onnx^^Conv_568_1" [id=76, label="76 QuantizeLinear_onnx::Conv_568_1", type=QuantizeLinear]; -"77 DequantizeLinear_onnx^^Conv_568_1" [id=77, label="77 DequantizeLinear_onnx::Conv_568_1", type=DequantizeLinear]; +"76 QuantizeLinear_onnx^^Conv_568_1" [id=76, type=QuantizeLinear]; +"77 DequantizeLinear_onnx^^Conv_568_1" [id=77, type=DequantizeLinear]; "78 /features/features.4/conv/conv.1/conv.1.0/Conv" [id=78, type=Conv]; "79 /features/features.4/conv/conv.1/conv.1.2/Constant" [id=79, type=Constant]; "80 /features/features.4/conv/conv.1/conv.1.2/Constant_1" [id=80, type=Constant]; "81 /features/features.4/conv/conv.1/conv.1.2/Clip" [id=81, type=Clip]; "82 QuantizeLinear_/features/features.4/conv/conv.1/conv.1.2/Clip_output_0_1" [id=82, type=QuantizeLinear]; "83 DequantizeLinear_/features/features.4/conv/conv.1/conv.1.2/Clip_output_0_1" [id=83, type=DequantizeLinear]; -"84 QuantizeLinear_onnx^^Conv_571_1" [id=84, label="84 QuantizeLinear_onnx::Conv_571_1", type=QuantizeLinear]; -"85 DequantizeLinear_onnx^^Conv_571_1" [id=85, label="85 DequantizeLinear_onnx::Conv_571_1", type=DequantizeLinear]; +"84 QuantizeLinear_onnx^^Conv_571_1" [id=84, type=QuantizeLinear]; +"85 DequantizeLinear_onnx^^Conv_571_1" [id=85, type=DequantizeLinear]; "86 /features/features.4/conv/conv.2/Conv" [id=86, type=Conv]; "87 QuantizeLinear_/features/features.4/conv/conv.2/Conv_output_0_1" [id=87, type=QuantizeLinear]; "88 DequantizeLinear_/features/features.4/conv/conv.2/Conv_output_0_1" [id=88, type=DequantizeLinear]; -"89 QuantizeLinear_onnx^^Conv_574_1" [id=89, label="89 QuantizeLinear_onnx::Conv_574_1", type=QuantizeLinear]; -"90 DequantizeLinear_onnx^^Conv_574_1" [id=90, label="90 DequantizeLinear_onnx::Conv_574_1", type=DequantizeLinear]; +"89 QuantizeLinear_onnx^^Conv_574_1" [id=89, type=QuantizeLinear]; +"90 DequantizeLinear_onnx^^Conv_574_1" [id=90, type=DequantizeLinear]; "91 /features/features.5/conv/conv.0/conv.0.0/Conv" [id=91, type=Conv]; "92 /features/features.5/conv/conv.0/conv.0.2/Constant" [id=92, type=Constant]; "93 /features/features.5/conv/conv.0/conv.0.2/Constant_1" [id=93, type=Constant]; "94 /features/features.5/conv/conv.0/conv.0.2/Clip" [id=94, type=Clip]; "95 QuantizeLinear_/features/features.5/conv/conv.0/conv.0.2/Clip_output_0_1" [id=95, type=QuantizeLinear]; "96 DequantizeLinear_/features/features.5/conv/conv.0/conv.0.2/Clip_output_0_1" [id=96, type=DequantizeLinear]; -"97 QuantizeLinear_onnx^^Conv_577_1" [id=97, label="97 QuantizeLinear_onnx::Conv_577_1", type=QuantizeLinear]; -"98 DequantizeLinear_onnx^^Conv_577_1" [id=98, label="98 DequantizeLinear_onnx::Conv_577_1", type=DequantizeLinear]; +"97 QuantizeLinear_onnx^^Conv_577_1" [id=97, type=QuantizeLinear]; +"98 DequantizeLinear_onnx^^Conv_577_1" [id=98, type=DequantizeLinear]; "99 /features/features.5/conv/conv.1/conv.1.0/Conv" [id=99, type=Conv]; "100 /features/features.5/conv/conv.1/conv.1.2/Constant" [id=100, type=Constant]; "101 /features/features.5/conv/conv.1/conv.1.2/Constant_1" [id=101, type=Constant]; "102 /features/features.5/conv/conv.1/conv.1.2/Clip" [id=102, type=Clip]; "103 QuantizeLinear_/features/features.5/conv/conv.1/conv.1.2/Clip_output_0_1" [id=103, type=QuantizeLinear]; "104 DequantizeLinear_/features/features.5/conv/conv.1/conv.1.2/Clip_output_0_1" [id=104, type=DequantizeLinear]; -"105 QuantizeLinear_onnx^^Conv_580_1" [id=105, label="105 QuantizeLinear_onnx::Conv_580_1", type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_580_1" [id=106, label="106 DequantizeLinear_onnx::Conv_580_1", type=DequantizeLinear]; +"105 QuantizeLinear_onnx^^Conv_580_1" [id=105, type=QuantizeLinear]; +"106 DequantizeLinear_onnx^^Conv_580_1" [id=106, type=DequantizeLinear]; "107 /features/features.5/conv/conv.2/Conv" [id=107, type=Conv]; "108 QuantizeLinear_/features/features.5/conv/conv.2/Conv_output_0_1" [id=108, type=QuantizeLinear]; "109 DequantizeLinear_/features/features.5/conv/conv.2/Conv_output_0_1" [id=109, type=DequantizeLinear]; "110 /features/features.5/Add" [id=110, type=Add]; "111 QuantizeLinear_/features/features.5/Add_output_0_1" [id=111, type=QuantizeLinear]; "112 DequantizeLinear_/features/features.5/Add_output_0_1" [id=112, type=DequantizeLinear]; -"113 QuantizeLinear_onnx^^Conv_583_1" [id=113, label="113 QuantizeLinear_onnx::Conv_583_1", type=QuantizeLinear]; -"114 DequantizeLinear_onnx^^Conv_583_1" [id=114, label="114 DequantizeLinear_onnx::Conv_583_1", type=DequantizeLinear]; +"113 QuantizeLinear_onnx^^Conv_583_1" [id=113, type=QuantizeLinear]; +"114 DequantizeLinear_onnx^^Conv_583_1" [id=114, type=DequantizeLinear]; "115 /features/features.6/conv/conv.0/conv.0.0/Conv" [id=115, type=Conv]; "116 /features/features.6/conv/conv.0/conv.0.2/Constant" [id=116, type=Constant]; "117 /features/features.6/conv/conv.0/conv.0.2/Constant_1" [id=117, type=Constant]; "118 /features/features.6/conv/conv.0/conv.0.2/Clip" [id=118, type=Clip]; "119 QuantizeLinear_/features/features.6/conv/conv.0/conv.0.2/Clip_output_0_1" [id=119, type=QuantizeLinear]; "120 DequantizeLinear_/features/features.6/conv/conv.0/conv.0.2/Clip_output_0_1" [id=120, type=DequantizeLinear]; -"121 QuantizeLinear_onnx^^Conv_586_1" [id=121, label="121 QuantizeLinear_onnx::Conv_586_1", type=QuantizeLinear]; -"122 DequantizeLinear_onnx^^Conv_586_1" [id=122, label="122 DequantizeLinear_onnx::Conv_586_1", type=DequantizeLinear]; +"121 QuantizeLinear_onnx^^Conv_586_1" [id=121, type=QuantizeLinear]; +"122 DequantizeLinear_onnx^^Conv_586_1" [id=122, type=DequantizeLinear]; "123 /features/features.6/conv/conv.1/conv.1.0/Conv" [id=123, type=Conv]; "124 /features/features.6/conv/conv.1/conv.1.2/Constant" [id=124, type=Constant]; "125 /features/features.6/conv/conv.1/conv.1.2/Constant_1" [id=125, type=Constant]; "126 /features/features.6/conv/conv.1/conv.1.2/Clip" [id=126, type=Clip]; "127 QuantizeLinear_/features/features.6/conv/conv.1/conv.1.2/Clip_output_0_1" [id=127, type=QuantizeLinear]; "128 DequantizeLinear_/features/features.6/conv/conv.1/conv.1.2/Clip_output_0_1" [id=128, type=DequantizeLinear]; -"129 QuantizeLinear_onnx^^Conv_589_1" [id=129, label="129 QuantizeLinear_onnx::Conv_589_1", type=QuantizeLinear]; -"130 DequantizeLinear_onnx^^Conv_589_1" [id=130, label="130 DequantizeLinear_onnx::Conv_589_1", type=DequantizeLinear]; +"129 QuantizeLinear_onnx^^Conv_589_1" [id=129, type=QuantizeLinear]; +"130 DequantizeLinear_onnx^^Conv_589_1" [id=130, type=DequantizeLinear]; "131 /features/features.6/conv/conv.2/Conv" [id=131, type=Conv]; "132 QuantizeLinear_/features/features.6/conv/conv.2/Conv_output_0_1" [id=132, type=QuantizeLinear]; "133 DequantizeLinear_/features/features.6/conv/conv.2/Conv_output_0_1" [id=133, type=DequantizeLinear]; "134 /features/features.6/Add" [id=134, type=Add]; "135 QuantizeLinear_/features/features.6/Add_output_0_1" [id=135, type=QuantizeLinear]; "136 DequantizeLinear_/features/features.6/Add_output_0_1" [id=136, type=DequantizeLinear]; -"137 QuantizeLinear_onnx^^Conv_592_1" [id=137, label="137 QuantizeLinear_onnx::Conv_592_1", type=QuantizeLinear]; -"138 DequantizeLinear_onnx^^Conv_592_1" [id=138, label="138 DequantizeLinear_onnx::Conv_592_1", type=DequantizeLinear]; +"137 QuantizeLinear_onnx^^Conv_592_1" [id=137, type=QuantizeLinear]; +"138 DequantizeLinear_onnx^^Conv_592_1" [id=138, type=DequantizeLinear]; "139 /features/features.7/conv/conv.0/conv.0.0/Conv" [id=139, type=Conv]; "140 /features/features.7/conv/conv.0/conv.0.2/Constant" [id=140, type=Constant]; "141 /features/features.7/conv/conv.0/conv.0.2/Constant_1" [id=141, type=Constant]; "142 /features/features.7/conv/conv.0/conv.0.2/Clip" [id=142, type=Clip]; "143 QuantizeLinear_/features/features.7/conv/conv.0/conv.0.2/Clip_output_0_1" [id=143, type=QuantizeLinear]; "144 DequantizeLinear_/features/features.7/conv/conv.0/conv.0.2/Clip_output_0_1" [id=144, type=DequantizeLinear]; -"145 QuantizeLinear_onnx^^Conv_595_1" [id=145, label="145 QuantizeLinear_onnx::Conv_595_1", type=QuantizeLinear]; -"146 DequantizeLinear_onnx^^Conv_595_1" [id=146, label="146 DequantizeLinear_onnx::Conv_595_1", type=DequantizeLinear]; +"145 QuantizeLinear_onnx^^Conv_595_1" [id=145, type=QuantizeLinear]; +"146 DequantizeLinear_onnx^^Conv_595_1" [id=146, type=DequantizeLinear]; "147 /features/features.7/conv/conv.1/conv.1.0/Conv" [id=147, type=Conv]; "148 /features/features.7/conv/conv.1/conv.1.2/Constant" [id=148, type=Constant]; "149 /features/features.7/conv/conv.1/conv.1.2/Constant_1" [id=149, type=Constant]; "150 /features/features.7/conv/conv.1/conv.1.2/Clip" [id=150, type=Clip]; "151 QuantizeLinear_/features/features.7/conv/conv.1/conv.1.2/Clip_output_0_1" [id=151, type=QuantizeLinear]; "152 DequantizeLinear_/features/features.7/conv/conv.1/conv.1.2/Clip_output_0_1" [id=152, type=DequantizeLinear]; -"153 QuantizeLinear_onnx^^Conv_598_1" [id=153, label="153 QuantizeLinear_onnx::Conv_598_1", type=QuantizeLinear]; -"154 DequantizeLinear_onnx^^Conv_598_1" [id=154, label="154 DequantizeLinear_onnx::Conv_598_1", type=DequantizeLinear]; +"153 QuantizeLinear_onnx^^Conv_598_1" [id=153, type=QuantizeLinear]; +"154 DequantizeLinear_onnx^^Conv_598_1" [id=154, type=DequantizeLinear]; "155 /features/features.7/conv/conv.2/Conv" [id=155, type=Conv]; "156 QuantizeLinear_/features/features.7/conv/conv.2/Conv_output_0_1" [id=156, type=QuantizeLinear]; "157 DequantizeLinear_/features/features.7/conv/conv.2/Conv_output_0_1" [id=157, type=DequantizeLinear]; -"158 QuantizeLinear_onnx^^Conv_601_1" [id=158, label="158 QuantizeLinear_onnx::Conv_601_1", type=QuantizeLinear]; -"159 DequantizeLinear_onnx^^Conv_601_1" [id=159, label="159 DequantizeLinear_onnx::Conv_601_1", type=DequantizeLinear]; +"158 QuantizeLinear_onnx^^Conv_601_1" [id=158, type=QuantizeLinear]; +"159 DequantizeLinear_onnx^^Conv_601_1" [id=159, type=DequantizeLinear]; "160 /features/features.8/conv/conv.0/conv.0.0/Conv" [id=160, type=Conv]; "161 /features/features.8/conv/conv.0/conv.0.2/Constant" [id=161, type=Constant]; "162 /features/features.8/conv/conv.0/conv.0.2/Constant_1" [id=162, type=Constant]; "163 /features/features.8/conv/conv.0/conv.0.2/Clip" [id=163, type=Clip]; "164 QuantizeLinear_/features/features.8/conv/conv.0/conv.0.2/Clip_output_0_1" [id=164, type=QuantizeLinear]; "165 DequantizeLinear_/features/features.8/conv/conv.0/conv.0.2/Clip_output_0_1" [id=165, type=DequantizeLinear]; -"166 QuantizeLinear_onnx^^Conv_604_1" [id=166, label="166 QuantizeLinear_onnx::Conv_604_1", type=QuantizeLinear]; -"167 DequantizeLinear_onnx^^Conv_604_1" [id=167, label="167 DequantizeLinear_onnx::Conv_604_1", type=DequantizeLinear]; +"166 QuantizeLinear_onnx^^Conv_604_1" [id=166, type=QuantizeLinear]; +"167 DequantizeLinear_onnx^^Conv_604_1" [id=167, type=DequantizeLinear]; "168 /features/features.8/conv/conv.1/conv.1.0/Conv" [id=168, type=Conv]; "169 /features/features.8/conv/conv.1/conv.1.2/Constant" [id=169, type=Constant]; "170 /features/features.8/conv/conv.1/conv.1.2/Constant_1" [id=170, type=Constant]; "171 /features/features.8/conv/conv.1/conv.1.2/Clip" [id=171, type=Clip]; "172 QuantizeLinear_/features/features.8/conv/conv.1/conv.1.2/Clip_output_0_1" [id=172, type=QuantizeLinear]; "173 DequantizeLinear_/features/features.8/conv/conv.1/conv.1.2/Clip_output_0_1" [id=173, type=DequantizeLinear]; -"174 QuantizeLinear_onnx^^Conv_607_1" [id=174, label="174 QuantizeLinear_onnx::Conv_607_1", type=QuantizeLinear]; -"175 DequantizeLinear_onnx^^Conv_607_1" [id=175, label="175 DequantizeLinear_onnx::Conv_607_1", type=DequantizeLinear]; +"174 QuantizeLinear_onnx^^Conv_607_1" [id=174, type=QuantizeLinear]; +"175 DequantizeLinear_onnx^^Conv_607_1" [id=175, type=DequantizeLinear]; "176 /features/features.8/conv/conv.2/Conv" [id=176, type=Conv]; "177 QuantizeLinear_/features/features.8/conv/conv.2/Conv_output_0_1" [id=177, type=QuantizeLinear]; "178 DequantizeLinear_/features/features.8/conv/conv.2/Conv_output_0_1" [id=178, type=DequantizeLinear]; "179 /features/features.8/Add" [id=179, type=Add]; "180 QuantizeLinear_/features/features.8/Add_output_0_1" [id=180, type=QuantizeLinear]; "181 DequantizeLinear_/features/features.8/Add_output_0_1" [id=181, type=DequantizeLinear]; -"182 QuantizeLinear_onnx^^Conv_610_1" [id=182, label="182 QuantizeLinear_onnx::Conv_610_1", type=QuantizeLinear]; -"183 DequantizeLinear_onnx^^Conv_610_1" [id=183, label="183 DequantizeLinear_onnx::Conv_610_1", type=DequantizeLinear]; +"182 QuantizeLinear_onnx^^Conv_610_1" [id=182, type=QuantizeLinear]; +"183 DequantizeLinear_onnx^^Conv_610_1" [id=183, type=DequantizeLinear]; "184 /features/features.9/conv/conv.0/conv.0.0/Conv" [id=184, type=Conv]; "185 /features/features.9/conv/conv.0/conv.0.2/Constant" [id=185, type=Constant]; "186 /features/features.9/conv/conv.0/conv.0.2/Constant_1" [id=186, type=Constant]; "187 /features/features.9/conv/conv.0/conv.0.2/Clip" [id=187, type=Clip]; "188 QuantizeLinear_/features/features.9/conv/conv.0/conv.0.2/Clip_output_0_1" [id=188, type=QuantizeLinear]; "189 DequantizeLinear_/features/features.9/conv/conv.0/conv.0.2/Clip_output_0_1" [id=189, type=DequantizeLinear]; -"190 QuantizeLinear_onnx^^Conv_613_1" [id=190, label="190 QuantizeLinear_onnx::Conv_613_1", type=QuantizeLinear]; -"191 DequantizeLinear_onnx^^Conv_613_1" [id=191, label="191 DequantizeLinear_onnx::Conv_613_1", type=DequantizeLinear]; +"190 QuantizeLinear_onnx^^Conv_613_1" [id=190, type=QuantizeLinear]; +"191 DequantizeLinear_onnx^^Conv_613_1" [id=191, type=DequantizeLinear]; "192 /features/features.9/conv/conv.1/conv.1.0/Conv" [id=192, type=Conv]; "193 /features/features.9/conv/conv.1/conv.1.2/Constant" [id=193, type=Constant]; "194 /features/features.9/conv/conv.1/conv.1.2/Constant_1" [id=194, type=Constant]; "195 /features/features.9/conv/conv.1/conv.1.2/Clip" [id=195, type=Clip]; "196 QuantizeLinear_/features/features.9/conv/conv.1/conv.1.2/Clip_output_0_1" [id=196, type=QuantizeLinear]; "197 DequantizeLinear_/features/features.9/conv/conv.1/conv.1.2/Clip_output_0_1" [id=197, type=DequantizeLinear]; -"198 QuantizeLinear_onnx^^Conv_616_1" [id=198, label="198 QuantizeLinear_onnx::Conv_616_1", type=QuantizeLinear]; -"199 DequantizeLinear_onnx^^Conv_616_1" [id=199, label="199 DequantizeLinear_onnx::Conv_616_1", type=DequantizeLinear]; +"198 QuantizeLinear_onnx^^Conv_616_1" [id=198, type=QuantizeLinear]; +"199 DequantizeLinear_onnx^^Conv_616_1" [id=199, type=DequantizeLinear]; "200 /features/features.9/conv/conv.2/Conv" [id=200, type=Conv]; "201 QuantizeLinear_/features/features.9/conv/conv.2/Conv_output_0_1" [id=201, type=QuantizeLinear]; "202 DequantizeLinear_/features/features.9/conv/conv.2/Conv_output_0_1" [id=202, type=DequantizeLinear]; "203 /features/features.9/Add" [id=203, type=Add]; "204 QuantizeLinear_/features/features.9/Add_output_0_1" [id=204, type=QuantizeLinear]; "205 DequantizeLinear_/features/features.9/Add_output_0_1" [id=205, type=DequantizeLinear]; -"206 QuantizeLinear_onnx^^Conv_619_1" [id=206, label="206 QuantizeLinear_onnx::Conv_619_1", type=QuantizeLinear]; -"207 DequantizeLinear_onnx^^Conv_619_1" [id=207, label="207 DequantizeLinear_onnx::Conv_619_1", type=DequantizeLinear]; +"206 QuantizeLinear_onnx^^Conv_619_1" [id=206, type=QuantizeLinear]; +"207 DequantizeLinear_onnx^^Conv_619_1" [id=207, type=DequantizeLinear]; "208 /features/features.10/conv/conv.0/conv.0.0/Conv" [id=208, type=Conv]; "209 /features/features.10/conv/conv.0/conv.0.2/Constant" [id=209, type=Constant]; "210 /features/features.10/conv/conv.0/conv.0.2/Constant_1" [id=210, type=Constant]; "211 /features/features.10/conv/conv.0/conv.0.2/Clip" [id=211, type=Clip]; "212 QuantizeLinear_/features/features.10/conv/conv.0/conv.0.2/Clip_output_0_1" [id=212, type=QuantizeLinear]; "213 DequantizeLinear_/features/features.10/conv/conv.0/conv.0.2/Clip_output_0_1" [id=213, type=DequantizeLinear]; -"214 QuantizeLinear_onnx^^Conv_622_1" [id=214, label="214 QuantizeLinear_onnx::Conv_622_1", type=QuantizeLinear]; -"215 DequantizeLinear_onnx^^Conv_622_1" [id=215, label="215 DequantizeLinear_onnx::Conv_622_1", type=DequantizeLinear]; +"214 QuantizeLinear_onnx^^Conv_622_1" [id=214, type=QuantizeLinear]; +"215 DequantizeLinear_onnx^^Conv_622_1" [id=215, type=DequantizeLinear]; "216 /features/features.10/conv/conv.1/conv.1.0/Conv" [id=216, type=Conv]; "217 /features/features.10/conv/conv.1/conv.1.2/Constant" [id=217, type=Constant]; "218 /features/features.10/conv/conv.1/conv.1.2/Constant_1" [id=218, type=Constant]; "219 /features/features.10/conv/conv.1/conv.1.2/Clip" [id=219, type=Clip]; "220 QuantizeLinear_/features/features.10/conv/conv.1/conv.1.2/Clip_output_0_1" [id=220, type=QuantizeLinear]; "221 DequantizeLinear_/features/features.10/conv/conv.1/conv.1.2/Clip_output_0_1" [id=221, type=DequantizeLinear]; -"222 QuantizeLinear_onnx^^Conv_625_1" [id=222, label="222 QuantizeLinear_onnx::Conv_625_1", type=QuantizeLinear]; -"223 DequantizeLinear_onnx^^Conv_625_1" [id=223, label="223 DequantizeLinear_onnx::Conv_625_1", type=DequantizeLinear]; +"222 QuantizeLinear_onnx^^Conv_625_1" [id=222, type=QuantizeLinear]; +"223 DequantizeLinear_onnx^^Conv_625_1" [id=223, type=DequantizeLinear]; "224 /features/features.10/conv/conv.2/Conv" [id=224, type=Conv]; "225 QuantizeLinear_/features/features.10/conv/conv.2/Conv_output_0_1" [id=225, type=QuantizeLinear]; "226 DequantizeLinear_/features/features.10/conv/conv.2/Conv_output_0_1" [id=226, type=DequantizeLinear]; "227 /features/features.10/Add" [id=227, type=Add]; "228 QuantizeLinear_/features/features.10/Add_output_0_1" [id=228, type=QuantizeLinear]; "229 DequantizeLinear_/features/features.10/Add_output_0_1" [id=229, type=DequantizeLinear]; -"230 QuantizeLinear_onnx^^Conv_628_1" [id=230, label="230 QuantizeLinear_onnx::Conv_628_1", type=QuantizeLinear]; -"231 DequantizeLinear_onnx^^Conv_628_1" [id=231, label="231 DequantizeLinear_onnx::Conv_628_1", type=DequantizeLinear]; +"230 QuantizeLinear_onnx^^Conv_628_1" [id=230, type=QuantizeLinear]; +"231 DequantizeLinear_onnx^^Conv_628_1" [id=231, type=DequantizeLinear]; "232 /features/features.11/conv/conv.0/conv.0.0/Conv" [id=232, type=Conv]; "233 /features/features.11/conv/conv.0/conv.0.2/Constant" [id=233, type=Constant]; "234 /features/features.11/conv/conv.0/conv.0.2/Constant_1" [id=234, type=Constant]; "235 /features/features.11/conv/conv.0/conv.0.2/Clip" [id=235, type=Clip]; "236 QuantizeLinear_/features/features.11/conv/conv.0/conv.0.2/Clip_output_0_1" [id=236, type=QuantizeLinear]; "237 DequantizeLinear_/features/features.11/conv/conv.0/conv.0.2/Clip_output_0_1" [id=237, type=DequantizeLinear]; -"238 QuantizeLinear_onnx^^Conv_631_1" [id=238, label="238 QuantizeLinear_onnx::Conv_631_1", type=QuantizeLinear]; -"239 DequantizeLinear_onnx^^Conv_631_1" [id=239, label="239 DequantizeLinear_onnx::Conv_631_1", type=DequantizeLinear]; +"238 QuantizeLinear_onnx^^Conv_631_1" [id=238, type=QuantizeLinear]; +"239 DequantizeLinear_onnx^^Conv_631_1" [id=239, type=DequantizeLinear]; "240 /features/features.11/conv/conv.1/conv.1.0/Conv" [id=240, type=Conv]; "241 /features/features.11/conv/conv.1/conv.1.2/Constant" [id=241, type=Constant]; "242 /features/features.11/conv/conv.1/conv.1.2/Constant_1" [id=242, type=Constant]; "243 /features/features.11/conv/conv.1/conv.1.2/Clip" [id=243, type=Clip]; "244 QuantizeLinear_/features/features.11/conv/conv.1/conv.1.2/Clip_output_0_1" [id=244, type=QuantizeLinear]; "245 DequantizeLinear_/features/features.11/conv/conv.1/conv.1.2/Clip_output_0_1" [id=245, type=DequantizeLinear]; -"246 QuantizeLinear_onnx^^Conv_634_1" [id=246, label="246 QuantizeLinear_onnx::Conv_634_1", type=QuantizeLinear]; -"247 DequantizeLinear_onnx^^Conv_634_1" [id=247, label="247 DequantizeLinear_onnx::Conv_634_1", type=DequantizeLinear]; +"246 QuantizeLinear_onnx^^Conv_634_1" [id=246, type=QuantizeLinear]; +"247 DequantizeLinear_onnx^^Conv_634_1" [id=247, type=DequantizeLinear]; "248 /features/features.11/conv/conv.2/Conv" [id=248, type=Conv]; "249 QuantizeLinear_/features/features.11/conv/conv.2/Conv_output_0_1" [id=249, type=QuantizeLinear]; "250 DequantizeLinear_/features/features.11/conv/conv.2/Conv_output_0_1" [id=250, type=DequantizeLinear]; -"251 QuantizeLinear_onnx^^Conv_637_1" [id=251, label="251 QuantizeLinear_onnx::Conv_637_1", type=QuantizeLinear]; -"252 DequantizeLinear_onnx^^Conv_637_1" [id=252, label="252 DequantizeLinear_onnx::Conv_637_1", type=DequantizeLinear]; +"251 QuantizeLinear_onnx^^Conv_637_1" [id=251, type=QuantizeLinear]; +"252 DequantizeLinear_onnx^^Conv_637_1" [id=252, type=DequantizeLinear]; "253 /features/features.12/conv/conv.0/conv.0.0/Conv" [id=253, type=Conv]; "254 /features/features.12/conv/conv.0/conv.0.2/Constant" [id=254, type=Constant]; "255 /features/features.12/conv/conv.0/conv.0.2/Constant_1" [id=255, type=Constant]; "256 /features/features.12/conv/conv.0/conv.0.2/Clip" [id=256, type=Clip]; "257 QuantizeLinear_/features/features.12/conv/conv.0/conv.0.2/Clip_output_0_1" [id=257, type=QuantizeLinear]; "258 DequantizeLinear_/features/features.12/conv/conv.0/conv.0.2/Clip_output_0_1" [id=258, type=DequantizeLinear]; -"259 QuantizeLinear_onnx^^Conv_640_1" [id=259, label="259 QuantizeLinear_onnx::Conv_640_1", type=QuantizeLinear]; -"260 DequantizeLinear_onnx^^Conv_640_1" [id=260, label="260 DequantizeLinear_onnx::Conv_640_1", type=DequantizeLinear]; +"259 QuantizeLinear_onnx^^Conv_640_1" [id=259, type=QuantizeLinear]; +"260 DequantizeLinear_onnx^^Conv_640_1" [id=260, type=DequantizeLinear]; "261 /features/features.12/conv/conv.1/conv.1.0/Conv" [id=261, type=Conv]; "262 /features/features.12/conv/conv.1/conv.1.2/Constant" [id=262, type=Constant]; "263 /features/features.12/conv/conv.1/conv.1.2/Constant_1" [id=263, type=Constant]; "264 /features/features.12/conv/conv.1/conv.1.2/Clip" [id=264, type=Clip]; "265 QuantizeLinear_/features/features.12/conv/conv.1/conv.1.2/Clip_output_0_1" [id=265, type=QuantizeLinear]; "266 DequantizeLinear_/features/features.12/conv/conv.1/conv.1.2/Clip_output_0_1" [id=266, type=DequantizeLinear]; -"267 QuantizeLinear_onnx^^Conv_643_1" [id=267, label="267 QuantizeLinear_onnx::Conv_643_1", type=QuantizeLinear]; -"268 DequantizeLinear_onnx^^Conv_643_1" [id=268, label="268 DequantizeLinear_onnx::Conv_643_1", type=DequantizeLinear]; +"267 QuantizeLinear_onnx^^Conv_643_1" [id=267, type=QuantizeLinear]; +"268 DequantizeLinear_onnx^^Conv_643_1" [id=268, type=DequantizeLinear]; "269 /features/features.12/conv/conv.2/Conv" [id=269, type=Conv]; "270 QuantizeLinear_/features/features.12/conv/conv.2/Conv_output_0_1" [id=270, type=QuantizeLinear]; "271 DequantizeLinear_/features/features.12/conv/conv.2/Conv_output_0_1" [id=271, type=DequantizeLinear]; "272 /features/features.12/Add" [id=272, type=Add]; "273 QuantizeLinear_/features/features.12/Add_output_0_1" [id=273, type=QuantizeLinear]; "274 DequantizeLinear_/features/features.12/Add_output_0_1" [id=274, type=DequantizeLinear]; -"275 QuantizeLinear_onnx^^Conv_646_1" [id=275, label="275 QuantizeLinear_onnx::Conv_646_1", type=QuantizeLinear]; -"276 DequantizeLinear_onnx^^Conv_646_1" [id=276, label="276 DequantizeLinear_onnx::Conv_646_1", type=DequantizeLinear]; +"275 QuantizeLinear_onnx^^Conv_646_1" [id=275, type=QuantizeLinear]; +"276 DequantizeLinear_onnx^^Conv_646_1" [id=276, type=DequantizeLinear]; "277 /features/features.13/conv/conv.0/conv.0.0/Conv" [id=277, type=Conv]; "278 /features/features.13/conv/conv.0/conv.0.2/Constant" [id=278, type=Constant]; "279 /features/features.13/conv/conv.0/conv.0.2/Constant_1" [id=279, type=Constant]; "280 /features/features.13/conv/conv.0/conv.0.2/Clip" [id=280, type=Clip]; "281 QuantizeLinear_/features/features.13/conv/conv.0/conv.0.2/Clip_output_0_1" [id=281, type=QuantizeLinear]; "282 DequantizeLinear_/features/features.13/conv/conv.0/conv.0.2/Clip_output_0_1" [id=282, type=DequantizeLinear]; -"283 QuantizeLinear_onnx^^Conv_649_1" [id=283, label="283 QuantizeLinear_onnx::Conv_649_1", type=QuantizeLinear]; -"284 DequantizeLinear_onnx^^Conv_649_1" [id=284, label="284 DequantizeLinear_onnx::Conv_649_1", type=DequantizeLinear]; +"283 QuantizeLinear_onnx^^Conv_649_1" [id=283, type=QuantizeLinear]; +"284 DequantizeLinear_onnx^^Conv_649_1" [id=284, type=DequantizeLinear]; "285 /features/features.13/conv/conv.1/conv.1.0/Conv" [id=285, type=Conv]; "286 /features/features.13/conv/conv.1/conv.1.2/Constant" [id=286, type=Constant]; "287 /features/features.13/conv/conv.1/conv.1.2/Constant_1" [id=287, type=Constant]; "288 /features/features.13/conv/conv.1/conv.1.2/Clip" [id=288, type=Clip]; "289 QuantizeLinear_/features/features.13/conv/conv.1/conv.1.2/Clip_output_0_1" [id=289, type=QuantizeLinear]; "290 DequantizeLinear_/features/features.13/conv/conv.1/conv.1.2/Clip_output_0_1" [id=290, type=DequantizeLinear]; -"291 QuantizeLinear_onnx^^Conv_652_1" [id=291, label="291 QuantizeLinear_onnx::Conv_652_1", type=QuantizeLinear]; -"292 DequantizeLinear_onnx^^Conv_652_1" [id=292, label="292 DequantizeLinear_onnx::Conv_652_1", type=DequantizeLinear]; +"291 QuantizeLinear_onnx^^Conv_652_1" [id=291, type=QuantizeLinear]; +"292 DequantizeLinear_onnx^^Conv_652_1" [id=292, type=DequantizeLinear]; "293 /features/features.13/conv/conv.2/Conv" [id=293, type=Conv]; "294 QuantizeLinear_/features/features.13/conv/conv.2/Conv_output_0_1" [id=294, type=QuantizeLinear]; "295 DequantizeLinear_/features/features.13/conv/conv.2/Conv_output_0_1" [id=295, type=DequantizeLinear]; "296 /features/features.13/Add" [id=296, type=Add]; "297 QuantizeLinear_/features/features.13/Add_output_0_1" [id=297, type=QuantizeLinear]; "298 DequantizeLinear_/features/features.13/Add_output_0_1" [id=298, type=DequantizeLinear]; -"299 QuantizeLinear_onnx^^Conv_655_1" [id=299, label="299 QuantizeLinear_onnx::Conv_655_1", type=QuantizeLinear]; -"300 DequantizeLinear_onnx^^Conv_655_1" [id=300, label="300 DequantizeLinear_onnx::Conv_655_1", type=DequantizeLinear]; +"299 QuantizeLinear_onnx^^Conv_655_1" [id=299, type=QuantizeLinear]; +"300 DequantizeLinear_onnx^^Conv_655_1" [id=300, type=DequantizeLinear]; "301 /features/features.14/conv/conv.0/conv.0.0/Conv" [id=301, type=Conv]; "302 /features/features.14/conv/conv.0/conv.0.2/Constant" [id=302, type=Constant]; "303 /features/features.14/conv/conv.0/conv.0.2/Constant_1" [id=303, type=Constant]; "304 /features/features.14/conv/conv.0/conv.0.2/Clip" [id=304, type=Clip]; "305 QuantizeLinear_/features/features.14/conv/conv.0/conv.0.2/Clip_output_0_1" [id=305, type=QuantizeLinear]; "306 DequantizeLinear_/features/features.14/conv/conv.0/conv.0.2/Clip_output_0_1" [id=306, type=DequantizeLinear]; -"307 QuantizeLinear_onnx^^Conv_658_1" [id=307, label="307 QuantizeLinear_onnx::Conv_658_1", type=QuantizeLinear]; -"308 DequantizeLinear_onnx^^Conv_658_1" [id=308, label="308 DequantizeLinear_onnx::Conv_658_1", type=DequantizeLinear]; +"307 QuantizeLinear_onnx^^Conv_658_1" [id=307, type=QuantizeLinear]; +"308 DequantizeLinear_onnx^^Conv_658_1" [id=308, type=DequantizeLinear]; "309 /features/features.14/conv/conv.1/conv.1.0/Conv" [id=309, type=Conv]; "310 /features/features.14/conv/conv.1/conv.1.2/Constant" [id=310, type=Constant]; "311 /features/features.14/conv/conv.1/conv.1.2/Constant_1" [id=311, type=Constant]; "312 /features/features.14/conv/conv.1/conv.1.2/Clip" [id=312, type=Clip]; "313 QuantizeLinear_/features/features.14/conv/conv.1/conv.1.2/Clip_output_0_1" [id=313, type=QuantizeLinear]; "314 DequantizeLinear_/features/features.14/conv/conv.1/conv.1.2/Clip_output_0_1" [id=314, type=DequantizeLinear]; -"315 QuantizeLinear_onnx^^Conv_661_1" [id=315, label="315 QuantizeLinear_onnx::Conv_661_1", type=QuantizeLinear]; -"316 DequantizeLinear_onnx^^Conv_661_1" [id=316, label="316 DequantizeLinear_onnx::Conv_661_1", type=DequantizeLinear]; +"315 QuantizeLinear_onnx^^Conv_661_1" [id=315, type=QuantizeLinear]; +"316 DequantizeLinear_onnx^^Conv_661_1" [id=316, type=DequantizeLinear]; "317 /features/features.14/conv/conv.2/Conv" [id=317, type=Conv]; "318 QuantizeLinear_/features/features.14/conv/conv.2/Conv_output_0_1" [id=318, type=QuantizeLinear]; "319 DequantizeLinear_/features/features.14/conv/conv.2/Conv_output_0_1" [id=319, type=DequantizeLinear]; -"320 QuantizeLinear_onnx^^Conv_664_1" [id=320, label="320 QuantizeLinear_onnx::Conv_664_1", type=QuantizeLinear]; -"321 DequantizeLinear_onnx^^Conv_664_1" [id=321, label="321 DequantizeLinear_onnx::Conv_664_1", type=DequantizeLinear]; +"320 QuantizeLinear_onnx^^Conv_664_1" [id=320, type=QuantizeLinear]; +"321 DequantizeLinear_onnx^^Conv_664_1" [id=321, type=DequantizeLinear]; "322 /features/features.15/conv/conv.0/conv.0.0/Conv" [id=322, type=Conv]; "323 /features/features.15/conv/conv.0/conv.0.2/Constant" [id=323, type=Constant]; "324 /features/features.15/conv/conv.0/conv.0.2/Constant_1" [id=324, type=Constant]; "325 /features/features.15/conv/conv.0/conv.0.2/Clip" [id=325, type=Clip]; "326 QuantizeLinear_/features/features.15/conv/conv.0/conv.0.2/Clip_output_0_1" [id=326, type=QuantizeLinear]; "327 DequantizeLinear_/features/features.15/conv/conv.0/conv.0.2/Clip_output_0_1" [id=327, type=DequantizeLinear]; -"328 QuantizeLinear_onnx^^Conv_667_1" [id=328, label="328 QuantizeLinear_onnx::Conv_667_1", type=QuantizeLinear]; -"329 DequantizeLinear_onnx^^Conv_667_1" [id=329, label="329 DequantizeLinear_onnx::Conv_667_1", type=DequantizeLinear]; +"328 QuantizeLinear_onnx^^Conv_667_1" [id=328, type=QuantizeLinear]; +"329 DequantizeLinear_onnx^^Conv_667_1" [id=329, type=DequantizeLinear]; "330 /features/features.15/conv/conv.1/conv.1.0/Conv" [id=330, type=Conv]; "331 /features/features.15/conv/conv.1/conv.1.2/Constant" [id=331, type=Constant]; "332 /features/features.15/conv/conv.1/conv.1.2/Constant_1" [id=332, type=Constant]; "333 /features/features.15/conv/conv.1/conv.1.2/Clip" [id=333, type=Clip]; "334 QuantizeLinear_/features/features.15/conv/conv.1/conv.1.2/Clip_output_0_1" [id=334, type=QuantizeLinear]; "335 DequantizeLinear_/features/features.15/conv/conv.1/conv.1.2/Clip_output_0_1" [id=335, type=DequantizeLinear]; -"336 QuantizeLinear_onnx^^Conv_670_1" [id=336, label="336 QuantizeLinear_onnx::Conv_670_1", type=QuantizeLinear]; -"337 DequantizeLinear_onnx^^Conv_670_1" [id=337, label="337 DequantizeLinear_onnx::Conv_670_1", type=DequantizeLinear]; +"336 QuantizeLinear_onnx^^Conv_670_1" [id=336, type=QuantizeLinear]; +"337 DequantizeLinear_onnx^^Conv_670_1" [id=337, type=DequantizeLinear]; "338 /features/features.15/conv/conv.2/Conv" [id=338, type=Conv]; "339 QuantizeLinear_/features/features.15/conv/conv.2/Conv_output_0_1" [id=339, type=QuantizeLinear]; "340 DequantizeLinear_/features/features.15/conv/conv.2/Conv_output_0_1" [id=340, type=DequantizeLinear]; "341 /features/features.15/Add" [id=341, type=Add]; "342 QuantizeLinear_/features/features.15/Add_output_0_1" [id=342, type=QuantizeLinear]; "343 DequantizeLinear_/features/features.15/Add_output_0_1" [id=343, type=DequantizeLinear]; -"344 QuantizeLinear_onnx^^Conv_673_1" [id=344, label="344 QuantizeLinear_onnx::Conv_673_1", type=QuantizeLinear]; -"345 DequantizeLinear_onnx^^Conv_673_1" [id=345, label="345 DequantizeLinear_onnx::Conv_673_1", type=DequantizeLinear]; +"344 QuantizeLinear_onnx^^Conv_673_1" [id=344, type=QuantizeLinear]; +"345 DequantizeLinear_onnx^^Conv_673_1" [id=345, type=DequantizeLinear]; "346 /features/features.16/conv/conv.0/conv.0.0/Conv" [id=346, type=Conv]; "347 /features/features.16/conv/conv.0/conv.0.2/Constant" [id=347, type=Constant]; "348 /features/features.16/conv/conv.0/conv.0.2/Constant_1" [id=348, type=Constant]; "349 /features/features.16/conv/conv.0/conv.0.2/Clip" [id=349, type=Clip]; "350 QuantizeLinear_/features/features.16/conv/conv.0/conv.0.2/Clip_output_0_1" [id=350, type=QuantizeLinear]; "351 DequantizeLinear_/features/features.16/conv/conv.0/conv.0.2/Clip_output_0_1" [id=351, type=DequantizeLinear]; -"352 QuantizeLinear_onnx^^Conv_676_1" [id=352, label="352 QuantizeLinear_onnx::Conv_676_1", type=QuantizeLinear]; -"353 DequantizeLinear_onnx^^Conv_676_1" [id=353, label="353 DequantizeLinear_onnx::Conv_676_1", type=DequantizeLinear]; +"352 QuantizeLinear_onnx^^Conv_676_1" [id=352, type=QuantizeLinear]; +"353 DequantizeLinear_onnx^^Conv_676_1" [id=353, type=DequantizeLinear]; "354 /features/features.16/conv/conv.1/conv.1.0/Conv" [id=354, type=Conv]; "355 /features/features.16/conv/conv.1/conv.1.2/Constant" [id=355, type=Constant]; "356 /features/features.16/conv/conv.1/conv.1.2/Constant_1" [id=356, type=Constant]; "357 /features/features.16/conv/conv.1/conv.1.2/Clip" [id=357, type=Clip]; "358 QuantizeLinear_/features/features.16/conv/conv.1/conv.1.2/Clip_output_0_1" [id=358, type=QuantizeLinear]; "359 DequantizeLinear_/features/features.16/conv/conv.1/conv.1.2/Clip_output_0_1" [id=359, type=DequantizeLinear]; -"360 QuantizeLinear_onnx^^Conv_679_1" [id=360, label="360 QuantizeLinear_onnx::Conv_679_1", type=QuantizeLinear]; -"361 DequantizeLinear_onnx^^Conv_679_1" [id=361, label="361 DequantizeLinear_onnx::Conv_679_1", type=DequantizeLinear]; +"360 QuantizeLinear_onnx^^Conv_679_1" [id=360, type=QuantizeLinear]; +"361 DequantizeLinear_onnx^^Conv_679_1" [id=361, type=DequantizeLinear]; "362 /features/features.16/conv/conv.2/Conv" [id=362, type=Conv]; "363 QuantizeLinear_/features/features.16/conv/conv.2/Conv_output_0_1" [id=363, type=QuantizeLinear]; "364 DequantizeLinear_/features/features.16/conv/conv.2/Conv_output_0_1" [id=364, type=DequantizeLinear]; "365 /features/features.16/Add" [id=365, type=Add]; "366 QuantizeLinear_/features/features.16/Add_output_0_1" [id=366, type=QuantizeLinear]; "367 DequantizeLinear_/features/features.16/Add_output_0_1" [id=367, type=DequantizeLinear]; -"368 QuantizeLinear_onnx^^Conv_682_1" [id=368, label="368 QuantizeLinear_onnx::Conv_682_1", type=QuantizeLinear]; -"369 DequantizeLinear_onnx^^Conv_682_1" [id=369, label="369 DequantizeLinear_onnx::Conv_682_1", type=DequantizeLinear]; +"368 QuantizeLinear_onnx^^Conv_682_1" [id=368, type=QuantizeLinear]; +"369 DequantizeLinear_onnx^^Conv_682_1" [id=369, type=DequantizeLinear]; "370 /features/features.17/conv/conv.0/conv.0.0/Conv" [id=370, type=Conv]; "371 /features/features.17/conv/conv.0/conv.0.2/Constant" [id=371, type=Constant]; "372 /features/features.17/conv/conv.0/conv.0.2/Constant_1" [id=372, type=Constant]; "373 /features/features.17/conv/conv.0/conv.0.2/Clip" [id=373, type=Clip]; "374 QuantizeLinear_/features/features.17/conv/conv.0/conv.0.2/Clip_output_0_1" [id=374, type=QuantizeLinear]; "375 DequantizeLinear_/features/features.17/conv/conv.0/conv.0.2/Clip_output_0_1" [id=375, type=DequantizeLinear]; -"376 QuantizeLinear_onnx^^Conv_685_1" [id=376, label="376 QuantizeLinear_onnx::Conv_685_1", type=QuantizeLinear]; -"377 DequantizeLinear_onnx^^Conv_685_1" [id=377, label="377 DequantizeLinear_onnx::Conv_685_1", type=DequantizeLinear]; +"376 QuantizeLinear_onnx^^Conv_685_1" [id=376, type=QuantizeLinear]; +"377 DequantizeLinear_onnx^^Conv_685_1" [id=377, type=DequantizeLinear]; "378 /features/features.17/conv/conv.1/conv.1.0/Conv" [id=378, type=Conv]; "379 /features/features.17/conv/conv.1/conv.1.2/Constant" [id=379, type=Constant]; "380 /features/features.17/conv/conv.1/conv.1.2/Constant_1" [id=380, type=Constant]; "381 /features/features.17/conv/conv.1/conv.1.2/Clip" [id=381, type=Clip]; "382 QuantizeLinear_/features/features.17/conv/conv.1/conv.1.2/Clip_output_0_1" [id=382, type=QuantizeLinear]; "383 DequantizeLinear_/features/features.17/conv/conv.1/conv.1.2/Clip_output_0_1" [id=383, type=DequantizeLinear]; -"384 QuantizeLinear_onnx^^Conv_688_1" [id=384, label="384 QuantizeLinear_onnx::Conv_688_1", type=QuantizeLinear]; -"385 DequantizeLinear_onnx^^Conv_688_1" [id=385, label="385 DequantizeLinear_onnx::Conv_688_1", type=DequantizeLinear]; +"384 QuantizeLinear_onnx^^Conv_688_1" [id=384, type=QuantizeLinear]; +"385 DequantizeLinear_onnx^^Conv_688_1" [id=385, type=DequantizeLinear]; "386 /features/features.17/conv/conv.2/Conv" [id=386, type=Conv]; "387 QuantizeLinear_/features/features.17/conv/conv.2/Conv_output_0_1" [id=387, type=QuantizeLinear]; "388 DequantizeLinear_/features/features.17/conv/conv.2/Conv_output_0_1" [id=388, type=DequantizeLinear]; -"389 QuantizeLinear_onnx^^Conv_691_1" [id=389, label="389 QuantizeLinear_onnx::Conv_691_1", type=QuantizeLinear]; -"390 DequantizeLinear_onnx^^Conv_691_1" [id=390, label="390 DequantizeLinear_onnx::Conv_691_1", type=DequantizeLinear]; +"389 QuantizeLinear_onnx^^Conv_691_1" [id=389, type=QuantizeLinear]; +"390 DequantizeLinear_onnx^^Conv_691_1" [id=390, type=DequantizeLinear]; "391 /features/features.18/features.18.0/Conv" [id=391, type=Conv]; "392 /features/features.18/features.18.2/Constant" [id=392, type=Constant]; "393 /features/features.18/features.18.2/Constant_1" [id=393, type=Constant]; diff --git a/tests/onnx/data/reference_graphs/quantization/mobilenet_v3_small.dot b/tests/onnx/data/reference_graphs/quantization/mobilenet_v3_small.dot index 3868e723c95..00c54a786b4 100644 --- a/tests/onnx/data/reference_graphs/quantization/mobilenet_v3_small.dot +++ b/tests/onnx/data/reference_graphs/quantization/mobilenet_v3_small.dot @@ -1,15 +1,15 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_421_1" [id=2, label="2 QuantizeLinear_onnx::Conv_421_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_421_1" [id=3, label="3 DequantizeLinear_onnx::Conv_421_1", type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_421_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_421_1" [id=3, type=DequantizeLinear]; "4 /features/features.0/features.0.0/Conv" [id=4, type=Conv]; "5 /features/features.0/features.0.2/HardSigmoid" [id=5, type=HardSigmoid]; "6 /features/features.0/features.0.2/Mul" [id=6, type=Mul]; "7 QuantizeLinear_/features/features.0/features.0.2/Mul_output_0_1" [id=7, type=QuantizeLinear]; "8 DequantizeLinear_/features/features.0/features.0.2/Mul_output_0_1" [id=8, type=DequantizeLinear]; -"9 QuantizeLinear_onnx^^Conv_424_1" [id=9, label="9 QuantizeLinear_onnx::Conv_424_1", type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_424_1" [id=10, label="10 DequantizeLinear_onnx::Conv_424_1", type=DequantizeLinear]; +"9 QuantizeLinear_onnx^^Conv_424_1" [id=9, type=QuantizeLinear]; +"10 DequantizeLinear_onnx^^Conv_424_1" [id=10, type=DequantizeLinear]; "11 /features/features.1/block/block.0/block.0.0/Conv" [id=11, type=Conv]; "12 /features/features.1/block/block.0/block.0.2/Relu" [id=12, type=Relu]; "13 QuantizeLinear_/features/features.1/block/block.0/block.0.2/Relu_output_0_1" [id=13, type=QuantizeLinear]; @@ -32,57 +32,57 @@ strict digraph { "30 /features/features.1/block/block.1/Mul" [id=30, type=Mul]; "31 QuantizeLinear_/features/features.1/block/block.1/Mul_output_0_1" [id=31, type=QuantizeLinear]; "32 DequantizeLinear_/features/features.1/block/block.1/Mul_output_0_1" [id=32, type=DequantizeLinear]; -"33 QuantizeLinear_onnx^^Conv_427_1" [id=33, label="33 QuantizeLinear_onnx::Conv_427_1", type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_427_1" [id=34, label="34 DequantizeLinear_onnx::Conv_427_1", type=DequantizeLinear]; +"33 QuantizeLinear_onnx^^Conv_427_1" [id=33, type=QuantizeLinear]; +"34 DequantizeLinear_onnx^^Conv_427_1" [id=34, type=DequantizeLinear]; "35 /features/features.1/block/block.2/block.2.0/Conv" [id=35, type=Conv]; "36 QuantizeLinear_/features/features.1/block/block.2/block.2.0/Conv_output_0_1" [id=36, type=QuantizeLinear]; "37 DequantizeLinear_/features/features.1/block/block.2/block.2.0/Conv_output_0_1" [id=37, type=DequantizeLinear]; -"38 QuantizeLinear_onnx^^Conv_430_1" [id=38, label="38 QuantizeLinear_onnx::Conv_430_1", type=QuantizeLinear]; -"39 DequantizeLinear_onnx^^Conv_430_1" [id=39, label="39 DequantizeLinear_onnx::Conv_430_1", type=DequantizeLinear]; +"38 QuantizeLinear_onnx^^Conv_430_1" [id=38, type=QuantizeLinear]; +"39 DequantizeLinear_onnx^^Conv_430_1" [id=39, type=DequantizeLinear]; "40 /features/features.2/block/block.0/block.0.0/Conv" [id=40, type=Conv]; "41 /features/features.2/block/block.0/block.0.2/Relu" [id=41, type=Relu]; "42 QuantizeLinear_/features/features.2/block/block.0/block.0.2/Relu_output_0_1" [id=42, type=QuantizeLinear]; "43 DequantizeLinear_/features/features.2/block/block.0/block.0.2/Relu_output_0_1" [id=43, type=DequantizeLinear]; -"44 QuantizeLinear_onnx^^Conv_433_1" [id=44, label="44 QuantizeLinear_onnx::Conv_433_1", type=QuantizeLinear]; -"45 DequantizeLinear_onnx^^Conv_433_1" [id=45, label="45 DequantizeLinear_onnx::Conv_433_1", type=DequantizeLinear]; +"44 QuantizeLinear_onnx^^Conv_433_1" [id=44, type=QuantizeLinear]; +"45 DequantizeLinear_onnx^^Conv_433_1" [id=45, type=DequantizeLinear]; "46 /features/features.2/block/block.1/block.1.0/Conv" [id=46, type=Conv]; "47 /features/features.2/block/block.1/block.1.2/Relu" [id=47, type=Relu]; "48 QuantizeLinear_/features/features.2/block/block.1/block.1.2/Relu_output_0_1" [id=48, type=QuantizeLinear]; "49 DequantizeLinear_/features/features.2/block/block.1/block.1.2/Relu_output_0_1" [id=49, type=DequantizeLinear]; -"50 QuantizeLinear_onnx^^Conv_436_1" [id=50, label="50 QuantizeLinear_onnx::Conv_436_1", type=QuantizeLinear]; -"51 DequantizeLinear_onnx^^Conv_436_1" [id=51, label="51 DequantizeLinear_onnx::Conv_436_1", type=DequantizeLinear]; +"50 QuantizeLinear_onnx^^Conv_436_1" [id=50, type=QuantizeLinear]; +"51 DequantizeLinear_onnx^^Conv_436_1" [id=51, type=DequantizeLinear]; "52 /features/features.2/block/block.2/block.2.0/Conv" [id=52, type=Conv]; "53 QuantizeLinear_/features/features.2/block/block.2/block.2.0/Conv_output_0_1" [id=53, type=QuantizeLinear]; "54 DequantizeLinear_/features/features.2/block/block.2/block.2.0/Conv_output_0_1" [id=54, type=DequantizeLinear]; -"55 QuantizeLinear_onnx^^Conv_439_1" [id=55, label="55 QuantizeLinear_onnx::Conv_439_1", type=QuantizeLinear]; -"56 DequantizeLinear_onnx^^Conv_439_1" [id=56, label="56 DequantizeLinear_onnx::Conv_439_1", type=DequantizeLinear]; +"55 QuantizeLinear_onnx^^Conv_439_1" [id=55, type=QuantizeLinear]; +"56 DequantizeLinear_onnx^^Conv_439_1" [id=56, type=DequantizeLinear]; "57 /features/features.3/block/block.0/block.0.0/Conv" [id=57, type=Conv]; "58 /features/features.3/block/block.0/block.0.2/Relu" [id=58, type=Relu]; "59 QuantizeLinear_/features/features.3/block/block.0/block.0.2/Relu_output_0_1" [id=59, type=QuantizeLinear]; "60 DequantizeLinear_/features/features.3/block/block.0/block.0.2/Relu_output_0_1" [id=60, type=DequantizeLinear]; -"61 QuantizeLinear_onnx^^Conv_442_1" [id=61, label="61 QuantizeLinear_onnx::Conv_442_1", type=QuantizeLinear]; -"62 DequantizeLinear_onnx^^Conv_442_1" [id=62, label="62 DequantizeLinear_onnx::Conv_442_1", type=DequantizeLinear]; +"61 QuantizeLinear_onnx^^Conv_442_1" [id=61, type=QuantizeLinear]; +"62 DequantizeLinear_onnx^^Conv_442_1" [id=62, type=DequantizeLinear]; "63 /features/features.3/block/block.1/block.1.0/Conv" [id=63, type=Conv]; "64 /features/features.3/block/block.1/block.1.2/Relu" [id=64, type=Relu]; "65 QuantizeLinear_/features/features.3/block/block.1/block.1.2/Relu_output_0_1" [id=65, type=QuantizeLinear]; "66 DequantizeLinear_/features/features.3/block/block.1/block.1.2/Relu_output_0_1" [id=66, type=DequantizeLinear]; -"67 QuantizeLinear_onnx^^Conv_445_1" [id=67, label="67 QuantizeLinear_onnx::Conv_445_1", type=QuantizeLinear]; -"68 DequantizeLinear_onnx^^Conv_445_1" [id=68, label="68 DequantizeLinear_onnx::Conv_445_1", type=DequantizeLinear]; +"67 QuantizeLinear_onnx^^Conv_445_1" [id=67, type=QuantizeLinear]; +"68 DequantizeLinear_onnx^^Conv_445_1" [id=68, type=DequantizeLinear]; "69 /features/features.3/block/block.2/block.2.0/Conv" [id=69, type=Conv]; "70 QuantizeLinear_/features/features.3/block/block.2/block.2.0/Conv_output_0_1" [id=70, type=QuantizeLinear]; "71 DequantizeLinear_/features/features.3/block/block.2/block.2.0/Conv_output_0_1" [id=71, type=DequantizeLinear]; "72 /features/features.3/Add" [id=72, type=Add]; "73 QuantizeLinear_/features/features.3/Add_output_0_1" [id=73, type=QuantizeLinear]; "74 DequantizeLinear_/features/features.3/Add_output_0_1" [id=74, type=DequantizeLinear]; -"75 QuantizeLinear_onnx^^Conv_448_1" [id=75, label="75 QuantizeLinear_onnx::Conv_448_1", type=QuantizeLinear]; -"76 DequantizeLinear_onnx^^Conv_448_1" [id=76, label="76 DequantizeLinear_onnx::Conv_448_1", type=DequantizeLinear]; +"75 QuantizeLinear_onnx^^Conv_448_1" [id=75, type=QuantizeLinear]; +"76 DequantizeLinear_onnx^^Conv_448_1" [id=76, type=DequantizeLinear]; "77 /features/features.4/block/block.0/block.0.0/Conv" [id=77, type=Conv]; "78 /features/features.4/block/block.0/block.0.2/HardSigmoid" [id=78, type=HardSigmoid]; "79 /features/features.4/block/block.0/block.0.2/Mul" [id=79, type=Mul]; "80 QuantizeLinear_/features/features.4/block/block.0/block.0.2/Mul_output_0_1" [id=80, type=QuantizeLinear]; "81 DequantizeLinear_/features/features.4/block/block.0/block.0.2/Mul_output_0_1" [id=81, type=DequantizeLinear]; -"82 QuantizeLinear_onnx^^Conv_451_1" [id=82, label="82 QuantizeLinear_onnx::Conv_451_1", type=QuantizeLinear]; -"83 DequantizeLinear_onnx^^Conv_451_1" [id=83, label="83 DequantizeLinear_onnx::Conv_451_1", type=DequantizeLinear]; +"82 QuantizeLinear_onnx^^Conv_451_1" [id=82, type=QuantizeLinear]; +"83 DequantizeLinear_onnx^^Conv_451_1" [id=83, type=DequantizeLinear]; "84 /features/features.4/block/block.1/block.1.0/Conv" [id=84, type=Conv]; "85 /features/features.4/block/block.1/block.1.2/HardSigmoid" [id=85, type=HardSigmoid]; "86 /features/features.4/block/block.1/block.1.2/Mul" [id=86, type=Mul]; @@ -106,20 +106,20 @@ strict digraph { "104 /features/features.4/block/block.2/Mul" [id=104, type=Mul]; "105 QuantizeLinear_/features/features.4/block/block.2/Mul_output_0_1" [id=105, type=QuantizeLinear]; "106 DequantizeLinear_/features/features.4/block/block.2/Mul_output_0_1" [id=106, type=DequantizeLinear]; -"107 QuantizeLinear_onnx^^Conv_454_1" [id=107, label="107 QuantizeLinear_onnx::Conv_454_1", type=QuantizeLinear]; -"108 DequantizeLinear_onnx^^Conv_454_1" [id=108, label="108 DequantizeLinear_onnx::Conv_454_1", type=DequantizeLinear]; +"107 QuantizeLinear_onnx^^Conv_454_1" [id=107, type=QuantizeLinear]; +"108 DequantizeLinear_onnx^^Conv_454_1" [id=108, type=DequantizeLinear]; "109 /features/features.4/block/block.3/block.3.0/Conv" [id=109, type=Conv]; "110 QuantizeLinear_/features/features.4/block/block.3/block.3.0/Conv_output_0_1" [id=110, type=QuantizeLinear]; "111 DequantizeLinear_/features/features.4/block/block.3/block.3.0/Conv_output_0_1" [id=111, type=DequantizeLinear]; -"112 QuantizeLinear_onnx^^Conv_457_1" [id=112, label="112 QuantizeLinear_onnx::Conv_457_1", type=QuantizeLinear]; -"113 DequantizeLinear_onnx^^Conv_457_1" [id=113, label="113 DequantizeLinear_onnx::Conv_457_1", type=DequantizeLinear]; +"112 QuantizeLinear_onnx^^Conv_457_1" [id=112, type=QuantizeLinear]; +"113 DequantizeLinear_onnx^^Conv_457_1" [id=113, type=DequantizeLinear]; "114 /features/features.5/block/block.0/block.0.0/Conv" [id=114, type=Conv]; "115 /features/features.5/block/block.0/block.0.2/HardSigmoid" [id=115, type=HardSigmoid]; "116 /features/features.5/block/block.0/block.0.2/Mul" [id=116, type=Mul]; "117 QuantizeLinear_/features/features.5/block/block.0/block.0.2/Mul_output_0_1" [id=117, type=QuantizeLinear]; "118 DequantizeLinear_/features/features.5/block/block.0/block.0.2/Mul_output_0_1" [id=118, type=DequantizeLinear]; -"119 QuantizeLinear_onnx^^Conv_460_1" [id=119, label="119 QuantizeLinear_onnx::Conv_460_1", type=QuantizeLinear]; -"120 DequantizeLinear_onnx^^Conv_460_1" [id=120, label="120 DequantizeLinear_onnx::Conv_460_1", type=DequantizeLinear]; +"119 QuantizeLinear_onnx^^Conv_460_1" [id=119, type=QuantizeLinear]; +"120 DequantizeLinear_onnx^^Conv_460_1" [id=120, type=DequantizeLinear]; "121 /features/features.5/block/block.1/block.1.0/Conv" [id=121, type=Conv]; "122 /features/features.5/block/block.1/block.1.2/HardSigmoid" [id=122, type=HardSigmoid]; "123 /features/features.5/block/block.1/block.1.2/Mul" [id=123, type=Mul]; @@ -143,23 +143,23 @@ strict digraph { "141 /features/features.5/block/block.2/Mul" [id=141, type=Mul]; "142 QuantizeLinear_/features/features.5/block/block.2/Mul_output_0_1" [id=142, type=QuantizeLinear]; "143 DequantizeLinear_/features/features.5/block/block.2/Mul_output_0_1" [id=143, type=DequantizeLinear]; -"144 QuantizeLinear_onnx^^Conv_463_1" [id=144, label="144 QuantizeLinear_onnx::Conv_463_1", type=QuantizeLinear]; -"145 DequantizeLinear_onnx^^Conv_463_1" [id=145, label="145 DequantizeLinear_onnx::Conv_463_1", type=DequantizeLinear]; +"144 QuantizeLinear_onnx^^Conv_463_1" [id=144, type=QuantizeLinear]; +"145 DequantizeLinear_onnx^^Conv_463_1" [id=145, type=DequantizeLinear]; "146 /features/features.5/block/block.3/block.3.0/Conv" [id=146, type=Conv]; "147 QuantizeLinear_/features/features.5/block/block.3/block.3.0/Conv_output_0_1" [id=147, type=QuantizeLinear]; "148 DequantizeLinear_/features/features.5/block/block.3/block.3.0/Conv_output_0_1" [id=148, type=DequantizeLinear]; "149 /features/features.5/Add" [id=149, type=Add]; "150 QuantizeLinear_/features/features.5/Add_output_0_1" [id=150, type=QuantizeLinear]; "151 DequantizeLinear_/features/features.5/Add_output_0_1" [id=151, type=DequantizeLinear]; -"152 QuantizeLinear_onnx^^Conv_466_1" [id=152, label="152 QuantizeLinear_onnx::Conv_466_1", type=QuantizeLinear]; -"153 DequantizeLinear_onnx^^Conv_466_1" [id=153, label="153 DequantizeLinear_onnx::Conv_466_1", type=DequantizeLinear]; +"152 QuantizeLinear_onnx^^Conv_466_1" [id=152, type=QuantizeLinear]; +"153 DequantizeLinear_onnx^^Conv_466_1" [id=153, type=DequantizeLinear]; "154 /features/features.6/block/block.0/block.0.0/Conv" [id=154, type=Conv]; "155 /features/features.6/block/block.0/block.0.2/HardSigmoid" [id=155, type=HardSigmoid]; "156 /features/features.6/block/block.0/block.0.2/Mul" [id=156, type=Mul]; "157 QuantizeLinear_/features/features.6/block/block.0/block.0.2/Mul_output_0_1" [id=157, type=QuantizeLinear]; "158 DequantizeLinear_/features/features.6/block/block.0/block.0.2/Mul_output_0_1" [id=158, type=DequantizeLinear]; -"159 QuantizeLinear_onnx^^Conv_469_1" [id=159, label="159 QuantizeLinear_onnx::Conv_469_1", type=QuantizeLinear]; -"160 DequantizeLinear_onnx^^Conv_469_1" [id=160, label="160 DequantizeLinear_onnx::Conv_469_1", type=DequantizeLinear]; +"159 QuantizeLinear_onnx^^Conv_469_1" [id=159, type=QuantizeLinear]; +"160 DequantizeLinear_onnx^^Conv_469_1" [id=160, type=DequantizeLinear]; "161 /features/features.6/block/block.1/block.1.0/Conv" [id=161, type=Conv]; "162 /features/features.6/block/block.1/block.1.2/HardSigmoid" [id=162, type=HardSigmoid]; "163 /features/features.6/block/block.1/block.1.2/Mul" [id=163, type=Mul]; @@ -183,23 +183,23 @@ strict digraph { "181 /features/features.6/block/block.2/Mul" [id=181, type=Mul]; "182 QuantizeLinear_/features/features.6/block/block.2/Mul_output_0_1" [id=182, type=QuantizeLinear]; "183 DequantizeLinear_/features/features.6/block/block.2/Mul_output_0_1" [id=183, type=DequantizeLinear]; -"184 QuantizeLinear_onnx^^Conv_472_1" [id=184, label="184 QuantizeLinear_onnx::Conv_472_1", type=QuantizeLinear]; -"185 DequantizeLinear_onnx^^Conv_472_1" [id=185, label="185 DequantizeLinear_onnx::Conv_472_1", type=DequantizeLinear]; +"184 QuantizeLinear_onnx^^Conv_472_1" [id=184, type=QuantizeLinear]; +"185 DequantizeLinear_onnx^^Conv_472_1" [id=185, type=DequantizeLinear]; "186 /features/features.6/block/block.3/block.3.0/Conv" [id=186, type=Conv]; "187 QuantizeLinear_/features/features.6/block/block.3/block.3.0/Conv_output_0_1" [id=187, type=QuantizeLinear]; "188 DequantizeLinear_/features/features.6/block/block.3/block.3.0/Conv_output_0_1" [id=188, type=DequantizeLinear]; "189 /features/features.6/Add" [id=189, type=Add]; "190 QuantizeLinear_/features/features.6/Add_output_0_1" [id=190, type=QuantizeLinear]; "191 DequantizeLinear_/features/features.6/Add_output_0_1" [id=191, type=DequantizeLinear]; -"192 QuantizeLinear_onnx^^Conv_475_1" [id=192, label="192 QuantizeLinear_onnx::Conv_475_1", type=QuantizeLinear]; -"193 DequantizeLinear_onnx^^Conv_475_1" [id=193, label="193 DequantizeLinear_onnx::Conv_475_1", type=DequantizeLinear]; +"192 QuantizeLinear_onnx^^Conv_475_1" [id=192, type=QuantizeLinear]; +"193 DequantizeLinear_onnx^^Conv_475_1" [id=193, type=DequantizeLinear]; "194 /features/features.7/block/block.0/block.0.0/Conv" [id=194, type=Conv]; "195 /features/features.7/block/block.0/block.0.2/HardSigmoid" [id=195, type=HardSigmoid]; "196 /features/features.7/block/block.0/block.0.2/Mul" [id=196, type=Mul]; "197 QuantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" [id=197, type=QuantizeLinear]; "198 DequantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" [id=198, type=DequantizeLinear]; -"199 QuantizeLinear_onnx^^Conv_478_1" [id=199, label="199 QuantizeLinear_onnx::Conv_478_1", type=QuantizeLinear]; -"200 DequantizeLinear_onnx^^Conv_478_1" [id=200, label="200 DequantizeLinear_onnx::Conv_478_1", type=DequantizeLinear]; +"199 QuantizeLinear_onnx^^Conv_478_1" [id=199, type=QuantizeLinear]; +"200 DequantizeLinear_onnx^^Conv_478_1" [id=200, type=DequantizeLinear]; "201 /features/features.7/block/block.1/block.1.0/Conv" [id=201, type=Conv]; "202 /features/features.7/block/block.1/block.1.2/HardSigmoid" [id=202, type=HardSigmoid]; "203 /features/features.7/block/block.1/block.1.2/Mul" [id=203, type=Mul]; @@ -223,20 +223,20 @@ strict digraph { "221 /features/features.7/block/block.2/Mul" [id=221, type=Mul]; "222 QuantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" [id=222, type=QuantizeLinear]; "223 DequantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" [id=223, type=DequantizeLinear]; -"224 QuantizeLinear_onnx^^Conv_481_1" [id=224, label="224 QuantizeLinear_onnx::Conv_481_1", type=QuantizeLinear]; -"225 DequantizeLinear_onnx^^Conv_481_1" [id=225, label="225 DequantizeLinear_onnx::Conv_481_1", type=DequantizeLinear]; +"224 QuantizeLinear_onnx^^Conv_481_1" [id=224, type=QuantizeLinear]; +"225 DequantizeLinear_onnx^^Conv_481_1" [id=225, type=DequantizeLinear]; "226 /features/features.7/block/block.3/block.3.0/Conv" [id=226, type=Conv]; "227 QuantizeLinear_/features/features.7/block/block.3/block.3.0/Conv_output_0_1" [id=227, type=QuantizeLinear]; "228 DequantizeLinear_/features/features.7/block/block.3/block.3.0/Conv_output_0_1" [id=228, type=DequantizeLinear]; -"229 QuantizeLinear_onnx^^Conv_484_1" [id=229, label="229 QuantizeLinear_onnx::Conv_484_1", type=QuantizeLinear]; -"230 DequantizeLinear_onnx^^Conv_484_1" [id=230, label="230 DequantizeLinear_onnx::Conv_484_1", type=DequantizeLinear]; +"229 QuantizeLinear_onnx^^Conv_484_1" [id=229, type=QuantizeLinear]; +"230 DequantizeLinear_onnx^^Conv_484_1" [id=230, type=DequantizeLinear]; "231 /features/features.8/block/block.0/block.0.0/Conv" [id=231, type=Conv]; "232 /features/features.8/block/block.0/block.0.2/HardSigmoid" [id=232, type=HardSigmoid]; "233 /features/features.8/block/block.0/block.0.2/Mul" [id=233, type=Mul]; "234 QuantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" [id=234, type=QuantizeLinear]; "235 DequantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" [id=235, type=DequantizeLinear]; -"236 QuantizeLinear_onnx^^Conv_487_1" [id=236, label="236 QuantizeLinear_onnx::Conv_487_1", type=QuantizeLinear]; -"237 DequantizeLinear_onnx^^Conv_487_1" [id=237, label="237 DequantizeLinear_onnx::Conv_487_1", type=DequantizeLinear]; +"236 QuantizeLinear_onnx^^Conv_487_1" [id=236, type=QuantizeLinear]; +"237 DequantizeLinear_onnx^^Conv_487_1" [id=237, type=DequantizeLinear]; "238 /features/features.8/block/block.1/block.1.0/Conv" [id=238, type=Conv]; "239 /features/features.8/block/block.1/block.1.2/HardSigmoid" [id=239, type=HardSigmoid]; "240 /features/features.8/block/block.1/block.1.2/Mul" [id=240, type=Mul]; @@ -260,23 +260,23 @@ strict digraph { "258 /features/features.8/block/block.2/Mul" [id=258, type=Mul]; "259 QuantizeLinear_/features/features.8/block/block.2/Mul_output_0_1" [id=259, type=QuantizeLinear]; "260 DequantizeLinear_/features/features.8/block/block.2/Mul_output_0_1" [id=260, type=DequantizeLinear]; -"261 QuantizeLinear_onnx^^Conv_490_1" [id=261, label="261 QuantizeLinear_onnx::Conv_490_1", type=QuantizeLinear]; -"262 DequantizeLinear_onnx^^Conv_490_1" [id=262, label="262 DequantizeLinear_onnx::Conv_490_1", type=DequantizeLinear]; +"261 QuantizeLinear_onnx^^Conv_490_1" [id=261, type=QuantizeLinear]; +"262 DequantizeLinear_onnx^^Conv_490_1" [id=262, type=DequantizeLinear]; "263 /features/features.8/block/block.3/block.3.0/Conv" [id=263, type=Conv]; "264 QuantizeLinear_/features/features.8/block/block.3/block.3.0/Conv_output_0_1" [id=264, type=QuantizeLinear]; "265 DequantizeLinear_/features/features.8/block/block.3/block.3.0/Conv_output_0_1" [id=265, type=DequantizeLinear]; "266 /features/features.8/Add" [id=266, type=Add]; "267 QuantizeLinear_/features/features.8/Add_output_0_1" [id=267, type=QuantizeLinear]; "268 DequantizeLinear_/features/features.8/Add_output_0_1" [id=268, type=DequantizeLinear]; -"269 QuantizeLinear_onnx^^Conv_493_1" [id=269, label="269 QuantizeLinear_onnx::Conv_493_1", type=QuantizeLinear]; -"270 DequantizeLinear_onnx^^Conv_493_1" [id=270, label="270 DequantizeLinear_onnx::Conv_493_1", type=DequantizeLinear]; +"269 QuantizeLinear_onnx^^Conv_493_1" [id=269, type=QuantizeLinear]; +"270 DequantizeLinear_onnx^^Conv_493_1" [id=270, type=DequantizeLinear]; "271 /features/features.9/block/block.0/block.0.0/Conv" [id=271, type=Conv]; "272 /features/features.9/block/block.0/block.0.2/HardSigmoid" [id=272, type=HardSigmoid]; "273 /features/features.9/block/block.0/block.0.2/Mul" [id=273, type=Mul]; "274 QuantizeLinear_/features/features.9/block/block.0/block.0.2/Mul_output_0_1" [id=274, type=QuantizeLinear]; "275 DequantizeLinear_/features/features.9/block/block.0/block.0.2/Mul_output_0_1" [id=275, type=DequantizeLinear]; -"276 QuantizeLinear_onnx^^Conv_496_1" [id=276, label="276 QuantizeLinear_onnx::Conv_496_1", type=QuantizeLinear]; -"277 DequantizeLinear_onnx^^Conv_496_1" [id=277, label="277 DequantizeLinear_onnx::Conv_496_1", type=DequantizeLinear]; +"276 QuantizeLinear_onnx^^Conv_496_1" [id=276, type=QuantizeLinear]; +"277 DequantizeLinear_onnx^^Conv_496_1" [id=277, type=DequantizeLinear]; "278 /features/features.9/block/block.1/block.1.0/Conv" [id=278, type=Conv]; "279 /features/features.9/block/block.1/block.1.2/HardSigmoid" [id=279, type=HardSigmoid]; "280 /features/features.9/block/block.1/block.1.2/Mul" [id=280, type=Mul]; @@ -300,20 +300,20 @@ strict digraph { "298 /features/features.9/block/block.2/Mul" [id=298, type=Mul]; "299 QuantizeLinear_/features/features.9/block/block.2/Mul_output_0_1" [id=299, type=QuantizeLinear]; "300 DequantizeLinear_/features/features.9/block/block.2/Mul_output_0_1" [id=300, type=DequantizeLinear]; -"301 QuantizeLinear_onnx^^Conv_499_1" [id=301, label="301 QuantizeLinear_onnx::Conv_499_1", type=QuantizeLinear]; -"302 DequantizeLinear_onnx^^Conv_499_1" [id=302, label="302 DequantizeLinear_onnx::Conv_499_1", type=DequantizeLinear]; +"301 QuantizeLinear_onnx^^Conv_499_1" [id=301, type=QuantizeLinear]; +"302 DequantizeLinear_onnx^^Conv_499_1" [id=302, type=DequantizeLinear]; "303 /features/features.9/block/block.3/block.3.0/Conv" [id=303, type=Conv]; "304 QuantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" [id=304, type=QuantizeLinear]; "305 DequantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" [id=305, type=DequantizeLinear]; -"306 QuantizeLinear_onnx^^Conv_502_1" [id=306, label="306 QuantizeLinear_onnx::Conv_502_1", type=QuantizeLinear]; -"307 DequantizeLinear_onnx^^Conv_502_1" [id=307, label="307 DequantizeLinear_onnx::Conv_502_1", type=DequantizeLinear]; +"306 QuantizeLinear_onnx^^Conv_502_1" [id=306, type=QuantizeLinear]; +"307 DequantizeLinear_onnx^^Conv_502_1" [id=307, type=DequantizeLinear]; "308 /features/features.10/block/block.0/block.0.0/Conv" [id=308, type=Conv]; "309 /features/features.10/block/block.0/block.0.2/HardSigmoid" [id=309, type=HardSigmoid]; "310 /features/features.10/block/block.0/block.0.2/Mul" [id=310, type=Mul]; "311 QuantizeLinear_/features/features.10/block/block.0/block.0.2/Mul_output_0_1" [id=311, type=QuantizeLinear]; "312 DequantizeLinear_/features/features.10/block/block.0/block.0.2/Mul_output_0_1" [id=312, type=DequantizeLinear]; -"313 QuantizeLinear_onnx^^Conv_505_1" [id=313, label="313 QuantizeLinear_onnx::Conv_505_1", type=QuantizeLinear]; -"314 DequantizeLinear_onnx^^Conv_505_1" [id=314, label="314 DequantizeLinear_onnx::Conv_505_1", type=DequantizeLinear]; +"313 QuantizeLinear_onnx^^Conv_505_1" [id=313, type=QuantizeLinear]; +"314 DequantizeLinear_onnx^^Conv_505_1" [id=314, type=DequantizeLinear]; "315 /features/features.10/block/block.1/block.1.0/Conv" [id=315, type=Conv]; "316 /features/features.10/block/block.1/block.1.2/HardSigmoid" [id=316, type=HardSigmoid]; "317 /features/features.10/block/block.1/block.1.2/Mul" [id=317, type=Mul]; @@ -337,23 +337,23 @@ strict digraph { "335 /features/features.10/block/block.2/Mul" [id=335, type=Mul]; "336 QuantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" [id=336, type=QuantizeLinear]; "337 DequantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" [id=337, type=DequantizeLinear]; -"338 QuantizeLinear_onnx^^Conv_508_1" [id=338, label="338 QuantizeLinear_onnx::Conv_508_1", type=QuantizeLinear]; -"339 DequantizeLinear_onnx^^Conv_508_1" [id=339, label="339 DequantizeLinear_onnx::Conv_508_1", type=DequantizeLinear]; +"338 QuantizeLinear_onnx^^Conv_508_1" [id=338, type=QuantizeLinear]; +"339 DequantizeLinear_onnx^^Conv_508_1" [id=339, type=DequantizeLinear]; "340 /features/features.10/block/block.3/block.3.0/Conv" [id=340, type=Conv]; "341 QuantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" [id=341, type=QuantizeLinear]; "342 DequantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" [id=342, type=DequantizeLinear]; "343 /features/features.10/Add" [id=343, type=Add]; "344 QuantizeLinear_/features/features.10/Add_output_0_1" [id=344, type=QuantizeLinear]; "345 DequantizeLinear_/features/features.10/Add_output_0_1" [id=345, type=DequantizeLinear]; -"346 QuantizeLinear_onnx^^Conv_511_1" [id=346, label="346 QuantizeLinear_onnx::Conv_511_1", type=QuantizeLinear]; -"347 DequantizeLinear_onnx^^Conv_511_1" [id=347, label="347 DequantizeLinear_onnx::Conv_511_1", type=DequantizeLinear]; +"346 QuantizeLinear_onnx^^Conv_511_1" [id=346, type=QuantizeLinear]; +"347 DequantizeLinear_onnx^^Conv_511_1" [id=347, type=DequantizeLinear]; "348 /features/features.11/block/block.0/block.0.0/Conv" [id=348, type=Conv]; "349 /features/features.11/block/block.0/block.0.2/HardSigmoid" [id=349, type=HardSigmoid]; "350 /features/features.11/block/block.0/block.0.2/Mul" [id=350, type=Mul]; "351 QuantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" [id=351, type=QuantizeLinear]; "352 DequantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" [id=352, type=DequantizeLinear]; -"353 QuantizeLinear_onnx^^Conv_514_1" [id=353, label="353 QuantizeLinear_onnx::Conv_514_1", type=QuantizeLinear]; -"354 DequantizeLinear_onnx^^Conv_514_1" [id=354, label="354 DequantizeLinear_onnx::Conv_514_1", type=DequantizeLinear]; +"353 QuantizeLinear_onnx^^Conv_514_1" [id=353, type=QuantizeLinear]; +"354 DequantizeLinear_onnx^^Conv_514_1" [id=354, type=DequantizeLinear]; "355 /features/features.11/block/block.1/block.1.0/Conv" [id=355, type=Conv]; "356 /features/features.11/block/block.1/block.1.2/HardSigmoid" [id=356, type=HardSigmoid]; "357 /features/features.11/block/block.1/block.1.2/Mul" [id=357, type=Mul]; @@ -377,16 +377,16 @@ strict digraph { "375 /features/features.11/block/block.2/Mul" [id=375, type=Mul]; "376 QuantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" [id=376, type=QuantizeLinear]; "377 DequantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" [id=377, type=DequantizeLinear]; -"378 QuantizeLinear_onnx^^Conv_517_1" [id=378, label="378 QuantizeLinear_onnx::Conv_517_1", type=QuantizeLinear]; -"379 DequantizeLinear_onnx^^Conv_517_1" [id=379, label="379 DequantizeLinear_onnx::Conv_517_1", type=DequantizeLinear]; +"378 QuantizeLinear_onnx^^Conv_517_1" [id=378, type=QuantizeLinear]; +"379 DequantizeLinear_onnx^^Conv_517_1" [id=379, type=DequantizeLinear]; "380 /features/features.11/block/block.3/block.3.0/Conv" [id=380, type=Conv]; "381 QuantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" [id=381, type=QuantizeLinear]; "382 DequantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" [id=382, type=DequantizeLinear]; "383 /features/features.11/Add" [id=383, type=Add]; "384 QuantizeLinear_/features/features.11/Add_output_0_1" [id=384, type=QuantizeLinear]; "385 DequantizeLinear_/features/features.11/Add_output_0_1" [id=385, type=DequantizeLinear]; -"386 QuantizeLinear_onnx^^Conv_520_1" [id=386, label="386 QuantizeLinear_onnx::Conv_520_1", type=QuantizeLinear]; -"387 DequantizeLinear_onnx^^Conv_520_1" [id=387, label="387 DequantizeLinear_onnx::Conv_520_1", type=DequantizeLinear]; +"386 QuantizeLinear_onnx^^Conv_520_1" [id=386, type=QuantizeLinear]; +"387 DequantizeLinear_onnx^^Conv_520_1" [id=387, type=DequantizeLinear]; "388 /features/features.12/features.12.0/Conv" [id=388, type=Conv]; "389 /features/features.12/features.12.2/HardSigmoid" [id=389, type=HardSigmoid]; "390 /features/features.12/features.12.2/Mul" [id=390, type=Mul]; diff --git a/tests/onnx/data/reference_graphs/quantization/resnet18.dot b/tests/onnx/data/reference_graphs/quantization/resnet18.dot index 638d5efb1f6..8bb9b5db50f 100644 --- a/tests/onnx/data/reference_graphs/quantization/resnet18.dot +++ b/tests/onnx/data/reference_graphs/quantization/resnet18.dot @@ -1,21 +1,21 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_193_1" [id=2, label="2 QuantizeLinear_onnx::Conv_193_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_193_1" [id=3, label="3 DequantizeLinear_onnx::Conv_193_1", type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_193_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_193_1" [id=3, type=DequantizeLinear]; "4 /conv1/Conv" [id=4, type=Conv]; "5 /relu/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/relu/Relu_output_0_1" [id=6, type=QuantizeLinear]; "7 DequantizeLinear_/relu/Relu_output_0_1" [id=7, type=DequantizeLinear]; "8 /maxpool/MaxPool" [id=8, type=MaxPool]; -"9 QuantizeLinear_onnx^^Conv_196_1" [id=9, label="9 QuantizeLinear_onnx::Conv_196_1", type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_196_1" [id=10, label="10 DequantizeLinear_onnx::Conv_196_1", type=DequantizeLinear]; +"9 QuantizeLinear_onnx^^Conv_196_1" [id=9, type=QuantizeLinear]; +"10 DequantizeLinear_onnx^^Conv_196_1" [id=10, type=DequantizeLinear]; "11 /layer1/layer1.0/conv1/Conv" [id=11, type=Conv]; "12 /layer1/layer1.0/relu/Relu" [id=12, type=Relu]; "13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=13, type=QuantizeLinear]; "14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=14, type=DequantizeLinear]; -"15 QuantizeLinear_onnx^^Conv_199_1" [id=15, label="15 QuantizeLinear_onnx::Conv_199_1", type=QuantizeLinear]; -"16 DequantizeLinear_onnx^^Conv_199_1" [id=16, label="16 DequantizeLinear_onnx::Conv_199_1", type=DequantizeLinear]; +"15 QuantizeLinear_onnx^^Conv_199_1" [id=15, type=QuantizeLinear]; +"16 DequantizeLinear_onnx^^Conv_199_1" [id=16, type=DequantizeLinear]; "17 /layer1/layer1.0/conv2/Conv" [id=17, type=Conv]; "18 QuantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" [id=18, type=QuantizeLinear]; "19 DequantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" [id=19, type=DequantizeLinear]; @@ -23,14 +23,14 @@ strict digraph { "21 /layer1/layer1.0/relu_1/Relu" [id=21, type=Relu]; "22 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=22, type=QuantizeLinear]; "23 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=23, type=DequantizeLinear]; -"24 QuantizeLinear_onnx^^Conv_202_1" [id=24, label="24 QuantizeLinear_onnx::Conv_202_1", type=QuantizeLinear]; -"25 DequantizeLinear_onnx^^Conv_202_1" [id=25, label="25 DequantizeLinear_onnx::Conv_202_1", type=DequantizeLinear]; +"24 QuantizeLinear_onnx^^Conv_202_1" [id=24, type=QuantizeLinear]; +"25 DequantizeLinear_onnx^^Conv_202_1" [id=25, type=DequantizeLinear]; "26 /layer1/layer1.1/conv1/Conv" [id=26, type=Conv]; "27 /layer1/layer1.1/relu/Relu" [id=27, type=Relu]; "28 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=28, type=QuantizeLinear]; "29 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=29, type=DequantizeLinear]; -"30 QuantizeLinear_onnx^^Conv_205_1" [id=30, label="30 QuantizeLinear_onnx::Conv_205_1", type=QuantizeLinear]; -"31 DequantizeLinear_onnx^^Conv_205_1" [id=31, label="31 DequantizeLinear_onnx::Conv_205_1", type=DequantizeLinear]; +"30 QuantizeLinear_onnx^^Conv_205_1" [id=30, type=QuantizeLinear]; +"31 DequantizeLinear_onnx^^Conv_205_1" [id=31, type=DequantizeLinear]; "32 /layer1/layer1.1/conv2/Conv" [id=32, type=Conv]; "33 QuantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" [id=33, type=QuantizeLinear]; "34 DequantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" [id=34, type=DequantizeLinear]; @@ -38,17 +38,17 @@ strict digraph { "36 /layer1/layer1.1/relu_1/Relu" [id=36, type=Relu]; "37 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_208_1" [id=39, label="39 QuantizeLinear_onnx::Conv_208_1", type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_208_1" [id=40, label="40 DequantizeLinear_onnx::Conv_208_1", type=DequantizeLinear]; +"39 QuantizeLinear_onnx^^Conv_208_1" [id=39, type=QuantizeLinear]; +"40 DequantizeLinear_onnx^^Conv_208_1" [id=40, type=DequantizeLinear]; "41 /layer2/layer2.0/conv1/Conv" [id=41, type=Conv]; "42 /layer2/layer2.0/relu/Relu" [id=42, type=Relu]; "43 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=43, type=QuantizeLinear]; "44 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=44, type=DequantizeLinear]; -"45 QuantizeLinear_onnx^^Conv_211_1" [id=45, label="45 QuantizeLinear_onnx::Conv_211_1", type=QuantizeLinear]; -"46 DequantizeLinear_onnx^^Conv_211_1" [id=46, label="46 DequantizeLinear_onnx::Conv_211_1", type=DequantizeLinear]; +"45 QuantizeLinear_onnx^^Conv_211_1" [id=45, type=QuantizeLinear]; +"46 DequantizeLinear_onnx^^Conv_211_1" [id=46, type=DequantizeLinear]; "47 /layer2/layer2.0/conv2/Conv" [id=47, type=Conv]; -"48 QuantizeLinear_onnx^^Conv_214_1" [id=48, label="48 QuantizeLinear_onnx::Conv_214_1", type=QuantizeLinear]; -"49 DequantizeLinear_onnx^^Conv_214_1" [id=49, label="49 DequantizeLinear_onnx::Conv_214_1", type=DequantizeLinear]; +"48 QuantizeLinear_onnx^^Conv_214_1" [id=48, type=QuantizeLinear]; +"49 DequantizeLinear_onnx^^Conv_214_1" [id=49, type=DequantizeLinear]; "50 /layer2/layer2.0/downsample/downsample.0/Conv" [id=50, type=Conv]; "51 QuantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" [id=51, type=QuantizeLinear]; "52 DequantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" [id=52, type=DequantizeLinear]; @@ -58,14 +58,14 @@ strict digraph { "56 /layer2/layer2.0/relu_1/Relu" [id=56, type=Relu]; "57 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=57, type=QuantizeLinear]; "58 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=58, type=DequantizeLinear]; -"59 QuantizeLinear_onnx^^Conv_217_1" [id=59, label="59 QuantizeLinear_onnx::Conv_217_1", type=QuantizeLinear]; -"60 DequantizeLinear_onnx^^Conv_217_1" [id=60, label="60 DequantizeLinear_onnx::Conv_217_1", type=DequantizeLinear]; +"59 QuantizeLinear_onnx^^Conv_217_1" [id=59, type=QuantizeLinear]; +"60 DequantizeLinear_onnx^^Conv_217_1" [id=60, type=DequantizeLinear]; "61 /layer2/layer2.1/conv1/Conv" [id=61, type=Conv]; "62 /layer2/layer2.1/relu/Relu" [id=62, type=Relu]; "63 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=63, type=QuantizeLinear]; "64 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=64, type=DequantizeLinear]; -"65 QuantizeLinear_onnx^^Conv_220_1" [id=65, label="65 QuantizeLinear_onnx::Conv_220_1", type=QuantizeLinear]; -"66 DequantizeLinear_onnx^^Conv_220_1" [id=66, label="66 DequantizeLinear_onnx::Conv_220_1", type=DequantizeLinear]; +"65 QuantizeLinear_onnx^^Conv_220_1" [id=65, type=QuantizeLinear]; +"66 DequantizeLinear_onnx^^Conv_220_1" [id=66, type=DequantizeLinear]; "67 /layer2/layer2.1/conv2/Conv" [id=67, type=Conv]; "68 QuantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" [id=68, type=QuantizeLinear]; "69 DequantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" [id=69, type=DequantizeLinear]; @@ -73,17 +73,17 @@ strict digraph { "71 /layer2/layer2.1/relu_1/Relu" [id=71, type=Relu]; "72 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=72, type=QuantizeLinear]; "73 DequantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=73, type=DequantizeLinear]; -"74 QuantizeLinear_onnx^^Conv_223_1" [id=74, label="74 QuantizeLinear_onnx::Conv_223_1", type=QuantizeLinear]; -"75 DequantizeLinear_onnx^^Conv_223_1" [id=75, label="75 DequantizeLinear_onnx::Conv_223_1", type=DequantizeLinear]; +"74 QuantizeLinear_onnx^^Conv_223_1" [id=74, type=QuantizeLinear]; +"75 DequantizeLinear_onnx^^Conv_223_1" [id=75, type=DequantizeLinear]; "76 /layer3/layer3.0/conv1/Conv" [id=76, type=Conv]; "77 /layer3/layer3.0/relu/Relu" [id=77, type=Relu]; "78 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=78, type=QuantizeLinear]; "79 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=79, type=DequantizeLinear]; -"80 QuantizeLinear_onnx^^Conv_226_1" [id=80, label="80 QuantizeLinear_onnx::Conv_226_1", type=QuantizeLinear]; -"81 DequantizeLinear_onnx^^Conv_226_1" [id=81, label="81 DequantizeLinear_onnx::Conv_226_1", type=DequantizeLinear]; +"80 QuantizeLinear_onnx^^Conv_226_1" [id=80, type=QuantizeLinear]; +"81 DequantizeLinear_onnx^^Conv_226_1" [id=81, type=DequantizeLinear]; "82 /layer3/layer3.0/conv2/Conv" [id=82, type=Conv]; -"83 QuantizeLinear_onnx^^Conv_229_1" [id=83, label="83 QuantizeLinear_onnx::Conv_229_1", type=QuantizeLinear]; -"84 DequantizeLinear_onnx^^Conv_229_1" [id=84, label="84 DequantizeLinear_onnx::Conv_229_1", type=DequantizeLinear]; +"83 QuantizeLinear_onnx^^Conv_229_1" [id=83, type=QuantizeLinear]; +"84 DequantizeLinear_onnx^^Conv_229_1" [id=84, type=DequantizeLinear]; "85 /layer3/layer3.0/downsample/downsample.0/Conv" [id=85, type=Conv]; "86 QuantizeLinear_/layer3/layer3.0/conv2/Conv_output_0_1" [id=86, type=QuantizeLinear]; "87 DequantizeLinear_/layer3/layer3.0/conv2/Conv_output_0_1" [id=87, type=DequantizeLinear]; @@ -93,14 +93,14 @@ strict digraph { "91 /layer3/layer3.0/relu_1/Relu" [id=91, type=Relu]; "92 QuantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=92, type=QuantizeLinear]; "93 DequantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=93, type=DequantizeLinear]; -"94 QuantizeLinear_onnx^^Conv_232_1" [id=94, label="94 QuantizeLinear_onnx::Conv_232_1", type=QuantizeLinear]; -"95 DequantizeLinear_onnx^^Conv_232_1" [id=95, label="95 DequantizeLinear_onnx::Conv_232_1", type=DequantizeLinear]; +"94 QuantizeLinear_onnx^^Conv_232_1" [id=94, type=QuantizeLinear]; +"95 DequantizeLinear_onnx^^Conv_232_1" [id=95, type=DequantizeLinear]; "96 /layer3/layer3.1/conv1/Conv" [id=96, type=Conv]; "97 /layer3/layer3.1/relu/Relu" [id=97, type=Relu]; "98 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=98, type=QuantizeLinear]; "99 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=99, type=DequantizeLinear]; -"100 QuantizeLinear_onnx^^Conv_235_1" [id=100, label="100 QuantizeLinear_onnx::Conv_235_1", type=QuantizeLinear]; -"101 DequantizeLinear_onnx^^Conv_235_1" [id=101, label="101 DequantizeLinear_onnx::Conv_235_1", type=DequantizeLinear]; +"100 QuantizeLinear_onnx^^Conv_235_1" [id=100, type=QuantizeLinear]; +"101 DequantizeLinear_onnx^^Conv_235_1" [id=101, type=DequantizeLinear]; "102 /layer3/layer3.1/conv2/Conv" [id=102, type=Conv]; "103 QuantizeLinear_/layer3/layer3.1/conv2/Conv_output_0_1" [id=103, type=QuantizeLinear]; "104 DequantizeLinear_/layer3/layer3.1/conv2/Conv_output_0_1" [id=104, type=DequantizeLinear]; @@ -108,17 +108,17 @@ strict digraph { "106 /layer3/layer3.1/relu_1/Relu" [id=106, type=Relu]; "107 QuantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=107, type=QuantizeLinear]; "108 DequantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=108, type=DequantizeLinear]; -"109 QuantizeLinear_onnx^^Conv_238_1" [id=109, label="109 QuantizeLinear_onnx::Conv_238_1", type=QuantizeLinear]; -"110 DequantizeLinear_onnx^^Conv_238_1" [id=110, label="110 DequantizeLinear_onnx::Conv_238_1", type=DequantizeLinear]; +"109 QuantizeLinear_onnx^^Conv_238_1" [id=109, type=QuantizeLinear]; +"110 DequantizeLinear_onnx^^Conv_238_1" [id=110, type=DequantizeLinear]; "111 /layer4/layer4.0/conv1/Conv" [id=111, type=Conv]; "112 /layer4/layer4.0/relu/Relu" [id=112, type=Relu]; "113 QuantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=113, type=QuantizeLinear]; "114 DequantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=114, type=DequantizeLinear]; -"115 QuantizeLinear_onnx^^Conv_241_1" [id=115, label="115 QuantizeLinear_onnx::Conv_241_1", type=QuantizeLinear]; -"116 DequantizeLinear_onnx^^Conv_241_1" [id=116, label="116 DequantizeLinear_onnx::Conv_241_1", type=DequantizeLinear]; +"115 QuantizeLinear_onnx^^Conv_241_1" [id=115, type=QuantizeLinear]; +"116 DequantizeLinear_onnx^^Conv_241_1" [id=116, type=DequantizeLinear]; "117 /layer4/layer4.0/conv2/Conv" [id=117, type=Conv]; -"118 QuantizeLinear_onnx^^Conv_244_1" [id=118, label="118 QuantizeLinear_onnx::Conv_244_1", type=QuantizeLinear]; -"119 DequantizeLinear_onnx^^Conv_244_1" [id=119, label="119 DequantizeLinear_onnx::Conv_244_1", type=DequantizeLinear]; +"118 QuantizeLinear_onnx^^Conv_244_1" [id=118, type=QuantizeLinear]; +"119 DequantizeLinear_onnx^^Conv_244_1" [id=119, type=DequantizeLinear]; "120 /layer4/layer4.0/downsample/downsample.0/Conv" [id=120, type=Conv]; "121 QuantizeLinear_/layer4/layer4.0/conv2/Conv_output_0_1" [id=121, type=QuantizeLinear]; "122 DequantizeLinear_/layer4/layer4.0/conv2/Conv_output_0_1" [id=122, type=DequantizeLinear]; @@ -128,14 +128,14 @@ strict digraph { "126 /layer4/layer4.0/relu_1/Relu" [id=126, type=Relu]; "127 QuantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=127, type=QuantizeLinear]; "128 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=128, type=DequantizeLinear]; -"129 QuantizeLinear_onnx^^Conv_247_1" [id=129, label="129 QuantizeLinear_onnx::Conv_247_1", type=QuantizeLinear]; -"130 DequantizeLinear_onnx^^Conv_247_1" [id=130, label="130 DequantizeLinear_onnx::Conv_247_1", type=DequantizeLinear]; +"129 QuantizeLinear_onnx^^Conv_247_1" [id=129, type=QuantizeLinear]; +"130 DequantizeLinear_onnx^^Conv_247_1" [id=130, type=DequantizeLinear]; "131 /layer4/layer4.1/conv1/Conv" [id=131, type=Conv]; "132 /layer4/layer4.1/relu/Relu" [id=132, type=Relu]; "133 QuantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=133, type=QuantizeLinear]; "134 DequantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=134, type=DequantizeLinear]; -"135 QuantizeLinear_onnx^^Conv_250_1" [id=135, label="135 QuantizeLinear_onnx::Conv_250_1", type=QuantizeLinear]; -"136 DequantizeLinear_onnx^^Conv_250_1" [id=136, label="136 DequantizeLinear_onnx::Conv_250_1", type=DequantizeLinear]; +"135 QuantizeLinear_onnx^^Conv_250_1" [id=135, type=QuantizeLinear]; +"136 DequantizeLinear_onnx^^Conv_250_1" [id=136, type=DequantizeLinear]; "137 /layer4/layer4.1/conv2/Conv" [id=137, type=Conv]; "138 QuantizeLinear_/layer4/layer4.1/conv2/Conv_output_0_1" [id=138, type=QuantizeLinear]; "139 DequantizeLinear_/layer4/layer4.1/conv2/Conv_output_0_1" [id=139, type=DequantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot b/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot index fac0d8c33e1..c87e0f6458f 100644 --- a/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot +++ b/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot @@ -1,28 +1,28 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_497_1" [id=2, label="2 QuantizeLinear_onnx::Conv_497_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_497_1" [id=3, label="3 DequantizeLinear_onnx::Conv_497_1", type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_497_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_497_1" [id=3, type=DequantizeLinear]; "4 /conv1/Conv" [id=4, type=Conv]; "5 /relu/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/relu/Relu_output_0_1" [id=6, type=QuantizeLinear]; "7 DequantizeLinear_/relu/Relu_output_0_1" [id=7, type=DequantizeLinear]; "8 /maxpool/MaxPool" [id=8, type=MaxPool]; -"9 QuantizeLinear_onnx^^Conv_500_1" [id=9, label="9 QuantizeLinear_onnx::Conv_500_1", type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_500_1" [id=10, label="10 DequantizeLinear_onnx::Conv_500_1", type=DequantizeLinear]; +"9 QuantizeLinear_onnx^^Conv_500_1" [id=9, type=QuantizeLinear]; +"10 DequantizeLinear_onnx^^Conv_500_1" [id=10, type=DequantizeLinear]; "11 /layer1/layer1.0/conv1/Conv" [id=11, type=Conv]; "12 /layer1/layer1.0/relu/Relu" [id=12, type=Relu]; "13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=13, type=QuantizeLinear]; "14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=14, type=DequantizeLinear]; -"15 QuantizeLinear_onnx^^Conv_503_1" [id=15, label="15 QuantizeLinear_onnx::Conv_503_1", type=QuantizeLinear]; -"16 DequantizeLinear_onnx^^Conv_503_1" [id=16, label="16 DequantizeLinear_onnx::Conv_503_1", type=DequantizeLinear]; +"15 QuantizeLinear_onnx^^Conv_503_1" [id=15, type=QuantizeLinear]; +"16 DequantizeLinear_onnx^^Conv_503_1" [id=16, type=DequantizeLinear]; "17 /layer1/layer1.0/conv2/Conv" [id=17, type=Conv]; "18 /layer1/layer1.0/relu_1/Relu" [id=18, type=Relu]; "19 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=19, type=QuantizeLinear]; "20 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=20, type=DequantizeLinear]; "21 /layer1/layer1.0/conv3/Conv" [id=21, type=Conv]; -"22 QuantizeLinear_onnx^^Conv_509_1" [id=22, label="22 QuantizeLinear_onnx::Conv_509_1", type=QuantizeLinear]; -"23 DequantizeLinear_onnx^^Conv_509_1" [id=23, label="23 DequantizeLinear_onnx::Conv_509_1", type=DequantizeLinear]; +"22 QuantizeLinear_onnx^^Conv_509_1" [id=22, type=QuantizeLinear]; +"23 DequantizeLinear_onnx^^Conv_509_1" [id=23, type=DequantizeLinear]; "24 /layer1/layer1.0/downsample/downsample.0/Conv" [id=24, type=Conv]; "25 QuantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" [id=25, type=QuantizeLinear]; "26 DequantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" [id=26, type=DequantizeLinear]; @@ -32,14 +32,14 @@ strict digraph { "30 /layer1/layer1.0/relu_2/Relu" [id=30, type=Relu]; "31 QuantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" [id=31, type=QuantizeLinear]; "32 DequantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" [id=32, type=DequantizeLinear]; -"33 QuantizeLinear_onnx^^Conv_512_1" [id=33, label="33 QuantizeLinear_onnx::Conv_512_1", type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_512_1" [id=34, label="34 DequantizeLinear_onnx::Conv_512_1", type=DequantizeLinear]; +"33 QuantizeLinear_onnx^^Conv_512_1" [id=33, type=QuantizeLinear]; +"34 DequantizeLinear_onnx^^Conv_512_1" [id=34, type=DequantizeLinear]; "35 /layer1/layer1.1/conv1/Conv" [id=35, type=Conv]; "36 /layer1/layer1.1/relu/Relu" [id=36, type=Relu]; "37 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_515_1" [id=39, label="39 QuantizeLinear_onnx::Conv_515_1", type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_515_1" [id=40, label="40 DequantizeLinear_onnx::Conv_515_1", type=DequantizeLinear]; +"39 QuantizeLinear_onnx^^Conv_515_1" [id=39, type=QuantizeLinear]; +"40 DequantizeLinear_onnx^^Conv_515_1" [id=40, type=DequantizeLinear]; "41 /layer1/layer1.1/conv2/Conv" [id=41, type=Conv]; "42 /layer1/layer1.1/relu_1/Relu" [id=42, type=Relu]; "43 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=43, type=QuantizeLinear]; @@ -51,14 +51,14 @@ strict digraph { "49 /layer1/layer1.1/relu_2/Relu" [id=49, type=Relu]; "50 QuantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" [id=50, type=QuantizeLinear]; "51 DequantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" [id=51, type=DequantizeLinear]; -"52 QuantizeLinear_onnx^^Conv_521_1" [id=52, label="52 QuantizeLinear_onnx::Conv_521_1", type=QuantizeLinear]; -"53 DequantizeLinear_onnx^^Conv_521_1" [id=53, label="53 DequantizeLinear_onnx::Conv_521_1", type=DequantizeLinear]; +"52 QuantizeLinear_onnx^^Conv_521_1" [id=52, type=QuantizeLinear]; +"53 DequantizeLinear_onnx^^Conv_521_1" [id=53, type=DequantizeLinear]; "54 /layer1/layer1.2/conv1/Conv" [id=54, type=Conv]; "55 /layer1/layer1.2/relu/Relu" [id=55, type=Relu]; "56 QuantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" [id=56, type=QuantizeLinear]; "57 DequantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" [id=57, type=DequantizeLinear]; -"58 QuantizeLinear_onnx^^Conv_524_1" [id=58, label="58 QuantizeLinear_onnx::Conv_524_1", type=QuantizeLinear]; -"59 DequantizeLinear_onnx^^Conv_524_1" [id=59, label="59 DequantizeLinear_onnx::Conv_524_1", type=DequantizeLinear]; +"58 QuantizeLinear_onnx^^Conv_524_1" [id=58, type=QuantizeLinear]; +"59 DequantizeLinear_onnx^^Conv_524_1" [id=59, type=DequantizeLinear]; "60 /layer1/layer1.2/conv2/Conv" [id=60, type=Conv]; "61 /layer1/layer1.2/relu_1/Relu" [id=61, type=Relu]; "62 QuantizeLinear_/layer1/layer1.2/relu_1/Relu_output_0_1" [id=62, type=QuantizeLinear]; @@ -70,23 +70,23 @@ strict digraph { "68 /layer1/layer1.2/relu_2/Relu" [id=68, type=Relu]; "69 QuantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" [id=69, type=QuantizeLinear]; "70 DequantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" [id=70, type=DequantizeLinear]; -"71 QuantizeLinear_onnx^^Conv_530_1" [id=71, label="71 QuantizeLinear_onnx::Conv_530_1", type=QuantizeLinear]; -"72 DequantizeLinear_onnx^^Conv_530_1" [id=72, label="72 DequantizeLinear_onnx::Conv_530_1", type=DequantizeLinear]; +"71 QuantizeLinear_onnx^^Conv_530_1" [id=71, type=QuantizeLinear]; +"72 DequantizeLinear_onnx^^Conv_530_1" [id=72, type=DequantizeLinear]; "73 /layer2/layer2.0/conv1/Conv" [id=73, type=Conv]; "74 /layer2/layer2.0/relu/Relu" [id=74, type=Relu]; "75 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=75, type=QuantizeLinear]; "76 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=76, type=DequantizeLinear]; -"77 QuantizeLinear_onnx^^Conv_533_1" [id=77, label="77 QuantizeLinear_onnx::Conv_533_1", type=QuantizeLinear]; -"78 DequantizeLinear_onnx^^Conv_533_1" [id=78, label="78 DequantizeLinear_onnx::Conv_533_1", type=DequantizeLinear]; +"77 QuantizeLinear_onnx^^Conv_533_1" [id=77, type=QuantizeLinear]; +"78 DequantizeLinear_onnx^^Conv_533_1" [id=78, type=DequantizeLinear]; "79 /layer2/layer2.0/conv2/Conv" [id=79, type=Conv]; "80 /layer2/layer2.0/relu_1/Relu" [id=80, type=Relu]; "81 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=81, type=QuantizeLinear]; "82 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=82, type=DequantizeLinear]; -"83 QuantizeLinear_onnx^^Conv_536_1" [id=83, label="83 QuantizeLinear_onnx::Conv_536_1", type=QuantizeLinear]; -"84 DequantizeLinear_onnx^^Conv_536_1" [id=84, label="84 DequantizeLinear_onnx::Conv_536_1", type=DequantizeLinear]; +"83 QuantizeLinear_onnx^^Conv_536_1" [id=83, type=QuantizeLinear]; +"84 DequantizeLinear_onnx^^Conv_536_1" [id=84, type=DequantizeLinear]; "85 /layer2/layer2.0/conv3/Conv" [id=85, type=Conv]; -"86 QuantizeLinear_onnx^^Conv_539_1" [id=86, label="86 QuantizeLinear_onnx::Conv_539_1", type=QuantizeLinear]; -"87 DequantizeLinear_onnx^^Conv_539_1" [id=87, label="87 DequantizeLinear_onnx::Conv_539_1", type=DequantizeLinear]; +"86 QuantizeLinear_onnx^^Conv_539_1" [id=86, type=QuantizeLinear]; +"87 DequantizeLinear_onnx^^Conv_539_1" [id=87, type=DequantizeLinear]; "88 /layer2/layer2.0/downsample/downsample.0/Conv" [id=88, type=Conv]; "89 QuantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" [id=89, type=QuantizeLinear]; "90 DequantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" [id=90, type=DequantizeLinear]; @@ -96,14 +96,14 @@ strict digraph { "94 /layer2/layer2.0/relu_2/Relu" [id=94, type=Relu]; "95 QuantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" [id=95, type=QuantizeLinear]; "96 DequantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" [id=96, type=DequantizeLinear]; -"97 QuantizeLinear_onnx^^Conv_542_1" [id=97, label="97 QuantizeLinear_onnx::Conv_542_1", type=QuantizeLinear]; -"98 DequantizeLinear_onnx^^Conv_542_1" [id=98, label="98 DequantizeLinear_onnx::Conv_542_1", type=DequantizeLinear]; +"97 QuantizeLinear_onnx^^Conv_542_1" [id=97, type=QuantizeLinear]; +"98 DequantizeLinear_onnx^^Conv_542_1" [id=98, type=DequantizeLinear]; "99 /layer2/layer2.1/conv1/Conv" [id=99, type=Conv]; "100 /layer2/layer2.1/relu/Relu" [id=100, type=Relu]; "101 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=101, type=QuantizeLinear]; "102 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=102, type=DequantizeLinear]; -"103 QuantizeLinear_onnx^^Conv_545_1" [id=103, label="103 QuantizeLinear_onnx::Conv_545_1", type=QuantizeLinear]; -"104 DequantizeLinear_onnx^^Conv_545_1" [id=104, label="104 DequantizeLinear_onnx::Conv_545_1", type=DequantizeLinear]; +"103 QuantizeLinear_onnx^^Conv_545_1" [id=103, type=QuantizeLinear]; +"104 DequantizeLinear_onnx^^Conv_545_1" [id=104, type=DequantizeLinear]; "105 /layer2/layer2.1/conv2/Conv" [id=105, type=Conv]; "106 /layer2/layer2.1/relu_1/Relu" [id=106, type=Relu]; "107 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=107, type=QuantizeLinear]; @@ -115,14 +115,14 @@ strict digraph { "113 /layer2/layer2.1/relu_2/Relu" [id=113, type=Relu]; "114 QuantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" [id=114, type=QuantizeLinear]; "115 DequantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" [id=115, type=DequantizeLinear]; -"116 QuantizeLinear_onnx^^Conv_551_1" [id=116, label="116 QuantizeLinear_onnx::Conv_551_1", type=QuantizeLinear]; -"117 DequantizeLinear_onnx^^Conv_551_1" [id=117, label="117 DequantizeLinear_onnx::Conv_551_1", type=DequantizeLinear]; +"116 QuantizeLinear_onnx^^Conv_551_1" [id=116, type=QuantizeLinear]; +"117 DequantizeLinear_onnx^^Conv_551_1" [id=117, type=DequantizeLinear]; "118 /layer2/layer2.2/conv1/Conv" [id=118, type=Conv]; "119 /layer2/layer2.2/relu/Relu" [id=119, type=Relu]; "120 QuantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" [id=120, type=QuantizeLinear]; "121 DequantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" [id=121, type=DequantizeLinear]; -"122 QuantizeLinear_onnx^^Conv_554_1" [id=122, label="122 QuantizeLinear_onnx::Conv_554_1", type=QuantizeLinear]; -"123 DequantizeLinear_onnx^^Conv_554_1" [id=123, label="123 DequantizeLinear_onnx::Conv_554_1", type=DequantizeLinear]; +"122 QuantizeLinear_onnx^^Conv_554_1" [id=122, type=QuantizeLinear]; +"123 DequantizeLinear_onnx^^Conv_554_1" [id=123, type=DequantizeLinear]; "124 /layer2/layer2.2/conv2/Conv" [id=124, type=Conv]; "125 /layer2/layer2.2/relu_1/Relu" [id=125, type=Relu]; "126 QuantizeLinear_/layer2/layer2.2/relu_1/Relu_output_0_1" [id=126, type=QuantizeLinear]; @@ -134,14 +134,14 @@ strict digraph { "132 /layer2/layer2.2/relu_2/Relu" [id=132, type=Relu]; "133 QuantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" [id=133, type=QuantizeLinear]; "134 DequantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" [id=134, type=DequantizeLinear]; -"135 QuantizeLinear_onnx^^Conv_560_1" [id=135, label="135 QuantizeLinear_onnx::Conv_560_1", type=QuantizeLinear]; -"136 DequantizeLinear_onnx^^Conv_560_1" [id=136, label="136 DequantizeLinear_onnx::Conv_560_1", type=DequantizeLinear]; +"135 QuantizeLinear_onnx^^Conv_560_1" [id=135, type=QuantizeLinear]; +"136 DequantizeLinear_onnx^^Conv_560_1" [id=136, type=DequantizeLinear]; "137 /layer2/layer2.3/conv1/Conv" [id=137, type=Conv]; "138 /layer2/layer2.3/relu/Relu" [id=138, type=Relu]; "139 QuantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" [id=139, type=QuantizeLinear]; "140 DequantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" [id=140, type=DequantizeLinear]; -"141 QuantizeLinear_onnx^^Conv_563_1" [id=141, label="141 QuantizeLinear_onnx::Conv_563_1", type=QuantizeLinear]; -"142 DequantizeLinear_onnx^^Conv_563_1" [id=142, label="142 DequantizeLinear_onnx::Conv_563_1", type=DequantizeLinear]; +"141 QuantizeLinear_onnx^^Conv_563_1" [id=141, type=QuantizeLinear]; +"142 DequantizeLinear_onnx^^Conv_563_1" [id=142, type=DequantizeLinear]; "143 /layer2/layer2.3/conv2/Conv" [id=143, type=Conv]; "144 /layer2/layer2.3/relu_1/Relu" [id=144, type=Relu]; "145 QuantizeLinear_/layer2/layer2.3/relu_1/Relu_output_0_1" [id=145, type=QuantizeLinear]; @@ -153,23 +153,23 @@ strict digraph { "151 /layer2/layer2.3/relu_2/Relu" [id=151, type=Relu]; "152 QuantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" [id=152, type=QuantizeLinear]; "153 DequantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" [id=153, type=DequantizeLinear]; -"154 QuantizeLinear_onnx^^Conv_569_1" [id=154, label="154 QuantizeLinear_onnx::Conv_569_1", type=QuantizeLinear]; -"155 DequantizeLinear_onnx^^Conv_569_1" [id=155, label="155 DequantizeLinear_onnx::Conv_569_1", type=DequantizeLinear]; +"154 QuantizeLinear_onnx^^Conv_569_1" [id=154, type=QuantizeLinear]; +"155 DequantizeLinear_onnx^^Conv_569_1" [id=155, type=DequantizeLinear]; "156 /layer3/layer3.0/conv1/Conv" [id=156, type=Conv]; "157 /layer3/layer3.0/relu/Relu" [id=157, type=Relu]; "158 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=158, type=QuantizeLinear]; "159 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=159, type=DequantizeLinear]; -"160 QuantizeLinear_onnx^^Conv_572_1" [id=160, label="160 QuantizeLinear_onnx::Conv_572_1", type=QuantizeLinear]; -"161 DequantizeLinear_onnx^^Conv_572_1" [id=161, label="161 DequantizeLinear_onnx::Conv_572_1", type=DequantizeLinear]; +"160 QuantizeLinear_onnx^^Conv_572_1" [id=160, type=QuantizeLinear]; +"161 DequantizeLinear_onnx^^Conv_572_1" [id=161, type=DequantizeLinear]; "162 /layer3/layer3.0/conv2/Conv" [id=162, type=Conv]; "163 /layer3/layer3.0/relu_1/Relu" [id=163, type=Relu]; "164 QuantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=164, type=QuantizeLinear]; "165 DequantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=165, type=DequantizeLinear]; -"166 QuantizeLinear_onnx^^Conv_575_1" [id=166, label="166 QuantizeLinear_onnx::Conv_575_1", type=QuantizeLinear]; -"167 DequantizeLinear_onnx^^Conv_575_1" [id=167, label="167 DequantizeLinear_onnx::Conv_575_1", type=DequantizeLinear]; +"166 QuantizeLinear_onnx^^Conv_575_1" [id=166, type=QuantizeLinear]; +"167 DequantizeLinear_onnx^^Conv_575_1" [id=167, type=DequantizeLinear]; "168 /layer3/layer3.0/conv3/Conv" [id=168, type=Conv]; -"169 QuantizeLinear_onnx^^Conv_578_1" [id=169, label="169 QuantizeLinear_onnx::Conv_578_1", type=QuantizeLinear]; -"170 DequantizeLinear_onnx^^Conv_578_1" [id=170, label="170 DequantizeLinear_onnx::Conv_578_1", type=DequantizeLinear]; +"169 QuantizeLinear_onnx^^Conv_578_1" [id=169, type=QuantizeLinear]; +"170 DequantizeLinear_onnx^^Conv_578_1" [id=170, type=DequantizeLinear]; "171 /layer3/layer3.0/downsample/downsample.0/Conv" [id=171, type=Conv]; "172 QuantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" [id=172, type=QuantizeLinear]; "173 DequantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" [id=173, type=DequantizeLinear]; @@ -179,14 +179,14 @@ strict digraph { "177 /layer3/layer3.0/relu_2/Relu" [id=177, type=Relu]; "178 QuantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" [id=178, type=QuantizeLinear]; "179 DequantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" [id=179, type=DequantizeLinear]; -"180 QuantizeLinear_onnx^^Conv_581_1" [id=180, label="180 QuantizeLinear_onnx::Conv_581_1", type=QuantizeLinear]; -"181 DequantizeLinear_onnx^^Conv_581_1" [id=181, label="181 DequantizeLinear_onnx::Conv_581_1", type=DequantizeLinear]; +"180 QuantizeLinear_onnx^^Conv_581_1" [id=180, type=QuantizeLinear]; +"181 DequantizeLinear_onnx^^Conv_581_1" [id=181, type=DequantizeLinear]; "182 /layer3/layer3.1/conv1/Conv" [id=182, type=Conv]; "183 /layer3/layer3.1/relu/Relu" [id=183, type=Relu]; "184 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=184, type=QuantizeLinear]; "185 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=185, type=DequantizeLinear]; -"186 QuantizeLinear_onnx^^Conv_584_1" [id=186, label="186 QuantizeLinear_onnx::Conv_584_1", type=QuantizeLinear]; -"187 DequantizeLinear_onnx^^Conv_584_1" [id=187, label="187 DequantizeLinear_onnx::Conv_584_1", type=DequantizeLinear]; +"186 QuantizeLinear_onnx^^Conv_584_1" [id=186, type=QuantizeLinear]; +"187 DequantizeLinear_onnx^^Conv_584_1" [id=187, type=DequantizeLinear]; "188 /layer3/layer3.1/conv2/Conv" [id=188, type=Conv]; "189 /layer3/layer3.1/relu_1/Relu" [id=189, type=Relu]; "190 QuantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=190, type=QuantizeLinear]; @@ -198,14 +198,14 @@ strict digraph { "196 /layer3/layer3.1/relu_2/Relu" [id=196, type=Relu]; "197 QuantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" [id=197, type=QuantizeLinear]; "198 DequantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" [id=198, type=DequantizeLinear]; -"199 QuantizeLinear_onnx^^Conv_590_1" [id=199, label="199 QuantizeLinear_onnx::Conv_590_1", type=QuantizeLinear]; -"200 DequantizeLinear_onnx^^Conv_590_1" [id=200, label="200 DequantizeLinear_onnx::Conv_590_1", type=DequantizeLinear]; +"199 QuantizeLinear_onnx^^Conv_590_1" [id=199, type=QuantizeLinear]; +"200 DequantizeLinear_onnx^^Conv_590_1" [id=200, type=DequantizeLinear]; "201 /layer3/layer3.2/conv1/Conv" [id=201, type=Conv]; "202 /layer3/layer3.2/relu/Relu" [id=202, type=Relu]; "203 QuantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" [id=203, type=QuantizeLinear]; "204 DequantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" [id=204, type=DequantizeLinear]; -"205 QuantizeLinear_onnx^^Conv_593_1" [id=205, label="205 QuantizeLinear_onnx::Conv_593_1", type=QuantizeLinear]; -"206 DequantizeLinear_onnx^^Conv_593_1" [id=206, label="206 DequantizeLinear_onnx::Conv_593_1", type=DequantizeLinear]; +"205 QuantizeLinear_onnx^^Conv_593_1" [id=205, type=QuantizeLinear]; +"206 DequantizeLinear_onnx^^Conv_593_1" [id=206, type=DequantizeLinear]; "207 /layer3/layer3.2/conv2/Conv" [id=207, type=Conv]; "208 /layer3/layer3.2/relu_1/Relu" [id=208, type=Relu]; "209 QuantizeLinear_/layer3/layer3.2/relu_1/Relu_output_0_1" [id=209, type=QuantizeLinear]; @@ -217,14 +217,14 @@ strict digraph { "215 /layer3/layer3.2/relu_2/Relu" [id=215, type=Relu]; "216 QuantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" [id=216, type=QuantizeLinear]; "217 DequantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" [id=217, type=DequantizeLinear]; -"218 QuantizeLinear_onnx^^Conv_599_1" [id=218, label="218 QuantizeLinear_onnx::Conv_599_1", type=QuantizeLinear]; -"219 DequantizeLinear_onnx^^Conv_599_1" [id=219, label="219 DequantizeLinear_onnx::Conv_599_1", type=DequantizeLinear]; +"218 QuantizeLinear_onnx^^Conv_599_1" [id=218, type=QuantizeLinear]; +"219 DequantizeLinear_onnx^^Conv_599_1" [id=219, type=DequantizeLinear]; "220 /layer3/layer3.3/conv1/Conv" [id=220, type=Conv]; "221 /layer3/layer3.3/relu/Relu" [id=221, type=Relu]; "222 QuantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" [id=222, type=QuantizeLinear]; "223 DequantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" [id=223, type=DequantizeLinear]; -"224 QuantizeLinear_onnx^^Conv_602_1" [id=224, label="224 QuantizeLinear_onnx::Conv_602_1", type=QuantizeLinear]; -"225 DequantizeLinear_onnx^^Conv_602_1" [id=225, label="225 DequantizeLinear_onnx::Conv_602_1", type=DequantizeLinear]; +"224 QuantizeLinear_onnx^^Conv_602_1" [id=224, type=QuantizeLinear]; +"225 DequantizeLinear_onnx^^Conv_602_1" [id=225, type=DequantizeLinear]; "226 /layer3/layer3.3/conv2/Conv" [id=226, type=Conv]; "227 /layer3/layer3.3/relu_1/Relu" [id=227, type=Relu]; "228 QuantizeLinear_/layer3/layer3.3/relu_1/Relu_output_0_1" [id=228, type=QuantizeLinear]; @@ -236,14 +236,14 @@ strict digraph { "234 /layer3/layer3.3/relu_2/Relu" [id=234, type=Relu]; "235 QuantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" [id=235, type=QuantizeLinear]; "236 DequantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" [id=236, type=DequantizeLinear]; -"237 QuantizeLinear_onnx^^Conv_608_1" [id=237, label="237 QuantizeLinear_onnx::Conv_608_1", type=QuantizeLinear]; -"238 DequantizeLinear_onnx^^Conv_608_1" [id=238, label="238 DequantizeLinear_onnx::Conv_608_1", type=DequantizeLinear]; +"237 QuantizeLinear_onnx^^Conv_608_1" [id=237, type=QuantizeLinear]; +"238 DequantizeLinear_onnx^^Conv_608_1" [id=238, type=DequantizeLinear]; "239 /layer3/layer3.4/conv1/Conv" [id=239, type=Conv]; "240 /layer3/layer3.4/relu/Relu" [id=240, type=Relu]; "241 QuantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" [id=241, type=QuantizeLinear]; "242 DequantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" [id=242, type=DequantizeLinear]; -"243 QuantizeLinear_onnx^^Conv_611_1" [id=243, label="243 QuantizeLinear_onnx::Conv_611_1", type=QuantizeLinear]; -"244 DequantizeLinear_onnx^^Conv_611_1" [id=244, label="244 DequantizeLinear_onnx::Conv_611_1", type=DequantizeLinear]; +"243 QuantizeLinear_onnx^^Conv_611_1" [id=243, type=QuantizeLinear]; +"244 DequantizeLinear_onnx^^Conv_611_1" [id=244, type=DequantizeLinear]; "245 /layer3/layer3.4/conv2/Conv" [id=245, type=Conv]; "246 /layer3/layer3.4/relu_1/Relu" [id=246, type=Relu]; "247 QuantizeLinear_/layer3/layer3.4/relu_1/Relu_output_0_1" [id=247, type=QuantizeLinear]; @@ -255,14 +255,14 @@ strict digraph { "253 /layer3/layer3.4/relu_2/Relu" [id=253, type=Relu]; "254 QuantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" [id=254, type=QuantizeLinear]; "255 DequantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" [id=255, type=DequantizeLinear]; -"256 QuantizeLinear_onnx^^Conv_617_1" [id=256, label="256 QuantizeLinear_onnx::Conv_617_1", type=QuantizeLinear]; -"257 DequantizeLinear_onnx^^Conv_617_1" [id=257, label="257 DequantizeLinear_onnx::Conv_617_1", type=DequantizeLinear]; +"256 QuantizeLinear_onnx^^Conv_617_1" [id=256, type=QuantizeLinear]; +"257 DequantizeLinear_onnx^^Conv_617_1" [id=257, type=DequantizeLinear]; "258 /layer3/layer3.5/conv1/Conv" [id=258, type=Conv]; "259 /layer3/layer3.5/relu/Relu" [id=259, type=Relu]; "260 QuantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" [id=260, type=QuantizeLinear]; "261 DequantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" [id=261, type=DequantizeLinear]; -"262 QuantizeLinear_onnx^^Conv_620_1" [id=262, label="262 QuantizeLinear_onnx::Conv_620_1", type=QuantizeLinear]; -"263 DequantizeLinear_onnx^^Conv_620_1" [id=263, label="263 DequantizeLinear_onnx::Conv_620_1", type=DequantizeLinear]; +"262 QuantizeLinear_onnx^^Conv_620_1" [id=262, type=QuantizeLinear]; +"263 DequantizeLinear_onnx^^Conv_620_1" [id=263, type=DequantizeLinear]; "264 /layer3/layer3.5/conv2/Conv" [id=264, type=Conv]; "265 /layer3/layer3.5/relu_1/Relu" [id=265, type=Relu]; "266 QuantizeLinear_/layer3/layer3.5/relu_1/Relu_output_0_1" [id=266, type=QuantizeLinear]; @@ -274,23 +274,23 @@ strict digraph { "272 /layer3/layer3.5/relu_2/Relu" [id=272, type=Relu]; "273 QuantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" [id=273, type=QuantizeLinear]; "274 DequantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" [id=274, type=DequantizeLinear]; -"275 QuantizeLinear_onnx^^Conv_626_1" [id=275, label="275 QuantizeLinear_onnx::Conv_626_1", type=QuantizeLinear]; -"276 DequantizeLinear_onnx^^Conv_626_1" [id=276, label="276 DequantizeLinear_onnx::Conv_626_1", type=DequantizeLinear]; +"275 QuantizeLinear_onnx^^Conv_626_1" [id=275, type=QuantizeLinear]; +"276 DequantizeLinear_onnx^^Conv_626_1" [id=276, type=DequantizeLinear]; "277 /layer4/layer4.0/conv1/Conv" [id=277, type=Conv]; "278 /layer4/layer4.0/relu/Relu" [id=278, type=Relu]; "279 QuantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=279, type=QuantizeLinear]; "280 DequantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=280, type=DequantizeLinear]; -"281 QuantizeLinear_onnx^^Conv_629_1" [id=281, label="281 QuantizeLinear_onnx::Conv_629_1", type=QuantizeLinear]; -"282 DequantizeLinear_onnx^^Conv_629_1" [id=282, label="282 DequantizeLinear_onnx::Conv_629_1", type=DequantizeLinear]; +"281 QuantizeLinear_onnx^^Conv_629_1" [id=281, type=QuantizeLinear]; +"282 DequantizeLinear_onnx^^Conv_629_1" [id=282, type=DequantizeLinear]; "283 /layer4/layer4.0/conv2/Conv" [id=283, type=Conv]; "284 /layer4/layer4.0/relu_1/Relu" [id=284, type=Relu]; "285 QuantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=285, type=QuantizeLinear]; "286 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=286, type=DequantizeLinear]; -"287 QuantizeLinear_onnx^^Conv_632_1" [id=287, label="287 QuantizeLinear_onnx::Conv_632_1", type=QuantizeLinear]; -"288 DequantizeLinear_onnx^^Conv_632_1" [id=288, label="288 DequantizeLinear_onnx::Conv_632_1", type=DequantizeLinear]; +"287 QuantizeLinear_onnx^^Conv_632_1" [id=287, type=QuantizeLinear]; +"288 DequantizeLinear_onnx^^Conv_632_1" [id=288, type=DequantizeLinear]; "289 /layer4/layer4.0/conv3/Conv" [id=289, type=Conv]; -"290 QuantizeLinear_onnx^^Conv_635_1" [id=290, label="290 QuantizeLinear_onnx::Conv_635_1", type=QuantizeLinear]; -"291 DequantizeLinear_onnx^^Conv_635_1" [id=291, label="291 DequantizeLinear_onnx::Conv_635_1", type=DequantizeLinear]; +"290 QuantizeLinear_onnx^^Conv_635_1" [id=290, type=QuantizeLinear]; +"291 DequantizeLinear_onnx^^Conv_635_1" [id=291, type=DequantizeLinear]; "292 /layer4/layer4.0/downsample/downsample.0/Conv" [id=292, type=Conv]; "293 QuantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" [id=293, type=QuantizeLinear]; "294 DequantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" [id=294, type=DequantizeLinear]; @@ -300,14 +300,14 @@ strict digraph { "298 /layer4/layer4.0/relu_2/Relu" [id=298, type=Relu]; "299 QuantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" [id=299, type=QuantizeLinear]; "300 DequantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" [id=300, type=DequantizeLinear]; -"301 QuantizeLinear_onnx^^Conv_638_1" [id=301, label="301 QuantizeLinear_onnx::Conv_638_1", type=QuantizeLinear]; -"302 DequantizeLinear_onnx^^Conv_638_1" [id=302, label="302 DequantizeLinear_onnx::Conv_638_1", type=DequantizeLinear]; +"301 QuantizeLinear_onnx^^Conv_638_1" [id=301, type=QuantizeLinear]; +"302 DequantizeLinear_onnx^^Conv_638_1" [id=302, type=DequantizeLinear]; "303 /layer4/layer4.1/conv1/Conv" [id=303, type=Conv]; "304 /layer4/layer4.1/relu/Relu" [id=304, type=Relu]; "305 QuantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=305, type=QuantizeLinear]; "306 DequantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=306, type=DequantizeLinear]; -"307 QuantizeLinear_onnx^^Conv_641_1" [id=307, label="307 QuantizeLinear_onnx::Conv_641_1", type=QuantizeLinear]; -"308 DequantizeLinear_onnx^^Conv_641_1" [id=308, label="308 DequantizeLinear_onnx::Conv_641_1", type=DequantizeLinear]; +"307 QuantizeLinear_onnx^^Conv_641_1" [id=307, type=QuantizeLinear]; +"308 DequantizeLinear_onnx^^Conv_641_1" [id=308, type=DequantizeLinear]; "309 /layer4/layer4.1/conv2/Conv" [id=309, type=Conv]; "310 /layer4/layer4.1/relu_1/Relu" [id=310, type=Relu]; "311 QuantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" [id=311, type=QuantizeLinear]; @@ -319,14 +319,14 @@ strict digraph { "317 /layer4/layer4.1/relu_2/Relu" [id=317, type=Relu]; "318 QuantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" [id=318, type=QuantizeLinear]; "319 DequantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" [id=319, type=DequantizeLinear]; -"320 QuantizeLinear_onnx^^Conv_647_1" [id=320, label="320 QuantizeLinear_onnx::Conv_647_1", type=QuantizeLinear]; -"321 DequantizeLinear_onnx^^Conv_647_1" [id=321, label="321 DequantizeLinear_onnx::Conv_647_1", type=DequantizeLinear]; +"320 QuantizeLinear_onnx^^Conv_647_1" [id=320, type=QuantizeLinear]; +"321 DequantizeLinear_onnx^^Conv_647_1" [id=321, type=DequantizeLinear]; "322 /layer4/layer4.2/conv1/Conv" [id=322, type=Conv]; "323 /layer4/layer4.2/relu/Relu" [id=323, type=Relu]; "324 QuantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" [id=324, type=QuantizeLinear]; "325 DequantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" [id=325, type=DequantizeLinear]; -"326 QuantizeLinear_onnx^^Conv_650_1" [id=326, label="326 QuantizeLinear_onnx::Conv_650_1", type=QuantizeLinear]; -"327 DequantizeLinear_onnx^^Conv_650_1" [id=327, label="327 DequantizeLinear_onnx::Conv_650_1", type=DequantizeLinear]; +"326 QuantizeLinear_onnx^^Conv_650_1" [id=326, type=QuantizeLinear]; +"327 DequantizeLinear_onnx^^Conv_650_1" [id=327, type=DequantizeLinear]; "328 /layer4/layer4.2/conv2/Conv" [id=328, type=Conv]; "329 /layer4/layer4.2/relu_1/Relu" [id=329, type=Relu]; "330 QuantizeLinear_/layer4/layer4.2/relu_1/Relu_output_0_1" [id=330, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot b/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot index 08bb363d7f7..9c5ad4661ae 100644 --- a/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot +++ b/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot @@ -1,35 +1,35 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_1124_1" [id=2, label="2 QuantizeLinear_onnx::Conv_1124_1", type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_1124_1" [id=3, label="3 DequantizeLinear_onnx::Conv_1124_1", type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_1124_1" [id=2, type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_1124_1" [id=3, type=DequantizeLinear]; "4 /conv1/conv1.0/Conv" [id=4, type=Conv]; "5 /conv1/conv1.2/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/conv1/conv1.2/Relu_output_0_1" [id=6, type=QuantizeLinear]; "7 DequantizeLinear_/conv1/conv1.2/Relu_output_0_1" [id=7, type=DequantizeLinear]; "8 /maxpool/MaxPool" [id=8, type=MaxPool]; -"9 QuantizeLinear_onnx^^Conv_1127_1" [id=9, label="9 QuantizeLinear_onnx::Conv_1127_1", type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_1127_1" [id=10, label="10 DequantizeLinear_onnx::Conv_1127_1", type=DequantizeLinear]; +"9 QuantizeLinear_onnx^^Conv_1127_1" [id=9, type=QuantizeLinear]; +"10 DequantizeLinear_onnx^^Conv_1127_1" [id=10, type=DequantizeLinear]; "11 /stage2/stage2.0/branch1/branch1.0/Conv" [id=11, type=Conv]; "12 QuantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" [id=12, type=QuantizeLinear]; "13 DequantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" [id=13, type=DequantizeLinear]; -"14 QuantizeLinear_onnx^^Conv_1130_1" [id=14, label="14 QuantizeLinear_onnx::Conv_1130_1", type=QuantizeLinear]; -"15 DequantizeLinear_onnx^^Conv_1130_1" [id=15, label="15 DequantizeLinear_onnx::Conv_1130_1", type=DequantizeLinear]; +"14 QuantizeLinear_onnx^^Conv_1130_1" [id=14, type=QuantizeLinear]; +"15 DequantizeLinear_onnx^^Conv_1130_1" [id=15, type=DequantizeLinear]; "16 /stage2/stage2.0/branch1/branch1.2/Conv" [id=16, type=Conv]; "17 /stage2/stage2.0/branch1/branch1.4/Relu" [id=17, type=Relu]; -"18 QuantizeLinear_onnx^^Conv_1133_1" [id=18, label="18 QuantizeLinear_onnx::Conv_1133_1", type=QuantizeLinear]; -"19 DequantizeLinear_onnx^^Conv_1133_1" [id=19, label="19 DequantizeLinear_onnx::Conv_1133_1", type=DequantizeLinear]; +"18 QuantizeLinear_onnx^^Conv_1133_1" [id=18, type=QuantizeLinear]; +"19 DequantizeLinear_onnx^^Conv_1133_1" [id=19, type=DequantizeLinear]; "20 /stage2/stage2.0/branch2/branch2.0/Conv" [id=20, type=Conv]; "21 /stage2/stage2.0/branch2/branch2.2/Relu" [id=21, type=Relu]; "22 QuantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" [id=22, type=QuantizeLinear]; "23 DequantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" [id=23, type=DequantizeLinear]; -"24 QuantizeLinear_onnx^^Conv_1136_1" [id=24, label="24 QuantizeLinear_onnx::Conv_1136_1", type=QuantizeLinear]; -"25 DequantizeLinear_onnx^^Conv_1136_1" [id=25, label="25 DequantizeLinear_onnx::Conv_1136_1", type=DequantizeLinear]; +"24 QuantizeLinear_onnx^^Conv_1136_1" [id=24, type=QuantizeLinear]; +"25 DequantizeLinear_onnx^^Conv_1136_1" [id=25, type=DequantizeLinear]; "26 /stage2/stage2.0/branch2/branch2.3/Conv" [id=26, type=Conv]; "27 QuantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" [id=27, type=QuantizeLinear]; "28 DequantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" [id=28, type=DequantizeLinear]; -"29 QuantizeLinear_onnx^^Conv_1139_1" [id=29, label="29 QuantizeLinear_onnx::Conv_1139_1", type=QuantizeLinear]; -"30 DequantizeLinear_onnx^^Conv_1139_1" [id=30, label="30 DequantizeLinear_onnx::Conv_1139_1", type=DequantizeLinear]; +"29 QuantizeLinear_onnx^^Conv_1139_1" [id=29, type=QuantizeLinear]; +"30 DequantizeLinear_onnx^^Conv_1139_1" [id=30, type=DequantizeLinear]; "31 /stage2/stage2.0/branch2/branch2.5/Conv" [id=31, type=Conv]; "32 /stage2/stage2.0/branch2/branch2.7/Relu" [id=32, type=Relu]; "33 QuantizeLinear_/stage2/stage2.0/branch1/branch1.4/Relu_output_0_1" [id=33, type=QuantizeLinear]; @@ -56,19 +56,19 @@ strict digraph { "54 /stage2/stage2.1/Constant_5" [id=54, type=Constant]; "55 /stage2/stage2.1/Mul_1" [id=55, type=Mul]; "56 /stage2/stage2.1/Slice_1" [id=56, type=Slice]; -"57 QuantizeLinear_onnx^^Conv_1142_1" [id=57, label="57 QuantizeLinear_onnx::Conv_1142_1", type=QuantizeLinear]; -"58 DequantizeLinear_onnx^^Conv_1142_1" [id=58, label="58 DequantizeLinear_onnx::Conv_1142_1", type=DequantizeLinear]; +"57 QuantizeLinear_onnx^^Conv_1142_1" [id=57, type=QuantizeLinear]; +"58 DequantizeLinear_onnx^^Conv_1142_1" [id=58, type=DequantizeLinear]; "59 /stage2/stage2.1/branch2/branch2.0/Conv" [id=59, type=Conv]; "60 /stage2/stage2.1/branch2/branch2.2/Relu" [id=60, type=Relu]; "61 QuantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" [id=61, type=QuantizeLinear]; "62 DequantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" [id=62, type=DequantizeLinear]; -"63 QuantizeLinear_onnx^^Conv_1145_1" [id=63, label="63 QuantizeLinear_onnx::Conv_1145_1", type=QuantizeLinear]; -"64 DequantizeLinear_onnx^^Conv_1145_1" [id=64, label="64 DequantizeLinear_onnx::Conv_1145_1", type=DequantizeLinear]; +"63 QuantizeLinear_onnx^^Conv_1145_1" [id=63, type=QuantizeLinear]; +"64 DequantizeLinear_onnx^^Conv_1145_1" [id=64, type=DequantizeLinear]; "65 /stage2/stage2.1/branch2/branch2.3/Conv" [id=65, type=Conv]; "66 QuantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" [id=66, type=QuantizeLinear]; "67 DequantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_onnx^^Conv_1148_1" [id=68, label="68 QuantizeLinear_onnx::Conv_1148_1", type=QuantizeLinear]; -"69 DequantizeLinear_onnx^^Conv_1148_1" [id=69, label="69 DequantizeLinear_onnx::Conv_1148_1", type=DequantizeLinear]; +"68 QuantizeLinear_onnx^^Conv_1148_1" [id=68, type=QuantizeLinear]; +"69 DequantizeLinear_onnx^^Conv_1148_1" [id=69, type=DequantizeLinear]; "70 /stage2/stage2.1/branch2/branch2.5/Conv" [id=70, type=Conv]; "71 /stage2/stage2.1/branch2/branch2.7/Relu" [id=71, type=Relu]; "72 QuantizeLinear_/stage2/stage2.1/branch2/branch2.7/Relu_output_0_1" [id=72, type=QuantizeLinear]; @@ -93,19 +93,19 @@ strict digraph { "91 /stage2/stage2.2/Constant_5" [id=91, type=Constant]; "92 /stage2/stage2.2/Mul_1" [id=92, type=Mul]; "93 /stage2/stage2.2/Slice_1" [id=93, type=Slice]; -"94 QuantizeLinear_onnx^^Conv_1151_1" [id=94, label="94 QuantizeLinear_onnx::Conv_1151_1", type=QuantizeLinear]; -"95 DequantizeLinear_onnx^^Conv_1151_1" [id=95, label="95 DequantizeLinear_onnx::Conv_1151_1", type=DequantizeLinear]; +"94 QuantizeLinear_onnx^^Conv_1151_1" [id=94, type=QuantizeLinear]; +"95 DequantizeLinear_onnx^^Conv_1151_1" [id=95, type=DequantizeLinear]; "96 /stage2/stage2.2/branch2/branch2.0/Conv" [id=96, type=Conv]; "97 /stage2/stage2.2/branch2/branch2.2/Relu" [id=97, type=Relu]; "98 QuantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" [id=98, type=QuantizeLinear]; "99 DequantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" [id=99, type=DequantizeLinear]; -"100 QuantizeLinear_onnx^^Conv_1154_1" [id=100, label="100 QuantizeLinear_onnx::Conv_1154_1", type=QuantizeLinear]; -"101 DequantizeLinear_onnx^^Conv_1154_1" [id=101, label="101 DequantizeLinear_onnx::Conv_1154_1", type=DequantizeLinear]; +"100 QuantizeLinear_onnx^^Conv_1154_1" [id=100, type=QuantizeLinear]; +"101 DequantizeLinear_onnx^^Conv_1154_1" [id=101, type=DequantizeLinear]; "102 /stage2/stage2.2/branch2/branch2.3/Conv" [id=102, type=Conv]; "103 QuantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" [id=103, type=QuantizeLinear]; "104 DequantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" [id=104, type=DequantizeLinear]; -"105 QuantizeLinear_onnx^^Conv_1157_1" [id=105, label="105 QuantizeLinear_onnx::Conv_1157_1", type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_1157_1" [id=106, label="106 DequantizeLinear_onnx::Conv_1157_1", type=DequantizeLinear]; +"105 QuantizeLinear_onnx^^Conv_1157_1" [id=105, type=QuantizeLinear]; +"106 DequantizeLinear_onnx^^Conv_1157_1" [id=106, type=DequantizeLinear]; "107 /stage2/stage2.2/branch2/branch2.5/Conv" [id=107, type=Conv]; "108 /stage2/stage2.2/branch2/branch2.7/Relu" [id=108, type=Relu]; "109 QuantizeLinear_/stage2/stage2.2/branch2/branch2.7/Relu_output_0_1" [id=109, type=QuantizeLinear]; @@ -130,19 +130,19 @@ strict digraph { "128 /stage2/stage2.3/Constant_5" [id=128, type=Constant]; "129 /stage2/stage2.3/Mul_1" [id=129, type=Mul]; "130 /stage2/stage2.3/Slice_1" [id=130, type=Slice]; -"131 QuantizeLinear_onnx^^Conv_1160_1" [id=131, label="131 QuantizeLinear_onnx::Conv_1160_1", type=QuantizeLinear]; -"132 DequantizeLinear_onnx^^Conv_1160_1" [id=132, label="132 DequantizeLinear_onnx::Conv_1160_1", type=DequantizeLinear]; +"131 QuantizeLinear_onnx^^Conv_1160_1" [id=131, type=QuantizeLinear]; +"132 DequantizeLinear_onnx^^Conv_1160_1" [id=132, type=DequantizeLinear]; "133 /stage2/stage2.3/branch2/branch2.0/Conv" [id=133, type=Conv]; "134 /stage2/stage2.3/branch2/branch2.2/Relu" [id=134, type=Relu]; "135 QuantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" [id=135, type=QuantizeLinear]; "136 DequantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" [id=136, type=DequantizeLinear]; -"137 QuantizeLinear_onnx^^Conv_1163_1" [id=137, label="137 QuantizeLinear_onnx::Conv_1163_1", type=QuantizeLinear]; -"138 DequantizeLinear_onnx^^Conv_1163_1" [id=138, label="138 DequantizeLinear_onnx::Conv_1163_1", type=DequantizeLinear]; +"137 QuantizeLinear_onnx^^Conv_1163_1" [id=137, type=QuantizeLinear]; +"138 DequantizeLinear_onnx^^Conv_1163_1" [id=138, type=DequantizeLinear]; "139 /stage2/stage2.3/branch2/branch2.3/Conv" [id=139, type=Conv]; "140 QuantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" [id=140, type=QuantizeLinear]; "141 DequantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" [id=141, type=DequantizeLinear]; -"142 QuantizeLinear_onnx^^Conv_1166_1" [id=142, label="142 QuantizeLinear_onnx::Conv_1166_1", type=QuantizeLinear]; -"143 DequantizeLinear_onnx^^Conv_1166_1" [id=143, label="143 DequantizeLinear_onnx::Conv_1166_1", type=DequantizeLinear]; +"142 QuantizeLinear_onnx^^Conv_1166_1" [id=142, type=QuantizeLinear]; +"143 DequantizeLinear_onnx^^Conv_1166_1" [id=143, type=DequantizeLinear]; "144 /stage2/stage2.3/branch2/branch2.5/Conv" [id=144, type=Conv]; "145 /stage2/stage2.3/branch2/branch2.7/Relu" [id=145, type=Relu]; "146 QuantizeLinear_/stage2/stage2.3/branch2/branch2.7/Relu_output_0_1" [id=146, type=QuantizeLinear]; @@ -153,28 +153,28 @@ strict digraph { "151 /stage2/stage2.3/Transpose" [id=151, type=Transpose]; "152 /stage2/stage2.3/Constant_7" [id=152, type=Constant]; "153 /stage2/stage2.3/Reshape_1" [id=153, type=Reshape]; -"154 QuantizeLinear_onnx^^Conv_1169_1" [id=154, label="154 QuantizeLinear_onnx::Conv_1169_1", type=QuantizeLinear]; -"155 DequantizeLinear_onnx^^Conv_1169_1" [id=155, label="155 DequantizeLinear_onnx::Conv_1169_1", type=DequantizeLinear]; +"154 QuantizeLinear_onnx^^Conv_1169_1" [id=154, type=QuantizeLinear]; +"155 DequantizeLinear_onnx^^Conv_1169_1" [id=155, type=DequantizeLinear]; "156 /stage3/stage3.0/branch1/branch1.0/Conv" [id=156, type=Conv]; "157 QuantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" [id=157, type=QuantizeLinear]; "158 DequantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" [id=158, type=DequantizeLinear]; -"159 QuantizeLinear_onnx^^Conv_1172_1" [id=159, label="159 QuantizeLinear_onnx::Conv_1172_1", type=QuantizeLinear]; -"160 DequantizeLinear_onnx^^Conv_1172_1" [id=160, label="160 DequantizeLinear_onnx::Conv_1172_1", type=DequantizeLinear]; +"159 QuantizeLinear_onnx^^Conv_1172_1" [id=159, type=QuantizeLinear]; +"160 DequantizeLinear_onnx^^Conv_1172_1" [id=160, type=DequantizeLinear]; "161 /stage3/stage3.0/branch1/branch1.2/Conv" [id=161, type=Conv]; "162 /stage3/stage3.0/branch1/branch1.4/Relu" [id=162, type=Relu]; -"163 QuantizeLinear_onnx^^Conv_1175_1" [id=163, label="163 QuantizeLinear_onnx::Conv_1175_1", type=QuantizeLinear]; -"164 DequantizeLinear_onnx^^Conv_1175_1" [id=164, label="164 DequantizeLinear_onnx::Conv_1175_1", type=DequantizeLinear]; +"163 QuantizeLinear_onnx^^Conv_1175_1" [id=163, type=QuantizeLinear]; +"164 DequantizeLinear_onnx^^Conv_1175_1" [id=164, type=DequantizeLinear]; "165 /stage3/stage3.0/branch2/branch2.0/Conv" [id=165, type=Conv]; "166 /stage3/stage3.0/branch2/branch2.2/Relu" [id=166, type=Relu]; "167 QuantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" [id=167, type=QuantizeLinear]; "168 DequantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" [id=168, type=DequantizeLinear]; -"169 QuantizeLinear_onnx^^Conv_1178_1" [id=169, label="169 QuantizeLinear_onnx::Conv_1178_1", type=QuantizeLinear]; -"170 DequantizeLinear_onnx^^Conv_1178_1" [id=170, label="170 DequantizeLinear_onnx::Conv_1178_1", type=DequantizeLinear]; +"169 QuantizeLinear_onnx^^Conv_1178_1" [id=169, type=QuantizeLinear]; +"170 DequantizeLinear_onnx^^Conv_1178_1" [id=170, type=DequantizeLinear]; "171 /stage3/stage3.0/branch2/branch2.3/Conv" [id=171, type=Conv]; "172 QuantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" [id=172, type=QuantizeLinear]; "173 DequantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" [id=173, type=DequantizeLinear]; -"174 QuantizeLinear_onnx^^Conv_1181_1" [id=174, label="174 QuantizeLinear_onnx::Conv_1181_1", type=QuantizeLinear]; -"175 DequantizeLinear_onnx^^Conv_1181_1" [id=175, label="175 DequantizeLinear_onnx::Conv_1181_1", type=DequantizeLinear]; +"174 QuantizeLinear_onnx^^Conv_1181_1" [id=174, type=QuantizeLinear]; +"175 DequantizeLinear_onnx^^Conv_1181_1" [id=175, type=DequantizeLinear]; "176 /stage3/stage3.0/branch2/branch2.5/Conv" [id=176, type=Conv]; "177 /stage3/stage3.0/branch2/branch2.7/Relu" [id=177, type=Relu]; "178 QuantizeLinear_/stage3/stage3.0/branch1/branch1.4/Relu_output_0_1" [id=178, type=QuantizeLinear]; @@ -201,19 +201,19 @@ strict digraph { "199 /stage3/stage3.1/Constant_5" [id=199, type=Constant]; "200 /stage3/stage3.1/Mul_1" [id=200, type=Mul]; "201 /stage3/stage3.1/Slice_1" [id=201, type=Slice]; -"202 QuantizeLinear_onnx^^Conv_1184_1" [id=202, label="202 QuantizeLinear_onnx::Conv_1184_1", type=QuantizeLinear]; -"203 DequantizeLinear_onnx^^Conv_1184_1" [id=203, label="203 DequantizeLinear_onnx::Conv_1184_1", type=DequantizeLinear]; +"202 QuantizeLinear_onnx^^Conv_1184_1" [id=202, type=QuantizeLinear]; +"203 DequantizeLinear_onnx^^Conv_1184_1" [id=203, type=DequantizeLinear]; "204 /stage3/stage3.1/branch2/branch2.0/Conv" [id=204, type=Conv]; "205 /stage3/stage3.1/branch2/branch2.2/Relu" [id=205, type=Relu]; "206 QuantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" [id=206, type=QuantizeLinear]; "207 DequantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" [id=207, type=DequantizeLinear]; -"208 QuantizeLinear_onnx^^Conv_1187_1" [id=208, label="208 QuantizeLinear_onnx::Conv_1187_1", type=QuantizeLinear]; -"209 DequantizeLinear_onnx^^Conv_1187_1" [id=209, label="209 DequantizeLinear_onnx::Conv_1187_1", type=DequantizeLinear]; +"208 QuantizeLinear_onnx^^Conv_1187_1" [id=208, type=QuantizeLinear]; +"209 DequantizeLinear_onnx^^Conv_1187_1" [id=209, type=DequantizeLinear]; "210 /stage3/stage3.1/branch2/branch2.3/Conv" [id=210, type=Conv]; "211 QuantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" [id=211, type=QuantizeLinear]; "212 DequantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" [id=212, type=DequantizeLinear]; -"213 QuantizeLinear_onnx^^Conv_1190_1" [id=213, label="213 QuantizeLinear_onnx::Conv_1190_1", type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_1190_1" [id=214, label="214 DequantizeLinear_onnx::Conv_1190_1", type=DequantizeLinear]; +"213 QuantizeLinear_onnx^^Conv_1190_1" [id=213, type=QuantizeLinear]; +"214 DequantizeLinear_onnx^^Conv_1190_1" [id=214, type=DequantizeLinear]; "215 /stage3/stage3.1/branch2/branch2.5/Conv" [id=215, type=Conv]; "216 /stage3/stage3.1/branch2/branch2.7/Relu" [id=216, type=Relu]; "217 QuantizeLinear_/stage3/stage3.1/branch2/branch2.7/Relu_output_0_1" [id=217, type=QuantizeLinear]; @@ -238,19 +238,19 @@ strict digraph { "236 /stage3/stage3.2/Constant_5" [id=236, type=Constant]; "237 /stage3/stage3.2/Mul_1" [id=237, type=Mul]; "238 /stage3/stage3.2/Slice_1" [id=238, type=Slice]; -"239 QuantizeLinear_onnx^^Conv_1193_1" [id=239, label="239 QuantizeLinear_onnx::Conv_1193_1", type=QuantizeLinear]; -"240 DequantizeLinear_onnx^^Conv_1193_1" [id=240, label="240 DequantizeLinear_onnx::Conv_1193_1", type=DequantizeLinear]; +"239 QuantizeLinear_onnx^^Conv_1193_1" [id=239, type=QuantizeLinear]; +"240 DequantizeLinear_onnx^^Conv_1193_1" [id=240, type=DequantizeLinear]; "241 /stage3/stage3.2/branch2/branch2.0/Conv" [id=241, type=Conv]; "242 /stage3/stage3.2/branch2/branch2.2/Relu" [id=242, type=Relu]; "243 QuantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" [id=243, type=QuantizeLinear]; "244 DequantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" [id=244, type=DequantizeLinear]; -"245 QuantizeLinear_onnx^^Conv_1196_1" [id=245, label="245 QuantizeLinear_onnx::Conv_1196_1", type=QuantizeLinear]; -"246 DequantizeLinear_onnx^^Conv_1196_1" [id=246, label="246 DequantizeLinear_onnx::Conv_1196_1", type=DequantizeLinear]; +"245 QuantizeLinear_onnx^^Conv_1196_1" [id=245, type=QuantizeLinear]; +"246 DequantizeLinear_onnx^^Conv_1196_1" [id=246, type=DequantizeLinear]; "247 /stage3/stage3.2/branch2/branch2.3/Conv" [id=247, type=Conv]; "248 QuantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" [id=248, type=QuantizeLinear]; "249 DequantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" [id=249, type=DequantizeLinear]; -"250 QuantizeLinear_onnx^^Conv_1199_1" [id=250, label="250 QuantizeLinear_onnx::Conv_1199_1", type=QuantizeLinear]; -"251 DequantizeLinear_onnx^^Conv_1199_1" [id=251, label="251 DequantizeLinear_onnx::Conv_1199_1", type=DequantizeLinear]; +"250 QuantizeLinear_onnx^^Conv_1199_1" [id=250, type=QuantizeLinear]; +"251 DequantizeLinear_onnx^^Conv_1199_1" [id=251, type=DequantizeLinear]; "252 /stage3/stage3.2/branch2/branch2.5/Conv" [id=252, type=Conv]; "253 /stage3/stage3.2/branch2/branch2.7/Relu" [id=253, type=Relu]; "254 QuantizeLinear_/stage3/stage3.2/branch2/branch2.7/Relu_output_0_1" [id=254, type=QuantizeLinear]; @@ -275,19 +275,19 @@ strict digraph { "273 /stage3/stage3.3/Constant_5" [id=273, type=Constant]; "274 /stage3/stage3.3/Mul_1" [id=274, type=Mul]; "275 /stage3/stage3.3/Slice_1" [id=275, type=Slice]; -"276 QuantizeLinear_onnx^^Conv_1202_1" [id=276, label="276 QuantizeLinear_onnx::Conv_1202_1", type=QuantizeLinear]; -"277 DequantizeLinear_onnx^^Conv_1202_1" [id=277, label="277 DequantizeLinear_onnx::Conv_1202_1", type=DequantizeLinear]; +"276 QuantizeLinear_onnx^^Conv_1202_1" [id=276, type=QuantizeLinear]; +"277 DequantizeLinear_onnx^^Conv_1202_1" [id=277, type=DequantizeLinear]; "278 /stage3/stage3.3/branch2/branch2.0/Conv" [id=278, type=Conv]; "279 /stage3/stage3.3/branch2/branch2.2/Relu" [id=279, type=Relu]; "280 QuantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" [id=280, type=QuantizeLinear]; "281 DequantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" [id=281, type=DequantizeLinear]; -"282 QuantizeLinear_onnx^^Conv_1205_1" [id=282, label="282 QuantizeLinear_onnx::Conv_1205_1", type=QuantizeLinear]; -"283 DequantizeLinear_onnx^^Conv_1205_1" [id=283, label="283 DequantizeLinear_onnx::Conv_1205_1", type=DequantizeLinear]; +"282 QuantizeLinear_onnx^^Conv_1205_1" [id=282, type=QuantizeLinear]; +"283 DequantizeLinear_onnx^^Conv_1205_1" [id=283, type=DequantizeLinear]; "284 /stage3/stage3.3/branch2/branch2.3/Conv" [id=284, type=Conv]; "285 QuantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" [id=285, type=QuantizeLinear]; "286 DequantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" [id=286, type=DequantizeLinear]; -"287 QuantizeLinear_onnx^^Conv_1208_1" [id=287, label="287 QuantizeLinear_onnx::Conv_1208_1", type=QuantizeLinear]; -"288 DequantizeLinear_onnx^^Conv_1208_1" [id=288, label="288 DequantizeLinear_onnx::Conv_1208_1", type=DequantizeLinear]; +"287 QuantizeLinear_onnx^^Conv_1208_1" [id=287, type=QuantizeLinear]; +"288 DequantizeLinear_onnx^^Conv_1208_1" [id=288, type=DequantizeLinear]; "289 /stage3/stage3.3/branch2/branch2.5/Conv" [id=289, type=Conv]; "290 /stage3/stage3.3/branch2/branch2.7/Relu" [id=290, type=Relu]; "291 QuantizeLinear_/stage3/stage3.3/branch2/branch2.7/Relu_output_0_1" [id=291, type=QuantizeLinear]; @@ -312,19 +312,19 @@ strict digraph { "310 /stage3/stage3.4/Constant_5" [id=310, type=Constant]; "311 /stage3/stage3.4/Mul_1" [id=311, type=Mul]; "312 /stage3/stage3.4/Slice_1" [id=312, type=Slice]; -"313 QuantizeLinear_onnx^^Conv_1211_1" [id=313, label="313 QuantizeLinear_onnx::Conv_1211_1", type=QuantizeLinear]; -"314 DequantizeLinear_onnx^^Conv_1211_1" [id=314, label="314 DequantizeLinear_onnx::Conv_1211_1", type=DequantizeLinear]; +"313 QuantizeLinear_onnx^^Conv_1211_1" [id=313, type=QuantizeLinear]; +"314 DequantizeLinear_onnx^^Conv_1211_1" [id=314, type=DequantizeLinear]; "315 /stage3/stage3.4/branch2/branch2.0/Conv" [id=315, type=Conv]; "316 /stage3/stage3.4/branch2/branch2.2/Relu" [id=316, type=Relu]; "317 QuantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" [id=317, type=QuantizeLinear]; "318 DequantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" [id=318, type=DequantizeLinear]; -"319 QuantizeLinear_onnx^^Conv_1214_1" [id=319, label="319 QuantizeLinear_onnx::Conv_1214_1", type=QuantizeLinear]; -"320 DequantizeLinear_onnx^^Conv_1214_1" [id=320, label="320 DequantizeLinear_onnx::Conv_1214_1", type=DequantizeLinear]; +"319 QuantizeLinear_onnx^^Conv_1214_1" [id=319, type=QuantizeLinear]; +"320 DequantizeLinear_onnx^^Conv_1214_1" [id=320, type=DequantizeLinear]; "321 /stage3/stage3.4/branch2/branch2.3/Conv" [id=321, type=Conv]; "322 QuantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" [id=322, type=QuantizeLinear]; "323 DequantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" [id=323, type=DequantizeLinear]; -"324 QuantizeLinear_onnx^^Conv_1217_1" [id=324, label="324 QuantizeLinear_onnx::Conv_1217_1", type=QuantizeLinear]; -"325 DequantizeLinear_onnx^^Conv_1217_1" [id=325, label="325 DequantizeLinear_onnx::Conv_1217_1", type=DequantizeLinear]; +"324 QuantizeLinear_onnx^^Conv_1217_1" [id=324, type=QuantizeLinear]; +"325 DequantizeLinear_onnx^^Conv_1217_1" [id=325, type=DequantizeLinear]; "326 /stage3/stage3.4/branch2/branch2.5/Conv" [id=326, type=Conv]; "327 /stage3/stage3.4/branch2/branch2.7/Relu" [id=327, type=Relu]; "328 QuantizeLinear_/stage3/stage3.4/branch2/branch2.7/Relu_output_0_1" [id=328, type=QuantizeLinear]; @@ -349,19 +349,19 @@ strict digraph { "347 /stage3/stage3.5/Constant_5" [id=347, type=Constant]; "348 /stage3/stage3.5/Mul_1" [id=348, type=Mul]; "349 /stage3/stage3.5/Slice_1" [id=349, type=Slice]; -"350 QuantizeLinear_onnx^^Conv_1220_1" [id=350, label="350 QuantizeLinear_onnx::Conv_1220_1", type=QuantizeLinear]; -"351 DequantizeLinear_onnx^^Conv_1220_1" [id=351, label="351 DequantizeLinear_onnx::Conv_1220_1", type=DequantizeLinear]; +"350 QuantizeLinear_onnx^^Conv_1220_1" [id=350, type=QuantizeLinear]; +"351 DequantizeLinear_onnx^^Conv_1220_1" [id=351, type=DequantizeLinear]; "352 /stage3/stage3.5/branch2/branch2.0/Conv" [id=352, type=Conv]; "353 /stage3/stage3.5/branch2/branch2.2/Relu" [id=353, type=Relu]; "354 QuantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" [id=354, type=QuantizeLinear]; "355 DequantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" [id=355, type=DequantizeLinear]; -"356 QuantizeLinear_onnx^^Conv_1223_1" [id=356, label="356 QuantizeLinear_onnx::Conv_1223_1", type=QuantizeLinear]; -"357 DequantizeLinear_onnx^^Conv_1223_1" [id=357, label="357 DequantizeLinear_onnx::Conv_1223_1", type=DequantizeLinear]; +"356 QuantizeLinear_onnx^^Conv_1223_1" [id=356, type=QuantizeLinear]; +"357 DequantizeLinear_onnx^^Conv_1223_1" [id=357, type=DequantizeLinear]; "358 /stage3/stage3.5/branch2/branch2.3/Conv" [id=358, type=Conv]; "359 QuantizeLinear_/stage3/stage3.5/branch2/branch2.3/Conv_output_0_1" [id=359, type=QuantizeLinear]; "360 DequantizeLinear_/stage3/stage3.5/branch2/branch2.3/Conv_output_0_1" [id=360, type=DequantizeLinear]; -"361 QuantizeLinear_onnx^^Conv_1226_1" [id=361, label="361 QuantizeLinear_onnx::Conv_1226_1", type=QuantizeLinear]; -"362 DequantizeLinear_onnx^^Conv_1226_1" [id=362, label="362 DequantizeLinear_onnx::Conv_1226_1", type=DequantizeLinear]; +"361 QuantizeLinear_onnx^^Conv_1226_1" [id=361, type=QuantizeLinear]; +"362 DequantizeLinear_onnx^^Conv_1226_1" [id=362, type=DequantizeLinear]; "363 /stage3/stage3.5/branch2/branch2.5/Conv" [id=363, type=Conv]; "364 /stage3/stage3.5/branch2/branch2.7/Relu" [id=364, type=Relu]; "365 QuantizeLinear_/stage3/stage3.5/branch2/branch2.7/Relu_output_0_1" [id=365, type=QuantizeLinear]; @@ -386,19 +386,19 @@ strict digraph { "384 /stage3/stage3.6/Constant_5" [id=384, type=Constant]; "385 /stage3/stage3.6/Mul_1" [id=385, type=Mul]; "386 /stage3/stage3.6/Slice_1" [id=386, type=Slice]; -"387 QuantizeLinear_onnx^^Conv_1229_1" [id=387, label="387 QuantizeLinear_onnx::Conv_1229_1", type=QuantizeLinear]; -"388 DequantizeLinear_onnx^^Conv_1229_1" [id=388, label="388 DequantizeLinear_onnx::Conv_1229_1", type=DequantizeLinear]; +"387 QuantizeLinear_onnx^^Conv_1229_1" [id=387, type=QuantizeLinear]; +"388 DequantizeLinear_onnx^^Conv_1229_1" [id=388, type=DequantizeLinear]; "389 /stage3/stage3.6/branch2/branch2.0/Conv" [id=389, type=Conv]; "390 /stage3/stage3.6/branch2/branch2.2/Relu" [id=390, type=Relu]; "391 QuantizeLinear_/stage3/stage3.6/branch2/branch2.2/Relu_output_0_1" [id=391, type=QuantizeLinear]; "392 DequantizeLinear_/stage3/stage3.6/branch2/branch2.2/Relu_output_0_1" [id=392, type=DequantizeLinear]; -"393 QuantizeLinear_onnx^^Conv_1232_1" [id=393, label="393 QuantizeLinear_onnx::Conv_1232_1", type=QuantizeLinear]; -"394 DequantizeLinear_onnx^^Conv_1232_1" [id=394, label="394 DequantizeLinear_onnx::Conv_1232_1", type=DequantizeLinear]; +"393 QuantizeLinear_onnx^^Conv_1232_1" [id=393, type=QuantizeLinear]; +"394 DequantizeLinear_onnx^^Conv_1232_1" [id=394, type=DequantizeLinear]; "395 /stage3/stage3.6/branch2/branch2.3/Conv" [id=395, type=Conv]; "396 QuantizeLinear_/stage3/stage3.6/branch2/branch2.3/Conv_output_0_1" [id=396, type=QuantizeLinear]; "397 DequantizeLinear_/stage3/stage3.6/branch2/branch2.3/Conv_output_0_1" [id=397, type=DequantizeLinear]; -"398 QuantizeLinear_onnx^^Conv_1235_1" [id=398, label="398 QuantizeLinear_onnx::Conv_1235_1", type=QuantizeLinear]; -"399 DequantizeLinear_onnx^^Conv_1235_1" [id=399, label="399 DequantizeLinear_onnx::Conv_1235_1", type=DequantizeLinear]; +"398 QuantizeLinear_onnx^^Conv_1235_1" [id=398, type=QuantizeLinear]; +"399 DequantizeLinear_onnx^^Conv_1235_1" [id=399, type=DequantizeLinear]; "400 /stage3/stage3.6/branch2/branch2.5/Conv" [id=400, type=Conv]; "401 /stage3/stage3.6/branch2/branch2.7/Relu" [id=401, type=Relu]; "402 QuantizeLinear_/stage3/stage3.6/branch2/branch2.7/Relu_output_0_1" [id=402, type=QuantizeLinear]; @@ -423,19 +423,19 @@ strict digraph { "421 /stage3/stage3.7/Constant_5" [id=421, type=Constant]; "422 /stage3/stage3.7/Mul_1" [id=422, type=Mul]; "423 /stage3/stage3.7/Slice_1" [id=423, type=Slice]; -"424 QuantizeLinear_onnx^^Conv_1238_1" [id=424, label="424 QuantizeLinear_onnx::Conv_1238_1", type=QuantizeLinear]; -"425 DequantizeLinear_onnx^^Conv_1238_1" [id=425, label="425 DequantizeLinear_onnx::Conv_1238_1", type=DequantizeLinear]; +"424 QuantizeLinear_onnx^^Conv_1238_1" [id=424, type=QuantizeLinear]; +"425 DequantizeLinear_onnx^^Conv_1238_1" [id=425, type=DequantizeLinear]; "426 /stage3/stage3.7/branch2/branch2.0/Conv" [id=426, type=Conv]; "427 /stage3/stage3.7/branch2/branch2.2/Relu" [id=427, type=Relu]; "428 QuantizeLinear_/stage3/stage3.7/branch2/branch2.2/Relu_output_0_1" [id=428, type=QuantizeLinear]; "429 DequantizeLinear_/stage3/stage3.7/branch2/branch2.2/Relu_output_0_1" [id=429, type=DequantizeLinear]; -"430 QuantizeLinear_onnx^^Conv_1241_1" [id=430, label="430 QuantizeLinear_onnx::Conv_1241_1", type=QuantizeLinear]; -"431 DequantizeLinear_onnx^^Conv_1241_1" [id=431, label="431 DequantizeLinear_onnx::Conv_1241_1", type=DequantizeLinear]; +"430 QuantizeLinear_onnx^^Conv_1241_1" [id=430, type=QuantizeLinear]; +"431 DequantizeLinear_onnx^^Conv_1241_1" [id=431, type=DequantizeLinear]; "432 /stage3/stage3.7/branch2/branch2.3/Conv" [id=432, type=Conv]; "433 QuantizeLinear_/stage3/stage3.7/branch2/branch2.3/Conv_output_0_1" [id=433, type=QuantizeLinear]; "434 DequantizeLinear_/stage3/stage3.7/branch2/branch2.3/Conv_output_0_1" [id=434, type=DequantizeLinear]; -"435 QuantizeLinear_onnx^^Conv_1244_1" [id=435, label="435 QuantizeLinear_onnx::Conv_1244_1", type=QuantizeLinear]; -"436 DequantizeLinear_onnx^^Conv_1244_1" [id=436, label="436 DequantizeLinear_onnx::Conv_1244_1", type=DequantizeLinear]; +"435 QuantizeLinear_onnx^^Conv_1244_1" [id=435, type=QuantizeLinear]; +"436 DequantizeLinear_onnx^^Conv_1244_1" [id=436, type=DequantizeLinear]; "437 /stage3/stage3.7/branch2/branch2.5/Conv" [id=437, type=Conv]; "438 /stage3/stage3.7/branch2/branch2.7/Relu" [id=438, type=Relu]; "439 QuantizeLinear_/stage3/stage3.7/branch2/branch2.7/Relu_output_0_1" [id=439, type=QuantizeLinear]; @@ -446,28 +446,28 @@ strict digraph { "444 /stage3/stage3.7/Transpose" [id=444, type=Transpose]; "445 /stage3/stage3.7/Constant_7" [id=445, type=Constant]; "446 /stage3/stage3.7/Reshape_1" [id=446, type=Reshape]; -"447 QuantizeLinear_onnx^^Conv_1247_1" [id=447, label="447 QuantizeLinear_onnx::Conv_1247_1", type=QuantizeLinear]; -"448 DequantizeLinear_onnx^^Conv_1247_1" [id=448, label="448 DequantizeLinear_onnx::Conv_1247_1", type=DequantizeLinear]; +"447 QuantizeLinear_onnx^^Conv_1247_1" [id=447, type=QuantizeLinear]; +"448 DequantizeLinear_onnx^^Conv_1247_1" [id=448, type=DequantizeLinear]; "449 /stage4/stage4.0/branch1/branch1.0/Conv" [id=449, type=Conv]; "450 QuantizeLinear_/stage4/stage4.0/branch1/branch1.0/Conv_output_0_1" [id=450, type=QuantizeLinear]; "451 DequantizeLinear_/stage4/stage4.0/branch1/branch1.0/Conv_output_0_1" [id=451, type=DequantizeLinear]; -"452 QuantizeLinear_onnx^^Conv_1250_1" [id=452, label="452 QuantizeLinear_onnx::Conv_1250_1", type=QuantizeLinear]; -"453 DequantizeLinear_onnx^^Conv_1250_1" [id=453, label="453 DequantizeLinear_onnx::Conv_1250_1", type=DequantizeLinear]; +"452 QuantizeLinear_onnx^^Conv_1250_1" [id=452, type=QuantizeLinear]; +"453 DequantizeLinear_onnx^^Conv_1250_1" [id=453, type=DequantizeLinear]; "454 /stage4/stage4.0/branch1/branch1.2/Conv" [id=454, type=Conv]; "455 /stage4/stage4.0/branch1/branch1.4/Relu" [id=455, type=Relu]; -"456 QuantizeLinear_onnx^^Conv_1253_1" [id=456, label="456 QuantizeLinear_onnx::Conv_1253_1", type=QuantizeLinear]; -"457 DequantizeLinear_onnx^^Conv_1253_1" [id=457, label="457 DequantizeLinear_onnx::Conv_1253_1", type=DequantizeLinear]; +"456 QuantizeLinear_onnx^^Conv_1253_1" [id=456, type=QuantizeLinear]; +"457 DequantizeLinear_onnx^^Conv_1253_1" [id=457, type=DequantizeLinear]; "458 /stage4/stage4.0/branch2/branch2.0/Conv" [id=458, type=Conv]; "459 /stage4/stage4.0/branch2/branch2.2/Relu" [id=459, type=Relu]; "460 QuantizeLinear_/stage4/stage4.0/branch2/branch2.2/Relu_output_0_1" [id=460, type=QuantizeLinear]; "461 DequantizeLinear_/stage4/stage4.0/branch2/branch2.2/Relu_output_0_1" [id=461, type=DequantizeLinear]; -"462 QuantizeLinear_onnx^^Conv_1256_1" [id=462, label="462 QuantizeLinear_onnx::Conv_1256_1", type=QuantizeLinear]; -"463 DequantizeLinear_onnx^^Conv_1256_1" [id=463, label="463 DequantizeLinear_onnx::Conv_1256_1", type=DequantizeLinear]; +"462 QuantizeLinear_onnx^^Conv_1256_1" [id=462, type=QuantizeLinear]; +"463 DequantizeLinear_onnx^^Conv_1256_1" [id=463, type=DequantizeLinear]; "464 /stage4/stage4.0/branch2/branch2.3/Conv" [id=464, type=Conv]; "465 QuantizeLinear_/stage4/stage4.0/branch2/branch2.3/Conv_output_0_1" [id=465, type=QuantizeLinear]; "466 DequantizeLinear_/stage4/stage4.0/branch2/branch2.3/Conv_output_0_1" [id=466, type=DequantizeLinear]; -"467 QuantizeLinear_onnx^^Conv_1259_1" [id=467, label="467 QuantizeLinear_onnx::Conv_1259_1", type=QuantizeLinear]; -"468 DequantizeLinear_onnx^^Conv_1259_1" [id=468, label="468 DequantizeLinear_onnx::Conv_1259_1", type=DequantizeLinear]; +"467 QuantizeLinear_onnx^^Conv_1259_1" [id=467, type=QuantizeLinear]; +"468 DequantizeLinear_onnx^^Conv_1259_1" [id=468, type=DequantizeLinear]; "469 /stage4/stage4.0/branch2/branch2.5/Conv" [id=469, type=Conv]; "470 /stage4/stage4.0/branch2/branch2.7/Relu" [id=470, type=Relu]; "471 QuantizeLinear_/stage4/stage4.0/branch1/branch1.4/Relu_output_0_1" [id=471, type=QuantizeLinear]; @@ -494,19 +494,19 @@ strict digraph { "492 /stage4/stage4.1/Constant_5" [id=492, type=Constant]; "493 /stage4/stage4.1/Mul_1" [id=493, type=Mul]; "494 /stage4/stage4.1/Slice_1" [id=494, type=Slice]; -"495 QuantizeLinear_onnx^^Conv_1262_1" [id=495, label="495 QuantizeLinear_onnx::Conv_1262_1", type=QuantizeLinear]; -"496 DequantizeLinear_onnx^^Conv_1262_1" [id=496, label="496 DequantizeLinear_onnx::Conv_1262_1", type=DequantizeLinear]; +"495 QuantizeLinear_onnx^^Conv_1262_1" [id=495, type=QuantizeLinear]; +"496 DequantizeLinear_onnx^^Conv_1262_1" [id=496, type=DequantizeLinear]; "497 /stage4/stage4.1/branch2/branch2.0/Conv" [id=497, type=Conv]; "498 /stage4/stage4.1/branch2/branch2.2/Relu" [id=498, type=Relu]; "499 QuantizeLinear_/stage4/stage4.1/branch2/branch2.2/Relu_output_0_1" [id=499, type=QuantizeLinear]; "500 DequantizeLinear_/stage4/stage4.1/branch2/branch2.2/Relu_output_0_1" [id=500, type=DequantizeLinear]; -"501 QuantizeLinear_onnx^^Conv_1265_1" [id=501, label="501 QuantizeLinear_onnx::Conv_1265_1", type=QuantizeLinear]; -"502 DequantizeLinear_onnx^^Conv_1265_1" [id=502, label="502 DequantizeLinear_onnx::Conv_1265_1", type=DequantizeLinear]; +"501 QuantizeLinear_onnx^^Conv_1265_1" [id=501, type=QuantizeLinear]; +"502 DequantizeLinear_onnx^^Conv_1265_1" [id=502, type=DequantizeLinear]; "503 /stage4/stage4.1/branch2/branch2.3/Conv" [id=503, type=Conv]; "504 QuantizeLinear_/stage4/stage4.1/branch2/branch2.3/Conv_output_0_1" [id=504, type=QuantizeLinear]; "505 DequantizeLinear_/stage4/stage4.1/branch2/branch2.3/Conv_output_0_1" [id=505, type=DequantizeLinear]; -"506 QuantizeLinear_onnx^^Conv_1268_1" [id=506, label="506 QuantizeLinear_onnx::Conv_1268_1", type=QuantizeLinear]; -"507 DequantizeLinear_onnx^^Conv_1268_1" [id=507, label="507 DequantizeLinear_onnx::Conv_1268_1", type=DequantizeLinear]; +"506 QuantizeLinear_onnx^^Conv_1268_1" [id=506, type=QuantizeLinear]; +"507 DequantizeLinear_onnx^^Conv_1268_1" [id=507, type=DequantizeLinear]; "508 /stage4/stage4.1/branch2/branch2.5/Conv" [id=508, type=Conv]; "509 /stage4/stage4.1/branch2/branch2.7/Relu" [id=509, type=Relu]; "510 QuantizeLinear_/stage4/stage4.1/branch2/branch2.7/Relu_output_0_1" [id=510, type=QuantizeLinear]; @@ -531,19 +531,19 @@ strict digraph { "529 /stage4/stage4.2/Constant_5" [id=529, type=Constant]; "530 /stage4/stage4.2/Mul_1" [id=530, type=Mul]; "531 /stage4/stage4.2/Slice_1" [id=531, type=Slice]; -"532 QuantizeLinear_onnx^^Conv_1271_1" [id=532, label="532 QuantizeLinear_onnx::Conv_1271_1", type=QuantizeLinear]; -"533 DequantizeLinear_onnx^^Conv_1271_1" [id=533, label="533 DequantizeLinear_onnx::Conv_1271_1", type=DequantizeLinear]; +"532 QuantizeLinear_onnx^^Conv_1271_1" [id=532, type=QuantizeLinear]; +"533 DequantizeLinear_onnx^^Conv_1271_1" [id=533, type=DequantizeLinear]; "534 /stage4/stage4.2/branch2/branch2.0/Conv" [id=534, type=Conv]; "535 /stage4/stage4.2/branch2/branch2.2/Relu" [id=535, type=Relu]; "536 QuantizeLinear_/stage4/stage4.2/branch2/branch2.2/Relu_output_0_1" [id=536, type=QuantizeLinear]; "537 DequantizeLinear_/stage4/stage4.2/branch2/branch2.2/Relu_output_0_1" [id=537, type=DequantizeLinear]; -"538 QuantizeLinear_onnx^^Conv_1274_1" [id=538, label="538 QuantizeLinear_onnx::Conv_1274_1", type=QuantizeLinear]; -"539 DequantizeLinear_onnx^^Conv_1274_1" [id=539, label="539 DequantizeLinear_onnx::Conv_1274_1", type=DequantizeLinear]; +"538 QuantizeLinear_onnx^^Conv_1274_1" [id=538, type=QuantizeLinear]; +"539 DequantizeLinear_onnx^^Conv_1274_1" [id=539, type=DequantizeLinear]; "540 /stage4/stage4.2/branch2/branch2.3/Conv" [id=540, type=Conv]; "541 QuantizeLinear_/stage4/stage4.2/branch2/branch2.3/Conv_output_0_1" [id=541, type=QuantizeLinear]; "542 DequantizeLinear_/stage4/stage4.2/branch2/branch2.3/Conv_output_0_1" [id=542, type=DequantizeLinear]; -"543 QuantizeLinear_onnx^^Conv_1277_1" [id=543, label="543 QuantizeLinear_onnx::Conv_1277_1", type=QuantizeLinear]; -"544 DequantizeLinear_onnx^^Conv_1277_1" [id=544, label="544 DequantizeLinear_onnx::Conv_1277_1", type=DequantizeLinear]; +"543 QuantizeLinear_onnx^^Conv_1277_1" [id=543, type=QuantizeLinear]; +"544 DequantizeLinear_onnx^^Conv_1277_1" [id=544, type=DequantizeLinear]; "545 /stage4/stage4.2/branch2/branch2.5/Conv" [id=545, type=Conv]; "546 /stage4/stage4.2/branch2/branch2.7/Relu" [id=546, type=Relu]; "547 QuantizeLinear_/stage4/stage4.2/branch2/branch2.7/Relu_output_0_1" [id=547, type=QuantizeLinear]; @@ -568,19 +568,19 @@ strict digraph { "566 /stage4/stage4.3/Constant_5" [id=566, type=Constant]; "567 /stage4/stage4.3/Mul_1" [id=567, type=Mul]; "568 /stage4/stage4.3/Slice_1" [id=568, type=Slice]; -"569 QuantizeLinear_onnx^^Conv_1280_1" [id=569, label="569 QuantizeLinear_onnx::Conv_1280_1", type=QuantizeLinear]; -"570 DequantizeLinear_onnx^^Conv_1280_1" [id=570, label="570 DequantizeLinear_onnx::Conv_1280_1", type=DequantizeLinear]; +"569 QuantizeLinear_onnx^^Conv_1280_1" [id=569, type=QuantizeLinear]; +"570 DequantizeLinear_onnx^^Conv_1280_1" [id=570, type=DequantizeLinear]; "571 /stage4/stage4.3/branch2/branch2.0/Conv" [id=571, type=Conv]; "572 /stage4/stage4.3/branch2/branch2.2/Relu" [id=572, type=Relu]; "573 QuantizeLinear_/stage4/stage4.3/branch2/branch2.2/Relu_output_0_1" [id=573, type=QuantizeLinear]; "574 DequantizeLinear_/stage4/stage4.3/branch2/branch2.2/Relu_output_0_1" [id=574, type=DequantizeLinear]; -"575 QuantizeLinear_onnx^^Conv_1283_1" [id=575, label="575 QuantizeLinear_onnx::Conv_1283_1", type=QuantizeLinear]; -"576 DequantizeLinear_onnx^^Conv_1283_1" [id=576, label="576 DequantizeLinear_onnx::Conv_1283_1", type=DequantizeLinear]; +"575 QuantizeLinear_onnx^^Conv_1283_1" [id=575, type=QuantizeLinear]; +"576 DequantizeLinear_onnx^^Conv_1283_1" [id=576, type=DequantizeLinear]; "577 /stage4/stage4.3/branch2/branch2.3/Conv" [id=577, type=Conv]; "578 QuantizeLinear_/stage4/stage4.3/branch2/branch2.3/Conv_output_0_1" [id=578, type=QuantizeLinear]; "579 DequantizeLinear_/stage4/stage4.3/branch2/branch2.3/Conv_output_0_1" [id=579, type=DequantizeLinear]; -"580 QuantizeLinear_onnx^^Conv_1286_1" [id=580, label="580 QuantizeLinear_onnx::Conv_1286_1", type=QuantizeLinear]; -"581 DequantizeLinear_onnx^^Conv_1286_1" [id=581, label="581 DequantizeLinear_onnx::Conv_1286_1", type=DequantizeLinear]; +"580 QuantizeLinear_onnx^^Conv_1286_1" [id=580, type=QuantizeLinear]; +"581 DequantizeLinear_onnx^^Conv_1286_1" [id=581, type=DequantizeLinear]; "582 /stage4/stage4.3/branch2/branch2.5/Conv" [id=582, type=Conv]; "583 /stage4/stage4.3/branch2/branch2.7/Relu" [id=583, type=Relu]; "584 QuantizeLinear_/stage4/stage4.3/branch2/branch2.7/Relu_output_0_1" [id=584, type=QuantizeLinear]; @@ -591,8 +591,8 @@ strict digraph { "589 /stage4/stage4.3/Transpose" [id=589, type=Transpose]; "590 /stage4/stage4.3/Constant_7" [id=590, type=Constant]; "591 /stage4/stage4.3/Reshape_1" [id=591, type=Reshape]; -"592 QuantizeLinear_onnx^^Conv_1289_1" [id=592, label="592 QuantizeLinear_onnx::Conv_1289_1", type=QuantizeLinear]; -"593 DequantizeLinear_onnx^^Conv_1289_1" [id=593, label="593 DequantizeLinear_onnx::Conv_1289_1", type=DequantizeLinear]; +"592 QuantizeLinear_onnx^^Conv_1289_1" [id=592, type=QuantizeLinear]; +"593 DequantizeLinear_onnx^^Conv_1289_1" [id=593, type=DequantizeLinear]; "594 /conv5/conv5.0/Conv" [id=594, type=Conv]; "595 /conv5/conv5.2/Relu" [id=595, type=Relu]; "596 QuantizeLinear_/conv5/conv5.2/Relu_output_0_1" [id=596, type=QuantizeLinear]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/googlenet-v3-pytorch.dot b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/googlenet-v3-pytorch.dot index 508b31bcc30..254d4505136 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/googlenet-v3-pytorch.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/googlenet-v3-pytorch.dot @@ -318,195 +318,195 @@ strict digraph { "316 Constant_1730" [id=316, type=Constant]; "317 Range_1726" [id=317, type=Constant]; "318 Reshape_1714" [id=318, type=Constant]; -"319 onnx^^Conv_1170" [id=319, label="319 onnx::Conv_1170", type=Constant]; +"319 onnx^^Conv_1170" [id=319, type=Constant]; "320 Reshape_1568" [id=320, type=Constant]; -"321 onnx^^Conv_1143" [id=321, label="321 onnx::Conv_1143", type=Constant]; +"321 onnx^^Conv_1143" [id=321, type=Constant]; "322 Reshape_1324" [id=322, type=Constant]; -"323 onnx^^Conv_1098" [id=323, label="323 onnx::Conv_1098", type=Constant]; +"323 onnx^^Conv_1098" [id=323, type=Constant]; "324 Reshape_1162" [id=324, type=Constant]; -"325 onnx^^Conv_1068" [id=325, label="325 onnx::Conv_1068", type=Constant]; +"325 onnx^^Conv_1068" [id=325, type=Constant]; "326 Reshape_1000" [id=326, type=Constant]; -"327 onnx^^Conv_1038" [id=327, label="327 onnx::Conv_1038", type=Constant]; +"327 onnx^^Conv_1038" [id=327, type=Constant]; "328 Reshape_838" [id=328, type=Constant]; -"329 onnx^^Conv_1008" [id=329, label="329 onnx::Conv_1008", type=Constant]; +"329 onnx^^Conv_1008" [id=329, type=Constant]; "330 Reshape_610" [id=330, type=Constant]; -"331 onnx^^Conv_966" [id=331, label="331 onnx::Conv_966", type=Constant]; +"331 onnx^^Conv_966" [id=331, type=Constant]; "332 Reshape_496" [id=332, type=Constant]; -"333 onnx^^Conv_945" [id=333, label="333 onnx::Conv_945", type=Constant]; +"333 onnx^^Conv_945" [id=333, type=Constant]; "334 Reshape_382" [id=334, type=Constant]; -"335 onnx^^Conv_924" [id=335, label="335 onnx::Conv_924", type=Constant]; +"335 onnx^^Conv_924" [id=335, type=Constant]; "336 Reshape_268" [id=336, type=Constant]; -"337 onnx^^Conv_903" [id=337, label="337 onnx::Conv_903", type=Constant]; +"337 onnx^^Conv_903" [id=337, type=Constant]; "338 Reshape_252" [id=338, type=Constant]; -"339 onnx^^Conv_900" [id=339, label="339 onnx::Conv_900", type=Constant]; +"339 onnx^^Conv_900" [id=339, type=Constant]; "340 Reshape_235" [id=340, type=Constant]; -"341 onnx^^Conv_897" [id=341, label="341 onnx::Conv_897", type=Constant]; +"341 onnx^^Conv_897" [id=341, type=Constant]; "342 Reshape_219" [id=342, type=Constant]; -"343 onnx^^Conv_894" [id=343, label="343 onnx::Conv_894", type=Constant]; +"343 onnx^^Conv_894" [id=343, type=Constant]; "344 Reshape_203" [id=344, type=Constant]; "345 Gather_4104" [id=345, type=Constant]; "346 Gather_4101" [id=346, type=Constant]; "347 Gather_4098" [id=347, type=Constant]; "348 Reshape_365" [id=348, type=Constant]; -"349 onnx^^Conv_921" [id=349, label="349 onnx::Conv_921", type=Constant]; +"349 onnx^^Conv_921" [id=349, type=Constant]; "350 Reshape_349" [id=350, type=Constant]; -"351 onnx^^Conv_918" [id=351, label="351 onnx::Conv_918", type=Constant]; +"351 onnx^^Conv_918" [id=351, type=Constant]; "352 Reshape_333" [id=352, type=Constant]; -"353 onnx^^Conv_915" [id=353, label="353 onnx::Conv_915", type=Constant]; +"353 onnx^^Conv_915" [id=353, type=Constant]; "354 Reshape_317" [id=354, type=Constant]; -"355 onnx^^Conv_912" [id=355, label="355 onnx::Conv_912", type=Constant]; +"355 onnx^^Conv_912" [id=355, type=Constant]; "356 Reshape_301" [id=356, type=Constant]; -"357 onnx^^Conv_909" [id=357, label="357 onnx::Conv_909", type=Constant]; +"357 onnx^^Conv_909" [id=357, type=Constant]; "358 Reshape_285" [id=358, type=Constant]; -"359 onnx^^Conv_906" [id=359, label="359 onnx::Conv_906", type=Constant]; +"359 onnx^^Conv_906" [id=359, type=Constant]; "360 Reshape_479" [id=360, type=Constant]; -"361 onnx^^Conv_942" [id=361, label="361 onnx::Conv_942", type=Constant]; +"361 onnx^^Conv_942" [id=361, type=Constant]; "362 Reshape_463" [id=362, type=Constant]; -"363 onnx^^Conv_939" [id=363, label="363 onnx::Conv_939", type=Constant]; +"363 onnx^^Conv_939" [id=363, type=Constant]; "364 Reshape_447" [id=364, type=Constant]; -"365 onnx^^Conv_936" [id=365, label="365 onnx::Conv_936", type=Constant]; +"365 onnx^^Conv_936" [id=365, type=Constant]; "366 Reshape_431" [id=366, type=Constant]; -"367 onnx^^Conv_933" [id=367, label="367 onnx::Conv_933", type=Constant]; +"367 onnx^^Conv_933" [id=367, type=Constant]; "368 Reshape_415" [id=368, type=Constant]; -"369 onnx^^Conv_930" [id=369, label="369 onnx::Conv_930", type=Constant]; +"369 onnx^^Conv_930" [id=369, type=Constant]; "370 Reshape_399" [id=370, type=Constant]; -"371 onnx^^Conv_927" [id=371, label="371 onnx::Conv_927", type=Constant]; +"371 onnx^^Conv_927" [id=371, type=Constant]; "372 Reshape_593" [id=372, type=Constant]; -"373 onnx^^Conv_963" [id=373, label="373 onnx::Conv_963", type=Constant]; +"373 onnx^^Conv_963" [id=373, type=Constant]; "374 Reshape_577" [id=374, type=Constant]; -"375 onnx^^Conv_960" [id=375, label="375 onnx::Conv_960", type=Constant]; +"375 onnx^^Conv_960" [id=375, type=Constant]; "376 Reshape_561" [id=376, type=Constant]; -"377 onnx^^Conv_957" [id=377, label="377 onnx::Conv_957", type=Constant]; +"377 onnx^^Conv_957" [id=377, type=Constant]; "378 Reshape_545" [id=378, type=Constant]; -"379 onnx^^Conv_954" [id=379, label="379 onnx::Conv_954", type=Constant]; +"379 onnx^^Conv_954" [id=379, type=Constant]; "380 Reshape_529" [id=380, type=Constant]; -"381 onnx^^Conv_951" [id=381, label="381 onnx::Conv_951", type=Constant]; +"381 onnx^^Conv_951" [id=381, type=Constant]; "382 Reshape_513" [id=382, type=Constant]; -"383 onnx^^Conv_948" [id=383, label="383 onnx::Conv_948", type=Constant]; +"383 onnx^^Conv_948" [id=383, type=Constant]; "384 Reshape_675" [id=384, type=Constant]; -"385 onnx^^Conv_978" [id=385, label="385 onnx::Conv_978", type=Constant]; +"385 onnx^^Conv_978" [id=385, type=Constant]; "386 Reshape_659" [id=386, type=Constant]; -"387 onnx^^Conv_975" [id=387, label="387 onnx::Conv_975", type=Constant]; +"387 onnx^^Conv_975" [id=387, type=Constant]; "388 Reshape_643" [id=388, type=Constant]; -"389 onnx^^Conv_972" [id=389, label="389 onnx::Conv_972", type=Constant]; +"389 onnx^^Conv_972" [id=389, type=Constant]; "390 Reshape_627" [id=390, type=Constant]; -"391 onnx^^Conv_969" [id=391, label="391 onnx::Conv_969", type=Constant]; +"391 onnx^^Conv_969" [id=391, type=Constant]; "392 Reshape_821" [id=392, type=Constant]; -"393 onnx^^Conv_1005" [id=393, label="393 onnx::Conv_1005", type=Constant]; +"393 onnx^^Conv_1005" [id=393, type=Constant]; "394 Reshape_805" [id=394, type=Constant]; -"395 onnx^^Conv_1002" [id=395, label="395 onnx::Conv_1002", type=Constant]; +"395 onnx^^Conv_1002" [id=395, type=Constant]; "396 Reshape_789" [id=396, type=Constant]; -"397 onnx^^Conv_999" [id=397, label="397 onnx::Conv_999", type=Constant]; +"397 onnx^^Conv_999" [id=397, type=Constant]; "398 Reshape_773" [id=398, type=Constant]; -"399 onnx^^Conv_996" [id=399, label="399 onnx::Conv_996", type=Constant]; +"399 onnx^^Conv_996" [id=399, type=Constant]; "400 Reshape_757" [id=400, type=Constant]; -"401 onnx^^Conv_993" [id=401, label="401 onnx::Conv_993", type=Constant]; +"401 onnx^^Conv_993" [id=401, type=Constant]; "402 Reshape_741" [id=402, type=Constant]; -"403 onnx^^Conv_990" [id=403, label="403 onnx::Conv_990", type=Constant]; +"403 onnx^^Conv_990" [id=403, type=Constant]; "404 Reshape_725" [id=404, type=Constant]; -"405 onnx^^Conv_987" [id=405, label="405 onnx::Conv_987", type=Constant]; +"405 onnx^^Conv_987" [id=405, type=Constant]; "406 Reshape_709" [id=406, type=Constant]; -"407 onnx^^Conv_984" [id=407, label="407 onnx::Conv_984", type=Constant]; +"407 onnx^^Conv_984" [id=407, type=Constant]; "408 Reshape_693" [id=408, type=Constant]; -"409 onnx^^Conv_981" [id=409, label="409 onnx::Conv_981", type=Constant]; +"409 onnx^^Conv_981" [id=409, type=Constant]; "410 Reshape_983" [id=410, type=Constant]; -"411 onnx^^Conv_1035" [id=411, label="411 onnx::Conv_1035", type=Constant]; +"411 onnx^^Conv_1035" [id=411, type=Constant]; "412 Reshape_967" [id=412, type=Constant]; -"413 onnx^^Conv_1032" [id=413, label="413 onnx::Conv_1032", type=Constant]; +"413 onnx^^Conv_1032" [id=413, type=Constant]; "414 Reshape_951" [id=414, type=Constant]; -"415 onnx^^Conv_1029" [id=415, label="415 onnx::Conv_1029", type=Constant]; +"415 onnx^^Conv_1029" [id=415, type=Constant]; "416 Reshape_935" [id=416, type=Constant]; -"417 onnx^^Conv_1026" [id=417, label="417 onnx::Conv_1026", type=Constant]; +"417 onnx^^Conv_1026" [id=417, type=Constant]; "418 Reshape_919" [id=418, type=Constant]; -"419 onnx^^Conv_1023" [id=419, label="419 onnx::Conv_1023", type=Constant]; +"419 onnx^^Conv_1023" [id=419, type=Constant]; "420 Reshape_903" [id=420, type=Constant]; -"421 onnx^^Conv_1020" [id=421, label="421 onnx::Conv_1020", type=Constant]; +"421 onnx^^Conv_1020" [id=421, type=Constant]; "422 Reshape_887" [id=422, type=Constant]; -"423 onnx^^Conv_1017" [id=423, label="423 onnx::Conv_1017", type=Constant]; +"423 onnx^^Conv_1017" [id=423, type=Constant]; "424 Reshape_871" [id=424, type=Constant]; -"425 onnx^^Conv_1014" [id=425, label="425 onnx::Conv_1014", type=Constant]; +"425 onnx^^Conv_1014" [id=425, type=Constant]; "426 Reshape_855" [id=426, type=Constant]; -"427 onnx^^Conv_1011" [id=427, label="427 onnx::Conv_1011", type=Constant]; +"427 onnx^^Conv_1011" [id=427, type=Constant]; "428 Reshape_1145" [id=428, type=Constant]; -"429 onnx^^Conv_1065" [id=429, label="429 onnx::Conv_1065", type=Constant]; +"429 onnx^^Conv_1065" [id=429, type=Constant]; "430 Reshape_1129" [id=430, type=Constant]; -"431 onnx^^Conv_1062" [id=431, label="431 onnx::Conv_1062", type=Constant]; +"431 onnx^^Conv_1062" [id=431, type=Constant]; "432 Reshape_1113" [id=432, type=Constant]; -"433 onnx^^Conv_1059" [id=433, label="433 onnx::Conv_1059", type=Constant]; +"433 onnx^^Conv_1059" [id=433, type=Constant]; "434 Reshape_1097" [id=434, type=Constant]; -"435 onnx^^Conv_1056" [id=435, label="435 onnx::Conv_1056", type=Constant]; +"435 onnx^^Conv_1056" [id=435, type=Constant]; "436 Reshape_1081" [id=436, type=Constant]; -"437 onnx^^Conv_1053" [id=437, label="437 onnx::Conv_1053", type=Constant]; +"437 onnx^^Conv_1053" [id=437, type=Constant]; "438 Reshape_1065" [id=438, type=Constant]; -"439 onnx^^Conv_1050" [id=439, label="439 onnx::Conv_1050", type=Constant]; +"439 onnx^^Conv_1050" [id=439, type=Constant]; "440 Reshape_1049" [id=440, type=Constant]; -"441 onnx^^Conv_1047" [id=441, label="441 onnx::Conv_1047", type=Constant]; +"441 onnx^^Conv_1047" [id=441, type=Constant]; "442 Reshape_1033" [id=442, type=Constant]; -"443 onnx^^Conv_1044" [id=443, label="443 onnx::Conv_1044", type=Constant]; +"443 onnx^^Conv_1044" [id=443, type=Constant]; "444 Reshape_1017" [id=444, type=Constant]; -"445 onnx^^Conv_1041" [id=445, label="445 onnx::Conv_1041", type=Constant]; +"445 onnx^^Conv_1041" [id=445, type=Constant]; "446 Reshape_1307" [id=446, type=Constant]; -"447 onnx^^Conv_1095" [id=447, label="447 onnx::Conv_1095", type=Constant]; +"447 onnx^^Conv_1095" [id=447, type=Constant]; "448 Reshape_1291" [id=448, type=Constant]; -"449 onnx^^Conv_1092" [id=449, label="449 onnx::Conv_1092", type=Constant]; +"449 onnx^^Conv_1092" [id=449, type=Constant]; "450 Reshape_1275" [id=450, type=Constant]; -"451 onnx^^Conv_1089" [id=451, label="451 onnx::Conv_1089", type=Constant]; +"451 onnx^^Conv_1089" [id=451, type=Constant]; "452 Reshape_1259" [id=452, type=Constant]; -"453 onnx^^Conv_1086" [id=453, label="453 onnx::Conv_1086", type=Constant]; +"453 onnx^^Conv_1086" [id=453, type=Constant]; "454 Reshape_1243" [id=454, type=Constant]; -"455 onnx^^Conv_1083" [id=455, label="455 onnx::Conv_1083", type=Constant]; +"455 onnx^^Conv_1083" [id=455, type=Constant]; "456 Reshape_1227" [id=456, type=Constant]; -"457 onnx^^Conv_1080" [id=457, label="457 onnx::Conv_1080", type=Constant]; +"457 onnx^^Conv_1080" [id=457, type=Constant]; "458 Reshape_1211" [id=458, type=Constant]; -"459 onnx^^Conv_1077" [id=459, label="459 onnx::Conv_1077", type=Constant]; +"459 onnx^^Conv_1077" [id=459, type=Constant]; "460 Reshape_1195" [id=460, type=Constant]; -"461 onnx^^Conv_1074" [id=461, label="461 onnx::Conv_1074", type=Constant]; +"461 onnx^^Conv_1074" [id=461, type=Constant]; "462 Reshape_1179" [id=462, type=Constant]; -"463 onnx^^Conv_1071" [id=463, label="463 onnx::Conv_1071", type=Constant]; +"463 onnx^^Conv_1071" [id=463, type=Constant]; "464 Reshape_1421" [id=464, type=Constant]; -"465 onnx^^Conv_1116" [id=465, label="465 onnx::Conv_1116", type=Constant]; +"465 onnx^^Conv_1116" [id=465, type=Constant]; "466 Reshape_1405" [id=466, type=Constant]; -"467 onnx^^Conv_1113" [id=467, label="467 onnx::Conv_1113", type=Constant]; +"467 onnx^^Conv_1113" [id=467, type=Constant]; "468 Reshape_1389" [id=468, type=Constant]; -"469 onnx^^Conv_1110" [id=469, label="469 onnx::Conv_1110", type=Constant]; +"469 onnx^^Conv_1110" [id=469, type=Constant]; "470 Reshape_1373" [id=470, type=Constant]; -"471 onnx^^Conv_1107" [id=471, label="471 onnx::Conv_1107", type=Constant]; +"471 onnx^^Conv_1107" [id=471, type=Constant]; "472 Reshape_1357" [id=472, type=Constant]; -"473 onnx^^Conv_1104" [id=473, label="473 onnx::Conv_1104", type=Constant]; +"473 onnx^^Conv_1104" [id=473, type=Constant]; "474 Reshape_1341" [id=474, type=Constant]; -"475 onnx^^Conv_1101" [id=475, label="475 onnx::Conv_1101", type=Constant]; +"475 onnx^^Conv_1101" [id=475, type=Constant]; "476 Reshape_1551" [id=476, type=Constant]; -"477 onnx^^Conv_1140" [id=477, label="477 onnx::Conv_1140", type=Constant]; +"477 onnx^^Conv_1140" [id=477, type=Constant]; "478 Reshape_1519" [id=478, type=Constant]; -"479 onnx^^Conv_1134" [id=479, label="479 onnx::Conv_1134", type=Constant]; +"479 onnx^^Conv_1134" [id=479, type=Constant]; "480 Reshape_1503" [id=480, type=Constant]; -"481 onnx^^Conv_1131" [id=481, label="481 onnx::Conv_1131", type=Constant]; +"481 onnx^^Conv_1131" [id=481, type=Constant]; "482 Reshape_1535" [id=482, type=Constant]; -"483 onnx^^Conv_1137" [id=483, label="483 onnx::Conv_1137", type=Constant]; +"483 onnx^^Conv_1137" [id=483, type=Constant]; "484 Reshape_1487" [id=484, type=Constant]; -"485 onnx^^Conv_1128" [id=485, label="485 onnx::Conv_1128", type=Constant]; +"485 onnx^^Conv_1128" [id=485, type=Constant]; "486 Reshape_1455" [id=486, type=Constant]; -"487 onnx^^Conv_1122" [id=487, label="487 onnx::Conv_1122", type=Constant]; +"487 onnx^^Conv_1122" [id=487, type=Constant]; "488 Reshape_1471" [id=488, type=Constant]; -"489 onnx^^Conv_1125" [id=489, label="489 onnx::Conv_1125", type=Constant]; +"489 onnx^^Conv_1125" [id=489, type=Constant]; "490 Reshape_1439" [id=490, type=Constant]; -"491 onnx^^Conv_1119" [id=491, label="491 onnx::Conv_1119", type=Constant]; +"491 onnx^^Conv_1119" [id=491, type=Constant]; "492 Reshape_1697" [id=492, type=Constant]; -"493 onnx^^Conv_1167" [id=493, label="493 onnx::Conv_1167", type=Constant]; +"493 onnx^^Conv_1167" [id=493, type=Constant]; "494 Reshape_1665" [id=494, type=Constant]; -"495 onnx^^Conv_1161" [id=495, label="495 onnx::Conv_1161", type=Constant]; +"495 onnx^^Conv_1161" [id=495, type=Constant]; "496 Reshape_1649" [id=496, type=Constant]; -"497 onnx^^Conv_1158" [id=497, label="497 onnx::Conv_1158", type=Constant]; +"497 onnx^^Conv_1158" [id=497, type=Constant]; "498 Reshape_1681" [id=498, type=Constant]; -"499 onnx^^Conv_1164" [id=499, label="499 onnx::Conv_1164", type=Constant]; +"499 onnx^^Conv_1164" [id=499, type=Constant]; "500 Reshape_1633" [id=500, type=Constant]; -"501 onnx^^Conv_1155" [id=501, label="501 onnx::Conv_1155", type=Constant]; +"501 onnx^^Conv_1155" [id=501, type=Constant]; "502 Reshape_1601" [id=502, type=Constant]; -"503 onnx^^Conv_1149" [id=503, label="503 onnx::Conv_1149", type=Constant]; +"503 onnx^^Conv_1149" [id=503, type=Constant]; "504 Reshape_1617" [id=504, type=Constant]; -"505 onnx^^Conv_1152" [id=505, label="505 onnx::Conv_1152", type=Constant]; +"505 onnx^^Conv_1152" [id=505, type=Constant]; "506 Reshape_1585" [id=506, type=Constant]; -"507 onnx^^Conv_1146" [id=507, label="507 onnx::Conv_1146", type=Constant]; +"507 onnx^^Conv_1146" [id=507, type=Constant]; "0 data" -> "1 Multiply_4031" [label="[1, 3, 299, 299]", style=solid]; "1 Multiply_4031" -> "2 Divide_1751" [label="[1, 3, 299, 299]", style=solid]; "2 Divide_1751" -> "3 /Conv2d_1a_3x3/conv/Conv/WithoutBiases" [label="[1, 3, 299, 299]", style=solid]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/mobilenet-v2-pytorch.dot b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/mobilenet-v2-pytorch.dot index 32c7ca54b45..e43a7dd18da 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/mobilenet-v2-pytorch.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/mobilenet-v2-pytorch.dot @@ -161,105 +161,105 @@ strict digraph { "159 Constant_1864" [id=159, type=Constant]; "160 Range_1860" [id=160, type=Constant]; "161 Reshape_1846" [id=161, type=Constant]; -"162 onnx^^Conv_691" [id=162, label="162 onnx::Conv_691", type=Constant]; +"162 onnx^^Conv_691" [id=162, type=Constant]; "163 Reshape_1831" [id=163, type=Constant]; -"164 onnx^^Conv_688" [id=164, label="164 onnx::Conv_688", type=Constant]; +"164 onnx^^Conv_688" [id=164, type=Constant]; "165 Reshape_1812" [id=165, type=Constant]; "166 Reshape_1760" [id=166, type=Constant]; "167 Reshape_1745" [id=167, type=Constant]; -"168 onnx^^Conv_682" [id=168, label="168 onnx::Conv_682", type=Constant]; +"168 onnx^^Conv_682" [id=168, type=Constant]; "169 Reshape_1729" [id=169, type=Constant]; -"170 onnx^^Conv_679" [id=170, label="170 onnx::Conv_679", type=Constant]; +"170 onnx^^Conv_679" [id=170, type=Constant]; "171 Reshape_1710" [id=171, type=Constant]; "172 Reshape_1658" [id=172, type=Constant]; "173 Reshape_1643" [id=173, type=Constant]; -"174 onnx^^Conv_673" [id=174, label="174 onnx::Conv_673", type=Constant]; +"174 onnx^^Conv_673" [id=174, type=Constant]; "175 Reshape_1627" [id=175, type=Constant]; -"176 onnx^^Conv_670" [id=176, label="176 onnx::Conv_670", type=Constant]; +"176 onnx^^Conv_670" [id=176, type=Constant]; "177 Reshape_1608" [id=177, type=Constant]; "178 Reshape_1556" [id=178, type=Constant]; "179 Reshape_1541" [id=179, type=Constant]; -"180 onnx^^Conv_664" [id=180, label="180 onnx::Conv_664", type=Constant]; +"180 onnx^^Conv_664" [id=180, type=Constant]; "181 Reshape_1526" [id=181, type=Constant]; -"182 onnx^^Conv_661" [id=182, label="182 onnx::Conv_661", type=Constant]; +"182 onnx^^Conv_661" [id=182, type=Constant]; "183 Reshape_1507" [id=183, type=Constant]; "184 Reshape_1455" [id=184, type=Constant]; "185 Reshape_1440" [id=185, type=Constant]; -"186 onnx^^Conv_655" [id=186, label="186 onnx::Conv_655", type=Constant]; +"186 onnx^^Conv_655" [id=186, type=Constant]; "187 Reshape_1424" [id=187, type=Constant]; -"188 onnx^^Conv_652" [id=188, label="188 onnx::Conv_652", type=Constant]; +"188 onnx^^Conv_652" [id=188, type=Constant]; "189 Reshape_1405" [id=189, type=Constant]; "190 Reshape_1353" [id=190, type=Constant]; "191 Reshape_1338" [id=191, type=Constant]; -"192 onnx^^Conv_646" [id=192, label="192 onnx::Conv_646", type=Constant]; +"192 onnx^^Conv_646" [id=192, type=Constant]; "193 Reshape_1322" [id=193, type=Constant]; -"194 onnx^^Conv_643" [id=194, label="194 onnx::Conv_643", type=Constant]; +"194 onnx^^Conv_643" [id=194, type=Constant]; "195 Reshape_1303" [id=195, type=Constant]; "196 Reshape_1251" [id=196, type=Constant]; "197 Reshape_1236" [id=197, type=Constant]; -"198 onnx^^Conv_637" [id=198, label="198 onnx::Conv_637", type=Constant]; +"198 onnx^^Conv_637" [id=198, type=Constant]; "199 Reshape_1221" [id=199, type=Constant]; -"200 onnx^^Conv_634" [id=200, label="200 onnx::Conv_634", type=Constant]; +"200 onnx^^Conv_634" [id=200, type=Constant]; "201 Reshape_1202" [id=201, type=Constant]; "202 Reshape_1150" [id=202, type=Constant]; "203 Reshape_1135" [id=203, type=Constant]; -"204 onnx^^Conv_628" [id=204, label="204 onnx::Conv_628", type=Constant]; +"204 onnx^^Conv_628" [id=204, type=Constant]; "205 Reshape_1119" [id=205, type=Constant]; -"206 onnx^^Conv_625" [id=206, label="206 onnx::Conv_625", type=Constant]; +"206 onnx^^Conv_625" [id=206, type=Constant]; "207 Reshape_1100" [id=207, type=Constant]; "208 Reshape_1048" [id=208, type=Constant]; "209 Reshape_1033" [id=209, type=Constant]; -"210 onnx^^Conv_619" [id=210, label="210 onnx::Conv_619", type=Constant]; +"210 onnx^^Conv_619" [id=210, type=Constant]; "211 Reshape_1017" [id=211, type=Constant]; -"212 onnx^^Conv_616" [id=212, label="212 onnx::Conv_616", type=Constant]; +"212 onnx^^Conv_616" [id=212, type=Constant]; "213 Reshape_998" [id=213, type=Constant]; "214 Reshape_946" [id=214, type=Constant]; "215 Reshape_931" [id=215, type=Constant]; -"216 onnx^^Conv_610" [id=216, label="216 onnx::Conv_610", type=Constant]; +"216 onnx^^Conv_610" [id=216, type=Constant]; "217 Reshape_915" [id=217, type=Constant]; -"218 onnx^^Conv_607" [id=218, label="218 onnx::Conv_607", type=Constant]; +"218 onnx^^Conv_607" [id=218, type=Constant]; "219 Reshape_896" [id=219, type=Constant]; "220 Reshape_844" [id=220, type=Constant]; "221 Reshape_829" [id=221, type=Constant]; -"222 onnx^^Conv_601" [id=222, label="222 onnx::Conv_601", type=Constant]; +"222 onnx^^Conv_601" [id=222, type=Constant]; "223 Reshape_814" [id=223, type=Constant]; -"224 onnx^^Conv_598" [id=224, label="224 onnx::Conv_598", type=Constant]; +"224 onnx^^Conv_598" [id=224, type=Constant]; "225 Reshape_795" [id=225, type=Constant]; "226 Reshape_743" [id=226, type=Constant]; "227 Reshape_728" [id=227, type=Constant]; -"228 onnx^^Conv_592" [id=228, label="228 onnx::Conv_592", type=Constant]; +"228 onnx^^Conv_592" [id=228, type=Constant]; "229 Reshape_712" [id=229, type=Constant]; -"230 onnx^^Conv_589" [id=230, label="230 onnx::Conv_589", type=Constant]; +"230 onnx^^Conv_589" [id=230, type=Constant]; "231 Reshape_693" [id=231, type=Constant]; "232 Reshape_641" [id=232, type=Constant]; "233 Reshape_626" [id=233, type=Constant]; -"234 onnx^^Conv_583" [id=234, label="234 onnx::Conv_583", type=Constant]; +"234 onnx^^Conv_583" [id=234, type=Constant]; "235 Reshape_610" [id=235, type=Constant]; -"236 onnx^^Conv_580" [id=236, label="236 onnx::Conv_580", type=Constant]; +"236 onnx^^Conv_580" [id=236, type=Constant]; "237 Reshape_591" [id=237, type=Constant]; "238 Reshape_539" [id=238, type=Constant]; "239 Reshape_524" [id=239, type=Constant]; -"240 onnx^^Conv_574" [id=240, label="240 onnx::Conv_574", type=Constant]; +"240 onnx^^Conv_574" [id=240, type=Constant]; "241 Reshape_509" [id=241, type=Constant]; -"242 onnx^^Conv_571" [id=242, label="242 onnx::Conv_571", type=Constant]; +"242 onnx^^Conv_571" [id=242, type=Constant]; "243 Reshape_490" [id=243, type=Constant]; "244 Reshape_438" [id=244, type=Constant]; "245 Reshape_423" [id=245, type=Constant]; -"246 onnx^^Conv_565" [id=246, label="246 onnx::Conv_565", type=Constant]; +"246 onnx^^Conv_565" [id=246, type=Constant]; "247 Reshape_407" [id=247, type=Constant]; -"248 onnx^^Conv_562" [id=248, label="248 onnx::Conv_562", type=Constant]; +"248 onnx^^Conv_562" [id=248, type=Constant]; "249 Reshape_388" [id=249, type=Constant]; "250 Reshape_336" [id=250, type=Constant]; "251 Reshape_321" [id=251, type=Constant]; -"252 onnx^^Conv_556" [id=252, label="252 onnx::Conv_556", type=Constant]; +"252 onnx^^Conv_556" [id=252, type=Constant]; "253 Reshape_306" [id=253, type=Constant]; -"254 onnx^^Conv_553" [id=254, label="254 onnx::Conv_553", type=Constant]; +"254 onnx^^Conv_553" [id=254, type=Constant]; "255 Reshape_287" [id=255, type=Constant]; "256 Reshape_235" [id=256, type=Constant]; "257 Reshape_220" [id=257, type=Constant]; -"258 onnx^^Conv_547" [id=258, label="258 onnx::Conv_547", type=Constant]; +"258 onnx^^Conv_547" [id=258, type=Constant]; "259 Reshape_205" [id=259, type=Constant]; -"260 onnx^^Conv_544" [id=260, label="260 onnx::Conv_544", type=Constant]; +"260 onnx^^Conv_544" [id=260, type=Constant]; "261 Reshape_186" [id=261, type=Constant]; "262 Reshape_134" [id=262, type=Constant]; "263 Reshape_119" [id=263, type=Constant]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/resnet-18-pytorch.dot b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/resnet-18-pytorch.dot index 24fecd18ab3..a3cfa9496ca 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/resnet-18-pytorch.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/resnet-18-pytorch.dot @@ -78,47 +78,47 @@ strict digraph { "76 Constant_380" [id=76, type=Constant]; "77 Range_376" [id=77, type=Constant]; "78 Reshape_331" [id=78, type=Constant]; -"79 onnx^^Conv_244" [id=79, label="79 onnx::Conv_244", type=Constant]; +"79 onnx^^Conv_244" [id=79, type=Constant]; "80 Reshape_250" [id=80, type=Constant]; -"81 onnx^^Conv_229" [id=81, label="81 onnx::Conv_229", type=Constant]; +"81 onnx^^Conv_229" [id=81, type=Constant]; "82 Reshape_169" [id=82, type=Constant]; -"83 onnx^^Conv_214" [id=83, label="83 onnx::Conv_214", type=Constant]; +"83 onnx^^Conv_214" [id=83, type=Constant]; "84 Reshape_55" [id=84, type=Constant]; "85 Gather_1788" [id=85, type=Constant]; "86 Gather_1785" [id=86, type=Constant]; "87 Gather_1782" [id=87, type=Constant]; "88 Reshape_88" [id=88, type=Constant]; -"89 onnx^^Conv_199" [id=89, label="89 onnx::Conv_199", type=Constant]; +"89 onnx^^Conv_199" [id=89, type=Constant]; "90 Reshape_72" [id=90, type=Constant]; -"91 onnx^^Conv_196" [id=91, label="91 onnx::Conv_196", type=Constant]; +"91 onnx^^Conv_196" [id=91, type=Constant]; "92 Reshape_121" [id=92, type=Constant]; -"93 onnx^^Conv_205" [id=93, label="93 onnx::Conv_205", type=Constant]; +"93 onnx^^Conv_205" [id=93, type=Constant]; "94 Reshape_105" [id=94, type=Constant]; -"95 onnx^^Conv_202" [id=95, label="95 onnx::Conv_202", type=Constant]; +"95 onnx^^Conv_202" [id=95, type=Constant]; "96 Reshape_154" [id=96, type=Constant]; -"97 onnx^^Conv_211" [id=97, label="97 onnx::Conv_211", type=Constant]; +"97 onnx^^Conv_211" [id=97, type=Constant]; "98 Reshape_138" [id=98, type=Constant]; -"99 onnx^^Conv_208" [id=99, label="99 onnx::Conv_208", type=Constant]; +"99 onnx^^Conv_208" [id=99, type=Constant]; "100 Reshape_202" [id=100, type=Constant]; -"101 onnx^^Conv_220" [id=101, label="101 onnx::Conv_220", type=Constant]; +"101 onnx^^Conv_220" [id=101, type=Constant]; "102 Reshape_186" [id=102, type=Constant]; -"103 onnx^^Conv_217" [id=103, label="103 onnx::Conv_217", type=Constant]; +"103 onnx^^Conv_217" [id=103, type=Constant]; "104 Reshape_235" [id=104, type=Constant]; -"105 onnx^^Conv_226" [id=105, label="105 onnx::Conv_226", type=Constant]; +"105 onnx^^Conv_226" [id=105, type=Constant]; "106 Reshape_219" [id=106, type=Constant]; -"107 onnx^^Conv_223" [id=107, label="107 onnx::Conv_223", type=Constant]; +"107 onnx^^Conv_223" [id=107, type=Constant]; "108 Reshape_283" [id=108, type=Constant]; -"109 onnx^^Conv_235" [id=109, label="109 onnx::Conv_235", type=Constant]; +"109 onnx^^Conv_235" [id=109, type=Constant]; "110 Reshape_267" [id=110, type=Constant]; -"111 onnx^^Conv_232" [id=111, label="111 onnx::Conv_232", type=Constant]; +"111 onnx^^Conv_232" [id=111, type=Constant]; "112 Reshape_316" [id=112, type=Constant]; -"113 onnx^^Conv_241" [id=113, label="113 onnx::Conv_241", type=Constant]; +"113 onnx^^Conv_241" [id=113, type=Constant]; "114 Reshape_300" [id=114, type=Constant]; -"115 onnx^^Conv_238" [id=115, label="115 onnx::Conv_238", type=Constant]; +"115 onnx^^Conv_238" [id=115, type=Constant]; "116 Reshape_364" [id=116, type=Constant]; -"117 onnx^^Conv_250" [id=117, label="117 onnx::Conv_250", type=Constant]; +"117 onnx^^Conv_250" [id=117, type=Constant]; "118 Reshape_348" [id=118, type=Constant]; -"119 onnx^^Conv_247" [id=119, label="119 onnx::Conv_247", type=Constant]; +"119 onnx^^Conv_247" [id=119, type=Constant]; "0 data" -> "1 Multiply_1715" [label="[1, 3, 224, 224]", style=solid]; "1 Multiply_1715" -> "2 Divide_401" [label="[1, 3, 224, 224]", style=solid]; "2 Divide_401" -> "3 /conv1/Conv/WithoutBiases" [label="[1, 3, 224, 224]", style=solid]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/mobilenet-v2-pytorch_performance.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/mobilenet-v2-pytorch_performance.dot index bff8b3058aa..7f33edff160 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/mobilenet-v2-pytorch_performance.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/mobilenet-v2-pytorch_performance.dot @@ -243,7 +243,7 @@ strict digraph { "241 Constant_41642" [id=241, type=Constant]; "242 Constant_41641" [id=242, type=Constant]; "243 Constant_41640" [id=243, type=Constant]; -"244 onnx^^Conv_691" [id=244, label="244 onnx::Conv_691", type=Constant]; +"244 onnx^^Conv_691" [id=244, type=Constant]; "245 Constant_41638" [id=245, type=Constant]; "246 Constant_41637" [id=246, type=Constant]; "247 Constant_41636" [id=247, type=Constant]; @@ -254,7 +254,7 @@ strict digraph { "252 Constant_41632" [id=252, type=Constant]; "253 Constant_41631" [id=253, type=Constant]; "254 Constant_41630" [id=254, type=Constant]; -"255 onnx^^Conv_688" [id=255, label="255 onnx::Conv_688", type=Constant]; +"255 onnx^^Conv_688" [id=255, type=Constant]; "256 Constant_41628" [id=256, type=Constant]; "257 Constant_41627" [id=257, type=Constant]; "258 Constant_41626" [id=258, type=Constant]; @@ -276,7 +276,7 @@ strict digraph { "274 Constant_41612" [id=274, type=Constant]; "275 Constant_41611" [id=275, type=Constant]; "276 Constant_41610" [id=276, type=Constant]; -"277 onnx^^Conv_682" [id=277, label="277 onnx::Conv_682", type=Constant]; +"277 onnx^^Conv_682" [id=277, type=Constant]; "278 Constant_41608" [id=278, type=Constant]; "279 Constant_41607" [id=279, type=Constant]; "280 Constant_41606" [id=280, type=Constant]; @@ -291,7 +291,7 @@ strict digraph { "289 Constant_41597" [id=289, type=Constant]; "290 Constant_41596" [id=290, type=Constant]; "291 Constant_41595" [id=291, type=Constant]; -"292 onnx^^Conv_679" [id=292, label="292 onnx::Conv_679", type=Constant]; +"292 onnx^^Conv_679" [id=292, type=Constant]; "293 Constant_41593" [id=293, type=Constant]; "294 Constant_41592" [id=294, type=Constant]; "295 Constant_41591" [id=295, type=Constant]; @@ -313,7 +313,7 @@ strict digraph { "311 Constant_41577" [id=311, type=Constant]; "312 Constant_41576" [id=312, type=Constant]; "313 Constant_41575" [id=313, type=Constant]; -"314 onnx^^Conv_673" [id=314, label="314 onnx::Conv_673", type=Constant]; +"314 onnx^^Conv_673" [id=314, type=Constant]; "315 Constant_41573" [id=315, type=Constant]; "316 Constant_41572" [id=316, type=Constant]; "317 Constant_41571" [id=317, type=Constant]; @@ -328,7 +328,7 @@ strict digraph { "326 Constant_41562" [id=326, type=Constant]; "327 Constant_41561" [id=327, type=Constant]; "328 Constant_41560" [id=328, type=Constant]; -"329 onnx^^Conv_670" [id=329, label="329 onnx::Conv_670", type=Constant]; +"329 onnx^^Conv_670" [id=329, type=Constant]; "330 Constant_41558" [id=330, type=Constant]; "331 Constant_41557" [id=331, type=Constant]; "332 Constant_41556" [id=332, type=Constant]; @@ -350,7 +350,7 @@ strict digraph { "348 Constant_41542" [id=348, type=Constant]; "349 Constant_41541" [id=349, type=Constant]; "350 Constant_41540" [id=350, type=Constant]; -"351 onnx^^Conv_664" [id=351, label="351 onnx::Conv_664", type=Constant]; +"351 onnx^^Conv_664" [id=351, type=Constant]; "352 Constant_41538" [id=352, type=Constant]; "353 Constant_41537" [id=353, type=Constant]; "354 Constant_41536" [id=354, type=Constant]; @@ -361,7 +361,7 @@ strict digraph { "359 Constant_41532" [id=359, type=Constant]; "360 Constant_41531" [id=360, type=Constant]; "361 Constant_41530" [id=361, type=Constant]; -"362 onnx^^Conv_661" [id=362, label="362 onnx::Conv_661", type=Constant]; +"362 onnx^^Conv_661" [id=362, type=Constant]; "363 Constant_41528" [id=363, type=Constant]; "364 Constant_41527" [id=364, type=Constant]; "365 Constant_41526" [id=365, type=Constant]; @@ -383,7 +383,7 @@ strict digraph { "381 Constant_41512" [id=381, type=Constant]; "382 Constant_41511" [id=382, type=Constant]; "383 Constant_41510" [id=383, type=Constant]; -"384 onnx^^Conv_655" [id=384, label="384 onnx::Conv_655", type=Constant]; +"384 onnx^^Conv_655" [id=384, type=Constant]; "385 Constant_41508" [id=385, type=Constant]; "386 Constant_41507" [id=386, type=Constant]; "387 Constant_41506" [id=387, type=Constant]; @@ -398,7 +398,7 @@ strict digraph { "396 Constant_41497" [id=396, type=Constant]; "397 Constant_41496" [id=397, type=Constant]; "398 Constant_41495" [id=398, type=Constant]; -"399 onnx^^Conv_652" [id=399, label="399 onnx::Conv_652", type=Constant]; +"399 onnx^^Conv_652" [id=399, type=Constant]; "400 Constant_41493" [id=400, type=Constant]; "401 Constant_41492" [id=401, type=Constant]; "402 Constant_41491" [id=402, type=Constant]; @@ -420,7 +420,7 @@ strict digraph { "418 Constant_41477" [id=418, type=Constant]; "419 Constant_41476" [id=419, type=Constant]; "420 Constant_41475" [id=420, type=Constant]; -"421 onnx^^Conv_646" [id=421, label="421 onnx::Conv_646", type=Constant]; +"421 onnx^^Conv_646" [id=421, type=Constant]; "422 Constant_41473" [id=422, type=Constant]; "423 Constant_41472" [id=423, type=Constant]; "424 Constant_41471" [id=424, type=Constant]; @@ -435,7 +435,7 @@ strict digraph { "433 Constant_41462" [id=433, type=Constant]; "434 Constant_41461" [id=434, type=Constant]; "435 Constant_41460" [id=435, type=Constant]; -"436 onnx^^Conv_643" [id=436, label="436 onnx::Conv_643", type=Constant]; +"436 onnx^^Conv_643" [id=436, type=Constant]; "437 Constant_41458" [id=437, type=Constant]; "438 Constant_41457" [id=438, type=Constant]; "439 Constant_41456" [id=439, type=Constant]; @@ -457,7 +457,7 @@ strict digraph { "455 Constant_41442" [id=455, type=Constant]; "456 Constant_41441" [id=456, type=Constant]; "457 Constant_41440" [id=457, type=Constant]; -"458 onnx^^Conv_637" [id=458, label="458 onnx::Conv_637", type=Constant]; +"458 onnx^^Conv_637" [id=458, type=Constant]; "459 Constant_41438" [id=459, type=Constant]; "460 Constant_41437" [id=460, type=Constant]; "461 Constant_41436" [id=461, type=Constant]; @@ -468,7 +468,7 @@ strict digraph { "466 Constant_41432" [id=466, type=Constant]; "467 Constant_41431" [id=467, type=Constant]; "468 Constant_41430" [id=468, type=Constant]; -"469 onnx^^Conv_634" [id=469, label="469 onnx::Conv_634", type=Constant]; +"469 onnx^^Conv_634" [id=469, type=Constant]; "470 Constant_41428" [id=470, type=Constant]; "471 Constant_41427" [id=471, type=Constant]; "472 Constant_41426" [id=472, type=Constant]; @@ -490,7 +490,7 @@ strict digraph { "488 Constant_41412" [id=488, type=Constant]; "489 Constant_41411" [id=489, type=Constant]; "490 Constant_41410" [id=490, type=Constant]; -"491 onnx^^Conv_628" [id=491, label="491 onnx::Conv_628", type=Constant]; +"491 onnx^^Conv_628" [id=491, type=Constant]; "492 Constant_41408" [id=492, type=Constant]; "493 Constant_41407" [id=493, type=Constant]; "494 Constant_41406" [id=494, type=Constant]; @@ -505,7 +505,7 @@ strict digraph { "503 Constant_41397" [id=503, type=Constant]; "504 Constant_41396" [id=504, type=Constant]; "505 Constant_41395" [id=505, type=Constant]; -"506 onnx^^Conv_625" [id=506, label="506 onnx::Conv_625", type=Constant]; +"506 onnx^^Conv_625" [id=506, type=Constant]; "507 Constant_41393" [id=507, type=Constant]; "508 Constant_41392" [id=508, type=Constant]; "509 Constant_41391" [id=509, type=Constant]; @@ -527,7 +527,7 @@ strict digraph { "525 Constant_41377" [id=525, type=Constant]; "526 Constant_41376" [id=526, type=Constant]; "527 Constant_41375" [id=527, type=Constant]; -"528 onnx^^Conv_619" [id=528, label="528 onnx::Conv_619", type=Constant]; +"528 onnx^^Conv_619" [id=528, type=Constant]; "529 Constant_41373" [id=529, type=Constant]; "530 Constant_41372" [id=530, type=Constant]; "531 Constant_41371" [id=531, type=Constant]; @@ -542,7 +542,7 @@ strict digraph { "540 Constant_41362" [id=540, type=Constant]; "541 Constant_41361" [id=541, type=Constant]; "542 Constant_41360" [id=542, type=Constant]; -"543 onnx^^Conv_616" [id=543, label="543 onnx::Conv_616", type=Constant]; +"543 onnx^^Conv_616" [id=543, type=Constant]; "544 Constant_41358" [id=544, type=Constant]; "545 Constant_41357" [id=545, type=Constant]; "546 Constant_41356" [id=546, type=Constant]; @@ -564,7 +564,7 @@ strict digraph { "562 Constant_41342" [id=562, type=Constant]; "563 Constant_41341" [id=563, type=Constant]; "564 Constant_41340" [id=564, type=Constant]; -"565 onnx^^Conv_610" [id=565, label="565 onnx::Conv_610", type=Constant]; +"565 onnx^^Conv_610" [id=565, type=Constant]; "566 Constant_41338" [id=566, type=Constant]; "567 Constant_41337" [id=567, type=Constant]; "568 Constant_41336" [id=568, type=Constant]; @@ -579,7 +579,7 @@ strict digraph { "577 Constant_41327" [id=577, type=Constant]; "578 Constant_41326" [id=578, type=Constant]; "579 Constant_41325" [id=579, type=Constant]; -"580 onnx^^Conv_607" [id=580, label="580 onnx::Conv_607", type=Constant]; +"580 onnx^^Conv_607" [id=580, type=Constant]; "581 Constant_41323" [id=581, type=Constant]; "582 Constant_41322" [id=582, type=Constant]; "583 Constant_41321" [id=583, type=Constant]; @@ -601,7 +601,7 @@ strict digraph { "599 Constant_41307" [id=599, type=Constant]; "600 Constant_41306" [id=600, type=Constant]; "601 Constant_41305" [id=601, type=Constant]; -"602 onnx^^Conv_601" [id=602, label="602 onnx::Conv_601", type=Constant]; +"602 onnx^^Conv_601" [id=602, type=Constant]; "603 Constant_41303" [id=603, type=Constant]; "604 Constant_41302" [id=604, type=Constant]; "605 Constant_41301" [id=605, type=Constant]; @@ -612,7 +612,7 @@ strict digraph { "610 Constant_41297" [id=610, type=Constant]; "611 Constant_41296" [id=611, type=Constant]; "612 Constant_41295" [id=612, type=Constant]; -"613 onnx^^Conv_598" [id=613, label="613 onnx::Conv_598", type=Constant]; +"613 onnx^^Conv_598" [id=613, type=Constant]; "614 Constant_41293" [id=614, type=Constant]; "615 Constant_41292" [id=615, type=Constant]; "616 Constant_41291" [id=616, type=Constant]; @@ -634,7 +634,7 @@ strict digraph { "632 Constant_41277" [id=632, type=Constant]; "633 Constant_41276" [id=633, type=Constant]; "634 Constant_41275" [id=634, type=Constant]; -"635 onnx^^Conv_592" [id=635, label="635 onnx::Conv_592", type=Constant]; +"635 onnx^^Conv_592" [id=635, type=Constant]; "636 Constant_41273" [id=636, type=Constant]; "637 Constant_41272" [id=637, type=Constant]; "638 Constant_41271" [id=638, type=Constant]; @@ -649,7 +649,7 @@ strict digraph { "647 Constant_41262" [id=647, type=Constant]; "648 Constant_41261" [id=648, type=Constant]; "649 Constant_41260" [id=649, type=Constant]; -"650 onnx^^Conv_589" [id=650, label="650 onnx::Conv_589", type=Constant]; +"650 onnx^^Conv_589" [id=650, type=Constant]; "651 Constant_41258" [id=651, type=Constant]; "652 Constant_41257" [id=652, type=Constant]; "653 Constant_41256" [id=653, type=Constant]; @@ -671,7 +671,7 @@ strict digraph { "669 Constant_41242" [id=669, type=Constant]; "670 Constant_41241" [id=670, type=Constant]; "671 Constant_41240" [id=671, type=Constant]; -"672 onnx^^Conv_583" [id=672, label="672 onnx::Conv_583", type=Constant]; +"672 onnx^^Conv_583" [id=672, type=Constant]; "673 Constant_41238" [id=673, type=Constant]; "674 Constant_41237" [id=674, type=Constant]; "675 Constant_41236" [id=675, type=Constant]; @@ -686,7 +686,7 @@ strict digraph { "684 Constant_41227" [id=684, type=Constant]; "685 Constant_41226" [id=685, type=Constant]; "686 Constant_41225" [id=686, type=Constant]; -"687 onnx^^Conv_580" [id=687, label="687 onnx::Conv_580", type=Constant]; +"687 onnx^^Conv_580" [id=687, type=Constant]; "688 Constant_41223" [id=688, type=Constant]; "689 Constant_41222" [id=689, type=Constant]; "690 Constant_41221" [id=690, type=Constant]; @@ -708,7 +708,7 @@ strict digraph { "706 Constant_41207" [id=706, type=Constant]; "707 Constant_41206" [id=707, type=Constant]; "708 Constant_41205" [id=708, type=Constant]; -"709 onnx^^Conv_574" [id=709, label="709 onnx::Conv_574", type=Constant]; +"709 onnx^^Conv_574" [id=709, type=Constant]; "710 Constant_41203" [id=710, type=Constant]; "711 Constant_41202" [id=711, type=Constant]; "712 Constant_41201" [id=712, type=Constant]; @@ -719,7 +719,7 @@ strict digraph { "717 Constant_41197" [id=717, type=Constant]; "718 Constant_41196" [id=718, type=Constant]; "719 Constant_41195" [id=719, type=Constant]; -"720 onnx^^Conv_571" [id=720, label="720 onnx::Conv_571", type=Constant]; +"720 onnx^^Conv_571" [id=720, type=Constant]; "721 Constant_41193" [id=721, type=Constant]; "722 Constant_41192" [id=722, type=Constant]; "723 Constant_41191" [id=723, type=Constant]; @@ -741,7 +741,7 @@ strict digraph { "739 Constant_41177" [id=739, type=Constant]; "740 Constant_41176" [id=740, type=Constant]; "741 Constant_41175" [id=741, type=Constant]; -"742 onnx^^Conv_565" [id=742, label="742 onnx::Conv_565", type=Constant]; +"742 onnx^^Conv_565" [id=742, type=Constant]; "743 Constant_41173" [id=743, type=Constant]; "744 Constant_41172" [id=744, type=Constant]; "745 Constant_41171" [id=745, type=Constant]; @@ -756,7 +756,7 @@ strict digraph { "754 Constant_41162" [id=754, type=Constant]; "755 Constant_41161" [id=755, type=Constant]; "756 Constant_41160" [id=756, type=Constant]; -"757 onnx^^Conv_562" [id=757, label="757 onnx::Conv_562", type=Constant]; +"757 onnx^^Conv_562" [id=757, type=Constant]; "758 Constant_41158" [id=758, type=Constant]; "759 Constant_41157" [id=759, type=Constant]; "760 Constant_41156" [id=760, type=Constant]; @@ -778,7 +778,7 @@ strict digraph { "776 Constant_41142" [id=776, type=Constant]; "777 Constant_41141" [id=777, type=Constant]; "778 Constant_41140" [id=778, type=Constant]; -"779 onnx^^Conv_556" [id=779, label="779 onnx::Conv_556", type=Constant]; +"779 onnx^^Conv_556" [id=779, type=Constant]; "780 Constant_41138" [id=780, type=Constant]; "781 Constant_41137" [id=781, type=Constant]; "782 Constant_41136" [id=782, type=Constant]; @@ -789,7 +789,7 @@ strict digraph { "787 Constant_41132" [id=787, type=Constant]; "788 Constant_41131" [id=788, type=Constant]; "789 Constant_41130" [id=789, type=Constant]; -"790 onnx^^Conv_553" [id=790, label="790 onnx::Conv_553", type=Constant]; +"790 onnx^^Conv_553" [id=790, type=Constant]; "791 Constant_41128" [id=791, type=Constant]; "792 Constant_41127" [id=792, type=Constant]; "793 Constant_41126" [id=793, type=Constant]; @@ -811,7 +811,7 @@ strict digraph { "809 Constant_41112" [id=809, type=Constant]; "810 Constant_41111" [id=810, type=Constant]; "811 Constant_41110" [id=811, type=Constant]; -"812 onnx^^Conv_547" [id=812, label="812 onnx::Conv_547", type=Constant]; +"812 onnx^^Conv_547" [id=812, type=Constant]; "813 Constant_41108" [id=813, type=Constant]; "814 Constant_41107" [id=814, type=Constant]; "815 Constant_41106" [id=815, type=Constant]; @@ -822,7 +822,7 @@ strict digraph { "820 Constant_41102" [id=820, type=Constant]; "821 Constant_41101" [id=821, type=Constant]; "822 Constant_41100" [id=822, type=Constant]; -"823 onnx^^Conv_544" [id=823, label="823 onnx::Conv_544", type=Constant]; +"823 onnx^^Conv_544" [id=823, type=Constant]; "824 Constant_41098" [id=824, type=Constant]; "825 Constant_41097" [id=825, type=Constant]; "826 Constant_41096" [id=826, type=Constant]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-18-pytorch_performance.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-18-pytorch_performance.dot index 480119c4db2..f55800043ba 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-18-pytorch_performance.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-18-pytorch_performance.dot @@ -134,7 +134,7 @@ strict digraph { "132 Constant_48575" [id=132, type=Constant]; "133 Constant_48574" [id=133, type=Constant]; "134 Constant_48573" [id=134, type=Constant]; -"135 onnx^^Conv_244" [id=135, label="135 onnx::Conv_244", type=Constant]; +"135 onnx^^Conv_244" [id=135, type=Constant]; "136 Constant_48571" [id=136, type=Constant]; "137 Constant_48570" [id=137, type=Constant]; "138 Constant_48569" [id=138, type=Constant]; @@ -153,7 +153,7 @@ strict digraph { "151 Constant_48515" [id=151, type=Constant]; "152 Constant_48514" [id=152, type=Constant]; "153 Constant_48513" [id=153, type=Constant]; -"154 onnx^^Conv_229" [id=154, label="154 onnx::Conv_229", type=Constant]; +"154 onnx^^Conv_229" [id=154, type=Constant]; "155 Constant_48511" [id=155, type=Constant]; "156 Constant_48510" [id=156, type=Constant]; "157 Constant_48509" [id=157, type=Constant]; @@ -172,7 +172,7 @@ strict digraph { "170 Constant_48455" [id=170, type=Constant]; "171 Constant_48454" [id=171, type=Constant]; "172 Constant_48453" [id=172, type=Constant]; -"173 onnx^^Conv_214" [id=173, label="173 onnx::Conv_214", type=Constant]; +"173 onnx^^Conv_214" [id=173, type=Constant]; "174 Constant_48451" [id=174, type=Constant]; "175 Constant_48450" [id=175, type=Constant]; "176 Constant_48449" [id=176, type=Constant]; @@ -208,7 +208,7 @@ strict digraph { "206 Constant_48415" [id=206, type=Constant]; "207 Constant_48414" [id=207, type=Constant]; "208 Constant_48413" [id=208, type=Constant]; -"209 onnx^^Conv_199" [id=209, label="209 onnx::Conv_199", type=Constant]; +"209 onnx^^Conv_199" [id=209, type=Constant]; "210 Constant_48411" [id=210, type=Constant]; "211 Constant_48410" [id=211, type=Constant]; "212 Constant_48409" [id=212, type=Constant]; @@ -219,7 +219,7 @@ strict digraph { "217 Constant_48405" [id=217, type=Constant]; "218 Constant_48404" [id=218, type=Constant]; "219 Constant_48403" [id=219, type=Constant]; -"220 onnx^^Conv_196" [id=220, label="220 onnx::Conv_196", type=Constant]; +"220 onnx^^Conv_196" [id=220, type=Constant]; "221 Constant_48446" [id=221, type=Constant]; "222 Constant_48445" [id=222, type=Constant]; "223 Constant_48444" [id=223, type=Constant]; @@ -230,7 +230,7 @@ strict digraph { "228 Constant_48440" [id=228, type=Constant]; "229 Constant_48439" [id=229, type=Constant]; "230 Constant_48438" [id=230, type=Constant]; -"231 onnx^^Conv_205" [id=231, label="231 onnx::Conv_205", type=Constant]; +"231 onnx^^Conv_205" [id=231, type=Constant]; "232 Constant_48436" [id=232, type=Constant]; "233 Constant_48435" [id=233, type=Constant]; "234 Constant_48434" [id=234, type=Constant]; @@ -241,7 +241,7 @@ strict digraph { "239 Constant_48430" [id=239, type=Constant]; "240 Constant_48429" [id=240, type=Constant]; "241 Constant_48428" [id=241, type=Constant]; -"242 onnx^^Conv_202" [id=242, label="242 onnx::Conv_202", type=Constant]; +"242 onnx^^Conv_202" [id=242, type=Constant]; "243 Constant_48481" [id=243, type=Constant]; "244 Constant_48480" [id=244, type=Constant]; "245 Constant_48479" [id=245, type=Constant]; @@ -252,7 +252,7 @@ strict digraph { "250 Constant_48475" [id=250, type=Constant]; "251 Constant_48474" [id=251, type=Constant]; "252 Constant_48473" [id=252, type=Constant]; -"253 onnx^^Conv_211" [id=253, label="253 onnx::Conv_211", type=Constant]; +"253 onnx^^Conv_211" [id=253, type=Constant]; "254 Constant_48471" [id=254, type=Constant]; "255 Constant_48470" [id=255, type=Constant]; "256 Constant_48469" [id=256, type=Constant]; @@ -263,7 +263,7 @@ strict digraph { "261 Constant_48465" [id=261, type=Constant]; "262 Constant_48464" [id=262, type=Constant]; "263 Constant_48463" [id=263, type=Constant]; -"264 onnx^^Conv_208" [id=264, label="264 onnx::Conv_208", type=Constant]; +"264 onnx^^Conv_208" [id=264, type=Constant]; "265 Constant_48506" [id=265, type=Constant]; "266 Constant_48505" [id=266, type=Constant]; "267 Constant_48504" [id=267, type=Constant]; @@ -274,7 +274,7 @@ strict digraph { "272 Constant_48500" [id=272, type=Constant]; "273 Constant_48499" [id=273, type=Constant]; "274 Constant_48498" [id=274, type=Constant]; -"275 onnx^^Conv_220" [id=275, label="275 onnx::Conv_220", type=Constant]; +"275 onnx^^Conv_220" [id=275, type=Constant]; "276 Constant_48496" [id=276, type=Constant]; "277 Constant_48495" [id=277, type=Constant]; "278 Constant_48494" [id=278, type=Constant]; @@ -285,7 +285,7 @@ strict digraph { "283 Constant_48490" [id=283, type=Constant]; "284 Constant_48489" [id=284, type=Constant]; "285 Constant_48488" [id=285, type=Constant]; -"286 onnx^^Conv_217" [id=286, label="286 onnx::Conv_217", type=Constant]; +"286 onnx^^Conv_217" [id=286, type=Constant]; "287 Constant_48541" [id=287, type=Constant]; "288 Constant_48540" [id=288, type=Constant]; "289 Constant_48539" [id=289, type=Constant]; @@ -296,7 +296,7 @@ strict digraph { "294 Constant_48535" [id=294, type=Constant]; "295 Constant_48534" [id=295, type=Constant]; "296 Constant_48533" [id=296, type=Constant]; -"297 onnx^^Conv_226" [id=297, label="297 onnx::Conv_226", type=Constant]; +"297 onnx^^Conv_226" [id=297, type=Constant]; "298 Constant_48531" [id=298, type=Constant]; "299 Constant_48530" [id=299, type=Constant]; "300 Constant_48529" [id=300, type=Constant]; @@ -307,7 +307,7 @@ strict digraph { "305 Constant_48525" [id=305, type=Constant]; "306 Constant_48524" [id=306, type=Constant]; "307 Constant_48523" [id=307, type=Constant]; -"308 onnx^^Conv_223" [id=308, label="308 onnx::Conv_223", type=Constant]; +"308 onnx^^Conv_223" [id=308, type=Constant]; "309 Constant_48566" [id=309, type=Constant]; "310 Constant_48565" [id=310, type=Constant]; "311 Constant_48564" [id=311, type=Constant]; @@ -318,7 +318,7 @@ strict digraph { "316 Constant_48560" [id=316, type=Constant]; "317 Constant_48559" [id=317, type=Constant]; "318 Constant_48558" [id=318, type=Constant]; -"319 onnx^^Conv_235" [id=319, label="319 onnx::Conv_235", type=Constant]; +"319 onnx^^Conv_235" [id=319, type=Constant]; "320 Constant_48556" [id=320, type=Constant]; "321 Constant_48555" [id=321, type=Constant]; "322 Constant_48554" [id=322, type=Constant]; @@ -329,7 +329,7 @@ strict digraph { "327 Constant_48550" [id=327, type=Constant]; "328 Constant_48549" [id=328, type=Constant]; "329 Constant_48548" [id=329, type=Constant]; -"330 onnx^^Conv_232" [id=330, label="330 onnx::Conv_232", type=Constant]; +"330 onnx^^Conv_232" [id=330, type=Constant]; "331 Constant_48601" [id=331, type=Constant]; "332 Constant_48600" [id=332, type=Constant]; "333 Constant_48599" [id=333, type=Constant]; @@ -340,7 +340,7 @@ strict digraph { "338 Constant_48595" [id=338, type=Constant]; "339 Constant_48594" [id=339, type=Constant]; "340 Constant_48593" [id=340, type=Constant]; -"341 onnx^^Conv_241" [id=341, label="341 onnx::Conv_241", type=Constant]; +"341 onnx^^Conv_241" [id=341, type=Constant]; "342 Constant_48591" [id=342, type=Constant]; "343 Constant_48590" [id=343, type=Constant]; "344 Constant_48589" [id=344, type=Constant]; @@ -351,7 +351,7 @@ strict digraph { "349 Constant_48585" [id=349, type=Constant]; "350 Constant_48584" [id=350, type=Constant]; "351 Constant_48583" [id=351, type=Constant]; -"352 onnx^^Conv_238" [id=352, label="352 onnx::Conv_238", type=Constant]; +"352 onnx^^Conv_238" [id=352, type=Constant]; "353 Constant_48626" [id=353, type=Constant]; "354 Constant_48625" [id=354, type=Constant]; "355 Constant_48624" [id=355, type=Constant]; @@ -362,7 +362,7 @@ strict digraph { "360 Constant_48620" [id=360, type=Constant]; "361 Constant_48619" [id=361, type=Constant]; "362 Constant_48618" [id=362, type=Constant]; -"363 onnx^^Conv_250" [id=363, label="363 onnx::Conv_250", type=Constant]; +"363 onnx^^Conv_250" [id=363, type=Constant]; "364 Constant_48616" [id=364, type=Constant]; "365 Constant_48615" [id=365, type=Constant]; "366 Constant_48614" [id=366, type=Constant]; @@ -373,7 +373,7 @@ strict digraph { "371 Constant_48610" [id=371, type=Constant]; "372 Constant_48609" [id=372, type=Constant]; "373 Constant_48608" [id=373, type=Constant]; -"374 onnx^^Conv_247" [id=374, label="374 onnx::Conv_247", type=Constant]; +"374 onnx^^Conv_247" [id=374, type=Constant]; "0 data" -> "1 Multiply_1715" [label="[1, 3, 224, 224]", style=solid]; "1 Multiply_1715" -> "2 Divide_401" [label="[1, 3, 224, 224]", style=solid]; "2 Divide_401" -> "3 Divide_401/fq_output_0" [label="[1, 3, 224, 224]", style=solid]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-50-pytorch_performance_CPU_SPR.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-50-pytorch_performance_CPU_SPR.dot index e318d57f89b..2003805cb8f 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-50-pytorch_performance_CPU_SPR.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-50-pytorch_performance_CPU_SPR.dot @@ -265,7 +265,7 @@ strict digraph { "263 Constant_62265" [id=263, type=Constant]; "264 Constant_62264" [id=264, type=Constant]; "265 Constant_62263" [id=265, type=Constant]; -"266 onnx^^Conv_635" [id=266, label="266 onnx::Conv_635", type=Constant]; +"266 onnx^^Conv_635" [id=266, type=Constant]; "267 Constant_62261" [id=267, type=Constant]; "268 Constant_62260" [id=268, type=Constant]; "269 Constant_62259" [id=269, type=Constant]; @@ -296,7 +296,7 @@ strict digraph { "294 Constant_62045" [id=294, type=Constant]; "295 Constant_62044" [id=295, type=Constant]; "296 Constant_62043" [id=296, type=Constant]; -"297 onnx^^Conv_578" [id=297, label="297 onnx::Conv_578", type=Constant]; +"297 onnx^^Conv_578" [id=297, type=Constant]; "298 Constant_62041" [id=298, type=Constant]; "299 Constant_62040" [id=299, type=Constant]; "300 Constant_62039" [id=300, type=Constant]; @@ -319,7 +319,7 @@ strict digraph { "317 Constant_61895" [id=317, type=Constant]; "318 Constant_61894" [id=318, type=Constant]; "319 Constant_61893" [id=319, type=Constant]; -"320 onnx^^Conv_539" [id=320, label="320 onnx::Conv_539", type=Constant]; +"320 onnx^^Conv_539" [id=320, type=Constant]; "321 Constant_61891" [id=321, type=Constant]; "322 Constant_61890" [id=322, type=Constant]; "323 Constant_61889" [id=323, type=Constant]; @@ -338,7 +338,7 @@ strict digraph { "336 Constant_61780" [id=336, type=Constant]; "337 Constant_61779" [id=337, type=Constant]; "338 Constant_61778" [id=338, type=Constant]; -"339 onnx^^Conv_509" [id=339, label="339 onnx::Conv_509", type=Constant]; +"339 onnx^^Conv_509" [id=339, type=Constant]; "340 Constant_61776" [id=340, type=Constant]; "341 Constant_61775" [id=341, type=Constant]; "342 Constant_61774" [id=342, type=Constant]; @@ -366,7 +366,7 @@ strict digraph { "364 Constant_61810" [id=364, type=Constant]; "365 Constant_61809" [id=365, type=Constant]; "366 Constant_61808" [id=366, type=Constant]; -"367 onnx^^Conv_506" [id=367, label="367 onnx::Conv_506", type=Constant]; +"367 onnx^^Conv_506" [id=367, type=Constant]; "368 Constant_61806" [id=368, type=Constant]; "369 Constant_61805" [id=369, type=Constant]; "370 Constant_61804" [id=370, type=Constant]; @@ -377,7 +377,7 @@ strict digraph { "375 Constant_61800" [id=375, type=Constant]; "376 Constant_61799" [id=376, type=Constant]; "377 Constant_61798" [id=377, type=Constant]; -"378 onnx^^Conv_503" [id=378, label="378 onnx::Conv_503", type=Constant]; +"378 onnx^^Conv_503" [id=378, type=Constant]; "379 Constant_61796" [id=379, type=Constant]; "380 Constant_61795" [id=380, type=Constant]; "381 Constant_61794" [id=381, type=Constant]; @@ -388,14 +388,14 @@ strict digraph { "386 Constant_61790" [id=386, type=Constant]; "387 Constant_61789" [id=387, type=Constant]; "388 Constant_61788" [id=388, type=Constant]; -"389 onnx^^Conv_500" [id=389, label="389 onnx::Conv_500", type=Constant]; +"389 onnx^^Conv_500" [id=389, type=Constant]; "390 Reshape_234" [id=390, type=Constant]; "391 /layer1/layer1.1/conv3/Conv/WithoutBiases/fq_weights_1" [id=391, type=FakeQuantize]; "392 Constant_61846" [id=392, type=Constant]; "393 Constant_61845" [id=393, type=Constant]; "394 Constant_61844" [id=394, type=Constant]; "395 Constant_61843" [id=395, type=Constant]; -"396 onnx^^Conv_518" [id=396, label="396 onnx::Conv_518", type=Constant]; +"396 onnx^^Conv_518" [id=396, type=Constant]; "397 Constant_61841" [id=397, type=Constant]; "398 Constant_61840" [id=398, type=Constant]; "399 Constant_61839" [id=399, type=Constant]; @@ -406,7 +406,7 @@ strict digraph { "404 Constant_61835" [id=404, type=Constant]; "405 Constant_61834" [id=405, type=Constant]; "406 Constant_61833" [id=406, type=Constant]; -"407 onnx^^Conv_515" [id=407, label="407 onnx::Conv_515", type=Constant]; +"407 onnx^^Conv_515" [id=407, type=Constant]; "408 Constant_61831" [id=408, type=Constant]; "409 Constant_61830" [id=409, type=Constant]; "410 Constant_61829" [id=410, type=Constant]; @@ -417,14 +417,14 @@ strict digraph { "415 Constant_61825" [id=415, type=Constant]; "416 Constant_61824" [id=416, type=Constant]; "417 Constant_61823" [id=417, type=Constant]; -"418 onnx^^Conv_512" [id=418, label="418 onnx::Conv_512", type=Constant]; +"418 onnx^^Conv_512" [id=418, type=Constant]; "419 Reshape_283" [id=419, type=Constant]; "420 /layer1/layer1.2/conv3/Conv/WithoutBiases/fq_weights_1" [id=420, type=FakeQuantize]; "421 Constant_61881" [id=421, type=Constant]; "422 Constant_61880" [id=422, type=Constant]; "423 Constant_61879" [id=423, type=Constant]; "424 Constant_61878" [id=424, type=Constant]; -"425 onnx^^Conv_527" [id=425, label="425 onnx::Conv_527", type=Constant]; +"425 onnx^^Conv_527" [id=425, type=Constant]; "426 Constant_61876" [id=426, type=Constant]; "427 Constant_61875" [id=427, type=Constant]; "428 Constant_61874" [id=428, type=Constant]; @@ -435,7 +435,7 @@ strict digraph { "433 Constant_61870" [id=433, type=Constant]; "434 Constant_61869" [id=434, type=Constant]; "435 Constant_61868" [id=435, type=Constant]; -"436 onnx^^Conv_524" [id=436, label="436 onnx::Conv_524", type=Constant]; +"436 onnx^^Conv_524" [id=436, type=Constant]; "437 Constant_61866" [id=437, type=Constant]; "438 Constant_61865" [id=438, type=Constant]; "439 Constant_61864" [id=439, type=Constant]; @@ -446,7 +446,7 @@ strict digraph { "444 Constant_61860" [id=444, type=Constant]; "445 Constant_61859" [id=445, type=Constant]; "446 Constant_61858" [id=446, type=Constant]; -"447 onnx^^Conv_521" [id=447, label="447 onnx::Conv_521", type=Constant]; +"447 onnx^^Conv_521" [id=447, type=Constant]; "448 Constant_61931" [id=448, type=Constant]; "449 Constant_61930" [id=449, type=Constant]; "450 Constant_61929" [id=450, type=Constant]; @@ -457,7 +457,7 @@ strict digraph { "455 Constant_61925" [id=455, type=Constant]; "456 Constant_61924" [id=456, type=Constant]; "457 Constant_61923" [id=457, type=Constant]; -"458 onnx^^Conv_536" [id=458, label="458 onnx::Conv_536", type=Constant]; +"458 onnx^^Conv_536" [id=458, type=Constant]; "459 Constant_61921" [id=459, type=Constant]; "460 Constant_61920" [id=460, type=Constant]; "461 Constant_61919" [id=461, type=Constant]; @@ -468,7 +468,7 @@ strict digraph { "466 Constant_61915" [id=466, type=Constant]; "467 Constant_61914" [id=467, type=Constant]; "468 Constant_61913" [id=468, type=Constant]; -"469 onnx^^Conv_533" [id=469, label="469 onnx::Conv_533", type=Constant]; +"469 onnx^^Conv_533" [id=469, type=Constant]; "470 Constant_61911" [id=470, type=Constant]; "471 Constant_61910" [id=471, type=Constant]; "472 Constant_61909" [id=472, type=Constant]; @@ -479,14 +479,14 @@ strict digraph { "477 Constant_61905" [id=477, type=Constant]; "478 Constant_61904" [id=478, type=Constant]; "479 Constant_61903" [id=479, type=Constant]; -"480 onnx^^Conv_530" [id=480, label="480 onnx::Conv_530", type=Constant]; +"480 onnx^^Conv_530" [id=480, type=Constant]; "481 Reshape_396" [id=481, type=Constant]; "482 /layer2/layer2.1/conv3/Conv/WithoutBiases/fq_weights_1" [id=482, type=FakeQuantize]; "483 Constant_61961" [id=483, type=Constant]; "484 Constant_61960" [id=484, type=Constant]; "485 Constant_61959" [id=485, type=Constant]; "486 Constant_61958" [id=486, type=Constant]; -"487 onnx^^Conv_548" [id=487, label="487 onnx::Conv_548", type=Constant]; +"487 onnx^^Conv_548" [id=487, type=Constant]; "488 Constant_61956" [id=488, type=Constant]; "489 Constant_61955" [id=489, type=Constant]; "490 Constant_61954" [id=490, type=Constant]; @@ -497,7 +497,7 @@ strict digraph { "495 Constant_61950" [id=495, type=Constant]; "496 Constant_61949" [id=496, type=Constant]; "497 Constant_61948" [id=497, type=Constant]; -"498 onnx^^Conv_545" [id=498, label="498 onnx::Conv_545", type=Constant]; +"498 onnx^^Conv_545" [id=498, type=Constant]; "499 Constant_61946" [id=499, type=Constant]; "500 Constant_61945" [id=500, type=Constant]; "501 Constant_61944" [id=501, type=Constant]; @@ -508,14 +508,14 @@ strict digraph { "506 Constant_61940" [id=506, type=Constant]; "507 Constant_61939" [id=507, type=Constant]; "508 Constant_61938" [id=508, type=Constant]; -"509 onnx^^Conv_542" [id=509, label="509 onnx::Conv_542", type=Constant]; +"509 onnx^^Conv_542" [id=509, type=Constant]; "510 Reshape_445" [id=510, type=Constant]; "511 /layer2/layer2.2/conv3/Conv/WithoutBiases/fq_weights_1" [id=511, type=FakeQuantize]; "512 Constant_61996" [id=512, type=Constant]; "513 Constant_61995" [id=513, type=Constant]; "514 Constant_61994" [id=514, type=Constant]; "515 Constant_61993" [id=515, type=Constant]; -"516 onnx^^Conv_557" [id=516, label="516 onnx::Conv_557", type=Constant]; +"516 onnx^^Conv_557" [id=516, type=Constant]; "517 Constant_61991" [id=517, type=Constant]; "518 Constant_61990" [id=518, type=Constant]; "519 Constant_61989" [id=519, type=Constant]; @@ -526,7 +526,7 @@ strict digraph { "524 Constant_61985" [id=524, type=Constant]; "525 Constant_61984" [id=525, type=Constant]; "526 Constant_61983" [id=526, type=Constant]; -"527 onnx^^Conv_554" [id=527, label="527 onnx::Conv_554", type=Constant]; +"527 onnx^^Conv_554" [id=527, type=Constant]; "528 Constant_61981" [id=528, type=Constant]; "529 Constant_61980" [id=529, type=Constant]; "530 Constant_61979" [id=530, type=Constant]; @@ -537,14 +537,14 @@ strict digraph { "535 Constant_61975" [id=535, type=Constant]; "536 Constant_61974" [id=536, type=Constant]; "537 Constant_61973" [id=537, type=Constant]; -"538 onnx^^Conv_551" [id=538, label="538 onnx::Conv_551", type=Constant]; +"538 onnx^^Conv_551" [id=538, type=Constant]; "539 Reshape_494" [id=539, type=Constant]; "540 /layer2/layer2.3/conv3/Conv/WithoutBiases/fq_weights_1" [id=540, type=FakeQuantize]; "541 Constant_62031" [id=541, type=Constant]; "542 Constant_62030" [id=542, type=Constant]; "543 Constant_62029" [id=543, type=Constant]; "544 Constant_62028" [id=544, type=Constant]; -"545 onnx^^Conv_566" [id=545, label="545 onnx::Conv_566", type=Constant]; +"545 onnx^^Conv_566" [id=545, type=Constant]; "546 Constant_62026" [id=546, type=Constant]; "547 Constant_62025" [id=547, type=Constant]; "548 Constant_62024" [id=548, type=Constant]; @@ -555,7 +555,7 @@ strict digraph { "553 Constant_62020" [id=553, type=Constant]; "554 Constant_62019" [id=554, type=Constant]; "555 Constant_62018" [id=555, type=Constant]; -"556 onnx^^Conv_563" [id=556, label="556 onnx::Conv_563", type=Constant]; +"556 onnx^^Conv_563" [id=556, type=Constant]; "557 Constant_62016" [id=557, type=Constant]; "558 Constant_62015" [id=558, type=Constant]; "559 Constant_62014" [id=559, type=Constant]; @@ -566,7 +566,7 @@ strict digraph { "564 Constant_62010" [id=564, type=Constant]; "565 Constant_62009" [id=565, type=Constant]; "566 Constant_62008" [id=566, type=Constant]; -"567 onnx^^Conv_560" [id=567, label="567 onnx::Conv_560", type=Constant]; +"567 onnx^^Conv_560" [id=567, type=Constant]; "568 Constant_62081" [id=568, type=Constant]; "569 Constant_62080" [id=569, type=Constant]; "570 Constant_62079" [id=570, type=Constant]; @@ -577,7 +577,7 @@ strict digraph { "575 Constant_62075" [id=575, type=Constant]; "576 Constant_62074" [id=576, type=Constant]; "577 Constant_62073" [id=577, type=Constant]; -"578 onnx^^Conv_575" [id=578, label="578 onnx::Conv_575", type=Constant]; +"578 onnx^^Conv_575" [id=578, type=Constant]; "579 Constant_62071" [id=579, type=Constant]; "580 Constant_62070" [id=580, type=Constant]; "581 Constant_62069" [id=581, type=Constant]; @@ -588,7 +588,7 @@ strict digraph { "586 Constant_62065" [id=586, type=Constant]; "587 Constant_62064" [id=587, type=Constant]; "588 Constant_62063" [id=588, type=Constant]; -"589 onnx^^Conv_572" [id=589, label="589 onnx::Conv_572", type=Constant]; +"589 onnx^^Conv_572" [id=589, type=Constant]; "590 Constant_62061" [id=590, type=Constant]; "591 Constant_62060" [id=591, type=Constant]; "592 Constant_62059" [id=592, type=Constant]; @@ -599,14 +599,14 @@ strict digraph { "597 Constant_62055" [id=597, type=Constant]; "598 Constant_62054" [id=598, type=Constant]; "599 Constant_62053" [id=599, type=Constant]; -"600 onnx^^Conv_569" [id=600, label="600 onnx::Conv_569", type=Constant]; +"600 onnx^^Conv_569" [id=600, type=Constant]; "601 Reshape_607" [id=601, type=Constant]; "602 /layer3/layer3.1/conv3/Conv/WithoutBiases/fq_weights_1" [id=602, type=FakeQuantize]; "603 Constant_62111" [id=603, type=Constant]; "604 Constant_62110" [id=604, type=Constant]; "605 Constant_62109" [id=605, type=Constant]; "606 Constant_62108" [id=606, type=Constant]; -"607 onnx^^Conv_587" [id=607, label="607 onnx::Conv_587", type=Constant]; +"607 onnx^^Conv_587" [id=607, type=Constant]; "608 Constant_62106" [id=608, type=Constant]; "609 Constant_62105" [id=609, type=Constant]; "610 Constant_62104" [id=610, type=Constant]; @@ -617,7 +617,7 @@ strict digraph { "615 Constant_62100" [id=615, type=Constant]; "616 Constant_62099" [id=616, type=Constant]; "617 Constant_62098" [id=617, type=Constant]; -"618 onnx^^Conv_584" [id=618, label="618 onnx::Conv_584", type=Constant]; +"618 onnx^^Conv_584" [id=618, type=Constant]; "619 Constant_62096" [id=619, type=Constant]; "620 Constant_62095" [id=620, type=Constant]; "621 Constant_62094" [id=621, type=Constant]; @@ -628,14 +628,14 @@ strict digraph { "626 Constant_62090" [id=626, type=Constant]; "627 Constant_62089" [id=627, type=Constant]; "628 Constant_62088" [id=628, type=Constant]; -"629 onnx^^Conv_581" [id=629, label="629 onnx::Conv_581", type=Constant]; +"629 onnx^^Conv_581" [id=629, type=Constant]; "630 Reshape_656" [id=630, type=Constant]; "631 /layer3/layer3.2/conv3/Conv/WithoutBiases/fq_weights_1" [id=631, type=FakeQuantize]; "632 Constant_62146" [id=632, type=Constant]; "633 Constant_62145" [id=633, type=Constant]; "634 Constant_62144" [id=634, type=Constant]; "635 Constant_62143" [id=635, type=Constant]; -"636 onnx^^Conv_596" [id=636, label="636 onnx::Conv_596", type=Constant]; +"636 onnx^^Conv_596" [id=636, type=Constant]; "637 Constant_62141" [id=637, type=Constant]; "638 Constant_62140" [id=638, type=Constant]; "639 Constant_62139" [id=639, type=Constant]; @@ -646,7 +646,7 @@ strict digraph { "644 Constant_62135" [id=644, type=Constant]; "645 Constant_62134" [id=645, type=Constant]; "646 Constant_62133" [id=646, type=Constant]; -"647 onnx^^Conv_593" [id=647, label="647 onnx::Conv_593", type=Constant]; +"647 onnx^^Conv_593" [id=647, type=Constant]; "648 Constant_62131" [id=648, type=Constant]; "649 Constant_62130" [id=649, type=Constant]; "650 Constant_62129" [id=650, type=Constant]; @@ -657,14 +657,14 @@ strict digraph { "655 Constant_62125" [id=655, type=Constant]; "656 Constant_62124" [id=656, type=Constant]; "657 Constant_62123" [id=657, type=Constant]; -"658 onnx^^Conv_590" [id=658, label="658 onnx::Conv_590", type=Constant]; +"658 onnx^^Conv_590" [id=658, type=Constant]; "659 Reshape_705" [id=659, type=Constant]; "660 /layer3/layer3.3/conv3/Conv/WithoutBiases/fq_weights_1" [id=660, type=FakeQuantize]; "661 Constant_62181" [id=661, type=Constant]; "662 Constant_62180" [id=662, type=Constant]; "663 Constant_62179" [id=663, type=Constant]; "664 Constant_62178" [id=664, type=Constant]; -"665 onnx^^Conv_605" [id=665, label="665 onnx::Conv_605", type=Constant]; +"665 onnx^^Conv_605" [id=665, type=Constant]; "666 Constant_62176" [id=666, type=Constant]; "667 Constant_62175" [id=667, type=Constant]; "668 Constant_62174" [id=668, type=Constant]; @@ -675,7 +675,7 @@ strict digraph { "673 Constant_62170" [id=673, type=Constant]; "674 Constant_62169" [id=674, type=Constant]; "675 Constant_62168" [id=675, type=Constant]; -"676 onnx^^Conv_602" [id=676, label="676 onnx::Conv_602", type=Constant]; +"676 onnx^^Conv_602" [id=676, type=Constant]; "677 Constant_62166" [id=677, type=Constant]; "678 Constant_62165" [id=678, type=Constant]; "679 Constant_62164" [id=679, type=Constant]; @@ -686,14 +686,14 @@ strict digraph { "684 Constant_62160" [id=684, type=Constant]; "685 Constant_62159" [id=685, type=Constant]; "686 Constant_62158" [id=686, type=Constant]; -"687 onnx^^Conv_599" [id=687, label="687 onnx::Conv_599", type=Constant]; +"687 onnx^^Conv_599" [id=687, type=Constant]; "688 Reshape_754" [id=688, type=Constant]; "689 /layer3/layer3.4/conv3/Conv/WithoutBiases/fq_weights_1" [id=689, type=FakeQuantize]; "690 Constant_62216" [id=690, type=Constant]; "691 Constant_62215" [id=691, type=Constant]; "692 Constant_62214" [id=692, type=Constant]; "693 Constant_62213" [id=693, type=Constant]; -"694 onnx^^Conv_614" [id=694, label="694 onnx::Conv_614", type=Constant]; +"694 onnx^^Conv_614" [id=694, type=Constant]; "695 Constant_62211" [id=695, type=Constant]; "696 Constant_62210" [id=696, type=Constant]; "697 Constant_62209" [id=697, type=Constant]; @@ -704,7 +704,7 @@ strict digraph { "702 Constant_62205" [id=702, type=Constant]; "703 Constant_62204" [id=703, type=Constant]; "704 Constant_62203" [id=704, type=Constant]; -"705 onnx^^Conv_611" [id=705, label="705 onnx::Conv_611", type=Constant]; +"705 onnx^^Conv_611" [id=705, type=Constant]; "706 Constant_62201" [id=706, type=Constant]; "707 Constant_62200" [id=707, type=Constant]; "708 Constant_62199" [id=708, type=Constant]; @@ -715,14 +715,14 @@ strict digraph { "713 Constant_62195" [id=713, type=Constant]; "714 Constant_62194" [id=714, type=Constant]; "715 Constant_62193" [id=715, type=Constant]; -"716 onnx^^Conv_608" [id=716, label="716 onnx::Conv_608", type=Constant]; +"716 onnx^^Conv_608" [id=716, type=Constant]; "717 Reshape_803" [id=717, type=Constant]; "718 /layer3/layer3.5/conv3/Conv/WithoutBiases/fq_weights_1" [id=718, type=FakeQuantize]; "719 Constant_62251" [id=719, type=Constant]; "720 Constant_62250" [id=720, type=Constant]; "721 Constant_62249" [id=721, type=Constant]; "722 Constant_62248" [id=722, type=Constant]; -"723 onnx^^Conv_623" [id=723, label="723 onnx::Conv_623", type=Constant]; +"723 onnx^^Conv_623" [id=723, type=Constant]; "724 Constant_62246" [id=724, type=Constant]; "725 Constant_62245" [id=725, type=Constant]; "726 Constant_62244" [id=726, type=Constant]; @@ -733,7 +733,7 @@ strict digraph { "731 Constant_62240" [id=731, type=Constant]; "732 Constant_62239" [id=732, type=Constant]; "733 Constant_62238" [id=733, type=Constant]; -"734 onnx^^Conv_620" [id=734, label="734 onnx::Conv_620", type=Constant]; +"734 onnx^^Conv_620" [id=734, type=Constant]; "735 Constant_62236" [id=735, type=Constant]; "736 Constant_62235" [id=736, type=Constant]; "737 Constant_62234" [id=737, type=Constant]; @@ -744,7 +744,7 @@ strict digraph { "742 Constant_62230" [id=742, type=Constant]; "743 Constant_62229" [id=743, type=Constant]; "744 Constant_62228" [id=744, type=Constant]; -"745 onnx^^Conv_617" [id=745, label="745 onnx::Conv_617", type=Constant]; +"745 onnx^^Conv_617" [id=745, type=Constant]; "746 Constant_62301" [id=746, type=Constant]; "747 Constant_62300" [id=747, type=Constant]; "748 Constant_62299" [id=748, type=Constant]; @@ -755,7 +755,7 @@ strict digraph { "753 Constant_62295" [id=753, type=Constant]; "754 Constant_62294" [id=754, type=Constant]; "755 Constant_62293" [id=755, type=Constant]; -"756 onnx^^Conv_632" [id=756, label="756 onnx::Conv_632", type=Constant]; +"756 onnx^^Conv_632" [id=756, type=Constant]; "757 Constant_62291" [id=757, type=Constant]; "758 Constant_62290" [id=758, type=Constant]; "759 Constant_62289" [id=759, type=Constant]; @@ -766,7 +766,7 @@ strict digraph { "764 Constant_62285" [id=764, type=Constant]; "765 Constant_62284" [id=765, type=Constant]; "766 Constant_62283" [id=766, type=Constant]; -"767 onnx^^Conv_629" [id=767, label="767 onnx::Conv_629", type=Constant]; +"767 onnx^^Conv_629" [id=767, type=Constant]; "768 Constant_62281" [id=768, type=Constant]; "769 Constant_62280" [id=769, type=Constant]; "770 Constant_62279" [id=770, type=Constant]; @@ -777,14 +777,14 @@ strict digraph { "775 Constant_62275" [id=775, type=Constant]; "776 Constant_62274" [id=776, type=Constant]; "777 Constant_62273" [id=777, type=Constant]; -"778 onnx^^Conv_626" [id=778, label="778 onnx::Conv_626", type=Constant]; +"778 onnx^^Conv_626" [id=778, type=Constant]; "779 Reshape_916" [id=779, type=Constant]; "780 /layer4/layer4.1/conv3/Conv/WithoutBiases/fq_weights_1" [id=780, type=FakeQuantize]; "781 Constant_62331" [id=781, type=Constant]; "782 Constant_62330" [id=782, type=Constant]; "783 Constant_62329" [id=783, type=Constant]; "784 Constant_62328" [id=784, type=Constant]; -"785 onnx^^Conv_644" [id=785, label="785 onnx::Conv_644", type=Constant]; +"785 onnx^^Conv_644" [id=785, type=Constant]; "786 Constant_62326" [id=786, type=Constant]; "787 Constant_62325" [id=787, type=Constant]; "788 Constant_62324" [id=788, type=Constant]; @@ -795,7 +795,7 @@ strict digraph { "793 Constant_62320" [id=793, type=Constant]; "794 Constant_62319" [id=794, type=Constant]; "795 Constant_62318" [id=795, type=Constant]; -"796 onnx^^Conv_641" [id=796, label="796 onnx::Conv_641", type=Constant]; +"796 onnx^^Conv_641" [id=796, type=Constant]; "797 Constant_62316" [id=797, type=Constant]; "798 Constant_62315" [id=798, type=Constant]; "799 Constant_62314" [id=799, type=Constant]; @@ -806,14 +806,14 @@ strict digraph { "804 Constant_62310" [id=804, type=Constant]; "805 Constant_62309" [id=805, type=Constant]; "806 Constant_62308" [id=806, type=Constant]; -"807 onnx^^Conv_638" [id=807, label="807 onnx::Conv_638", type=Constant]; +"807 onnx^^Conv_638" [id=807, type=Constant]; "808 Reshape_965" [id=808, type=Constant]; "809 /layer4/layer4.2/conv3/Conv/WithoutBiases/fq_weights_1" [id=809, type=FakeQuantize]; "810 Constant_62366" [id=810, type=Constant]; "811 Constant_62365" [id=811, type=Constant]; "812 Constant_62364" [id=812, type=Constant]; "813 Constant_62363" [id=813, type=Constant]; -"814 onnx^^Conv_653" [id=814, label="814 onnx::Conv_653", type=Constant]; +"814 onnx^^Conv_653" [id=814, type=Constant]; "815 Constant_62361" [id=815, type=Constant]; "816 Constant_62360" [id=816, type=Constant]; "817 Constant_62359" [id=817, type=Constant]; @@ -824,7 +824,7 @@ strict digraph { "822 Constant_62355" [id=822, type=Constant]; "823 Constant_62354" [id=823, type=Constant]; "824 Constant_62353" [id=824, type=Constant]; -"825 onnx^^Conv_650" [id=825, label="825 onnx::Conv_650", type=Constant]; +"825 onnx^^Conv_650" [id=825, type=Constant]; "826 Constant_62351" [id=826, type=Constant]; "827 Constant_62350" [id=827, type=Constant]; "828 Constant_62349" [id=828, type=Constant]; @@ -835,7 +835,7 @@ strict digraph { "833 Constant_62345" [id=833, type=Constant]; "834 Constant_62344" [id=834, type=Constant]; "835 Constant_62343" [id=835, type=Constant]; -"836 onnx^^Conv_647" [id=836, label="836 onnx::Conv_647", type=Constant]; +"836 onnx^^Conv_647" [id=836, type=Constant]; "0 data" -> "1 Multiply_2745" [label="[1, 3, 224, 224]", style=solid]; "1 Multiply_2745" -> "2 Divide_1002" [label="[1, 3, 224, 224]", style=solid]; "2 Divide_1002" -> "3 Divide_1002/fq_output_0" [label="[1, 3, 224, 224]", style=solid]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_performance_transformer.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_performance_transformer.dot index ccdd526e94d..75d9edfb475 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_performance_transformer.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_performance_transformer.dot @@ -1561,7 +1561,7 @@ strict digraph { "1559 Gather_7279" [id=1559, type=Constant]; "1560 Gather_7276" [id=1560, type=Constant]; "1561 Constant_7287" [id=1561, type=Constant]; -"1562 onnx^^Add_2244" [id=1562, label="1562 onnx::Add_2244", type=Constant]; +"1562 onnx^^Add_2244" [id=1562, type=Constant]; "1563 Constant_268" [id=1563, type=Constant]; "1564 /patch_embed/proj/Constant" [id=1564, type=Constant]; "1565 Constant_27509" [id=1565, type=Constant]; @@ -1586,9 +1586,9 @@ strict digraph { "1584 Constant_5085" [id=1584, type=Constant]; "1585 Constant_7296" [id=1585, type=Constant]; "1586 /layers/layers.0/blocks.1/attn/Constant_3" [id=1586, type=Constant]; -"1587 onnx^^Add_2301" [id=1587, label="1587 onnx::Add_2301", type=Constant]; +"1587 onnx^^Add_2301" [id=1587, type=Constant]; "1588 /layers/layers.0/blocks.1/attn/Constant_2" [id=1588, type=Constant]; -"1589 onnx^^Add_2293" [id=1589, label="1589 onnx::Add_2293", type=Constant]; +"1589 onnx^^Add_2293" [id=1589, type=Constant]; "1590 Constant_416" [id=1590, type=Constant]; "1591 Constant_27554" [id=1591, type=Constant]; "1592 Constant_27553" [id=1592, type=Constant]; @@ -1622,7 +1622,7 @@ strict digraph { "1620 Constant_5172" [id=1620, type=Constant]; "1621 Constant_5169" [id=1621, type=Constant]; "1622 Constant_7307" [id=1622, type=Constant]; -"1623 onnx^^Add_2389" [id=1623, label="1623 onnx::Add_2389", type=Constant]; +"1623 onnx^^Add_2389" [id=1623, type=Constant]; "1624 Constant_626" [id=1624, type=Constant]; "1625 Constant_27614" [id=1625, type=Constant]; "1626 Constant_27613" [id=1626, type=Constant]; @@ -1645,9 +1645,9 @@ strict digraph { "1643 Constant_5253" [id=1643, type=Constant]; "1644 Constant_7316" [id=1644, type=Constant]; "1645 /layers/layers.1/blocks.1/attn/Constant_3" [id=1645, type=Constant]; -"1646 onnx^^Add_2446" [id=1646, label="1646 onnx::Add_2446", type=Constant]; +"1646 onnx^^Add_2446" [id=1646, type=Constant]; "1647 /layers/layers.1/blocks.1/attn/Constant_2" [id=1647, type=Constant]; -"1648 onnx^^Add_2438" [id=1648, label="1648 onnx::Add_2438", type=Constant]; +"1648 onnx^^Add_2438" [id=1648, type=Constant]; "1649 Constant_774" [id=1649, type=Constant]; "1650 Constant_27659" [id=1650, type=Constant]; "1651 Constant_27658" [id=1651, type=Constant]; @@ -1681,7 +1681,7 @@ strict digraph { "1679 Constant_5340" [id=1679, type=Constant]; "1680 Constant_5337" [id=1680, type=Constant]; "1681 Constant_7327" [id=1681, type=Constant]; -"1682 onnx^^Add_2534" [id=1682, label="1682 onnx::Add_2534", type=Constant]; +"1682 onnx^^Add_2534" [id=1682, type=Constant]; "1683 Constant_984" [id=1683, type=Constant]; "1684 Constant_27719" [id=1684, type=Constant]; "1685 Constant_27718" [id=1685, type=Constant]; @@ -1704,9 +1704,9 @@ strict digraph { "1702 Constant_5421" [id=1702, type=Constant]; "1703 Constant_7336" [id=1703, type=Constant]; "1704 /layers/layers.2/blocks.1/attn/Constant_3" [id=1704, type=Constant]; -"1705 onnx^^Add_2702" [id=1705, label="1705 onnx::Add_2702", type=Constant]; +"1705 onnx^^Add_2702" [id=1705, type=Constant]; "1706 /layers/layers.2/blocks.1/attn/Constant_2" [id=1706, type=Constant]; -"1707 onnx^^Add_2583" [id=1707, label="1707 onnx::Add_2583", type=Constant]; +"1707 onnx^^Add_2583" [id=1707, type=Constant]; "1708 Constant_1132" [id=1708, type=Constant]; "1709 Constant_27764" [id=1709, type=Constant]; "1710 Constant_27763" [id=1710, type=Constant]; @@ -1728,7 +1728,7 @@ strict digraph { "1726 Constant_7341" [id=1726, type=Constant]; "1727 Constant_7342" [id=1727, type=Constant]; "1728 Constant_7345" [id=1728, type=Constant]; -"1729 onnx^^Add_2645" [id=1729, label="1729 onnx::Add_2645", type=Constant]; +"1729 onnx^^Add_2645" [id=1729, type=Constant]; "1730 Constant_1289" [id=1730, type=Constant]; "1731 Constant_27814" [id=1731, type=Constant]; "1732 Constant_27813" [id=1732, type=Constant]; @@ -1752,7 +1752,7 @@ strict digraph { "1750 Constant_7354" [id=1750, type=Constant]; "1751 /layers/layers.2/blocks.3/attn/Constant_3" [id=1751, type=Constant]; "1752 /layers/layers.2/blocks.3/attn/Constant_2" [id=1752, type=Constant]; -"1753 onnx^^Add_2694" [id=1753, label="1753 onnx::Add_2694", type=Constant]; +"1753 onnx^^Add_2694" [id=1753, type=Constant]; "1754 Constant_1437" [id=1754, type=Constant]; "1755 Constant_27859" [id=1755, type=Constant]; "1756 Constant_27858" [id=1756, type=Constant]; @@ -1774,7 +1774,7 @@ strict digraph { "1772 Constant_7359" [id=1772, type=Constant]; "1773 Constant_7360" [id=1773, type=Constant]; "1774 Constant_7363" [id=1774, type=Constant]; -"1775 onnx^^Add_2756" [id=1775, label="1775 onnx::Add_2756", type=Constant]; +"1775 onnx^^Add_2756" [id=1775, type=Constant]; "1776 Constant_1594" [id=1776, type=Constant]; "1777 Constant_27909" [id=1777, type=Constant]; "1778 Constant_27908" [id=1778, type=Constant]; @@ -1798,7 +1798,7 @@ strict digraph { "1796 Constant_7372" [id=1796, type=Constant]; "1797 /layers/layers.2/blocks.5/attn/Constant_3" [id=1797, type=Constant]; "1798 /layers/layers.2/blocks.5/attn/Constant_2" [id=1798, type=Constant]; -"1799 onnx^^Add_2805" [id=1799, label="1799 onnx::Add_2805", type=Constant]; +"1799 onnx^^Add_2805" [id=1799, type=Constant]; "1800 Constant_1742" [id=1800, type=Constant]; "1801 Constant_27954" [id=1801, type=Constant]; "1802 Constant_27953" [id=1802, type=Constant]; @@ -1832,7 +1832,7 @@ strict digraph { "1830 Constant_5700" [id=1830, type=Constant]; "1831 Constant_5697" [id=1831, type=Constant]; "1832 Constant_7383" [id=1832, type=Constant]; -"1833 onnx^^Add_2901" [id=1833, label="1833 onnx::Add_2901", type=Constant]; +"1833 onnx^^Add_2901" [id=1833, type=Constant]; "1834 Constant_1952" [id=1834, type=Constant]; "1835 Constant_28014" [id=1835, type=Constant]; "1836 Constant_28013" [id=1836, type=Constant]; @@ -1848,7 +1848,7 @@ strict digraph { "1846 Constant_7388" [id=1846, type=Constant]; "1847 Constant_7389" [id=1847, type=Constant]; "1848 Constant_7392" [id=1848, type=Constant]; -"1849 onnx^^Add_2950" [id=1849, label="1849 onnx::Add_2950", type=Constant]; +"1849 onnx^^Add_2950" [id=1849, type=Constant]; "1850 Constant_2058" [id=1850, type=Constant]; "1851 Constant_28064" [id=1851, type=Constant]; "1852 Constant_28063" [id=1852, type=Constant]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_sq.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_sq.dot index b2201cd3a37..5f31e9fbb8a 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_sq.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_sq.dot @@ -1113,7 +1113,7 @@ strict digraph { "1111 Gather_7279" [id=1111, type=Constant]; "1112 Gather_7276" [id=1112, type=Constant]; "1113 Constant_7287" [id=1113, type=Constant]; -"1114 onnx^^Add_2244" [id=1114, label="1114 onnx::Add_2244", type=Constant]; +"1114 onnx^^Add_2244" [id=1114, type=Constant]; "1115 Constant_268" [id=1115, type=Constant]; "1116 /patch_embed/proj/Constant" [id=1116, type=Constant]; "1117 Constant_7288" [id=1117, type=Constant]; @@ -1130,9 +1130,9 @@ strict digraph { "1128 Constant_5085" [id=1128, type=Constant]; "1129 Constant_7296" [id=1129, type=Constant]; "1130 /layers/layers.0/blocks.1/attn/Constant_3" [id=1130, type=Constant]; -"1131 onnx^^Add_2301" [id=1131, label="1131 onnx::Add_2301", type=Constant]; +"1131 onnx^^Add_2301" [id=1131, type=Constant]; "1132 /layers/layers.0/blocks.1/attn/Constant_2" [id=1132, type=Constant]; -"1133 onnx^^Add_2293" [id=1133, label="1133 onnx::Add_2293", type=Constant]; +"1133 onnx^^Add_2293" [id=1133, type=Constant]; "1134 Constant_416" [id=1134, type=Constant]; "1135 Constant_7297" [id=1135, type=Constant]; "1136 Constant_414" [id=1136, type=Constant]; @@ -1158,7 +1158,7 @@ strict digraph { "1156 Constant_5172" [id=1156, type=Constant]; "1157 Constant_5169" [id=1157, type=Constant]; "1158 Constant_7307" [id=1158, type=Constant]; -"1159 onnx^^Add_2389" [id=1159, label="1159 onnx::Add_2389", type=Constant]; +"1159 onnx^^Add_2389" [id=1159, type=Constant]; "1160 Constant_626" [id=1160, type=Constant]; "1161 Constant_7308" [id=1161, type=Constant]; "1162 Constant_624" [id=1162, type=Constant]; @@ -1173,9 +1173,9 @@ strict digraph { "1171 Constant_5253" [id=1171, type=Constant]; "1172 Constant_7316" [id=1172, type=Constant]; "1173 /layers/layers.1/blocks.1/attn/Constant_3" [id=1173, type=Constant]; -"1174 onnx^^Add_2446" [id=1174, label="1174 onnx::Add_2446", type=Constant]; +"1174 onnx^^Add_2446" [id=1174, type=Constant]; "1175 /layers/layers.1/blocks.1/attn/Constant_2" [id=1175, type=Constant]; -"1176 onnx^^Add_2438" [id=1176, label="1176 onnx::Add_2438", type=Constant]; +"1176 onnx^^Add_2438" [id=1176, type=Constant]; "1177 Constant_774" [id=1177, type=Constant]; "1178 Constant_7317" [id=1178, type=Constant]; "1179 Constant_772" [id=1179, type=Constant]; @@ -1201,7 +1201,7 @@ strict digraph { "1199 Constant_5340" [id=1199, type=Constant]; "1200 Constant_5337" [id=1200, type=Constant]; "1201 Constant_7327" [id=1201, type=Constant]; -"1202 onnx^^Add_2534" [id=1202, label="1202 onnx::Add_2534", type=Constant]; +"1202 onnx^^Add_2534" [id=1202, type=Constant]; "1203 Constant_984" [id=1203, type=Constant]; "1204 Constant_7328" [id=1204, type=Constant]; "1205 Constant_982" [id=1205, type=Constant]; @@ -1216,9 +1216,9 @@ strict digraph { "1214 Constant_5421" [id=1214, type=Constant]; "1215 Constant_7336" [id=1215, type=Constant]; "1216 /layers/layers.2/blocks.1/attn/Constant_3" [id=1216, type=Constant]; -"1217 onnx^^Add_2702" [id=1217, label="1217 onnx::Add_2702", type=Constant]; +"1217 onnx^^Add_2702" [id=1217, type=Constant]; "1218 /layers/layers.2/blocks.1/attn/Constant_2" [id=1218, type=Constant]; -"1219 onnx^^Add_2583" [id=1219, label="1219 onnx::Add_2583", type=Constant]; +"1219 onnx^^Add_2583" [id=1219, type=Constant]; "1220 Constant_1132" [id=1220, type=Constant]; "1221 Constant_7337" [id=1221, type=Constant]; "1222 Constant_1130" [id=1222, type=Constant]; @@ -1232,7 +1232,7 @@ strict digraph { "1230 Constant_7341" [id=1230, type=Constant]; "1231 Constant_7342" [id=1231, type=Constant]; "1232 Constant_7345" [id=1232, type=Constant]; -"1233 onnx^^Add_2645" [id=1233, label="1233 onnx::Add_2645", type=Constant]; +"1233 onnx^^Add_2645" [id=1233, type=Constant]; "1234 Constant_1289" [id=1234, type=Constant]; "1235 Constant_7346" [id=1235, type=Constant]; "1236 Constant_1287" [id=1236, type=Constant]; @@ -1248,7 +1248,7 @@ strict digraph { "1246 Constant_7354" [id=1246, type=Constant]; "1247 /layers/layers.2/blocks.3/attn/Constant_3" [id=1247, type=Constant]; "1248 /layers/layers.2/blocks.3/attn/Constant_2" [id=1248, type=Constant]; -"1249 onnx^^Add_2694" [id=1249, label="1249 onnx::Add_2694", type=Constant]; +"1249 onnx^^Add_2694" [id=1249, type=Constant]; "1250 Constant_1437" [id=1250, type=Constant]; "1251 Constant_7355" [id=1251, type=Constant]; "1252 Constant_1435" [id=1252, type=Constant]; @@ -1262,7 +1262,7 @@ strict digraph { "1260 Constant_7359" [id=1260, type=Constant]; "1261 Constant_7360" [id=1261, type=Constant]; "1262 Constant_7363" [id=1262, type=Constant]; -"1263 onnx^^Add_2756" [id=1263, label="1263 onnx::Add_2756", type=Constant]; +"1263 onnx^^Add_2756" [id=1263, type=Constant]; "1264 Constant_1594" [id=1264, type=Constant]; "1265 Constant_7364" [id=1265, type=Constant]; "1266 Constant_1592" [id=1266, type=Constant]; @@ -1278,7 +1278,7 @@ strict digraph { "1276 Constant_7372" [id=1276, type=Constant]; "1277 /layers/layers.2/blocks.5/attn/Constant_3" [id=1277, type=Constant]; "1278 /layers/layers.2/blocks.5/attn/Constant_2" [id=1278, type=Constant]; -"1279 onnx^^Add_2805" [id=1279, label="1279 onnx::Add_2805", type=Constant]; +"1279 onnx^^Add_2805" [id=1279, type=Constant]; "1280 Constant_1742" [id=1280, type=Constant]; "1281 Constant_7373" [id=1281, type=Constant]; "1282 Constant_1740" [id=1282, type=Constant]; @@ -1304,7 +1304,7 @@ strict digraph { "1302 Constant_5700" [id=1302, type=Constant]; "1303 Constant_5697" [id=1303, type=Constant]; "1304 Constant_7383" [id=1304, type=Constant]; -"1305 onnx^^Add_2901" [id=1305, label="1305 onnx::Add_2901", type=Constant]; +"1305 onnx^^Add_2901" [id=1305, type=Constant]; "1306 Constant_1952" [id=1306, type=Constant]; "1307 Constant_7384" [id=1307, type=Constant]; "1308 Constant_1950" [id=1308, type=Constant]; @@ -1312,7 +1312,7 @@ strict digraph { "1310 Constant_7388" [id=1310, type=Constant]; "1311 Constant_7389" [id=1311, type=Constant]; "1312 Constant_7392" [id=1312, type=Constant]; -"1313 onnx^^Add_2950" [id=1313, label="1313 onnx::Add_2950", type=Constant]; +"1313 onnx^^Add_2950" [id=1313, type=Constant]; "1314 Constant_2058" [id=1314, type=Constant]; "1315 Constant_7393" [id=1315, type=Constant]; "1316 Constant_2056" [id=1316, type=Constant]; From 6667a18279b0ff1966156ea51b9f379ea3713bb5 Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Wed, 8 Nov 2023 13:42:48 +0100 Subject: [PATCH 05/13] Lint --- nncf/common/graph/graph.py | 3 --- nncf/common/quantization/quantizer_propagation/graph.py | 1 - tests/common/graph/test_dot_file_rw.py | 1 - 3 files changed, 5 deletions(-) diff --git a/nncf/common/graph/graph.py b/nncf/common/graph/graph.py index fb9ba8ac5a2..7831aae397b 100644 --- a/nncf/common/graph/graph.py +++ b/nncf/common/graph/graph.py @@ -22,7 +22,6 @@ from nncf.common.graph.operator_metatypes import OUTPUT_NOOP_METATYPES from nncf.common.graph.operator_metatypes import OperatorMetatype from nncf.common.graph.patterns import GraphPattern -from nncf.common.utils.dot_file_rw import relabel_graph_for_dot_visualization from nncf.common.utils.dot_file_rw import write_dot_graph NNCFNodeName = str @@ -761,5 +760,3 @@ def find_matching_subgraphs(self, patterns: GraphPattern, strict: bool = True) - subgraph_list.append(self.get_node_by_key(node_key)) output.append(subgraph_list) return output - - diff --git a/nncf/common/quantization/quantizer_propagation/graph.py b/nncf/common/quantization/quantizer_propagation/graph.py index 7d4f22bf6c5..a46968ea974 100644 --- a/nncf/common/quantization/quantizer_propagation/graph.py +++ b/nncf/common/quantization/quantizer_propagation/graph.py @@ -20,7 +20,6 @@ from nncf import nncf_logger from nncf.common.graph import NNCFNode from nncf.common.graph import NNCFNodeName -from nncf.common.utils.dot_file_rw import relabel_graph_for_dot_visualization from nncf.common.graph.operator_metatypes import INPUT_NOOP_METATYPES from nncf.common.graph.operator_metatypes import OUTPUT_NOOP_METATYPES from nncf.common.graph.operator_metatypes import NoopMetatype diff --git a/tests/common/graph/test_dot_file_rw.py b/tests/common/graph/test_dot_file_rw.py index f3c7b6c3700..9b29b47534a 100644 --- a/tests/common/graph/test_dot_file_rw.py +++ b/tests/common/graph/test_dot_file_rw.py @@ -8,4 +8,3 @@ # 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 d5247d19996d2fce31a59efcfeac042c17e07661 Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Wed, 8 Nov 2023 14:05:45 +0100 Subject: [PATCH 06/13] Add tests --- nncf/common/utils/dot_file_rw.py | 4 +++ tests/common/graph/test_dot_file_rw.py | 39 ++++++++++++++++++++++++++ 2 files changed, 43 insertions(+) diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index 4fe2a0c906b..3d9b56abc16 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.py @@ -78,4 +78,8 @@ def relabel_graph_for_dot_visualization(nx_graph: nx.Graph, from_reference: bool for _, node_data in relabeled_graph.nodes(data=True): if "label" in node_data: node_data["label"] = node_data["label"].replace(__CHARACTER_REPLACE_FROM, __CHARACTER_REPLACE_TO) + + for _, _, edge_data in relabeled_graph.edges(data=True): + if "label" in edge_data: + edge_data["label"] = edge_data["label"].replace(__CHARACTER_REPLACE_FROM, __CHARACTER_REPLACE_TO) return relabeled_graph diff --git a/tests/common/graph/test_dot_file_rw.py b/tests/common/graph/test_dot_file_rw.py index 9b29b47534a..6c0cca90233 100644 --- a/tests/common/graph/test_dot_file_rw.py +++ b/tests/common/graph/test_dot_file_rw.py @@ -8,3 +8,42 @@ # 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 copy import deepcopy +from pathlib import Path + +import networkx as nx +import pytest + +from nncf.common.utils.dot_file_rw import write_dot_graph +from nncf.common.utils.os import safe_open + + +@pytest.fixture(scope="module") +def ref_graph() -> nx.DiGraph: + graph = nx.DiGraph() + graph.add_node("Node::A", label=":baz") + graph.add_node("Node::B", label="qux:") + graph.add_edge("Node::A", "Node::B", label="foo:bar") + return graph + + +REF_DOT_REPRESENTATION = """strict digraph { +"Node^^A" [label="^baz"]; +"Node^^B" [label="qux^"]; +"Node^^A" -> "Node^^B" [label="foo^bar"]; +} +""" + + +def test_writing_does_not_modify_original_graph(tmp_path: Path, ref_graph: nx.DiGraph): + ref_graph_copy = deepcopy(ref_graph) + write_dot_graph(ref_graph_copy, tmp_path / "graph.dot") + assert nx.utils.graphs_equal(ref_graph_copy, ref_graph) + + +def test_colons_are_replaced_in_written_dot_file(tmp_path: Path, ref_graph: nx.DiGraph): + tmp_path_to_graph = tmp_path / "graph.dot" + write_dot_graph(ref_graph, tmp_path_to_graph) + with safe_open(tmp_path_to_graph, "r", encoding="utf-8") as f: + dot_contents = "\n".join(f.read().splitlines()) + assert dot_contents == "\n".join(REF_DOT_REPRESENTATION.splitlines()) From 267043cfa2f44a3089f415327ea90ca968f5aeab Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Wed, 8 Nov 2023 15:11:53 +0100 Subject: [PATCH 07/13] Fix more labels --- nncf/common/utils/dot_file_rw.py | 2 +- .../reference_graphs/dot_rw_reference.dot | 5 + tests/common/graph/test_dot_file_rw.py | 21 +- .../quantization/bertsquad-12.dot | 692 +++++++++--------- .../quantization/ssd_mobilenet_v1_12.dot | 276 +++---- .../original_nncf_graph/yolo-v4-tiny-tf.dot | 4 +- .../quantized/yolo-v4-tiny-tf_performance.dot | 4 +- .../original_nncf_graph/yolo-v4-tiny-tf.dot | 4 +- .../quantized/yolo-v4-tiny-tf_performance.dot | 4 +- 9 files changed, 509 insertions(+), 503 deletions(-) create mode 100644 tests/common/data/reference_graphs/dot_rw_reference.dot diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index 3d9b56abc16..02a6403af5d 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.py @@ -38,7 +38,7 @@ def get_graph_without_data(G: nx.DiGraph) -> nx.DiGraph: def read_dot_graph(path: pathlib.Path) -> nx.DiGraph: - loaded: nx.DiGraph = nx.nx_pydot.read_dot(str(path)) + loaded = nx.DiGraph(nx.nx_pydot.read_dot(str(path))) return relabel_graph_for_dot_visualization(loaded, from_reference=True) diff --git a/tests/common/data/reference_graphs/dot_rw_reference.dot b/tests/common/data/reference_graphs/dot_rw_reference.dot new file mode 100644 index 00000000000..15a11f7272f --- /dev/null +++ b/tests/common/data/reference_graphs/dot_rw_reference.dot @@ -0,0 +1,5 @@ +strict digraph { +"Node^^A" [label="^baz"]; +"Node^^B" [label="qux^"]; +"Node^^A" -> "Node^^B" [label="foo^bar"]; +} diff --git a/tests/common/graph/test_dot_file_rw.py b/tests/common/graph/test_dot_file_rw.py index 6c0cca90233..bae9bbed211 100644 --- a/tests/common/graph/test_dot_file_rw.py +++ b/tests/common/graph/test_dot_file_rw.py @@ -8,14 +8,17 @@ # 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 filecmp from copy import deepcopy from pathlib import Path import networkx as nx import pytest +from nncf.common.utils.dot_file_rw import read_dot_graph from nncf.common.utils.dot_file_rw import write_dot_graph -from nncf.common.utils.os import safe_open +from tests.shared.nx_graph import check_nx_graph +from tests.shared.paths import TEST_ROOT @pytest.fixture(scope="module") @@ -27,12 +30,7 @@ def ref_graph() -> nx.DiGraph: return graph -REF_DOT_REPRESENTATION = """strict digraph { -"Node^^A" [label="^baz"]; -"Node^^B" [label="qux^"]; -"Node^^A" -> "Node^^B" [label="foo^bar"]; -} -""" +REF_DOT_REPRESENTATION_GRAPH_PATH = TEST_ROOT / "common" / "data" / "reference_graphs" / "dot_rw_reference.dot" def test_writing_does_not_modify_original_graph(tmp_path: Path, ref_graph: nx.DiGraph): @@ -44,6 +42,9 @@ def test_writing_does_not_modify_original_graph(tmp_path: Path, ref_graph: nx.Di def test_colons_are_replaced_in_written_dot_file(tmp_path: Path, ref_graph: nx.DiGraph): tmp_path_to_graph = tmp_path / "graph.dot" write_dot_graph(ref_graph, tmp_path_to_graph) - with safe_open(tmp_path_to_graph, "r", encoding="utf-8") as f: - dot_contents = "\n".join(f.read().splitlines()) - assert dot_contents == "\n".join(REF_DOT_REPRESENTATION.splitlines()) + assert filecmp.cmp(tmp_path_to_graph, REF_DOT_REPRESENTATION_GRAPH_PATH) + + +def test_read_dot_file_gives_graph_with_colons(tmp_path: Path, ref_graph: nx.DiGraph): + test_graph = read_dot_graph(REF_DOT_REPRESENTATION_GRAPH_PATH) + check_nx_graph(test_graph, ref_graph, check_edge_attrs=True) diff --git a/tests/onnx/data/reference_graphs/quantization/bertsquad-12.dot b/tests/onnx/data/reference_graphs/quantization/bertsquad-12.dot index 5e2502ba0c4..9c0a456cae6 100644 --- a/tests/onnx/data/reference_graphs/quantization/bertsquad-12.dot +++ b/tests/onnx/data/reference_graphs/quantization/bertsquad-12.dot @@ -198,8 +198,8 @@ strict digraph { "196 bert/embeddings/Reshape_1/shape_Concat__58" [id=196, type=Concat]; "197 bert/embeddings/Reshape_1__60" [id=197, type=Cast]; "198 bert/embeddings/Reshape" [id=198, type=Reshape]; -"199 QuantizeLinear_bert/embeddings/word_embeddings^0_1" [id=199, label="199 QuantizeLinear_bert/embeddings/word_embeddings:0_1", type=QuantizeLinear]; -"200 DequantizeLinear_bert/embeddings/word_embeddings^0_1" [id=200, label="200 DequantizeLinear_bert/embeddings/word_embeddings:0_1", type=DequantizeLinear]; +"199 QuantizeLinear_bert/embeddings/word_embeddings^0_1" [id=199, type=QuantizeLinear]; +"200 DequantizeLinear_bert/embeddings/word_embeddings^0_1" [id=200, type=DequantizeLinear]; "201 bert/embeddings/GatherV2" [id=201, type=Gather]; "202 bert/embeddings/Reshape_1" [id=202, type=Reshape]; "203 bert/embeddings/Shape_1" [id=203, type=Shape]; @@ -219,10 +219,10 @@ strict digraph { "217 MatMul__486" [id=217, type=Transpose]; "218 Concat__47" [id=218, type=Concat]; "219 bert/embeddings/one_hot" [id=219, type=OneHot]; -"220 QuantizeLinear_bert/embeddings/one_hot^0_1" [id=220, label="220 QuantizeLinear_bert/embeddings/one_hot:0_1", type=QuantizeLinear]; -"221 DequantizeLinear_bert/embeddings/one_hot^0_1" [id=221, label="221 DequantizeLinear_bert/embeddings/one_hot:0_1", type=DequantizeLinear]; -"222 QuantizeLinear_bert/embeddings/token_type_embeddings^0_1" [id=222, label="222 QuantizeLinear_bert/embeddings/token_type_embeddings:0_1", type=QuantizeLinear]; -"223 DequantizeLinear_bert/embeddings/token_type_embeddings^0_1" [id=223, label="223 DequantizeLinear_bert/embeddings/token_type_embeddings:0_1", type=DequantizeLinear]; +"220 QuantizeLinear_bert/embeddings/one_hot^0_1" [id=220, type=QuantizeLinear]; +"221 DequantizeLinear_bert/embeddings/one_hot^0_1" [id=221, type=DequantizeLinear]; +"222 QuantizeLinear_bert/embeddings/token_type_embeddings^0_1" [id=222, type=QuantizeLinear]; +"223 DequantizeLinear_bert/embeddings/token_type_embeddings^0_1" [id=223, type=DequantizeLinear]; "224 bert/embeddings/MatMul" [id=224, type=MatMul]; "225 bert/embeddings/Reshape_3" [id=225, type=Reshape]; "226 bert/embeddings/add" [id=226, type=Add]; @@ -405,32 +405,32 @@ strict digraph { "403 bert/encoder/Reshape_13/shape_Concat__301" [id=403, type=Concat]; "404 bert/encoder/Reshape_13__471" [id=404, type=Cast]; "405 bert/encoder/Reshape_1" [id=405, type=Reshape]; -"406 QuantizeLinear_bert/encoder/Reshape_1^0_1" [id=406, label="406 QuantizeLinear_bert/encoder/Reshape_1:0_1", type=QuantizeLinear]; -"407 DequantizeLinear_bert/encoder/Reshape_1^0_1" [id=407, label="407 DequantizeLinear_bert/encoder/Reshape_1:0_1", type=DequantizeLinear]; -"408 QuantizeLinear_bert/encoder/layer_0/attention/self/value/kernel^0_1" [id=408, label="408 QuantizeLinear_bert/encoder/layer_0/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"409 DequantizeLinear_bert/encoder/layer_0/attention/self/value/kernel^0_1" [id=409, label="409 DequantizeLinear_bert/encoder/layer_0/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"410 QuantizeLinear_bert/encoder/Reshape_1^0_2" [id=410, label="410 QuantizeLinear_bert/encoder/Reshape_1:0_2", type=QuantizeLinear]; -"411 DequantizeLinear_bert/encoder/Reshape_1^0_2" [id=411, label="411 DequantizeLinear_bert/encoder/Reshape_1:0_2", type=DequantizeLinear]; -"412 QuantizeLinear_bert/encoder/Reshape_1^0_3" [id=412, label="412 QuantizeLinear_bert/encoder/Reshape_1:0_3", type=QuantizeLinear]; -"413 DequantizeLinear_bert/encoder/Reshape_1^0_3" [id=413, label="413 DequantizeLinear_bert/encoder/Reshape_1:0_3", type=DequantizeLinear]; +"406 QuantizeLinear_bert/encoder/Reshape_1^0_1" [id=406, type=QuantizeLinear]; +"407 DequantizeLinear_bert/encoder/Reshape_1^0_1" [id=407, type=DequantizeLinear]; +"408 QuantizeLinear_bert/encoder/layer_0/attention/self/value/kernel^0_1" [id=408, type=QuantizeLinear]; +"409 DequantizeLinear_bert/encoder/layer_0/attention/self/value/kernel^0_1" [id=409, type=DequantizeLinear]; +"410 QuantizeLinear_bert/encoder/Reshape_1^0_2" [id=410, type=QuantizeLinear]; +"411 DequantizeLinear_bert/encoder/Reshape_1^0_2" [id=411, type=DequantizeLinear]; +"412 QuantizeLinear_bert/encoder/Reshape_1^0_3" [id=412, type=QuantizeLinear]; +"413 DequantizeLinear_bert/encoder/Reshape_1^0_3" [id=413, type=DequantizeLinear]; "414 bert/encoder/layer_0/attention/self/value/MatMul" [id=414, type=MatMul]; "415 bert/encoder/layer_0/attention/self/value/BiasAdd" [id=415, type=Add]; "416 bert/encoder/layer_0/attention/self/Reshape_2" [id=416, type=Reshape]; "417 bert/encoder/layer_0/attention/self/transpose_2" [id=417, type=Transpose]; -"418 QuantizeLinear_bert/encoder/layer_0/attention/self/query/kernel^0_1" [id=418, label="418 QuantizeLinear_bert/encoder/layer_0/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"419 DequantizeLinear_bert/encoder/layer_0/attention/self/query/kernel^0_1" [id=419, label="419 DequantizeLinear_bert/encoder/layer_0/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"418 QuantizeLinear_bert/encoder/layer_0/attention/self/query/kernel^0_1" [id=418, type=QuantizeLinear]; +"419 DequantizeLinear_bert/encoder/layer_0/attention/self/query/kernel^0_1" [id=419, type=DequantizeLinear]; "420 bert/encoder/layer_0/attention/self/query/MatMul" [id=420, type=MatMul]; "421 bert/encoder/layer_0/attention/self/query/BiasAdd" [id=421, type=Add]; -"422 QuantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd^0_1" [id=422, label="422 QuantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"423 DequantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd^0_1" [id=423, label="423 DequantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"422 QuantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd^0_1" [id=422, type=QuantizeLinear]; +"423 DequantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd^0_1" [id=423, type=DequantizeLinear]; "424 bert/encoder/layer_0/attention/self/Reshape" [id=424, type=Reshape]; "425 bert/encoder/layer_0/attention/self/transpose" [id=425, type=Transpose]; -"426 QuantizeLinear_bert/encoder/layer_0/attention/self/key/kernel^0_1" [id=426, label="426 QuantizeLinear_bert/encoder/layer_0/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"427 DequantizeLinear_bert/encoder/layer_0/attention/self/key/kernel^0_1" [id=427, label="427 DequantizeLinear_bert/encoder/layer_0/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"426 QuantizeLinear_bert/encoder/layer_0/attention/self/key/kernel^0_1" [id=426, type=QuantizeLinear]; +"427 DequantizeLinear_bert/encoder/layer_0/attention/self/key/kernel^0_1" [id=427, type=DequantizeLinear]; "428 bert/encoder/layer_0/attention/self/key/MatMul" [id=428, type=MatMul]; "429 bert/encoder/layer_0/attention/self/key/BiasAdd" [id=429, type=Add]; -"430 QuantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd^0_1" [id=430, label="430 QuantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"431 DequantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd^0_1" [id=431, label="431 DequantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"430 QuantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd^0_1" [id=430, type=QuantizeLinear]; +"431 DequantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd^0_1" [id=431, type=DequantizeLinear]; "432 bert/encoder/layer_0/attention/self/Reshape_1" [id=432, type=Reshape]; "433 bert/encoder/layer_0/attention/self/transpose_1" [id=433, type=Transpose]; "434 bert/encoder/layer_0/attention/self/MatMul__306" [id=434, type=Transpose]; @@ -439,12 +439,12 @@ strict digraph { "437 bert/encoder/layer_0/attention/self/add" [id=437, type=Add]; "438 bert/encoder/layer_0/attention/self/Softmax" [id=438, type=Softmax]; "439 bert/encoder/layer_0/attention/self/MatMul_1" [id=439, type=MatMul]; -"440 QuantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1^0_1" [id=440, label="440 QuantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"441 DequantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1^0_1" [id=441, label="441 DequantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"440 QuantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1^0_1" [id=440, type=QuantizeLinear]; +"441 DequantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1^0_1" [id=441, type=DequantizeLinear]; "442 bert/encoder/layer_0/attention/self/transpose_3" [id=442, type=Transpose]; "443 bert/encoder/layer_0/attention/self/Reshape_3" [id=443, type=Reshape]; -"444 QuantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel^0_1" [id=444, label="444 QuantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"445 DequantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel^0_1" [id=445, label="445 DequantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"444 QuantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel^0_1" [id=444, type=QuantizeLinear]; +"445 DequantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel^0_1" [id=445, type=DequantizeLinear]; "446 bert/encoder/layer_0/attention/output/dense/MatMul" [id=446, type=MatMul]; "447 bert/encoder/layer_0/attention/output/dense/BiasAdd" [id=447, type=Add]; "448 bert/encoder/layer_0/attention/output/add" [id=448, type=Add]; @@ -461,10 +461,10 @@ strict digraph { "459 bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/sub" [id=459, type=Sub]; "460 bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/mul_1" [id=460, type=Mul]; "461 bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1" [id=461, type=Add]; -"462 QuantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=462, label="462 QuantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"463 DequantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=463, label="463 DequantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"464 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel^0_1" [id=464, label="464 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"465 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel^0_1" [id=465, label="465 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"462 QuantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=462, type=QuantizeLinear]; +"463 DequantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=463, type=DequantizeLinear]; +"464 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel^0_1" [id=464, type=QuantizeLinear]; +"465 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel^0_1" [id=465, type=DequantizeLinear]; "466 bert/encoder/layer_0/intermediate/dense/MatMul" [id=466, type=MatMul]; "467 bert/encoder/layer_0/intermediate/dense/BiasAdd" [id=467, type=Add]; "468 bert/encoder/layer_0/intermediate/dense/Pow" [id=468, type=Pow]; @@ -475,10 +475,10 @@ strict digraph { "473 bert/encoder/layer_0/intermediate/dense/add_1" [id=473, type=Add]; "474 bert/encoder/layer_0/intermediate/dense/mul_2" [id=474, type=Mul]; "475 bert/encoder/layer_0/intermediate/dense/mul_3" [id=475, type=Mul]; -"476 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3^0_1" [id=476, label="476 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"477 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3^0_1" [id=477, label="477 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"478 QuantizeLinear_bert/encoder/layer_0/output/dense/kernel^0_1" [id=478, label="478 QuantizeLinear_bert/encoder/layer_0/output/dense/kernel:0_1", type=QuantizeLinear]; -"479 DequantizeLinear_bert/encoder/layer_0/output/dense/kernel^0_1" [id=479, label="479 DequantizeLinear_bert/encoder/layer_0/output/dense/kernel:0_1", type=DequantizeLinear]; +"476 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3^0_1" [id=476, type=QuantizeLinear]; +"477 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3^0_1" [id=477, type=DequantizeLinear]; +"478 QuantizeLinear_bert/encoder/layer_0/output/dense/kernel^0_1" [id=478, type=QuantizeLinear]; +"479 DequantizeLinear_bert/encoder/layer_0/output/dense/kernel^0_1" [id=479, type=DequantizeLinear]; "480 bert/encoder/layer_0/output/dense/MatMul" [id=480, type=MatMul]; "481 bert/encoder/layer_0/output/dense/BiasAdd" [id=481, type=Add]; "482 bert/encoder/layer_0/output/add" [id=482, type=Add]; @@ -495,32 +495,32 @@ strict digraph { "493 bert/encoder/layer_0/output/LayerNorm/batchnorm/sub" [id=493, type=Sub]; "494 bert/encoder/layer_0/output/LayerNorm/batchnorm/mul_1" [id=494, type=Mul]; "495 bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1" [id=495, type=Add]; -"496 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_1" [id=496, label="496 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"497 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_1" [id=497, label="497 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"498 QuantizeLinear_bert/encoder/layer_1/attention/self/value/kernel^0_1" [id=498, label="498 QuantizeLinear_bert/encoder/layer_1/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"499 DequantizeLinear_bert/encoder/layer_1/attention/self/value/kernel^0_1" [id=499, label="499 DequantizeLinear_bert/encoder/layer_1/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"500 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_2" [id=500, label="500 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"501 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_2" [id=501, label="501 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"502 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_3" [id=502, label="502 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"503 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_3" [id=503, label="503 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"496 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_1" [id=496, type=QuantizeLinear]; +"497 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_1" [id=497, type=DequantizeLinear]; +"498 QuantizeLinear_bert/encoder/layer_1/attention/self/value/kernel^0_1" [id=498, type=QuantizeLinear]; +"499 DequantizeLinear_bert/encoder/layer_1/attention/self/value/kernel^0_1" [id=499, type=DequantizeLinear]; +"500 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_2" [id=500, type=QuantizeLinear]; +"501 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_2" [id=501, type=DequantizeLinear]; +"502 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_3" [id=502, type=QuantizeLinear]; +"503 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_3" [id=503, type=DequantizeLinear]; "504 bert/encoder/layer_1/attention/self/value/MatMul" [id=504, type=MatMul]; "505 bert/encoder/layer_1/attention/self/value/BiasAdd" [id=505, type=Add]; "506 bert/encoder/layer_1/attention/self/Reshape_2" [id=506, type=Reshape]; "507 bert/encoder/layer_1/attention/self/transpose_2" [id=507, type=Transpose]; -"508 QuantizeLinear_bert/encoder/layer_1/attention/self/query/kernel^0_1" [id=508, label="508 QuantizeLinear_bert/encoder/layer_1/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"509 DequantizeLinear_bert/encoder/layer_1/attention/self/query/kernel^0_1" [id=509, label="509 DequantizeLinear_bert/encoder/layer_1/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"508 QuantizeLinear_bert/encoder/layer_1/attention/self/query/kernel^0_1" [id=508, type=QuantizeLinear]; +"509 DequantizeLinear_bert/encoder/layer_1/attention/self/query/kernel^0_1" [id=509, type=DequantizeLinear]; "510 bert/encoder/layer_1/attention/self/query/MatMul" [id=510, type=MatMul]; "511 bert/encoder/layer_1/attention/self/query/BiasAdd" [id=511, type=Add]; -"512 QuantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd^0_1" [id=512, label="512 QuantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"513 DequantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd^0_1" [id=513, label="513 DequantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"512 QuantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd^0_1" [id=512, type=QuantizeLinear]; +"513 DequantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd^0_1" [id=513, type=DequantizeLinear]; "514 bert/encoder/layer_1/attention/self/Reshape" [id=514, type=Reshape]; "515 bert/encoder/layer_1/attention/self/transpose" [id=515, type=Transpose]; -"516 QuantizeLinear_bert/encoder/layer_1/attention/self/key/kernel^0_1" [id=516, label="516 QuantizeLinear_bert/encoder/layer_1/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"517 DequantizeLinear_bert/encoder/layer_1/attention/self/key/kernel^0_1" [id=517, label="517 DequantizeLinear_bert/encoder/layer_1/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"516 QuantizeLinear_bert/encoder/layer_1/attention/self/key/kernel^0_1" [id=516, type=QuantizeLinear]; +"517 DequantizeLinear_bert/encoder/layer_1/attention/self/key/kernel^0_1" [id=517, type=DequantizeLinear]; "518 bert/encoder/layer_1/attention/self/key/MatMul" [id=518, type=MatMul]; "519 bert/encoder/layer_1/attention/self/key/BiasAdd" [id=519, type=Add]; -"520 QuantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd^0_1" [id=520, label="520 QuantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"521 DequantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd^0_1" [id=521, label="521 DequantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"520 QuantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd^0_1" [id=520, type=QuantizeLinear]; +"521 DequantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd^0_1" [id=521, type=DequantizeLinear]; "522 bert/encoder/layer_1/attention/self/Reshape_1" [id=522, type=Reshape]; "523 bert/encoder/layer_1/attention/self/transpose_1" [id=523, type=Transpose]; "524 bert/encoder/layer_1/attention/self/MatMul__320" [id=524, type=Transpose]; @@ -529,12 +529,12 @@ strict digraph { "527 bert/encoder/layer_1/attention/self/add" [id=527, type=Add]; "528 bert/encoder/layer_1/attention/self/Softmax" [id=528, type=Softmax]; "529 bert/encoder/layer_1/attention/self/MatMul_1" [id=529, type=MatMul]; -"530 QuantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1^0_1" [id=530, label="530 QuantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"531 DequantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1^0_1" [id=531, label="531 DequantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"530 QuantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1^0_1" [id=530, type=QuantizeLinear]; +"531 DequantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1^0_1" [id=531, type=DequantizeLinear]; "532 bert/encoder/layer_1/attention/self/transpose_3" [id=532, type=Transpose]; "533 bert/encoder/layer_1/attention/self/Reshape_3" [id=533, type=Reshape]; -"534 QuantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel^0_1" [id=534, label="534 QuantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"535 DequantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel^0_1" [id=535, label="535 DequantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"534 QuantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel^0_1" [id=534, type=QuantizeLinear]; +"535 DequantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel^0_1" [id=535, type=DequantizeLinear]; "536 bert/encoder/layer_1/attention/output/dense/MatMul" [id=536, type=MatMul]; "537 bert/encoder/layer_1/attention/output/dense/BiasAdd" [id=537, type=Add]; "538 bert/encoder/layer_1/attention/output/add" [id=538, type=Add]; @@ -551,10 +551,10 @@ strict digraph { "549 bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/sub" [id=549, type=Sub]; "550 bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/mul_1" [id=550, type=Mul]; "551 bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1" [id=551, type=Add]; -"552 QuantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=552, label="552 QuantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"553 DequantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=553, label="553 DequantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"554 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel^0_1" [id=554, label="554 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"555 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel^0_1" [id=555, label="555 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"552 QuantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=552, type=QuantizeLinear]; +"553 DequantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=553, type=DequantizeLinear]; +"554 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel^0_1" [id=554, type=QuantizeLinear]; +"555 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel^0_1" [id=555, type=DequantizeLinear]; "556 bert/encoder/layer_1/intermediate/dense/MatMul" [id=556, type=MatMul]; "557 bert/encoder/layer_1/intermediate/dense/BiasAdd" [id=557, type=Add]; "558 bert/encoder/layer_1/intermediate/dense/Pow" [id=558, type=Pow]; @@ -565,10 +565,10 @@ strict digraph { "563 bert/encoder/layer_1/intermediate/dense/add_1" [id=563, type=Add]; "564 bert/encoder/layer_1/intermediate/dense/mul_2" [id=564, type=Mul]; "565 bert/encoder/layer_1/intermediate/dense/mul_3" [id=565, type=Mul]; -"566 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3^0_1" [id=566, label="566 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"567 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3^0_1" [id=567, label="567 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"568 QuantizeLinear_bert/encoder/layer_1/output/dense/kernel^0_1" [id=568, label="568 QuantizeLinear_bert/encoder/layer_1/output/dense/kernel:0_1", type=QuantizeLinear]; -"569 DequantizeLinear_bert/encoder/layer_1/output/dense/kernel^0_1" [id=569, label="569 DequantizeLinear_bert/encoder/layer_1/output/dense/kernel:0_1", type=DequantizeLinear]; +"566 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3^0_1" [id=566, type=QuantizeLinear]; +"567 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3^0_1" [id=567, type=DequantizeLinear]; +"568 QuantizeLinear_bert/encoder/layer_1/output/dense/kernel^0_1" [id=568, type=QuantizeLinear]; +"569 DequantizeLinear_bert/encoder/layer_1/output/dense/kernel^0_1" [id=569, type=DequantizeLinear]; "570 bert/encoder/layer_1/output/dense/MatMul" [id=570, type=MatMul]; "571 bert/encoder/layer_1/output/dense/BiasAdd" [id=571, type=Add]; "572 bert/encoder/layer_1/output/add" [id=572, type=Add]; @@ -585,32 +585,32 @@ strict digraph { "583 bert/encoder/layer_1/output/LayerNorm/batchnorm/sub" [id=583, type=Sub]; "584 bert/encoder/layer_1/output/LayerNorm/batchnorm/mul_1" [id=584, type=Mul]; "585 bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1" [id=585, type=Add]; -"586 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_1" [id=586, label="586 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"587 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_1" [id=587, label="587 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"588 QuantizeLinear_bert/encoder/layer_2/attention/self/value/kernel^0_1" [id=588, label="588 QuantizeLinear_bert/encoder/layer_2/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"589 DequantizeLinear_bert/encoder/layer_2/attention/self/value/kernel^0_1" [id=589, label="589 DequantizeLinear_bert/encoder/layer_2/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"590 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_2" [id=590, label="590 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"591 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_2" [id=591, label="591 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"592 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_3" [id=592, label="592 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"593 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_3" [id=593, label="593 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"586 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_1" [id=586, type=QuantizeLinear]; +"587 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_1" [id=587, type=DequantizeLinear]; +"588 QuantizeLinear_bert/encoder/layer_2/attention/self/value/kernel^0_1" [id=588, type=QuantizeLinear]; +"589 DequantizeLinear_bert/encoder/layer_2/attention/self/value/kernel^0_1" [id=589, type=DequantizeLinear]; +"590 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_2" [id=590, type=QuantizeLinear]; +"591 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_2" [id=591, type=DequantizeLinear]; +"592 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_3" [id=592, type=QuantizeLinear]; +"593 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_3" [id=593, type=DequantizeLinear]; "594 bert/encoder/layer_2/attention/self/value/MatMul" [id=594, type=MatMul]; "595 bert/encoder/layer_2/attention/self/value/BiasAdd" [id=595, type=Add]; "596 bert/encoder/layer_2/attention/self/Reshape_2" [id=596, type=Reshape]; "597 bert/encoder/layer_2/attention/self/transpose_2" [id=597, type=Transpose]; -"598 QuantizeLinear_bert/encoder/layer_2/attention/self/query/kernel^0_1" [id=598, label="598 QuantizeLinear_bert/encoder/layer_2/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"599 DequantizeLinear_bert/encoder/layer_2/attention/self/query/kernel^0_1" [id=599, label="599 DequantizeLinear_bert/encoder/layer_2/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"598 QuantizeLinear_bert/encoder/layer_2/attention/self/query/kernel^0_1" [id=598, type=QuantizeLinear]; +"599 DequantizeLinear_bert/encoder/layer_2/attention/self/query/kernel^0_1" [id=599, type=DequantizeLinear]; "600 bert/encoder/layer_2/attention/self/query/MatMul" [id=600, type=MatMul]; "601 bert/encoder/layer_2/attention/self/query/BiasAdd" [id=601, type=Add]; -"602 QuantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd^0_1" [id=602, label="602 QuantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"603 DequantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd^0_1" [id=603, label="603 DequantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"602 QuantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd^0_1" [id=602, type=QuantizeLinear]; +"603 DequantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd^0_1" [id=603, type=DequantizeLinear]; "604 bert/encoder/layer_2/attention/self/Reshape" [id=604, type=Reshape]; "605 bert/encoder/layer_2/attention/self/transpose" [id=605, type=Transpose]; -"606 QuantizeLinear_bert/encoder/layer_2/attention/self/key/kernel^0_1" [id=606, label="606 QuantizeLinear_bert/encoder/layer_2/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"607 DequantizeLinear_bert/encoder/layer_2/attention/self/key/kernel^0_1" [id=607, label="607 DequantizeLinear_bert/encoder/layer_2/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"606 QuantizeLinear_bert/encoder/layer_2/attention/self/key/kernel^0_1" [id=606, type=QuantizeLinear]; +"607 DequantizeLinear_bert/encoder/layer_2/attention/self/key/kernel^0_1" [id=607, type=DequantizeLinear]; "608 bert/encoder/layer_2/attention/self/key/MatMul" [id=608, type=MatMul]; "609 bert/encoder/layer_2/attention/self/key/BiasAdd" [id=609, type=Add]; -"610 QuantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd^0_1" [id=610, label="610 QuantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"611 DequantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd^0_1" [id=611, label="611 DequantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"610 QuantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd^0_1" [id=610, type=QuantizeLinear]; +"611 DequantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd^0_1" [id=611, type=DequantizeLinear]; "612 bert/encoder/layer_2/attention/self/Reshape_1" [id=612, type=Reshape]; "613 bert/encoder/layer_2/attention/self/transpose_1" [id=613, type=Transpose]; "614 bert/encoder/layer_2/attention/self/MatMul__334" [id=614, type=Transpose]; @@ -619,12 +619,12 @@ strict digraph { "617 bert/encoder/layer_2/attention/self/add" [id=617, type=Add]; "618 bert/encoder/layer_2/attention/self/Softmax" [id=618, type=Softmax]; "619 bert/encoder/layer_2/attention/self/MatMul_1" [id=619, type=MatMul]; -"620 QuantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1^0_1" [id=620, label="620 QuantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"621 DequantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1^0_1" [id=621, label="621 DequantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"620 QuantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1^0_1" [id=620, type=QuantizeLinear]; +"621 DequantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1^0_1" [id=621, type=DequantizeLinear]; "622 bert/encoder/layer_2/attention/self/transpose_3" [id=622, type=Transpose]; "623 bert/encoder/layer_2/attention/self/Reshape_3" [id=623, type=Reshape]; -"624 QuantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel^0_1" [id=624, label="624 QuantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"625 DequantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel^0_1" [id=625, label="625 DequantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"624 QuantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel^0_1" [id=624, type=QuantizeLinear]; +"625 DequantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel^0_1" [id=625, type=DequantizeLinear]; "626 bert/encoder/layer_2/attention/output/dense/MatMul" [id=626, type=MatMul]; "627 bert/encoder/layer_2/attention/output/dense/BiasAdd" [id=627, type=Add]; "628 bert/encoder/layer_2/attention/output/add" [id=628, type=Add]; @@ -641,10 +641,10 @@ strict digraph { "639 bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/sub" [id=639, type=Sub]; "640 bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/mul_1" [id=640, type=Mul]; "641 bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1" [id=641, type=Add]; -"642 QuantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=642, label="642 QuantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"643 DequantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=643, label="643 DequantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"644 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel^0_1" [id=644, label="644 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"645 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel^0_1" [id=645, label="645 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"642 QuantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=642, type=QuantizeLinear]; +"643 DequantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=643, type=DequantizeLinear]; +"644 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel^0_1" [id=644, type=QuantizeLinear]; +"645 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel^0_1" [id=645, type=DequantizeLinear]; "646 bert/encoder/layer_2/intermediate/dense/MatMul" [id=646, type=MatMul]; "647 bert/encoder/layer_2/intermediate/dense/BiasAdd" [id=647, type=Add]; "648 bert/encoder/layer_2/intermediate/dense/Pow" [id=648, type=Pow]; @@ -655,10 +655,10 @@ strict digraph { "653 bert/encoder/layer_2/intermediate/dense/add_1" [id=653, type=Add]; "654 bert/encoder/layer_2/intermediate/dense/mul_2" [id=654, type=Mul]; "655 bert/encoder/layer_2/intermediate/dense/mul_3" [id=655, type=Mul]; -"656 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3^0_1" [id=656, label="656 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"657 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3^0_1" [id=657, label="657 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"658 QuantizeLinear_bert/encoder/layer_2/output/dense/kernel^0_1" [id=658, label="658 QuantizeLinear_bert/encoder/layer_2/output/dense/kernel:0_1", type=QuantizeLinear]; -"659 DequantizeLinear_bert/encoder/layer_2/output/dense/kernel^0_1" [id=659, label="659 DequantizeLinear_bert/encoder/layer_2/output/dense/kernel:0_1", type=DequantizeLinear]; +"656 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3^0_1" [id=656, type=QuantizeLinear]; +"657 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3^0_1" [id=657, type=DequantizeLinear]; +"658 QuantizeLinear_bert/encoder/layer_2/output/dense/kernel^0_1" [id=658, type=QuantizeLinear]; +"659 DequantizeLinear_bert/encoder/layer_2/output/dense/kernel^0_1" [id=659, type=DequantizeLinear]; "660 bert/encoder/layer_2/output/dense/MatMul" [id=660, type=MatMul]; "661 bert/encoder/layer_2/output/dense/BiasAdd" [id=661, type=Add]; "662 bert/encoder/layer_2/output/add" [id=662, type=Add]; @@ -675,32 +675,32 @@ strict digraph { "673 bert/encoder/layer_2/output/LayerNorm/batchnorm/sub" [id=673, type=Sub]; "674 bert/encoder/layer_2/output/LayerNorm/batchnorm/mul_1" [id=674, type=Mul]; "675 bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1" [id=675, type=Add]; -"676 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_1" [id=676, label="676 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"677 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_1" [id=677, label="677 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"678 QuantizeLinear_bert/encoder/layer_3/attention/self/value/kernel^0_1" [id=678, label="678 QuantizeLinear_bert/encoder/layer_3/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"679 DequantizeLinear_bert/encoder/layer_3/attention/self/value/kernel^0_1" [id=679, label="679 DequantizeLinear_bert/encoder/layer_3/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"680 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_2" [id=680, label="680 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"681 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_2" [id=681, label="681 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"682 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_3" [id=682, label="682 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"683 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_3" [id=683, label="683 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"676 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_1" [id=676, type=QuantizeLinear]; +"677 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_1" [id=677, type=DequantizeLinear]; +"678 QuantizeLinear_bert/encoder/layer_3/attention/self/value/kernel^0_1" [id=678, type=QuantizeLinear]; +"679 DequantizeLinear_bert/encoder/layer_3/attention/self/value/kernel^0_1" [id=679, type=DequantizeLinear]; +"680 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_2" [id=680, type=QuantizeLinear]; +"681 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_2" [id=681, type=DequantizeLinear]; +"682 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_3" [id=682, type=QuantizeLinear]; +"683 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_3" [id=683, type=DequantizeLinear]; "684 bert/encoder/layer_3/attention/self/value/MatMul" [id=684, type=MatMul]; "685 bert/encoder/layer_3/attention/self/value/BiasAdd" [id=685, type=Add]; "686 bert/encoder/layer_3/attention/self/Reshape_2" [id=686, type=Reshape]; "687 bert/encoder/layer_3/attention/self/transpose_2" [id=687, type=Transpose]; -"688 QuantizeLinear_bert/encoder/layer_3/attention/self/query/kernel^0_1" [id=688, label="688 QuantizeLinear_bert/encoder/layer_3/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"689 DequantizeLinear_bert/encoder/layer_3/attention/self/query/kernel^0_1" [id=689, label="689 DequantizeLinear_bert/encoder/layer_3/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"688 QuantizeLinear_bert/encoder/layer_3/attention/self/query/kernel^0_1" [id=688, type=QuantizeLinear]; +"689 DequantizeLinear_bert/encoder/layer_3/attention/self/query/kernel^0_1" [id=689, type=DequantizeLinear]; "690 bert/encoder/layer_3/attention/self/query/MatMul" [id=690, type=MatMul]; "691 bert/encoder/layer_3/attention/self/query/BiasAdd" [id=691, type=Add]; -"692 QuantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd^0_1" [id=692, label="692 QuantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"693 DequantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd^0_1" [id=693, label="693 DequantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"692 QuantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd^0_1" [id=692, type=QuantizeLinear]; +"693 DequantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd^0_1" [id=693, type=DequantizeLinear]; "694 bert/encoder/layer_3/attention/self/Reshape" [id=694, type=Reshape]; "695 bert/encoder/layer_3/attention/self/transpose" [id=695, type=Transpose]; -"696 QuantizeLinear_bert/encoder/layer_3/attention/self/key/kernel^0_1" [id=696, label="696 QuantizeLinear_bert/encoder/layer_3/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"697 DequantizeLinear_bert/encoder/layer_3/attention/self/key/kernel^0_1" [id=697, label="697 DequantizeLinear_bert/encoder/layer_3/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"696 QuantizeLinear_bert/encoder/layer_3/attention/self/key/kernel^0_1" [id=696, type=QuantizeLinear]; +"697 DequantizeLinear_bert/encoder/layer_3/attention/self/key/kernel^0_1" [id=697, type=DequantizeLinear]; "698 bert/encoder/layer_3/attention/self/key/MatMul" [id=698, type=MatMul]; "699 bert/encoder/layer_3/attention/self/key/BiasAdd" [id=699, type=Add]; -"700 QuantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd^0_1" [id=700, label="700 QuantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"701 DequantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd^0_1" [id=701, label="701 DequantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"700 QuantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd^0_1" [id=700, type=QuantizeLinear]; +"701 DequantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd^0_1" [id=701, type=DequantizeLinear]; "702 bert/encoder/layer_3/attention/self/Reshape_1" [id=702, type=Reshape]; "703 bert/encoder/layer_3/attention/self/transpose_1" [id=703, type=Transpose]; "704 bert/encoder/layer_3/attention/self/MatMul__348" [id=704, type=Transpose]; @@ -709,12 +709,12 @@ strict digraph { "707 bert/encoder/layer_3/attention/self/add" [id=707, type=Add]; "708 bert/encoder/layer_3/attention/self/Softmax" [id=708, type=Softmax]; "709 bert/encoder/layer_3/attention/self/MatMul_1" [id=709, type=MatMul]; -"710 QuantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1^0_1" [id=710, label="710 QuantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"711 DequantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1^0_1" [id=711, label="711 DequantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"710 QuantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1^0_1" [id=710, type=QuantizeLinear]; +"711 DequantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1^0_1" [id=711, type=DequantizeLinear]; "712 bert/encoder/layer_3/attention/self/transpose_3" [id=712, type=Transpose]; "713 bert/encoder/layer_3/attention/self/Reshape_3" [id=713, type=Reshape]; -"714 QuantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel^0_1" [id=714, label="714 QuantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"715 DequantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel^0_1" [id=715, label="715 DequantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"714 QuantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel^0_1" [id=714, type=QuantizeLinear]; +"715 DequantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel^0_1" [id=715, type=DequantizeLinear]; "716 bert/encoder/layer_3/attention/output/dense/MatMul" [id=716, type=MatMul]; "717 bert/encoder/layer_3/attention/output/dense/BiasAdd" [id=717, type=Add]; "718 bert/encoder/layer_3/attention/output/add" [id=718, type=Add]; @@ -731,10 +731,10 @@ strict digraph { "729 bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/sub" [id=729, type=Sub]; "730 bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/mul_1" [id=730, type=Mul]; "731 bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1" [id=731, type=Add]; -"732 QuantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=732, label="732 QuantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"733 DequantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=733, label="733 DequantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"734 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel^0_1" [id=734, label="734 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"735 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel^0_1" [id=735, label="735 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"732 QuantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=732, type=QuantizeLinear]; +"733 DequantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=733, type=DequantizeLinear]; +"734 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel^0_1" [id=734, type=QuantizeLinear]; +"735 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel^0_1" [id=735, type=DequantizeLinear]; "736 bert/encoder/layer_3/intermediate/dense/MatMul" [id=736, type=MatMul]; "737 bert/encoder/layer_3/intermediate/dense/BiasAdd" [id=737, type=Add]; "738 bert/encoder/layer_3/intermediate/dense/Pow" [id=738, type=Pow]; @@ -745,10 +745,10 @@ strict digraph { "743 bert/encoder/layer_3/intermediate/dense/add_1" [id=743, type=Add]; "744 bert/encoder/layer_3/intermediate/dense/mul_2" [id=744, type=Mul]; "745 bert/encoder/layer_3/intermediate/dense/mul_3" [id=745, type=Mul]; -"746 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3^0_1" [id=746, label="746 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"747 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3^0_1" [id=747, label="747 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"748 QuantizeLinear_bert/encoder/layer_3/output/dense/kernel^0_1" [id=748, label="748 QuantizeLinear_bert/encoder/layer_3/output/dense/kernel:0_1", type=QuantizeLinear]; -"749 DequantizeLinear_bert/encoder/layer_3/output/dense/kernel^0_1" [id=749, label="749 DequantizeLinear_bert/encoder/layer_3/output/dense/kernel:0_1", type=DequantizeLinear]; +"746 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3^0_1" [id=746, type=QuantizeLinear]; +"747 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3^0_1" [id=747, type=DequantizeLinear]; +"748 QuantizeLinear_bert/encoder/layer_3/output/dense/kernel^0_1" [id=748, type=QuantizeLinear]; +"749 DequantizeLinear_bert/encoder/layer_3/output/dense/kernel^0_1" [id=749, type=DequantizeLinear]; "750 bert/encoder/layer_3/output/dense/MatMul" [id=750, type=MatMul]; "751 bert/encoder/layer_3/output/dense/BiasAdd" [id=751, type=Add]; "752 bert/encoder/layer_3/output/add" [id=752, type=Add]; @@ -765,32 +765,32 @@ strict digraph { "763 bert/encoder/layer_3/output/LayerNorm/batchnorm/sub" [id=763, type=Sub]; "764 bert/encoder/layer_3/output/LayerNorm/batchnorm/mul_1" [id=764, type=Mul]; "765 bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1" [id=765, type=Add]; -"766 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_1" [id=766, label="766 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"767 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_1" [id=767, label="767 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"768 QuantizeLinear_bert/encoder/layer_4/attention/self/value/kernel^0_1" [id=768, label="768 QuantizeLinear_bert/encoder/layer_4/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"769 DequantizeLinear_bert/encoder/layer_4/attention/self/value/kernel^0_1" [id=769, label="769 DequantizeLinear_bert/encoder/layer_4/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"770 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_2" [id=770, label="770 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"771 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_2" [id=771, label="771 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"772 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_3" [id=772, label="772 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"773 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_3" [id=773, label="773 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"766 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_1" [id=766, type=QuantizeLinear]; +"767 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_1" [id=767, type=DequantizeLinear]; +"768 QuantizeLinear_bert/encoder/layer_4/attention/self/value/kernel^0_1" [id=768, type=QuantizeLinear]; +"769 DequantizeLinear_bert/encoder/layer_4/attention/self/value/kernel^0_1" [id=769, type=DequantizeLinear]; +"770 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_2" [id=770, type=QuantizeLinear]; +"771 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_2" [id=771, type=DequantizeLinear]; +"772 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_3" [id=772, type=QuantizeLinear]; +"773 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_3" [id=773, type=DequantizeLinear]; "774 bert/encoder/layer_4/attention/self/value/MatMul" [id=774, type=MatMul]; "775 bert/encoder/layer_4/attention/self/value/BiasAdd" [id=775, type=Add]; "776 bert/encoder/layer_4/attention/self/Reshape_2" [id=776, type=Reshape]; "777 bert/encoder/layer_4/attention/self/transpose_2" [id=777, type=Transpose]; -"778 QuantizeLinear_bert/encoder/layer_4/attention/self/query/kernel^0_1" [id=778, label="778 QuantizeLinear_bert/encoder/layer_4/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"779 DequantizeLinear_bert/encoder/layer_4/attention/self/query/kernel^0_1" [id=779, label="779 DequantizeLinear_bert/encoder/layer_4/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"778 QuantizeLinear_bert/encoder/layer_4/attention/self/query/kernel^0_1" [id=778, type=QuantizeLinear]; +"779 DequantizeLinear_bert/encoder/layer_4/attention/self/query/kernel^0_1" [id=779, type=DequantizeLinear]; "780 bert/encoder/layer_4/attention/self/query/MatMul" [id=780, type=MatMul]; "781 bert/encoder/layer_4/attention/self/query/BiasAdd" [id=781, type=Add]; -"782 QuantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd^0_1" [id=782, label="782 QuantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"783 DequantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd^0_1" [id=783, label="783 DequantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"782 QuantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd^0_1" [id=782, type=QuantizeLinear]; +"783 DequantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd^0_1" [id=783, type=DequantizeLinear]; "784 bert/encoder/layer_4/attention/self/Reshape" [id=784, type=Reshape]; "785 bert/encoder/layer_4/attention/self/transpose" [id=785, type=Transpose]; -"786 QuantizeLinear_bert/encoder/layer_4/attention/self/key/kernel^0_1" [id=786, label="786 QuantizeLinear_bert/encoder/layer_4/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"787 DequantizeLinear_bert/encoder/layer_4/attention/self/key/kernel^0_1" [id=787, label="787 DequantizeLinear_bert/encoder/layer_4/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"786 QuantizeLinear_bert/encoder/layer_4/attention/self/key/kernel^0_1" [id=786, type=QuantizeLinear]; +"787 DequantizeLinear_bert/encoder/layer_4/attention/self/key/kernel^0_1" [id=787, type=DequantizeLinear]; "788 bert/encoder/layer_4/attention/self/key/MatMul" [id=788, type=MatMul]; "789 bert/encoder/layer_4/attention/self/key/BiasAdd" [id=789, type=Add]; -"790 QuantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd^0_1" [id=790, label="790 QuantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"791 DequantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd^0_1" [id=791, label="791 DequantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"790 QuantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd^0_1" [id=790, type=QuantizeLinear]; +"791 DequantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd^0_1" [id=791, type=DequantizeLinear]; "792 bert/encoder/layer_4/attention/self/Reshape_1" [id=792, type=Reshape]; "793 bert/encoder/layer_4/attention/self/transpose_1" [id=793, type=Transpose]; "794 bert/encoder/layer_4/attention/self/MatMul__362" [id=794, type=Transpose]; @@ -799,12 +799,12 @@ strict digraph { "797 bert/encoder/layer_4/attention/self/add" [id=797, type=Add]; "798 bert/encoder/layer_4/attention/self/Softmax" [id=798, type=Softmax]; "799 bert/encoder/layer_4/attention/self/MatMul_1" [id=799, type=MatMul]; -"800 QuantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1^0_1" [id=800, label="800 QuantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"801 DequantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1^0_1" [id=801, label="801 DequantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"800 QuantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1^0_1" [id=800, type=QuantizeLinear]; +"801 DequantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1^0_1" [id=801, type=DequantizeLinear]; "802 bert/encoder/layer_4/attention/self/transpose_3" [id=802, type=Transpose]; "803 bert/encoder/layer_4/attention/self/Reshape_3" [id=803, type=Reshape]; -"804 QuantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel^0_1" [id=804, label="804 QuantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"805 DequantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel^0_1" [id=805, label="805 DequantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"804 QuantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel^0_1" [id=804, type=QuantizeLinear]; +"805 DequantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel^0_1" [id=805, type=DequantizeLinear]; "806 bert/encoder/layer_4/attention/output/dense/MatMul" [id=806, type=MatMul]; "807 bert/encoder/layer_4/attention/output/dense/BiasAdd" [id=807, type=Add]; "808 bert/encoder/layer_4/attention/output/add" [id=808, type=Add]; @@ -821,10 +821,10 @@ strict digraph { "819 bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/sub" [id=819, type=Sub]; "820 bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/mul_1" [id=820, type=Mul]; "821 bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1" [id=821, type=Add]; -"822 QuantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=822, label="822 QuantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"823 DequantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=823, label="823 DequantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"824 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel^0_1" [id=824, label="824 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"825 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel^0_1" [id=825, label="825 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"822 QuantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=822, type=QuantizeLinear]; +"823 DequantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=823, type=DequantizeLinear]; +"824 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel^0_1" [id=824, type=QuantizeLinear]; +"825 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel^0_1" [id=825, type=DequantizeLinear]; "826 bert/encoder/layer_4/intermediate/dense/MatMul" [id=826, type=MatMul]; "827 bert/encoder/layer_4/intermediate/dense/BiasAdd" [id=827, type=Add]; "828 bert/encoder/layer_4/intermediate/dense/Pow" [id=828, type=Pow]; @@ -835,10 +835,10 @@ strict digraph { "833 bert/encoder/layer_4/intermediate/dense/add_1" [id=833, type=Add]; "834 bert/encoder/layer_4/intermediate/dense/mul_2" [id=834, type=Mul]; "835 bert/encoder/layer_4/intermediate/dense/mul_3" [id=835, type=Mul]; -"836 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3^0_1" [id=836, label="836 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"837 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3^0_1" [id=837, label="837 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"838 QuantizeLinear_bert/encoder/layer_4/output/dense/kernel^0_1" [id=838, label="838 QuantizeLinear_bert/encoder/layer_4/output/dense/kernel:0_1", type=QuantizeLinear]; -"839 DequantizeLinear_bert/encoder/layer_4/output/dense/kernel^0_1" [id=839, label="839 DequantizeLinear_bert/encoder/layer_4/output/dense/kernel:0_1", type=DequantizeLinear]; +"836 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3^0_1" [id=836, type=QuantizeLinear]; +"837 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3^0_1" [id=837, type=DequantizeLinear]; +"838 QuantizeLinear_bert/encoder/layer_4/output/dense/kernel^0_1" [id=838, type=QuantizeLinear]; +"839 DequantizeLinear_bert/encoder/layer_4/output/dense/kernel^0_1" [id=839, type=DequantizeLinear]; "840 bert/encoder/layer_4/output/dense/MatMul" [id=840, type=MatMul]; "841 bert/encoder/layer_4/output/dense/BiasAdd" [id=841, type=Add]; "842 bert/encoder/layer_4/output/add" [id=842, type=Add]; @@ -855,32 +855,32 @@ strict digraph { "853 bert/encoder/layer_4/output/LayerNorm/batchnorm/sub" [id=853, type=Sub]; "854 bert/encoder/layer_4/output/LayerNorm/batchnorm/mul_1" [id=854, type=Mul]; "855 bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1" [id=855, type=Add]; -"856 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_1" [id=856, label="856 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"857 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_1" [id=857, label="857 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"858 QuantizeLinear_bert/encoder/layer_5/attention/self/value/kernel^0_1" [id=858, label="858 QuantizeLinear_bert/encoder/layer_5/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"859 DequantizeLinear_bert/encoder/layer_5/attention/self/value/kernel^0_1" [id=859, label="859 DequantizeLinear_bert/encoder/layer_5/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"860 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_2" [id=860, label="860 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"861 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_2" [id=861, label="861 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"862 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_3" [id=862, label="862 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"863 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_3" [id=863, label="863 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"856 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_1" [id=856, type=QuantizeLinear]; +"857 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_1" [id=857, type=DequantizeLinear]; +"858 QuantizeLinear_bert/encoder/layer_5/attention/self/value/kernel^0_1" [id=858, type=QuantizeLinear]; +"859 DequantizeLinear_bert/encoder/layer_5/attention/self/value/kernel^0_1" [id=859, type=DequantizeLinear]; +"860 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_2" [id=860, type=QuantizeLinear]; +"861 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_2" [id=861, type=DequantizeLinear]; +"862 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_3" [id=862, type=QuantizeLinear]; +"863 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_3" [id=863, type=DequantizeLinear]; "864 bert/encoder/layer_5/attention/self/value/MatMul" [id=864, type=MatMul]; "865 bert/encoder/layer_5/attention/self/value/BiasAdd" [id=865, type=Add]; "866 bert/encoder/layer_5/attention/self/Reshape_2" [id=866, type=Reshape]; "867 bert/encoder/layer_5/attention/self/transpose_2" [id=867, type=Transpose]; -"868 QuantizeLinear_bert/encoder/layer_5/attention/self/query/kernel^0_1" [id=868, label="868 QuantizeLinear_bert/encoder/layer_5/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"869 DequantizeLinear_bert/encoder/layer_5/attention/self/query/kernel^0_1" [id=869, label="869 DequantizeLinear_bert/encoder/layer_5/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"868 QuantizeLinear_bert/encoder/layer_5/attention/self/query/kernel^0_1" [id=868, type=QuantizeLinear]; +"869 DequantizeLinear_bert/encoder/layer_5/attention/self/query/kernel^0_1" [id=869, type=DequantizeLinear]; "870 bert/encoder/layer_5/attention/self/query/MatMul" [id=870, type=MatMul]; "871 bert/encoder/layer_5/attention/self/query/BiasAdd" [id=871, type=Add]; -"872 QuantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd^0_1" [id=872, label="872 QuantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"873 DequantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd^0_1" [id=873, label="873 DequantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"872 QuantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd^0_1" [id=872, type=QuantizeLinear]; +"873 DequantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd^0_1" [id=873, type=DequantizeLinear]; "874 bert/encoder/layer_5/attention/self/Reshape" [id=874, type=Reshape]; "875 bert/encoder/layer_5/attention/self/transpose" [id=875, type=Transpose]; -"876 QuantizeLinear_bert/encoder/layer_5/attention/self/key/kernel^0_1" [id=876, label="876 QuantizeLinear_bert/encoder/layer_5/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"877 DequantizeLinear_bert/encoder/layer_5/attention/self/key/kernel^0_1" [id=877, label="877 DequantizeLinear_bert/encoder/layer_5/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"876 QuantizeLinear_bert/encoder/layer_5/attention/self/key/kernel^0_1" [id=876, type=QuantizeLinear]; +"877 DequantizeLinear_bert/encoder/layer_5/attention/self/key/kernel^0_1" [id=877, type=DequantizeLinear]; "878 bert/encoder/layer_5/attention/self/key/MatMul" [id=878, type=MatMul]; "879 bert/encoder/layer_5/attention/self/key/BiasAdd" [id=879, type=Add]; -"880 QuantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd^0_1" [id=880, label="880 QuantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"881 DequantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd^0_1" [id=881, label="881 DequantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"880 QuantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd^0_1" [id=880, type=QuantizeLinear]; +"881 DequantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd^0_1" [id=881, type=DequantizeLinear]; "882 bert/encoder/layer_5/attention/self/Reshape_1" [id=882, type=Reshape]; "883 bert/encoder/layer_5/attention/self/transpose_1" [id=883, type=Transpose]; "884 bert/encoder/layer_5/attention/self/MatMul__376" [id=884, type=Transpose]; @@ -889,12 +889,12 @@ strict digraph { "887 bert/encoder/layer_5/attention/self/add" [id=887, type=Add]; "888 bert/encoder/layer_5/attention/self/Softmax" [id=888, type=Softmax]; "889 bert/encoder/layer_5/attention/self/MatMul_1" [id=889, type=MatMul]; -"890 QuantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1^0_1" [id=890, label="890 QuantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"891 DequantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1^0_1" [id=891, label="891 DequantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"890 QuantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1^0_1" [id=890, type=QuantizeLinear]; +"891 DequantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1^0_1" [id=891, type=DequantizeLinear]; "892 bert/encoder/layer_5/attention/self/transpose_3" [id=892, type=Transpose]; "893 bert/encoder/layer_5/attention/self/Reshape_3" [id=893, type=Reshape]; -"894 QuantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel^0_1" [id=894, label="894 QuantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"895 DequantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel^0_1" [id=895, label="895 DequantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"894 QuantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel^0_1" [id=894, type=QuantizeLinear]; +"895 DequantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel^0_1" [id=895, type=DequantizeLinear]; "896 bert/encoder/layer_5/attention/output/dense/MatMul" [id=896, type=MatMul]; "897 bert/encoder/layer_5/attention/output/dense/BiasAdd" [id=897, type=Add]; "898 bert/encoder/layer_5/attention/output/add" [id=898, type=Add]; @@ -911,10 +911,10 @@ strict digraph { "909 bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/sub" [id=909, type=Sub]; "910 bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/mul_1" [id=910, type=Mul]; "911 bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1" [id=911, type=Add]; -"912 QuantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=912, label="912 QuantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"913 DequantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=913, label="913 DequantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"914 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel^0_1" [id=914, label="914 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"915 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel^0_1" [id=915, label="915 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"912 QuantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=912, type=QuantizeLinear]; +"913 DequantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=913, type=DequantizeLinear]; +"914 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel^0_1" [id=914, type=QuantizeLinear]; +"915 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel^0_1" [id=915, type=DequantizeLinear]; "916 bert/encoder/layer_5/intermediate/dense/MatMul" [id=916, type=MatMul]; "917 bert/encoder/layer_5/intermediate/dense/BiasAdd" [id=917, type=Add]; "918 bert/encoder/layer_5/intermediate/dense/Pow" [id=918, type=Pow]; @@ -925,10 +925,10 @@ strict digraph { "923 bert/encoder/layer_5/intermediate/dense/add_1" [id=923, type=Add]; "924 bert/encoder/layer_5/intermediate/dense/mul_2" [id=924, type=Mul]; "925 bert/encoder/layer_5/intermediate/dense/mul_3" [id=925, type=Mul]; -"926 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3^0_1" [id=926, label="926 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"927 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3^0_1" [id=927, label="927 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"928 QuantizeLinear_bert/encoder/layer_5/output/dense/kernel^0_1" [id=928, label="928 QuantizeLinear_bert/encoder/layer_5/output/dense/kernel:0_1", type=QuantizeLinear]; -"929 DequantizeLinear_bert/encoder/layer_5/output/dense/kernel^0_1" [id=929, label="929 DequantizeLinear_bert/encoder/layer_5/output/dense/kernel:0_1", type=DequantizeLinear]; +"926 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3^0_1" [id=926, type=QuantizeLinear]; +"927 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3^0_1" [id=927, type=DequantizeLinear]; +"928 QuantizeLinear_bert/encoder/layer_5/output/dense/kernel^0_1" [id=928, type=QuantizeLinear]; +"929 DequantizeLinear_bert/encoder/layer_5/output/dense/kernel^0_1" [id=929, type=DequantizeLinear]; "930 bert/encoder/layer_5/output/dense/MatMul" [id=930, type=MatMul]; "931 bert/encoder/layer_5/output/dense/BiasAdd" [id=931, type=Add]; "932 bert/encoder/layer_5/output/add" [id=932, type=Add]; @@ -945,32 +945,32 @@ strict digraph { "943 bert/encoder/layer_5/output/LayerNorm/batchnorm/sub" [id=943, type=Sub]; "944 bert/encoder/layer_5/output/LayerNorm/batchnorm/mul_1" [id=944, type=Mul]; "945 bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1" [id=945, type=Add]; -"946 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_1" [id=946, label="946 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"947 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_1" [id=947, label="947 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"948 QuantizeLinear_bert/encoder/layer_6/attention/self/value/kernel^0_1" [id=948, label="948 QuantizeLinear_bert/encoder/layer_6/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"949 DequantizeLinear_bert/encoder/layer_6/attention/self/value/kernel^0_1" [id=949, label="949 DequantizeLinear_bert/encoder/layer_6/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"950 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_2" [id=950, label="950 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"951 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_2" [id=951, label="951 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"952 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_3" [id=952, label="952 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"953 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_3" [id=953, label="953 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"946 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_1" [id=946, type=QuantizeLinear]; +"947 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_1" [id=947, type=DequantizeLinear]; +"948 QuantizeLinear_bert/encoder/layer_6/attention/self/value/kernel^0_1" [id=948, type=QuantizeLinear]; +"949 DequantizeLinear_bert/encoder/layer_6/attention/self/value/kernel^0_1" [id=949, type=DequantizeLinear]; +"950 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_2" [id=950, type=QuantizeLinear]; +"951 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_2" [id=951, type=DequantizeLinear]; +"952 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_3" [id=952, type=QuantizeLinear]; +"953 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_3" [id=953, type=DequantizeLinear]; "954 bert/encoder/layer_6/attention/self/value/MatMul" [id=954, type=MatMul]; "955 bert/encoder/layer_6/attention/self/value/BiasAdd" [id=955, type=Add]; "956 bert/encoder/layer_6/attention/self/Reshape_2" [id=956, type=Reshape]; "957 bert/encoder/layer_6/attention/self/transpose_2" [id=957, type=Transpose]; -"958 QuantizeLinear_bert/encoder/layer_6/attention/self/query/kernel^0_1" [id=958, label="958 QuantizeLinear_bert/encoder/layer_6/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"959 DequantizeLinear_bert/encoder/layer_6/attention/self/query/kernel^0_1" [id=959, label="959 DequantizeLinear_bert/encoder/layer_6/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"958 QuantizeLinear_bert/encoder/layer_6/attention/self/query/kernel^0_1" [id=958, type=QuantizeLinear]; +"959 DequantizeLinear_bert/encoder/layer_6/attention/self/query/kernel^0_1" [id=959, type=DequantizeLinear]; "960 bert/encoder/layer_6/attention/self/query/MatMul" [id=960, type=MatMul]; "961 bert/encoder/layer_6/attention/self/query/BiasAdd" [id=961, type=Add]; -"962 QuantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd^0_1" [id=962, label="962 QuantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"963 DequantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd^0_1" [id=963, label="963 DequantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"962 QuantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd^0_1" [id=962, type=QuantizeLinear]; +"963 DequantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd^0_1" [id=963, type=DequantizeLinear]; "964 bert/encoder/layer_6/attention/self/Reshape" [id=964, type=Reshape]; "965 bert/encoder/layer_6/attention/self/transpose" [id=965, type=Transpose]; -"966 QuantizeLinear_bert/encoder/layer_6/attention/self/key/kernel^0_1" [id=966, label="966 QuantizeLinear_bert/encoder/layer_6/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"967 DequantizeLinear_bert/encoder/layer_6/attention/self/key/kernel^0_1" [id=967, label="967 DequantizeLinear_bert/encoder/layer_6/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"966 QuantizeLinear_bert/encoder/layer_6/attention/self/key/kernel^0_1" [id=966, type=QuantizeLinear]; +"967 DequantizeLinear_bert/encoder/layer_6/attention/self/key/kernel^0_1" [id=967, type=DequantizeLinear]; "968 bert/encoder/layer_6/attention/self/key/MatMul" [id=968, type=MatMul]; "969 bert/encoder/layer_6/attention/self/key/BiasAdd" [id=969, type=Add]; -"970 QuantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd^0_1" [id=970, label="970 QuantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"971 DequantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd^0_1" [id=971, label="971 DequantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"970 QuantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd^0_1" [id=970, type=QuantizeLinear]; +"971 DequantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd^0_1" [id=971, type=DequantizeLinear]; "972 bert/encoder/layer_6/attention/self/Reshape_1" [id=972, type=Reshape]; "973 bert/encoder/layer_6/attention/self/transpose_1" [id=973, type=Transpose]; "974 bert/encoder/layer_6/attention/self/MatMul__390" [id=974, type=Transpose]; @@ -979,12 +979,12 @@ strict digraph { "977 bert/encoder/layer_6/attention/self/add" [id=977, type=Add]; "978 bert/encoder/layer_6/attention/self/Softmax" [id=978, type=Softmax]; "979 bert/encoder/layer_6/attention/self/MatMul_1" [id=979, type=MatMul]; -"980 QuantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1^0_1" [id=980, label="980 QuantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"981 DequantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1^0_1" [id=981, label="981 DequantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"980 QuantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1^0_1" [id=980, type=QuantizeLinear]; +"981 DequantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1^0_1" [id=981, type=DequantizeLinear]; "982 bert/encoder/layer_6/attention/self/transpose_3" [id=982, type=Transpose]; "983 bert/encoder/layer_6/attention/self/Reshape_3" [id=983, type=Reshape]; -"984 QuantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel^0_1" [id=984, label="984 QuantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"985 DequantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel^0_1" [id=985, label="985 DequantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"984 QuantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel^0_1" [id=984, type=QuantizeLinear]; +"985 DequantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel^0_1" [id=985, type=DequantizeLinear]; "986 bert/encoder/layer_6/attention/output/dense/MatMul" [id=986, type=MatMul]; "987 bert/encoder/layer_6/attention/output/dense/BiasAdd" [id=987, type=Add]; "988 bert/encoder/layer_6/attention/output/add" [id=988, type=Add]; @@ -1001,10 +1001,10 @@ strict digraph { "999 bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/sub" [id=999, type=Sub]; "1000 bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/mul_1" [id=1000, type=Mul]; "1001 bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1" [id=1001, type=Add]; -"1002 QuantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1002, label="1002 QuantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1003 DequantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1003, label="1003 DequantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1004 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel^0_1" [id=1004, label="1004 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"1005 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel^0_1" [id=1005, label="1005 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"1002 QuantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1002, type=QuantizeLinear]; +"1003 DequantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1003, type=DequantizeLinear]; +"1004 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel^0_1" [id=1004, type=QuantizeLinear]; +"1005 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel^0_1" [id=1005, type=DequantizeLinear]; "1006 bert/encoder/layer_6/intermediate/dense/MatMul" [id=1006, type=MatMul]; "1007 bert/encoder/layer_6/intermediate/dense/BiasAdd" [id=1007, type=Add]; "1008 bert/encoder/layer_6/intermediate/dense/Pow" [id=1008, type=Pow]; @@ -1015,10 +1015,10 @@ strict digraph { "1013 bert/encoder/layer_6/intermediate/dense/add_1" [id=1013, type=Add]; "1014 bert/encoder/layer_6/intermediate/dense/mul_2" [id=1014, type=Mul]; "1015 bert/encoder/layer_6/intermediate/dense/mul_3" [id=1015, type=Mul]; -"1016 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3^0_1" [id=1016, label="1016 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"1017 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3^0_1" [id=1017, label="1017 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"1018 QuantizeLinear_bert/encoder/layer_6/output/dense/kernel^0_1" [id=1018, label="1018 QuantizeLinear_bert/encoder/layer_6/output/dense/kernel:0_1", type=QuantizeLinear]; -"1019 DequantizeLinear_bert/encoder/layer_6/output/dense/kernel^0_1" [id=1019, label="1019 DequantizeLinear_bert/encoder/layer_6/output/dense/kernel:0_1", type=DequantizeLinear]; +"1016 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3^0_1" [id=1016, type=QuantizeLinear]; +"1017 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3^0_1" [id=1017, type=DequantizeLinear]; +"1018 QuantizeLinear_bert/encoder/layer_6/output/dense/kernel^0_1" [id=1018, type=QuantizeLinear]; +"1019 DequantizeLinear_bert/encoder/layer_6/output/dense/kernel^0_1" [id=1019, type=DequantizeLinear]; "1020 bert/encoder/layer_6/output/dense/MatMul" [id=1020, type=MatMul]; "1021 bert/encoder/layer_6/output/dense/BiasAdd" [id=1021, type=Add]; "1022 bert/encoder/layer_6/output/add" [id=1022, type=Add]; @@ -1035,32 +1035,32 @@ strict digraph { "1033 bert/encoder/layer_6/output/LayerNorm/batchnorm/sub" [id=1033, type=Sub]; "1034 bert/encoder/layer_6/output/LayerNorm/batchnorm/mul_1" [id=1034, type=Mul]; "1035 bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1" [id=1035, type=Add]; -"1036 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_1" [id=1036, label="1036 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1037 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_1" [id=1037, label="1037 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1038 QuantizeLinear_bert/encoder/layer_7/attention/self/value/kernel^0_1" [id=1038, label="1038 QuantizeLinear_bert/encoder/layer_7/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"1039 DequantizeLinear_bert/encoder/layer_7/attention/self/value/kernel^0_1" [id=1039, label="1039 DequantizeLinear_bert/encoder/layer_7/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"1040 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_2" [id=1040, label="1040 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"1041 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_2" [id=1041, label="1041 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"1042 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_3" [id=1042, label="1042 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"1043 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_3" [id=1043, label="1043 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"1036 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_1" [id=1036, type=QuantizeLinear]; +"1037 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_1" [id=1037, type=DequantizeLinear]; +"1038 QuantizeLinear_bert/encoder/layer_7/attention/self/value/kernel^0_1" [id=1038, type=QuantizeLinear]; +"1039 DequantizeLinear_bert/encoder/layer_7/attention/self/value/kernel^0_1" [id=1039, type=DequantizeLinear]; +"1040 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_2" [id=1040, type=QuantizeLinear]; +"1041 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_2" [id=1041, type=DequantizeLinear]; +"1042 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_3" [id=1042, type=QuantizeLinear]; +"1043 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_3" [id=1043, type=DequantizeLinear]; "1044 bert/encoder/layer_7/attention/self/value/MatMul" [id=1044, type=MatMul]; "1045 bert/encoder/layer_7/attention/self/value/BiasAdd" [id=1045, type=Add]; "1046 bert/encoder/layer_7/attention/self/Reshape_2" [id=1046, type=Reshape]; "1047 bert/encoder/layer_7/attention/self/transpose_2" [id=1047, type=Transpose]; -"1048 QuantizeLinear_bert/encoder/layer_7/attention/self/query/kernel^0_1" [id=1048, label="1048 QuantizeLinear_bert/encoder/layer_7/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"1049 DequantizeLinear_bert/encoder/layer_7/attention/self/query/kernel^0_1" [id=1049, label="1049 DequantizeLinear_bert/encoder/layer_7/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"1048 QuantizeLinear_bert/encoder/layer_7/attention/self/query/kernel^0_1" [id=1048, type=QuantizeLinear]; +"1049 DequantizeLinear_bert/encoder/layer_7/attention/self/query/kernel^0_1" [id=1049, type=DequantizeLinear]; "1050 bert/encoder/layer_7/attention/self/query/MatMul" [id=1050, type=MatMul]; "1051 bert/encoder/layer_7/attention/self/query/BiasAdd" [id=1051, type=Add]; -"1052 QuantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd^0_1" [id=1052, label="1052 QuantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"1053 DequantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd^0_1" [id=1053, label="1053 DequantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"1052 QuantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd^0_1" [id=1052, type=QuantizeLinear]; +"1053 DequantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd^0_1" [id=1053, type=DequantizeLinear]; "1054 bert/encoder/layer_7/attention/self/Reshape" [id=1054, type=Reshape]; "1055 bert/encoder/layer_7/attention/self/transpose" [id=1055, type=Transpose]; -"1056 QuantizeLinear_bert/encoder/layer_7/attention/self/key/kernel^0_1" [id=1056, label="1056 QuantizeLinear_bert/encoder/layer_7/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"1057 DequantizeLinear_bert/encoder/layer_7/attention/self/key/kernel^0_1" [id=1057, label="1057 DequantizeLinear_bert/encoder/layer_7/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"1056 QuantizeLinear_bert/encoder/layer_7/attention/self/key/kernel^0_1" [id=1056, type=QuantizeLinear]; +"1057 DequantizeLinear_bert/encoder/layer_7/attention/self/key/kernel^0_1" [id=1057, type=DequantizeLinear]; "1058 bert/encoder/layer_7/attention/self/key/MatMul" [id=1058, type=MatMul]; "1059 bert/encoder/layer_7/attention/self/key/BiasAdd" [id=1059, type=Add]; -"1060 QuantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd^0_1" [id=1060, label="1060 QuantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"1061 DequantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd^0_1" [id=1061, label="1061 DequantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"1060 QuantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd^0_1" [id=1060, type=QuantizeLinear]; +"1061 DequantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd^0_1" [id=1061, type=DequantizeLinear]; "1062 bert/encoder/layer_7/attention/self/Reshape_1" [id=1062, type=Reshape]; "1063 bert/encoder/layer_7/attention/self/transpose_1" [id=1063, type=Transpose]; "1064 bert/encoder/layer_7/attention/self/MatMul__404" [id=1064, type=Transpose]; @@ -1069,12 +1069,12 @@ strict digraph { "1067 bert/encoder/layer_7/attention/self/add" [id=1067, type=Add]; "1068 bert/encoder/layer_7/attention/self/Softmax" [id=1068, type=Softmax]; "1069 bert/encoder/layer_7/attention/self/MatMul_1" [id=1069, type=MatMul]; -"1070 QuantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1^0_1" [id=1070, label="1070 QuantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"1071 DequantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1^0_1" [id=1071, label="1071 DequantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"1070 QuantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1^0_1" [id=1070, type=QuantizeLinear]; +"1071 DequantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1^0_1" [id=1071, type=DequantizeLinear]; "1072 bert/encoder/layer_7/attention/self/transpose_3" [id=1072, type=Transpose]; "1073 bert/encoder/layer_7/attention/self/Reshape_3" [id=1073, type=Reshape]; -"1074 QuantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel^0_1" [id=1074, label="1074 QuantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"1075 DequantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel^0_1" [id=1075, label="1075 DequantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"1074 QuantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel^0_1" [id=1074, type=QuantizeLinear]; +"1075 DequantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel^0_1" [id=1075, type=DequantizeLinear]; "1076 bert/encoder/layer_7/attention/output/dense/MatMul" [id=1076, type=MatMul]; "1077 bert/encoder/layer_7/attention/output/dense/BiasAdd" [id=1077, type=Add]; "1078 bert/encoder/layer_7/attention/output/add" [id=1078, type=Add]; @@ -1091,10 +1091,10 @@ strict digraph { "1089 bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/sub" [id=1089, type=Sub]; "1090 bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/mul_1" [id=1090, type=Mul]; "1091 bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1" [id=1091, type=Add]; -"1092 QuantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1092, label="1092 QuantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1093 DequantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1093, label="1093 DequantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1094 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel^0_1" [id=1094, label="1094 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"1095 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel^0_1" [id=1095, label="1095 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"1092 QuantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1092, type=QuantizeLinear]; +"1093 DequantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1093, type=DequantizeLinear]; +"1094 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel^0_1" [id=1094, type=QuantizeLinear]; +"1095 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel^0_1" [id=1095, type=DequantizeLinear]; "1096 bert/encoder/layer_7/intermediate/dense/MatMul" [id=1096, type=MatMul]; "1097 bert/encoder/layer_7/intermediate/dense/BiasAdd" [id=1097, type=Add]; "1098 bert/encoder/layer_7/intermediate/dense/Pow" [id=1098, type=Pow]; @@ -1105,10 +1105,10 @@ strict digraph { "1103 bert/encoder/layer_7/intermediate/dense/add_1" [id=1103, type=Add]; "1104 bert/encoder/layer_7/intermediate/dense/mul_2" [id=1104, type=Mul]; "1105 bert/encoder/layer_7/intermediate/dense/mul_3" [id=1105, type=Mul]; -"1106 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3^0_1" [id=1106, label="1106 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"1107 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3^0_1" [id=1107, label="1107 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"1108 QuantizeLinear_bert/encoder/layer_7/output/dense/kernel^0_1" [id=1108, label="1108 QuantizeLinear_bert/encoder/layer_7/output/dense/kernel:0_1", type=QuantizeLinear]; -"1109 DequantizeLinear_bert/encoder/layer_7/output/dense/kernel^0_1" [id=1109, label="1109 DequantizeLinear_bert/encoder/layer_7/output/dense/kernel:0_1", type=DequantizeLinear]; +"1106 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3^0_1" [id=1106, type=QuantizeLinear]; +"1107 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3^0_1" [id=1107, type=DequantizeLinear]; +"1108 QuantizeLinear_bert/encoder/layer_7/output/dense/kernel^0_1" [id=1108, type=QuantizeLinear]; +"1109 DequantizeLinear_bert/encoder/layer_7/output/dense/kernel^0_1" [id=1109, type=DequantizeLinear]; "1110 bert/encoder/layer_7/output/dense/MatMul" [id=1110, type=MatMul]; "1111 bert/encoder/layer_7/output/dense/BiasAdd" [id=1111, type=Add]; "1112 bert/encoder/layer_7/output/add" [id=1112, type=Add]; @@ -1125,32 +1125,32 @@ strict digraph { "1123 bert/encoder/layer_7/output/LayerNorm/batchnorm/sub" [id=1123, type=Sub]; "1124 bert/encoder/layer_7/output/LayerNorm/batchnorm/mul_1" [id=1124, type=Mul]; "1125 bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1" [id=1125, type=Add]; -"1126 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_1" [id=1126, label="1126 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1127 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_1" [id=1127, label="1127 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1128 QuantizeLinear_bert/encoder/layer_8/attention/self/value/kernel^0_1" [id=1128, label="1128 QuantizeLinear_bert/encoder/layer_8/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"1129 DequantizeLinear_bert/encoder/layer_8/attention/self/value/kernel^0_1" [id=1129, label="1129 DequantizeLinear_bert/encoder/layer_8/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"1130 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_2" [id=1130, label="1130 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"1131 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_2" [id=1131, label="1131 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"1132 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_3" [id=1132, label="1132 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"1133 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_3" [id=1133, label="1133 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"1126 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_1" [id=1126, type=QuantizeLinear]; +"1127 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_1" [id=1127, type=DequantizeLinear]; +"1128 QuantizeLinear_bert/encoder/layer_8/attention/self/value/kernel^0_1" [id=1128, type=QuantizeLinear]; +"1129 DequantizeLinear_bert/encoder/layer_8/attention/self/value/kernel^0_1" [id=1129, type=DequantizeLinear]; +"1130 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_2" [id=1130, type=QuantizeLinear]; +"1131 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_2" [id=1131, type=DequantizeLinear]; +"1132 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_3" [id=1132, type=QuantizeLinear]; +"1133 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_3" [id=1133, type=DequantizeLinear]; "1134 bert/encoder/layer_8/attention/self/value/MatMul" [id=1134, type=MatMul]; "1135 bert/encoder/layer_8/attention/self/value/BiasAdd" [id=1135, type=Add]; "1136 bert/encoder/layer_8/attention/self/Reshape_2" [id=1136, type=Reshape]; "1137 bert/encoder/layer_8/attention/self/transpose_2" [id=1137, type=Transpose]; -"1138 QuantizeLinear_bert/encoder/layer_8/attention/self/query/kernel^0_1" [id=1138, label="1138 QuantizeLinear_bert/encoder/layer_8/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"1139 DequantizeLinear_bert/encoder/layer_8/attention/self/query/kernel^0_1" [id=1139, label="1139 DequantizeLinear_bert/encoder/layer_8/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"1138 QuantizeLinear_bert/encoder/layer_8/attention/self/query/kernel^0_1" [id=1138, type=QuantizeLinear]; +"1139 DequantizeLinear_bert/encoder/layer_8/attention/self/query/kernel^0_1" [id=1139, type=DequantizeLinear]; "1140 bert/encoder/layer_8/attention/self/query/MatMul" [id=1140, type=MatMul]; "1141 bert/encoder/layer_8/attention/self/query/BiasAdd" [id=1141, type=Add]; -"1142 QuantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd^0_1" [id=1142, label="1142 QuantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"1143 DequantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd^0_1" [id=1143, label="1143 DequantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"1142 QuantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd^0_1" [id=1142, type=QuantizeLinear]; +"1143 DequantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd^0_1" [id=1143, type=DequantizeLinear]; "1144 bert/encoder/layer_8/attention/self/Reshape" [id=1144, type=Reshape]; "1145 bert/encoder/layer_8/attention/self/transpose" [id=1145, type=Transpose]; -"1146 QuantizeLinear_bert/encoder/layer_8/attention/self/key/kernel^0_1" [id=1146, label="1146 QuantizeLinear_bert/encoder/layer_8/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"1147 DequantizeLinear_bert/encoder/layer_8/attention/self/key/kernel^0_1" [id=1147, label="1147 DequantizeLinear_bert/encoder/layer_8/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"1146 QuantizeLinear_bert/encoder/layer_8/attention/self/key/kernel^0_1" [id=1146, type=QuantizeLinear]; +"1147 DequantizeLinear_bert/encoder/layer_8/attention/self/key/kernel^0_1" [id=1147, type=DequantizeLinear]; "1148 bert/encoder/layer_8/attention/self/key/MatMul" [id=1148, type=MatMul]; "1149 bert/encoder/layer_8/attention/self/key/BiasAdd" [id=1149, type=Add]; -"1150 QuantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd^0_1" [id=1150, label="1150 QuantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"1151 DequantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd^0_1" [id=1151, label="1151 DequantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"1150 QuantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd^0_1" [id=1150, type=QuantizeLinear]; +"1151 DequantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd^0_1" [id=1151, type=DequantizeLinear]; "1152 bert/encoder/layer_8/attention/self/Reshape_1" [id=1152, type=Reshape]; "1153 bert/encoder/layer_8/attention/self/transpose_1" [id=1153, type=Transpose]; "1154 bert/encoder/layer_8/attention/self/MatMul__418" [id=1154, type=Transpose]; @@ -1159,12 +1159,12 @@ strict digraph { "1157 bert/encoder/layer_8/attention/self/add" [id=1157, type=Add]; "1158 bert/encoder/layer_8/attention/self/Softmax" [id=1158, type=Softmax]; "1159 bert/encoder/layer_8/attention/self/MatMul_1" [id=1159, type=MatMul]; -"1160 QuantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1^0_1" [id=1160, label="1160 QuantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"1161 DequantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1^0_1" [id=1161, label="1161 DequantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"1160 QuantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1^0_1" [id=1160, type=QuantizeLinear]; +"1161 DequantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1^0_1" [id=1161, type=DequantizeLinear]; "1162 bert/encoder/layer_8/attention/self/transpose_3" [id=1162, type=Transpose]; "1163 bert/encoder/layer_8/attention/self/Reshape_3" [id=1163, type=Reshape]; -"1164 QuantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel^0_1" [id=1164, label="1164 QuantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"1165 DequantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel^0_1" [id=1165, label="1165 DequantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"1164 QuantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel^0_1" [id=1164, type=QuantizeLinear]; +"1165 DequantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel^0_1" [id=1165, type=DequantizeLinear]; "1166 bert/encoder/layer_8/attention/output/dense/MatMul" [id=1166, type=MatMul]; "1167 bert/encoder/layer_8/attention/output/dense/BiasAdd" [id=1167, type=Add]; "1168 bert/encoder/layer_8/attention/output/add" [id=1168, type=Add]; @@ -1181,10 +1181,10 @@ strict digraph { "1179 bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/sub" [id=1179, type=Sub]; "1180 bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/mul_1" [id=1180, type=Mul]; "1181 bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1" [id=1181, type=Add]; -"1182 QuantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1182, label="1182 QuantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1183 DequantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1183, label="1183 DequantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1184 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel^0_1" [id=1184, label="1184 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"1185 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel^0_1" [id=1185, label="1185 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"1182 QuantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1182, type=QuantizeLinear]; +"1183 DequantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1183, type=DequantizeLinear]; +"1184 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel^0_1" [id=1184, type=QuantizeLinear]; +"1185 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel^0_1" [id=1185, type=DequantizeLinear]; "1186 bert/encoder/layer_8/intermediate/dense/MatMul" [id=1186, type=MatMul]; "1187 bert/encoder/layer_8/intermediate/dense/BiasAdd" [id=1187, type=Add]; "1188 bert/encoder/layer_8/intermediate/dense/Pow" [id=1188, type=Pow]; @@ -1195,10 +1195,10 @@ strict digraph { "1193 bert/encoder/layer_8/intermediate/dense/add_1" [id=1193, type=Add]; "1194 bert/encoder/layer_8/intermediate/dense/mul_2" [id=1194, type=Mul]; "1195 bert/encoder/layer_8/intermediate/dense/mul_3" [id=1195, type=Mul]; -"1196 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3^0_1" [id=1196, label="1196 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"1197 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3^0_1" [id=1197, label="1197 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"1198 QuantizeLinear_bert/encoder/layer_8/output/dense/kernel^0_1" [id=1198, label="1198 QuantizeLinear_bert/encoder/layer_8/output/dense/kernel:0_1", type=QuantizeLinear]; -"1199 DequantizeLinear_bert/encoder/layer_8/output/dense/kernel^0_1" [id=1199, label="1199 DequantizeLinear_bert/encoder/layer_8/output/dense/kernel:0_1", type=DequantizeLinear]; +"1196 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3^0_1" [id=1196, type=QuantizeLinear]; +"1197 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3^0_1" [id=1197, type=DequantizeLinear]; +"1198 QuantizeLinear_bert/encoder/layer_8/output/dense/kernel^0_1" [id=1198, type=QuantizeLinear]; +"1199 DequantizeLinear_bert/encoder/layer_8/output/dense/kernel^0_1" [id=1199, type=DequantizeLinear]; "1200 bert/encoder/layer_8/output/dense/MatMul" [id=1200, type=MatMul]; "1201 bert/encoder/layer_8/output/dense/BiasAdd" [id=1201, type=Add]; "1202 bert/encoder/layer_8/output/add" [id=1202, type=Add]; @@ -1215,32 +1215,32 @@ strict digraph { "1213 bert/encoder/layer_8/output/LayerNorm/batchnorm/sub" [id=1213, type=Sub]; "1214 bert/encoder/layer_8/output/LayerNorm/batchnorm/mul_1" [id=1214, type=Mul]; "1215 bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1" [id=1215, type=Add]; -"1216 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_1" [id=1216, label="1216 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1217 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_1" [id=1217, label="1217 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1218 QuantizeLinear_bert/encoder/layer_9/attention/self/value/kernel^0_1" [id=1218, label="1218 QuantizeLinear_bert/encoder/layer_9/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"1219 DequantizeLinear_bert/encoder/layer_9/attention/self/value/kernel^0_1" [id=1219, label="1219 DequantizeLinear_bert/encoder/layer_9/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"1220 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_2" [id=1220, label="1220 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"1221 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_2" [id=1221, label="1221 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"1222 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_3" [id=1222, label="1222 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"1223 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_3" [id=1223, label="1223 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"1216 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_1" [id=1216, type=QuantizeLinear]; +"1217 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_1" [id=1217, type=DequantizeLinear]; +"1218 QuantizeLinear_bert/encoder/layer_9/attention/self/value/kernel^0_1" [id=1218, type=QuantizeLinear]; +"1219 DequantizeLinear_bert/encoder/layer_9/attention/self/value/kernel^0_1" [id=1219, type=DequantizeLinear]; +"1220 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_2" [id=1220, type=QuantizeLinear]; +"1221 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_2" [id=1221, type=DequantizeLinear]; +"1222 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_3" [id=1222, type=QuantizeLinear]; +"1223 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_3" [id=1223, type=DequantizeLinear]; "1224 bert/encoder/layer_9/attention/self/value/MatMul" [id=1224, type=MatMul]; "1225 bert/encoder/layer_9/attention/self/value/BiasAdd" [id=1225, type=Add]; "1226 bert/encoder/layer_9/attention/self/Reshape_2" [id=1226, type=Reshape]; "1227 bert/encoder/layer_9/attention/self/transpose_2" [id=1227, type=Transpose]; -"1228 QuantizeLinear_bert/encoder/layer_9/attention/self/query/kernel^0_1" [id=1228, label="1228 QuantizeLinear_bert/encoder/layer_9/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"1229 DequantizeLinear_bert/encoder/layer_9/attention/self/query/kernel^0_1" [id=1229, label="1229 DequantizeLinear_bert/encoder/layer_9/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"1228 QuantizeLinear_bert/encoder/layer_9/attention/self/query/kernel^0_1" [id=1228, type=QuantizeLinear]; +"1229 DequantizeLinear_bert/encoder/layer_9/attention/self/query/kernel^0_1" [id=1229, type=DequantizeLinear]; "1230 bert/encoder/layer_9/attention/self/query/MatMul" [id=1230, type=MatMul]; "1231 bert/encoder/layer_9/attention/self/query/BiasAdd" [id=1231, type=Add]; -"1232 QuantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd^0_1" [id=1232, label="1232 QuantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"1233 DequantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd^0_1" [id=1233, label="1233 DequantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"1232 QuantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd^0_1" [id=1232, type=QuantizeLinear]; +"1233 DequantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd^0_1" [id=1233, type=DequantizeLinear]; "1234 bert/encoder/layer_9/attention/self/Reshape" [id=1234, type=Reshape]; "1235 bert/encoder/layer_9/attention/self/transpose" [id=1235, type=Transpose]; -"1236 QuantizeLinear_bert/encoder/layer_9/attention/self/key/kernel^0_1" [id=1236, label="1236 QuantizeLinear_bert/encoder/layer_9/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"1237 DequantizeLinear_bert/encoder/layer_9/attention/self/key/kernel^0_1" [id=1237, label="1237 DequantizeLinear_bert/encoder/layer_9/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"1236 QuantizeLinear_bert/encoder/layer_9/attention/self/key/kernel^0_1" [id=1236, type=QuantizeLinear]; +"1237 DequantizeLinear_bert/encoder/layer_9/attention/self/key/kernel^0_1" [id=1237, type=DequantizeLinear]; "1238 bert/encoder/layer_9/attention/self/key/MatMul" [id=1238, type=MatMul]; "1239 bert/encoder/layer_9/attention/self/key/BiasAdd" [id=1239, type=Add]; -"1240 QuantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd^0_1" [id=1240, label="1240 QuantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"1241 DequantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd^0_1" [id=1241, label="1241 DequantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"1240 QuantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd^0_1" [id=1240, type=QuantizeLinear]; +"1241 DequantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd^0_1" [id=1241, type=DequantizeLinear]; "1242 bert/encoder/layer_9/attention/self/Reshape_1" [id=1242, type=Reshape]; "1243 bert/encoder/layer_9/attention/self/transpose_1" [id=1243, type=Transpose]; "1244 bert/encoder/layer_9/attention/self/MatMul__432" [id=1244, type=Transpose]; @@ -1249,12 +1249,12 @@ strict digraph { "1247 bert/encoder/layer_9/attention/self/add" [id=1247, type=Add]; "1248 bert/encoder/layer_9/attention/self/Softmax" [id=1248, type=Softmax]; "1249 bert/encoder/layer_9/attention/self/MatMul_1" [id=1249, type=MatMul]; -"1250 QuantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1^0_1" [id=1250, label="1250 QuantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"1251 DequantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1^0_1" [id=1251, label="1251 DequantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"1250 QuantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1^0_1" [id=1250, type=QuantizeLinear]; +"1251 DequantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1^0_1" [id=1251, type=DequantizeLinear]; "1252 bert/encoder/layer_9/attention/self/transpose_3" [id=1252, type=Transpose]; "1253 bert/encoder/layer_9/attention/self/Reshape_3" [id=1253, type=Reshape]; -"1254 QuantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel^0_1" [id=1254, label="1254 QuantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"1255 DequantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel^0_1" [id=1255, label="1255 DequantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"1254 QuantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel^0_1" [id=1254, type=QuantizeLinear]; +"1255 DequantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel^0_1" [id=1255, type=DequantizeLinear]; "1256 bert/encoder/layer_9/attention/output/dense/MatMul" [id=1256, type=MatMul]; "1257 bert/encoder/layer_9/attention/output/dense/BiasAdd" [id=1257, type=Add]; "1258 bert/encoder/layer_9/attention/output/add" [id=1258, type=Add]; @@ -1271,10 +1271,10 @@ strict digraph { "1269 bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/sub" [id=1269, type=Sub]; "1270 bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/mul_1" [id=1270, type=Mul]; "1271 bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1" [id=1271, type=Add]; -"1272 QuantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1272, label="1272 QuantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1273 DequantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1273, label="1273 DequantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1274 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel^0_1" [id=1274, label="1274 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"1275 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel^0_1" [id=1275, label="1275 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"1272 QuantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1272, type=QuantizeLinear]; +"1273 DequantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1273, type=DequantizeLinear]; +"1274 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel^0_1" [id=1274, type=QuantizeLinear]; +"1275 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel^0_1" [id=1275, type=DequantizeLinear]; "1276 bert/encoder/layer_9/intermediate/dense/MatMul" [id=1276, type=MatMul]; "1277 bert/encoder/layer_9/intermediate/dense/BiasAdd" [id=1277, type=Add]; "1278 bert/encoder/layer_9/intermediate/dense/Pow" [id=1278, type=Pow]; @@ -1285,10 +1285,10 @@ strict digraph { "1283 bert/encoder/layer_9/intermediate/dense/add_1" [id=1283, type=Add]; "1284 bert/encoder/layer_9/intermediate/dense/mul_2" [id=1284, type=Mul]; "1285 bert/encoder/layer_9/intermediate/dense/mul_3" [id=1285, type=Mul]; -"1286 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3^0_1" [id=1286, label="1286 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"1287 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3^0_1" [id=1287, label="1287 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"1288 QuantizeLinear_bert/encoder/layer_9/output/dense/kernel^0_1" [id=1288, label="1288 QuantizeLinear_bert/encoder/layer_9/output/dense/kernel:0_1", type=QuantizeLinear]; -"1289 DequantizeLinear_bert/encoder/layer_9/output/dense/kernel^0_1" [id=1289, label="1289 DequantizeLinear_bert/encoder/layer_9/output/dense/kernel:0_1", type=DequantizeLinear]; +"1286 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3^0_1" [id=1286, type=QuantizeLinear]; +"1287 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3^0_1" [id=1287, type=DequantizeLinear]; +"1288 QuantizeLinear_bert/encoder/layer_9/output/dense/kernel^0_1" [id=1288, type=QuantizeLinear]; +"1289 DequantizeLinear_bert/encoder/layer_9/output/dense/kernel^0_1" [id=1289, type=DequantizeLinear]; "1290 bert/encoder/layer_9/output/dense/MatMul" [id=1290, type=MatMul]; "1291 bert/encoder/layer_9/output/dense/BiasAdd" [id=1291, type=Add]; "1292 bert/encoder/layer_9/output/add" [id=1292, type=Add]; @@ -1305,32 +1305,32 @@ strict digraph { "1303 bert/encoder/layer_9/output/LayerNorm/batchnorm/sub" [id=1303, type=Sub]; "1304 bert/encoder/layer_9/output/LayerNorm/batchnorm/mul_1" [id=1304, type=Mul]; "1305 bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1" [id=1305, type=Add]; -"1306 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_1" [id=1306, label="1306 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1307 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_1" [id=1307, label="1307 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1308 QuantizeLinear_bert/encoder/layer_10/attention/self/value/kernel^0_1" [id=1308, label="1308 QuantizeLinear_bert/encoder/layer_10/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"1309 DequantizeLinear_bert/encoder/layer_10/attention/self/value/kernel^0_1" [id=1309, label="1309 DequantizeLinear_bert/encoder/layer_10/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"1310 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_2" [id=1310, label="1310 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"1311 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_2" [id=1311, label="1311 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"1312 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_3" [id=1312, label="1312 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"1313 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_3" [id=1313, label="1313 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"1306 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_1" [id=1306, type=QuantizeLinear]; +"1307 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_1" [id=1307, type=DequantizeLinear]; +"1308 QuantizeLinear_bert/encoder/layer_10/attention/self/value/kernel^0_1" [id=1308, type=QuantizeLinear]; +"1309 DequantizeLinear_bert/encoder/layer_10/attention/self/value/kernel^0_1" [id=1309, type=DequantizeLinear]; +"1310 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_2" [id=1310, type=QuantizeLinear]; +"1311 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_2" [id=1311, type=DequantizeLinear]; +"1312 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_3" [id=1312, type=QuantizeLinear]; +"1313 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_3" [id=1313, type=DequantizeLinear]; "1314 bert/encoder/layer_10/attention/self/value/MatMul" [id=1314, type=MatMul]; "1315 bert/encoder/layer_10/attention/self/value/BiasAdd" [id=1315, type=Add]; "1316 bert/encoder/layer_10/attention/self/Reshape_2" [id=1316, type=Reshape]; "1317 bert/encoder/layer_10/attention/self/transpose_2" [id=1317, type=Transpose]; -"1318 QuantizeLinear_bert/encoder/layer_10/attention/self/query/kernel^0_1" [id=1318, label="1318 QuantizeLinear_bert/encoder/layer_10/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"1319 DequantizeLinear_bert/encoder/layer_10/attention/self/query/kernel^0_1" [id=1319, label="1319 DequantizeLinear_bert/encoder/layer_10/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"1318 QuantizeLinear_bert/encoder/layer_10/attention/self/query/kernel^0_1" [id=1318, type=QuantizeLinear]; +"1319 DequantizeLinear_bert/encoder/layer_10/attention/self/query/kernel^0_1" [id=1319, type=DequantizeLinear]; "1320 bert/encoder/layer_10/attention/self/query/MatMul" [id=1320, type=MatMul]; "1321 bert/encoder/layer_10/attention/self/query/BiasAdd" [id=1321, type=Add]; -"1322 QuantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd^0_1" [id=1322, label="1322 QuantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"1323 DequantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd^0_1" [id=1323, label="1323 DequantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"1322 QuantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd^0_1" [id=1322, type=QuantizeLinear]; +"1323 DequantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd^0_1" [id=1323, type=DequantizeLinear]; "1324 bert/encoder/layer_10/attention/self/Reshape" [id=1324, type=Reshape]; "1325 bert/encoder/layer_10/attention/self/transpose" [id=1325, type=Transpose]; -"1326 QuantizeLinear_bert/encoder/layer_10/attention/self/key/kernel^0_1" [id=1326, label="1326 QuantizeLinear_bert/encoder/layer_10/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"1327 DequantizeLinear_bert/encoder/layer_10/attention/self/key/kernel^0_1" [id=1327, label="1327 DequantizeLinear_bert/encoder/layer_10/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"1326 QuantizeLinear_bert/encoder/layer_10/attention/self/key/kernel^0_1" [id=1326, type=QuantizeLinear]; +"1327 DequantizeLinear_bert/encoder/layer_10/attention/self/key/kernel^0_1" [id=1327, type=DequantizeLinear]; "1328 bert/encoder/layer_10/attention/self/key/MatMul" [id=1328, type=MatMul]; "1329 bert/encoder/layer_10/attention/self/key/BiasAdd" [id=1329, type=Add]; -"1330 QuantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd^0_1" [id=1330, label="1330 QuantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"1331 DequantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd^0_1" [id=1331, label="1331 DequantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"1330 QuantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd^0_1" [id=1330, type=QuantizeLinear]; +"1331 DequantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd^0_1" [id=1331, type=DequantizeLinear]; "1332 bert/encoder/layer_10/attention/self/Reshape_1" [id=1332, type=Reshape]; "1333 bert/encoder/layer_10/attention/self/transpose_1" [id=1333, type=Transpose]; "1334 bert/encoder/layer_10/attention/self/MatMul__446" [id=1334, type=Transpose]; @@ -1339,12 +1339,12 @@ strict digraph { "1337 bert/encoder/layer_10/attention/self/add" [id=1337, type=Add]; "1338 bert/encoder/layer_10/attention/self/Softmax" [id=1338, type=Softmax]; "1339 bert/encoder/layer_10/attention/self/MatMul_1" [id=1339, type=MatMul]; -"1340 QuantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1^0_1" [id=1340, label="1340 QuantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"1341 DequantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1^0_1" [id=1341, label="1341 DequantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"1340 QuantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1^0_1" [id=1340, type=QuantizeLinear]; +"1341 DequantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1^0_1" [id=1341, type=DequantizeLinear]; "1342 bert/encoder/layer_10/attention/self/transpose_3" [id=1342, type=Transpose]; "1343 bert/encoder/layer_10/attention/self/Reshape_3" [id=1343, type=Reshape]; -"1344 QuantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel^0_1" [id=1344, label="1344 QuantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"1345 DequantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel^0_1" [id=1345, label="1345 DequantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"1344 QuantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel^0_1" [id=1344, type=QuantizeLinear]; +"1345 DequantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel^0_1" [id=1345, type=DequantizeLinear]; "1346 bert/encoder/layer_10/attention/output/dense/MatMul" [id=1346, type=MatMul]; "1347 bert/encoder/layer_10/attention/output/dense/BiasAdd" [id=1347, type=Add]; "1348 bert/encoder/layer_10/attention/output/add" [id=1348, type=Add]; @@ -1361,10 +1361,10 @@ strict digraph { "1359 bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/sub" [id=1359, type=Sub]; "1360 bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/mul_1" [id=1360, type=Mul]; "1361 bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1" [id=1361, type=Add]; -"1362 QuantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1362, label="1362 QuantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1363 DequantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1363, label="1363 DequantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1364 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel^0_1" [id=1364, label="1364 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"1365 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel^0_1" [id=1365, label="1365 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"1362 QuantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1362, type=QuantizeLinear]; +"1363 DequantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1363, type=DequantizeLinear]; +"1364 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel^0_1" [id=1364, type=QuantizeLinear]; +"1365 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel^0_1" [id=1365, type=DequantizeLinear]; "1366 bert/encoder/layer_10/intermediate/dense/MatMul" [id=1366, type=MatMul]; "1367 bert/encoder/layer_10/intermediate/dense/BiasAdd" [id=1367, type=Add]; "1368 bert/encoder/layer_10/intermediate/dense/Pow" [id=1368, type=Pow]; @@ -1375,10 +1375,10 @@ strict digraph { "1373 bert/encoder/layer_10/intermediate/dense/add_1" [id=1373, type=Add]; "1374 bert/encoder/layer_10/intermediate/dense/mul_2" [id=1374, type=Mul]; "1375 bert/encoder/layer_10/intermediate/dense/mul_3" [id=1375, type=Mul]; -"1376 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3^0_1" [id=1376, label="1376 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"1377 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3^0_1" [id=1377, label="1377 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"1378 QuantizeLinear_bert/encoder/layer_10/output/dense/kernel^0_1" [id=1378, label="1378 QuantizeLinear_bert/encoder/layer_10/output/dense/kernel:0_1", type=QuantizeLinear]; -"1379 DequantizeLinear_bert/encoder/layer_10/output/dense/kernel^0_1" [id=1379, label="1379 DequantizeLinear_bert/encoder/layer_10/output/dense/kernel:0_1", type=DequantizeLinear]; +"1376 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3^0_1" [id=1376, type=QuantizeLinear]; +"1377 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3^0_1" [id=1377, type=DequantizeLinear]; +"1378 QuantizeLinear_bert/encoder/layer_10/output/dense/kernel^0_1" [id=1378, type=QuantizeLinear]; +"1379 DequantizeLinear_bert/encoder/layer_10/output/dense/kernel^0_1" [id=1379, type=DequantizeLinear]; "1380 bert/encoder/layer_10/output/dense/MatMul" [id=1380, type=MatMul]; "1381 bert/encoder/layer_10/output/dense/BiasAdd" [id=1381, type=Add]; "1382 bert/encoder/layer_10/output/add" [id=1382, type=Add]; @@ -1395,32 +1395,32 @@ strict digraph { "1393 bert/encoder/layer_10/output/LayerNorm/batchnorm/sub" [id=1393, type=Sub]; "1394 bert/encoder/layer_10/output/LayerNorm/batchnorm/mul_1" [id=1394, type=Mul]; "1395 bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1" [id=1395, type=Add]; -"1396 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_1" [id=1396, label="1396 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1397 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_1" [id=1397, label="1397 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1398 QuantizeLinear_bert/encoder/layer_11/attention/self/value/kernel^0_1" [id=1398, label="1398 QuantizeLinear_bert/encoder/layer_11/attention/self/value/kernel:0_1", type=QuantizeLinear]; -"1399 DequantizeLinear_bert/encoder/layer_11/attention/self/value/kernel^0_1" [id=1399, label="1399 DequantizeLinear_bert/encoder/layer_11/attention/self/value/kernel:0_1", type=DequantizeLinear]; -"1400 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_2" [id=1400, label="1400 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; -"1401 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_2" [id=1401, label="1401 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; -"1402 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_3" [id=1402, label="1402 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; -"1403 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_3" [id=1403, label="1403 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; +"1396 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_1" [id=1396, type=QuantizeLinear]; +"1397 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_1" [id=1397, type=DequantizeLinear]; +"1398 QuantizeLinear_bert/encoder/layer_11/attention/self/value/kernel^0_1" [id=1398, type=QuantizeLinear]; +"1399 DequantizeLinear_bert/encoder/layer_11/attention/self/value/kernel^0_1" [id=1399, type=DequantizeLinear]; +"1400 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_2" [id=1400, type=QuantizeLinear]; +"1401 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_2" [id=1401, type=DequantizeLinear]; +"1402 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_3" [id=1402, type=QuantizeLinear]; +"1403 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_3" [id=1403, type=DequantizeLinear]; "1404 bert/encoder/layer_11/attention/self/value/MatMul" [id=1404, type=MatMul]; "1405 bert/encoder/layer_11/attention/self/value/BiasAdd" [id=1405, type=Add]; "1406 bert/encoder/layer_11/attention/self/Reshape_2" [id=1406, type=Reshape]; "1407 bert/encoder/layer_11/attention/self/transpose_2" [id=1407, type=Transpose]; -"1408 QuantizeLinear_bert/encoder/layer_11/attention/self/query/kernel^0_1" [id=1408, label="1408 QuantizeLinear_bert/encoder/layer_11/attention/self/query/kernel:0_1", type=QuantizeLinear]; -"1409 DequantizeLinear_bert/encoder/layer_11/attention/self/query/kernel^0_1" [id=1409, label="1409 DequantizeLinear_bert/encoder/layer_11/attention/self/query/kernel:0_1", type=DequantizeLinear]; +"1408 QuantizeLinear_bert/encoder/layer_11/attention/self/query/kernel^0_1" [id=1408, type=QuantizeLinear]; +"1409 DequantizeLinear_bert/encoder/layer_11/attention/self/query/kernel^0_1" [id=1409, type=DequantizeLinear]; "1410 bert/encoder/layer_11/attention/self/query/MatMul" [id=1410, type=MatMul]; "1411 bert/encoder/layer_11/attention/self/query/BiasAdd" [id=1411, type=Add]; -"1412 QuantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd^0_1" [id=1412, label="1412 QuantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; -"1413 DequantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd^0_1" [id=1413, label="1413 DequantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; +"1412 QuantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd^0_1" [id=1412, type=QuantizeLinear]; +"1413 DequantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd^0_1" [id=1413, type=DequantizeLinear]; "1414 bert/encoder/layer_11/attention/self/Reshape" [id=1414, type=Reshape]; "1415 bert/encoder/layer_11/attention/self/transpose" [id=1415, type=Transpose]; -"1416 QuantizeLinear_bert/encoder/layer_11/attention/self/key/kernel^0_1" [id=1416, label="1416 QuantizeLinear_bert/encoder/layer_11/attention/self/key/kernel:0_1", type=QuantizeLinear]; -"1417 DequantizeLinear_bert/encoder/layer_11/attention/self/key/kernel^0_1" [id=1417, label="1417 DequantizeLinear_bert/encoder/layer_11/attention/self/key/kernel:0_1", type=DequantizeLinear]; +"1416 QuantizeLinear_bert/encoder/layer_11/attention/self/key/kernel^0_1" [id=1416, type=QuantizeLinear]; +"1417 DequantizeLinear_bert/encoder/layer_11/attention/self/key/kernel^0_1" [id=1417, type=DequantizeLinear]; "1418 bert/encoder/layer_11/attention/self/key/MatMul" [id=1418, type=MatMul]; "1419 bert/encoder/layer_11/attention/self/key/BiasAdd" [id=1419, type=Add]; -"1420 QuantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd^0_1" [id=1420, label="1420 QuantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; -"1421 DequantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd^0_1" [id=1421, label="1421 DequantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; +"1420 QuantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd^0_1" [id=1420, type=QuantizeLinear]; +"1421 DequantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd^0_1" [id=1421, type=DequantizeLinear]; "1422 bert/encoder/layer_11/attention/self/Reshape_1" [id=1422, type=Reshape]; "1423 bert/encoder/layer_11/attention/self/transpose_1" [id=1423, type=Transpose]; "1424 bert/encoder/layer_11/attention/self/MatMul__460" [id=1424, type=Transpose]; @@ -1429,12 +1429,12 @@ strict digraph { "1427 bert/encoder/layer_11/attention/self/add" [id=1427, type=Add]; "1428 bert/encoder/layer_11/attention/self/Softmax" [id=1428, type=Softmax]; "1429 bert/encoder/layer_11/attention/self/MatMul_1" [id=1429, type=MatMul]; -"1430 QuantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1^0_1" [id=1430, label="1430 QuantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1:0_1", type=QuantizeLinear]; -"1431 DequantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1^0_1" [id=1431, label="1431 DequantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1:0_1", type=DequantizeLinear]; +"1430 QuantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1^0_1" [id=1430, type=QuantizeLinear]; +"1431 DequantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1^0_1" [id=1431, type=DequantizeLinear]; "1432 bert/encoder/layer_11/attention/self/transpose_3" [id=1432, type=Transpose]; "1433 bert/encoder/layer_11/attention/self/Reshape_3" [id=1433, type=Reshape]; -"1434 QuantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel^0_1" [id=1434, label="1434 QuantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel:0_1", type=QuantizeLinear]; -"1435 DequantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel^0_1" [id=1435, label="1435 DequantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel:0_1", type=DequantizeLinear]; +"1434 QuantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel^0_1" [id=1434, type=QuantizeLinear]; +"1435 DequantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel^0_1" [id=1435, type=DequantizeLinear]; "1436 bert/encoder/layer_11/attention/output/dense/MatMul" [id=1436, type=MatMul]; "1437 bert/encoder/layer_11/attention/output/dense/BiasAdd" [id=1437, type=Add]; "1438 bert/encoder/layer_11/attention/output/add" [id=1438, type=Add]; @@ -1451,10 +1451,10 @@ strict digraph { "1449 bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/sub" [id=1449, type=Sub]; "1450 bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/mul_1" [id=1450, type=Mul]; "1451 bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1" [id=1451, type=Add]; -"1452 QuantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1452, label="1452 QuantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1453 DequantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1453, label="1453 DequantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; -"1454 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel^0_1" [id=1454, label="1454 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel:0_1", type=QuantizeLinear]; -"1455 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel^0_1" [id=1455, label="1455 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel:0_1", type=DequantizeLinear]; +"1452 QuantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1452, type=QuantizeLinear]; +"1453 DequantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1453, type=DequantizeLinear]; +"1454 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel^0_1" [id=1454, type=QuantizeLinear]; +"1455 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel^0_1" [id=1455, type=DequantizeLinear]; "1456 bert/encoder/layer_11/intermediate/dense/MatMul" [id=1456, type=MatMul]; "1457 bert/encoder/layer_11/intermediate/dense/BiasAdd" [id=1457, type=Add]; "1458 bert/encoder/layer_11/intermediate/dense/Pow" [id=1458, type=Pow]; @@ -1465,10 +1465,10 @@ strict digraph { "1463 bert/encoder/layer_11/intermediate/dense/add_1" [id=1463, type=Add]; "1464 bert/encoder/layer_11/intermediate/dense/mul_2" [id=1464, type=Mul]; "1465 bert/encoder/layer_11/intermediate/dense/mul_3" [id=1465, type=Mul]; -"1466 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3^0_1" [id=1466, label="1466 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; -"1467 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3^0_1" [id=1467, label="1467 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; -"1468 QuantizeLinear_bert/encoder/layer_11/output/dense/kernel^0_1" [id=1468, label="1468 QuantizeLinear_bert/encoder/layer_11/output/dense/kernel:0_1", type=QuantizeLinear]; -"1469 DequantizeLinear_bert/encoder/layer_11/output/dense/kernel^0_1" [id=1469, label="1469 DequantizeLinear_bert/encoder/layer_11/output/dense/kernel:0_1", type=DequantizeLinear]; +"1466 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3^0_1" [id=1466, type=QuantizeLinear]; +"1467 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3^0_1" [id=1467, type=DequantizeLinear]; +"1468 QuantizeLinear_bert/encoder/layer_11/output/dense/kernel^0_1" [id=1468, type=QuantizeLinear]; +"1469 DequantizeLinear_bert/encoder/layer_11/output/dense/kernel^0_1" [id=1469, type=DequantizeLinear]; "1470 bert/encoder/layer_11/output/dense/MatMul" [id=1470, type=MatMul]; "1471 bert/encoder/layer_11/output/dense/BiasAdd" [id=1471, type=Add]; "1472 bert/encoder/layer_11/output/add" [id=1472, type=Add]; @@ -1485,8 +1485,8 @@ strict digraph { "1483 bert/encoder/layer_11/output/LayerNorm/batchnorm/sub" [id=1483, type=Sub]; "1484 bert/encoder/layer_11/output/LayerNorm/batchnorm/mul_1" [id=1484, type=Mul]; "1485 bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1" [id=1485, type=Add]; -"1486 QuantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1^0_1" [id=1486, label="1486 QuantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; -"1487 DequantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1^0_1" [id=1487, label="1487 DequantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1486 QuantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1^0_1" [id=1486, type=QuantizeLinear]; +"1487 DequantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1^0_1" [id=1487, type=DequantizeLinear]; "1488 bert/encoder/Reshape_13" [id=1488, type=Reshape]; "1489 Shape_1" [id=1489, type=Shape]; "1490 Shape_1__472" [id=1490, type=Cast]; @@ -1501,8 +1501,8 @@ strict digraph { "1499 Reshape_1/shape_Concat__481" [id=1499, type=Concat]; "1500 Reshape_1__487" [id=1500, type=Cast]; "1501 Reshape" [id=1501, type=Reshape]; -"1502 QuantizeLinear_MatMul__486^0_1" [id=1502, label="1502 QuantizeLinear_MatMul__486:0_1", type=QuantizeLinear]; -"1503 DequantizeLinear_MatMul__486^0_1" [id=1503, label="1503 DequantizeLinear_MatMul__486:0_1", type=DequantizeLinear]; +"1502 QuantizeLinear_MatMul__486^0_1" [id=1502, type=QuantizeLinear]; +"1503 DequantizeLinear_MatMul__486^0_1" [id=1503, type=DequantizeLinear]; "1504 MatMul" [id=1504, type=MatMul]; "1505 BiasAdd" [id=1505, type=Add]; "1506 Reshape_1" [id=1506, type=Reshape]; diff --git a/tests/onnx/data/reference_graphs/quantization/ssd_mobilenet_v1_12.dot b/tests/onnx/data/reference_graphs/quantization/ssd_mobilenet_v1_12.dot index eda1597bfef..8ba3dfc9190 100644 --- a/tests/onnx/data/reference_graphs/quantization/ssd_mobilenet_v1_12.dot +++ b/tests/onnx/data/reference_graphs/quantization/ssd_mobilenet_v1_12.dot @@ -11,146 +11,146 @@ strict digraph { "9 Postprocessor/ToFloat" [id=9, type=Cast]; "10 Preprocessor/sub" [id=10, type=Sub]; "11 Postprocessor/unstack" [id=11, type=Split]; -"12 QuantizeLinear_Preprocessor/sub^0_1" [id=12, label="12 QuantizeLinear_Preprocessor/sub:0_1", type=QuantizeLinear]; +"12 QuantizeLinear_Preprocessor/sub^0_1" [id=12, type=QuantizeLinear]; "13 Postprocessor/unstack__145" [id=13, type=Squeeze]; "14 Postprocessor/unstack__146" [id=14, type=Squeeze]; -"15 DequantizeLinear_Preprocessor/sub^0_1" [id=15, label="15 DequantizeLinear_Preprocessor/sub:0_1", type=DequantizeLinear]; -"16 QuantizeLinear_Postprocessor/unstack__145^0_1" [id=16, label="16 QuantizeLinear_Postprocessor/unstack__145:0_1", type=QuantizeLinear]; +"15 DequantizeLinear_Preprocessor/sub^0_1" [id=15, type=DequantizeLinear]; +"16 QuantizeLinear_Postprocessor/unstack__145^0_1" [id=16, type=QuantizeLinear]; "17 Cast__153" [id=17, type=Cast]; -"18 QuantizeLinear_Postprocessor/unstack__146^0_1" [id=18, label="18 QuantizeLinear_Postprocessor/unstack__146:0_1", type=QuantizeLinear]; +"18 QuantizeLinear_Postprocessor/unstack__146^0_1" [id=18, type=QuantizeLinear]; "19 Cast__148" [id=19, type=Cast]; "20 Conv__5257" [id=20, type=Conv]; -"21 DequantizeLinear_Postprocessor/unstack__145^0_1" [id=21, label="21 DequantizeLinear_Postprocessor/unstack__145:0_1", type=DequantizeLinear]; +"21 DequantizeLinear_Postprocessor/unstack__145^0_1" [id=21, type=DequantizeLinear]; "22 Mul__156" [id=22, type=Mul]; -"23 DequantizeLinear_Postprocessor/unstack__146^0_1" [id=23, label="23 DequantizeLinear_Postprocessor/unstack__146:0_1", type=DequantizeLinear]; +"23 DequantizeLinear_Postprocessor/unstack__146^0_1" [id=23, type=DequantizeLinear]; "24 Mul__151" [id=24, type=Mul]; "25 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6" [id=25, type=Clip]; "26 Postprocessor/div" [id=26, type=Mul]; "27 Postprocessor/zeros_like" [id=27, type=Cast]; "28 Postprocessor/div_1" [id=28, type=Mul]; "29 Postprocessor/zeros_like_1" [id=29, type=Cast]; -"30 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6^0_1" [id=30, label="30 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6:0_1", type=QuantizeLinear]; +"30 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6^0_1" [id=30, type=QuantizeLinear]; "31 Postprocessor/stack_1_Unsqueeze__456" [id=31, type=Unsqueeze]; "32 Postprocessor/stack_1_Unsqueeze__454" [id=32, type=Unsqueeze]; "33 Postprocessor/stack_1_Unsqueeze__457" [id=33, type=Unsqueeze]; "34 Postprocessor/stack_1_Unsqueeze__455" [id=34, type=Unsqueeze]; -"35 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6^0_1" [id=35, label="35 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6:0_1", type=DequantizeLinear]; +"35 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6^0_1" [id=35, type=DequantizeLinear]; "36 Postprocessor/stack_1_Concat__458" [id=36, type=Concat]; "37 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/depthwise" [id=37, type=Conv]; "38 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/BatchNorm/batchnorm/mul_1" [id=38, type=Mul]; "39 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/BatchNorm/batchnorm/add_1" [id=39, type=Add]; "40 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6" [id=40, type=Clip]; -"41 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6^0_1" [id=41, label="41 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6:0_1", type=QuantizeLinear]; -"42 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6^0_1" [id=42, label="42 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6:0_1", type=DequantizeLinear]; +"41 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DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6^0_1" [id=126, type=DequantizeLinear]; "127 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/depthwise" [id=127, type=Conv]; "128 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/BatchNorm/batchnorm/mul_1" [id=128, type=Mul]; "129 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/BatchNorm/batchnorm/add_1" [id=129, type=Add]; "130 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6" [id=130, type=Clip]; -"131 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6^0_1" [id=131, label="131 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6:0_1", type=QuantizeLinear]; -"132 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6^0_1" [id=132, label="132 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6:0_1", type=DequantizeLinear]; +"131 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6^0_1" [id=131, type=QuantizeLinear]; +"132 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6^0_1" [id=132, type=DequantizeLinear]; "133 Conv__5358" [id=133, type=Conv]; "134 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6" [id=134, type=Clip]; -"135 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6^0_1" [id=135, label="135 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6:0_1", type=QuantizeLinear]; -"136 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6^0_1" [id=136, label="136 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6:0_1", type=DequantizeLinear]; +"135 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6^0_1" [id=135, type=QuantizeLinear]; +"136 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6^0_1" [id=136, type=DequantizeLinear]; "137 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/depthwise" [id=137, type=Conv]; "138 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/BatchNorm/batchnorm/mul_1" [id=138, type=Mul]; "139 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/BatchNorm/batchnorm/add_1" [id=139, type=Add]; "140 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6" [id=140, type=Clip]; -"141 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6^0_1" [id=141, label="141 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6:0_1", type=QuantizeLinear]; -"142 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6^0_1" [id=142, label="142 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6:0_1", type=DequantizeLinear]; +"141 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6^0_1" [id=141, type=QuantizeLinear]; +"142 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6^0_1" [id=142, type=DequantizeLinear]; "143 Conv__5368" [id=143, type=Conv]; "144 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6" [id=144, type=Clip]; -"145 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_3" [id=145, label="145 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_3", type=QuantizeLinear]; -"146 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_2" [id=146, label="146 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_2", type=QuantizeLinear]; -"147 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_1" [id=147, label="147 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_1", type=QuantizeLinear]; +"145 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_3" [id=145, type=QuantizeLinear]; +"146 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_2" [id=146, type=QuantizeLinear]; +"147 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_1" [id=147, type=QuantizeLinear]; "148 Shape__5452" [id=148, type=Shape]; -"149 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_3" [id=149, label="149 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_3", type=DequantizeLinear]; -"150 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_2" [id=150, label="150 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_2", type=DequantizeLinear]; -"151 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_1" [id=151, label="151 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_1", type=DequantizeLinear]; +"149 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_3" [id=149, type=DequantizeLinear]; +"150 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_2" [id=150, type=DequantizeLinear]; +"151 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_1" [id=151, type=DequantizeLinear]; "152 Gather__5455" [id=152, type=Gather]; "153 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/depthwise" [id=153, type=Conv]; "154 BoxPredictor_0/ClassPredictor/BiasAdd" [id=154, type=Conv]; @@ -170,24 +170,24 @@ strict digraph { "168 concat" [id=168, type=Concat]; "169 BoxPredictor_0/Reshape__605" [id=169, type=Cast]; "170 BoxPredictor_0/Reshape_1__597" [id=170, type=Cast]; -"171 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6^0_1" [id=171, label="171 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6:0_1", type=QuantizeLinear]; +"171 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6^0_1" [id=171, type=QuantizeLinear]; "172 Postprocessor/convert_scores" [id=172, type=Sigmoid]; "173 Squeeze" [id=173, type=Squeeze]; -"174 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6^0_1" [id=174, label="174 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6:0_1", type=DequantizeLinear]; +"174 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6^0_1" [id=174, type=DequantizeLinear]; "175 Postprocessor/Slice" [id=175, type=Slice]; -"176 QuantizeLinear_Squeeze^0_1" [id=176, label="176 QuantizeLinear_Squeeze:0_1", type=QuantizeLinear]; +"176 QuantizeLinear_Squeeze^0_1" [id=176, type=QuantizeLinear]; "177 Postprocessor/Shape" [id=177, type=Shape]; "178 Conv__5386" [id=178, type=Conv]; -"179 DequantizeLinear_Squeeze^0_1" [id=179, label="179 DequantizeLinear_Squeeze:0_1", type=DequantizeLinear]; +"179 DequantizeLinear_Squeeze^0_1" [id=179, type=DequantizeLinear]; "180 Postprocessor/Shape__606" [id=180, type=Cast]; "181 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6" [id=181, type=Clip]; "182 Postprocessor/Reshape_1" [id=182, type=Reshape]; "183 Postprocessor/strided_slice" [id=183, type=Slice]; -"184 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6^0_1" [id=184, label="184 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6:0_1", type=QuantizeLinear]; +"184 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6^0_1" [id=184, type=QuantizeLinear]; "185 Postprocessor/Decode/transpose" [id=185, type=Transpose]; "186 Postprocessor/stack_Concat__614" [id=186, type=Concat]; "187 Postprocessor/Tile/multiples_Concat__618" [id=187, type=Concat]; -"188 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6^0_1" [id=188, label="188 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6:0_1", type=DequantizeLinear]; +"188 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6^0_1" [id=188, type=DequantizeLinear]; "189 Postprocessor/Decode/unstack" [id=189, type=Split]; "190 Postprocessor/Reshape_2__635" [id=190, type=Cast]; "191 Postprocessor/Tile__619" [id=191, type=Cast]; @@ -204,40 +204,40 @@ strict digraph { "202 Postprocessor/Decode/div_2" [id=202, type=Mul]; "203 Postprocessor/Decode/div_3" [id=203, type=Mul]; "204 Postprocessor/ExpandDims_1" [id=204, type=Unsqueeze]; -"205 QuantizeLinear_Postprocessor/Tile^0_1" [id=205, label="205 QuantizeLinear_Postprocessor/Tile:0_1", type=QuantizeLinear]; +"205 QuantizeLinear_Postprocessor/Tile^0_1" [id=205, type=QuantizeLinear]; "206 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/BatchNorm/batchnorm/add_1" [id=206, type=Add]; -"207 QuantizeLinear_Postprocessor/Decode/div^0_1" [id=207, label="207 QuantizeLinear_Postprocessor/Decode/div:0_1", type=QuantizeLinear]; -"208 QuantizeLinear_Postprocessor/Decode/div_1^0_1" [id=208, label="208 QuantizeLinear_Postprocessor/Decode/div_1:0_1", type=QuantizeLinear]; +"207 QuantizeLinear_Postprocessor/Decode/div^0_1" [id=207, type=QuantizeLinear]; +"208 QuantizeLinear_Postprocessor/Decode/div_1^0_1" [id=208, type=QuantizeLinear]; "209 Postprocessor/Decode/Exp_1" [id=209, type=Exp]; "210 Postprocessor/Decode/Exp" [id=210, type=Exp]; "211 Postprocessor/BatchMultiClassNonMaxSuppression/map/Shape" [id=211, type=Shape]; -"212 DequantizeLinear_Postprocessor/Tile^0_1" [id=212, label="212 DequantizeLinear_Postprocessor/Tile:0_1", type=DequantizeLinear]; +"212 DequantizeLinear_Postprocessor/Tile^0_1" [id=212, type=DequantizeLinear]; "213 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6" [id=213, type=Clip]; -"214 DequantizeLinear_Postprocessor/Decode/div^0_1" [id=214, label="214 DequantizeLinear_Postprocessor/Decode/div:0_1", type=DequantizeLinear]; -"215 DequantizeLinear_Postprocessor/Decode/div_1^0_1" [id=215, label="215 DequantizeLinear_Postprocessor/Decode/div_1:0_1", type=DequantizeLinear]; -"216 QuantizeLinear_Postprocessor/Decode/Exp_1^0_1" [id=216, label="216 QuantizeLinear_Postprocessor/Decode/Exp_1:0_1", type=QuantizeLinear]; -"217 QuantizeLinear_Postprocessor/Decode/Exp^0_1" [id=217, label="217 QuantizeLinear_Postprocessor/Decode/Exp:0_1", type=QuantizeLinear]; +"214 DequantizeLinear_Postprocessor/Decode/div^0_1" [id=214, type=DequantizeLinear]; +"215 DequantizeLinear_Postprocessor/Decode/div_1^0_1" [id=215, type=DequantizeLinear]; +"216 QuantizeLinear_Postprocessor/Decode/Exp_1^0_1" [id=216, type=QuantizeLinear]; +"217 QuantizeLinear_Postprocessor/Decode/Exp^0_1" [id=217, type=QuantizeLinear]; "218 Postprocessor/BatchMultiClassNonMaxSuppression/Shape__643" [id=218, type=Cast]; "219 Postprocessor/Reshape" [id=219, type=Reshape]; -"220 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6^0_1" [id=220, label="220 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6:0_1", type=QuantizeLinear]; +"220 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6^0_1" [id=220, type=QuantizeLinear]; "221 Postprocessor/Decode/mul_2" [id=221, type=Mul]; "222 Postprocessor/Decode/mul_3" [id=222, type=Mul]; -"223 DequantizeLinear_Postprocessor/Decode/Exp_1^0_1" [id=223, label="223 DequantizeLinear_Postprocessor/Decode/Exp_1:0_1", type=DequantizeLinear]; -"224 DequantizeLinear_Postprocessor/Decode/Exp^0_1" [id=224, label="224 DequantizeLinear_Postprocessor/Decode/Exp:0_1", type=DequantizeLinear]; +"223 DequantizeLinear_Postprocessor/Decode/Exp_1^0_1" [id=223, type=DequantizeLinear]; +"224 DequantizeLinear_Postprocessor/Decode/Exp^0_1" [id=224, type=DequantizeLinear]; "225 Postprocessor/BatchMultiClassNonMaxSuppression/map/strided_slice" [id=225, type=Slice]; "226 Postprocessor/Decode/get_center_coordinates_and_sizes/transpose" [id=226, type=Transpose]; -"227 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6^0_1" [id=227, label="227 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6:0_1", type=DequantizeLinear]; -"228 QuantizeLinear_Postprocessor/Decode/mul_2^0_1" [id=228, label="228 QuantizeLinear_Postprocessor/Decode/mul_2:0_1", type=QuantizeLinear]; -"229 QuantizeLinear_Postprocessor/Decode/mul_3^0_1" [id=229, label="229 QuantizeLinear_Postprocessor/Decode/mul_3:0_1", type=QuantizeLinear]; +"227 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6^0_1" [id=227, type=DequantizeLinear]; +"228 QuantizeLinear_Postprocessor/Decode/mul_2^0_1" [id=228, type=QuantizeLinear]; +"229 QuantizeLinear_Postprocessor/Decode/mul_3^0_1" [id=229, type=QuantizeLinear]; "230 Postprocessor/Decode/mul_1" [id=230, type=Mul]; "231 Postprocessor/Decode/mul" [id=231, type=Mul]; "232 Postprocessor/BatchMultiClassNonMaxSuppression/map/strided_slice__640" [id=232, type=Squeeze]; "233 Postprocessor/Decode/get_center_coordinates_and_sizes/unstack" [id=233, type=Split]; "234 Conv__5396" [id=234, type=Conv]; -"235 DequantizeLinear_Postprocessor/Decode/mul_2^0_1" [id=235, label="235 DequantizeLinear_Postprocessor/Decode/mul_2:0_1", type=DequantizeLinear]; -"236 DequantizeLinear_Postprocessor/Decode/mul_3^0_1" [id=236, label="236 DequantizeLinear_Postprocessor/Decode/mul_3:0_1", type=DequantizeLinear]; -"237 QuantizeLinear_Postprocessor/Decode/mul_1^0_1" [id=237, label="237 QuantizeLinear_Postprocessor/Decode/mul_1:0_1", type=QuantizeLinear]; -"238 QuantizeLinear_Postprocessor/Decode/mul^0_1" [id=238, label="238 QuantizeLinear_Postprocessor/Decode/mul:0_1", type=QuantizeLinear]; +"235 DequantizeLinear_Postprocessor/Decode/mul_2^0_1" [id=235, type=DequantizeLinear]; +"236 DequantizeLinear_Postprocessor/Decode/mul_3^0_1" [id=236, type=DequantizeLinear]; +"237 QuantizeLinear_Postprocessor/Decode/mul_1^0_1" [id=237, type=QuantizeLinear]; +"238 QuantizeLinear_Postprocessor/Decode/mul^0_1" [id=238, type=QuantizeLinear]; "239 copy__43/Postprocessor/BatchMultiClassNonMaxSuppression/map/while/Less__642" [id=239, type=Cast]; "240 Postprocessor/BatchMultiClassNonMaxSuppression/ones/shape" [id=240, type=Unsqueeze]; "241 Postprocessor/Decode/get_center_coordinates_and_sizes/unstack__621" [id=241, type=Squeeze]; @@ -247,43 +247,43 @@ strict digraph { "245 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6" [id=245, type=Clip]; "246 Postprocessor/Decode/add" [id=246, type=Add]; "247 Postprocessor/Decode/add_1" [id=247, type=Add]; -"248 DequantizeLinear_Postprocessor/Decode/mul_1^0_1" [id=248, label="248 DequantizeLinear_Postprocessor/Decode/mul_1:0_1", type=DequantizeLinear]; -"249 DequantizeLinear_Postprocessor/Decode/mul^0_1" [id=249, label="249 DequantizeLinear_Postprocessor/Decode/mul:0_1", type=DequantizeLinear]; +"248 DequantizeLinear_Postprocessor/Decode/mul_1^0_1" [id=248, type=DequantizeLinear]; +"249 DequantizeLinear_Postprocessor/Decode/mul^0_1" [id=249, type=DequantizeLinear]; "250 copy__43/Postprocessor/BatchMultiClassNonMaxSuppression/map/while/Less" [id=250, type=Less]; "251 Postprocessor/BatchMultiClassNonMaxSuppression/ones__648" [id=251, type=Cast]; "252 Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1" [id=252, type=Sub]; "253 Postprocessor/Decode/get_center_coordinates_and_sizes/add" [id=253, type=Add]; "254 Postprocessor/Decode/get_center_coordinates_and_sizes/sub" [id=254, type=Sub]; "255 Postprocessor/Decode/get_center_coordinates_and_sizes/add_1" [id=255, type=Add]; -"256 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_3" [id=256, label="256 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_3", type=QuantizeLinear]; -"257 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_2" [id=257, label="257 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_2", type=QuantizeLinear]; -"258 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_1" [id=258, label="258 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_1", type=QuantizeLinear]; +"256 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_3" [id=256, type=QuantizeLinear]; +"257 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_2" [id=257, type=QuantizeLinear]; +"258 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_1" [id=258, type=QuantizeLinear]; "259 Shape__5456" [id=259, type=Shape]; -"260 QuantizeLinear_Postprocessor/Decode/add^0_1" [id=260, label="260 QuantizeLinear_Postprocessor/Decode/add:0_1", type=QuantizeLinear]; -"261 QuantizeLinear_Postprocessor/Decode/add_1^0_1" [id=261, label="261 QuantizeLinear_Postprocessor/Decode/add_1:0_1", type=QuantizeLinear]; +"260 QuantizeLinear_Postprocessor/Decode/add^0_1" [id=260, type=QuantizeLinear]; +"261 QuantizeLinear_Postprocessor/Decode/add_1^0_1" [id=261, type=QuantizeLinear]; "262 Postprocessor/Decode/div_6" [id=262, type=Mul]; "263 Postprocessor/Decode/div_7" [id=263, type=Mul]; "264 generic_loop_Loop__74" [id=264, type=Loop]; "265 Postprocessor/BatchMultiClassNonMaxSuppression/ones" [id=265, type=Expand]; -"266 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1^0_1" [id=266, label="266 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1:0_1", type=QuantizeLinear]; -"267 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add^0_1" [id=267, label="267 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add:0_1", type=QuantizeLinear]; -"268 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub^0_1" [id=268, label="268 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub:0_1", type=QuantizeLinear]; -"269 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1^0_1" [id=269, label="269 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1:0_1", type=QuantizeLinear]; -"270 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_3" [id=270, label="270 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_3", type=DequantizeLinear]; -"271 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_2" [id=271, label="271 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_2", type=DequantizeLinear]; -"272 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_1" [id=272, label="272 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_1", type=DequantizeLinear]; +"266 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1^0_1" [id=266, type=QuantizeLinear]; +"267 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add^0_1" [id=267, type=QuantizeLinear]; +"268 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub^0_1" [id=268, type=QuantizeLinear]; +"269 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1^0_1" [id=269, type=QuantizeLinear]; +"270 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_3" [id=270, type=DequantizeLinear]; +"271 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_2" [id=271, type=DequantizeLinear]; +"272 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_1" [id=272, type=DequantizeLinear]; "273 Gather__5459" [id=273, type=Gather]; -"274 DequantizeLinear_Postprocessor/Decode/add^0_1" [id=274, label="274 DequantizeLinear_Postprocessor/Decode/add:0_1", type=DequantizeLinear]; -"275 DequantizeLinear_Postprocessor/Decode/add_1^0_1" [id=275, label="275 DequantizeLinear_Postprocessor/Decode/add_1:0_1", type=DequantizeLinear]; -"276 QuantizeLinear_Postprocessor/Decode/div_6^0_1" [id=276, label="276 QuantizeLinear_Postprocessor/Decode/div_6:0_1", type=QuantizeLinear]; -"277 QuantizeLinear_Postprocessor/Decode/div_7^0_1" [id=277, label="277 QuantizeLinear_Postprocessor/Decode/div_7:0_1", type=QuantizeLinear]; +"274 DequantizeLinear_Postprocessor/Decode/add^0_1" [id=274, type=DequantizeLinear]; +"275 DequantizeLinear_Postprocessor/Decode/add_1^0_1" [id=275, type=DequantizeLinear]; +"276 QuantizeLinear_Postprocessor/Decode/div_6^0_1" [id=276, type=QuantizeLinear]; +"277 QuantizeLinear_Postprocessor/Decode/div_7^0_1" [id=277, type=QuantizeLinear]; "278 add" [id=278, type=Add]; "279 Postprocessor/ToFloat_3" [id=279, type=Cast]; "280 Postprocessor/BatchMultiClassNonMaxSuppression/mul" [id=280, type=Mul]; -"281 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1^0_1" [id=281, label="281 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1:0_1", type=DequantizeLinear]; -"282 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add^0_1" [id=282, label="282 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add:0_1", type=DequantizeLinear]; -"283 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub^0_1" [id=283, label="283 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub:0_1", type=DequantizeLinear]; -"284 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1^0_1" [id=284, label="284 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1:0_1", type=DequantizeLinear]; +"281 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1^0_1" [id=281, type=DequantizeLinear]; +"282 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add^0_1" [id=282, type=DequantizeLinear]; +"283 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub^0_1" [id=283, type=DequantizeLinear]; +"284 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1^0_1" [id=284, type=DequantizeLinear]; "285 Conv__5406" [id=285, type=Conv]; "286 BoxPredictor_1/ClassPredictor/BiasAdd" [id=286, type=Conv]; "287 BoxPredictor_1/BoxEncodingPredictor/BiasAdd" [id=287, type=Conv]; @@ -292,8 +292,8 @@ strict digraph { "290 Postprocessor/Decode/add_2" [id=290, type=Add]; "291 Postprocessor/Decode/sub_1" [id=291, type=Sub]; "292 Postprocessor/Decode/add_3" [id=292, type=Add]; -"293 DequantizeLinear_Postprocessor/Decode/div_6^0_1" [id=293, label="293 DequantizeLinear_Postprocessor/Decode/div_6:0_1", type=DequantizeLinear]; -"294 DequantizeLinear_Postprocessor/Decode/div_7^0_1" [id=294, label="294 DequantizeLinear_Postprocessor/Decode/div_7:0_1", type=DequantizeLinear]; +"293 DequantizeLinear_Postprocessor/Decode/div_6^0_1" [id=293, type=DequantizeLinear]; +"294 DequantizeLinear_Postprocessor/Decode/div_7^0_1" [id=294, type=DequantizeLinear]; "295 Postprocessor/Decode/get_center_coordinates_and_sizes/div" [id=295, type=Mul]; "296 Postprocessor/Decode/get_center_coordinates_and_sizes/div_1" [id=296, type=Mul]; "297 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6" [id=297, type=Clip]; @@ -304,29 +304,29 @@ strict digraph { "302 Postprocessor/Decode/stack_Unsqueeze__632" [id=302, type=Unsqueeze]; "303 Postprocessor/Decode/stack_Unsqueeze__631" [id=303, type=Unsqueeze]; "304 Postprocessor/Decode/stack_Unsqueeze__633" [id=304, type=Unsqueeze]; -"305 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div^0_1" [id=305, label="305 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div:0_1", type=QuantizeLinear]; -"306 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1^0_1" [id=306, label="306 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1:0_1", type=QuantizeLinear]; -"307 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6^0_1" [id=307, label="307 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6:0_1", type=QuantizeLinear]; +"305 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div^0_1" [id=305, type=QuantizeLinear]; +"306 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1^0_1" [id=306, type=QuantizeLinear]; +"307 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6^0_1" [id=307, type=QuantizeLinear]; "308 BoxPredictor_1/Reshape_1" [id=308, type=Reshape]; "309 BoxPredictor_1/Reshape" [id=309, type=Reshape]; "310 BoxPredictor_1/stack_Concat__568" [id=310, type=Concat]; "311 BoxPredictor_1/stack_1_Concat__563" [id=311, type=Concat]; "312 Postprocessor/Decode/stack_Concat__634" [id=312, type=Concat]; -"313 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div^0_1" [id=313, label="313 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div:0_1", type=DequantizeLinear]; -"314 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1^0_1" [id=314, label="314 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1:0_1", type=DequantizeLinear]; -"315 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6^0_1" [id=315, label="315 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6:0_1", type=DequantizeLinear]; +"313 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div^0_1" [id=313, type=DequantizeLinear]; +"314 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1^0_1" [id=314, type=DequantizeLinear]; +"315 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6^0_1" [id=315, type=DequantizeLinear]; "316 BoxPredictor_1/Reshape__578" [id=316, type=Cast]; "317 BoxPredictor_1/Reshape_1__573" [id=317, type=Cast]; "318 Postprocessor/Decode/transpose_1" [id=318, type=Transpose]; "319 Conv__5408" [id=319, type=Conv]; "320 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6" [id=320, type=Clip]; -"321 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_3" [id=321, label="321 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_3", type=QuantizeLinear]; -"322 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_2" [id=322, label="322 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_2", type=QuantizeLinear]; -"323 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_1" [id=323, label="323 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_1", type=QuantizeLinear]; +"321 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_3" [id=321, type=QuantizeLinear]; +"322 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_2" [id=322, type=QuantizeLinear]; +"323 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_1" [id=323, type=QuantizeLinear]; "324 Shape__5460" [id=324, type=Shape]; -"325 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_3" [id=325, label="325 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_3", type=DequantizeLinear]; -"326 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_2" [id=326, label="326 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_2", type=DequantizeLinear]; -"327 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_1" [id=327, label="327 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_1", type=DequantizeLinear]; +"325 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_3" [id=325, type=DequantizeLinear]; +"326 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_2" [id=326, type=DequantizeLinear]; +"327 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_1" [id=327, type=DequantizeLinear]; "328 Gather__5463" [id=328, type=Gather]; "329 Conv__5418" [id=329, type=Conv]; "330 BoxPredictor_2/ClassPredictor/BiasAdd" [id=330, type=Conv]; @@ -336,23 +336,23 @@ strict digraph { "334 BoxPredictor_2/ClassPredictor/BiasAdd__547" [id=334, type=Transpose]; "335 BoxPredictor_2/BoxEncodingPredictor/BiasAdd__552" [id=335, type=Transpose]; "336 BoxPredictor_2/strided_slice" [id=336, type=Slice]; -"337 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6^0_1" [id=337, label="337 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6:0_1", type=QuantizeLinear]; +"337 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6^0_1" [id=337, type=QuantizeLinear]; "338 BoxPredictor_2/Reshape_1" [id=338, type=Reshape]; "339 BoxPredictor_2/Reshape" [id=339, type=Reshape]; "340 BoxPredictor_2/stack_Concat__544" [id=340, type=Concat]; "341 BoxPredictor_2/stack_1_Concat__539" [id=341, type=Concat]; -"342 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6^0_1" [id=342, label="342 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6:0_1", type=DequantizeLinear]; +"342 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6^0_1" [id=342, type=DequantizeLinear]; "343 BoxPredictor_2/Reshape__554" [id=343, type=Cast]; "344 BoxPredictor_2/Reshape_1__549" [id=344, type=Cast]; "345 Conv__5420" [id=345, type=Conv]; "346 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6" [id=346, type=Clip]; -"347 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_3" [id=347, label="347 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_3", type=QuantizeLinear]; -"348 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_2" [id=348, label="348 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_2", type=QuantizeLinear]; -"349 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_1" [id=349, label="349 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_1", type=QuantizeLinear]; +"347 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_3" [id=347, type=QuantizeLinear]; +"348 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_2" [id=348, type=QuantizeLinear]; +"349 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_1" [id=349, type=QuantizeLinear]; "350 Shape__5464" [id=350, type=Shape]; -"351 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_3" [id=351, label="351 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_3", type=DequantizeLinear]; -"352 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_2" [id=352, label="352 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_2", type=DequantizeLinear]; -"353 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_1" [id=353, label="353 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_1", type=DequantizeLinear]; +"351 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_3" [id=351, type=DequantizeLinear]; +"352 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_2" [id=352, type=DequantizeLinear]; +"353 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_1" [id=353, type=DequantizeLinear]; "354 Gather__5467" [id=354, type=Gather]; "355 Conv__5430" [id=355, type=Conv]; "356 BoxPredictor_3/ClassPredictor/BiasAdd" [id=356, type=Conv]; @@ -362,23 +362,23 @@ strict digraph { "360 BoxPredictor_3/ClassPredictor/BiasAdd__523" [id=360, type=Transpose]; "361 BoxPredictor_3/BoxEncodingPredictor/BiasAdd__528" [id=361, type=Transpose]; "362 BoxPredictor_3/strided_slice" [id=362, type=Slice]; -"363 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6^0_1" [id=363, label="363 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6:0_1", type=QuantizeLinear]; +"363 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6^0_1" [id=363, type=QuantizeLinear]; "364 BoxPredictor_3/Reshape_1" [id=364, type=Reshape]; "365 BoxPredictor_3/Reshape" [id=365, type=Reshape]; "366 BoxPredictor_3/stack_Concat__520" [id=366, type=Concat]; "367 BoxPredictor_3/stack_1_Concat__515" [id=367, type=Concat]; -"368 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6^0_1" [id=368, label="368 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6:0_1", type=DequantizeLinear]; +"368 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6^0_1" [id=368, type=DequantizeLinear]; "369 BoxPredictor_3/Reshape__530" [id=369, type=Cast]; "370 BoxPredictor_3/Reshape_1__525" [id=370, type=Cast]; "371 Conv__5432" [id=371, type=Conv]; "372 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6" [id=372, type=Clip]; -"373 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_3" [id=373, label="373 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_3", type=QuantizeLinear]; -"374 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_2" [id=374, label="374 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_2", type=QuantizeLinear]; -"375 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_1" [id=375, label="375 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_1", type=QuantizeLinear]; +"373 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_3" [id=373, type=QuantizeLinear]; +"374 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_2" [id=374, type=QuantizeLinear]; +"375 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_1" [id=375, type=QuantizeLinear]; "376 Shape__5468" [id=376, type=Shape]; -"377 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_3" [id=377, label="377 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_3", type=DequantizeLinear]; -"378 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_2" [id=378, label="378 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_2", type=DequantizeLinear]; -"379 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_1" [id=379, label="379 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_1", type=DequantizeLinear]; +"377 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_3" [id=377, type=DequantizeLinear]; +"378 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_2" [id=378, type=DequantizeLinear]; +"379 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_1" [id=379, type=DequantizeLinear]; "380 Gather__5471" [id=380, type=Gather]; "381 Conv__5442" [id=381, type=Conv]; "382 BoxPredictor_4/ClassPredictor/BiasAdd" [id=382, type=Conv]; @@ -388,21 +388,21 @@ strict digraph { "386 BoxPredictor_4/ClassPredictor/BiasAdd__499" [id=386, type=Transpose]; "387 BoxPredictor_4/BoxEncodingPredictor/BiasAdd__504" [id=387, type=Transpose]; "388 BoxPredictor_4/strided_slice" [id=388, type=Slice]; -"389 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6^0_1" [id=389, label="389 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6:0_1", type=QuantizeLinear]; +"389 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6^0_1" [id=389, type=QuantizeLinear]; "390 BoxPredictor_4/Reshape_1" [id=390, type=Reshape]; "391 BoxPredictor_4/Reshape" [id=391, type=Reshape]; "392 BoxPredictor_4/stack_Concat__496" [id=392, type=Concat]; "393 BoxPredictor_4/stack_1_Concat__491" [id=393, type=Concat]; -"394 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6^0_1" [id=394, label="394 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6:0_1", type=DequantizeLinear]; +"394 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6^0_1" [id=394, type=DequantizeLinear]; "395 BoxPredictor_4/Reshape__506" [id=395, type=Cast]; "396 BoxPredictor_4/Reshape_1__501" [id=396, type=Cast]; "397 Conv__5444" [id=397, type=Conv]; "398 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6" [id=398, type=Clip]; -"399 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_2" [id=399, label="399 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6:0_2", type=QuantizeLinear]; -"400 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_1" [id=400, label="400 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6:0_1", type=QuantizeLinear]; +"399 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_2" [id=399, type=QuantizeLinear]; +"400 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_1" [id=400, type=QuantizeLinear]; "401 Shape__5472" [id=401, type=Shape]; -"402 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_2" [id=402, label="402 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6:0_2", type=DequantizeLinear]; -"403 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_1" [id=403, label="403 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6:0_1", type=DequantizeLinear]; +"402 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_2" [id=402, type=DequantizeLinear]; +"403 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_1" [id=403, type=DequantizeLinear]; "404 Gather__5475" [id=404, type=Gather]; "405 BoxPredictor_5/ClassPredictor/BiasAdd" [id=405, type=Conv]; "406 BoxPredictor_5/BoxEncodingPredictor/BiasAdd" [id=406, type=Conv]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot index 26c6d038178..5879d283819 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot @@ -82,9 +82,9 @@ strict digraph { "80 conv2d_17/BiasAdd" [id=80, type=Transpose]; "81 Transpose_1763" [id=81, type=Add]; "82 up_sampling2d/mul" [id=82, type=Multiply]; -"83 conv2d_17/BiasAdd^0" [id=83, label="83 conv2d_17/BiasAdd:0", type=Result]; +"83 conv2d_17/BiasAdd^0" [id=83, type=Result]; "84 conv2d_20/BiasAdd" [id=84, type=Transpose]; -"85 conv2d_20/BiasAdd^0" [id=85, label="85 conv2d_20/BiasAdd:0", type=Result]; +"85 conv2d_20/BiasAdd^0" [id=85, type=Result]; "86 Constant_1762" [id=86, type=Constant]; "87 Transpose_1761" [id=87, type=Constant]; "88 Transpose_705" [id=88, type=Constant]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot index 91280c60741..9dadfc02217 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot @@ -103,9 +103,9 @@ strict digraph { "101 Transpose_1763" [id=101, type=Add]; "102 up_sampling2d/mul" [id=102, type=Multiply]; "103 Transpose_1725" [id=103, type=Transpose]; -"104 conv2d_17/BiasAdd^0" [id=104, label="104 conv2d_17/BiasAdd:0", type=Result]; +"104 conv2d_17/BiasAdd^0" [id=104, type=Result]; "105 conv2d_20/BiasAdd" [id=105, type=Transpose]; -"106 conv2d_20/BiasAdd^0" [id=106, label="106 conv2d_20/BiasAdd:0", type=Result]; +"106 conv2d_20/BiasAdd^0" [id=106, type=Result]; "107 Constant_1762" [id=107, type=Constant]; "108 Transpose_1761" [id=108, type=Constant]; "109 Convolution_706/fq_weights_1" [id=109, type=FakeQuantize]; diff --git a/tests/openvino/native/data/2023.2/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot b/tests/openvino/native/data/2023.2/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot index 64e4b4fe423..efa4ab2e0ba 100644 --- a/tests/openvino/native/data/2023.2/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot +++ b/tests/openvino/native/data/2023.2/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot @@ -83,9 +83,9 @@ strict digraph { "81 conv2d_17/BiasAdd" [id=81, type=Transpose]; "82 Transpose_1766" [id=82, type=Add]; "83 up_sampling2d/mul" [id=83, type=Multiply]; -"84 conv2d_17/BiasAdd^0" [id=84, label="84 conv2d_17/BiasAdd:0", type=Result]; +"84 conv2d_17/BiasAdd^0" [id=84, type=Result]; "85 conv2d_20/BiasAdd" [id=85, type=Transpose]; -"86 conv2d_20/BiasAdd^0" [id=86, label="86 conv2d_20/BiasAdd:0", type=Result]; +"86 conv2d_20/BiasAdd^0" [id=86, type=Result]; "87 Constant_1765" [id=87, type=Constant]; "88 Transpose_1764" [id=88, type=Constant]; "89 Transpose_705" [id=89, type=Constant]; diff --git a/tests/openvino/native/data/2023.2/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot b/tests/openvino/native/data/2023.2/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot index 073e63c11e0..74f14c1e028 100644 --- a/tests/openvino/native/data/2023.2/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot +++ b/tests/openvino/native/data/2023.2/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot @@ -104,9 +104,9 @@ strict digraph { "102 Transpose_1766" [id=102, type=Add]; "103 up_sampling2d/mul" [id=103, type=Multiply]; "104 Transpose_1728" [id=104, type=Transpose]; -"105 conv2d_17/BiasAdd^0" [id=105, label="105 conv2d_17/BiasAdd:0", type=Result]; +"105 conv2d_17/BiasAdd^0" [id=105, type=Result]; "106 conv2d_20/BiasAdd" [id=106, type=Transpose]; -"107 conv2d_20/BiasAdd^0" [id=107, label="107 conv2d_20/BiasAdd:0", type=Result]; +"107 conv2d_20/BiasAdd^0" [id=107, type=Result]; "108 Constant_1765" [id=108, type=Constant]; "109 Transpose_1764" [id=109, type=Constant]; "110 Convolution_706/fq_weights_1" [id=110, type=FakeQuantize]; From 58ec01b4cdc9391050db3b3ae89f94def94fbd41 Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Wed, 8 Nov 2023 18:16:08 +0100 Subject: [PATCH 08/13] Another attempt --- nncf/common/utils/dot_file_rw.py | 67 ++++++++++++++++--- .../reference_graphs/dot_rw_reference.dot | 6 +- 2 files changed, 60 insertions(+), 13 deletions(-) diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index 02a6403af5d..2e4bc3167ea 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.py @@ -11,6 +11,8 @@ import copy import pathlib from collections import defaultdict +from enum import IntEnum +from typing import Dict import networkx as nx @@ -41,6 +43,42 @@ def read_dot_graph(path: pathlib.Path) -> nx.DiGraph: loaded = nx.DiGraph(nx.nx_pydot.read_dot(str(path))) return relabel_graph_for_dot_visualization(loaded, from_reference=True) +class _Direction(IntEnum): + TO_DOT = 0 + FROM_DOT = 0 + + +RESERVED_CHAR = ':' +REPLACEMENT_CHAR = '^' + +def _maybe_escape_colons_in_attrs(data: Dict): + for attr_name in data: + attr_val = 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): + 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] = [attr_name][1:-1] + + +def _remove_cosmetic_labels(graph: nx.DiGraph): + for node_name, node_data in graph.nodes(data=True): + if "label" in node_data: + label = node_data["label"] + if node_name == label or '"' + node_name + '"' == label: + del node_data["label"] + + +def _add_cosmetic_labels(graph: nx.DiGraph, relabeled_node_mapping: Dict[str, str]): + for original_name, dot_name in relabeled_node_mapping.items(): + node_data = graph.nodes[dot_name] + if "label" not in node_data: + node_data["label"] = '"' + original_name + '"' + def relabel_graph_for_dot_visualization(nx_graph: nx.Graph, from_reference: bool = False) -> nx.DiGraph: """ @@ -57,12 +95,12 @@ def relabel_graph_for_dot_visualization(nx_graph: nx.Graph, from_reference: bool # .dot format reserves ':' character in node names if not from_reference: # dumping to disk - __CHARACTER_REPLACE_FROM = ":" - __CHARACTER_REPLACE_TO = "^" + __CHARACTER_REPLACE_FROM = RESERVED_CHAR + __CHARACTER_REPLACE_TO = REPLACEMENT_CHAR else: # loading from disk - __CHARACTER_REPLACE_FROM = "^" - __CHARACTER_REPLACE_TO = ":" + __CHARACTER_REPLACE_FROM = REPLACEMENT_CHAR + __CHARACTER_REPLACE_TO = RESERVED_CHAR hits = defaultdict(lambda: 0) mapping = {} @@ -75,11 +113,20 @@ def relabel_graph_for_dot_visualization(nx_graph: nx.Graph, from_reference: bool mapping[original_name] = dot_name relabeled_graph = nx.relabel_nodes(nx_graph, mapping) - for _, node_data in relabeled_graph.nodes(data=True): - if "label" in node_data: - node_data["label"] = node_data["label"].replace(__CHARACTER_REPLACE_FROM, __CHARACTER_REPLACE_TO) - for _, _, edge_data in relabeled_graph.edges(data=True): - if "label" in edge_data: - edge_data["label"] = edge_data["label"].replace(__CHARACTER_REPLACE_FROM, __CHARACTER_REPLACE_TO) + if not from_reference: + # dumping to disk + _add_cosmetic_labels(relabeled_graph, mapping) + for _, node_data in relabeled_graph.nodes(data=True): + _maybe_escape_colons_in_attrs(node_data) + for _, _, edge_data in relabeled_graph.edges(data=True): + _maybe_escape_colons_in_attrs(edge_data) + else: + # loading from disk + _remove_cosmetic_labels(relabeled_graph) + for _, node_data in relabeled_graph.nodes(data=True): + _unescape_colons_in_attrs_with_colons(node_data) + for _, _, edge_data in relabeled_graph.edges(data=True): + _unescape_colons_in_attrs_with_colons(edge_data) + return relabeled_graph diff --git a/tests/common/data/reference_graphs/dot_rw_reference.dot b/tests/common/data/reference_graphs/dot_rw_reference.dot index 15a11f7272f..eee3817e7ac 100644 --- a/tests/common/data/reference_graphs/dot_rw_reference.dot +++ b/tests/common/data/reference_graphs/dot_rw_reference.dot @@ -1,5 +1,5 @@ strict digraph { -"Node^^A" [label="^baz"]; -"Node^^B" [label="qux^"]; -"Node^^A" -> "Node^^B" [label="foo^bar"]; +"Node^^A" [label=":baz"]; +"Node^^B" [label="qux:"]; +"Node^^A" -> "Node^^B" [label="foo:bar"]; } From 99ac79e5b85cfacf4d5e4fd8f0dd2c08f5ddf01c Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Thu, 9 Nov 2023 17:03:32 +0100 Subject: [PATCH 09/13] Better labeling --- nncf/common/utils/dot_file_rw.py | 2 +- tests/common/data/reference_graphs/dot_rw_reference.dot | 4 ++++ tests/common/graph/test_dot_file_rw.py | 7 ++++++- 3 files changed, 11 insertions(+), 2 deletions(-) diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index 2e4bc3167ea..5d56fecba1a 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.py @@ -62,7 +62,7 @@ def _unescape_colons_in_attrs_with_colons(data: Dict): 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] = [attr_name][1:-1] + data[attr_name] = data[attr_name][1:-1] def _remove_cosmetic_labels(graph: nx.DiGraph): diff --git a/tests/common/data/reference_graphs/dot_rw_reference.dot b/tests/common/data/reference_graphs/dot_rw_reference.dot index eee3817e7ac..90ce0a6b826 100644 --- a/tests/common/data/reference_graphs/dot_rw_reference.dot +++ b/tests/common/data/reference_graphs/dot_rw_reference.dot @@ -1,5 +1,9 @@ strict digraph { "Node^^A" [label=":baz"]; "Node^^B" [label="qux:"]; +"Node^^C" [label="Node::C"]; +D; +E [label=no_label]; +F [label="has^label"]; "Node^^A" -> "Node^^B" [label="foo:bar"]; } diff --git a/tests/common/graph/test_dot_file_rw.py b/tests/common/graph/test_dot_file_rw.py index bae9bbed211..75b965b88b5 100644 --- a/tests/common/graph/test_dot_file_rw.py +++ b/tests/common/graph/test_dot_file_rw.py @@ -26,7 +26,12 @@ def ref_graph() -> nx.DiGraph: graph = nx.DiGraph() graph.add_node("Node::A", label=":baz") graph.add_node("Node::B", label="qux:") - graph.add_edge("Node::A", "Node::B", label="foo:bar") + graph.add_node("Node::C") + graph.add_node("D") + graph.add_node("E", label="no_label") + graph.add_node("F", label="has^label") + graph.add_node("F", label="has^label") + graph.add_edge("Node::A", "Node::B", label="foo:bar"), return graph From 14d3bb6dd12c43e246d4f732b67e494abff7346d Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Thu, 9 Nov 2023 17:04:30 +0100 Subject: [PATCH 10/13] Revert "Adjust labels" This reverts commit 78df48a4d74afbd0238d35911acbcbe844c11145. --- .../quantization/densenet121.dot | 236 +++++------ .../quantization/googlenet.dot | 228 +++++------ .../quantization/inception_v3.dot | 376 +++++++++--------- .../quantization/mnasnet0_5.dot | 208 +++++----- .../quantization/mobilenet_v2.dot | 208 +++++----- .../quantization/mobilenet_v3_small.dot | 136 +++---- .../quantization/resnet18.dot | 80 ++-- .../quantization/resnet50_cpu_spr.dot | 160 ++++---- .../quantization/shufflenet_v2_x1_0.dot | 224 +++++------ .../googlenet-v3-pytorch.dot | 186 ++++----- .../mobilenet-v2-pytorch.dot | 68 ++-- .../original_nncf_graph/resnet-18-pytorch.dot | 38 +- .../mobilenet-v2-pytorch_performance.dot | 68 ++-- .../resnet-18-pytorch_performance.dot | 38 +- .../resnet-50-pytorch_performance_CPU_SPR.dot | 104 ++--- ...h4-window7-224_performance_transformer.dot | 30 +- .../swin-tiny-patch4-window7-224_sq.dot | 30 +- 17 files changed, 1209 insertions(+), 1209 deletions(-) diff --git a/tests/onnx/data/reference_graphs/quantization/densenet121.dot b/tests/onnx/data/reference_graphs/quantization/densenet121.dot index 0a51e23b5f7..462ce2a5d67 100644 --- a/tests/onnx/data/reference_graphs/quantization/densenet121.dot +++ b/tests/onnx/data/reference_graphs/quantization/densenet121.dot @@ -1,8 +1,8 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_1166_1" [id=2, type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_1166_1" [id=3, type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_1166_1" [id=2, label="2 QuantizeLinear_onnx::Conv_1166_1", type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_1166_1" [id=3, label="3 DequantizeLinear_onnx::Conv_1166_1", type=DequantizeLinear]; "4 /features/conv0/Conv" [id=4, type=Conv]; "5 /features/relu0/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/features/relu0/Relu_output_0_1" [id=6, type=QuantizeLinear]; @@ -13,8 +13,8 @@ strict digraph { "11 /features/denseblock1/denselayer1/relu1/Relu" [id=11, type=Relu]; "12 QuantizeLinear_/features/denseblock1/denselayer1/relu1/Relu_output_0_1" [id=12, type=QuantizeLinear]; "13 DequantizeLinear_/features/denseblock1/denselayer1/relu1/Relu_output_0_1" [id=13, type=DequantizeLinear]; -"14 QuantizeLinear_onnx^^Conv_1169_1" [id=14, type=QuantizeLinear]; -"15 DequantizeLinear_onnx^^Conv_1169_1" [id=15, type=DequantizeLinear]; +"14 QuantizeLinear_onnx^^Conv_1169_1" [id=14, label="14 QuantizeLinear_onnx::Conv_1169_1", type=QuantizeLinear]; +"15 DequantizeLinear_onnx^^Conv_1169_1" [id=15, label="15 DequantizeLinear_onnx::Conv_1169_1", type=DequantizeLinear]; "16 /features/denseblock1/denselayer1/conv1/Conv" [id=16, type=Conv]; "17 /features/denseblock1/denselayer1/relu2/Relu" [id=17, type=Relu]; "18 QuantizeLinear_/features/denseblock1/denselayer1/relu2/Relu_output_0_1" [id=18, type=QuantizeLinear]; @@ -29,8 +29,8 @@ strict digraph { "27 /features/denseblock1/denselayer2/relu1/Relu" [id=27, type=Relu]; "28 QuantizeLinear_/features/denseblock1/denselayer2/relu1/Relu_output_0_1" [id=28, type=QuantizeLinear]; "29 DequantizeLinear_/features/denseblock1/denselayer2/relu1/Relu_output_0_1" [id=29, type=DequantizeLinear]; -"30 QuantizeLinear_onnx^^Conv_1172_1" [id=30, type=QuantizeLinear]; -"31 DequantizeLinear_onnx^^Conv_1172_1" [id=31, type=DequantizeLinear]; +"30 QuantizeLinear_onnx^^Conv_1172_1" [id=30, label="30 QuantizeLinear_onnx::Conv_1172_1", type=QuantizeLinear]; +"31 DequantizeLinear_onnx^^Conv_1172_1" [id=31, label="31 DequantizeLinear_onnx::Conv_1172_1", type=DequantizeLinear]; "32 /features/denseblock1/denselayer2/conv1/Conv" [id=32, type=Conv]; "33 /features/denseblock1/denselayer2/relu2/Relu" [id=33, type=Relu]; "34 QuantizeLinear_/features/denseblock1/denselayer2/relu2/Relu_output_0_1" [id=34, type=QuantizeLinear]; @@ -45,8 +45,8 @@ strict digraph { "43 /features/denseblock1/denselayer3/relu1/Relu" [id=43, type=Relu]; "44 QuantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" [id=44, type=QuantizeLinear]; "45 DequantizeLinear_/features/denseblock1/denselayer3/relu1/Relu_output_0_1" [id=45, type=DequantizeLinear]; -"46 QuantizeLinear_onnx^^Conv_1175_1" [id=46, type=QuantizeLinear]; -"47 DequantizeLinear_onnx^^Conv_1175_1" [id=47, type=DequantizeLinear]; +"46 QuantizeLinear_onnx^^Conv_1175_1" [id=46, label="46 QuantizeLinear_onnx::Conv_1175_1", type=QuantizeLinear]; +"47 DequantizeLinear_onnx^^Conv_1175_1" [id=47, label="47 DequantizeLinear_onnx::Conv_1175_1", type=DequantizeLinear]; "48 /features/denseblock1/denselayer3/conv1/Conv" [id=48, type=Conv]; "49 /features/denseblock1/denselayer3/relu2/Relu" [id=49, type=Relu]; "50 QuantizeLinear_/features/denseblock1/denselayer3/relu2/Relu_output_0_1" [id=50, type=QuantizeLinear]; @@ -61,8 +61,8 @@ strict digraph { "59 /features/denseblock1/denselayer4/relu1/Relu" [id=59, type=Relu]; "60 QuantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" [id=60, type=QuantizeLinear]; "61 DequantizeLinear_/features/denseblock1/denselayer4/relu1/Relu_output_0_1" [id=61, type=DequantizeLinear]; -"62 QuantizeLinear_onnx^^Conv_1178_1" [id=62, type=QuantizeLinear]; -"63 DequantizeLinear_onnx^^Conv_1178_1" [id=63, type=DequantizeLinear]; +"62 QuantizeLinear_onnx^^Conv_1178_1" [id=62, label="62 QuantizeLinear_onnx::Conv_1178_1", type=QuantizeLinear]; +"63 DequantizeLinear_onnx^^Conv_1178_1" [id=63, label="63 DequantizeLinear_onnx::Conv_1178_1", type=DequantizeLinear]; "64 /features/denseblock1/denselayer4/conv1/Conv" [id=64, type=Conv]; "65 /features/denseblock1/denselayer4/relu2/Relu" [id=65, type=Relu]; "66 QuantizeLinear_/features/denseblock1/denselayer4/relu2/Relu_output_0_1" [id=66, type=QuantizeLinear]; @@ -77,8 +77,8 @@ strict digraph { "75 /features/denseblock1/denselayer5/relu1/Relu" [id=75, type=Relu]; "76 QuantizeLinear_/features/denseblock1/denselayer5/relu1/Relu_output_0_1" [id=76, type=QuantizeLinear]; "77 DequantizeLinear_/features/denseblock1/denselayer5/relu1/Relu_output_0_1" [id=77, type=DequantizeLinear]; -"78 QuantizeLinear_onnx^^Conv_1181_1" [id=78, type=QuantizeLinear]; -"79 DequantizeLinear_onnx^^Conv_1181_1" [id=79, type=DequantizeLinear]; +"78 QuantizeLinear_onnx^^Conv_1181_1" [id=78, label="78 QuantizeLinear_onnx::Conv_1181_1", type=QuantizeLinear]; +"79 DequantizeLinear_onnx^^Conv_1181_1" [id=79, label="79 DequantizeLinear_onnx::Conv_1181_1", type=DequantizeLinear]; "80 /features/denseblock1/denselayer5/conv1/Conv" [id=80, type=Conv]; "81 /features/denseblock1/denselayer5/relu2/Relu" [id=81, type=Relu]; "82 QuantizeLinear_/features/denseblock1/denselayer5/relu2/Relu_output_0_1" [id=82, type=QuantizeLinear]; @@ -93,8 +93,8 @@ strict digraph { "91 /features/denseblock1/denselayer6/relu1/Relu" [id=91, type=Relu]; "92 QuantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" [id=92, type=QuantizeLinear]; "93 DequantizeLinear_/features/denseblock1/denselayer6/relu1/Relu_output_0_1" [id=93, type=DequantizeLinear]; -"94 QuantizeLinear_onnx^^Conv_1184_1" [id=94, type=QuantizeLinear]; -"95 DequantizeLinear_onnx^^Conv_1184_1" [id=95, type=DequantizeLinear]; +"94 QuantizeLinear_onnx^^Conv_1184_1" [id=94, label="94 QuantizeLinear_onnx::Conv_1184_1", type=QuantizeLinear]; +"95 DequantizeLinear_onnx^^Conv_1184_1" [id=95, label="95 DequantizeLinear_onnx::Conv_1184_1", type=DequantizeLinear]; "96 /features/denseblock1/denselayer6/conv1/Conv" [id=96, type=Conv]; "97 /features/denseblock1/denselayer6/relu2/Relu" [id=97, type=Relu]; "98 QuantizeLinear_/features/denseblock1/denselayer6/relu2/Relu_output_0_1" [id=98, type=QuantizeLinear]; @@ -124,8 +124,8 @@ strict digraph { "122 /features/denseblock2/denselayer1/relu1/Relu" [id=122, type=Relu]; "123 QuantizeLinear_/features/denseblock2/denselayer1/relu1/Relu_output_0_1" [id=123, type=QuantizeLinear]; "124 DequantizeLinear_/features/denseblock2/denselayer1/relu1/Relu_output_0_1" [id=124, type=DequantizeLinear]; -"125 QuantizeLinear_onnx^^Conv_1187_1" [id=125, type=QuantizeLinear]; -"126 DequantizeLinear_onnx^^Conv_1187_1" [id=126, type=DequantizeLinear]; +"125 QuantizeLinear_onnx^^Conv_1187_1" [id=125, label="125 QuantizeLinear_onnx::Conv_1187_1", type=QuantizeLinear]; +"126 DequantizeLinear_onnx^^Conv_1187_1" [id=126, label="126 DequantizeLinear_onnx::Conv_1187_1", type=DequantizeLinear]; "127 /features/denseblock2/denselayer1/conv1/Conv" [id=127, type=Conv]; "128 /features/denseblock2/denselayer1/relu2/Relu" [id=128, type=Relu]; "129 QuantizeLinear_/features/denseblock2/denselayer1/relu2/Relu_output_0_1" [id=129, type=QuantizeLinear]; @@ -140,8 +140,8 @@ strict digraph { "138 /features/denseblock2/denselayer2/relu1/Relu" [id=138, type=Relu]; "139 QuantizeLinear_/features/denseblock2/denselayer2/relu1/Relu_output_0_1" [id=139, type=QuantizeLinear]; "140 DequantizeLinear_/features/denseblock2/denselayer2/relu1/Relu_output_0_1" [id=140, type=DequantizeLinear]; -"141 QuantizeLinear_onnx^^Conv_1190_1" [id=141, type=QuantizeLinear]; -"142 DequantizeLinear_onnx^^Conv_1190_1" [id=142, type=DequantizeLinear]; +"141 QuantizeLinear_onnx^^Conv_1190_1" [id=141, label="141 QuantizeLinear_onnx::Conv_1190_1", type=QuantizeLinear]; +"142 DequantizeLinear_onnx^^Conv_1190_1" [id=142, label="142 DequantizeLinear_onnx::Conv_1190_1", type=DequantizeLinear]; "143 /features/denseblock2/denselayer2/conv1/Conv" [id=143, type=Conv]; "144 /features/denseblock2/denselayer2/relu2/Relu" [id=144, type=Relu]; "145 QuantizeLinear_/features/denseblock2/denselayer2/relu2/Relu_output_0_1" [id=145, type=QuantizeLinear]; @@ -156,8 +156,8 @@ strict digraph { "154 /features/denseblock2/denselayer3/relu1/Relu" [id=154, type=Relu]; "155 QuantizeLinear_/features/denseblock2/denselayer3/relu1/Relu_output_0_1" [id=155, type=QuantizeLinear]; "156 DequantizeLinear_/features/denseblock2/denselayer3/relu1/Relu_output_0_1" [id=156, type=DequantizeLinear]; -"157 QuantizeLinear_onnx^^Conv_1193_1" [id=157, type=QuantizeLinear]; -"158 DequantizeLinear_onnx^^Conv_1193_1" [id=158, type=DequantizeLinear]; +"157 QuantizeLinear_onnx^^Conv_1193_1" [id=157, label="157 QuantizeLinear_onnx::Conv_1193_1", type=QuantizeLinear]; +"158 DequantizeLinear_onnx^^Conv_1193_1" [id=158, label="158 DequantizeLinear_onnx::Conv_1193_1", type=DequantizeLinear]; "159 /features/denseblock2/denselayer3/conv1/Conv" [id=159, type=Conv]; "160 /features/denseblock2/denselayer3/relu2/Relu" [id=160, type=Relu]; "161 QuantizeLinear_/features/denseblock2/denselayer3/relu2/Relu_output_0_1" [id=161, type=QuantizeLinear]; @@ -172,8 +172,8 @@ strict digraph { "170 /features/denseblock2/denselayer4/relu1/Relu" [id=170, type=Relu]; "171 QuantizeLinear_/features/denseblock2/denselayer4/relu1/Relu_output_0_1" [id=171, type=QuantizeLinear]; "172 DequantizeLinear_/features/denseblock2/denselayer4/relu1/Relu_output_0_1" [id=172, type=DequantizeLinear]; -"173 QuantizeLinear_onnx^^Conv_1196_1" [id=173, type=QuantizeLinear]; -"174 DequantizeLinear_onnx^^Conv_1196_1" [id=174, type=DequantizeLinear]; +"173 QuantizeLinear_onnx^^Conv_1196_1" [id=173, label="173 QuantizeLinear_onnx::Conv_1196_1", type=QuantizeLinear]; +"174 DequantizeLinear_onnx^^Conv_1196_1" [id=174, label="174 DequantizeLinear_onnx::Conv_1196_1", type=DequantizeLinear]; "175 /features/denseblock2/denselayer4/conv1/Conv" [id=175, type=Conv]; "176 /features/denseblock2/denselayer4/relu2/Relu" [id=176, type=Relu]; "177 QuantizeLinear_/features/denseblock2/denselayer4/relu2/Relu_output_0_1" [id=177, type=QuantizeLinear]; @@ -188,8 +188,8 @@ strict digraph { "186 /features/denseblock2/denselayer5/relu1/Relu" [id=186, type=Relu]; "187 QuantizeLinear_/features/denseblock2/denselayer5/relu1/Relu_output_0_1" [id=187, type=QuantizeLinear]; "188 DequantizeLinear_/features/denseblock2/denselayer5/relu1/Relu_output_0_1" [id=188, type=DequantizeLinear]; -"189 QuantizeLinear_onnx^^Conv_1199_1" [id=189, type=QuantizeLinear]; -"190 DequantizeLinear_onnx^^Conv_1199_1" [id=190, type=DequantizeLinear]; +"189 QuantizeLinear_onnx^^Conv_1199_1" [id=189, label="189 QuantizeLinear_onnx::Conv_1199_1", type=QuantizeLinear]; +"190 DequantizeLinear_onnx^^Conv_1199_1" [id=190, label="190 DequantizeLinear_onnx::Conv_1199_1", type=DequantizeLinear]; "191 /features/denseblock2/denselayer5/conv1/Conv" [id=191, type=Conv]; "192 /features/denseblock2/denselayer5/relu2/Relu" [id=192, type=Relu]; "193 QuantizeLinear_/features/denseblock2/denselayer5/relu2/Relu_output_0_1" [id=193, type=QuantizeLinear]; @@ -204,8 +204,8 @@ strict digraph { "202 /features/denseblock2/denselayer6/relu1/Relu" [id=202, type=Relu]; "203 QuantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" [id=203, type=QuantizeLinear]; "204 DequantizeLinear_/features/denseblock2/denselayer6/relu1/Relu_output_0_1" [id=204, type=DequantizeLinear]; -"205 QuantizeLinear_onnx^^Conv_1202_1" [id=205, type=QuantizeLinear]; -"206 DequantizeLinear_onnx^^Conv_1202_1" [id=206, type=DequantizeLinear]; +"205 QuantizeLinear_onnx^^Conv_1202_1" [id=205, label="205 QuantizeLinear_onnx::Conv_1202_1", type=QuantizeLinear]; +"206 DequantizeLinear_onnx^^Conv_1202_1" [id=206, label="206 DequantizeLinear_onnx::Conv_1202_1", type=DequantizeLinear]; "207 /features/denseblock2/denselayer6/conv1/Conv" [id=207, type=Conv]; "208 /features/denseblock2/denselayer6/relu2/Relu" [id=208, type=Relu]; "209 QuantizeLinear_/features/denseblock2/denselayer6/relu2/Relu_output_0_1" [id=209, type=QuantizeLinear]; @@ -220,8 +220,8 @@ strict digraph { "218 /features/denseblock2/denselayer7/relu1/Relu" [id=218, type=Relu]; "219 QuantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" [id=219, type=QuantizeLinear]; "220 DequantizeLinear_/features/denseblock2/denselayer7/relu1/Relu_output_0_1" [id=220, type=DequantizeLinear]; -"221 QuantizeLinear_onnx^^Conv_1205_1" [id=221, type=QuantizeLinear]; -"222 DequantizeLinear_onnx^^Conv_1205_1" [id=222, type=DequantizeLinear]; +"221 QuantizeLinear_onnx^^Conv_1205_1" [id=221, label="221 QuantizeLinear_onnx::Conv_1205_1", type=QuantizeLinear]; +"222 DequantizeLinear_onnx^^Conv_1205_1" [id=222, label="222 DequantizeLinear_onnx::Conv_1205_1", type=DequantizeLinear]; "223 /features/denseblock2/denselayer7/conv1/Conv" [id=223, type=Conv]; "224 /features/denseblock2/denselayer7/relu2/Relu" [id=224, type=Relu]; "225 QuantizeLinear_/features/denseblock2/denselayer7/relu2/Relu_output_0_1" [id=225, type=QuantizeLinear]; @@ -236,8 +236,8 @@ strict digraph { "234 /features/denseblock2/denselayer8/relu1/Relu" [id=234, type=Relu]; "235 QuantizeLinear_/features/denseblock2/denselayer8/relu1/Relu_output_0_1" [id=235, type=QuantizeLinear]; "236 DequantizeLinear_/features/denseblock2/denselayer8/relu1/Relu_output_0_1" [id=236, type=DequantizeLinear]; -"237 QuantizeLinear_onnx^^Conv_1208_1" [id=237, type=QuantizeLinear]; -"238 DequantizeLinear_onnx^^Conv_1208_1" [id=238, type=DequantizeLinear]; +"237 QuantizeLinear_onnx^^Conv_1208_1" [id=237, label="237 QuantizeLinear_onnx::Conv_1208_1", type=QuantizeLinear]; +"238 DequantizeLinear_onnx^^Conv_1208_1" [id=238, label="238 DequantizeLinear_onnx::Conv_1208_1", type=DequantizeLinear]; "239 /features/denseblock2/denselayer8/conv1/Conv" [id=239, type=Conv]; "240 /features/denseblock2/denselayer8/relu2/Relu" [id=240, type=Relu]; "241 QuantizeLinear_/features/denseblock2/denselayer8/relu2/Relu_output_0_1" [id=241, type=QuantizeLinear]; @@ -252,8 +252,8 @@ strict digraph { "250 /features/denseblock2/denselayer9/relu1/Relu" [id=250, type=Relu]; "251 QuantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" [id=251, type=QuantizeLinear]; "252 DequantizeLinear_/features/denseblock2/denselayer9/relu1/Relu_output_0_1" [id=252, type=DequantizeLinear]; -"253 QuantizeLinear_onnx^^Conv_1211_1" [id=253, type=QuantizeLinear]; -"254 DequantizeLinear_onnx^^Conv_1211_1" [id=254, type=DequantizeLinear]; +"253 QuantizeLinear_onnx^^Conv_1211_1" [id=253, label="253 QuantizeLinear_onnx::Conv_1211_1", type=QuantizeLinear]; +"254 DequantizeLinear_onnx^^Conv_1211_1" [id=254, label="254 DequantizeLinear_onnx::Conv_1211_1", type=DequantizeLinear]; "255 /features/denseblock2/denselayer9/conv1/Conv" [id=255, type=Conv]; "256 /features/denseblock2/denselayer9/relu2/Relu" [id=256, type=Relu]; "257 QuantizeLinear_/features/denseblock2/denselayer9/relu2/Relu_output_0_1" [id=257, type=QuantizeLinear]; @@ -268,8 +268,8 @@ strict digraph { "266 /features/denseblock2/denselayer10/relu1/Relu" [id=266, type=Relu]; "267 QuantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" [id=267, type=QuantizeLinear]; "268 DequantizeLinear_/features/denseblock2/denselayer10/relu1/Relu_output_0_1" [id=268, type=DequantizeLinear]; -"269 QuantizeLinear_onnx^^Conv_1214_1" [id=269, type=QuantizeLinear]; -"270 DequantizeLinear_onnx^^Conv_1214_1" [id=270, type=DequantizeLinear]; +"269 QuantizeLinear_onnx^^Conv_1214_1" [id=269, label="269 QuantizeLinear_onnx::Conv_1214_1", type=QuantizeLinear]; +"270 DequantizeLinear_onnx^^Conv_1214_1" [id=270, label="270 DequantizeLinear_onnx::Conv_1214_1", type=DequantizeLinear]; "271 /features/denseblock2/denselayer10/conv1/Conv" [id=271, type=Conv]; "272 /features/denseblock2/denselayer10/relu2/Relu" [id=272, type=Relu]; "273 QuantizeLinear_/features/denseblock2/denselayer10/relu2/Relu_output_0_1" [id=273, type=QuantizeLinear]; @@ -284,8 +284,8 @@ strict digraph { "282 /features/denseblock2/denselayer11/relu1/Relu" [id=282, type=Relu]; "283 QuantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" [id=283, type=QuantizeLinear]; "284 DequantizeLinear_/features/denseblock2/denselayer11/relu1/Relu_output_0_1" [id=284, type=DequantizeLinear]; -"285 QuantizeLinear_onnx^^Conv_1217_1" [id=285, type=QuantizeLinear]; -"286 DequantizeLinear_onnx^^Conv_1217_1" [id=286, type=DequantizeLinear]; +"285 QuantizeLinear_onnx^^Conv_1217_1" [id=285, label="285 QuantizeLinear_onnx::Conv_1217_1", type=QuantizeLinear]; +"286 DequantizeLinear_onnx^^Conv_1217_1" [id=286, label="286 DequantizeLinear_onnx::Conv_1217_1", type=DequantizeLinear]; "287 /features/denseblock2/denselayer11/conv1/Conv" [id=287, type=Conv]; "288 /features/denseblock2/denselayer11/relu2/Relu" [id=288, type=Relu]; "289 QuantizeLinear_/features/denseblock2/denselayer11/relu2/Relu_output_0_1" [id=289, type=QuantizeLinear]; @@ -300,8 +300,8 @@ strict digraph { "298 /features/denseblock2/denselayer12/relu1/Relu" [id=298, type=Relu]; "299 QuantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" [id=299, type=QuantizeLinear]; "300 DequantizeLinear_/features/denseblock2/denselayer12/relu1/Relu_output_0_1" [id=300, type=DequantizeLinear]; -"301 QuantizeLinear_onnx^^Conv_1220_1" [id=301, type=QuantizeLinear]; -"302 DequantizeLinear_onnx^^Conv_1220_1" [id=302, type=DequantizeLinear]; +"301 QuantizeLinear_onnx^^Conv_1220_1" [id=301, label="301 QuantizeLinear_onnx::Conv_1220_1", type=QuantizeLinear]; +"302 DequantizeLinear_onnx^^Conv_1220_1" [id=302, label="302 DequantizeLinear_onnx::Conv_1220_1", type=DequantizeLinear]; "303 /features/denseblock2/denselayer12/conv1/Conv" [id=303, type=Conv]; "304 /features/denseblock2/denselayer12/relu2/Relu" [id=304, type=Relu]; "305 QuantizeLinear_/features/denseblock2/denselayer12/relu2/Relu_output_0_1" [id=305, type=QuantizeLinear]; @@ -331,8 +331,8 @@ strict digraph { "329 /features/denseblock3/denselayer1/relu1/Relu" [id=329, type=Relu]; "330 QuantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" [id=330, type=QuantizeLinear]; "331 DequantizeLinear_/features/denseblock3/denselayer1/relu1/Relu_output_0_1" [id=331, type=DequantizeLinear]; -"332 QuantizeLinear_onnx^^Conv_1223_1" [id=332, type=QuantizeLinear]; -"333 DequantizeLinear_onnx^^Conv_1223_1" [id=333, type=DequantizeLinear]; +"332 QuantizeLinear_onnx^^Conv_1223_1" [id=332, label="332 QuantizeLinear_onnx::Conv_1223_1", type=QuantizeLinear]; +"333 DequantizeLinear_onnx^^Conv_1223_1" [id=333, label="333 DequantizeLinear_onnx::Conv_1223_1", type=DequantizeLinear]; "334 /features/denseblock3/denselayer1/conv1/Conv" [id=334, type=Conv]; "335 /features/denseblock3/denselayer1/relu2/Relu" [id=335, type=Relu]; "336 QuantizeLinear_/features/denseblock3/denselayer1/relu2/Relu_output_0_1" [id=336, type=QuantizeLinear]; @@ -347,8 +347,8 @@ strict digraph { "345 /features/denseblock3/denselayer2/relu1/Relu" [id=345, type=Relu]; "346 QuantizeLinear_/features/denseblock3/denselayer2/relu1/Relu_output_0_1" [id=346, type=QuantizeLinear]; "347 DequantizeLinear_/features/denseblock3/denselayer2/relu1/Relu_output_0_1" [id=347, type=DequantizeLinear]; -"348 QuantizeLinear_onnx^^Conv_1226_1" [id=348, type=QuantizeLinear]; -"349 DequantizeLinear_onnx^^Conv_1226_1" [id=349, type=DequantizeLinear]; +"348 QuantizeLinear_onnx^^Conv_1226_1" [id=348, label="348 QuantizeLinear_onnx::Conv_1226_1", type=QuantizeLinear]; +"349 DequantizeLinear_onnx^^Conv_1226_1" [id=349, label="349 DequantizeLinear_onnx::Conv_1226_1", type=DequantizeLinear]; "350 /features/denseblock3/denselayer2/conv1/Conv" [id=350, type=Conv]; "351 /features/denseblock3/denselayer2/relu2/Relu" [id=351, type=Relu]; "352 QuantizeLinear_/features/denseblock3/denselayer2/relu2/Relu_output_0_1" [id=352, type=QuantizeLinear]; @@ -363,8 +363,8 @@ strict digraph { "361 /features/denseblock3/denselayer3/relu1/Relu" [id=361, type=Relu]; "362 QuantizeLinear_/features/denseblock3/denselayer3/relu1/Relu_output_0_1" [id=362, type=QuantizeLinear]; "363 DequantizeLinear_/features/denseblock3/denselayer3/relu1/Relu_output_0_1" [id=363, type=DequantizeLinear]; -"364 QuantizeLinear_onnx^^Conv_1229_1" [id=364, type=QuantizeLinear]; -"365 DequantizeLinear_onnx^^Conv_1229_1" [id=365, type=DequantizeLinear]; +"364 QuantizeLinear_onnx^^Conv_1229_1" [id=364, label="364 QuantizeLinear_onnx::Conv_1229_1", type=QuantizeLinear]; +"365 DequantizeLinear_onnx^^Conv_1229_1" [id=365, label="365 DequantizeLinear_onnx::Conv_1229_1", type=DequantizeLinear]; "366 /features/denseblock3/denselayer3/conv1/Conv" [id=366, type=Conv]; "367 /features/denseblock3/denselayer3/relu2/Relu" [id=367, type=Relu]; "368 QuantizeLinear_/features/denseblock3/denselayer3/relu2/Relu_output_0_1" [id=368, type=QuantizeLinear]; @@ -379,8 +379,8 @@ strict digraph { "377 /features/denseblock3/denselayer4/relu1/Relu" [id=377, type=Relu]; "378 QuantizeLinear_/features/denseblock3/denselayer4/relu1/Relu_output_0_1" [id=378, type=QuantizeLinear]; "379 DequantizeLinear_/features/denseblock3/denselayer4/relu1/Relu_output_0_1" [id=379, type=DequantizeLinear]; -"380 QuantizeLinear_onnx^^Conv_1232_1" [id=380, type=QuantizeLinear]; -"381 DequantizeLinear_onnx^^Conv_1232_1" [id=381, type=DequantizeLinear]; +"380 QuantizeLinear_onnx^^Conv_1232_1" [id=380, label="380 QuantizeLinear_onnx::Conv_1232_1", type=QuantizeLinear]; +"381 DequantizeLinear_onnx^^Conv_1232_1" [id=381, label="381 DequantizeLinear_onnx::Conv_1232_1", type=DequantizeLinear]; "382 /features/denseblock3/denselayer4/conv1/Conv" [id=382, type=Conv]; "383 /features/denseblock3/denselayer4/relu2/Relu" [id=383, type=Relu]; "384 QuantizeLinear_/features/denseblock3/denselayer4/relu2/Relu_output_0_1" [id=384, type=QuantizeLinear]; @@ -395,8 +395,8 @@ strict digraph { "393 /features/denseblock3/denselayer5/relu1/Relu" [id=393, type=Relu]; "394 QuantizeLinear_/features/denseblock3/denselayer5/relu1/Relu_output_0_1" [id=394, type=QuantizeLinear]; "395 DequantizeLinear_/features/denseblock3/denselayer5/relu1/Relu_output_0_1" [id=395, type=DequantizeLinear]; -"396 QuantizeLinear_onnx^^Conv_1235_1" [id=396, type=QuantizeLinear]; -"397 DequantizeLinear_onnx^^Conv_1235_1" [id=397, type=DequantizeLinear]; +"396 QuantizeLinear_onnx^^Conv_1235_1" [id=396, label="396 QuantizeLinear_onnx::Conv_1235_1", type=QuantizeLinear]; +"397 DequantizeLinear_onnx^^Conv_1235_1" [id=397, label="397 DequantizeLinear_onnx::Conv_1235_1", type=DequantizeLinear]; "398 /features/denseblock3/denselayer5/conv1/Conv" [id=398, type=Conv]; "399 /features/denseblock3/denselayer5/relu2/Relu" [id=399, type=Relu]; "400 QuantizeLinear_/features/denseblock3/denselayer5/relu2/Relu_output_0_1" [id=400, type=QuantizeLinear]; @@ -411,8 +411,8 @@ strict digraph { "409 /features/denseblock3/denselayer6/relu1/Relu" [id=409, type=Relu]; "410 QuantizeLinear_/features/denseblock3/denselayer6/relu1/Relu_output_0_1" [id=410, type=QuantizeLinear]; "411 DequantizeLinear_/features/denseblock3/denselayer6/relu1/Relu_output_0_1" [id=411, type=DequantizeLinear]; -"412 QuantizeLinear_onnx^^Conv_1238_1" [id=412, type=QuantizeLinear]; -"413 DequantizeLinear_onnx^^Conv_1238_1" [id=413, type=DequantizeLinear]; +"412 QuantizeLinear_onnx^^Conv_1238_1" [id=412, label="412 QuantizeLinear_onnx::Conv_1238_1", type=QuantizeLinear]; +"413 DequantizeLinear_onnx^^Conv_1238_1" [id=413, label="413 DequantizeLinear_onnx::Conv_1238_1", type=DequantizeLinear]; "414 /features/denseblock3/denselayer6/conv1/Conv" [id=414, type=Conv]; "415 /features/denseblock3/denselayer6/relu2/Relu" [id=415, type=Relu]; "416 QuantizeLinear_/features/denseblock3/denselayer6/relu2/Relu_output_0_1" [id=416, type=QuantizeLinear]; @@ -427,8 +427,8 @@ strict digraph { "425 /features/denseblock3/denselayer7/relu1/Relu" [id=425, type=Relu]; "426 QuantizeLinear_/features/denseblock3/denselayer7/relu1/Relu_output_0_1" [id=426, type=QuantizeLinear]; "427 DequantizeLinear_/features/denseblock3/denselayer7/relu1/Relu_output_0_1" [id=427, type=DequantizeLinear]; -"428 QuantizeLinear_onnx^^Conv_1241_1" [id=428, type=QuantizeLinear]; -"429 DequantizeLinear_onnx^^Conv_1241_1" [id=429, type=DequantizeLinear]; +"428 QuantizeLinear_onnx^^Conv_1241_1" [id=428, label="428 QuantizeLinear_onnx::Conv_1241_1", type=QuantizeLinear]; +"429 DequantizeLinear_onnx^^Conv_1241_1" [id=429, label="429 DequantizeLinear_onnx::Conv_1241_1", type=DequantizeLinear]; "430 /features/denseblock3/denselayer7/conv1/Conv" [id=430, type=Conv]; "431 /features/denseblock3/denselayer7/relu2/Relu" [id=431, type=Relu]; "432 QuantizeLinear_/features/denseblock3/denselayer7/relu2/Relu_output_0_1" [id=432, type=QuantizeLinear]; @@ -443,8 +443,8 @@ strict digraph { "441 /features/denseblock3/denselayer8/relu1/Relu" [id=441, type=Relu]; "442 QuantizeLinear_/features/denseblock3/denselayer8/relu1/Relu_output_0_1" [id=442, type=QuantizeLinear]; "443 DequantizeLinear_/features/denseblock3/denselayer8/relu1/Relu_output_0_1" [id=443, type=DequantizeLinear]; -"444 QuantizeLinear_onnx^^Conv_1244_1" [id=444, type=QuantizeLinear]; -"445 DequantizeLinear_onnx^^Conv_1244_1" [id=445, type=DequantizeLinear]; +"444 QuantizeLinear_onnx^^Conv_1244_1" [id=444, label="444 QuantizeLinear_onnx::Conv_1244_1", type=QuantizeLinear]; +"445 DequantizeLinear_onnx^^Conv_1244_1" [id=445, label="445 DequantizeLinear_onnx::Conv_1244_1", type=DequantizeLinear]; "446 /features/denseblock3/denselayer8/conv1/Conv" [id=446, type=Conv]; "447 /features/denseblock3/denselayer8/relu2/Relu" [id=447, type=Relu]; "448 QuantizeLinear_/features/denseblock3/denselayer8/relu2/Relu_output_0_1" [id=448, type=QuantizeLinear]; @@ -459,8 +459,8 @@ strict digraph { "457 /features/denseblock3/denselayer9/relu1/Relu" [id=457, type=Relu]; "458 QuantizeLinear_/features/denseblock3/denselayer9/relu1/Relu_output_0_1" [id=458, type=QuantizeLinear]; "459 DequantizeLinear_/features/denseblock3/denselayer9/relu1/Relu_output_0_1" [id=459, type=DequantizeLinear]; -"460 QuantizeLinear_onnx^^Conv_1247_1" [id=460, type=QuantizeLinear]; -"461 DequantizeLinear_onnx^^Conv_1247_1" [id=461, type=DequantizeLinear]; +"460 QuantizeLinear_onnx^^Conv_1247_1" [id=460, label="460 QuantizeLinear_onnx::Conv_1247_1", type=QuantizeLinear]; +"461 DequantizeLinear_onnx^^Conv_1247_1" [id=461, label="461 DequantizeLinear_onnx::Conv_1247_1", type=DequantizeLinear]; "462 /features/denseblock3/denselayer9/conv1/Conv" [id=462, type=Conv]; "463 /features/denseblock3/denselayer9/relu2/Relu" [id=463, type=Relu]; "464 QuantizeLinear_/features/denseblock3/denselayer9/relu2/Relu_output_0_1" [id=464, type=QuantizeLinear]; @@ -475,8 +475,8 @@ strict digraph { "473 /features/denseblock3/denselayer10/relu1/Relu" [id=473, type=Relu]; "474 QuantizeLinear_/features/denseblock3/denselayer10/relu1/Relu_output_0_1" [id=474, type=QuantizeLinear]; "475 DequantizeLinear_/features/denseblock3/denselayer10/relu1/Relu_output_0_1" [id=475, type=DequantizeLinear]; -"476 QuantizeLinear_onnx^^Conv_1250_1" [id=476, type=QuantizeLinear]; -"477 DequantizeLinear_onnx^^Conv_1250_1" [id=477, type=DequantizeLinear]; +"476 QuantizeLinear_onnx^^Conv_1250_1" [id=476, label="476 QuantizeLinear_onnx::Conv_1250_1", type=QuantizeLinear]; +"477 DequantizeLinear_onnx^^Conv_1250_1" [id=477, label="477 DequantizeLinear_onnx::Conv_1250_1", type=DequantizeLinear]; "478 /features/denseblock3/denselayer10/conv1/Conv" [id=478, type=Conv]; "479 /features/denseblock3/denselayer10/relu2/Relu" [id=479, type=Relu]; "480 QuantizeLinear_/features/denseblock3/denselayer10/relu2/Relu_output_0_1" [id=480, type=QuantizeLinear]; @@ -491,8 +491,8 @@ strict digraph { "489 /features/denseblock3/denselayer11/relu1/Relu" [id=489, type=Relu]; "490 QuantizeLinear_/features/denseblock3/denselayer11/relu1/Relu_output_0_1" [id=490, type=QuantizeLinear]; "491 DequantizeLinear_/features/denseblock3/denselayer11/relu1/Relu_output_0_1" [id=491, type=DequantizeLinear]; -"492 QuantizeLinear_onnx^^Conv_1253_1" [id=492, type=QuantizeLinear]; -"493 DequantizeLinear_onnx^^Conv_1253_1" [id=493, type=DequantizeLinear]; +"492 QuantizeLinear_onnx^^Conv_1253_1" [id=492, label="492 QuantizeLinear_onnx::Conv_1253_1", type=QuantizeLinear]; +"493 DequantizeLinear_onnx^^Conv_1253_1" [id=493, label="493 DequantizeLinear_onnx::Conv_1253_1", type=DequantizeLinear]; "494 /features/denseblock3/denselayer11/conv1/Conv" [id=494, type=Conv]; "495 /features/denseblock3/denselayer11/relu2/Relu" [id=495, type=Relu]; "496 QuantizeLinear_/features/denseblock3/denselayer11/relu2/Relu_output_0_1" [id=496, type=QuantizeLinear]; @@ -507,8 +507,8 @@ strict digraph { "505 /features/denseblock3/denselayer12/relu1/Relu" [id=505, type=Relu]; "506 QuantizeLinear_/features/denseblock3/denselayer12/relu1/Relu_output_0_1" [id=506, type=QuantizeLinear]; "507 DequantizeLinear_/features/denseblock3/denselayer12/relu1/Relu_output_0_1" [id=507, type=DequantizeLinear]; -"508 QuantizeLinear_onnx^^Conv_1256_1" [id=508, type=QuantizeLinear]; -"509 DequantizeLinear_onnx^^Conv_1256_1" [id=509, type=DequantizeLinear]; +"508 QuantizeLinear_onnx^^Conv_1256_1" [id=508, label="508 QuantizeLinear_onnx::Conv_1256_1", type=QuantizeLinear]; +"509 DequantizeLinear_onnx^^Conv_1256_1" [id=509, label="509 DequantizeLinear_onnx::Conv_1256_1", type=DequantizeLinear]; "510 /features/denseblock3/denselayer12/conv1/Conv" [id=510, type=Conv]; "511 /features/denseblock3/denselayer12/relu2/Relu" [id=511, type=Relu]; "512 QuantizeLinear_/features/denseblock3/denselayer12/relu2/Relu_output_0_1" [id=512, type=QuantizeLinear]; @@ -523,8 +523,8 @@ strict digraph { "521 /features/denseblock3/denselayer13/relu1/Relu" [id=521, type=Relu]; "522 QuantizeLinear_/features/denseblock3/denselayer13/relu1/Relu_output_0_1" [id=522, type=QuantizeLinear]; "523 DequantizeLinear_/features/denseblock3/denselayer13/relu1/Relu_output_0_1" [id=523, type=DequantizeLinear]; -"524 QuantizeLinear_onnx^^Conv_1259_1" [id=524, type=QuantizeLinear]; -"525 DequantizeLinear_onnx^^Conv_1259_1" [id=525, type=DequantizeLinear]; +"524 QuantizeLinear_onnx^^Conv_1259_1" [id=524, label="524 QuantizeLinear_onnx::Conv_1259_1", type=QuantizeLinear]; +"525 DequantizeLinear_onnx^^Conv_1259_1" [id=525, label="525 DequantizeLinear_onnx::Conv_1259_1", type=DequantizeLinear]; "526 /features/denseblock3/denselayer13/conv1/Conv" [id=526, type=Conv]; "527 /features/denseblock3/denselayer13/relu2/Relu" [id=527, type=Relu]; "528 QuantizeLinear_/features/denseblock3/denselayer13/relu2/Relu_output_0_1" [id=528, type=QuantizeLinear]; @@ -539,8 +539,8 @@ strict digraph { "537 /features/denseblock3/denselayer14/relu1/Relu" [id=537, type=Relu]; "538 QuantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" [id=538, type=QuantizeLinear]; "539 DequantizeLinear_/features/denseblock3/denselayer14/relu1/Relu_output_0_1" [id=539, type=DequantizeLinear]; -"540 QuantizeLinear_onnx^^Conv_1262_1" [id=540, type=QuantizeLinear]; -"541 DequantizeLinear_onnx^^Conv_1262_1" [id=541, type=DequantizeLinear]; +"540 QuantizeLinear_onnx^^Conv_1262_1" [id=540, label="540 QuantizeLinear_onnx::Conv_1262_1", type=QuantizeLinear]; +"541 DequantizeLinear_onnx^^Conv_1262_1" [id=541, label="541 DequantizeLinear_onnx::Conv_1262_1", type=DequantizeLinear]; "542 /features/denseblock3/denselayer14/conv1/Conv" [id=542, type=Conv]; "543 /features/denseblock3/denselayer14/relu2/Relu" [id=543, type=Relu]; "544 QuantizeLinear_/features/denseblock3/denselayer14/relu2/Relu_output_0_1" [id=544, type=QuantizeLinear]; @@ -555,8 +555,8 @@ strict digraph { "553 /features/denseblock3/denselayer15/relu1/Relu" [id=553, type=Relu]; "554 QuantizeLinear_/features/denseblock3/denselayer15/relu1/Relu_output_0_1" [id=554, type=QuantizeLinear]; "555 DequantizeLinear_/features/denseblock3/denselayer15/relu1/Relu_output_0_1" [id=555, type=DequantizeLinear]; -"556 QuantizeLinear_onnx^^Conv_1265_1" [id=556, type=QuantizeLinear]; -"557 DequantizeLinear_onnx^^Conv_1265_1" [id=557, type=DequantizeLinear]; +"556 QuantizeLinear_onnx^^Conv_1265_1" [id=556, label="556 QuantizeLinear_onnx::Conv_1265_1", type=QuantizeLinear]; +"557 DequantizeLinear_onnx^^Conv_1265_1" [id=557, label="557 DequantizeLinear_onnx::Conv_1265_1", type=DequantizeLinear]; "558 /features/denseblock3/denselayer15/conv1/Conv" [id=558, type=Conv]; "559 /features/denseblock3/denselayer15/relu2/Relu" [id=559, type=Relu]; "560 QuantizeLinear_/features/denseblock3/denselayer15/relu2/Relu_output_0_1" [id=560, type=QuantizeLinear]; @@ -571,8 +571,8 @@ strict digraph { "569 /features/denseblock3/denselayer16/relu1/Relu" [id=569, type=Relu]; "570 QuantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" [id=570, type=QuantizeLinear]; "571 DequantizeLinear_/features/denseblock3/denselayer16/relu1/Relu_output_0_1" [id=571, type=DequantizeLinear]; -"572 QuantizeLinear_onnx^^Conv_1268_1" [id=572, type=QuantizeLinear]; -"573 DequantizeLinear_onnx^^Conv_1268_1" [id=573, type=DequantizeLinear]; +"572 QuantizeLinear_onnx^^Conv_1268_1" [id=572, label="572 QuantizeLinear_onnx::Conv_1268_1", type=QuantizeLinear]; +"573 DequantizeLinear_onnx^^Conv_1268_1" [id=573, label="573 DequantizeLinear_onnx::Conv_1268_1", type=DequantizeLinear]; "574 /features/denseblock3/denselayer16/conv1/Conv" [id=574, type=Conv]; "575 /features/denseblock3/denselayer16/relu2/Relu" [id=575, type=Relu]; "576 QuantizeLinear_/features/denseblock3/denselayer16/relu2/Relu_output_0_1" [id=576, type=QuantizeLinear]; @@ -587,8 +587,8 @@ strict digraph { "585 /features/denseblock3/denselayer17/relu1/Relu" [id=585, type=Relu]; "586 QuantizeLinear_/features/denseblock3/denselayer17/relu1/Relu_output_0_1" [id=586, type=QuantizeLinear]; "587 DequantizeLinear_/features/denseblock3/denselayer17/relu1/Relu_output_0_1" [id=587, type=DequantizeLinear]; -"588 QuantizeLinear_onnx^^Conv_1271_1" [id=588, type=QuantizeLinear]; -"589 DequantizeLinear_onnx^^Conv_1271_1" [id=589, type=DequantizeLinear]; +"588 QuantizeLinear_onnx^^Conv_1271_1" [id=588, label="588 QuantizeLinear_onnx::Conv_1271_1", type=QuantizeLinear]; +"589 DequantizeLinear_onnx^^Conv_1271_1" [id=589, label="589 DequantizeLinear_onnx::Conv_1271_1", type=DequantizeLinear]; "590 /features/denseblock3/denselayer17/conv1/Conv" [id=590, type=Conv]; "591 /features/denseblock3/denselayer17/relu2/Relu" [id=591, type=Relu]; "592 QuantizeLinear_/features/denseblock3/denselayer17/relu2/Relu_output_0_1" [id=592, type=QuantizeLinear]; @@ -603,8 +603,8 @@ strict digraph { "601 /features/denseblock3/denselayer18/relu1/Relu" [id=601, type=Relu]; "602 QuantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" [id=602, type=QuantizeLinear]; "603 DequantizeLinear_/features/denseblock3/denselayer18/relu1/Relu_output_0_1" [id=603, type=DequantizeLinear]; -"604 QuantizeLinear_onnx^^Conv_1274_1" [id=604, type=QuantizeLinear]; -"605 DequantizeLinear_onnx^^Conv_1274_1" [id=605, type=DequantizeLinear]; +"604 QuantizeLinear_onnx^^Conv_1274_1" [id=604, label="604 QuantizeLinear_onnx::Conv_1274_1", type=QuantizeLinear]; +"605 DequantizeLinear_onnx^^Conv_1274_1" [id=605, label="605 DequantizeLinear_onnx::Conv_1274_1", type=DequantizeLinear]; "606 /features/denseblock3/denselayer18/conv1/Conv" [id=606, type=Conv]; "607 /features/denseblock3/denselayer18/relu2/Relu" [id=607, type=Relu]; "608 QuantizeLinear_/features/denseblock3/denselayer18/relu2/Relu_output_0_1" [id=608, type=QuantizeLinear]; @@ -619,8 +619,8 @@ strict digraph { "617 /features/denseblock3/denselayer19/relu1/Relu" [id=617, type=Relu]; "618 QuantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" [id=618, type=QuantizeLinear]; "619 DequantizeLinear_/features/denseblock3/denselayer19/relu1/Relu_output_0_1" [id=619, type=DequantizeLinear]; -"620 QuantizeLinear_onnx^^Conv_1277_1" [id=620, type=QuantizeLinear]; -"621 DequantizeLinear_onnx^^Conv_1277_1" [id=621, type=DequantizeLinear]; +"620 QuantizeLinear_onnx^^Conv_1277_1" [id=620, label="620 QuantizeLinear_onnx::Conv_1277_1", type=QuantizeLinear]; +"621 DequantizeLinear_onnx^^Conv_1277_1" [id=621, label="621 DequantizeLinear_onnx::Conv_1277_1", type=DequantizeLinear]; "622 /features/denseblock3/denselayer19/conv1/Conv" [id=622, type=Conv]; "623 /features/denseblock3/denselayer19/relu2/Relu" [id=623, type=Relu]; "624 QuantizeLinear_/features/denseblock3/denselayer19/relu2/Relu_output_0_1" [id=624, type=QuantizeLinear]; @@ -635,8 +635,8 @@ strict digraph { "633 /features/denseblock3/denselayer20/relu1/Relu" [id=633, type=Relu]; "634 QuantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" [id=634, type=QuantizeLinear]; "635 DequantizeLinear_/features/denseblock3/denselayer20/relu1/Relu_output_0_1" [id=635, type=DequantizeLinear]; -"636 QuantizeLinear_onnx^^Conv_1280_1" [id=636, type=QuantizeLinear]; -"637 DequantizeLinear_onnx^^Conv_1280_1" [id=637, type=DequantizeLinear]; +"636 QuantizeLinear_onnx^^Conv_1280_1" [id=636, label="636 QuantizeLinear_onnx::Conv_1280_1", type=QuantizeLinear]; +"637 DequantizeLinear_onnx^^Conv_1280_1" [id=637, label="637 DequantizeLinear_onnx::Conv_1280_1", type=DequantizeLinear]; "638 /features/denseblock3/denselayer20/conv1/Conv" [id=638, type=Conv]; "639 /features/denseblock3/denselayer20/relu2/Relu" [id=639, type=Relu]; "640 QuantizeLinear_/features/denseblock3/denselayer20/relu2/Relu_output_0_1" [id=640, type=QuantizeLinear]; @@ -651,8 +651,8 @@ strict digraph { "649 /features/denseblock3/denselayer21/relu1/Relu" [id=649, type=Relu]; "650 QuantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" [id=650, type=QuantizeLinear]; "651 DequantizeLinear_/features/denseblock3/denselayer21/relu1/Relu_output_0_1" [id=651, type=DequantizeLinear]; -"652 QuantizeLinear_onnx^^Conv_1283_1" [id=652, type=QuantizeLinear]; -"653 DequantizeLinear_onnx^^Conv_1283_1" [id=653, type=DequantizeLinear]; +"652 QuantizeLinear_onnx^^Conv_1283_1" [id=652, label="652 QuantizeLinear_onnx::Conv_1283_1", type=QuantizeLinear]; +"653 DequantizeLinear_onnx^^Conv_1283_1" [id=653, label="653 DequantizeLinear_onnx::Conv_1283_1", type=DequantizeLinear]; "654 /features/denseblock3/denselayer21/conv1/Conv" [id=654, type=Conv]; "655 /features/denseblock3/denselayer21/relu2/Relu" [id=655, type=Relu]; "656 QuantizeLinear_/features/denseblock3/denselayer21/relu2/Relu_output_0_1" [id=656, type=QuantizeLinear]; @@ -667,8 +667,8 @@ strict digraph { "665 /features/denseblock3/denselayer22/relu1/Relu" [id=665, type=Relu]; "666 QuantizeLinear_/features/denseblock3/denselayer22/relu1/Relu_output_0_1" [id=666, type=QuantizeLinear]; "667 DequantizeLinear_/features/denseblock3/denselayer22/relu1/Relu_output_0_1" [id=667, type=DequantizeLinear]; -"668 QuantizeLinear_onnx^^Conv_1286_1" [id=668, type=QuantizeLinear]; -"669 DequantizeLinear_onnx^^Conv_1286_1" [id=669, type=DequantizeLinear]; +"668 QuantizeLinear_onnx^^Conv_1286_1" [id=668, label="668 QuantizeLinear_onnx::Conv_1286_1", type=QuantizeLinear]; +"669 DequantizeLinear_onnx^^Conv_1286_1" [id=669, label="669 DequantizeLinear_onnx::Conv_1286_1", type=DequantizeLinear]; "670 /features/denseblock3/denselayer22/conv1/Conv" [id=670, type=Conv]; "671 /features/denseblock3/denselayer22/relu2/Relu" [id=671, type=Relu]; "672 QuantizeLinear_/features/denseblock3/denselayer22/relu2/Relu_output_0_1" [id=672, type=QuantizeLinear]; @@ -683,8 +683,8 @@ strict digraph { "681 /features/denseblock3/denselayer23/relu1/Relu" [id=681, type=Relu]; "682 QuantizeLinear_/features/denseblock3/denselayer23/relu1/Relu_output_0_1" [id=682, type=QuantizeLinear]; "683 DequantizeLinear_/features/denseblock3/denselayer23/relu1/Relu_output_0_1" [id=683, type=DequantizeLinear]; -"684 QuantizeLinear_onnx^^Conv_1289_1" [id=684, type=QuantizeLinear]; -"685 DequantizeLinear_onnx^^Conv_1289_1" [id=685, type=DequantizeLinear]; +"684 QuantizeLinear_onnx^^Conv_1289_1" [id=684, label="684 QuantizeLinear_onnx::Conv_1289_1", type=QuantizeLinear]; +"685 DequantizeLinear_onnx^^Conv_1289_1" [id=685, label="685 DequantizeLinear_onnx::Conv_1289_1", type=DequantizeLinear]; "686 /features/denseblock3/denselayer23/conv1/Conv" [id=686, type=Conv]; "687 /features/denseblock3/denselayer23/relu2/Relu" [id=687, type=Relu]; "688 QuantizeLinear_/features/denseblock3/denselayer23/relu2/Relu_output_0_1" [id=688, type=QuantizeLinear]; @@ -699,8 +699,8 @@ strict digraph { "697 /features/denseblock3/denselayer24/relu1/Relu" [id=697, type=Relu]; "698 QuantizeLinear_/features/denseblock3/denselayer24/relu1/Relu_output_0_1" [id=698, type=QuantizeLinear]; "699 DequantizeLinear_/features/denseblock3/denselayer24/relu1/Relu_output_0_1" [id=699, type=DequantizeLinear]; -"700 QuantizeLinear_onnx^^Conv_1292_1" [id=700, type=QuantizeLinear]; -"701 DequantizeLinear_onnx^^Conv_1292_1" [id=701, type=DequantizeLinear]; +"700 QuantizeLinear_onnx^^Conv_1292_1" [id=700, label="700 QuantizeLinear_onnx::Conv_1292_1", type=QuantizeLinear]; +"701 DequantizeLinear_onnx^^Conv_1292_1" [id=701, label="701 DequantizeLinear_onnx::Conv_1292_1", type=DequantizeLinear]; "702 /features/denseblock3/denselayer24/conv1/Conv" [id=702, type=Conv]; "703 /features/denseblock3/denselayer24/relu2/Relu" [id=703, type=Relu]; "704 QuantizeLinear_/features/denseblock3/denselayer24/relu2/Relu_output_0_1" [id=704, type=QuantizeLinear]; @@ -730,8 +730,8 @@ strict digraph { "728 /features/denseblock4/denselayer1/relu1/Relu" [id=728, type=Relu]; "729 QuantizeLinear_/features/denseblock4/denselayer1/relu1/Relu_output_0_1" [id=729, type=QuantizeLinear]; "730 DequantizeLinear_/features/denseblock4/denselayer1/relu1/Relu_output_0_1" [id=730, type=DequantizeLinear]; -"731 QuantizeLinear_onnx^^Conv_1295_1" [id=731, type=QuantizeLinear]; -"732 DequantizeLinear_onnx^^Conv_1295_1" [id=732, type=DequantizeLinear]; +"731 QuantizeLinear_onnx^^Conv_1295_1" [id=731, label="731 QuantizeLinear_onnx::Conv_1295_1", type=QuantizeLinear]; +"732 DequantizeLinear_onnx^^Conv_1295_1" [id=732, label="732 DequantizeLinear_onnx::Conv_1295_1", type=DequantizeLinear]; "733 /features/denseblock4/denselayer1/conv1/Conv" [id=733, type=Conv]; "734 /features/denseblock4/denselayer1/relu2/Relu" [id=734, type=Relu]; "735 QuantizeLinear_/features/denseblock4/denselayer1/relu2/Relu_output_0_1" [id=735, type=QuantizeLinear]; @@ -746,8 +746,8 @@ strict digraph { "744 /features/denseblock4/denselayer2/relu1/Relu" [id=744, type=Relu]; "745 QuantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" [id=745, type=QuantizeLinear]; "746 DequantizeLinear_/features/denseblock4/denselayer2/relu1/Relu_output_0_1" [id=746, type=DequantizeLinear]; -"747 QuantizeLinear_onnx^^Conv_1298_1" [id=747, type=QuantizeLinear]; -"748 DequantizeLinear_onnx^^Conv_1298_1" [id=748, type=DequantizeLinear]; +"747 QuantizeLinear_onnx^^Conv_1298_1" [id=747, label="747 QuantizeLinear_onnx::Conv_1298_1", type=QuantizeLinear]; +"748 DequantizeLinear_onnx^^Conv_1298_1" [id=748, label="748 DequantizeLinear_onnx::Conv_1298_1", type=DequantizeLinear]; "749 /features/denseblock4/denselayer2/conv1/Conv" [id=749, type=Conv]; "750 /features/denseblock4/denselayer2/relu2/Relu" [id=750, type=Relu]; "751 QuantizeLinear_/features/denseblock4/denselayer2/relu2/Relu_output_0_1" [id=751, type=QuantizeLinear]; @@ -762,8 +762,8 @@ strict digraph { "760 /features/denseblock4/denselayer3/relu1/Relu" [id=760, type=Relu]; "761 QuantizeLinear_/features/denseblock4/denselayer3/relu1/Relu_output_0_1" [id=761, type=QuantizeLinear]; "762 DequantizeLinear_/features/denseblock4/denselayer3/relu1/Relu_output_0_1" [id=762, type=DequantizeLinear]; -"763 QuantizeLinear_onnx^^Conv_1301_1" [id=763, type=QuantizeLinear]; -"764 DequantizeLinear_onnx^^Conv_1301_1" [id=764, type=DequantizeLinear]; +"763 QuantizeLinear_onnx^^Conv_1301_1" [id=763, label="763 QuantizeLinear_onnx::Conv_1301_1", type=QuantizeLinear]; +"764 DequantizeLinear_onnx^^Conv_1301_1" [id=764, label="764 DequantizeLinear_onnx::Conv_1301_1", type=DequantizeLinear]; "765 /features/denseblock4/denselayer3/conv1/Conv" [id=765, type=Conv]; "766 /features/denseblock4/denselayer3/relu2/Relu" [id=766, type=Relu]; "767 QuantizeLinear_/features/denseblock4/denselayer3/relu2/Relu_output_0_1" [id=767, type=QuantizeLinear]; @@ -778,8 +778,8 @@ strict digraph { "776 /features/denseblock4/denselayer4/relu1/Relu" [id=776, type=Relu]; "777 QuantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" [id=777, type=QuantizeLinear]; "778 DequantizeLinear_/features/denseblock4/denselayer4/relu1/Relu_output_0_1" [id=778, type=DequantizeLinear]; -"779 QuantizeLinear_onnx^^Conv_1304_1" [id=779, type=QuantizeLinear]; -"780 DequantizeLinear_onnx^^Conv_1304_1" [id=780, type=DequantizeLinear]; +"779 QuantizeLinear_onnx^^Conv_1304_1" [id=779, label="779 QuantizeLinear_onnx::Conv_1304_1", type=QuantizeLinear]; +"780 DequantizeLinear_onnx^^Conv_1304_1" [id=780, label="780 DequantizeLinear_onnx::Conv_1304_1", type=DequantizeLinear]; "781 /features/denseblock4/denselayer4/conv1/Conv" [id=781, type=Conv]; "782 /features/denseblock4/denselayer4/relu2/Relu" [id=782, type=Relu]; "783 QuantizeLinear_/features/denseblock4/denselayer4/relu2/Relu_output_0_1" [id=783, type=QuantizeLinear]; @@ -794,8 +794,8 @@ strict digraph { "792 /features/denseblock4/denselayer5/relu1/Relu" [id=792, type=Relu]; "793 QuantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" [id=793, type=QuantizeLinear]; "794 DequantizeLinear_/features/denseblock4/denselayer5/relu1/Relu_output_0_1" [id=794, type=DequantizeLinear]; -"795 QuantizeLinear_onnx^^Conv_1307_1" [id=795, type=QuantizeLinear]; -"796 DequantizeLinear_onnx^^Conv_1307_1" [id=796, type=DequantizeLinear]; +"795 QuantizeLinear_onnx^^Conv_1307_1" [id=795, label="795 QuantizeLinear_onnx::Conv_1307_1", type=QuantizeLinear]; +"796 DequantizeLinear_onnx^^Conv_1307_1" [id=796, label="796 DequantizeLinear_onnx::Conv_1307_1", type=DequantizeLinear]; "797 /features/denseblock4/denselayer5/conv1/Conv" [id=797, type=Conv]; "798 /features/denseblock4/denselayer5/relu2/Relu" [id=798, type=Relu]; "799 QuantizeLinear_/features/denseblock4/denselayer5/relu2/Relu_output_0_1" [id=799, type=QuantizeLinear]; @@ -810,8 +810,8 @@ strict digraph { "808 /features/denseblock4/denselayer6/relu1/Relu" [id=808, type=Relu]; "809 QuantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" [id=809, type=QuantizeLinear]; "810 DequantizeLinear_/features/denseblock4/denselayer6/relu1/Relu_output_0_1" [id=810, type=DequantizeLinear]; -"811 QuantizeLinear_onnx^^Conv_1310_1" [id=811, type=QuantizeLinear]; -"812 DequantizeLinear_onnx^^Conv_1310_1" [id=812, type=DequantizeLinear]; +"811 QuantizeLinear_onnx^^Conv_1310_1" [id=811, label="811 QuantizeLinear_onnx::Conv_1310_1", type=QuantizeLinear]; +"812 DequantizeLinear_onnx^^Conv_1310_1" [id=812, label="812 DequantizeLinear_onnx::Conv_1310_1", type=DequantizeLinear]; "813 /features/denseblock4/denselayer6/conv1/Conv" [id=813, type=Conv]; "814 /features/denseblock4/denselayer6/relu2/Relu" [id=814, type=Relu]; "815 QuantizeLinear_/features/denseblock4/denselayer6/relu2/Relu_output_0_1" [id=815, type=QuantizeLinear]; @@ -826,8 +826,8 @@ strict digraph { "824 /features/denseblock4/denselayer7/relu1/Relu" [id=824, type=Relu]; "825 QuantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" [id=825, type=QuantizeLinear]; "826 DequantizeLinear_/features/denseblock4/denselayer7/relu1/Relu_output_0_1" [id=826, type=DequantizeLinear]; -"827 QuantizeLinear_onnx^^Conv_1313_1" [id=827, type=QuantizeLinear]; -"828 DequantizeLinear_onnx^^Conv_1313_1" [id=828, type=DequantizeLinear]; +"827 QuantizeLinear_onnx^^Conv_1313_1" [id=827, label="827 QuantizeLinear_onnx::Conv_1313_1", type=QuantizeLinear]; +"828 DequantizeLinear_onnx^^Conv_1313_1" [id=828, label="828 DequantizeLinear_onnx::Conv_1313_1", type=DequantizeLinear]; "829 /features/denseblock4/denselayer7/conv1/Conv" [id=829, type=Conv]; "830 /features/denseblock4/denselayer7/relu2/Relu" [id=830, type=Relu]; "831 QuantizeLinear_/features/denseblock4/denselayer7/relu2/Relu_output_0_1" [id=831, type=QuantizeLinear]; @@ -842,8 +842,8 @@ strict digraph { "840 /features/denseblock4/denselayer8/relu1/Relu" [id=840, type=Relu]; "841 QuantizeLinear_/features/denseblock4/denselayer8/relu1/Relu_output_0_1" [id=841, type=QuantizeLinear]; "842 DequantizeLinear_/features/denseblock4/denselayer8/relu1/Relu_output_0_1" [id=842, type=DequantizeLinear]; -"843 QuantizeLinear_onnx^^Conv_1316_1" [id=843, type=QuantizeLinear]; -"844 DequantizeLinear_onnx^^Conv_1316_1" [id=844, type=DequantizeLinear]; +"843 QuantizeLinear_onnx^^Conv_1316_1" [id=843, label="843 QuantizeLinear_onnx::Conv_1316_1", type=QuantizeLinear]; +"844 DequantizeLinear_onnx^^Conv_1316_1" [id=844, label="844 DequantizeLinear_onnx::Conv_1316_1", type=DequantizeLinear]; "845 /features/denseblock4/denselayer8/conv1/Conv" [id=845, type=Conv]; "846 /features/denseblock4/denselayer8/relu2/Relu" [id=846, type=Relu]; "847 QuantizeLinear_/features/denseblock4/denselayer8/relu2/Relu_output_0_1" [id=847, type=QuantizeLinear]; @@ -858,8 +858,8 @@ strict digraph { "856 /features/denseblock4/denselayer9/relu1/Relu" [id=856, type=Relu]; "857 QuantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" [id=857, type=QuantizeLinear]; "858 DequantizeLinear_/features/denseblock4/denselayer9/relu1/Relu_output_0_1" [id=858, type=DequantizeLinear]; -"859 QuantizeLinear_onnx^^Conv_1319_1" [id=859, type=QuantizeLinear]; -"860 DequantizeLinear_onnx^^Conv_1319_1" [id=860, type=DequantizeLinear]; +"859 QuantizeLinear_onnx^^Conv_1319_1" [id=859, label="859 QuantizeLinear_onnx::Conv_1319_1", type=QuantizeLinear]; +"860 DequantizeLinear_onnx^^Conv_1319_1" [id=860, label="860 DequantizeLinear_onnx::Conv_1319_1", type=DequantizeLinear]; "861 /features/denseblock4/denselayer9/conv1/Conv" [id=861, type=Conv]; "862 /features/denseblock4/denselayer9/relu2/Relu" [id=862, type=Relu]; "863 QuantizeLinear_/features/denseblock4/denselayer9/relu2/Relu_output_0_1" [id=863, type=QuantizeLinear]; @@ -874,8 +874,8 @@ strict digraph { "872 /features/denseblock4/denselayer10/relu1/Relu" [id=872, type=Relu]; "873 QuantizeLinear_/features/denseblock4/denselayer10/relu1/Relu_output_0_1" [id=873, type=QuantizeLinear]; "874 DequantizeLinear_/features/denseblock4/denselayer10/relu1/Relu_output_0_1" [id=874, type=DequantizeLinear]; -"875 QuantizeLinear_onnx^^Conv_1322_1" [id=875, type=QuantizeLinear]; -"876 DequantizeLinear_onnx^^Conv_1322_1" [id=876, type=DequantizeLinear]; +"875 QuantizeLinear_onnx^^Conv_1322_1" [id=875, label="875 QuantizeLinear_onnx::Conv_1322_1", type=QuantizeLinear]; +"876 DequantizeLinear_onnx^^Conv_1322_1" [id=876, label="876 DequantizeLinear_onnx::Conv_1322_1", type=DequantizeLinear]; "877 /features/denseblock4/denselayer10/conv1/Conv" [id=877, type=Conv]; "878 /features/denseblock4/denselayer10/relu2/Relu" [id=878, type=Relu]; "879 QuantizeLinear_/features/denseblock4/denselayer10/relu2/Relu_output_0_1" [id=879, type=QuantizeLinear]; @@ -890,8 +890,8 @@ strict digraph { "888 /features/denseblock4/denselayer11/relu1/Relu" [id=888, type=Relu]; "889 QuantizeLinear_/features/denseblock4/denselayer11/relu1/Relu_output_0_1" [id=889, type=QuantizeLinear]; "890 DequantizeLinear_/features/denseblock4/denselayer11/relu1/Relu_output_0_1" [id=890, type=DequantizeLinear]; -"891 QuantizeLinear_onnx^^Conv_1325_1" [id=891, type=QuantizeLinear]; -"892 DequantizeLinear_onnx^^Conv_1325_1" [id=892, type=DequantizeLinear]; +"891 QuantizeLinear_onnx^^Conv_1325_1" [id=891, label="891 QuantizeLinear_onnx::Conv_1325_1", type=QuantizeLinear]; +"892 DequantizeLinear_onnx^^Conv_1325_1" [id=892, label="892 DequantizeLinear_onnx::Conv_1325_1", type=DequantizeLinear]; "893 /features/denseblock4/denselayer11/conv1/Conv" [id=893, type=Conv]; "894 /features/denseblock4/denselayer11/relu2/Relu" [id=894, type=Relu]; "895 QuantizeLinear_/features/denseblock4/denselayer11/relu2/Relu_output_0_1" [id=895, type=QuantizeLinear]; @@ -906,8 +906,8 @@ strict digraph { "904 /features/denseblock4/denselayer12/relu1/Relu" [id=904, type=Relu]; "905 QuantizeLinear_/features/denseblock4/denselayer12/relu1/Relu_output_0_1" [id=905, type=QuantizeLinear]; "906 DequantizeLinear_/features/denseblock4/denselayer12/relu1/Relu_output_0_1" [id=906, type=DequantizeLinear]; -"907 QuantizeLinear_onnx^^Conv_1328_1" [id=907, type=QuantizeLinear]; -"908 DequantizeLinear_onnx^^Conv_1328_1" [id=908, type=DequantizeLinear]; +"907 QuantizeLinear_onnx^^Conv_1328_1" [id=907, label="907 QuantizeLinear_onnx::Conv_1328_1", type=QuantizeLinear]; +"908 DequantizeLinear_onnx^^Conv_1328_1" [id=908, label="908 DequantizeLinear_onnx::Conv_1328_1", type=DequantizeLinear]; "909 /features/denseblock4/denselayer12/conv1/Conv" [id=909, type=Conv]; "910 /features/denseblock4/denselayer12/relu2/Relu" [id=910, type=Relu]; "911 QuantizeLinear_/features/denseblock4/denselayer12/relu2/Relu_output_0_1" [id=911, type=QuantizeLinear]; @@ -922,8 +922,8 @@ strict digraph { "920 /features/denseblock4/denselayer13/relu1/Relu" [id=920, type=Relu]; "921 QuantizeLinear_/features/denseblock4/denselayer13/relu1/Relu_output_0_1" [id=921, type=QuantizeLinear]; "922 DequantizeLinear_/features/denseblock4/denselayer13/relu1/Relu_output_0_1" [id=922, type=DequantizeLinear]; -"923 QuantizeLinear_onnx^^Conv_1331_1" [id=923, type=QuantizeLinear]; -"924 DequantizeLinear_onnx^^Conv_1331_1" [id=924, type=DequantizeLinear]; +"923 QuantizeLinear_onnx^^Conv_1331_1" [id=923, label="923 QuantizeLinear_onnx::Conv_1331_1", type=QuantizeLinear]; +"924 DequantizeLinear_onnx^^Conv_1331_1" [id=924, label="924 DequantizeLinear_onnx::Conv_1331_1", type=DequantizeLinear]; "925 /features/denseblock4/denselayer13/conv1/Conv" [id=925, type=Conv]; "926 /features/denseblock4/denselayer13/relu2/Relu" [id=926, type=Relu]; "927 QuantizeLinear_/features/denseblock4/denselayer13/relu2/Relu_output_0_1" [id=927, type=QuantizeLinear]; @@ -938,8 +938,8 @@ strict digraph { "936 /features/denseblock4/denselayer14/relu1/Relu" [id=936, type=Relu]; "937 QuantizeLinear_/features/denseblock4/denselayer14/relu1/Relu_output_0_1" [id=937, type=QuantizeLinear]; "938 DequantizeLinear_/features/denseblock4/denselayer14/relu1/Relu_output_0_1" [id=938, type=DequantizeLinear]; -"939 QuantizeLinear_onnx^^Conv_1334_1" [id=939, type=QuantizeLinear]; -"940 DequantizeLinear_onnx^^Conv_1334_1" [id=940, type=DequantizeLinear]; +"939 QuantizeLinear_onnx^^Conv_1334_1" [id=939, label="939 QuantizeLinear_onnx::Conv_1334_1", type=QuantizeLinear]; +"940 DequantizeLinear_onnx^^Conv_1334_1" [id=940, label="940 DequantizeLinear_onnx::Conv_1334_1", type=DequantizeLinear]; "941 /features/denseblock4/denselayer14/conv1/Conv" [id=941, type=Conv]; "942 /features/denseblock4/denselayer14/relu2/Relu" [id=942, type=Relu]; "943 QuantizeLinear_/features/denseblock4/denselayer14/relu2/Relu_output_0_1" [id=943, type=QuantizeLinear]; @@ -954,8 +954,8 @@ strict digraph { "952 /features/denseblock4/denselayer15/relu1/Relu" [id=952, type=Relu]; "953 QuantizeLinear_/features/denseblock4/denselayer15/relu1/Relu_output_0_1" [id=953, type=QuantizeLinear]; "954 DequantizeLinear_/features/denseblock4/denselayer15/relu1/Relu_output_0_1" [id=954, type=DequantizeLinear]; -"955 QuantizeLinear_onnx^^Conv_1337_1" [id=955, type=QuantizeLinear]; -"956 DequantizeLinear_onnx^^Conv_1337_1" [id=956, type=DequantizeLinear]; +"955 QuantizeLinear_onnx^^Conv_1337_1" [id=955, label="955 QuantizeLinear_onnx::Conv_1337_1", type=QuantizeLinear]; +"956 DequantizeLinear_onnx^^Conv_1337_1" [id=956, label="956 DequantizeLinear_onnx::Conv_1337_1", type=DequantizeLinear]; "957 /features/denseblock4/denselayer15/conv1/Conv" [id=957, type=Conv]; "958 /features/denseblock4/denselayer15/relu2/Relu" [id=958, type=Relu]; "959 QuantizeLinear_/features/denseblock4/denselayer15/relu2/Relu_output_0_1" [id=959, type=QuantizeLinear]; @@ -970,8 +970,8 @@ strict digraph { "968 /features/denseblock4/denselayer16/relu1/Relu" [id=968, type=Relu]; "969 QuantizeLinear_/features/denseblock4/denselayer16/relu1/Relu_output_0_1" [id=969, type=QuantizeLinear]; "970 DequantizeLinear_/features/denseblock4/denselayer16/relu1/Relu_output_0_1" [id=970, type=DequantizeLinear]; -"971 QuantizeLinear_onnx^^Conv_1340_1" [id=971, type=QuantizeLinear]; -"972 DequantizeLinear_onnx^^Conv_1340_1" [id=972, type=DequantizeLinear]; +"971 QuantizeLinear_onnx^^Conv_1340_1" [id=971, label="971 QuantizeLinear_onnx::Conv_1340_1", type=QuantizeLinear]; +"972 DequantizeLinear_onnx^^Conv_1340_1" [id=972, label="972 DequantizeLinear_onnx::Conv_1340_1", type=DequantizeLinear]; "973 /features/denseblock4/denselayer16/conv1/Conv" [id=973, type=Conv]; "974 /features/denseblock4/denselayer16/relu2/Relu" [id=974, type=Relu]; "975 QuantizeLinear_/features/denseblock4/denselayer16/relu2/Relu_output_0_1" [id=975, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/googlenet.dot b/tests/onnx/data/reference_graphs/quantization/googlenet.dot index 80547a1bf31..bd5fcdf922a 100644 --- a/tests/onnx/data/reference_graphs/quantization/googlenet.dot +++ b/tests/onnx/data/reference_graphs/quantization/googlenet.dot @@ -32,53 +32,53 @@ strict digraph { "30 QuantizeLinear_/Add_1_output_0_1" [id=30, type=QuantizeLinear]; "31 DequantizeLinear_/Add_1_output_0_1" [id=31, type=DequantizeLinear]; "32 /Concat" [id=32, type=Concat]; -"33 QuantizeLinear_onnx^^Conv_567_1" [id=33, type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_567_1" [id=34, type=DequantizeLinear]; +"33 QuantizeLinear_onnx^^Conv_567_1" [id=33, label="33 QuantizeLinear_onnx::Conv_567_1", type=QuantizeLinear]; +"34 DequantizeLinear_onnx^^Conv_567_1" [id=34, label="34 DequantizeLinear_onnx::Conv_567_1", type=DequantizeLinear]; "35 /conv1/conv/Conv" [id=35, type=Conv]; "36 /conv1/Relu" [id=36, type=Relu]; "37 QuantizeLinear_/conv1/Relu_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/conv1/Relu_output_0_1" [id=38, type=DequantizeLinear]; "39 /maxpool1/MaxPool" [id=39, type=MaxPool]; -"40 QuantizeLinear_onnx^^Conv_570_1" [id=40, type=QuantizeLinear]; -"41 DequantizeLinear_onnx^^Conv_570_1" [id=41, type=DequantizeLinear]; +"40 QuantizeLinear_onnx^^Conv_570_1" [id=40, label="40 QuantizeLinear_onnx::Conv_570_1", type=QuantizeLinear]; +"41 DequantizeLinear_onnx^^Conv_570_1" [id=41, label="41 DequantizeLinear_onnx::Conv_570_1", type=DequantizeLinear]; "42 /conv2/conv/Conv" [id=42, type=Conv]; "43 /conv2/Relu" [id=43, type=Relu]; "44 QuantizeLinear_/conv2/Relu_output_0_1" [id=44, type=QuantizeLinear]; "45 DequantizeLinear_/conv2/Relu_output_0_1" [id=45, type=DequantizeLinear]; -"46 QuantizeLinear_onnx^^Conv_573_1" [id=46, type=QuantizeLinear]; -"47 DequantizeLinear_onnx^^Conv_573_1" [id=47, type=DequantizeLinear]; +"46 QuantizeLinear_onnx^^Conv_573_1" [id=46, label="46 QuantizeLinear_onnx::Conv_573_1", type=QuantizeLinear]; +"47 DequantizeLinear_onnx^^Conv_573_1" [id=47, label="47 DequantizeLinear_onnx::Conv_573_1", type=DequantizeLinear]; "48 /conv3/conv/Conv" [id=48, type=Conv]; "49 /conv3/Relu" [id=49, type=Relu]; "50 QuantizeLinear_/conv3/Relu_output_0_1" [id=50, type=QuantizeLinear]; "51 DequantizeLinear_/conv3/Relu_output_0_1" [id=51, type=DequantizeLinear]; "52 /maxpool2/MaxPool" [id=52, type=MaxPool]; -"53 QuantizeLinear_onnx^^Conv_576_1" [id=53, type=QuantizeLinear]; -"54 DequantizeLinear_onnx^^Conv_576_1" [id=54, type=DequantizeLinear]; +"53 QuantizeLinear_onnx^^Conv_576_1" [id=53, label="53 QuantizeLinear_onnx::Conv_576_1", type=QuantizeLinear]; +"54 DequantizeLinear_onnx^^Conv_576_1" [id=54, label="54 DequantizeLinear_onnx::Conv_576_1", type=DequantizeLinear]; "55 /inception3a/branch1/conv/Conv" [id=55, type=Conv]; "56 /inception3a/branch1/Relu" [id=56, type=Relu]; -"57 QuantizeLinear_onnx^^Conv_579_1" [id=57, type=QuantizeLinear]; -"58 DequantizeLinear_onnx^^Conv_579_1" [id=58, type=DequantizeLinear]; +"57 QuantizeLinear_onnx^^Conv_579_1" [id=57, label="57 QuantizeLinear_onnx::Conv_579_1", type=QuantizeLinear]; +"58 DequantizeLinear_onnx^^Conv_579_1" [id=58, label="58 DequantizeLinear_onnx::Conv_579_1", type=DequantizeLinear]; "59 /inception3a/branch2/branch2.0/conv/Conv" [id=59, type=Conv]; "60 /inception3a/branch2/branch2.0/Relu" [id=60, type=Relu]; "61 QuantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" [id=61, type=QuantizeLinear]; "62 DequantizeLinear_/inception3a/branch2/branch2.0/Relu_output_0_1" [id=62, type=DequantizeLinear]; -"63 QuantizeLinear_onnx^^Conv_582_1" [id=63, type=QuantizeLinear]; -"64 DequantizeLinear_onnx^^Conv_582_1" [id=64, type=DequantizeLinear]; +"63 QuantizeLinear_onnx^^Conv_582_1" [id=63, label="63 QuantizeLinear_onnx::Conv_582_1", type=QuantizeLinear]; +"64 DequantizeLinear_onnx^^Conv_582_1" [id=64, label="64 DequantizeLinear_onnx::Conv_582_1", type=DequantizeLinear]; "65 /inception3a/branch2/branch2.1/conv/Conv" [id=65, type=Conv]; "66 /inception3a/branch2/branch2.1/Relu" [id=66, type=Relu]; -"67 QuantizeLinear_onnx^^Conv_585_1" [id=67, type=QuantizeLinear]; -"68 DequantizeLinear_onnx^^Conv_585_1" [id=68, type=DequantizeLinear]; +"67 QuantizeLinear_onnx^^Conv_585_1" [id=67, label="67 QuantizeLinear_onnx::Conv_585_1", type=QuantizeLinear]; +"68 DequantizeLinear_onnx^^Conv_585_1" [id=68, label="68 DequantizeLinear_onnx::Conv_585_1", type=DequantizeLinear]; "69 /inception3a/branch3/branch3.0/conv/Conv" [id=69, type=Conv]; "70 /inception3a/branch3/branch3.0/Relu" [id=70, type=Relu]; "71 QuantizeLinear_/inception3a/branch3/branch3.0/Relu_output_0_1" [id=71, type=QuantizeLinear]; "72 DequantizeLinear_/inception3a/branch3/branch3.0/Relu_output_0_1" [id=72, type=DequantizeLinear]; -"73 QuantizeLinear_onnx^^Conv_588_1" [id=73, type=QuantizeLinear]; -"74 DequantizeLinear_onnx^^Conv_588_1" [id=74, type=DequantizeLinear]; +"73 QuantizeLinear_onnx^^Conv_588_1" [id=73, label="73 QuantizeLinear_onnx::Conv_588_1", type=QuantizeLinear]; +"74 DequantizeLinear_onnx^^Conv_588_1" [id=74, label="74 DequantizeLinear_onnx::Conv_588_1", type=DequantizeLinear]; "75 /inception3a/branch3/branch3.1/conv/Conv" [id=75, type=Conv]; "76 /inception3a/branch3/branch3.1/Relu" [id=76, type=Relu]; "77 /inception3a/branch4/branch4.0/MaxPool" [id=77, type=MaxPool]; -"78 QuantizeLinear_onnx^^Conv_591_1" [id=78, type=QuantizeLinear]; -"79 DequantizeLinear_onnx^^Conv_591_1" [id=79, type=DequantizeLinear]; +"78 QuantizeLinear_onnx^^Conv_591_1" [id=78, label="78 QuantizeLinear_onnx::Conv_591_1", type=QuantizeLinear]; +"79 DequantizeLinear_onnx^^Conv_591_1" [id=79, label="79 DequantizeLinear_onnx::Conv_591_1", type=DequantizeLinear]; "80 /inception3a/branch4/branch4.1/conv/Conv" [id=80, type=Conv]; "81 /inception3a/branch4/branch4.1/Relu" [id=81, type=Relu]; "82 QuantizeLinear_/inception3a/branch2/branch2.1/Relu_output_0_1" [id=82, type=QuantizeLinear]; @@ -90,33 +90,33 @@ strict digraph { "88 QuantizeLinear_/inception3a/branch1/Relu_output_0_1" [id=88, type=QuantizeLinear]; "89 DequantizeLinear_/inception3a/branch1/Relu_output_0_1" [id=89, type=DequantizeLinear]; "90 /inception3a/Concat" [id=90, type=Concat]; -"91 QuantizeLinear_onnx^^Conv_594_1" [id=91, type=QuantizeLinear]; -"92 DequantizeLinear_onnx^^Conv_594_1" [id=92, type=DequantizeLinear]; +"91 QuantizeLinear_onnx^^Conv_594_1" [id=91, label="91 QuantizeLinear_onnx::Conv_594_1", type=QuantizeLinear]; +"92 DequantizeLinear_onnx^^Conv_594_1" [id=92, label="92 DequantizeLinear_onnx::Conv_594_1", type=DequantizeLinear]; "93 /inception3b/branch1/conv/Conv" [id=93, type=Conv]; "94 /inception3b/branch1/Relu" [id=94, type=Relu]; -"95 QuantizeLinear_onnx^^Conv_597_1" [id=95, type=QuantizeLinear]; -"96 DequantizeLinear_onnx^^Conv_597_1" [id=96, type=DequantizeLinear]; +"95 QuantizeLinear_onnx^^Conv_597_1" [id=95, label="95 QuantizeLinear_onnx::Conv_597_1", type=QuantizeLinear]; +"96 DequantizeLinear_onnx^^Conv_597_1" [id=96, label="96 DequantizeLinear_onnx::Conv_597_1", type=DequantizeLinear]; "97 /inception3b/branch2/branch2.0/conv/Conv" [id=97, type=Conv]; "98 /inception3b/branch2/branch2.0/Relu" [id=98, type=Relu]; "99 QuantizeLinear_/inception3b/branch2/branch2.0/Relu_output_0_1" [id=99, type=QuantizeLinear]; "100 DequantizeLinear_/inception3b/branch2/branch2.0/Relu_output_0_1" [id=100, type=DequantizeLinear]; -"101 QuantizeLinear_onnx^^Conv_600_1" [id=101, type=QuantizeLinear]; -"102 DequantizeLinear_onnx^^Conv_600_1" [id=102, type=DequantizeLinear]; +"101 QuantizeLinear_onnx^^Conv_600_1" [id=101, label="101 QuantizeLinear_onnx::Conv_600_1", type=QuantizeLinear]; +"102 DequantizeLinear_onnx^^Conv_600_1" [id=102, label="102 DequantizeLinear_onnx::Conv_600_1", type=DequantizeLinear]; "103 /inception3b/branch2/branch2.1/conv/Conv" [id=103, type=Conv]; "104 /inception3b/branch2/branch2.1/Relu" [id=104, type=Relu]; -"105 QuantizeLinear_onnx^^Conv_603_1" [id=105, type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_603_1" [id=106, type=DequantizeLinear]; +"105 QuantizeLinear_onnx^^Conv_603_1" [id=105, label="105 QuantizeLinear_onnx::Conv_603_1", type=QuantizeLinear]; +"106 DequantizeLinear_onnx^^Conv_603_1" [id=106, label="106 DequantizeLinear_onnx::Conv_603_1", type=DequantizeLinear]; "107 /inception3b/branch3/branch3.0/conv/Conv" [id=107, type=Conv]; "108 /inception3b/branch3/branch3.0/Relu" [id=108, type=Relu]; "109 QuantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" [id=109, type=QuantizeLinear]; "110 DequantizeLinear_/inception3b/branch3/branch3.0/Relu_output_0_1" [id=110, type=DequantizeLinear]; -"111 QuantizeLinear_onnx^^Conv_606_1" [id=111, type=QuantizeLinear]; -"112 DequantizeLinear_onnx^^Conv_606_1" [id=112, type=DequantizeLinear]; +"111 QuantizeLinear_onnx^^Conv_606_1" [id=111, label="111 QuantizeLinear_onnx::Conv_606_1", type=QuantizeLinear]; +"112 DequantizeLinear_onnx^^Conv_606_1" [id=112, label="112 DequantizeLinear_onnx::Conv_606_1", type=DequantizeLinear]; "113 /inception3b/branch3/branch3.1/conv/Conv" [id=113, type=Conv]; "114 /inception3b/branch3/branch3.1/Relu" [id=114, type=Relu]; "115 /inception3b/branch4/branch4.0/MaxPool" [id=115, type=MaxPool]; -"116 QuantizeLinear_onnx^^Conv_609_1" [id=116, type=QuantizeLinear]; -"117 DequantizeLinear_onnx^^Conv_609_1" [id=117, type=DequantizeLinear]; +"116 QuantizeLinear_onnx^^Conv_609_1" [id=116, label="116 QuantizeLinear_onnx::Conv_609_1", type=QuantizeLinear]; +"117 DequantizeLinear_onnx^^Conv_609_1" [id=117, label="117 DequantizeLinear_onnx::Conv_609_1", type=DequantizeLinear]; "118 /inception3b/branch4/branch4.1/conv/Conv" [id=118, type=Conv]; "119 /inception3b/branch4/branch4.1/Relu" [id=119, type=Relu]; "120 QuantizeLinear_/inception3b/branch2/branch2.1/Relu_output_0_1" [id=120, type=QuantizeLinear]; @@ -129,33 +129,33 @@ strict digraph { "127 DequantizeLinear_/inception3b/branch1/Relu_output_0_1" [id=127, type=DequantizeLinear]; "128 /inception3b/Concat" [id=128, type=Concat]; "129 /maxpool3/MaxPool" [id=129, type=MaxPool]; -"130 QuantizeLinear_onnx^^Conv_612_1" [id=130, type=QuantizeLinear]; -"131 DequantizeLinear_onnx^^Conv_612_1" [id=131, type=DequantizeLinear]; +"130 QuantizeLinear_onnx^^Conv_612_1" [id=130, label="130 QuantizeLinear_onnx::Conv_612_1", type=QuantizeLinear]; +"131 DequantizeLinear_onnx^^Conv_612_1" [id=131, label="131 DequantizeLinear_onnx::Conv_612_1", type=DequantizeLinear]; "132 /inception4a/branch1/conv/Conv" [id=132, type=Conv]; "133 /inception4a/branch1/Relu" [id=133, type=Relu]; -"134 QuantizeLinear_onnx^^Conv_615_1" [id=134, type=QuantizeLinear]; -"135 DequantizeLinear_onnx^^Conv_615_1" [id=135, type=DequantizeLinear]; +"134 QuantizeLinear_onnx^^Conv_615_1" [id=134, label="134 QuantizeLinear_onnx::Conv_615_1", type=QuantizeLinear]; +"135 DequantizeLinear_onnx^^Conv_615_1" [id=135, label="135 DequantizeLinear_onnx::Conv_615_1", type=DequantizeLinear]; "136 /inception4a/branch2/branch2.0/conv/Conv" [id=136, type=Conv]; "137 /inception4a/branch2/branch2.0/Relu" [id=137, type=Relu]; "138 QuantizeLinear_/inception4a/branch2/branch2.0/Relu_output_0_1" [id=138, type=QuantizeLinear]; "139 DequantizeLinear_/inception4a/branch2/branch2.0/Relu_output_0_1" [id=139, type=DequantizeLinear]; -"140 QuantizeLinear_onnx^^Conv_618_1" [id=140, type=QuantizeLinear]; -"141 DequantizeLinear_onnx^^Conv_618_1" [id=141, type=DequantizeLinear]; +"140 QuantizeLinear_onnx^^Conv_618_1" [id=140, label="140 QuantizeLinear_onnx::Conv_618_1", type=QuantizeLinear]; +"141 DequantizeLinear_onnx^^Conv_618_1" [id=141, label="141 DequantizeLinear_onnx::Conv_618_1", type=DequantizeLinear]; "142 /inception4a/branch2/branch2.1/conv/Conv" [id=142, type=Conv]; "143 /inception4a/branch2/branch2.1/Relu" [id=143, type=Relu]; -"144 QuantizeLinear_onnx^^Conv_621_1" [id=144, type=QuantizeLinear]; -"145 DequantizeLinear_onnx^^Conv_621_1" [id=145, type=DequantizeLinear]; +"144 QuantizeLinear_onnx^^Conv_621_1" [id=144, label="144 QuantizeLinear_onnx::Conv_621_1", type=QuantizeLinear]; +"145 DequantizeLinear_onnx^^Conv_621_1" [id=145, label="145 DequantizeLinear_onnx::Conv_621_1", type=DequantizeLinear]; "146 /inception4a/branch3/branch3.0/conv/Conv" [id=146, type=Conv]; "147 /inception4a/branch3/branch3.0/Relu" [id=147, type=Relu]; "148 QuantizeLinear_/inception4a/branch3/branch3.0/Relu_output_0_1" [id=148, type=QuantizeLinear]; "149 DequantizeLinear_/inception4a/branch3/branch3.0/Relu_output_0_1" [id=149, type=DequantizeLinear]; -"150 QuantizeLinear_onnx^^Conv_624_1" [id=150, type=QuantizeLinear]; -"151 DequantizeLinear_onnx^^Conv_624_1" [id=151, type=DequantizeLinear]; +"150 QuantizeLinear_onnx^^Conv_624_1" [id=150, label="150 QuantizeLinear_onnx::Conv_624_1", type=QuantizeLinear]; +"151 DequantizeLinear_onnx^^Conv_624_1" [id=151, label="151 DequantizeLinear_onnx::Conv_624_1", type=DequantizeLinear]; "152 /inception4a/branch3/branch3.1/conv/Conv" [id=152, type=Conv]; "153 /inception4a/branch3/branch3.1/Relu" [id=153, type=Relu]; "154 /inception4a/branch4/branch4.0/MaxPool" [id=154, type=MaxPool]; -"155 QuantizeLinear_onnx^^Conv_627_1" [id=155, type=QuantizeLinear]; -"156 DequantizeLinear_onnx^^Conv_627_1" [id=156, type=DequantizeLinear]; +"155 QuantizeLinear_onnx^^Conv_627_1" [id=155, label="155 QuantizeLinear_onnx::Conv_627_1", type=QuantizeLinear]; +"156 DequantizeLinear_onnx^^Conv_627_1" [id=156, label="156 DequantizeLinear_onnx::Conv_627_1", type=DequantizeLinear]; "157 /inception4a/branch4/branch4.1/conv/Conv" [id=157, type=Conv]; "158 /inception4a/branch4/branch4.1/Relu" [id=158, type=Relu]; "159 QuantizeLinear_/inception4a/branch1/Relu_output_0_1" [id=159, type=QuantizeLinear]; @@ -167,33 +167,33 @@ strict digraph { "165 QuantizeLinear_/inception4a/branch4/branch4.1/Relu_output_0_1" [id=165, type=QuantizeLinear]; "166 DequantizeLinear_/inception4a/branch4/branch4.1/Relu_output_0_1" [id=166, type=DequantizeLinear]; "167 /inception4a/Concat" [id=167, type=Concat]; -"168 QuantizeLinear_onnx^^Conv_630_1" [id=168, type=QuantizeLinear]; -"169 DequantizeLinear_onnx^^Conv_630_1" [id=169, type=DequantizeLinear]; +"168 QuantizeLinear_onnx^^Conv_630_1" [id=168, label="168 QuantizeLinear_onnx::Conv_630_1", type=QuantizeLinear]; +"169 DequantizeLinear_onnx^^Conv_630_1" [id=169, label="169 DequantizeLinear_onnx::Conv_630_1", type=DequantizeLinear]; "170 /inception4b/branch1/conv/Conv" [id=170, type=Conv]; "171 /inception4b/branch1/Relu" [id=171, type=Relu]; -"172 QuantizeLinear_onnx^^Conv_633_1" [id=172, type=QuantizeLinear]; -"173 DequantizeLinear_onnx^^Conv_633_1" [id=173, type=DequantizeLinear]; +"172 QuantizeLinear_onnx^^Conv_633_1" [id=172, label="172 QuantizeLinear_onnx::Conv_633_1", type=QuantizeLinear]; +"173 DequantizeLinear_onnx^^Conv_633_1" [id=173, label="173 DequantizeLinear_onnx::Conv_633_1", type=DequantizeLinear]; "174 /inception4b/branch2/branch2.0/conv/Conv" [id=174, type=Conv]; "175 /inception4b/branch2/branch2.0/Relu" [id=175, type=Relu]; "176 QuantizeLinear_/inception4b/branch2/branch2.0/Relu_output_0_1" [id=176, type=QuantizeLinear]; "177 DequantizeLinear_/inception4b/branch2/branch2.0/Relu_output_0_1" [id=177, type=DequantizeLinear]; -"178 QuantizeLinear_onnx^^Conv_636_1" [id=178, type=QuantizeLinear]; -"179 DequantizeLinear_onnx^^Conv_636_1" [id=179, type=DequantizeLinear]; +"178 QuantizeLinear_onnx^^Conv_636_1" [id=178, label="178 QuantizeLinear_onnx::Conv_636_1", type=QuantizeLinear]; +"179 DequantizeLinear_onnx^^Conv_636_1" [id=179, label="179 DequantizeLinear_onnx::Conv_636_1", type=DequantizeLinear]; "180 /inception4b/branch2/branch2.1/conv/Conv" [id=180, type=Conv]; "181 /inception4b/branch2/branch2.1/Relu" [id=181, type=Relu]; -"182 QuantizeLinear_onnx^^Conv_639_1" [id=182, type=QuantizeLinear]; -"183 DequantizeLinear_onnx^^Conv_639_1" [id=183, type=DequantizeLinear]; +"182 QuantizeLinear_onnx^^Conv_639_1" [id=182, label="182 QuantizeLinear_onnx::Conv_639_1", type=QuantizeLinear]; +"183 DequantizeLinear_onnx^^Conv_639_1" [id=183, label="183 DequantizeLinear_onnx::Conv_639_1", type=DequantizeLinear]; "184 /inception4b/branch3/branch3.0/conv/Conv" [id=184, type=Conv]; "185 /inception4b/branch3/branch3.0/Relu" [id=185, type=Relu]; "186 QuantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" [id=186, type=QuantizeLinear]; "187 DequantizeLinear_/inception4b/branch3/branch3.0/Relu_output_0_1" [id=187, type=DequantizeLinear]; -"188 QuantizeLinear_onnx^^Conv_642_1" [id=188, type=QuantizeLinear]; -"189 DequantizeLinear_onnx^^Conv_642_1" [id=189, type=DequantizeLinear]; +"188 QuantizeLinear_onnx^^Conv_642_1" [id=188, label="188 QuantizeLinear_onnx::Conv_642_1", type=QuantizeLinear]; +"189 DequantizeLinear_onnx^^Conv_642_1" [id=189, label="189 DequantizeLinear_onnx::Conv_642_1", type=DequantizeLinear]; "190 /inception4b/branch3/branch3.1/conv/Conv" [id=190, type=Conv]; "191 /inception4b/branch3/branch3.1/Relu" [id=191, type=Relu]; "192 /inception4b/branch4/branch4.0/MaxPool" [id=192, type=MaxPool]; -"193 QuantizeLinear_onnx^^Conv_645_1" [id=193, type=QuantizeLinear]; -"194 DequantizeLinear_onnx^^Conv_645_1" [id=194, type=DequantizeLinear]; +"193 QuantizeLinear_onnx^^Conv_645_1" [id=193, label="193 QuantizeLinear_onnx::Conv_645_1", type=QuantizeLinear]; +"194 DequantizeLinear_onnx^^Conv_645_1" [id=194, label="194 DequantizeLinear_onnx::Conv_645_1", type=DequantizeLinear]; "195 /inception4b/branch4/branch4.1/conv/Conv" [id=195, type=Conv]; "196 /inception4b/branch4/branch4.1/Relu" [id=196, type=Relu]; "197 QuantizeLinear_/inception4b/branch2/branch2.1/Relu_output_0_1" [id=197, type=QuantizeLinear]; @@ -205,33 +205,33 @@ strict digraph { "203 QuantizeLinear_/inception4b/branch1/Relu_output_0_1" [id=203, type=QuantizeLinear]; "204 DequantizeLinear_/inception4b/branch1/Relu_output_0_1" [id=204, type=DequantizeLinear]; "205 /inception4b/Concat" [id=205, type=Concat]; -"206 QuantizeLinear_onnx^^Conv_648_1" [id=206, type=QuantizeLinear]; -"207 DequantizeLinear_onnx^^Conv_648_1" [id=207, type=DequantizeLinear]; +"206 QuantizeLinear_onnx^^Conv_648_1" [id=206, label="206 QuantizeLinear_onnx::Conv_648_1", type=QuantizeLinear]; +"207 DequantizeLinear_onnx^^Conv_648_1" [id=207, label="207 DequantizeLinear_onnx::Conv_648_1", type=DequantizeLinear]; "208 /inception4c/branch1/conv/Conv" [id=208, type=Conv]; "209 /inception4c/branch1/Relu" [id=209, type=Relu]; -"210 QuantizeLinear_onnx^^Conv_651_1" [id=210, type=QuantizeLinear]; -"211 DequantizeLinear_onnx^^Conv_651_1" [id=211, type=DequantizeLinear]; +"210 QuantizeLinear_onnx^^Conv_651_1" [id=210, label="210 QuantizeLinear_onnx::Conv_651_1", type=QuantizeLinear]; +"211 DequantizeLinear_onnx^^Conv_651_1" [id=211, label="211 DequantizeLinear_onnx::Conv_651_1", type=DequantizeLinear]; "212 /inception4c/branch2/branch2.0/conv/Conv" [id=212, type=Conv]; "213 /inception4c/branch2/branch2.0/Relu" [id=213, type=Relu]; "214 QuantizeLinear_/inception4c/branch2/branch2.0/Relu_output_0_1" [id=214, type=QuantizeLinear]; "215 DequantizeLinear_/inception4c/branch2/branch2.0/Relu_output_0_1" [id=215, type=DequantizeLinear]; -"216 QuantizeLinear_onnx^^Conv_654_1" [id=216, type=QuantizeLinear]; -"217 DequantizeLinear_onnx^^Conv_654_1" [id=217, type=DequantizeLinear]; +"216 QuantizeLinear_onnx^^Conv_654_1" [id=216, label="216 QuantizeLinear_onnx::Conv_654_1", type=QuantizeLinear]; +"217 DequantizeLinear_onnx^^Conv_654_1" [id=217, label="217 DequantizeLinear_onnx::Conv_654_1", type=DequantizeLinear]; "218 /inception4c/branch2/branch2.1/conv/Conv" [id=218, type=Conv]; "219 /inception4c/branch2/branch2.1/Relu" [id=219, type=Relu]; -"220 QuantizeLinear_onnx^^Conv_657_1" [id=220, type=QuantizeLinear]; -"221 DequantizeLinear_onnx^^Conv_657_1" [id=221, type=DequantizeLinear]; +"220 QuantizeLinear_onnx^^Conv_657_1" [id=220, label="220 QuantizeLinear_onnx::Conv_657_1", type=QuantizeLinear]; +"221 DequantizeLinear_onnx^^Conv_657_1" [id=221, label="221 DequantizeLinear_onnx::Conv_657_1", type=DequantizeLinear]; "222 /inception4c/branch3/branch3.0/conv/Conv" [id=222, type=Conv]; "223 /inception4c/branch3/branch3.0/Relu" [id=223, type=Relu]; "224 QuantizeLinear_/inception4c/branch3/branch3.0/Relu_output_0_1" [id=224, type=QuantizeLinear]; "225 DequantizeLinear_/inception4c/branch3/branch3.0/Relu_output_0_1" [id=225, type=DequantizeLinear]; -"226 QuantizeLinear_onnx^^Conv_660_1" [id=226, type=QuantizeLinear]; -"227 DequantizeLinear_onnx^^Conv_660_1" [id=227, type=DequantizeLinear]; +"226 QuantizeLinear_onnx^^Conv_660_1" [id=226, label="226 QuantizeLinear_onnx::Conv_660_1", type=QuantizeLinear]; +"227 DequantizeLinear_onnx^^Conv_660_1" [id=227, label="227 DequantizeLinear_onnx::Conv_660_1", type=DequantizeLinear]; "228 /inception4c/branch3/branch3.1/conv/Conv" [id=228, type=Conv]; "229 /inception4c/branch3/branch3.1/Relu" [id=229, type=Relu]; "230 /inception4c/branch4/branch4.0/MaxPool" [id=230, type=MaxPool]; -"231 QuantizeLinear_onnx^^Conv_663_1" [id=231, type=QuantizeLinear]; -"232 DequantizeLinear_onnx^^Conv_663_1" [id=232, type=DequantizeLinear]; +"231 QuantizeLinear_onnx^^Conv_663_1" [id=231, label="231 QuantizeLinear_onnx::Conv_663_1", type=QuantizeLinear]; +"232 DequantizeLinear_onnx^^Conv_663_1" [id=232, label="232 DequantizeLinear_onnx::Conv_663_1", type=DequantizeLinear]; "233 /inception4c/branch4/branch4.1/conv/Conv" [id=233, type=Conv]; "234 /inception4c/branch4/branch4.1/Relu" [id=234, type=Relu]; "235 QuantizeLinear_/inception4c/branch4/branch4.1/Relu_output_0_1" [id=235, type=QuantizeLinear]; @@ -243,33 +243,33 @@ strict digraph { "241 QuantizeLinear_/inception4c/branch3/branch3.1/Relu_output_0_1" [id=241, type=QuantizeLinear]; "242 DequantizeLinear_/inception4c/branch3/branch3.1/Relu_output_0_1" [id=242, type=DequantizeLinear]; "243 /inception4c/Concat" [id=243, type=Concat]; -"244 QuantizeLinear_onnx^^Conv_666_1" [id=244, type=QuantizeLinear]; -"245 DequantizeLinear_onnx^^Conv_666_1" [id=245, type=DequantizeLinear]; +"244 QuantizeLinear_onnx^^Conv_666_1" [id=244, label="244 QuantizeLinear_onnx::Conv_666_1", type=QuantizeLinear]; +"245 DequantizeLinear_onnx^^Conv_666_1" [id=245, label="245 DequantizeLinear_onnx::Conv_666_1", type=DequantizeLinear]; "246 /inception4d/branch1/conv/Conv" [id=246, type=Conv]; "247 /inception4d/branch1/Relu" [id=247, type=Relu]; -"248 QuantizeLinear_onnx^^Conv_669_1" [id=248, type=QuantizeLinear]; -"249 DequantizeLinear_onnx^^Conv_669_1" [id=249, type=DequantizeLinear]; +"248 QuantizeLinear_onnx^^Conv_669_1" [id=248, label="248 QuantizeLinear_onnx::Conv_669_1", type=QuantizeLinear]; +"249 DequantizeLinear_onnx^^Conv_669_1" [id=249, label="249 DequantizeLinear_onnx::Conv_669_1", type=DequantizeLinear]; "250 /inception4d/branch2/branch2.0/conv/Conv" [id=250, type=Conv]; "251 /inception4d/branch2/branch2.0/Relu" [id=251, type=Relu]; "252 QuantizeLinear_/inception4d/branch2/branch2.0/Relu_output_0_1" [id=252, type=QuantizeLinear]; "253 DequantizeLinear_/inception4d/branch2/branch2.0/Relu_output_0_1" [id=253, type=DequantizeLinear]; -"254 QuantizeLinear_onnx^^Conv_672_1" [id=254, type=QuantizeLinear]; -"255 DequantizeLinear_onnx^^Conv_672_1" [id=255, type=DequantizeLinear]; +"254 QuantizeLinear_onnx^^Conv_672_1" [id=254, label="254 QuantizeLinear_onnx::Conv_672_1", type=QuantizeLinear]; +"255 DequantizeLinear_onnx^^Conv_672_1" [id=255, label="255 DequantizeLinear_onnx::Conv_672_1", type=DequantizeLinear]; "256 /inception4d/branch2/branch2.1/conv/Conv" [id=256, type=Conv]; "257 /inception4d/branch2/branch2.1/Relu" [id=257, type=Relu]; -"258 QuantizeLinear_onnx^^Conv_675_1" [id=258, type=QuantizeLinear]; -"259 DequantizeLinear_onnx^^Conv_675_1" [id=259, type=DequantizeLinear]; +"258 QuantizeLinear_onnx^^Conv_675_1" [id=258, label="258 QuantizeLinear_onnx::Conv_675_1", type=QuantizeLinear]; +"259 DequantizeLinear_onnx^^Conv_675_1" [id=259, label="259 DequantizeLinear_onnx::Conv_675_1", type=DequantizeLinear]; "260 /inception4d/branch3/branch3.0/conv/Conv" [id=260, type=Conv]; "261 /inception4d/branch3/branch3.0/Relu" [id=261, type=Relu]; "262 QuantizeLinear_/inception4d/branch3/branch3.0/Relu_output_0_1" [id=262, type=QuantizeLinear]; "263 DequantizeLinear_/inception4d/branch3/branch3.0/Relu_output_0_1" [id=263, type=DequantizeLinear]; -"264 QuantizeLinear_onnx^^Conv_678_1" [id=264, type=QuantizeLinear]; -"265 DequantizeLinear_onnx^^Conv_678_1" [id=265, type=DequantizeLinear]; +"264 QuantizeLinear_onnx^^Conv_678_1" [id=264, label="264 QuantizeLinear_onnx::Conv_678_1", type=QuantizeLinear]; +"265 DequantizeLinear_onnx^^Conv_678_1" [id=265, label="265 DequantizeLinear_onnx::Conv_678_1", type=DequantizeLinear]; "266 /inception4d/branch3/branch3.1/conv/Conv" [id=266, type=Conv]; "267 /inception4d/branch3/branch3.1/Relu" [id=267, type=Relu]; "268 /inception4d/branch4/branch4.0/MaxPool" [id=268, type=MaxPool]; -"269 QuantizeLinear_onnx^^Conv_681_1" [id=269, type=QuantizeLinear]; -"270 DequantizeLinear_onnx^^Conv_681_1" [id=270, type=DequantizeLinear]; +"269 QuantizeLinear_onnx^^Conv_681_1" [id=269, label="269 QuantizeLinear_onnx::Conv_681_1", type=QuantizeLinear]; +"270 DequantizeLinear_onnx^^Conv_681_1" [id=270, label="270 DequantizeLinear_onnx::Conv_681_1", type=DequantizeLinear]; "271 /inception4d/branch4/branch4.1/conv/Conv" [id=271, type=Conv]; "272 /inception4d/branch4/branch4.1/Relu" [id=272, type=Relu]; "273 QuantizeLinear_/inception4d/branch2/branch2.1/Relu_output_0_1" [id=273, type=QuantizeLinear]; @@ -281,33 +281,33 @@ strict digraph { "279 QuantizeLinear_/inception4d/branch1/Relu_output_0_1" [id=279, type=QuantizeLinear]; "280 DequantizeLinear_/inception4d/branch1/Relu_output_0_1" [id=280, type=DequantizeLinear]; "281 /inception4d/Concat" [id=281, type=Concat]; -"282 QuantizeLinear_onnx^^Conv_684_1" [id=282, type=QuantizeLinear]; -"283 DequantizeLinear_onnx^^Conv_684_1" [id=283, type=DequantizeLinear]; +"282 QuantizeLinear_onnx^^Conv_684_1" [id=282, label="282 QuantizeLinear_onnx::Conv_684_1", type=QuantizeLinear]; +"283 DequantizeLinear_onnx^^Conv_684_1" [id=283, label="283 DequantizeLinear_onnx::Conv_684_1", type=DequantizeLinear]; "284 /inception4e/branch1/conv/Conv" [id=284, type=Conv]; "285 /inception4e/branch1/Relu" [id=285, type=Relu]; -"286 QuantizeLinear_onnx^^Conv_687_1" [id=286, type=QuantizeLinear]; -"287 DequantizeLinear_onnx^^Conv_687_1" [id=287, type=DequantizeLinear]; +"286 QuantizeLinear_onnx^^Conv_687_1" [id=286, label="286 QuantizeLinear_onnx::Conv_687_1", type=QuantizeLinear]; +"287 DequantizeLinear_onnx^^Conv_687_1" [id=287, label="287 DequantizeLinear_onnx::Conv_687_1", type=DequantizeLinear]; "288 /inception4e/branch2/branch2.0/conv/Conv" [id=288, type=Conv]; "289 /inception4e/branch2/branch2.0/Relu" [id=289, type=Relu]; "290 QuantizeLinear_/inception4e/branch2/branch2.0/Relu_output_0_1" [id=290, type=QuantizeLinear]; "291 DequantizeLinear_/inception4e/branch2/branch2.0/Relu_output_0_1" [id=291, type=DequantizeLinear]; -"292 QuantizeLinear_onnx^^Conv_690_1" [id=292, type=QuantizeLinear]; -"293 DequantizeLinear_onnx^^Conv_690_1" [id=293, type=DequantizeLinear]; +"292 QuantizeLinear_onnx^^Conv_690_1" [id=292, label="292 QuantizeLinear_onnx::Conv_690_1", type=QuantizeLinear]; +"293 DequantizeLinear_onnx^^Conv_690_1" [id=293, label="293 DequantizeLinear_onnx::Conv_690_1", type=DequantizeLinear]; "294 /inception4e/branch2/branch2.1/conv/Conv" [id=294, type=Conv]; "295 /inception4e/branch2/branch2.1/Relu" [id=295, type=Relu]; -"296 QuantizeLinear_onnx^^Conv_693_1" [id=296, type=QuantizeLinear]; -"297 DequantizeLinear_onnx^^Conv_693_1" [id=297, type=DequantizeLinear]; +"296 QuantizeLinear_onnx^^Conv_693_1" [id=296, label="296 QuantizeLinear_onnx::Conv_693_1", type=QuantizeLinear]; +"297 DequantizeLinear_onnx^^Conv_693_1" [id=297, label="297 DequantizeLinear_onnx::Conv_693_1", type=DequantizeLinear]; "298 /inception4e/branch3/branch3.0/conv/Conv" [id=298, type=Conv]; "299 /inception4e/branch3/branch3.0/Relu" [id=299, type=Relu]; "300 QuantizeLinear_/inception4e/branch3/branch3.0/Relu_output_0_1" [id=300, type=QuantizeLinear]; "301 DequantizeLinear_/inception4e/branch3/branch3.0/Relu_output_0_1" [id=301, type=DequantizeLinear]; -"302 QuantizeLinear_onnx^^Conv_696_1" [id=302, type=QuantizeLinear]; -"303 DequantizeLinear_onnx^^Conv_696_1" [id=303, type=DequantizeLinear]; +"302 QuantizeLinear_onnx^^Conv_696_1" [id=302, label="302 QuantizeLinear_onnx::Conv_696_1", type=QuantizeLinear]; +"303 DequantizeLinear_onnx^^Conv_696_1" [id=303, label="303 DequantizeLinear_onnx::Conv_696_1", type=DequantizeLinear]; "304 /inception4e/branch3/branch3.1/conv/Conv" [id=304, type=Conv]; "305 /inception4e/branch3/branch3.1/Relu" [id=305, type=Relu]; "306 /inception4e/branch4/branch4.0/MaxPool" [id=306, type=MaxPool]; -"307 QuantizeLinear_onnx^^Conv_699_1" [id=307, type=QuantizeLinear]; -"308 DequantizeLinear_onnx^^Conv_699_1" [id=308, type=DequantizeLinear]; +"307 QuantizeLinear_onnx^^Conv_699_1" [id=307, label="307 QuantizeLinear_onnx::Conv_699_1", type=QuantizeLinear]; +"308 DequantizeLinear_onnx^^Conv_699_1" [id=308, label="308 DequantizeLinear_onnx::Conv_699_1", type=DequantizeLinear]; "309 /inception4e/branch4/branch4.1/conv/Conv" [id=309, type=Conv]; "310 /inception4e/branch4/branch4.1/Relu" [id=310, type=Relu]; "311 QuantizeLinear_/inception4e/branch2/branch2.1/Relu_output_0_1" [id=311, type=QuantizeLinear]; @@ -320,33 +320,33 @@ strict digraph { "318 DequantizeLinear_/inception4e/branch1/Relu_output_0_1" [id=318, type=DequantizeLinear]; "319 /inception4e/Concat" [id=319, type=Concat]; "320 /maxpool4/MaxPool" [id=320, type=MaxPool]; -"321 QuantizeLinear_onnx^^Conv_702_1" [id=321, type=QuantizeLinear]; -"322 DequantizeLinear_onnx^^Conv_702_1" [id=322, type=DequantizeLinear]; +"321 QuantizeLinear_onnx^^Conv_702_1" [id=321, label="321 QuantizeLinear_onnx::Conv_702_1", type=QuantizeLinear]; +"322 DequantizeLinear_onnx^^Conv_702_1" [id=322, label="322 DequantizeLinear_onnx::Conv_702_1", type=DequantizeLinear]; "323 /inception5a/branch1/conv/Conv" [id=323, type=Conv]; "324 /inception5a/branch1/Relu" [id=324, type=Relu]; -"325 QuantizeLinear_onnx^^Conv_705_1" [id=325, type=QuantizeLinear]; -"326 DequantizeLinear_onnx^^Conv_705_1" [id=326, type=DequantizeLinear]; +"325 QuantizeLinear_onnx^^Conv_705_1" [id=325, label="325 QuantizeLinear_onnx::Conv_705_1", type=QuantizeLinear]; +"326 DequantizeLinear_onnx^^Conv_705_1" [id=326, label="326 DequantizeLinear_onnx::Conv_705_1", type=DequantizeLinear]; "327 /inception5a/branch2/branch2.0/conv/Conv" [id=327, type=Conv]; "328 /inception5a/branch2/branch2.0/Relu" [id=328, type=Relu]; "329 QuantizeLinear_/inception5a/branch2/branch2.0/Relu_output_0_1" [id=329, type=QuantizeLinear]; "330 DequantizeLinear_/inception5a/branch2/branch2.0/Relu_output_0_1" [id=330, type=DequantizeLinear]; -"331 QuantizeLinear_onnx^^Conv_708_1" [id=331, type=QuantizeLinear]; -"332 DequantizeLinear_onnx^^Conv_708_1" [id=332, type=DequantizeLinear]; +"331 QuantizeLinear_onnx^^Conv_708_1" [id=331, label="331 QuantizeLinear_onnx::Conv_708_1", type=QuantizeLinear]; +"332 DequantizeLinear_onnx^^Conv_708_1" [id=332, label="332 DequantizeLinear_onnx::Conv_708_1", type=DequantizeLinear]; "333 /inception5a/branch2/branch2.1/conv/Conv" [id=333, type=Conv]; "334 /inception5a/branch2/branch2.1/Relu" [id=334, type=Relu]; -"335 QuantizeLinear_onnx^^Conv_711_1" [id=335, type=QuantizeLinear]; -"336 DequantizeLinear_onnx^^Conv_711_1" [id=336, type=DequantizeLinear]; +"335 QuantizeLinear_onnx^^Conv_711_1" [id=335, label="335 QuantizeLinear_onnx::Conv_711_1", type=QuantizeLinear]; +"336 DequantizeLinear_onnx^^Conv_711_1" [id=336, label="336 DequantizeLinear_onnx::Conv_711_1", type=DequantizeLinear]; "337 /inception5a/branch3/branch3.0/conv/Conv" [id=337, type=Conv]; "338 /inception5a/branch3/branch3.0/Relu" [id=338, type=Relu]; "339 QuantizeLinear_/inception5a/branch3/branch3.0/Relu_output_0_1" [id=339, type=QuantizeLinear]; "340 DequantizeLinear_/inception5a/branch3/branch3.0/Relu_output_0_1" [id=340, type=DequantizeLinear]; -"341 QuantizeLinear_onnx^^Conv_714_1" [id=341, type=QuantizeLinear]; -"342 DequantizeLinear_onnx^^Conv_714_1" [id=342, type=DequantizeLinear]; +"341 QuantizeLinear_onnx^^Conv_714_1" [id=341, label="341 QuantizeLinear_onnx::Conv_714_1", type=QuantizeLinear]; +"342 DequantizeLinear_onnx^^Conv_714_1" [id=342, label="342 DequantizeLinear_onnx::Conv_714_1", type=DequantizeLinear]; "343 /inception5a/branch3/branch3.1/conv/Conv" [id=343, type=Conv]; "344 /inception5a/branch3/branch3.1/Relu" [id=344, type=Relu]; "345 /inception5a/branch4/branch4.0/MaxPool" [id=345, type=MaxPool]; -"346 QuantizeLinear_onnx^^Conv_717_1" [id=346, type=QuantizeLinear]; -"347 DequantizeLinear_onnx^^Conv_717_1" [id=347, type=DequantizeLinear]; +"346 QuantizeLinear_onnx^^Conv_717_1" [id=346, label="346 QuantizeLinear_onnx::Conv_717_1", type=QuantizeLinear]; +"347 DequantizeLinear_onnx^^Conv_717_1" [id=347, label="347 DequantizeLinear_onnx::Conv_717_1", type=DequantizeLinear]; "348 /inception5a/branch4/branch4.1/conv/Conv" [id=348, type=Conv]; "349 /inception5a/branch4/branch4.1/Relu" [id=349, type=Relu]; "350 QuantizeLinear_/inception5a/branch2/branch2.1/Relu_output_0_1" [id=350, type=QuantizeLinear]; @@ -358,33 +358,33 @@ strict digraph { "356 QuantizeLinear_/inception5a/branch1/Relu_output_0_1" [id=356, type=QuantizeLinear]; "357 DequantizeLinear_/inception5a/branch1/Relu_output_0_1" [id=357, type=DequantizeLinear]; "358 /inception5a/Concat" [id=358, type=Concat]; -"359 QuantizeLinear_onnx^^Conv_720_1" [id=359, type=QuantizeLinear]; -"360 DequantizeLinear_onnx^^Conv_720_1" [id=360, type=DequantizeLinear]; +"359 QuantizeLinear_onnx^^Conv_720_1" [id=359, label="359 QuantizeLinear_onnx::Conv_720_1", type=QuantizeLinear]; +"360 DequantizeLinear_onnx^^Conv_720_1" [id=360, label="360 DequantizeLinear_onnx::Conv_720_1", type=DequantizeLinear]; "361 /inception5b/branch1/conv/Conv" [id=361, type=Conv]; "362 /inception5b/branch1/Relu" [id=362, type=Relu]; -"363 QuantizeLinear_onnx^^Conv_723_1" [id=363, type=QuantizeLinear]; -"364 DequantizeLinear_onnx^^Conv_723_1" [id=364, type=DequantizeLinear]; +"363 QuantizeLinear_onnx^^Conv_723_1" [id=363, label="363 QuantizeLinear_onnx::Conv_723_1", type=QuantizeLinear]; +"364 DequantizeLinear_onnx^^Conv_723_1" [id=364, label="364 DequantizeLinear_onnx::Conv_723_1", type=DequantizeLinear]; "365 /inception5b/branch2/branch2.0/conv/Conv" [id=365, type=Conv]; "366 /inception5b/branch2/branch2.0/Relu" [id=366, type=Relu]; "367 QuantizeLinear_/inception5b/branch2/branch2.0/Relu_output_0_1" [id=367, type=QuantizeLinear]; "368 DequantizeLinear_/inception5b/branch2/branch2.0/Relu_output_0_1" [id=368, type=DequantizeLinear]; -"369 QuantizeLinear_onnx^^Conv_726_1" [id=369, type=QuantizeLinear]; -"370 DequantizeLinear_onnx^^Conv_726_1" [id=370, type=DequantizeLinear]; +"369 QuantizeLinear_onnx^^Conv_726_1" [id=369, label="369 QuantizeLinear_onnx::Conv_726_1", type=QuantizeLinear]; +"370 DequantizeLinear_onnx^^Conv_726_1" [id=370, label="370 DequantizeLinear_onnx::Conv_726_1", type=DequantizeLinear]; "371 /inception5b/branch2/branch2.1/conv/Conv" [id=371, type=Conv]; "372 /inception5b/branch2/branch2.1/Relu" [id=372, type=Relu]; -"373 QuantizeLinear_onnx^^Conv_729_1" [id=373, type=QuantizeLinear]; -"374 DequantizeLinear_onnx^^Conv_729_1" [id=374, type=DequantizeLinear]; +"373 QuantizeLinear_onnx^^Conv_729_1" [id=373, label="373 QuantizeLinear_onnx::Conv_729_1", type=QuantizeLinear]; +"374 DequantizeLinear_onnx^^Conv_729_1" [id=374, label="374 DequantizeLinear_onnx::Conv_729_1", type=DequantizeLinear]; "375 /inception5b/branch3/branch3.0/conv/Conv" [id=375, type=Conv]; "376 /inception5b/branch3/branch3.0/Relu" [id=376, type=Relu]; "377 QuantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" [id=377, type=QuantizeLinear]; "378 DequantizeLinear_/inception5b/branch3/branch3.0/Relu_output_0_1" [id=378, type=DequantizeLinear]; -"379 QuantizeLinear_onnx^^Conv_732_1" [id=379, type=QuantizeLinear]; -"380 DequantizeLinear_onnx^^Conv_732_1" [id=380, type=DequantizeLinear]; +"379 QuantizeLinear_onnx^^Conv_732_1" [id=379, label="379 QuantizeLinear_onnx::Conv_732_1", type=QuantizeLinear]; +"380 DequantizeLinear_onnx^^Conv_732_1" [id=380, label="380 DequantizeLinear_onnx::Conv_732_1", type=DequantizeLinear]; "381 /inception5b/branch3/branch3.1/conv/Conv" [id=381, type=Conv]; "382 /inception5b/branch3/branch3.1/Relu" [id=382, type=Relu]; "383 /inception5b/branch4/branch4.0/MaxPool" [id=383, type=MaxPool]; -"384 QuantizeLinear_onnx^^Conv_735_1" [id=384, type=QuantizeLinear]; -"385 DequantizeLinear_onnx^^Conv_735_1" [id=385, type=DequantizeLinear]; +"384 QuantizeLinear_onnx^^Conv_735_1" [id=384, label="384 QuantizeLinear_onnx::Conv_735_1", type=QuantizeLinear]; +"385 DequantizeLinear_onnx^^Conv_735_1" [id=385, label="385 DequantizeLinear_onnx::Conv_735_1", type=DequantizeLinear]; "386 /inception5b/branch4/branch4.1/conv/Conv" [id=386, type=Conv]; "387 /inception5b/branch4/branch4.1/Relu" [id=387, type=Relu]; "388 QuantizeLinear_/inception5b/branch1/Relu_output_0_1" [id=388, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/inception_v3.dot b/tests/onnx/data/reference_graphs/quantization/inception_v3.dot index b05a840f4b2..f2480d42f8b 100644 --- a/tests/onnx/data/reference_graphs/quantization/inception_v3.dot +++ b/tests/onnx/data/reference_graphs/quantization/inception_v3.dot @@ -32,66 +32,66 @@ strict digraph { "30 QuantizeLinear_/Add_2_output_0_1" [id=30, type=QuantizeLinear]; "31 DequantizeLinear_/Add_2_output_0_1" [id=31, type=DequantizeLinear]; "32 /Concat" [id=32, type=Concat]; -"33 QuantizeLinear_onnx^^Conv_934_1" [id=33, type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_934_1" [id=34, type=DequantizeLinear]; +"33 QuantizeLinear_onnx^^Conv_934_1" [id=33, label="33 QuantizeLinear_onnx::Conv_934_1", type=QuantizeLinear]; +"34 DequantizeLinear_onnx^^Conv_934_1" [id=34, label="34 DequantizeLinear_onnx::Conv_934_1", type=DequantizeLinear]; "35 /Conv2d_1a_3x3/conv/Conv" [id=35, type=Conv]; "36 /Conv2d_1a_3x3/Relu" [id=36, type=Relu]; "37 QuantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/Conv2d_1a_3x3/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_937_1" [id=39, type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_937_1" [id=40, type=DequantizeLinear]; +"39 QuantizeLinear_onnx^^Conv_937_1" [id=39, label="39 QuantizeLinear_onnx::Conv_937_1", type=QuantizeLinear]; +"40 DequantizeLinear_onnx^^Conv_937_1" [id=40, label="40 DequantizeLinear_onnx::Conv_937_1", type=DequantizeLinear]; "41 /Conv2d_2a_3x3/conv/Conv" [id=41, type=Conv]; "42 /Conv2d_2a_3x3/Relu" [id=42, type=Relu]; "43 QuantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" [id=43, type=QuantizeLinear]; "44 DequantizeLinear_/Conv2d_2a_3x3/Relu_output_0_1" [id=44, type=DequantizeLinear]; -"45 QuantizeLinear_onnx^^Conv_940_1" [id=45, type=QuantizeLinear]; -"46 DequantizeLinear_onnx^^Conv_940_1" [id=46, type=DequantizeLinear]; +"45 QuantizeLinear_onnx^^Conv_940_1" [id=45, label="45 QuantizeLinear_onnx::Conv_940_1", type=QuantizeLinear]; +"46 DequantizeLinear_onnx^^Conv_940_1" [id=46, label="46 DequantizeLinear_onnx::Conv_940_1", type=DequantizeLinear]; "47 /Conv2d_2b_3x3/conv/Conv" [id=47, type=Conv]; "48 /Conv2d_2b_3x3/Relu" [id=48, type=Relu]; "49 QuantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" [id=49, type=QuantizeLinear]; "50 DequantizeLinear_/Conv2d_2b_3x3/Relu_output_0_1" [id=50, type=DequantizeLinear]; "51 /maxpool1/MaxPool" [id=51, type=MaxPool]; -"52 QuantizeLinear_onnx^^Conv_943_1" [id=52, type=QuantizeLinear]; -"53 DequantizeLinear_onnx^^Conv_943_1" [id=53, type=DequantizeLinear]; +"52 QuantizeLinear_onnx^^Conv_943_1" [id=52, label="52 QuantizeLinear_onnx::Conv_943_1", type=QuantizeLinear]; +"53 DequantizeLinear_onnx^^Conv_943_1" [id=53, label="53 DequantizeLinear_onnx::Conv_943_1", type=DequantizeLinear]; "54 /Conv2d_3b_1x1/conv/Conv" [id=54, type=Conv]; "55 /Conv2d_3b_1x1/Relu" [id=55, type=Relu]; "56 QuantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" [id=56, type=QuantizeLinear]; "57 DequantizeLinear_/Conv2d_3b_1x1/Relu_output_0_1" [id=57, type=DequantizeLinear]; -"58 QuantizeLinear_onnx^^Conv_946_1" [id=58, type=QuantizeLinear]; -"59 DequantizeLinear_onnx^^Conv_946_1" [id=59, type=DequantizeLinear]; +"58 QuantizeLinear_onnx^^Conv_946_1" [id=58, label="58 QuantizeLinear_onnx::Conv_946_1", type=QuantizeLinear]; +"59 DequantizeLinear_onnx^^Conv_946_1" [id=59, label="59 DequantizeLinear_onnx::Conv_946_1", type=DequantizeLinear]; "60 /Conv2d_4a_3x3/conv/Conv" [id=60, type=Conv]; "61 /Conv2d_4a_3x3/Relu" [id=61, type=Relu]; "62 QuantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" [id=62, type=QuantizeLinear]; "63 DequantizeLinear_/Conv2d_4a_3x3/Relu_output_0_1" [id=63, type=DequantizeLinear]; "64 /maxpool2/MaxPool" [id=64, type=MaxPool]; -"65 QuantizeLinear_onnx^^Conv_949_1" [id=65, type=QuantizeLinear]; -"66 DequantizeLinear_onnx^^Conv_949_1" [id=66, type=DequantizeLinear]; +"65 QuantizeLinear_onnx^^Conv_949_1" [id=65, label="65 QuantizeLinear_onnx::Conv_949_1", type=QuantizeLinear]; +"66 DequantizeLinear_onnx^^Conv_949_1" [id=66, label="66 DequantizeLinear_onnx::Conv_949_1", type=DequantizeLinear]; "67 /Mixed_5b/branch1x1/conv/Conv" [id=67, type=Conv]; "68 /Mixed_5b/branch1x1/Relu" [id=68, type=Relu]; -"69 QuantizeLinear_onnx^^Conv_952_1" [id=69, type=QuantizeLinear]; -"70 DequantizeLinear_onnx^^Conv_952_1" [id=70, type=DequantizeLinear]; +"69 QuantizeLinear_onnx^^Conv_952_1" [id=69, label="69 QuantizeLinear_onnx::Conv_952_1", type=QuantizeLinear]; +"70 DequantizeLinear_onnx^^Conv_952_1" [id=70, label="70 DequantizeLinear_onnx::Conv_952_1", type=DequantizeLinear]; "71 /Mixed_5b/branch5x5_1/conv/Conv" [id=71, type=Conv]; "72 /Mixed_5b/branch5x5_1/Relu" [id=72, type=Relu]; "73 QuantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" [id=73, type=QuantizeLinear]; "74 DequantizeLinear_/Mixed_5b/branch5x5_1/Relu_output_0_1" [id=74, type=DequantizeLinear]; -"75 QuantizeLinear_onnx^^Conv_955_1" [id=75, type=QuantizeLinear]; -"76 DequantizeLinear_onnx^^Conv_955_1" [id=76, type=DequantizeLinear]; +"75 QuantizeLinear_onnx^^Conv_955_1" [id=75, label="75 QuantizeLinear_onnx::Conv_955_1", type=QuantizeLinear]; +"76 DequantizeLinear_onnx^^Conv_955_1" [id=76, label="76 DequantizeLinear_onnx::Conv_955_1", type=DequantizeLinear]; "77 /Mixed_5b/branch5x5_2/conv/Conv" [id=77, type=Conv]; "78 /Mixed_5b/branch5x5_2/Relu" [id=78, type=Relu]; -"79 QuantizeLinear_onnx^^Conv_958_1" [id=79, type=QuantizeLinear]; -"80 DequantizeLinear_onnx^^Conv_958_1" [id=80, type=DequantizeLinear]; +"79 QuantizeLinear_onnx^^Conv_958_1" [id=79, label="79 QuantizeLinear_onnx::Conv_958_1", type=QuantizeLinear]; +"80 DequantizeLinear_onnx^^Conv_958_1" [id=80, label="80 DequantizeLinear_onnx::Conv_958_1", type=DequantizeLinear]; "81 /Mixed_5b/branch3x3dbl_1/conv/Conv" [id=81, type=Conv]; "82 /Mixed_5b/branch3x3dbl_1/Relu" [id=82, type=Relu]; "83 QuantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" [id=83, type=QuantizeLinear]; "84 DequantizeLinear_/Mixed_5b/branch3x3dbl_1/Relu_output_0_1" [id=84, type=DequantizeLinear]; -"85 QuantizeLinear_onnx^^Conv_961_1" [id=85, type=QuantizeLinear]; -"86 DequantizeLinear_onnx^^Conv_961_1" [id=86, type=DequantizeLinear]; +"85 QuantizeLinear_onnx^^Conv_961_1" [id=85, label="85 QuantizeLinear_onnx::Conv_961_1", type=QuantizeLinear]; +"86 DequantizeLinear_onnx^^Conv_961_1" [id=86, label="86 DequantizeLinear_onnx::Conv_961_1", type=DequantizeLinear]; "87 /Mixed_5b/branch3x3dbl_2/conv/Conv" [id=87, type=Conv]; "88 /Mixed_5b/branch3x3dbl_2/Relu" [id=88, type=Relu]; "89 QuantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" [id=89, type=QuantizeLinear]; "90 DequantizeLinear_/Mixed_5b/branch3x3dbl_2/Relu_output_0_1" [id=90, type=DequantizeLinear]; -"91 QuantizeLinear_onnx^^Conv_964_1" [id=91, type=QuantizeLinear]; -"92 DequantizeLinear_onnx^^Conv_964_1" [id=92, type=DequantizeLinear]; +"91 QuantizeLinear_onnx^^Conv_964_1" [id=91, label="91 QuantizeLinear_onnx::Conv_964_1", type=QuantizeLinear]; +"92 DequantizeLinear_onnx^^Conv_964_1" [id=92, label="92 DequantizeLinear_onnx::Conv_964_1", type=DequantizeLinear]; "93 /Mixed_5b/branch3x3dbl_3/conv/Conv" [id=93, type=Conv]; "94 /Mixed_5b/branch3x3dbl_3/Relu" [id=94, type=Relu]; "95 /Mixed_5b/Constant" [id=95, type=Constant]; @@ -99,8 +99,8 @@ strict digraph { "97 /Mixed_5b/AveragePool" [id=97, type=AveragePool]; "98 QuantizeLinear_/Mixed_5b/AveragePool_output_0_1" [id=98, type=QuantizeLinear]; "99 DequantizeLinear_/Mixed_5b/AveragePool_output_0_1" [id=99, type=DequantizeLinear]; -"100 QuantizeLinear_onnx^^Conv_967_1" [id=100, type=QuantizeLinear]; -"101 DequantizeLinear_onnx^^Conv_967_1" [id=101, type=DequantizeLinear]; +"100 QuantizeLinear_onnx^^Conv_967_1" [id=100, label="100 QuantizeLinear_onnx::Conv_967_1", type=QuantizeLinear]; +"101 DequantizeLinear_onnx^^Conv_967_1" [id=101, label="101 DequantizeLinear_onnx::Conv_967_1", type=DequantizeLinear]; "102 /Mixed_5b/branch_pool/conv/Conv" [id=102, type=Conv]; "103 /Mixed_5b/branch_pool/Relu" [id=103, type=Relu]; "104 QuantizeLinear_/Mixed_5b/branch1x1/Relu_output_0_1" [id=104, type=QuantizeLinear]; @@ -112,34 +112,34 @@ strict digraph { "110 QuantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" [id=110, type=QuantizeLinear]; "111 DequantizeLinear_/Mixed_5b/branch3x3dbl_3/Relu_output_0_1" [id=111, type=DequantizeLinear]; "112 /Mixed_5b/Concat" [id=112, type=Concat]; -"113 QuantizeLinear_onnx^^Conv_970_1" [id=113, type=QuantizeLinear]; -"114 DequantizeLinear_onnx^^Conv_970_1" [id=114, type=DequantizeLinear]; +"113 QuantizeLinear_onnx^^Conv_970_1" [id=113, label="113 QuantizeLinear_onnx::Conv_970_1", type=QuantizeLinear]; +"114 DequantizeLinear_onnx^^Conv_970_1" [id=114, label="114 DequantizeLinear_onnx::Conv_970_1", type=DequantizeLinear]; "115 /Mixed_5c/branch1x1/conv/Conv" [id=115, type=Conv]; "116 /Mixed_5c/branch1x1/Relu" [id=116, type=Relu]; -"117 QuantizeLinear_onnx^^Conv_973_1" [id=117, type=QuantizeLinear]; -"118 DequantizeLinear_onnx^^Conv_973_1" [id=118, type=DequantizeLinear]; +"117 QuantizeLinear_onnx^^Conv_973_1" [id=117, label="117 QuantizeLinear_onnx::Conv_973_1", type=QuantizeLinear]; +"118 DequantizeLinear_onnx^^Conv_973_1" [id=118, label="118 DequantizeLinear_onnx::Conv_973_1", type=DequantizeLinear]; "119 /Mixed_5c/branch5x5_1/conv/Conv" [id=119, type=Conv]; "120 /Mixed_5c/branch5x5_1/Relu" [id=120, type=Relu]; "121 QuantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" [id=121, type=QuantizeLinear]; "122 DequantizeLinear_/Mixed_5c/branch5x5_1/Relu_output_0_1" [id=122, type=DequantizeLinear]; -"123 QuantizeLinear_onnx^^Conv_976_1" [id=123, type=QuantizeLinear]; -"124 DequantizeLinear_onnx^^Conv_976_1" [id=124, type=DequantizeLinear]; +"123 QuantizeLinear_onnx^^Conv_976_1" [id=123, label="123 QuantizeLinear_onnx::Conv_976_1", type=QuantizeLinear]; +"124 DequantizeLinear_onnx^^Conv_976_1" [id=124, label="124 DequantizeLinear_onnx::Conv_976_1", type=DequantizeLinear]; "125 /Mixed_5c/branch5x5_2/conv/Conv" [id=125, type=Conv]; "126 /Mixed_5c/branch5x5_2/Relu" [id=126, type=Relu]; -"127 QuantizeLinear_onnx^^Conv_979_1" [id=127, type=QuantizeLinear]; -"128 DequantizeLinear_onnx^^Conv_979_1" [id=128, type=DequantizeLinear]; +"127 QuantizeLinear_onnx^^Conv_979_1" [id=127, label="127 QuantizeLinear_onnx::Conv_979_1", type=QuantizeLinear]; +"128 DequantizeLinear_onnx^^Conv_979_1" [id=128, label="128 DequantizeLinear_onnx::Conv_979_1", type=DequantizeLinear]; "129 /Mixed_5c/branch3x3dbl_1/conv/Conv" [id=129, type=Conv]; "130 /Mixed_5c/branch3x3dbl_1/Relu" [id=130, type=Relu]; "131 QuantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" [id=131, type=QuantizeLinear]; "132 DequantizeLinear_/Mixed_5c/branch3x3dbl_1/Relu_output_0_1" [id=132, type=DequantizeLinear]; -"133 QuantizeLinear_onnx^^Conv_982_1" [id=133, type=QuantizeLinear]; -"134 DequantizeLinear_onnx^^Conv_982_1" [id=134, type=DequantizeLinear]; +"133 QuantizeLinear_onnx^^Conv_982_1" [id=133, label="133 QuantizeLinear_onnx::Conv_982_1", type=QuantizeLinear]; +"134 DequantizeLinear_onnx^^Conv_982_1" [id=134, label="134 DequantizeLinear_onnx::Conv_982_1", type=DequantizeLinear]; "135 /Mixed_5c/branch3x3dbl_2/conv/Conv" [id=135, type=Conv]; "136 /Mixed_5c/branch3x3dbl_2/Relu" [id=136, type=Relu]; "137 QuantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" [id=137, type=QuantizeLinear]; "138 DequantizeLinear_/Mixed_5c/branch3x3dbl_2/Relu_output_0_1" [id=138, type=DequantizeLinear]; -"139 QuantizeLinear_onnx^^Conv_985_1" [id=139, type=QuantizeLinear]; -"140 DequantizeLinear_onnx^^Conv_985_1" [id=140, type=DequantizeLinear]; +"139 QuantizeLinear_onnx^^Conv_985_1" [id=139, label="139 QuantizeLinear_onnx::Conv_985_1", type=QuantizeLinear]; +"140 DequantizeLinear_onnx^^Conv_985_1" [id=140, label="140 DequantizeLinear_onnx::Conv_985_1", type=DequantizeLinear]; "141 /Mixed_5c/branch3x3dbl_3/conv/Conv" [id=141, type=Conv]; "142 /Mixed_5c/branch3x3dbl_3/Relu" [id=142, type=Relu]; "143 /Mixed_5c/Constant" [id=143, type=Constant]; @@ -147,8 +147,8 @@ strict digraph { "145 /Mixed_5c/AveragePool" [id=145, type=AveragePool]; "146 QuantizeLinear_/Mixed_5c/AveragePool_output_0_1" [id=146, type=QuantizeLinear]; "147 DequantizeLinear_/Mixed_5c/AveragePool_output_0_1" [id=147, type=DequantizeLinear]; -"148 QuantizeLinear_onnx^^Conv_988_1" [id=148, type=QuantizeLinear]; -"149 DequantizeLinear_onnx^^Conv_988_1" [id=149, type=DequantizeLinear]; +"148 QuantizeLinear_onnx^^Conv_988_1" [id=148, label="148 QuantizeLinear_onnx::Conv_988_1", type=QuantizeLinear]; +"149 DequantizeLinear_onnx^^Conv_988_1" [id=149, label="149 DequantizeLinear_onnx::Conv_988_1", type=DequantizeLinear]; "150 /Mixed_5c/branch_pool/conv/Conv" [id=150, type=Conv]; "151 /Mixed_5c/branch_pool/Relu" [id=151, type=Relu]; "152 QuantizeLinear_/Mixed_5c/branch1x1/Relu_output_0_1" [id=152, type=QuantizeLinear]; @@ -160,34 +160,34 @@ strict digraph { "158 QuantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" [id=158, type=QuantizeLinear]; "159 DequantizeLinear_/Mixed_5c/branch_pool/Relu_output_0_1" [id=159, type=DequantizeLinear]; "160 /Mixed_5c/Concat" [id=160, type=Concat]; -"161 QuantizeLinear_onnx^^Conv_991_1" [id=161, type=QuantizeLinear]; -"162 DequantizeLinear_onnx^^Conv_991_1" [id=162, type=DequantizeLinear]; +"161 QuantizeLinear_onnx^^Conv_991_1" [id=161, label="161 QuantizeLinear_onnx::Conv_991_1", type=QuantizeLinear]; +"162 DequantizeLinear_onnx^^Conv_991_1" [id=162, label="162 DequantizeLinear_onnx::Conv_991_1", type=DequantizeLinear]; "163 /Mixed_5d/branch1x1/conv/Conv" [id=163, type=Conv]; "164 /Mixed_5d/branch1x1/Relu" [id=164, type=Relu]; -"165 QuantizeLinear_onnx^^Conv_994_1" [id=165, type=QuantizeLinear]; -"166 DequantizeLinear_onnx^^Conv_994_1" [id=166, type=DequantizeLinear]; +"165 QuantizeLinear_onnx^^Conv_994_1" [id=165, label="165 QuantizeLinear_onnx::Conv_994_1", type=QuantizeLinear]; +"166 DequantizeLinear_onnx^^Conv_994_1" [id=166, label="166 DequantizeLinear_onnx::Conv_994_1", type=DequantizeLinear]; "167 /Mixed_5d/branch5x5_1/conv/Conv" [id=167, type=Conv]; "168 /Mixed_5d/branch5x5_1/Relu" [id=168, type=Relu]; "169 QuantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" [id=169, type=QuantizeLinear]; "170 DequantizeLinear_/Mixed_5d/branch5x5_1/Relu_output_0_1" [id=170, type=DequantizeLinear]; -"171 QuantizeLinear_onnx^^Conv_997_1" [id=171, type=QuantizeLinear]; -"172 DequantizeLinear_onnx^^Conv_997_1" [id=172, type=DequantizeLinear]; +"171 QuantizeLinear_onnx^^Conv_997_1" [id=171, label="171 QuantizeLinear_onnx::Conv_997_1", type=QuantizeLinear]; +"172 DequantizeLinear_onnx^^Conv_997_1" [id=172, label="172 DequantizeLinear_onnx::Conv_997_1", type=DequantizeLinear]; "173 /Mixed_5d/branch5x5_2/conv/Conv" [id=173, type=Conv]; "174 /Mixed_5d/branch5x5_2/Relu" [id=174, type=Relu]; -"175 QuantizeLinear_onnx^^Conv_1000_1" [id=175, type=QuantizeLinear]; -"176 DequantizeLinear_onnx^^Conv_1000_1" [id=176, type=DequantizeLinear]; +"175 QuantizeLinear_onnx^^Conv_1000_1" [id=175, label="175 QuantizeLinear_onnx::Conv_1000_1", type=QuantizeLinear]; +"176 DequantizeLinear_onnx^^Conv_1000_1" [id=176, label="176 DequantizeLinear_onnx::Conv_1000_1", type=DequantizeLinear]; "177 /Mixed_5d/branch3x3dbl_1/conv/Conv" [id=177, type=Conv]; "178 /Mixed_5d/branch3x3dbl_1/Relu" [id=178, type=Relu]; "179 QuantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" [id=179, type=QuantizeLinear]; "180 DequantizeLinear_/Mixed_5d/branch3x3dbl_1/Relu_output_0_1" [id=180, type=DequantizeLinear]; -"181 QuantizeLinear_onnx^^Conv_1003_1" [id=181, type=QuantizeLinear]; -"182 DequantizeLinear_onnx^^Conv_1003_1" [id=182, type=DequantizeLinear]; +"181 QuantizeLinear_onnx^^Conv_1003_1" [id=181, label="181 QuantizeLinear_onnx::Conv_1003_1", type=QuantizeLinear]; +"182 DequantizeLinear_onnx^^Conv_1003_1" [id=182, label="182 DequantizeLinear_onnx::Conv_1003_1", type=DequantizeLinear]; "183 /Mixed_5d/branch3x3dbl_2/conv/Conv" [id=183, type=Conv]; "184 /Mixed_5d/branch3x3dbl_2/Relu" [id=184, type=Relu]; "185 QuantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" [id=185, type=QuantizeLinear]; "186 DequantizeLinear_/Mixed_5d/branch3x3dbl_2/Relu_output_0_1" [id=186, type=DequantizeLinear]; -"187 QuantizeLinear_onnx^^Conv_1006_1" [id=187, type=QuantizeLinear]; -"188 DequantizeLinear_onnx^^Conv_1006_1" [id=188, type=DequantizeLinear]; +"187 QuantizeLinear_onnx^^Conv_1006_1" [id=187, label="187 QuantizeLinear_onnx::Conv_1006_1", type=QuantizeLinear]; +"188 DequantizeLinear_onnx^^Conv_1006_1" [id=188, label="188 DequantizeLinear_onnx::Conv_1006_1", type=DequantizeLinear]; "189 /Mixed_5d/branch3x3dbl_3/conv/Conv" [id=189, type=Conv]; "190 /Mixed_5d/branch3x3dbl_3/Relu" [id=190, type=Relu]; "191 /Mixed_5d/Constant" [id=191, type=Constant]; @@ -195,8 +195,8 @@ strict digraph { "193 /Mixed_5d/AveragePool" [id=193, type=AveragePool]; "194 QuantizeLinear_/Mixed_5d/AveragePool_output_0_1" [id=194, type=QuantizeLinear]; "195 DequantizeLinear_/Mixed_5d/AveragePool_output_0_1" [id=195, type=DequantizeLinear]; -"196 QuantizeLinear_onnx^^Conv_1009_1" [id=196, type=QuantizeLinear]; -"197 DequantizeLinear_onnx^^Conv_1009_1" [id=197, type=DequantizeLinear]; +"196 QuantizeLinear_onnx^^Conv_1009_1" [id=196, label="196 QuantizeLinear_onnx::Conv_1009_1", type=QuantizeLinear]; +"197 DequantizeLinear_onnx^^Conv_1009_1" [id=197, label="197 DequantizeLinear_onnx::Conv_1009_1", type=DequantizeLinear]; "198 /Mixed_5d/branch_pool/conv/Conv" [id=198, type=Conv]; "199 /Mixed_5d/branch_pool/Relu" [id=199, type=Relu]; "200 QuantizeLinear_/Mixed_5d/branch1x1/Relu_output_0_1" [id=200, type=QuantizeLinear]; @@ -208,24 +208,24 @@ strict digraph { "206 QuantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" [id=206, type=QuantizeLinear]; "207 DequantizeLinear_/Mixed_5d/branch_pool/Relu_output_0_1" [id=207, type=DequantizeLinear]; "208 /Mixed_5d/Concat" [id=208, type=Concat]; -"209 QuantizeLinear_onnx^^Conv_1012_1" [id=209, type=QuantizeLinear]; -"210 DequantizeLinear_onnx^^Conv_1012_1" [id=210, type=DequantizeLinear]; +"209 QuantizeLinear_onnx^^Conv_1012_1" [id=209, label="209 QuantizeLinear_onnx::Conv_1012_1", type=QuantizeLinear]; +"210 DequantizeLinear_onnx^^Conv_1012_1" [id=210, label="210 DequantizeLinear_onnx::Conv_1012_1", type=DequantizeLinear]; "211 /Mixed_6a/branch3x3/conv/Conv" [id=211, type=Conv]; "212 /Mixed_6a/branch3x3/Relu" [id=212, type=Relu]; -"213 QuantizeLinear_onnx^^Conv_1015_1" [id=213, type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_1015_1" [id=214, type=DequantizeLinear]; +"213 QuantizeLinear_onnx^^Conv_1015_1" [id=213, label="213 QuantizeLinear_onnx::Conv_1015_1", type=QuantizeLinear]; +"214 DequantizeLinear_onnx^^Conv_1015_1" [id=214, label="214 DequantizeLinear_onnx::Conv_1015_1", type=DequantizeLinear]; "215 /Mixed_6a/branch3x3dbl_1/conv/Conv" [id=215, type=Conv]; "216 /Mixed_6a/branch3x3dbl_1/Relu" [id=216, type=Relu]; "217 QuantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" [id=217, type=QuantizeLinear]; "218 DequantizeLinear_/Mixed_6a/branch3x3dbl_1/Relu_output_0_1" [id=218, type=DequantizeLinear]; -"219 QuantizeLinear_onnx^^Conv_1018_1" [id=219, type=QuantizeLinear]; -"220 DequantizeLinear_onnx^^Conv_1018_1" [id=220, type=DequantizeLinear]; +"219 QuantizeLinear_onnx^^Conv_1018_1" [id=219, label="219 QuantizeLinear_onnx::Conv_1018_1", type=QuantizeLinear]; +"220 DequantizeLinear_onnx^^Conv_1018_1" [id=220, label="220 DequantizeLinear_onnx::Conv_1018_1", type=DequantizeLinear]; "221 /Mixed_6a/branch3x3dbl_2/conv/Conv" [id=221, type=Conv]; "222 /Mixed_6a/branch3x3dbl_2/Relu" [id=222, type=Relu]; "223 QuantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" [id=223, type=QuantizeLinear]; "224 DequantizeLinear_/Mixed_6a/branch3x3dbl_2/Relu_output_0_1" [id=224, type=DequantizeLinear]; -"225 QuantizeLinear_onnx^^Conv_1021_1" [id=225, type=QuantizeLinear]; -"226 DequantizeLinear_onnx^^Conv_1021_1" [id=226, type=DequantizeLinear]; +"225 QuantizeLinear_onnx^^Conv_1021_1" [id=225, label="225 QuantizeLinear_onnx::Conv_1021_1", type=QuantizeLinear]; +"226 DequantizeLinear_onnx^^Conv_1021_1" [id=226, label="226 DequantizeLinear_onnx::Conv_1021_1", type=DequantizeLinear]; "227 /Mixed_6a/branch3x3dbl_3/conv/Conv" [id=227, type=Conv]; "228 /Mixed_6a/branch3x3dbl_3/Relu" [id=228, type=Relu]; "229 /Mixed_6a/MaxPool" [id=229, type=MaxPool]; @@ -234,52 +234,52 @@ strict digraph { "232 QuantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" [id=232, type=QuantizeLinear]; "233 DequantizeLinear_/Mixed_6a/branch3x3/Relu_output_0_1" [id=233, type=DequantizeLinear]; "234 /Mixed_6a/Concat" [id=234, type=Concat]; -"235 QuantizeLinear_onnx^^Conv_1024_1" [id=235, type=QuantizeLinear]; -"236 DequantizeLinear_onnx^^Conv_1024_1" [id=236, type=DequantizeLinear]; +"235 QuantizeLinear_onnx^^Conv_1024_1" [id=235, label="235 QuantizeLinear_onnx::Conv_1024_1", type=QuantizeLinear]; +"236 DequantizeLinear_onnx^^Conv_1024_1" [id=236, label="236 DequantizeLinear_onnx::Conv_1024_1", type=DequantizeLinear]; "237 /Mixed_6b/branch1x1/conv/Conv" [id=237, type=Conv]; "238 /Mixed_6b/branch1x1/Relu" [id=238, type=Relu]; -"239 QuantizeLinear_onnx^^Conv_1027_1" [id=239, type=QuantizeLinear]; -"240 DequantizeLinear_onnx^^Conv_1027_1" [id=240, type=DequantizeLinear]; +"239 QuantizeLinear_onnx^^Conv_1027_1" [id=239, label="239 QuantizeLinear_onnx::Conv_1027_1", type=QuantizeLinear]; +"240 DequantizeLinear_onnx^^Conv_1027_1" [id=240, label="240 DequantizeLinear_onnx::Conv_1027_1", type=DequantizeLinear]; "241 /Mixed_6b/branch7x7_1/conv/Conv" [id=241, type=Conv]; "242 /Mixed_6b/branch7x7_1/Relu" [id=242, type=Relu]; "243 QuantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" [id=243, type=QuantizeLinear]; "244 DequantizeLinear_/Mixed_6b/branch7x7_1/Relu_output_0_1" [id=244, type=DequantizeLinear]; -"245 QuantizeLinear_onnx^^Conv_1030_1" [id=245, type=QuantizeLinear]; -"246 DequantizeLinear_onnx^^Conv_1030_1" [id=246, type=DequantizeLinear]; +"245 QuantizeLinear_onnx^^Conv_1030_1" [id=245, label="245 QuantizeLinear_onnx::Conv_1030_1", type=QuantizeLinear]; +"246 DequantizeLinear_onnx^^Conv_1030_1" [id=246, label="246 DequantizeLinear_onnx::Conv_1030_1", type=DequantizeLinear]; "247 /Mixed_6b/branch7x7_2/conv/Conv" [id=247, type=Conv]; "248 /Mixed_6b/branch7x7_2/Relu" [id=248, type=Relu]; "249 QuantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" [id=249, type=QuantizeLinear]; "250 DequantizeLinear_/Mixed_6b/branch7x7_2/Relu_output_0_1" [id=250, type=DequantizeLinear]; -"251 QuantizeLinear_onnx^^Conv_1033_1" [id=251, type=QuantizeLinear]; -"252 DequantizeLinear_onnx^^Conv_1033_1" [id=252, type=DequantizeLinear]; +"251 QuantizeLinear_onnx^^Conv_1033_1" [id=251, label="251 QuantizeLinear_onnx::Conv_1033_1", type=QuantizeLinear]; +"252 DequantizeLinear_onnx^^Conv_1033_1" [id=252, label="252 DequantizeLinear_onnx::Conv_1033_1", type=DequantizeLinear]; "253 /Mixed_6b/branch7x7_3/conv/Conv" [id=253, type=Conv]; "254 /Mixed_6b/branch7x7_3/Relu" [id=254, type=Relu]; -"255 QuantizeLinear_onnx^^Conv_1036_1" [id=255, type=QuantizeLinear]; -"256 DequantizeLinear_onnx^^Conv_1036_1" [id=256, type=DequantizeLinear]; +"255 QuantizeLinear_onnx^^Conv_1036_1" [id=255, label="255 QuantizeLinear_onnx::Conv_1036_1", type=QuantizeLinear]; +"256 DequantizeLinear_onnx^^Conv_1036_1" [id=256, label="256 DequantizeLinear_onnx::Conv_1036_1", type=DequantizeLinear]; "257 /Mixed_6b/branch7x7dbl_1/conv/Conv" [id=257, type=Conv]; "258 /Mixed_6b/branch7x7dbl_1/Relu" [id=258, type=Relu]; "259 QuantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" [id=259, type=QuantizeLinear]; "260 DequantizeLinear_/Mixed_6b/branch7x7dbl_1/Relu_output_0_1" [id=260, type=DequantizeLinear]; -"261 QuantizeLinear_onnx^^Conv_1039_1" [id=261, type=QuantizeLinear]; -"262 DequantizeLinear_onnx^^Conv_1039_1" [id=262, type=DequantizeLinear]; +"261 QuantizeLinear_onnx^^Conv_1039_1" [id=261, label="261 QuantizeLinear_onnx::Conv_1039_1", type=QuantizeLinear]; +"262 DequantizeLinear_onnx^^Conv_1039_1" [id=262, label="262 DequantizeLinear_onnx::Conv_1039_1", type=DequantizeLinear]; "263 /Mixed_6b/branch7x7dbl_2/conv/Conv" [id=263, type=Conv]; "264 /Mixed_6b/branch7x7dbl_2/Relu" [id=264, type=Relu]; "265 QuantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" [id=265, type=QuantizeLinear]; "266 DequantizeLinear_/Mixed_6b/branch7x7dbl_2/Relu_output_0_1" [id=266, type=DequantizeLinear]; -"267 QuantizeLinear_onnx^^Conv_1042_1" [id=267, type=QuantizeLinear]; -"268 DequantizeLinear_onnx^^Conv_1042_1" [id=268, type=DequantizeLinear]; +"267 QuantizeLinear_onnx^^Conv_1042_1" [id=267, label="267 QuantizeLinear_onnx::Conv_1042_1", type=QuantizeLinear]; +"268 DequantizeLinear_onnx^^Conv_1042_1" [id=268, label="268 DequantizeLinear_onnx::Conv_1042_1", type=DequantizeLinear]; "269 /Mixed_6b/branch7x7dbl_3/conv/Conv" [id=269, type=Conv]; "270 /Mixed_6b/branch7x7dbl_3/Relu" [id=270, type=Relu]; "271 QuantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" [id=271, type=QuantizeLinear]; "272 DequantizeLinear_/Mixed_6b/branch7x7dbl_3/Relu_output_0_1" [id=272, type=DequantizeLinear]; -"273 QuantizeLinear_onnx^^Conv_1045_1" [id=273, type=QuantizeLinear]; -"274 DequantizeLinear_onnx^^Conv_1045_1" [id=274, type=DequantizeLinear]; +"273 QuantizeLinear_onnx^^Conv_1045_1" [id=273, label="273 QuantizeLinear_onnx::Conv_1045_1", type=QuantizeLinear]; +"274 DequantizeLinear_onnx^^Conv_1045_1" [id=274, label="274 DequantizeLinear_onnx::Conv_1045_1", type=DequantizeLinear]; "275 /Mixed_6b/branch7x7dbl_4/conv/Conv" [id=275, type=Conv]; "276 /Mixed_6b/branch7x7dbl_4/Relu" [id=276, type=Relu]; "277 QuantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" [id=277, type=QuantizeLinear]; "278 DequantizeLinear_/Mixed_6b/branch7x7dbl_4/Relu_output_0_1" [id=278, type=DequantizeLinear]; -"279 QuantizeLinear_onnx^^Conv_1048_1" [id=279, type=QuantizeLinear]; -"280 DequantizeLinear_onnx^^Conv_1048_1" [id=280, type=DequantizeLinear]; +"279 QuantizeLinear_onnx^^Conv_1048_1" [id=279, label="279 QuantizeLinear_onnx::Conv_1048_1", type=QuantizeLinear]; +"280 DequantizeLinear_onnx^^Conv_1048_1" [id=280, label="280 DequantizeLinear_onnx::Conv_1048_1", type=DequantizeLinear]; "281 /Mixed_6b/branch7x7dbl_5/conv/Conv" [id=281, type=Conv]; "282 /Mixed_6b/branch7x7dbl_5/Relu" [id=282, type=Relu]; "283 /Mixed_6b/Constant" [id=283, type=Constant]; @@ -287,8 +287,8 @@ strict digraph { "285 /Mixed_6b/AveragePool" [id=285, type=AveragePool]; "286 QuantizeLinear_/Mixed_6b/AveragePool_output_0_1" [id=286, type=QuantizeLinear]; "287 DequantizeLinear_/Mixed_6b/AveragePool_output_0_1" [id=287, type=DequantizeLinear]; -"288 QuantizeLinear_onnx^^Conv_1051_1" [id=288, type=QuantizeLinear]; -"289 DequantizeLinear_onnx^^Conv_1051_1" [id=289, type=DequantizeLinear]; +"288 QuantizeLinear_onnx^^Conv_1051_1" [id=288, label="288 QuantizeLinear_onnx::Conv_1051_1", type=QuantizeLinear]; +"289 DequantizeLinear_onnx^^Conv_1051_1" [id=289, label="289 DequantizeLinear_onnx::Conv_1051_1", type=DequantizeLinear]; "290 /Mixed_6b/branch_pool/conv/Conv" [id=290, type=Conv]; "291 /Mixed_6b/branch_pool/Relu" [id=291, type=Relu]; "292 QuantizeLinear_/Mixed_6b/branch7x7_3/Relu_output_0_1" [id=292, type=QuantizeLinear]; @@ -300,52 +300,52 @@ strict digraph { "298 QuantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" [id=298, type=QuantizeLinear]; "299 DequantizeLinear_/Mixed_6b/branch1x1/Relu_output_0_1" [id=299, type=DequantizeLinear]; "300 /Mixed_6b/Concat" [id=300, type=Concat]; -"301 QuantizeLinear_onnx^^Conv_1054_1" [id=301, type=QuantizeLinear]; -"302 DequantizeLinear_onnx^^Conv_1054_1" [id=302, type=DequantizeLinear]; +"301 QuantizeLinear_onnx^^Conv_1054_1" [id=301, label="301 QuantizeLinear_onnx::Conv_1054_1", type=QuantizeLinear]; +"302 DequantizeLinear_onnx^^Conv_1054_1" [id=302, label="302 DequantizeLinear_onnx::Conv_1054_1", type=DequantizeLinear]; "303 /Mixed_6c/branch1x1/conv/Conv" [id=303, type=Conv]; "304 /Mixed_6c/branch1x1/Relu" [id=304, type=Relu]; -"305 QuantizeLinear_onnx^^Conv_1057_1" [id=305, type=QuantizeLinear]; -"306 DequantizeLinear_onnx^^Conv_1057_1" [id=306, type=DequantizeLinear]; +"305 QuantizeLinear_onnx^^Conv_1057_1" [id=305, label="305 QuantizeLinear_onnx::Conv_1057_1", type=QuantizeLinear]; +"306 DequantizeLinear_onnx^^Conv_1057_1" [id=306, label="306 DequantizeLinear_onnx::Conv_1057_1", type=DequantizeLinear]; "307 /Mixed_6c/branch7x7_1/conv/Conv" [id=307, type=Conv]; "308 /Mixed_6c/branch7x7_1/Relu" [id=308, type=Relu]; "309 QuantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" [id=309, type=QuantizeLinear]; "310 DequantizeLinear_/Mixed_6c/branch7x7_1/Relu_output_0_1" [id=310, type=DequantizeLinear]; -"311 QuantizeLinear_onnx^^Conv_1060_1" [id=311, type=QuantizeLinear]; -"312 DequantizeLinear_onnx^^Conv_1060_1" [id=312, type=DequantizeLinear]; +"311 QuantizeLinear_onnx^^Conv_1060_1" [id=311, label="311 QuantizeLinear_onnx::Conv_1060_1", type=QuantizeLinear]; +"312 DequantizeLinear_onnx^^Conv_1060_1" [id=312, label="312 DequantizeLinear_onnx::Conv_1060_1", type=DequantizeLinear]; "313 /Mixed_6c/branch7x7_2/conv/Conv" [id=313, type=Conv]; "314 /Mixed_6c/branch7x7_2/Relu" [id=314, type=Relu]; "315 QuantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" [id=315, type=QuantizeLinear]; "316 DequantizeLinear_/Mixed_6c/branch7x7_2/Relu_output_0_1" [id=316, type=DequantizeLinear]; -"317 QuantizeLinear_onnx^^Conv_1063_1" [id=317, type=QuantizeLinear]; -"318 DequantizeLinear_onnx^^Conv_1063_1" [id=318, type=DequantizeLinear]; +"317 QuantizeLinear_onnx^^Conv_1063_1" [id=317, label="317 QuantizeLinear_onnx::Conv_1063_1", type=QuantizeLinear]; +"318 DequantizeLinear_onnx^^Conv_1063_1" [id=318, label="318 DequantizeLinear_onnx::Conv_1063_1", type=DequantizeLinear]; "319 /Mixed_6c/branch7x7_3/conv/Conv" [id=319, type=Conv]; "320 /Mixed_6c/branch7x7_3/Relu" [id=320, type=Relu]; -"321 QuantizeLinear_onnx^^Conv_1066_1" [id=321, type=QuantizeLinear]; -"322 DequantizeLinear_onnx^^Conv_1066_1" [id=322, type=DequantizeLinear]; +"321 QuantizeLinear_onnx^^Conv_1066_1" [id=321, label="321 QuantizeLinear_onnx::Conv_1066_1", type=QuantizeLinear]; +"322 DequantizeLinear_onnx^^Conv_1066_1" [id=322, label="322 DequantizeLinear_onnx::Conv_1066_1", type=DequantizeLinear]; "323 /Mixed_6c/branch7x7dbl_1/conv/Conv" [id=323, type=Conv]; "324 /Mixed_6c/branch7x7dbl_1/Relu" [id=324, type=Relu]; "325 QuantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" [id=325, type=QuantizeLinear]; "326 DequantizeLinear_/Mixed_6c/branch7x7dbl_1/Relu_output_0_1" [id=326, type=DequantizeLinear]; -"327 QuantizeLinear_onnx^^Conv_1069_1" [id=327, type=QuantizeLinear]; -"328 DequantizeLinear_onnx^^Conv_1069_1" [id=328, type=DequantizeLinear]; +"327 QuantizeLinear_onnx^^Conv_1069_1" [id=327, label="327 QuantizeLinear_onnx::Conv_1069_1", type=QuantizeLinear]; +"328 DequantizeLinear_onnx^^Conv_1069_1" [id=328, label="328 DequantizeLinear_onnx::Conv_1069_1", type=DequantizeLinear]; "329 /Mixed_6c/branch7x7dbl_2/conv/Conv" [id=329, type=Conv]; "330 /Mixed_6c/branch7x7dbl_2/Relu" [id=330, type=Relu]; "331 QuantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" [id=331, type=QuantizeLinear]; "332 DequantizeLinear_/Mixed_6c/branch7x7dbl_2/Relu_output_0_1" [id=332, type=DequantizeLinear]; -"333 QuantizeLinear_onnx^^Conv_1072_1" [id=333, type=QuantizeLinear]; -"334 DequantizeLinear_onnx^^Conv_1072_1" [id=334, type=DequantizeLinear]; +"333 QuantizeLinear_onnx^^Conv_1072_1" [id=333, label="333 QuantizeLinear_onnx::Conv_1072_1", type=QuantizeLinear]; +"334 DequantizeLinear_onnx^^Conv_1072_1" [id=334, label="334 DequantizeLinear_onnx::Conv_1072_1", type=DequantizeLinear]; "335 /Mixed_6c/branch7x7dbl_3/conv/Conv" [id=335, type=Conv]; "336 /Mixed_6c/branch7x7dbl_3/Relu" [id=336, type=Relu]; "337 QuantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" [id=337, type=QuantizeLinear]; "338 DequantizeLinear_/Mixed_6c/branch7x7dbl_3/Relu_output_0_1" [id=338, type=DequantizeLinear]; -"339 QuantizeLinear_onnx^^Conv_1075_1" [id=339, type=QuantizeLinear]; -"340 DequantizeLinear_onnx^^Conv_1075_1" [id=340, type=DequantizeLinear]; +"339 QuantizeLinear_onnx^^Conv_1075_1" [id=339, label="339 QuantizeLinear_onnx::Conv_1075_1", type=QuantizeLinear]; +"340 DequantizeLinear_onnx^^Conv_1075_1" [id=340, label="340 DequantizeLinear_onnx::Conv_1075_1", type=DequantizeLinear]; "341 /Mixed_6c/branch7x7dbl_4/conv/Conv" [id=341, type=Conv]; "342 /Mixed_6c/branch7x7dbl_4/Relu" [id=342, type=Relu]; "343 QuantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" [id=343, type=QuantizeLinear]; "344 DequantizeLinear_/Mixed_6c/branch7x7dbl_4/Relu_output_0_1" [id=344, type=DequantizeLinear]; -"345 QuantizeLinear_onnx^^Conv_1078_1" [id=345, type=QuantizeLinear]; -"346 DequantizeLinear_onnx^^Conv_1078_1" [id=346, type=DequantizeLinear]; +"345 QuantizeLinear_onnx^^Conv_1078_1" [id=345, label="345 QuantizeLinear_onnx::Conv_1078_1", type=QuantizeLinear]; +"346 DequantizeLinear_onnx^^Conv_1078_1" [id=346, label="346 DequantizeLinear_onnx::Conv_1078_1", type=DequantizeLinear]; "347 /Mixed_6c/branch7x7dbl_5/conv/Conv" [id=347, type=Conv]; "348 /Mixed_6c/branch7x7dbl_5/Relu" [id=348, type=Relu]; "349 /Mixed_6c/Constant" [id=349, type=Constant]; @@ -353,8 +353,8 @@ strict digraph { "351 /Mixed_6c/AveragePool" [id=351, type=AveragePool]; "352 QuantizeLinear_/Mixed_6c/AveragePool_output_0_1" [id=352, type=QuantizeLinear]; "353 DequantizeLinear_/Mixed_6c/AveragePool_output_0_1" [id=353, type=DequantizeLinear]; -"354 QuantizeLinear_onnx^^Conv_1081_1" [id=354, type=QuantizeLinear]; -"355 DequantizeLinear_onnx^^Conv_1081_1" [id=355, type=DequantizeLinear]; +"354 QuantizeLinear_onnx^^Conv_1081_1" [id=354, label="354 QuantizeLinear_onnx::Conv_1081_1", type=QuantizeLinear]; +"355 DequantizeLinear_onnx^^Conv_1081_1" [id=355, label="355 DequantizeLinear_onnx::Conv_1081_1", type=DequantizeLinear]; "356 /Mixed_6c/branch_pool/conv/Conv" [id=356, type=Conv]; "357 /Mixed_6c/branch_pool/Relu" [id=357, type=Relu]; "358 QuantizeLinear_/Mixed_6c/branch7x7_3/Relu_output_0_1" [id=358, type=QuantizeLinear]; @@ -366,52 +366,52 @@ strict digraph { "364 QuantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" [id=364, type=QuantizeLinear]; "365 DequantizeLinear_/Mixed_6c/branch7x7dbl_5/Relu_output_0_1" [id=365, type=DequantizeLinear]; "366 /Mixed_6c/Concat" [id=366, type=Concat]; -"367 QuantizeLinear_onnx^^Conv_1084_1" [id=367, type=QuantizeLinear]; -"368 DequantizeLinear_onnx^^Conv_1084_1" [id=368, type=DequantizeLinear]; +"367 QuantizeLinear_onnx^^Conv_1084_1" [id=367, label="367 QuantizeLinear_onnx::Conv_1084_1", type=QuantizeLinear]; +"368 DequantizeLinear_onnx^^Conv_1084_1" [id=368, label="368 DequantizeLinear_onnx::Conv_1084_1", type=DequantizeLinear]; "369 /Mixed_6d/branch1x1/conv/Conv" [id=369, type=Conv]; "370 /Mixed_6d/branch1x1/Relu" [id=370, type=Relu]; -"371 QuantizeLinear_onnx^^Conv_1087_1" [id=371, type=QuantizeLinear]; -"372 DequantizeLinear_onnx^^Conv_1087_1" [id=372, type=DequantizeLinear]; +"371 QuantizeLinear_onnx^^Conv_1087_1" [id=371, label="371 QuantizeLinear_onnx::Conv_1087_1", type=QuantizeLinear]; +"372 DequantizeLinear_onnx^^Conv_1087_1" [id=372, label="372 DequantizeLinear_onnx::Conv_1087_1", type=DequantizeLinear]; "373 /Mixed_6d/branch7x7_1/conv/Conv" [id=373, type=Conv]; "374 /Mixed_6d/branch7x7_1/Relu" [id=374, type=Relu]; "375 QuantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" [id=375, type=QuantizeLinear]; "376 DequantizeLinear_/Mixed_6d/branch7x7_1/Relu_output_0_1" [id=376, type=DequantizeLinear]; -"377 QuantizeLinear_onnx^^Conv_1090_1" [id=377, type=QuantizeLinear]; -"378 DequantizeLinear_onnx^^Conv_1090_1" [id=378, type=DequantizeLinear]; +"377 QuantizeLinear_onnx^^Conv_1090_1" [id=377, label="377 QuantizeLinear_onnx::Conv_1090_1", type=QuantizeLinear]; +"378 DequantizeLinear_onnx^^Conv_1090_1" [id=378, label="378 DequantizeLinear_onnx::Conv_1090_1", type=DequantizeLinear]; "379 /Mixed_6d/branch7x7_2/conv/Conv" [id=379, type=Conv]; "380 /Mixed_6d/branch7x7_2/Relu" [id=380, type=Relu]; "381 QuantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" [id=381, type=QuantizeLinear]; "382 DequantizeLinear_/Mixed_6d/branch7x7_2/Relu_output_0_1" [id=382, type=DequantizeLinear]; -"383 QuantizeLinear_onnx^^Conv_1093_1" [id=383, type=QuantizeLinear]; -"384 DequantizeLinear_onnx^^Conv_1093_1" [id=384, type=DequantizeLinear]; +"383 QuantizeLinear_onnx^^Conv_1093_1" [id=383, label="383 QuantizeLinear_onnx::Conv_1093_1", type=QuantizeLinear]; +"384 DequantizeLinear_onnx^^Conv_1093_1" [id=384, label="384 DequantizeLinear_onnx::Conv_1093_1", type=DequantizeLinear]; "385 /Mixed_6d/branch7x7_3/conv/Conv" [id=385, type=Conv]; "386 /Mixed_6d/branch7x7_3/Relu" [id=386, type=Relu]; -"387 QuantizeLinear_onnx^^Conv_1096_1" [id=387, type=QuantizeLinear]; -"388 DequantizeLinear_onnx^^Conv_1096_1" [id=388, type=DequantizeLinear]; +"387 QuantizeLinear_onnx^^Conv_1096_1" [id=387, label="387 QuantizeLinear_onnx::Conv_1096_1", type=QuantizeLinear]; +"388 DequantizeLinear_onnx^^Conv_1096_1" [id=388, label="388 DequantizeLinear_onnx::Conv_1096_1", type=DequantizeLinear]; "389 /Mixed_6d/branch7x7dbl_1/conv/Conv" [id=389, type=Conv]; "390 /Mixed_6d/branch7x7dbl_1/Relu" [id=390, type=Relu]; "391 QuantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" [id=391, type=QuantizeLinear]; "392 DequantizeLinear_/Mixed_6d/branch7x7dbl_1/Relu_output_0_1" [id=392, type=DequantizeLinear]; -"393 QuantizeLinear_onnx^^Conv_1099_1" [id=393, type=QuantizeLinear]; -"394 DequantizeLinear_onnx^^Conv_1099_1" [id=394, type=DequantizeLinear]; +"393 QuantizeLinear_onnx^^Conv_1099_1" [id=393, label="393 QuantizeLinear_onnx::Conv_1099_1", type=QuantizeLinear]; +"394 DequantizeLinear_onnx^^Conv_1099_1" [id=394, label="394 DequantizeLinear_onnx::Conv_1099_1", type=DequantizeLinear]; "395 /Mixed_6d/branch7x7dbl_2/conv/Conv" [id=395, type=Conv]; "396 /Mixed_6d/branch7x7dbl_2/Relu" [id=396, type=Relu]; "397 QuantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" [id=397, type=QuantizeLinear]; "398 DequantizeLinear_/Mixed_6d/branch7x7dbl_2/Relu_output_0_1" [id=398, type=DequantizeLinear]; -"399 QuantizeLinear_onnx^^Conv_1102_1" [id=399, type=QuantizeLinear]; -"400 DequantizeLinear_onnx^^Conv_1102_1" [id=400, type=DequantizeLinear]; +"399 QuantizeLinear_onnx^^Conv_1102_1" [id=399, label="399 QuantizeLinear_onnx::Conv_1102_1", type=QuantizeLinear]; +"400 DequantizeLinear_onnx^^Conv_1102_1" [id=400, label="400 DequantizeLinear_onnx::Conv_1102_1", type=DequantizeLinear]; "401 /Mixed_6d/branch7x7dbl_3/conv/Conv" [id=401, type=Conv]; "402 /Mixed_6d/branch7x7dbl_3/Relu" [id=402, type=Relu]; "403 QuantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" [id=403, type=QuantizeLinear]; "404 DequantizeLinear_/Mixed_6d/branch7x7dbl_3/Relu_output_0_1" [id=404, type=DequantizeLinear]; -"405 QuantizeLinear_onnx^^Conv_1105_1" [id=405, type=QuantizeLinear]; -"406 DequantizeLinear_onnx^^Conv_1105_1" [id=406, type=DequantizeLinear]; +"405 QuantizeLinear_onnx^^Conv_1105_1" [id=405, label="405 QuantizeLinear_onnx::Conv_1105_1", type=QuantizeLinear]; +"406 DequantizeLinear_onnx^^Conv_1105_1" [id=406, label="406 DequantizeLinear_onnx::Conv_1105_1", type=DequantizeLinear]; "407 /Mixed_6d/branch7x7dbl_4/conv/Conv" [id=407, type=Conv]; "408 /Mixed_6d/branch7x7dbl_4/Relu" [id=408, type=Relu]; "409 QuantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" [id=409, type=QuantizeLinear]; "410 DequantizeLinear_/Mixed_6d/branch7x7dbl_4/Relu_output_0_1" [id=410, type=DequantizeLinear]; -"411 QuantizeLinear_onnx^^Conv_1108_1" [id=411, type=QuantizeLinear]; -"412 DequantizeLinear_onnx^^Conv_1108_1" [id=412, type=DequantizeLinear]; +"411 QuantizeLinear_onnx^^Conv_1108_1" [id=411, label="411 QuantizeLinear_onnx::Conv_1108_1", type=QuantizeLinear]; +"412 DequantizeLinear_onnx^^Conv_1108_1" [id=412, label="412 DequantizeLinear_onnx::Conv_1108_1", type=DequantizeLinear]; "413 /Mixed_6d/branch7x7dbl_5/conv/Conv" [id=413, type=Conv]; "414 /Mixed_6d/branch7x7dbl_5/Relu" [id=414, type=Relu]; "415 /Mixed_6d/Constant" [id=415, type=Constant]; @@ -419,8 +419,8 @@ strict digraph { "417 /Mixed_6d/AveragePool" [id=417, type=AveragePool]; "418 QuantizeLinear_/Mixed_6d/AveragePool_output_0_1" [id=418, type=QuantizeLinear]; "419 DequantizeLinear_/Mixed_6d/AveragePool_output_0_1" [id=419, type=DequantizeLinear]; -"420 QuantizeLinear_onnx^^Conv_1111_1" [id=420, type=QuantizeLinear]; -"421 DequantizeLinear_onnx^^Conv_1111_1" [id=421, type=DequantizeLinear]; +"420 QuantizeLinear_onnx^^Conv_1111_1" [id=420, label="420 QuantizeLinear_onnx::Conv_1111_1", type=QuantizeLinear]; +"421 DequantizeLinear_onnx^^Conv_1111_1" [id=421, label="421 DequantizeLinear_onnx::Conv_1111_1", type=DequantizeLinear]; "422 /Mixed_6d/branch_pool/conv/Conv" [id=422, type=Conv]; "423 /Mixed_6d/branch_pool/Relu" [id=423, type=Relu]; "424 QuantizeLinear_/Mixed_6d/branch7x7dbl_5/Relu_output_0_1" [id=424, type=QuantizeLinear]; @@ -432,52 +432,52 @@ strict digraph { "430 QuantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" [id=430, type=QuantizeLinear]; "431 DequantizeLinear_/Mixed_6d/branch7x7_3/Relu_output_0_1" [id=431, type=DequantizeLinear]; "432 /Mixed_6d/Concat" [id=432, type=Concat]; -"433 QuantizeLinear_onnx^^Conv_1114_1" [id=433, type=QuantizeLinear]; -"434 DequantizeLinear_onnx^^Conv_1114_1" [id=434, type=DequantizeLinear]; +"433 QuantizeLinear_onnx^^Conv_1114_1" [id=433, label="433 QuantizeLinear_onnx::Conv_1114_1", type=QuantizeLinear]; +"434 DequantizeLinear_onnx^^Conv_1114_1" [id=434, label="434 DequantizeLinear_onnx::Conv_1114_1", type=DequantizeLinear]; "435 /Mixed_6e/branch1x1/conv/Conv" [id=435, type=Conv]; "436 /Mixed_6e/branch1x1/Relu" [id=436, type=Relu]; -"437 QuantizeLinear_onnx^^Conv_1117_1" [id=437, type=QuantizeLinear]; -"438 DequantizeLinear_onnx^^Conv_1117_1" [id=438, type=DequantizeLinear]; +"437 QuantizeLinear_onnx^^Conv_1117_1" [id=437, label="437 QuantizeLinear_onnx::Conv_1117_1", type=QuantizeLinear]; +"438 DequantizeLinear_onnx^^Conv_1117_1" [id=438, label="438 DequantizeLinear_onnx::Conv_1117_1", type=DequantizeLinear]; "439 /Mixed_6e/branch7x7_1/conv/Conv" [id=439, type=Conv]; "440 /Mixed_6e/branch7x7_1/Relu" [id=440, type=Relu]; "441 QuantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" [id=441, type=QuantizeLinear]; "442 DequantizeLinear_/Mixed_6e/branch7x7_1/Relu_output_0_1" [id=442, type=DequantizeLinear]; -"443 QuantizeLinear_onnx^^Conv_1120_1" [id=443, type=QuantizeLinear]; -"444 DequantizeLinear_onnx^^Conv_1120_1" [id=444, type=DequantizeLinear]; +"443 QuantizeLinear_onnx^^Conv_1120_1" [id=443, label="443 QuantizeLinear_onnx::Conv_1120_1", type=QuantizeLinear]; +"444 DequantizeLinear_onnx^^Conv_1120_1" [id=444, label="444 DequantizeLinear_onnx::Conv_1120_1", type=DequantizeLinear]; "445 /Mixed_6e/branch7x7_2/conv/Conv" [id=445, type=Conv]; "446 /Mixed_6e/branch7x7_2/Relu" [id=446, type=Relu]; "447 QuantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" [id=447, type=QuantizeLinear]; "448 DequantizeLinear_/Mixed_6e/branch7x7_2/Relu_output_0_1" [id=448, type=DequantizeLinear]; -"449 QuantizeLinear_onnx^^Conv_1123_1" [id=449, type=QuantizeLinear]; -"450 DequantizeLinear_onnx^^Conv_1123_1" [id=450, type=DequantizeLinear]; +"449 QuantizeLinear_onnx^^Conv_1123_1" [id=449, label="449 QuantizeLinear_onnx::Conv_1123_1", type=QuantizeLinear]; +"450 DequantizeLinear_onnx^^Conv_1123_1" [id=450, label="450 DequantizeLinear_onnx::Conv_1123_1", type=DequantizeLinear]; "451 /Mixed_6e/branch7x7_3/conv/Conv" [id=451, type=Conv]; "452 /Mixed_6e/branch7x7_3/Relu" [id=452, type=Relu]; -"453 QuantizeLinear_onnx^^Conv_1126_1" [id=453, type=QuantizeLinear]; -"454 DequantizeLinear_onnx^^Conv_1126_1" [id=454, type=DequantizeLinear]; +"453 QuantizeLinear_onnx^^Conv_1126_1" [id=453, label="453 QuantizeLinear_onnx::Conv_1126_1", type=QuantizeLinear]; +"454 DequantizeLinear_onnx^^Conv_1126_1" [id=454, label="454 DequantizeLinear_onnx::Conv_1126_1", type=DequantizeLinear]; "455 /Mixed_6e/branch7x7dbl_1/conv/Conv" [id=455, type=Conv]; "456 /Mixed_6e/branch7x7dbl_1/Relu" [id=456, type=Relu]; "457 QuantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" [id=457, type=QuantizeLinear]; "458 DequantizeLinear_/Mixed_6e/branch7x7dbl_1/Relu_output_0_1" [id=458, type=DequantizeLinear]; -"459 QuantizeLinear_onnx^^Conv_1129_1" [id=459, type=QuantizeLinear]; -"460 DequantizeLinear_onnx^^Conv_1129_1" [id=460, type=DequantizeLinear]; +"459 QuantizeLinear_onnx^^Conv_1129_1" [id=459, label="459 QuantizeLinear_onnx::Conv_1129_1", type=QuantizeLinear]; +"460 DequantizeLinear_onnx^^Conv_1129_1" [id=460, label="460 DequantizeLinear_onnx::Conv_1129_1", type=DequantizeLinear]; "461 /Mixed_6e/branch7x7dbl_2/conv/Conv" [id=461, type=Conv]; "462 /Mixed_6e/branch7x7dbl_2/Relu" [id=462, type=Relu]; "463 QuantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" [id=463, type=QuantizeLinear]; "464 DequantizeLinear_/Mixed_6e/branch7x7dbl_2/Relu_output_0_1" [id=464, type=DequantizeLinear]; -"465 QuantizeLinear_onnx^^Conv_1132_1" [id=465, type=QuantizeLinear]; -"466 DequantizeLinear_onnx^^Conv_1132_1" [id=466, type=DequantizeLinear]; +"465 QuantizeLinear_onnx^^Conv_1132_1" [id=465, label="465 QuantizeLinear_onnx::Conv_1132_1", type=QuantizeLinear]; +"466 DequantizeLinear_onnx^^Conv_1132_1" [id=466, label="466 DequantizeLinear_onnx::Conv_1132_1", type=DequantizeLinear]; "467 /Mixed_6e/branch7x7dbl_3/conv/Conv" [id=467, type=Conv]; "468 /Mixed_6e/branch7x7dbl_3/Relu" [id=468, type=Relu]; "469 QuantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" [id=469, type=QuantizeLinear]; "470 DequantizeLinear_/Mixed_6e/branch7x7dbl_3/Relu_output_0_1" [id=470, type=DequantizeLinear]; -"471 QuantizeLinear_onnx^^Conv_1135_1" [id=471, type=QuantizeLinear]; -"472 DequantizeLinear_onnx^^Conv_1135_1" [id=472, type=DequantizeLinear]; +"471 QuantizeLinear_onnx^^Conv_1135_1" [id=471, label="471 QuantizeLinear_onnx::Conv_1135_1", type=QuantizeLinear]; +"472 DequantizeLinear_onnx^^Conv_1135_1" [id=472, label="472 DequantizeLinear_onnx::Conv_1135_1", type=DequantizeLinear]; "473 /Mixed_6e/branch7x7dbl_4/conv/Conv" [id=473, type=Conv]; "474 /Mixed_6e/branch7x7dbl_4/Relu" [id=474, type=Relu]; "475 QuantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" [id=475, type=QuantizeLinear]; "476 DequantizeLinear_/Mixed_6e/branch7x7dbl_4/Relu_output_0_1" [id=476, type=DequantizeLinear]; -"477 QuantizeLinear_onnx^^Conv_1138_1" [id=477, type=QuantizeLinear]; -"478 DequantizeLinear_onnx^^Conv_1138_1" [id=478, type=DequantizeLinear]; +"477 QuantizeLinear_onnx^^Conv_1138_1" [id=477, label="477 QuantizeLinear_onnx::Conv_1138_1", type=QuantizeLinear]; +"478 DequantizeLinear_onnx^^Conv_1138_1" [id=478, label="478 DequantizeLinear_onnx::Conv_1138_1", type=DequantizeLinear]; "479 /Mixed_6e/branch7x7dbl_5/conv/Conv" [id=479, type=Conv]; "480 /Mixed_6e/branch7x7dbl_5/Relu" [id=480, type=Relu]; "481 /Mixed_6e/Constant" [id=481, type=Constant]; @@ -485,8 +485,8 @@ strict digraph { "483 /Mixed_6e/AveragePool" [id=483, type=AveragePool]; "484 QuantizeLinear_/Mixed_6e/AveragePool_output_0_1" [id=484, type=QuantizeLinear]; "485 DequantizeLinear_/Mixed_6e/AveragePool_output_0_1" [id=485, type=DequantizeLinear]; -"486 QuantizeLinear_onnx^^Conv_1141_1" [id=486, type=QuantizeLinear]; -"487 DequantizeLinear_onnx^^Conv_1141_1" [id=487, type=DequantizeLinear]; +"486 QuantizeLinear_onnx^^Conv_1141_1" [id=486, label="486 QuantizeLinear_onnx::Conv_1141_1", type=QuantizeLinear]; +"487 DequantizeLinear_onnx^^Conv_1141_1" [id=487, label="487 DequantizeLinear_onnx::Conv_1141_1", type=DequantizeLinear]; "488 /Mixed_6e/branch_pool/conv/Conv" [id=488, type=Conv]; "489 /Mixed_6e/branch_pool/Relu" [id=489, type=Relu]; "490 QuantizeLinear_/Mixed_6e/branch7x7dbl_5/Relu_output_0_1" [id=490, type=QuantizeLinear]; @@ -498,36 +498,36 @@ strict digraph { "496 QuantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" [id=496, type=QuantizeLinear]; "497 DequantizeLinear_/Mixed_6e/branch1x1/Relu_output_0_1" [id=497, type=DequantizeLinear]; "498 /Mixed_6e/Concat" [id=498, type=Concat]; -"499 QuantizeLinear_onnx^^Conv_1144_1" [id=499, type=QuantizeLinear]; -"500 DequantizeLinear_onnx^^Conv_1144_1" [id=500, type=DequantizeLinear]; +"499 QuantizeLinear_onnx^^Conv_1144_1" [id=499, label="499 QuantizeLinear_onnx::Conv_1144_1", type=QuantizeLinear]; +"500 DequantizeLinear_onnx^^Conv_1144_1" [id=500, label="500 DequantizeLinear_onnx::Conv_1144_1", type=DequantizeLinear]; "501 /Mixed_7a/branch3x3_1/conv/Conv" [id=501, type=Conv]; "502 /Mixed_7a/branch3x3_1/Relu" [id=502, type=Relu]; "503 QuantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" [id=503, type=QuantizeLinear]; "504 DequantizeLinear_/Mixed_7a/branch3x3_1/Relu_output_0_1" [id=504, type=DequantizeLinear]; -"505 QuantizeLinear_onnx^^Conv_1147_1" [id=505, type=QuantizeLinear]; -"506 DequantizeLinear_onnx^^Conv_1147_1" [id=506, type=DequantizeLinear]; +"505 QuantizeLinear_onnx^^Conv_1147_1" [id=505, label="505 QuantizeLinear_onnx::Conv_1147_1", type=QuantizeLinear]; +"506 DequantizeLinear_onnx^^Conv_1147_1" [id=506, label="506 DequantizeLinear_onnx::Conv_1147_1", type=DequantizeLinear]; "507 /Mixed_7a/branch3x3_2/conv/Conv" [id=507, type=Conv]; "508 /Mixed_7a/branch3x3_2/Relu" [id=508, type=Relu]; -"509 QuantizeLinear_onnx^^Conv_1150_1" [id=509, type=QuantizeLinear]; -"510 DequantizeLinear_onnx^^Conv_1150_1" [id=510, type=DequantizeLinear]; +"509 QuantizeLinear_onnx^^Conv_1150_1" [id=509, label="509 QuantizeLinear_onnx::Conv_1150_1", type=QuantizeLinear]; +"510 DequantizeLinear_onnx^^Conv_1150_1" [id=510, label="510 DequantizeLinear_onnx::Conv_1150_1", type=DequantizeLinear]; "511 /Mixed_7a/branch7x7x3_1/conv/Conv" [id=511, type=Conv]; "512 /Mixed_7a/branch7x7x3_1/Relu" [id=512, type=Relu]; "513 QuantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" [id=513, type=QuantizeLinear]; "514 DequantizeLinear_/Mixed_7a/branch7x7x3_1/Relu_output_0_1" [id=514, type=DequantizeLinear]; -"515 QuantizeLinear_onnx^^Conv_1153_1" [id=515, type=QuantizeLinear]; -"516 DequantizeLinear_onnx^^Conv_1153_1" [id=516, type=DequantizeLinear]; +"515 QuantizeLinear_onnx^^Conv_1153_1" [id=515, label="515 QuantizeLinear_onnx::Conv_1153_1", type=QuantizeLinear]; +"516 DequantizeLinear_onnx^^Conv_1153_1" [id=516, label="516 DequantizeLinear_onnx::Conv_1153_1", type=DequantizeLinear]; "517 /Mixed_7a/branch7x7x3_2/conv/Conv" [id=517, type=Conv]; "518 /Mixed_7a/branch7x7x3_2/Relu" [id=518, type=Relu]; "519 QuantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" [id=519, type=QuantizeLinear]; "520 DequantizeLinear_/Mixed_7a/branch7x7x3_2/Relu_output_0_1" [id=520, type=DequantizeLinear]; -"521 QuantizeLinear_onnx^^Conv_1156_1" [id=521, type=QuantizeLinear]; -"522 DequantizeLinear_onnx^^Conv_1156_1" [id=522, type=DequantizeLinear]; +"521 QuantizeLinear_onnx^^Conv_1156_1" [id=521, label="521 QuantizeLinear_onnx::Conv_1156_1", type=QuantizeLinear]; +"522 DequantizeLinear_onnx^^Conv_1156_1" [id=522, label="522 DequantizeLinear_onnx::Conv_1156_1", type=DequantizeLinear]; "523 /Mixed_7a/branch7x7x3_3/conv/Conv" [id=523, type=Conv]; "524 /Mixed_7a/branch7x7x3_3/Relu" [id=524, type=Relu]; "525 QuantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" [id=525, type=QuantizeLinear]; "526 DequantizeLinear_/Mixed_7a/branch7x7x3_3/Relu_output_0_1" [id=526, type=DequantizeLinear]; -"527 QuantizeLinear_onnx^^Conv_1159_1" [id=527, type=QuantizeLinear]; -"528 DequantizeLinear_onnx^^Conv_1159_1" [id=528, type=DequantizeLinear]; +"527 QuantizeLinear_onnx^^Conv_1159_1" [id=527, label="527 QuantizeLinear_onnx::Conv_1159_1", type=QuantizeLinear]; +"528 DequantizeLinear_onnx^^Conv_1159_1" [id=528, label="528 DequantizeLinear_onnx::Conv_1159_1", type=DequantizeLinear]; "529 /Mixed_7a/branch7x7x3_4/conv/Conv" [id=529, type=Conv]; "530 /Mixed_7a/branch7x7x3_4/Relu" [id=530, type=Relu]; "531 /Mixed_7a/MaxPool" [id=531, type=MaxPool]; @@ -536,42 +536,42 @@ strict digraph { "534 QuantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" [id=534, type=QuantizeLinear]; "535 DequantizeLinear_/Mixed_7a/branch3x3_2/Relu_output_0_1" [id=535, type=DequantizeLinear]; "536 /Mixed_7a/Concat" [id=536, type=Concat]; -"537 QuantizeLinear_onnx^^Conv_1162_1" [id=537, type=QuantizeLinear]; -"538 DequantizeLinear_onnx^^Conv_1162_1" [id=538, type=DequantizeLinear]; +"537 QuantizeLinear_onnx^^Conv_1162_1" [id=537, label="537 QuantizeLinear_onnx::Conv_1162_1", type=QuantizeLinear]; +"538 DequantizeLinear_onnx^^Conv_1162_1" [id=538, label="538 DequantizeLinear_onnx::Conv_1162_1", type=DequantizeLinear]; "539 /Mixed_7b/branch1x1/conv/Conv" [id=539, type=Conv]; "540 /Mixed_7b/branch1x1/Relu" [id=540, type=Relu]; -"541 QuantizeLinear_onnx^^Conv_1165_1" [id=541, type=QuantizeLinear]; -"542 DequantizeLinear_onnx^^Conv_1165_1" [id=542, type=DequantizeLinear]; +"541 QuantizeLinear_onnx^^Conv_1165_1" [id=541, label="541 QuantizeLinear_onnx::Conv_1165_1", type=QuantizeLinear]; +"542 DequantizeLinear_onnx^^Conv_1165_1" [id=542, label="542 DequantizeLinear_onnx::Conv_1165_1", type=DequantizeLinear]; "543 /Mixed_7b/branch3x3_1/conv/Conv" [id=543, type=Conv]; "544 /Mixed_7b/branch3x3_1/Relu" [id=544, type=Relu]; "545 QuantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" [id=545, type=QuantizeLinear]; "546 DequantizeLinear_/Mixed_7b/branch3x3_1/Relu_output_0_1" [id=546, type=DequantizeLinear]; -"547 QuantizeLinear_onnx^^Conv_1168_1" [id=547, type=QuantizeLinear]; -"548 DequantizeLinear_onnx^^Conv_1168_1" [id=548, type=DequantizeLinear]; +"547 QuantizeLinear_onnx^^Conv_1168_1" [id=547, label="547 QuantizeLinear_onnx::Conv_1168_1", type=QuantizeLinear]; +"548 DequantizeLinear_onnx^^Conv_1168_1" [id=548, label="548 DequantizeLinear_onnx::Conv_1168_1", type=DequantizeLinear]; "549 /Mixed_7b/branch3x3_2a/conv/Conv" [id=549, type=Conv]; "550 /Mixed_7b/branch3x3_2a/Relu" [id=550, type=Relu]; -"551 QuantizeLinear_onnx^^Conv_1171_1" [id=551, type=QuantizeLinear]; -"552 DequantizeLinear_onnx^^Conv_1171_1" [id=552, type=DequantizeLinear]; +"551 QuantizeLinear_onnx^^Conv_1171_1" [id=551, label="551 QuantizeLinear_onnx::Conv_1171_1", type=QuantizeLinear]; +"552 DequantizeLinear_onnx^^Conv_1171_1" [id=552, label="552 DequantizeLinear_onnx::Conv_1171_1", type=DequantizeLinear]; "553 /Mixed_7b/branch3x3_2b/conv/Conv" [id=553, type=Conv]; "554 /Mixed_7b/branch3x3_2b/Relu" [id=554, type=Relu]; -"555 QuantizeLinear_onnx^^Conv_1174_1" [id=555, type=QuantizeLinear]; -"556 DequantizeLinear_onnx^^Conv_1174_1" [id=556, type=DequantizeLinear]; +"555 QuantizeLinear_onnx^^Conv_1174_1" [id=555, label="555 QuantizeLinear_onnx::Conv_1174_1", type=QuantizeLinear]; +"556 DequantizeLinear_onnx^^Conv_1174_1" [id=556, label="556 DequantizeLinear_onnx::Conv_1174_1", type=DequantizeLinear]; "557 /Mixed_7b/branch3x3dbl_1/conv/Conv" [id=557, type=Conv]; "558 /Mixed_7b/branch3x3dbl_1/Relu" [id=558, type=Relu]; "559 QuantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" [id=559, type=QuantizeLinear]; "560 DequantizeLinear_/Mixed_7b/branch3x3dbl_1/Relu_output_0_1" [id=560, type=DequantizeLinear]; -"561 QuantizeLinear_onnx^^Conv_1177_1" [id=561, type=QuantizeLinear]; -"562 DequantizeLinear_onnx^^Conv_1177_1" [id=562, type=DequantizeLinear]; +"561 QuantizeLinear_onnx^^Conv_1177_1" [id=561, label="561 QuantizeLinear_onnx::Conv_1177_1", type=QuantizeLinear]; +"562 DequantizeLinear_onnx^^Conv_1177_1" [id=562, label="562 DequantizeLinear_onnx::Conv_1177_1", type=DequantizeLinear]; "563 /Mixed_7b/branch3x3dbl_2/conv/Conv" [id=563, type=Conv]; "564 /Mixed_7b/branch3x3dbl_2/Relu" [id=564, type=Relu]; "565 QuantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" [id=565, type=QuantizeLinear]; "566 DequantizeLinear_/Mixed_7b/branch3x3dbl_2/Relu_output_0_1" [id=566, type=DequantizeLinear]; -"567 QuantizeLinear_onnx^^Conv_1180_1" [id=567, type=QuantizeLinear]; -"568 DequantizeLinear_onnx^^Conv_1180_1" [id=568, type=DequantizeLinear]; +"567 QuantizeLinear_onnx^^Conv_1180_1" [id=567, label="567 QuantizeLinear_onnx::Conv_1180_1", type=QuantizeLinear]; +"568 DequantizeLinear_onnx^^Conv_1180_1" [id=568, label="568 DequantizeLinear_onnx::Conv_1180_1", type=DequantizeLinear]; "569 /Mixed_7b/branch3x3dbl_3a/conv/Conv" [id=569, type=Conv]; "570 /Mixed_7b/branch3x3dbl_3a/Relu" [id=570, type=Relu]; -"571 QuantizeLinear_onnx^^Conv_1183_1" [id=571, type=QuantizeLinear]; -"572 DequantizeLinear_onnx^^Conv_1183_1" [id=572, type=DequantizeLinear]; +"571 QuantizeLinear_onnx^^Conv_1183_1" [id=571, label="571 QuantizeLinear_onnx::Conv_1183_1", type=QuantizeLinear]; +"572 DequantizeLinear_onnx^^Conv_1183_1" [id=572, label="572 DequantizeLinear_onnx::Conv_1183_1", type=DequantizeLinear]; "573 /Mixed_7b/branch3x3dbl_3b/conv/Conv" [id=573, type=Conv]; "574 /Mixed_7b/branch3x3dbl_3b/Relu" [id=574, type=Relu]; "575 /Mixed_7b/Constant" [id=575, type=Constant]; @@ -579,8 +579,8 @@ strict digraph { "577 /Mixed_7b/AveragePool" [id=577, type=AveragePool]; "578 QuantizeLinear_/Mixed_7b/AveragePool_output_0_1" [id=578, type=QuantizeLinear]; "579 DequantizeLinear_/Mixed_7b/AveragePool_output_0_1" [id=579, type=DequantizeLinear]; -"580 QuantizeLinear_onnx^^Conv_1186_1" [id=580, type=QuantizeLinear]; -"581 DequantizeLinear_onnx^^Conv_1186_1" [id=581, type=DequantizeLinear]; +"580 QuantizeLinear_onnx^^Conv_1186_1" [id=580, label="580 QuantizeLinear_onnx::Conv_1186_1", type=QuantizeLinear]; +"581 DequantizeLinear_onnx^^Conv_1186_1" [id=581, label="581 DequantizeLinear_onnx::Conv_1186_1", type=DequantizeLinear]; "582 /Mixed_7b/branch_pool/conv/Conv" [id=582, type=Conv]; "583 /Mixed_7b/branch_pool/Relu" [id=583, type=Relu]; "584 QuantizeLinear_/Mixed_7b/branch1x1/Relu_output_0_1" [id=584, type=QuantizeLinear]; @@ -596,42 +596,42 @@ strict digraph { "594 QuantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" [id=594, type=QuantizeLinear]; "595 DequantizeLinear_/Mixed_7b/branch_pool/Relu_output_0_1" [id=595, type=DequantizeLinear]; "596 /Mixed_7b/Concat" [id=596, type=Concat]; -"597 QuantizeLinear_onnx^^Conv_1189_1" [id=597, type=QuantizeLinear]; -"598 DequantizeLinear_onnx^^Conv_1189_1" [id=598, type=DequantizeLinear]; +"597 QuantizeLinear_onnx^^Conv_1189_1" [id=597, label="597 QuantizeLinear_onnx::Conv_1189_1", type=QuantizeLinear]; +"598 DequantizeLinear_onnx^^Conv_1189_1" [id=598, label="598 DequantizeLinear_onnx::Conv_1189_1", type=DequantizeLinear]; "599 /Mixed_7c/branch1x1/conv/Conv" [id=599, type=Conv]; "600 /Mixed_7c/branch1x1/Relu" [id=600, type=Relu]; -"601 QuantizeLinear_onnx^^Conv_1192_1" [id=601, type=QuantizeLinear]; -"602 DequantizeLinear_onnx^^Conv_1192_1" [id=602, type=DequantizeLinear]; +"601 QuantizeLinear_onnx^^Conv_1192_1" [id=601, label="601 QuantizeLinear_onnx::Conv_1192_1", type=QuantizeLinear]; +"602 DequantizeLinear_onnx^^Conv_1192_1" [id=602, label="602 DequantizeLinear_onnx::Conv_1192_1", type=DequantizeLinear]; "603 /Mixed_7c/branch3x3_1/conv/Conv" [id=603, type=Conv]; "604 /Mixed_7c/branch3x3_1/Relu" [id=604, type=Relu]; "605 QuantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" [id=605, type=QuantizeLinear]; "606 DequantizeLinear_/Mixed_7c/branch3x3_1/Relu_output_0_1" [id=606, type=DequantizeLinear]; -"607 QuantizeLinear_onnx^^Conv_1195_1" [id=607, type=QuantizeLinear]; -"608 DequantizeLinear_onnx^^Conv_1195_1" [id=608, type=DequantizeLinear]; +"607 QuantizeLinear_onnx^^Conv_1195_1" [id=607, label="607 QuantizeLinear_onnx::Conv_1195_1", type=QuantizeLinear]; +"608 DequantizeLinear_onnx^^Conv_1195_1" [id=608, label="608 DequantizeLinear_onnx::Conv_1195_1", type=DequantizeLinear]; "609 /Mixed_7c/branch3x3_2a/conv/Conv" [id=609, type=Conv]; "610 /Mixed_7c/branch3x3_2a/Relu" [id=610, type=Relu]; -"611 QuantizeLinear_onnx^^Conv_1198_1" [id=611, type=QuantizeLinear]; -"612 DequantizeLinear_onnx^^Conv_1198_1" [id=612, type=DequantizeLinear]; +"611 QuantizeLinear_onnx^^Conv_1198_1" [id=611, label="611 QuantizeLinear_onnx::Conv_1198_1", type=QuantizeLinear]; +"612 DequantizeLinear_onnx^^Conv_1198_1" [id=612, label="612 DequantizeLinear_onnx::Conv_1198_1", type=DequantizeLinear]; "613 /Mixed_7c/branch3x3_2b/conv/Conv" [id=613, type=Conv]; "614 /Mixed_7c/branch3x3_2b/Relu" [id=614, type=Relu]; -"615 QuantizeLinear_onnx^^Conv_1201_1" [id=615, type=QuantizeLinear]; -"616 DequantizeLinear_onnx^^Conv_1201_1" [id=616, type=DequantizeLinear]; +"615 QuantizeLinear_onnx^^Conv_1201_1" [id=615, label="615 QuantizeLinear_onnx::Conv_1201_1", type=QuantizeLinear]; +"616 DequantizeLinear_onnx^^Conv_1201_1" [id=616, label="616 DequantizeLinear_onnx::Conv_1201_1", type=DequantizeLinear]; "617 /Mixed_7c/branch3x3dbl_1/conv/Conv" [id=617, type=Conv]; "618 /Mixed_7c/branch3x3dbl_1/Relu" [id=618, type=Relu]; "619 QuantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" [id=619, type=QuantizeLinear]; "620 DequantizeLinear_/Mixed_7c/branch3x3dbl_1/Relu_output_0_1" [id=620, type=DequantizeLinear]; -"621 QuantizeLinear_onnx^^Conv_1204_1" [id=621, type=QuantizeLinear]; -"622 DequantizeLinear_onnx^^Conv_1204_1" [id=622, type=DequantizeLinear]; +"621 QuantizeLinear_onnx^^Conv_1204_1" [id=621, label="621 QuantizeLinear_onnx::Conv_1204_1", type=QuantizeLinear]; +"622 DequantizeLinear_onnx^^Conv_1204_1" [id=622, label="622 DequantizeLinear_onnx::Conv_1204_1", type=DequantizeLinear]; "623 /Mixed_7c/branch3x3dbl_2/conv/Conv" [id=623, type=Conv]; "624 /Mixed_7c/branch3x3dbl_2/Relu" [id=624, type=Relu]; "625 QuantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" [id=625, type=QuantizeLinear]; "626 DequantizeLinear_/Mixed_7c/branch3x3dbl_2/Relu_output_0_1" [id=626, type=DequantizeLinear]; -"627 QuantizeLinear_onnx^^Conv_1207_1" [id=627, type=QuantizeLinear]; -"628 DequantizeLinear_onnx^^Conv_1207_1" [id=628, type=DequantizeLinear]; +"627 QuantizeLinear_onnx^^Conv_1207_1" [id=627, label="627 QuantizeLinear_onnx::Conv_1207_1", type=QuantizeLinear]; +"628 DequantizeLinear_onnx^^Conv_1207_1" [id=628, label="628 DequantizeLinear_onnx::Conv_1207_1", type=DequantizeLinear]; "629 /Mixed_7c/branch3x3dbl_3a/conv/Conv" [id=629, type=Conv]; "630 /Mixed_7c/branch3x3dbl_3a/Relu" [id=630, type=Relu]; -"631 QuantizeLinear_onnx^^Conv_1210_1" [id=631, type=QuantizeLinear]; -"632 DequantizeLinear_onnx^^Conv_1210_1" [id=632, type=DequantizeLinear]; +"631 QuantizeLinear_onnx^^Conv_1210_1" [id=631, label="631 QuantizeLinear_onnx::Conv_1210_1", type=QuantizeLinear]; +"632 DequantizeLinear_onnx^^Conv_1210_1" [id=632, label="632 DequantizeLinear_onnx::Conv_1210_1", type=DequantizeLinear]; "633 /Mixed_7c/branch3x3dbl_3b/conv/Conv" [id=633, type=Conv]; "634 /Mixed_7c/branch3x3dbl_3b/Relu" [id=634, type=Relu]; "635 /Mixed_7c/Constant" [id=635, type=Constant]; @@ -639,8 +639,8 @@ strict digraph { "637 /Mixed_7c/AveragePool" [id=637, type=AveragePool]; "638 QuantizeLinear_/Mixed_7c/AveragePool_output_0_1" [id=638, type=QuantizeLinear]; "639 DequantizeLinear_/Mixed_7c/AveragePool_output_0_1" [id=639, type=DequantizeLinear]; -"640 QuantizeLinear_onnx^^Conv_1213_1" [id=640, type=QuantizeLinear]; -"641 DequantizeLinear_onnx^^Conv_1213_1" [id=641, type=DequantizeLinear]; +"640 QuantizeLinear_onnx^^Conv_1213_1" [id=640, label="640 QuantizeLinear_onnx::Conv_1213_1", type=QuantizeLinear]; +"641 DequantizeLinear_onnx^^Conv_1213_1" [id=641, label="641 DequantizeLinear_onnx::Conv_1213_1", type=DequantizeLinear]; "642 /Mixed_7c/branch_pool/conv/Conv" [id=642, type=Conv]; "643 /Mixed_7c/branch_pool/Relu" [id=643, type=Relu]; "644 QuantizeLinear_/Mixed_7c/branch1x1/Relu_output_0_1" [id=644, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot b/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot index 8c002cccc63..aebd11598c4 100644 --- a/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot +++ b/tests/onnx/data/reference_graphs/quantization/mnasnet0_5.dot @@ -1,327 +1,327 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_467_1" [id=2, type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_467_1" [id=3, type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_467_1" [id=2, label="2 QuantizeLinear_onnx::Conv_467_1", type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_467_1" [id=3, label="3 DequantizeLinear_onnx::Conv_467_1", type=DequantizeLinear]; "4 /layers/layers.0/Conv" [id=4, type=Conv]; "5 /layers/layers.2/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/layers/layers.2/Relu_output_0_1" [id=6, type=QuantizeLinear]; "7 DequantizeLinear_/layers/layers.2/Relu_output_0_1" [id=7, type=DequantizeLinear]; -"8 QuantizeLinear_onnx^^Conv_470_1" [id=8, type=QuantizeLinear]; -"9 DequantizeLinear_onnx^^Conv_470_1" [id=9, type=DequantizeLinear]; +"8 QuantizeLinear_onnx^^Conv_470_1" [id=8, label="8 QuantizeLinear_onnx::Conv_470_1", type=QuantizeLinear]; +"9 DequantizeLinear_onnx^^Conv_470_1" [id=9, label="9 DequantizeLinear_onnx::Conv_470_1", type=DequantizeLinear]; "10 /layers/layers.3/Conv" [id=10, type=Conv]; "11 /layers/layers.5/Relu" [id=11, type=Relu]; "12 QuantizeLinear_/layers/layers.5/Relu_output_0_1" [id=12, type=QuantizeLinear]; "13 DequantizeLinear_/layers/layers.5/Relu_output_0_1" [id=13, type=DequantizeLinear]; -"14 QuantizeLinear_onnx^^Conv_473_1" [id=14, type=QuantizeLinear]; -"15 DequantizeLinear_onnx^^Conv_473_1" [id=15, type=DequantizeLinear]; +"14 QuantizeLinear_onnx^^Conv_473_1" [id=14, label="14 QuantizeLinear_onnx::Conv_473_1", type=QuantizeLinear]; +"15 DequantizeLinear_onnx^^Conv_473_1" [id=15, label="15 DequantizeLinear_onnx::Conv_473_1", type=DequantizeLinear]; "16 /layers/layers.6/Conv" [id=16, type=Conv]; "17 QuantizeLinear_/layers/layers.6/Conv_output_0_1" [id=17, type=QuantizeLinear]; "18 DequantizeLinear_/layers/layers.6/Conv_output_0_1" [id=18, type=DequantizeLinear]; -"19 QuantizeLinear_onnx^^Conv_476_1" [id=19, type=QuantizeLinear]; -"20 DequantizeLinear_onnx^^Conv_476_1" [id=20, type=DequantizeLinear]; +"19 QuantizeLinear_onnx^^Conv_476_1" [id=19, label="19 QuantizeLinear_onnx::Conv_476_1", type=QuantizeLinear]; +"20 DequantizeLinear_onnx^^Conv_476_1" [id=20, label="20 DequantizeLinear_onnx::Conv_476_1", type=DequantizeLinear]; "21 /layers/layers.8/layers.8.0/layers/layers.0/Conv" [id=21, type=Conv]; "22 /layers/layers.8/layers.8.0/layers/layers.2/Relu" [id=22, type=Relu]; "23 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" [id=23, type=QuantizeLinear]; "24 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.2/Relu_output_0_1" [id=24, type=DequantizeLinear]; -"25 QuantizeLinear_onnx^^Conv_479_1" [id=25, type=QuantizeLinear]; -"26 DequantizeLinear_onnx^^Conv_479_1" [id=26, type=DequantizeLinear]; +"25 QuantizeLinear_onnx^^Conv_479_1" [id=25, label="25 QuantizeLinear_onnx::Conv_479_1", type=QuantizeLinear]; +"26 DequantizeLinear_onnx^^Conv_479_1" [id=26, label="26 DequantizeLinear_onnx::Conv_479_1", type=DequantizeLinear]; "27 /layers/layers.8/layers.8.0/layers/layers.3/Conv" [id=27, type=Conv]; "28 /layers/layers.8/layers.8.0/layers/layers.5/Relu" [id=28, type=Relu]; "29 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" [id=29, type=QuantizeLinear]; "30 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.5/Relu_output_0_1" [id=30, type=DequantizeLinear]; -"31 QuantizeLinear_onnx^^Conv_482_1" [id=31, type=QuantizeLinear]; -"32 DequantizeLinear_onnx^^Conv_482_1" [id=32, type=DequantizeLinear]; +"31 QuantizeLinear_onnx^^Conv_482_1" [id=31, label="31 QuantizeLinear_onnx::Conv_482_1", type=QuantizeLinear]; +"32 DequantizeLinear_onnx^^Conv_482_1" [id=32, label="32 DequantizeLinear_onnx::Conv_482_1", type=DequantizeLinear]; "33 /layers/layers.8/layers.8.0/layers/layers.6/Conv" [id=33, type=Conv]; "34 QuantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" [id=34, type=QuantizeLinear]; "35 DequantizeLinear_/layers/layers.8/layers.8.0/layers/layers.6/Conv_output_0_1" [id=35, type=DequantizeLinear]; -"36 QuantizeLinear_onnx^^Conv_485_1" [id=36, type=QuantizeLinear]; -"37 DequantizeLinear_onnx^^Conv_485_1" [id=37, type=DequantizeLinear]; +"36 QuantizeLinear_onnx^^Conv_485_1" [id=36, label="36 QuantizeLinear_onnx::Conv_485_1", type=QuantizeLinear]; +"37 DequantizeLinear_onnx^^Conv_485_1" [id=37, label="37 DequantizeLinear_onnx::Conv_485_1", type=DequantizeLinear]; "38 /layers/layers.8/layers.8.1/layers/layers.0/Conv" [id=38, type=Conv]; "39 /layers/layers.8/layers.8.1/layers/layers.2/Relu" [id=39, type=Relu]; "40 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" [id=40, type=QuantizeLinear]; "41 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.2/Relu_output_0_1" [id=41, type=DequantizeLinear]; -"42 QuantizeLinear_onnx^^Conv_488_1" [id=42, type=QuantizeLinear]; -"43 DequantizeLinear_onnx^^Conv_488_1" [id=43, type=DequantizeLinear]; +"42 QuantizeLinear_onnx^^Conv_488_1" [id=42, label="42 QuantizeLinear_onnx::Conv_488_1", type=QuantizeLinear]; +"43 DequantizeLinear_onnx^^Conv_488_1" [id=43, label="43 DequantizeLinear_onnx::Conv_488_1", type=DequantizeLinear]; "44 /layers/layers.8/layers.8.1/layers/layers.3/Conv" [id=44, type=Conv]; "45 /layers/layers.8/layers.8.1/layers/layers.5/Relu" [id=45, type=Relu]; "46 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" [id=46, type=QuantizeLinear]; "47 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.5/Relu_output_0_1" [id=47, type=DequantizeLinear]; -"48 QuantizeLinear_onnx^^Conv_491_1" [id=48, type=QuantizeLinear]; -"49 DequantizeLinear_onnx^^Conv_491_1" [id=49, type=DequantizeLinear]; +"48 QuantizeLinear_onnx^^Conv_491_1" [id=48, label="48 QuantizeLinear_onnx::Conv_491_1", type=QuantizeLinear]; +"49 DequantizeLinear_onnx^^Conv_491_1" [id=49, label="49 DequantizeLinear_onnx::Conv_491_1", type=DequantizeLinear]; "50 /layers/layers.8/layers.8.1/layers/layers.6/Conv" [id=50, type=Conv]; "51 QuantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" [id=51, type=QuantizeLinear]; "52 DequantizeLinear_/layers/layers.8/layers.8.1/layers/layers.6/Conv_output_0_1" [id=52, type=DequantizeLinear]; "53 /layers/layers.8/layers.8.1/Add" [id=53, type=Add]; "54 QuantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" [id=54, type=QuantizeLinear]; "55 DequantizeLinear_/layers/layers.8/layers.8.1/Add_output_0_1" [id=55, type=DequantizeLinear]; -"56 QuantizeLinear_onnx^^Conv_494_1" [id=56, type=QuantizeLinear]; -"57 DequantizeLinear_onnx^^Conv_494_1" [id=57, type=DequantizeLinear]; +"56 QuantizeLinear_onnx^^Conv_494_1" [id=56, label="56 QuantizeLinear_onnx::Conv_494_1", type=QuantizeLinear]; +"57 DequantizeLinear_onnx^^Conv_494_1" [id=57, label="57 DequantizeLinear_onnx::Conv_494_1", type=DequantizeLinear]; "58 /layers/layers.8/layers.8.2/layers/layers.0/Conv" [id=58, type=Conv]; "59 /layers/layers.8/layers.8.2/layers/layers.2/Relu" [id=59, type=Relu]; "60 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" [id=60, type=QuantizeLinear]; "61 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.2/Relu_output_0_1" [id=61, type=DequantizeLinear]; -"62 QuantizeLinear_onnx^^Conv_497_1" [id=62, type=QuantizeLinear]; -"63 DequantizeLinear_onnx^^Conv_497_1" [id=63, type=DequantizeLinear]; +"62 QuantizeLinear_onnx^^Conv_497_1" [id=62, label="62 QuantizeLinear_onnx::Conv_497_1", type=QuantizeLinear]; +"63 DequantizeLinear_onnx^^Conv_497_1" [id=63, label="63 DequantizeLinear_onnx::Conv_497_1", type=DequantizeLinear]; "64 /layers/layers.8/layers.8.2/layers/layers.3/Conv" [id=64, type=Conv]; "65 /layers/layers.8/layers.8.2/layers/layers.5/Relu" [id=65, type=Relu]; "66 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" [id=66, type=QuantizeLinear]; "67 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.5/Relu_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_onnx^^Conv_500_1" [id=68, type=QuantizeLinear]; -"69 DequantizeLinear_onnx^^Conv_500_1" [id=69, type=DequantizeLinear]; +"68 QuantizeLinear_onnx^^Conv_500_1" [id=68, label="68 QuantizeLinear_onnx::Conv_500_1", type=QuantizeLinear]; +"69 DequantizeLinear_onnx^^Conv_500_1" [id=69, label="69 DequantizeLinear_onnx::Conv_500_1", type=DequantizeLinear]; "70 /layers/layers.8/layers.8.2/layers/layers.6/Conv" [id=70, type=Conv]; "71 QuantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" [id=71, type=QuantizeLinear]; "72 DequantizeLinear_/layers/layers.8/layers.8.2/layers/layers.6/Conv_output_0_1" [id=72, type=DequantizeLinear]; "73 /layers/layers.8/layers.8.2/Add" [id=73, type=Add]; "74 QuantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" [id=74, type=QuantizeLinear]; "75 DequantizeLinear_/layers/layers.8/layers.8.2/Add_output_0_1" [id=75, type=DequantizeLinear]; -"76 QuantizeLinear_onnx^^Conv_503_1" [id=76, type=QuantizeLinear]; -"77 DequantizeLinear_onnx^^Conv_503_1" [id=77, type=DequantizeLinear]; +"76 QuantizeLinear_onnx^^Conv_503_1" [id=76, label="76 QuantizeLinear_onnx::Conv_503_1", type=QuantizeLinear]; +"77 DequantizeLinear_onnx^^Conv_503_1" [id=77, label="77 DequantizeLinear_onnx::Conv_503_1", type=DequantizeLinear]; "78 /layers/layers.9/layers.9.0/layers/layers.0/Conv" [id=78, type=Conv]; "79 /layers/layers.9/layers.9.0/layers/layers.2/Relu" [id=79, type=Relu]; "80 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" [id=80, type=QuantizeLinear]; "81 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.2/Relu_output_0_1" [id=81, type=DequantizeLinear]; -"82 QuantizeLinear_onnx^^Conv_506_1" [id=82, type=QuantizeLinear]; -"83 DequantizeLinear_onnx^^Conv_506_1" [id=83, type=DequantizeLinear]; +"82 QuantizeLinear_onnx^^Conv_506_1" [id=82, label="82 QuantizeLinear_onnx::Conv_506_1", type=QuantizeLinear]; +"83 DequantizeLinear_onnx^^Conv_506_1" [id=83, label="83 DequantizeLinear_onnx::Conv_506_1", type=DequantizeLinear]; "84 /layers/layers.9/layers.9.0/layers/layers.3/Conv" [id=84, type=Conv]; "85 /layers/layers.9/layers.9.0/layers/layers.5/Relu" [id=85, type=Relu]; "86 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" [id=86, type=QuantizeLinear]; "87 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.5/Relu_output_0_1" [id=87, type=DequantizeLinear]; -"88 QuantizeLinear_onnx^^Conv_509_1" [id=88, type=QuantizeLinear]; -"89 DequantizeLinear_onnx^^Conv_509_1" [id=89, type=DequantizeLinear]; +"88 QuantizeLinear_onnx^^Conv_509_1" [id=88, label="88 QuantizeLinear_onnx::Conv_509_1", type=QuantizeLinear]; +"89 DequantizeLinear_onnx^^Conv_509_1" [id=89, label="89 DequantizeLinear_onnx::Conv_509_1", type=DequantizeLinear]; "90 /layers/layers.9/layers.9.0/layers/layers.6/Conv" [id=90, type=Conv]; "91 QuantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" [id=91, type=QuantizeLinear]; "92 DequantizeLinear_/layers/layers.9/layers.9.0/layers/layers.6/Conv_output_0_1" [id=92, type=DequantizeLinear]; -"93 QuantizeLinear_onnx^^Conv_512_1" [id=93, type=QuantizeLinear]; -"94 DequantizeLinear_onnx^^Conv_512_1" [id=94, type=DequantizeLinear]; +"93 QuantizeLinear_onnx^^Conv_512_1" [id=93, label="93 QuantizeLinear_onnx::Conv_512_1", type=QuantizeLinear]; +"94 DequantizeLinear_onnx^^Conv_512_1" [id=94, label="94 DequantizeLinear_onnx::Conv_512_1", type=DequantizeLinear]; "95 /layers/layers.9/layers.9.1/layers/layers.0/Conv" [id=95, type=Conv]; "96 /layers/layers.9/layers.9.1/layers/layers.2/Relu" [id=96, type=Relu]; "97 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" [id=97, type=QuantizeLinear]; "98 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.2/Relu_output_0_1" [id=98, type=DequantizeLinear]; -"99 QuantizeLinear_onnx^^Conv_515_1" [id=99, type=QuantizeLinear]; -"100 DequantizeLinear_onnx^^Conv_515_1" [id=100, type=DequantizeLinear]; +"99 QuantizeLinear_onnx^^Conv_515_1" [id=99, label="99 QuantizeLinear_onnx::Conv_515_1", type=QuantizeLinear]; +"100 DequantizeLinear_onnx^^Conv_515_1" [id=100, label="100 DequantizeLinear_onnx::Conv_515_1", type=DequantizeLinear]; "101 /layers/layers.9/layers.9.1/layers/layers.3/Conv" [id=101, type=Conv]; "102 /layers/layers.9/layers.9.1/layers/layers.5/Relu" [id=102, type=Relu]; "103 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" [id=103, type=QuantizeLinear]; "104 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.5/Relu_output_0_1" [id=104, type=DequantizeLinear]; -"105 QuantizeLinear_onnx^^Conv_518_1" [id=105, type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_518_1" [id=106, type=DequantizeLinear]; +"105 QuantizeLinear_onnx^^Conv_518_1" [id=105, label="105 QuantizeLinear_onnx::Conv_518_1", type=QuantizeLinear]; +"106 DequantizeLinear_onnx^^Conv_518_1" [id=106, label="106 DequantizeLinear_onnx::Conv_518_1", type=DequantizeLinear]; "107 /layers/layers.9/layers.9.1/layers/layers.6/Conv" [id=107, type=Conv]; "108 QuantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" [id=108, type=QuantizeLinear]; "109 DequantizeLinear_/layers/layers.9/layers.9.1/layers/layers.6/Conv_output_0_1" [id=109, type=DequantizeLinear]; "110 /layers/layers.9/layers.9.1/Add" [id=110, type=Add]; "111 QuantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" [id=111, type=QuantizeLinear]; "112 DequantizeLinear_/layers/layers.9/layers.9.1/Add_output_0_1" [id=112, type=DequantizeLinear]; -"113 QuantizeLinear_onnx^^Conv_521_1" [id=113, type=QuantizeLinear]; -"114 DequantizeLinear_onnx^^Conv_521_1" [id=114, type=DequantizeLinear]; +"113 QuantizeLinear_onnx^^Conv_521_1" [id=113, label="113 QuantizeLinear_onnx::Conv_521_1", type=QuantizeLinear]; +"114 DequantizeLinear_onnx^^Conv_521_1" [id=114, label="114 DequantizeLinear_onnx::Conv_521_1", type=DequantizeLinear]; "115 /layers/layers.9/layers.9.2/layers/layers.0/Conv" [id=115, type=Conv]; "116 /layers/layers.9/layers.9.2/layers/layers.2/Relu" [id=116, type=Relu]; "117 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" [id=117, type=QuantizeLinear]; "118 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.2/Relu_output_0_1" [id=118, type=DequantizeLinear]; -"119 QuantizeLinear_onnx^^Conv_524_1" [id=119, type=QuantizeLinear]; -"120 DequantizeLinear_onnx^^Conv_524_1" [id=120, type=DequantizeLinear]; +"119 QuantizeLinear_onnx^^Conv_524_1" [id=119, label="119 QuantizeLinear_onnx::Conv_524_1", type=QuantizeLinear]; +"120 DequantizeLinear_onnx^^Conv_524_1" [id=120, label="120 DequantizeLinear_onnx::Conv_524_1", type=DequantizeLinear]; "121 /layers/layers.9/layers.9.2/layers/layers.3/Conv" [id=121, type=Conv]; "122 /layers/layers.9/layers.9.2/layers/layers.5/Relu" [id=122, type=Relu]; "123 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" [id=123, type=QuantizeLinear]; "124 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.5/Relu_output_0_1" [id=124, type=DequantizeLinear]; -"125 QuantizeLinear_onnx^^Conv_527_1" [id=125, type=QuantizeLinear]; -"126 DequantizeLinear_onnx^^Conv_527_1" [id=126, type=DequantizeLinear]; +"125 QuantizeLinear_onnx^^Conv_527_1" [id=125, label="125 QuantizeLinear_onnx::Conv_527_1", type=QuantizeLinear]; +"126 DequantizeLinear_onnx^^Conv_527_1" [id=126, label="126 DequantizeLinear_onnx::Conv_527_1", type=DequantizeLinear]; "127 /layers/layers.9/layers.9.2/layers/layers.6/Conv" [id=127, type=Conv]; "128 QuantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" [id=128, type=QuantizeLinear]; "129 DequantizeLinear_/layers/layers.9/layers.9.2/layers/layers.6/Conv_output_0_1" [id=129, type=DequantizeLinear]; "130 /layers/layers.9/layers.9.2/Add" [id=130, type=Add]; "131 QuantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" [id=131, type=QuantizeLinear]; "132 DequantizeLinear_/layers/layers.9/layers.9.2/Add_output_0_1" [id=132, type=DequantizeLinear]; -"133 QuantizeLinear_onnx^^Conv_530_1" [id=133, type=QuantizeLinear]; -"134 DequantizeLinear_onnx^^Conv_530_1" [id=134, type=DequantizeLinear]; +"133 QuantizeLinear_onnx^^Conv_530_1" [id=133, label="133 QuantizeLinear_onnx::Conv_530_1", type=QuantizeLinear]; +"134 DequantizeLinear_onnx^^Conv_530_1" [id=134, label="134 DequantizeLinear_onnx::Conv_530_1", type=DequantizeLinear]; "135 /layers/layers.10/layers.10.0/layers/layers.0/Conv" [id=135, type=Conv]; "136 /layers/layers.10/layers.10.0/layers/layers.2/Relu" [id=136, type=Relu]; "137 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" [id=137, type=QuantizeLinear]; "138 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.2/Relu_output_0_1" [id=138, type=DequantizeLinear]; -"139 QuantizeLinear_onnx^^Conv_533_1" [id=139, type=QuantizeLinear]; -"140 DequantizeLinear_onnx^^Conv_533_1" [id=140, type=DequantizeLinear]; +"139 QuantizeLinear_onnx^^Conv_533_1" [id=139, label="139 QuantizeLinear_onnx::Conv_533_1", type=QuantizeLinear]; +"140 DequantizeLinear_onnx^^Conv_533_1" [id=140, label="140 DequantizeLinear_onnx::Conv_533_1", type=DequantizeLinear]; "141 /layers/layers.10/layers.10.0/layers/layers.3/Conv" [id=141, type=Conv]; "142 /layers/layers.10/layers.10.0/layers/layers.5/Relu" [id=142, type=Relu]; "143 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" [id=143, type=QuantizeLinear]; "144 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.5/Relu_output_0_1" [id=144, type=DequantizeLinear]; -"145 QuantizeLinear_onnx^^Conv_536_1" [id=145, type=QuantizeLinear]; -"146 DequantizeLinear_onnx^^Conv_536_1" [id=146, type=DequantizeLinear]; +"145 QuantizeLinear_onnx^^Conv_536_1" [id=145, label="145 QuantizeLinear_onnx::Conv_536_1", type=QuantizeLinear]; +"146 DequantizeLinear_onnx^^Conv_536_1" [id=146, label="146 DequantizeLinear_onnx::Conv_536_1", type=DequantizeLinear]; "147 /layers/layers.10/layers.10.0/layers/layers.6/Conv" [id=147, type=Conv]; "148 QuantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" [id=148, type=QuantizeLinear]; "149 DequantizeLinear_/layers/layers.10/layers.10.0/layers/layers.6/Conv_output_0_1" [id=149, type=DequantizeLinear]; -"150 QuantizeLinear_onnx^^Conv_539_1" [id=150, type=QuantizeLinear]; -"151 DequantizeLinear_onnx^^Conv_539_1" [id=151, type=DequantizeLinear]; +"150 QuantizeLinear_onnx^^Conv_539_1" [id=150, label="150 QuantizeLinear_onnx::Conv_539_1", type=QuantizeLinear]; +"151 DequantizeLinear_onnx^^Conv_539_1" [id=151, label="151 DequantizeLinear_onnx::Conv_539_1", type=DequantizeLinear]; "152 /layers/layers.10/layers.10.1/layers/layers.0/Conv" [id=152, type=Conv]; "153 /layers/layers.10/layers.10.1/layers/layers.2/Relu" [id=153, type=Relu]; "154 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" [id=154, type=QuantizeLinear]; "155 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.2/Relu_output_0_1" [id=155, type=DequantizeLinear]; -"156 QuantizeLinear_onnx^^Conv_542_1" [id=156, type=QuantizeLinear]; -"157 DequantizeLinear_onnx^^Conv_542_1" [id=157, type=DequantizeLinear]; +"156 QuantizeLinear_onnx^^Conv_542_1" [id=156, label="156 QuantizeLinear_onnx::Conv_542_1", type=QuantizeLinear]; +"157 DequantizeLinear_onnx^^Conv_542_1" [id=157, label="157 DequantizeLinear_onnx::Conv_542_1", type=DequantizeLinear]; "158 /layers/layers.10/layers.10.1/layers/layers.3/Conv" [id=158, type=Conv]; "159 /layers/layers.10/layers.10.1/layers/layers.5/Relu" [id=159, type=Relu]; "160 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" [id=160, type=QuantizeLinear]; "161 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.5/Relu_output_0_1" [id=161, type=DequantizeLinear]; -"162 QuantizeLinear_onnx^^Conv_545_1" [id=162, type=QuantizeLinear]; -"163 DequantizeLinear_onnx^^Conv_545_1" [id=163, type=DequantizeLinear]; +"162 QuantizeLinear_onnx^^Conv_545_1" [id=162, label="162 QuantizeLinear_onnx::Conv_545_1", type=QuantizeLinear]; +"163 DequantizeLinear_onnx^^Conv_545_1" [id=163, label="163 DequantizeLinear_onnx::Conv_545_1", type=DequantizeLinear]; "164 /layers/layers.10/layers.10.1/layers/layers.6/Conv" [id=164, type=Conv]; "165 QuantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" [id=165, type=QuantizeLinear]; "166 DequantizeLinear_/layers/layers.10/layers.10.1/layers/layers.6/Conv_output_0_1" [id=166, type=DequantizeLinear]; "167 /layers/layers.10/layers.10.1/Add" [id=167, type=Add]; "168 QuantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" [id=168, type=QuantizeLinear]; "169 DequantizeLinear_/layers/layers.10/layers.10.1/Add_output_0_1" [id=169, type=DequantizeLinear]; -"170 QuantizeLinear_onnx^^Conv_548_1" [id=170, type=QuantizeLinear]; -"171 DequantizeLinear_onnx^^Conv_548_1" [id=171, type=DequantizeLinear]; +"170 QuantizeLinear_onnx^^Conv_548_1" [id=170, label="170 QuantizeLinear_onnx::Conv_548_1", type=QuantizeLinear]; +"171 DequantizeLinear_onnx^^Conv_548_1" [id=171, label="171 DequantizeLinear_onnx::Conv_548_1", type=DequantizeLinear]; "172 /layers/layers.10/layers.10.2/layers/layers.0/Conv" [id=172, type=Conv]; "173 /layers/layers.10/layers.10.2/layers/layers.2/Relu" [id=173, type=Relu]; "174 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" [id=174, type=QuantizeLinear]; "175 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.2/Relu_output_0_1" [id=175, type=DequantizeLinear]; -"176 QuantizeLinear_onnx^^Conv_551_1" [id=176, type=QuantizeLinear]; -"177 DequantizeLinear_onnx^^Conv_551_1" [id=177, type=DequantizeLinear]; +"176 QuantizeLinear_onnx^^Conv_551_1" [id=176, label="176 QuantizeLinear_onnx::Conv_551_1", type=QuantizeLinear]; +"177 DequantizeLinear_onnx^^Conv_551_1" [id=177, label="177 DequantizeLinear_onnx::Conv_551_1", type=DequantizeLinear]; "178 /layers/layers.10/layers.10.2/layers/layers.3/Conv" [id=178, type=Conv]; "179 /layers/layers.10/layers.10.2/layers/layers.5/Relu" [id=179, type=Relu]; "180 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" [id=180, type=QuantizeLinear]; "181 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.5/Relu_output_0_1" [id=181, type=DequantizeLinear]; -"182 QuantizeLinear_onnx^^Conv_554_1" [id=182, type=QuantizeLinear]; -"183 DequantizeLinear_onnx^^Conv_554_1" [id=183, type=DequantizeLinear]; +"182 QuantizeLinear_onnx^^Conv_554_1" [id=182, label="182 QuantizeLinear_onnx::Conv_554_1", type=QuantizeLinear]; +"183 DequantizeLinear_onnx^^Conv_554_1" [id=183, label="183 DequantizeLinear_onnx::Conv_554_1", type=DequantizeLinear]; "184 /layers/layers.10/layers.10.2/layers/layers.6/Conv" [id=184, type=Conv]; "185 QuantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" [id=185, type=QuantizeLinear]; "186 DequantizeLinear_/layers/layers.10/layers.10.2/layers/layers.6/Conv_output_0_1" [id=186, type=DequantizeLinear]; "187 /layers/layers.10/layers.10.2/Add" [id=187, type=Add]; "188 QuantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" [id=188, type=QuantizeLinear]; "189 DequantizeLinear_/layers/layers.10/layers.10.2/Add_output_0_1" [id=189, type=DequantizeLinear]; -"190 QuantizeLinear_onnx^^Conv_557_1" [id=190, type=QuantizeLinear]; -"191 DequantizeLinear_onnx^^Conv_557_1" [id=191, type=DequantizeLinear]; +"190 QuantizeLinear_onnx^^Conv_557_1" [id=190, label="190 QuantizeLinear_onnx::Conv_557_1", type=QuantizeLinear]; +"191 DequantizeLinear_onnx^^Conv_557_1" [id=191, label="191 DequantizeLinear_onnx::Conv_557_1", type=DequantizeLinear]; "192 /layers/layers.11/layers.11.0/layers/layers.0/Conv" [id=192, type=Conv]; "193 /layers/layers.11/layers.11.0/layers/layers.2/Relu" [id=193, type=Relu]; "194 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" [id=194, type=QuantizeLinear]; "195 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.2/Relu_output_0_1" [id=195, type=DequantizeLinear]; -"196 QuantizeLinear_onnx^^Conv_560_1" [id=196, type=QuantizeLinear]; -"197 DequantizeLinear_onnx^^Conv_560_1" [id=197, type=DequantizeLinear]; +"196 QuantizeLinear_onnx^^Conv_560_1" [id=196, label="196 QuantizeLinear_onnx::Conv_560_1", type=QuantizeLinear]; +"197 DequantizeLinear_onnx^^Conv_560_1" [id=197, label="197 DequantizeLinear_onnx::Conv_560_1", type=DequantizeLinear]; "198 /layers/layers.11/layers.11.0/layers/layers.3/Conv" [id=198, type=Conv]; "199 /layers/layers.11/layers.11.0/layers/layers.5/Relu" [id=199, type=Relu]; "200 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" [id=200, type=QuantizeLinear]; "201 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.5/Relu_output_0_1" [id=201, type=DequantizeLinear]; -"202 QuantizeLinear_onnx^^Conv_563_1" [id=202, type=QuantizeLinear]; -"203 DequantizeLinear_onnx^^Conv_563_1" [id=203, type=DequantizeLinear]; +"202 QuantizeLinear_onnx^^Conv_563_1" [id=202, label="202 QuantizeLinear_onnx::Conv_563_1", type=QuantizeLinear]; +"203 DequantizeLinear_onnx^^Conv_563_1" [id=203, label="203 DequantizeLinear_onnx::Conv_563_1", type=DequantizeLinear]; "204 /layers/layers.11/layers.11.0/layers/layers.6/Conv" [id=204, type=Conv]; "205 QuantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" [id=205, type=QuantizeLinear]; "206 DequantizeLinear_/layers/layers.11/layers.11.0/layers/layers.6/Conv_output_0_1" [id=206, type=DequantizeLinear]; -"207 QuantizeLinear_onnx^^Conv_566_1" [id=207, type=QuantizeLinear]; -"208 DequantizeLinear_onnx^^Conv_566_1" [id=208, type=DequantizeLinear]; +"207 QuantizeLinear_onnx^^Conv_566_1" [id=207, label="207 QuantizeLinear_onnx::Conv_566_1", type=QuantizeLinear]; +"208 DequantizeLinear_onnx^^Conv_566_1" [id=208, label="208 DequantizeLinear_onnx::Conv_566_1", type=DequantizeLinear]; "209 /layers/layers.11/layers.11.1/layers/layers.0/Conv" [id=209, type=Conv]; "210 /layers/layers.11/layers.11.1/layers/layers.2/Relu" [id=210, type=Relu]; "211 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" [id=211, type=QuantizeLinear]; "212 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.2/Relu_output_0_1" [id=212, type=DequantizeLinear]; -"213 QuantizeLinear_onnx^^Conv_569_1" [id=213, type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_569_1" [id=214, type=DequantizeLinear]; +"213 QuantizeLinear_onnx^^Conv_569_1" [id=213, label="213 QuantizeLinear_onnx::Conv_569_1", type=QuantizeLinear]; +"214 DequantizeLinear_onnx^^Conv_569_1" [id=214, label="214 DequantizeLinear_onnx::Conv_569_1", type=DequantizeLinear]; "215 /layers/layers.11/layers.11.1/layers/layers.3/Conv" [id=215, type=Conv]; "216 /layers/layers.11/layers.11.1/layers/layers.5/Relu" [id=216, type=Relu]; "217 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" [id=217, type=QuantizeLinear]; "218 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.5/Relu_output_0_1" [id=218, type=DequantizeLinear]; -"219 QuantizeLinear_onnx^^Conv_572_1" [id=219, type=QuantizeLinear]; -"220 DequantizeLinear_onnx^^Conv_572_1" [id=220, type=DequantizeLinear]; +"219 QuantizeLinear_onnx^^Conv_572_1" [id=219, label="219 QuantizeLinear_onnx::Conv_572_1", type=QuantizeLinear]; +"220 DequantizeLinear_onnx^^Conv_572_1" [id=220, label="220 DequantizeLinear_onnx::Conv_572_1", type=DequantizeLinear]; "221 /layers/layers.11/layers.11.1/layers/layers.6/Conv" [id=221, type=Conv]; "222 QuantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" [id=222, type=QuantizeLinear]; "223 DequantizeLinear_/layers/layers.11/layers.11.1/layers/layers.6/Conv_output_0_1" [id=223, type=DequantizeLinear]; "224 /layers/layers.11/layers.11.1/Add" [id=224, type=Add]; "225 QuantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" [id=225, type=QuantizeLinear]; "226 DequantizeLinear_/layers/layers.11/layers.11.1/Add_output_0_1" [id=226, type=DequantizeLinear]; -"227 QuantizeLinear_onnx^^Conv_575_1" [id=227, type=QuantizeLinear]; -"228 DequantizeLinear_onnx^^Conv_575_1" [id=228, type=DequantizeLinear]; +"227 QuantizeLinear_onnx^^Conv_575_1" [id=227, label="227 QuantizeLinear_onnx::Conv_575_1", type=QuantizeLinear]; +"228 DequantizeLinear_onnx^^Conv_575_1" [id=228, label="228 DequantizeLinear_onnx::Conv_575_1", type=DequantizeLinear]; "229 /layers/layers.12/layers.12.0/layers/layers.0/Conv" [id=229, type=Conv]; "230 /layers/layers.12/layers.12.0/layers/layers.2/Relu" [id=230, type=Relu]; "231 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" [id=231, type=QuantizeLinear]; "232 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.2/Relu_output_0_1" [id=232, type=DequantizeLinear]; -"233 QuantizeLinear_onnx^^Conv_578_1" [id=233, type=QuantizeLinear]; -"234 DequantizeLinear_onnx^^Conv_578_1" [id=234, type=DequantizeLinear]; +"233 QuantizeLinear_onnx^^Conv_578_1" [id=233, label="233 QuantizeLinear_onnx::Conv_578_1", type=QuantizeLinear]; +"234 DequantizeLinear_onnx^^Conv_578_1" [id=234, label="234 DequantizeLinear_onnx::Conv_578_1", type=DequantizeLinear]; "235 /layers/layers.12/layers.12.0/layers/layers.3/Conv" [id=235, type=Conv]; "236 /layers/layers.12/layers.12.0/layers/layers.5/Relu" [id=236, type=Relu]; "237 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" [id=237, type=QuantizeLinear]; "238 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.5/Relu_output_0_1" [id=238, type=DequantizeLinear]; -"239 QuantizeLinear_onnx^^Conv_581_1" [id=239, type=QuantizeLinear]; -"240 DequantizeLinear_onnx^^Conv_581_1" [id=240, type=DequantizeLinear]; +"239 QuantizeLinear_onnx^^Conv_581_1" [id=239, label="239 QuantizeLinear_onnx::Conv_581_1", type=QuantizeLinear]; +"240 DequantizeLinear_onnx^^Conv_581_1" [id=240, label="240 DequantizeLinear_onnx::Conv_581_1", type=DequantizeLinear]; "241 /layers/layers.12/layers.12.0/layers/layers.6/Conv" [id=241, type=Conv]; "242 QuantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" [id=242, type=QuantizeLinear]; "243 DequantizeLinear_/layers/layers.12/layers.12.0/layers/layers.6/Conv_output_0_1" [id=243, type=DequantizeLinear]; -"244 QuantizeLinear_onnx^^Conv_584_1" [id=244, type=QuantizeLinear]; -"245 DequantizeLinear_onnx^^Conv_584_1" [id=245, type=DequantizeLinear]; +"244 QuantizeLinear_onnx^^Conv_584_1" [id=244, label="244 QuantizeLinear_onnx::Conv_584_1", type=QuantizeLinear]; +"245 DequantizeLinear_onnx^^Conv_584_1" [id=245, label="245 DequantizeLinear_onnx::Conv_584_1", type=DequantizeLinear]; "246 /layers/layers.12/layers.12.1/layers/layers.0/Conv" [id=246, type=Conv]; "247 /layers/layers.12/layers.12.1/layers/layers.2/Relu" [id=247, type=Relu]; "248 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" [id=248, type=QuantizeLinear]; "249 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.2/Relu_output_0_1" [id=249, type=DequantizeLinear]; -"250 QuantizeLinear_onnx^^Conv_587_1" [id=250, type=QuantizeLinear]; -"251 DequantizeLinear_onnx^^Conv_587_1" [id=251, type=DequantizeLinear]; +"250 QuantizeLinear_onnx^^Conv_587_1" [id=250, label="250 QuantizeLinear_onnx::Conv_587_1", type=QuantizeLinear]; +"251 DequantizeLinear_onnx^^Conv_587_1" [id=251, label="251 DequantizeLinear_onnx::Conv_587_1", type=DequantizeLinear]; "252 /layers/layers.12/layers.12.1/layers/layers.3/Conv" [id=252, type=Conv]; "253 /layers/layers.12/layers.12.1/layers/layers.5/Relu" [id=253, type=Relu]; "254 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" [id=254, type=QuantizeLinear]; "255 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.5/Relu_output_0_1" [id=255, type=DequantizeLinear]; -"256 QuantizeLinear_onnx^^Conv_590_1" [id=256, type=QuantizeLinear]; -"257 DequantizeLinear_onnx^^Conv_590_1" [id=257, type=DequantizeLinear]; +"256 QuantizeLinear_onnx^^Conv_590_1" [id=256, label="256 QuantizeLinear_onnx::Conv_590_1", type=QuantizeLinear]; +"257 DequantizeLinear_onnx^^Conv_590_1" [id=257, label="257 DequantizeLinear_onnx::Conv_590_1", type=DequantizeLinear]; "258 /layers/layers.12/layers.12.1/layers/layers.6/Conv" [id=258, type=Conv]; "259 QuantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" [id=259, type=QuantizeLinear]; "260 DequantizeLinear_/layers/layers.12/layers.12.1/layers/layers.6/Conv_output_0_1" [id=260, type=DequantizeLinear]; "261 /layers/layers.12/layers.12.1/Add" [id=261, type=Add]; "262 QuantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" [id=262, type=QuantizeLinear]; "263 DequantizeLinear_/layers/layers.12/layers.12.1/Add_output_0_1" [id=263, type=DequantizeLinear]; -"264 QuantizeLinear_onnx^^Conv_593_1" [id=264, type=QuantizeLinear]; -"265 DequantizeLinear_onnx^^Conv_593_1" [id=265, type=DequantizeLinear]; +"264 QuantizeLinear_onnx^^Conv_593_1" [id=264, label="264 QuantizeLinear_onnx::Conv_593_1", type=QuantizeLinear]; +"265 DequantizeLinear_onnx^^Conv_593_1" [id=265, label="265 DequantizeLinear_onnx::Conv_593_1", type=DequantizeLinear]; "266 /layers/layers.12/layers.12.2/layers/layers.0/Conv" [id=266, type=Conv]; "267 /layers/layers.12/layers.12.2/layers/layers.2/Relu" [id=267, type=Relu]; "268 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" [id=268, type=QuantizeLinear]; "269 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.2/Relu_output_0_1" [id=269, type=DequantizeLinear]; -"270 QuantizeLinear_onnx^^Conv_596_1" [id=270, type=QuantizeLinear]; -"271 DequantizeLinear_onnx^^Conv_596_1" [id=271, type=DequantizeLinear]; +"270 QuantizeLinear_onnx^^Conv_596_1" [id=270, label="270 QuantizeLinear_onnx::Conv_596_1", type=QuantizeLinear]; +"271 DequantizeLinear_onnx^^Conv_596_1" [id=271, label="271 DequantizeLinear_onnx::Conv_596_1", type=DequantizeLinear]; "272 /layers/layers.12/layers.12.2/layers/layers.3/Conv" [id=272, type=Conv]; "273 /layers/layers.12/layers.12.2/layers/layers.5/Relu" [id=273, type=Relu]; "274 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" [id=274, type=QuantizeLinear]; "275 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.5/Relu_output_0_1" [id=275, type=DequantizeLinear]; -"276 QuantizeLinear_onnx^^Conv_599_1" [id=276, type=QuantizeLinear]; -"277 DequantizeLinear_onnx^^Conv_599_1" [id=277, type=DequantizeLinear]; +"276 QuantizeLinear_onnx^^Conv_599_1" [id=276, label="276 QuantizeLinear_onnx::Conv_599_1", type=QuantizeLinear]; +"277 DequantizeLinear_onnx^^Conv_599_1" [id=277, label="277 DequantizeLinear_onnx::Conv_599_1", type=DequantizeLinear]; "278 /layers/layers.12/layers.12.2/layers/layers.6/Conv" [id=278, type=Conv]; "279 QuantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" [id=279, type=QuantizeLinear]; "280 DequantizeLinear_/layers/layers.12/layers.12.2/layers/layers.6/Conv_output_0_1" [id=280, type=DequantizeLinear]; "281 /layers/layers.12/layers.12.2/Add" [id=281, type=Add]; "282 QuantizeLinear_/layers/layers.12/layers.12.2/Add_output_0_1" [id=282, type=QuantizeLinear]; "283 DequantizeLinear_/layers/layers.12/layers.12.2/Add_output_0_1" [id=283, type=DequantizeLinear]; -"284 QuantizeLinear_onnx^^Conv_602_1" [id=284, type=QuantizeLinear]; -"285 DequantizeLinear_onnx^^Conv_602_1" [id=285, type=DequantizeLinear]; +"284 QuantizeLinear_onnx^^Conv_602_1" [id=284, label="284 QuantizeLinear_onnx::Conv_602_1", type=QuantizeLinear]; +"285 DequantizeLinear_onnx^^Conv_602_1" [id=285, label="285 DequantizeLinear_onnx::Conv_602_1", type=DequantizeLinear]; "286 /layers/layers.12/layers.12.3/layers/layers.0/Conv" [id=286, type=Conv]; "287 /layers/layers.12/layers.12.3/layers/layers.2/Relu" [id=287, type=Relu]; "288 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.2/Relu_output_0_1" [id=288, type=QuantizeLinear]; "289 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.2/Relu_output_0_1" [id=289, type=DequantizeLinear]; -"290 QuantizeLinear_onnx^^Conv_605_1" [id=290, type=QuantizeLinear]; -"291 DequantizeLinear_onnx^^Conv_605_1" [id=291, type=DequantizeLinear]; +"290 QuantizeLinear_onnx^^Conv_605_1" [id=290, label="290 QuantizeLinear_onnx::Conv_605_1", type=QuantizeLinear]; +"291 DequantizeLinear_onnx^^Conv_605_1" [id=291, label="291 DequantizeLinear_onnx::Conv_605_1", type=DequantizeLinear]; "292 /layers/layers.12/layers.12.3/layers/layers.3/Conv" [id=292, type=Conv]; "293 /layers/layers.12/layers.12.3/layers/layers.5/Relu" [id=293, type=Relu]; "294 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" [id=294, type=QuantizeLinear]; "295 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.5/Relu_output_0_1" [id=295, type=DequantizeLinear]; -"296 QuantizeLinear_onnx^^Conv_608_1" [id=296, type=QuantizeLinear]; -"297 DequantizeLinear_onnx^^Conv_608_1" [id=297, type=DequantizeLinear]; +"296 QuantizeLinear_onnx^^Conv_608_1" [id=296, label="296 QuantizeLinear_onnx::Conv_608_1", type=QuantizeLinear]; +"297 DequantizeLinear_onnx^^Conv_608_1" [id=297, label="297 DequantizeLinear_onnx::Conv_608_1", type=DequantizeLinear]; "298 /layers/layers.12/layers.12.3/layers/layers.6/Conv" [id=298, type=Conv]; "299 QuantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" [id=299, type=QuantizeLinear]; "300 DequantizeLinear_/layers/layers.12/layers.12.3/layers/layers.6/Conv_output_0_1" [id=300, type=DequantizeLinear]; "301 /layers/layers.12/layers.12.3/Add" [id=301, type=Add]; "302 QuantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" [id=302, type=QuantizeLinear]; "303 DequantizeLinear_/layers/layers.12/layers.12.3/Add_output_0_1" [id=303, type=DequantizeLinear]; -"304 QuantizeLinear_onnx^^Conv_611_1" [id=304, type=QuantizeLinear]; -"305 DequantizeLinear_onnx^^Conv_611_1" [id=305, type=DequantizeLinear]; +"304 QuantizeLinear_onnx^^Conv_611_1" [id=304, label="304 QuantizeLinear_onnx::Conv_611_1", type=QuantizeLinear]; +"305 DequantizeLinear_onnx^^Conv_611_1" [id=305, label="305 DequantizeLinear_onnx::Conv_611_1", type=DequantizeLinear]; "306 /layers/layers.13/layers.13.0/layers/layers.0/Conv" [id=306, type=Conv]; "307 /layers/layers.13/layers.13.0/layers/layers.2/Relu" [id=307, type=Relu]; "308 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" [id=308, type=QuantizeLinear]; "309 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.2/Relu_output_0_1" [id=309, type=DequantizeLinear]; -"310 QuantizeLinear_onnx^^Conv_614_1" [id=310, type=QuantizeLinear]; -"311 DequantizeLinear_onnx^^Conv_614_1" [id=311, type=DequantizeLinear]; +"310 QuantizeLinear_onnx^^Conv_614_1" [id=310, label="310 QuantizeLinear_onnx::Conv_614_1", type=QuantizeLinear]; +"311 DequantizeLinear_onnx^^Conv_614_1" [id=311, label="311 DequantizeLinear_onnx::Conv_614_1", type=DequantizeLinear]; "312 /layers/layers.13/layers.13.0/layers/layers.3/Conv" [id=312, type=Conv]; "313 /layers/layers.13/layers.13.0/layers/layers.5/Relu" [id=313, type=Relu]; "314 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" [id=314, type=QuantizeLinear]; "315 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.5/Relu_output_0_1" [id=315, type=DequantizeLinear]; -"316 QuantizeLinear_onnx^^Conv_617_1" [id=316, type=QuantizeLinear]; -"317 DequantizeLinear_onnx^^Conv_617_1" [id=317, type=DequantizeLinear]; +"316 QuantizeLinear_onnx^^Conv_617_1" [id=316, label="316 QuantizeLinear_onnx::Conv_617_1", type=QuantizeLinear]; +"317 DequantizeLinear_onnx^^Conv_617_1" [id=317, label="317 DequantizeLinear_onnx::Conv_617_1", type=DequantizeLinear]; "318 /layers/layers.13/layers.13.0/layers/layers.6/Conv" [id=318, type=Conv]; "319 QuantizeLinear_/layers/layers.13/layers.13.0/layers/layers.6/Conv_output_0_1" [id=319, type=QuantizeLinear]; "320 DequantizeLinear_/layers/layers.13/layers.13.0/layers/layers.6/Conv_output_0_1" [id=320, type=DequantizeLinear]; -"321 QuantizeLinear_onnx^^Conv_620_1" [id=321, type=QuantizeLinear]; -"322 DequantizeLinear_onnx^^Conv_620_1" [id=322, type=DequantizeLinear]; +"321 QuantizeLinear_onnx^^Conv_620_1" [id=321, label="321 QuantizeLinear_onnx::Conv_620_1", type=QuantizeLinear]; +"322 DequantizeLinear_onnx^^Conv_620_1" [id=322, label="322 DequantizeLinear_onnx::Conv_620_1", type=DequantizeLinear]; "323 /layers/layers.14/Conv" [id=323, type=Conv]; "324 /layers/layers.16/Relu" [id=324, type=Relu]; "325 QuantizeLinear_/layers/layers.16/Relu_output_0_1" [id=325, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot b/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot index 903cb249a93..2620aab7c59 100644 --- a/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot +++ b/tests/onnx/data/reference_graphs/quantization/mobilenet_v2.dot @@ -1,395 +1,395 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_538_1" [id=2, type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_538_1" [id=3, type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_538_1" [id=2, label="2 QuantizeLinear_onnx::Conv_538_1", type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_538_1" [id=3, label="3 DequantizeLinear_onnx::Conv_538_1", type=DequantizeLinear]; "4 /features/features.0/features.0.0/Conv" [id=4, type=Conv]; "5 /features/features.0/features.0.2/Constant" [id=5, type=Constant]; "6 /features/features.0/features.0.2/Constant_1" [id=6, type=Constant]; "7 /features/features.0/features.0.2/Clip" [id=7, type=Clip]; "8 QuantizeLinear_/features/features.0/features.0.2/Clip_output_0_1" [id=8, type=QuantizeLinear]; "9 DequantizeLinear_/features/features.0/features.0.2/Clip_output_0_1" [id=9, type=DequantizeLinear]; -"10 QuantizeLinear_onnx^^Conv_541_1" [id=10, type=QuantizeLinear]; -"11 DequantizeLinear_onnx^^Conv_541_1" [id=11, type=DequantizeLinear]; +"10 QuantizeLinear_onnx^^Conv_541_1" [id=10, label="10 QuantizeLinear_onnx::Conv_541_1", type=QuantizeLinear]; +"11 DequantizeLinear_onnx^^Conv_541_1" [id=11, label="11 DequantizeLinear_onnx::Conv_541_1", type=DequantizeLinear]; "12 /features/features.1/conv/conv.0/conv.0.0/Conv" [id=12, type=Conv]; "13 /features/features.1/conv/conv.0/conv.0.2/Constant" [id=13, type=Constant]; "14 /features/features.1/conv/conv.0/conv.0.2/Constant_1" [id=14, type=Constant]; "15 /features/features.1/conv/conv.0/conv.0.2/Clip" [id=15, type=Clip]; "16 QuantizeLinear_/features/features.1/conv/conv.0/conv.0.2/Clip_output_0_1" [id=16, type=QuantizeLinear]; "17 DequantizeLinear_/features/features.1/conv/conv.0/conv.0.2/Clip_output_0_1" [id=17, type=DequantizeLinear]; -"18 QuantizeLinear_onnx^^Conv_544_1" [id=18, type=QuantizeLinear]; -"19 DequantizeLinear_onnx^^Conv_544_1" [id=19, type=DequantizeLinear]; +"18 QuantizeLinear_onnx^^Conv_544_1" [id=18, label="18 QuantizeLinear_onnx::Conv_544_1", type=QuantizeLinear]; +"19 DequantizeLinear_onnx^^Conv_544_1" [id=19, label="19 DequantizeLinear_onnx::Conv_544_1", type=DequantizeLinear]; "20 /features/features.1/conv/conv.1/Conv" [id=20, type=Conv]; "21 QuantizeLinear_/features/features.1/conv/conv.1/Conv_output_0_1" [id=21, type=QuantizeLinear]; "22 DequantizeLinear_/features/features.1/conv/conv.1/Conv_output_0_1" [id=22, type=DequantizeLinear]; -"23 QuantizeLinear_onnx^^Conv_547_1" [id=23, type=QuantizeLinear]; -"24 DequantizeLinear_onnx^^Conv_547_1" [id=24, type=DequantizeLinear]; +"23 QuantizeLinear_onnx^^Conv_547_1" [id=23, label="23 QuantizeLinear_onnx::Conv_547_1", type=QuantizeLinear]; +"24 DequantizeLinear_onnx^^Conv_547_1" [id=24, label="24 DequantizeLinear_onnx::Conv_547_1", type=DequantizeLinear]; "25 /features/features.2/conv/conv.0/conv.0.0/Conv" [id=25, type=Conv]; "26 /features/features.2/conv/conv.0/conv.0.2/Constant" [id=26, type=Constant]; "27 /features/features.2/conv/conv.0/conv.0.2/Constant_1" [id=27, type=Constant]; "28 /features/features.2/conv/conv.0/conv.0.2/Clip" [id=28, type=Clip]; "29 QuantizeLinear_/features/features.2/conv/conv.0/conv.0.2/Clip_output_0_1" [id=29, type=QuantizeLinear]; "30 DequantizeLinear_/features/features.2/conv/conv.0/conv.0.2/Clip_output_0_1" [id=30, type=DequantizeLinear]; -"31 QuantizeLinear_onnx^^Conv_550_1" [id=31, type=QuantizeLinear]; -"32 DequantizeLinear_onnx^^Conv_550_1" [id=32, type=DequantizeLinear]; +"31 QuantizeLinear_onnx^^Conv_550_1" [id=31, label="31 QuantizeLinear_onnx::Conv_550_1", type=QuantizeLinear]; +"32 DequantizeLinear_onnx^^Conv_550_1" [id=32, label="32 DequantizeLinear_onnx::Conv_550_1", type=DequantizeLinear]; "33 /features/features.2/conv/conv.1/conv.1.0/Conv" [id=33, type=Conv]; "34 /features/features.2/conv/conv.1/conv.1.2/Constant" [id=34, type=Constant]; "35 /features/features.2/conv/conv.1/conv.1.2/Constant_1" [id=35, type=Constant]; "36 /features/features.2/conv/conv.1/conv.1.2/Clip" [id=36, type=Clip]; "37 QuantizeLinear_/features/features.2/conv/conv.1/conv.1.2/Clip_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/features/features.2/conv/conv.1/conv.1.2/Clip_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_553_1" [id=39, type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_553_1" [id=40, type=DequantizeLinear]; +"39 QuantizeLinear_onnx^^Conv_553_1" [id=39, label="39 QuantizeLinear_onnx::Conv_553_1", type=QuantizeLinear]; +"40 DequantizeLinear_onnx^^Conv_553_1" [id=40, label="40 DequantizeLinear_onnx::Conv_553_1", type=DequantizeLinear]; "41 /features/features.2/conv/conv.2/Conv" [id=41, type=Conv]; "42 QuantizeLinear_/features/features.2/conv/conv.2/Conv_output_0_1" [id=42, type=QuantizeLinear]; "43 DequantizeLinear_/features/features.2/conv/conv.2/Conv_output_0_1" [id=43, type=DequantizeLinear]; -"44 QuantizeLinear_onnx^^Conv_556_1" [id=44, type=QuantizeLinear]; -"45 DequantizeLinear_onnx^^Conv_556_1" [id=45, type=DequantizeLinear]; +"44 QuantizeLinear_onnx^^Conv_556_1" [id=44, label="44 QuantizeLinear_onnx::Conv_556_1", type=QuantizeLinear]; +"45 DequantizeLinear_onnx^^Conv_556_1" [id=45, label="45 DequantizeLinear_onnx::Conv_556_1", type=DequantizeLinear]; "46 /features/features.3/conv/conv.0/conv.0.0/Conv" [id=46, type=Conv]; "47 /features/features.3/conv/conv.0/conv.0.2/Constant" [id=47, type=Constant]; "48 /features/features.3/conv/conv.0/conv.0.2/Constant_1" [id=48, type=Constant]; "49 /features/features.3/conv/conv.0/conv.0.2/Clip" [id=49, type=Clip]; "50 QuantizeLinear_/features/features.3/conv/conv.0/conv.0.2/Clip_output_0_1" [id=50, type=QuantizeLinear]; "51 DequantizeLinear_/features/features.3/conv/conv.0/conv.0.2/Clip_output_0_1" [id=51, type=DequantizeLinear]; -"52 QuantizeLinear_onnx^^Conv_559_1" [id=52, type=QuantizeLinear]; -"53 DequantizeLinear_onnx^^Conv_559_1" [id=53, type=DequantizeLinear]; +"52 QuantizeLinear_onnx^^Conv_559_1" [id=52, label="52 QuantizeLinear_onnx::Conv_559_1", type=QuantizeLinear]; +"53 DequantizeLinear_onnx^^Conv_559_1" [id=53, label="53 DequantizeLinear_onnx::Conv_559_1", type=DequantizeLinear]; "54 /features/features.3/conv/conv.1/conv.1.0/Conv" [id=54, type=Conv]; "55 /features/features.3/conv/conv.1/conv.1.2/Constant" [id=55, type=Constant]; "56 /features/features.3/conv/conv.1/conv.1.2/Constant_1" [id=56, type=Constant]; "57 /features/features.3/conv/conv.1/conv.1.2/Clip" [id=57, type=Clip]; "58 QuantizeLinear_/features/features.3/conv/conv.1/conv.1.2/Clip_output_0_1" [id=58, type=QuantizeLinear]; "59 DequantizeLinear_/features/features.3/conv/conv.1/conv.1.2/Clip_output_0_1" [id=59, type=DequantizeLinear]; -"60 QuantizeLinear_onnx^^Conv_562_1" [id=60, type=QuantizeLinear]; -"61 DequantizeLinear_onnx^^Conv_562_1" [id=61, type=DequantizeLinear]; +"60 QuantizeLinear_onnx^^Conv_562_1" [id=60, label="60 QuantizeLinear_onnx::Conv_562_1", type=QuantizeLinear]; +"61 DequantizeLinear_onnx^^Conv_562_1" [id=61, label="61 DequantizeLinear_onnx::Conv_562_1", type=DequantizeLinear]; "62 /features/features.3/conv/conv.2/Conv" [id=62, type=Conv]; "63 QuantizeLinear_/features/features.3/conv/conv.2/Conv_output_0_1" [id=63, type=QuantizeLinear]; "64 DequantizeLinear_/features/features.3/conv/conv.2/Conv_output_0_1" [id=64, type=DequantizeLinear]; "65 /features/features.3/Add" [id=65, type=Add]; "66 QuantizeLinear_/features/features.3/Add_output_0_1" [id=66, type=QuantizeLinear]; "67 DequantizeLinear_/features/features.3/Add_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_onnx^^Conv_565_1" [id=68, type=QuantizeLinear]; -"69 DequantizeLinear_onnx^^Conv_565_1" [id=69, type=DequantizeLinear]; +"68 QuantizeLinear_onnx^^Conv_565_1" [id=68, label="68 QuantizeLinear_onnx::Conv_565_1", type=QuantizeLinear]; +"69 DequantizeLinear_onnx^^Conv_565_1" [id=69, label="69 DequantizeLinear_onnx::Conv_565_1", type=DequantizeLinear]; "70 /features/features.4/conv/conv.0/conv.0.0/Conv" [id=70, type=Conv]; "71 /features/features.4/conv/conv.0/conv.0.2/Constant" [id=71, type=Constant]; "72 /features/features.4/conv/conv.0/conv.0.2/Constant_1" [id=72, type=Constant]; "73 /features/features.4/conv/conv.0/conv.0.2/Clip" [id=73, type=Clip]; "74 QuantizeLinear_/features/features.4/conv/conv.0/conv.0.2/Clip_output_0_1" [id=74, type=QuantizeLinear]; "75 DequantizeLinear_/features/features.4/conv/conv.0/conv.0.2/Clip_output_0_1" [id=75, type=DequantizeLinear]; -"76 QuantizeLinear_onnx^^Conv_568_1" [id=76, type=QuantizeLinear]; -"77 DequantizeLinear_onnx^^Conv_568_1" [id=77, type=DequantizeLinear]; +"76 QuantizeLinear_onnx^^Conv_568_1" [id=76, label="76 QuantizeLinear_onnx::Conv_568_1", type=QuantizeLinear]; +"77 DequantizeLinear_onnx^^Conv_568_1" [id=77, label="77 DequantizeLinear_onnx::Conv_568_1", type=DequantizeLinear]; "78 /features/features.4/conv/conv.1/conv.1.0/Conv" [id=78, type=Conv]; "79 /features/features.4/conv/conv.1/conv.1.2/Constant" [id=79, type=Constant]; "80 /features/features.4/conv/conv.1/conv.1.2/Constant_1" [id=80, type=Constant]; "81 /features/features.4/conv/conv.1/conv.1.2/Clip" [id=81, type=Clip]; "82 QuantizeLinear_/features/features.4/conv/conv.1/conv.1.2/Clip_output_0_1" [id=82, type=QuantizeLinear]; "83 DequantizeLinear_/features/features.4/conv/conv.1/conv.1.2/Clip_output_0_1" [id=83, type=DequantizeLinear]; -"84 QuantizeLinear_onnx^^Conv_571_1" [id=84, type=QuantizeLinear]; -"85 DequantizeLinear_onnx^^Conv_571_1" [id=85, type=DequantizeLinear]; +"84 QuantizeLinear_onnx^^Conv_571_1" [id=84, label="84 QuantizeLinear_onnx::Conv_571_1", type=QuantizeLinear]; +"85 DequantizeLinear_onnx^^Conv_571_1" [id=85, label="85 DequantizeLinear_onnx::Conv_571_1", type=DequantizeLinear]; "86 /features/features.4/conv/conv.2/Conv" [id=86, type=Conv]; "87 QuantizeLinear_/features/features.4/conv/conv.2/Conv_output_0_1" [id=87, type=QuantizeLinear]; "88 DequantizeLinear_/features/features.4/conv/conv.2/Conv_output_0_1" [id=88, type=DequantizeLinear]; -"89 QuantizeLinear_onnx^^Conv_574_1" [id=89, type=QuantizeLinear]; -"90 DequantizeLinear_onnx^^Conv_574_1" [id=90, type=DequantizeLinear]; +"89 QuantizeLinear_onnx^^Conv_574_1" [id=89, label="89 QuantizeLinear_onnx::Conv_574_1", type=QuantizeLinear]; +"90 DequantizeLinear_onnx^^Conv_574_1" [id=90, label="90 DequantizeLinear_onnx::Conv_574_1", type=DequantizeLinear]; "91 /features/features.5/conv/conv.0/conv.0.0/Conv" [id=91, type=Conv]; "92 /features/features.5/conv/conv.0/conv.0.2/Constant" [id=92, type=Constant]; "93 /features/features.5/conv/conv.0/conv.0.2/Constant_1" [id=93, type=Constant]; "94 /features/features.5/conv/conv.0/conv.0.2/Clip" [id=94, type=Clip]; "95 QuantizeLinear_/features/features.5/conv/conv.0/conv.0.2/Clip_output_0_1" [id=95, type=QuantizeLinear]; "96 DequantizeLinear_/features/features.5/conv/conv.0/conv.0.2/Clip_output_0_1" [id=96, type=DequantizeLinear]; -"97 QuantizeLinear_onnx^^Conv_577_1" [id=97, type=QuantizeLinear]; -"98 DequantizeLinear_onnx^^Conv_577_1" [id=98, type=DequantizeLinear]; +"97 QuantizeLinear_onnx^^Conv_577_1" [id=97, label="97 QuantizeLinear_onnx::Conv_577_1", type=QuantizeLinear]; +"98 DequantizeLinear_onnx^^Conv_577_1" [id=98, label="98 DequantizeLinear_onnx::Conv_577_1", type=DequantizeLinear]; "99 /features/features.5/conv/conv.1/conv.1.0/Conv" [id=99, type=Conv]; "100 /features/features.5/conv/conv.1/conv.1.2/Constant" [id=100, type=Constant]; "101 /features/features.5/conv/conv.1/conv.1.2/Constant_1" [id=101, type=Constant]; "102 /features/features.5/conv/conv.1/conv.1.2/Clip" [id=102, type=Clip]; "103 QuantizeLinear_/features/features.5/conv/conv.1/conv.1.2/Clip_output_0_1" [id=103, type=QuantizeLinear]; "104 DequantizeLinear_/features/features.5/conv/conv.1/conv.1.2/Clip_output_0_1" [id=104, type=DequantizeLinear]; -"105 QuantizeLinear_onnx^^Conv_580_1" [id=105, type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_580_1" [id=106, type=DequantizeLinear]; +"105 QuantizeLinear_onnx^^Conv_580_1" [id=105, label="105 QuantizeLinear_onnx::Conv_580_1", type=QuantizeLinear]; +"106 DequantizeLinear_onnx^^Conv_580_1" [id=106, label="106 DequantizeLinear_onnx::Conv_580_1", type=DequantizeLinear]; "107 /features/features.5/conv/conv.2/Conv" [id=107, type=Conv]; "108 QuantizeLinear_/features/features.5/conv/conv.2/Conv_output_0_1" [id=108, type=QuantizeLinear]; "109 DequantizeLinear_/features/features.5/conv/conv.2/Conv_output_0_1" [id=109, type=DequantizeLinear]; "110 /features/features.5/Add" [id=110, type=Add]; "111 QuantizeLinear_/features/features.5/Add_output_0_1" [id=111, type=QuantizeLinear]; "112 DequantizeLinear_/features/features.5/Add_output_0_1" [id=112, type=DequantizeLinear]; -"113 QuantizeLinear_onnx^^Conv_583_1" [id=113, type=QuantizeLinear]; -"114 DequantizeLinear_onnx^^Conv_583_1" [id=114, type=DequantizeLinear]; +"113 QuantizeLinear_onnx^^Conv_583_1" [id=113, label="113 QuantizeLinear_onnx::Conv_583_1", type=QuantizeLinear]; +"114 DequantizeLinear_onnx^^Conv_583_1" [id=114, label="114 DequantizeLinear_onnx::Conv_583_1", type=DequantizeLinear]; "115 /features/features.6/conv/conv.0/conv.0.0/Conv" [id=115, type=Conv]; "116 /features/features.6/conv/conv.0/conv.0.2/Constant" [id=116, type=Constant]; "117 /features/features.6/conv/conv.0/conv.0.2/Constant_1" [id=117, type=Constant]; "118 /features/features.6/conv/conv.0/conv.0.2/Clip" [id=118, type=Clip]; "119 QuantizeLinear_/features/features.6/conv/conv.0/conv.0.2/Clip_output_0_1" [id=119, type=QuantizeLinear]; "120 DequantizeLinear_/features/features.6/conv/conv.0/conv.0.2/Clip_output_0_1" [id=120, type=DequantizeLinear]; -"121 QuantizeLinear_onnx^^Conv_586_1" [id=121, type=QuantizeLinear]; -"122 DequantizeLinear_onnx^^Conv_586_1" [id=122, type=DequantizeLinear]; +"121 QuantizeLinear_onnx^^Conv_586_1" [id=121, label="121 QuantizeLinear_onnx::Conv_586_1", type=QuantizeLinear]; +"122 DequantizeLinear_onnx^^Conv_586_1" [id=122, label="122 DequantizeLinear_onnx::Conv_586_1", type=DequantizeLinear]; "123 /features/features.6/conv/conv.1/conv.1.0/Conv" [id=123, type=Conv]; "124 /features/features.6/conv/conv.1/conv.1.2/Constant" [id=124, type=Constant]; "125 /features/features.6/conv/conv.1/conv.1.2/Constant_1" [id=125, type=Constant]; "126 /features/features.6/conv/conv.1/conv.1.2/Clip" [id=126, type=Clip]; "127 QuantizeLinear_/features/features.6/conv/conv.1/conv.1.2/Clip_output_0_1" [id=127, type=QuantizeLinear]; "128 DequantizeLinear_/features/features.6/conv/conv.1/conv.1.2/Clip_output_0_1" [id=128, type=DequantizeLinear]; -"129 QuantizeLinear_onnx^^Conv_589_1" [id=129, type=QuantizeLinear]; -"130 DequantizeLinear_onnx^^Conv_589_1" [id=130, type=DequantizeLinear]; +"129 QuantizeLinear_onnx^^Conv_589_1" [id=129, label="129 QuantizeLinear_onnx::Conv_589_1", type=QuantizeLinear]; +"130 DequantizeLinear_onnx^^Conv_589_1" [id=130, label="130 DequantizeLinear_onnx::Conv_589_1", type=DequantizeLinear]; "131 /features/features.6/conv/conv.2/Conv" [id=131, type=Conv]; "132 QuantizeLinear_/features/features.6/conv/conv.2/Conv_output_0_1" [id=132, type=QuantizeLinear]; "133 DequantizeLinear_/features/features.6/conv/conv.2/Conv_output_0_1" [id=133, type=DequantizeLinear]; "134 /features/features.6/Add" [id=134, type=Add]; "135 QuantizeLinear_/features/features.6/Add_output_0_1" [id=135, type=QuantizeLinear]; "136 DequantizeLinear_/features/features.6/Add_output_0_1" [id=136, type=DequantizeLinear]; -"137 QuantizeLinear_onnx^^Conv_592_1" [id=137, type=QuantizeLinear]; -"138 DequantizeLinear_onnx^^Conv_592_1" [id=138, type=DequantizeLinear]; +"137 QuantizeLinear_onnx^^Conv_592_1" [id=137, label="137 QuantizeLinear_onnx::Conv_592_1", type=QuantizeLinear]; +"138 DequantizeLinear_onnx^^Conv_592_1" [id=138, label="138 DequantizeLinear_onnx::Conv_592_1", type=DequantizeLinear]; "139 /features/features.7/conv/conv.0/conv.0.0/Conv" [id=139, type=Conv]; "140 /features/features.7/conv/conv.0/conv.0.2/Constant" [id=140, type=Constant]; "141 /features/features.7/conv/conv.0/conv.0.2/Constant_1" [id=141, type=Constant]; "142 /features/features.7/conv/conv.0/conv.0.2/Clip" [id=142, type=Clip]; "143 QuantizeLinear_/features/features.7/conv/conv.0/conv.0.2/Clip_output_0_1" [id=143, type=QuantizeLinear]; "144 DequantizeLinear_/features/features.7/conv/conv.0/conv.0.2/Clip_output_0_1" [id=144, type=DequantizeLinear]; -"145 QuantizeLinear_onnx^^Conv_595_1" [id=145, type=QuantizeLinear]; -"146 DequantizeLinear_onnx^^Conv_595_1" [id=146, type=DequantizeLinear]; +"145 QuantizeLinear_onnx^^Conv_595_1" [id=145, label="145 QuantizeLinear_onnx::Conv_595_1", type=QuantizeLinear]; +"146 DequantizeLinear_onnx^^Conv_595_1" [id=146, label="146 DequantizeLinear_onnx::Conv_595_1", type=DequantizeLinear]; "147 /features/features.7/conv/conv.1/conv.1.0/Conv" [id=147, type=Conv]; "148 /features/features.7/conv/conv.1/conv.1.2/Constant" [id=148, type=Constant]; "149 /features/features.7/conv/conv.1/conv.1.2/Constant_1" [id=149, type=Constant]; "150 /features/features.7/conv/conv.1/conv.1.2/Clip" [id=150, type=Clip]; "151 QuantizeLinear_/features/features.7/conv/conv.1/conv.1.2/Clip_output_0_1" [id=151, type=QuantizeLinear]; "152 DequantizeLinear_/features/features.7/conv/conv.1/conv.1.2/Clip_output_0_1" [id=152, type=DequantizeLinear]; -"153 QuantizeLinear_onnx^^Conv_598_1" [id=153, type=QuantizeLinear]; -"154 DequantizeLinear_onnx^^Conv_598_1" [id=154, type=DequantizeLinear]; +"153 QuantizeLinear_onnx^^Conv_598_1" [id=153, label="153 QuantizeLinear_onnx::Conv_598_1", type=QuantizeLinear]; +"154 DequantizeLinear_onnx^^Conv_598_1" [id=154, label="154 DequantizeLinear_onnx::Conv_598_1", type=DequantizeLinear]; "155 /features/features.7/conv/conv.2/Conv" [id=155, type=Conv]; "156 QuantizeLinear_/features/features.7/conv/conv.2/Conv_output_0_1" [id=156, type=QuantizeLinear]; "157 DequantizeLinear_/features/features.7/conv/conv.2/Conv_output_0_1" [id=157, type=DequantizeLinear]; -"158 QuantizeLinear_onnx^^Conv_601_1" [id=158, type=QuantizeLinear]; -"159 DequantizeLinear_onnx^^Conv_601_1" [id=159, type=DequantizeLinear]; +"158 QuantizeLinear_onnx^^Conv_601_1" [id=158, label="158 QuantizeLinear_onnx::Conv_601_1", type=QuantizeLinear]; +"159 DequantizeLinear_onnx^^Conv_601_1" [id=159, label="159 DequantizeLinear_onnx::Conv_601_1", type=DequantizeLinear]; "160 /features/features.8/conv/conv.0/conv.0.0/Conv" [id=160, type=Conv]; "161 /features/features.8/conv/conv.0/conv.0.2/Constant" [id=161, type=Constant]; "162 /features/features.8/conv/conv.0/conv.0.2/Constant_1" [id=162, type=Constant]; "163 /features/features.8/conv/conv.0/conv.0.2/Clip" [id=163, type=Clip]; "164 QuantizeLinear_/features/features.8/conv/conv.0/conv.0.2/Clip_output_0_1" [id=164, type=QuantizeLinear]; "165 DequantizeLinear_/features/features.8/conv/conv.0/conv.0.2/Clip_output_0_1" [id=165, type=DequantizeLinear]; -"166 QuantizeLinear_onnx^^Conv_604_1" [id=166, type=QuantizeLinear]; -"167 DequantizeLinear_onnx^^Conv_604_1" [id=167, type=DequantizeLinear]; +"166 QuantizeLinear_onnx^^Conv_604_1" [id=166, label="166 QuantizeLinear_onnx::Conv_604_1", type=QuantizeLinear]; +"167 DequantizeLinear_onnx^^Conv_604_1" [id=167, label="167 DequantizeLinear_onnx::Conv_604_1", type=DequantizeLinear]; "168 /features/features.8/conv/conv.1/conv.1.0/Conv" [id=168, type=Conv]; "169 /features/features.8/conv/conv.1/conv.1.2/Constant" [id=169, type=Constant]; "170 /features/features.8/conv/conv.1/conv.1.2/Constant_1" [id=170, type=Constant]; "171 /features/features.8/conv/conv.1/conv.1.2/Clip" [id=171, type=Clip]; "172 QuantizeLinear_/features/features.8/conv/conv.1/conv.1.2/Clip_output_0_1" [id=172, type=QuantizeLinear]; "173 DequantizeLinear_/features/features.8/conv/conv.1/conv.1.2/Clip_output_0_1" [id=173, type=DequantizeLinear]; -"174 QuantizeLinear_onnx^^Conv_607_1" [id=174, type=QuantizeLinear]; -"175 DequantizeLinear_onnx^^Conv_607_1" [id=175, type=DequantizeLinear]; +"174 QuantizeLinear_onnx^^Conv_607_1" [id=174, label="174 QuantizeLinear_onnx::Conv_607_1", type=QuantizeLinear]; +"175 DequantizeLinear_onnx^^Conv_607_1" [id=175, label="175 DequantizeLinear_onnx::Conv_607_1", type=DequantizeLinear]; "176 /features/features.8/conv/conv.2/Conv" [id=176, type=Conv]; "177 QuantizeLinear_/features/features.8/conv/conv.2/Conv_output_0_1" [id=177, type=QuantizeLinear]; "178 DequantizeLinear_/features/features.8/conv/conv.2/Conv_output_0_1" [id=178, type=DequantizeLinear]; "179 /features/features.8/Add" [id=179, type=Add]; "180 QuantizeLinear_/features/features.8/Add_output_0_1" [id=180, type=QuantizeLinear]; "181 DequantizeLinear_/features/features.8/Add_output_0_1" [id=181, type=DequantizeLinear]; -"182 QuantizeLinear_onnx^^Conv_610_1" [id=182, type=QuantizeLinear]; -"183 DequantizeLinear_onnx^^Conv_610_1" [id=183, type=DequantizeLinear]; +"182 QuantizeLinear_onnx^^Conv_610_1" [id=182, label="182 QuantizeLinear_onnx::Conv_610_1", type=QuantizeLinear]; +"183 DequantizeLinear_onnx^^Conv_610_1" [id=183, label="183 DequantizeLinear_onnx::Conv_610_1", type=DequantizeLinear]; "184 /features/features.9/conv/conv.0/conv.0.0/Conv" [id=184, type=Conv]; "185 /features/features.9/conv/conv.0/conv.0.2/Constant" [id=185, type=Constant]; "186 /features/features.9/conv/conv.0/conv.0.2/Constant_1" [id=186, type=Constant]; "187 /features/features.9/conv/conv.0/conv.0.2/Clip" [id=187, type=Clip]; "188 QuantizeLinear_/features/features.9/conv/conv.0/conv.0.2/Clip_output_0_1" [id=188, type=QuantizeLinear]; "189 DequantizeLinear_/features/features.9/conv/conv.0/conv.0.2/Clip_output_0_1" [id=189, type=DequantizeLinear]; -"190 QuantizeLinear_onnx^^Conv_613_1" [id=190, type=QuantizeLinear]; -"191 DequantizeLinear_onnx^^Conv_613_1" [id=191, type=DequantizeLinear]; +"190 QuantizeLinear_onnx^^Conv_613_1" [id=190, label="190 QuantizeLinear_onnx::Conv_613_1", type=QuantizeLinear]; +"191 DequantizeLinear_onnx^^Conv_613_1" [id=191, label="191 DequantizeLinear_onnx::Conv_613_1", type=DequantizeLinear]; "192 /features/features.9/conv/conv.1/conv.1.0/Conv" [id=192, type=Conv]; "193 /features/features.9/conv/conv.1/conv.1.2/Constant" [id=193, type=Constant]; "194 /features/features.9/conv/conv.1/conv.1.2/Constant_1" [id=194, type=Constant]; "195 /features/features.9/conv/conv.1/conv.1.2/Clip" [id=195, type=Clip]; "196 QuantizeLinear_/features/features.9/conv/conv.1/conv.1.2/Clip_output_0_1" [id=196, type=QuantizeLinear]; "197 DequantizeLinear_/features/features.9/conv/conv.1/conv.1.2/Clip_output_0_1" [id=197, type=DequantizeLinear]; -"198 QuantizeLinear_onnx^^Conv_616_1" [id=198, type=QuantizeLinear]; -"199 DequantizeLinear_onnx^^Conv_616_1" [id=199, type=DequantizeLinear]; +"198 QuantizeLinear_onnx^^Conv_616_1" [id=198, label="198 QuantizeLinear_onnx::Conv_616_1", type=QuantizeLinear]; +"199 DequantizeLinear_onnx^^Conv_616_1" [id=199, label="199 DequantizeLinear_onnx::Conv_616_1", type=DequantizeLinear]; "200 /features/features.9/conv/conv.2/Conv" [id=200, type=Conv]; "201 QuantizeLinear_/features/features.9/conv/conv.2/Conv_output_0_1" [id=201, type=QuantizeLinear]; "202 DequantizeLinear_/features/features.9/conv/conv.2/Conv_output_0_1" [id=202, type=DequantizeLinear]; "203 /features/features.9/Add" [id=203, type=Add]; "204 QuantizeLinear_/features/features.9/Add_output_0_1" [id=204, type=QuantizeLinear]; "205 DequantizeLinear_/features/features.9/Add_output_0_1" [id=205, type=DequantizeLinear]; -"206 QuantizeLinear_onnx^^Conv_619_1" [id=206, type=QuantizeLinear]; -"207 DequantizeLinear_onnx^^Conv_619_1" [id=207, type=DequantizeLinear]; +"206 QuantizeLinear_onnx^^Conv_619_1" [id=206, label="206 QuantizeLinear_onnx::Conv_619_1", type=QuantizeLinear]; +"207 DequantizeLinear_onnx^^Conv_619_1" [id=207, label="207 DequantizeLinear_onnx::Conv_619_1", type=DequantizeLinear]; "208 /features/features.10/conv/conv.0/conv.0.0/Conv" [id=208, type=Conv]; "209 /features/features.10/conv/conv.0/conv.0.2/Constant" [id=209, type=Constant]; "210 /features/features.10/conv/conv.0/conv.0.2/Constant_1" [id=210, type=Constant]; "211 /features/features.10/conv/conv.0/conv.0.2/Clip" [id=211, type=Clip]; "212 QuantizeLinear_/features/features.10/conv/conv.0/conv.0.2/Clip_output_0_1" [id=212, type=QuantizeLinear]; "213 DequantizeLinear_/features/features.10/conv/conv.0/conv.0.2/Clip_output_0_1" [id=213, type=DequantizeLinear]; -"214 QuantizeLinear_onnx^^Conv_622_1" [id=214, type=QuantizeLinear]; -"215 DequantizeLinear_onnx^^Conv_622_1" [id=215, type=DequantizeLinear]; +"214 QuantizeLinear_onnx^^Conv_622_1" [id=214, label="214 QuantizeLinear_onnx::Conv_622_1", type=QuantizeLinear]; +"215 DequantizeLinear_onnx^^Conv_622_1" [id=215, label="215 DequantizeLinear_onnx::Conv_622_1", type=DequantizeLinear]; "216 /features/features.10/conv/conv.1/conv.1.0/Conv" [id=216, type=Conv]; "217 /features/features.10/conv/conv.1/conv.1.2/Constant" [id=217, type=Constant]; "218 /features/features.10/conv/conv.1/conv.1.2/Constant_1" [id=218, type=Constant]; "219 /features/features.10/conv/conv.1/conv.1.2/Clip" [id=219, type=Clip]; "220 QuantizeLinear_/features/features.10/conv/conv.1/conv.1.2/Clip_output_0_1" [id=220, type=QuantizeLinear]; "221 DequantizeLinear_/features/features.10/conv/conv.1/conv.1.2/Clip_output_0_1" [id=221, type=DequantizeLinear]; -"222 QuantizeLinear_onnx^^Conv_625_1" [id=222, type=QuantizeLinear]; -"223 DequantizeLinear_onnx^^Conv_625_1" [id=223, type=DequantizeLinear]; +"222 QuantizeLinear_onnx^^Conv_625_1" [id=222, label="222 QuantizeLinear_onnx::Conv_625_1", type=QuantizeLinear]; +"223 DequantizeLinear_onnx^^Conv_625_1" [id=223, label="223 DequantizeLinear_onnx::Conv_625_1", type=DequantizeLinear]; "224 /features/features.10/conv/conv.2/Conv" [id=224, type=Conv]; "225 QuantizeLinear_/features/features.10/conv/conv.2/Conv_output_0_1" [id=225, type=QuantizeLinear]; "226 DequantizeLinear_/features/features.10/conv/conv.2/Conv_output_0_1" [id=226, type=DequantizeLinear]; "227 /features/features.10/Add" [id=227, type=Add]; "228 QuantizeLinear_/features/features.10/Add_output_0_1" [id=228, type=QuantizeLinear]; "229 DequantizeLinear_/features/features.10/Add_output_0_1" [id=229, type=DequantizeLinear]; -"230 QuantizeLinear_onnx^^Conv_628_1" [id=230, type=QuantizeLinear]; -"231 DequantizeLinear_onnx^^Conv_628_1" [id=231, type=DequantizeLinear]; +"230 QuantizeLinear_onnx^^Conv_628_1" [id=230, label="230 QuantizeLinear_onnx::Conv_628_1", type=QuantizeLinear]; +"231 DequantizeLinear_onnx^^Conv_628_1" [id=231, label="231 DequantizeLinear_onnx::Conv_628_1", type=DequantizeLinear]; "232 /features/features.11/conv/conv.0/conv.0.0/Conv" [id=232, type=Conv]; "233 /features/features.11/conv/conv.0/conv.0.2/Constant" [id=233, type=Constant]; "234 /features/features.11/conv/conv.0/conv.0.2/Constant_1" [id=234, type=Constant]; "235 /features/features.11/conv/conv.0/conv.0.2/Clip" [id=235, type=Clip]; "236 QuantizeLinear_/features/features.11/conv/conv.0/conv.0.2/Clip_output_0_1" [id=236, type=QuantizeLinear]; "237 DequantizeLinear_/features/features.11/conv/conv.0/conv.0.2/Clip_output_0_1" [id=237, type=DequantizeLinear]; -"238 QuantizeLinear_onnx^^Conv_631_1" [id=238, type=QuantizeLinear]; -"239 DequantizeLinear_onnx^^Conv_631_1" [id=239, type=DequantizeLinear]; +"238 QuantizeLinear_onnx^^Conv_631_1" [id=238, label="238 QuantizeLinear_onnx::Conv_631_1", type=QuantizeLinear]; +"239 DequantizeLinear_onnx^^Conv_631_1" [id=239, label="239 DequantizeLinear_onnx::Conv_631_1", type=DequantizeLinear]; "240 /features/features.11/conv/conv.1/conv.1.0/Conv" [id=240, type=Conv]; "241 /features/features.11/conv/conv.1/conv.1.2/Constant" [id=241, type=Constant]; "242 /features/features.11/conv/conv.1/conv.1.2/Constant_1" [id=242, type=Constant]; "243 /features/features.11/conv/conv.1/conv.1.2/Clip" [id=243, type=Clip]; "244 QuantizeLinear_/features/features.11/conv/conv.1/conv.1.2/Clip_output_0_1" [id=244, type=QuantizeLinear]; "245 DequantizeLinear_/features/features.11/conv/conv.1/conv.1.2/Clip_output_0_1" [id=245, type=DequantizeLinear]; -"246 QuantizeLinear_onnx^^Conv_634_1" [id=246, type=QuantizeLinear]; -"247 DequantizeLinear_onnx^^Conv_634_1" [id=247, type=DequantizeLinear]; +"246 QuantizeLinear_onnx^^Conv_634_1" [id=246, label="246 QuantizeLinear_onnx::Conv_634_1", type=QuantizeLinear]; +"247 DequantizeLinear_onnx^^Conv_634_1" [id=247, label="247 DequantizeLinear_onnx::Conv_634_1", type=DequantizeLinear]; "248 /features/features.11/conv/conv.2/Conv" [id=248, type=Conv]; "249 QuantizeLinear_/features/features.11/conv/conv.2/Conv_output_0_1" [id=249, type=QuantizeLinear]; "250 DequantizeLinear_/features/features.11/conv/conv.2/Conv_output_0_1" [id=250, type=DequantizeLinear]; -"251 QuantizeLinear_onnx^^Conv_637_1" [id=251, type=QuantizeLinear]; -"252 DequantizeLinear_onnx^^Conv_637_1" [id=252, type=DequantizeLinear]; +"251 QuantizeLinear_onnx^^Conv_637_1" [id=251, label="251 QuantizeLinear_onnx::Conv_637_1", type=QuantizeLinear]; +"252 DequantizeLinear_onnx^^Conv_637_1" [id=252, label="252 DequantizeLinear_onnx::Conv_637_1", type=DequantizeLinear]; "253 /features/features.12/conv/conv.0/conv.0.0/Conv" [id=253, type=Conv]; "254 /features/features.12/conv/conv.0/conv.0.2/Constant" [id=254, type=Constant]; "255 /features/features.12/conv/conv.0/conv.0.2/Constant_1" [id=255, type=Constant]; "256 /features/features.12/conv/conv.0/conv.0.2/Clip" [id=256, type=Clip]; "257 QuantizeLinear_/features/features.12/conv/conv.0/conv.0.2/Clip_output_0_1" [id=257, type=QuantizeLinear]; "258 DequantizeLinear_/features/features.12/conv/conv.0/conv.0.2/Clip_output_0_1" [id=258, type=DequantizeLinear]; -"259 QuantizeLinear_onnx^^Conv_640_1" [id=259, type=QuantizeLinear]; -"260 DequantizeLinear_onnx^^Conv_640_1" [id=260, type=DequantizeLinear]; +"259 QuantizeLinear_onnx^^Conv_640_1" [id=259, label="259 QuantizeLinear_onnx::Conv_640_1", type=QuantizeLinear]; +"260 DequantizeLinear_onnx^^Conv_640_1" [id=260, label="260 DequantizeLinear_onnx::Conv_640_1", type=DequantizeLinear]; "261 /features/features.12/conv/conv.1/conv.1.0/Conv" [id=261, type=Conv]; "262 /features/features.12/conv/conv.1/conv.1.2/Constant" [id=262, type=Constant]; "263 /features/features.12/conv/conv.1/conv.1.2/Constant_1" [id=263, type=Constant]; "264 /features/features.12/conv/conv.1/conv.1.2/Clip" [id=264, type=Clip]; "265 QuantizeLinear_/features/features.12/conv/conv.1/conv.1.2/Clip_output_0_1" [id=265, type=QuantizeLinear]; "266 DequantizeLinear_/features/features.12/conv/conv.1/conv.1.2/Clip_output_0_1" [id=266, type=DequantizeLinear]; -"267 QuantizeLinear_onnx^^Conv_643_1" [id=267, type=QuantizeLinear]; -"268 DequantizeLinear_onnx^^Conv_643_1" [id=268, type=DequantizeLinear]; +"267 QuantizeLinear_onnx^^Conv_643_1" [id=267, label="267 QuantizeLinear_onnx::Conv_643_1", type=QuantizeLinear]; +"268 DequantizeLinear_onnx^^Conv_643_1" [id=268, label="268 DequantizeLinear_onnx::Conv_643_1", type=DequantizeLinear]; "269 /features/features.12/conv/conv.2/Conv" [id=269, type=Conv]; "270 QuantizeLinear_/features/features.12/conv/conv.2/Conv_output_0_1" [id=270, type=QuantizeLinear]; "271 DequantizeLinear_/features/features.12/conv/conv.2/Conv_output_0_1" [id=271, type=DequantizeLinear]; "272 /features/features.12/Add" [id=272, type=Add]; "273 QuantizeLinear_/features/features.12/Add_output_0_1" [id=273, type=QuantizeLinear]; "274 DequantizeLinear_/features/features.12/Add_output_0_1" [id=274, type=DequantizeLinear]; -"275 QuantizeLinear_onnx^^Conv_646_1" [id=275, type=QuantizeLinear]; -"276 DequantizeLinear_onnx^^Conv_646_1" [id=276, type=DequantizeLinear]; +"275 QuantizeLinear_onnx^^Conv_646_1" [id=275, label="275 QuantizeLinear_onnx::Conv_646_1", type=QuantizeLinear]; +"276 DequantizeLinear_onnx^^Conv_646_1" [id=276, label="276 DequantizeLinear_onnx::Conv_646_1", type=DequantizeLinear]; "277 /features/features.13/conv/conv.0/conv.0.0/Conv" [id=277, type=Conv]; "278 /features/features.13/conv/conv.0/conv.0.2/Constant" [id=278, type=Constant]; "279 /features/features.13/conv/conv.0/conv.0.2/Constant_1" [id=279, type=Constant]; "280 /features/features.13/conv/conv.0/conv.0.2/Clip" [id=280, type=Clip]; "281 QuantizeLinear_/features/features.13/conv/conv.0/conv.0.2/Clip_output_0_1" [id=281, type=QuantizeLinear]; "282 DequantizeLinear_/features/features.13/conv/conv.0/conv.0.2/Clip_output_0_1" [id=282, type=DequantizeLinear]; -"283 QuantizeLinear_onnx^^Conv_649_1" [id=283, type=QuantizeLinear]; -"284 DequantizeLinear_onnx^^Conv_649_1" [id=284, type=DequantizeLinear]; +"283 QuantizeLinear_onnx^^Conv_649_1" [id=283, label="283 QuantizeLinear_onnx::Conv_649_1", type=QuantizeLinear]; +"284 DequantizeLinear_onnx^^Conv_649_1" [id=284, label="284 DequantizeLinear_onnx::Conv_649_1", type=DequantizeLinear]; "285 /features/features.13/conv/conv.1/conv.1.0/Conv" [id=285, type=Conv]; "286 /features/features.13/conv/conv.1/conv.1.2/Constant" [id=286, type=Constant]; "287 /features/features.13/conv/conv.1/conv.1.2/Constant_1" [id=287, type=Constant]; "288 /features/features.13/conv/conv.1/conv.1.2/Clip" [id=288, type=Clip]; "289 QuantizeLinear_/features/features.13/conv/conv.1/conv.1.2/Clip_output_0_1" [id=289, type=QuantizeLinear]; "290 DequantizeLinear_/features/features.13/conv/conv.1/conv.1.2/Clip_output_0_1" [id=290, type=DequantizeLinear]; -"291 QuantizeLinear_onnx^^Conv_652_1" [id=291, type=QuantizeLinear]; -"292 DequantizeLinear_onnx^^Conv_652_1" [id=292, type=DequantizeLinear]; +"291 QuantizeLinear_onnx^^Conv_652_1" [id=291, label="291 QuantizeLinear_onnx::Conv_652_1", type=QuantizeLinear]; +"292 DequantizeLinear_onnx^^Conv_652_1" [id=292, label="292 DequantizeLinear_onnx::Conv_652_1", type=DequantizeLinear]; "293 /features/features.13/conv/conv.2/Conv" [id=293, type=Conv]; "294 QuantizeLinear_/features/features.13/conv/conv.2/Conv_output_0_1" [id=294, type=QuantizeLinear]; "295 DequantizeLinear_/features/features.13/conv/conv.2/Conv_output_0_1" [id=295, type=DequantizeLinear]; "296 /features/features.13/Add" [id=296, type=Add]; "297 QuantizeLinear_/features/features.13/Add_output_0_1" [id=297, type=QuantizeLinear]; "298 DequantizeLinear_/features/features.13/Add_output_0_1" [id=298, type=DequantizeLinear]; -"299 QuantizeLinear_onnx^^Conv_655_1" [id=299, type=QuantizeLinear]; -"300 DequantizeLinear_onnx^^Conv_655_1" [id=300, type=DequantizeLinear]; +"299 QuantizeLinear_onnx^^Conv_655_1" [id=299, label="299 QuantizeLinear_onnx::Conv_655_1", type=QuantizeLinear]; +"300 DequantizeLinear_onnx^^Conv_655_1" [id=300, label="300 DequantizeLinear_onnx::Conv_655_1", type=DequantizeLinear]; "301 /features/features.14/conv/conv.0/conv.0.0/Conv" [id=301, type=Conv]; "302 /features/features.14/conv/conv.0/conv.0.2/Constant" [id=302, type=Constant]; "303 /features/features.14/conv/conv.0/conv.0.2/Constant_1" [id=303, type=Constant]; "304 /features/features.14/conv/conv.0/conv.0.2/Clip" [id=304, type=Clip]; "305 QuantizeLinear_/features/features.14/conv/conv.0/conv.0.2/Clip_output_0_1" [id=305, type=QuantizeLinear]; "306 DequantizeLinear_/features/features.14/conv/conv.0/conv.0.2/Clip_output_0_1" [id=306, type=DequantizeLinear]; -"307 QuantizeLinear_onnx^^Conv_658_1" [id=307, type=QuantizeLinear]; -"308 DequantizeLinear_onnx^^Conv_658_1" [id=308, type=DequantizeLinear]; +"307 QuantizeLinear_onnx^^Conv_658_1" [id=307, label="307 QuantizeLinear_onnx::Conv_658_1", type=QuantizeLinear]; +"308 DequantizeLinear_onnx^^Conv_658_1" [id=308, label="308 DequantizeLinear_onnx::Conv_658_1", type=DequantizeLinear]; "309 /features/features.14/conv/conv.1/conv.1.0/Conv" [id=309, type=Conv]; "310 /features/features.14/conv/conv.1/conv.1.2/Constant" [id=310, type=Constant]; "311 /features/features.14/conv/conv.1/conv.1.2/Constant_1" [id=311, type=Constant]; "312 /features/features.14/conv/conv.1/conv.1.2/Clip" [id=312, type=Clip]; "313 QuantizeLinear_/features/features.14/conv/conv.1/conv.1.2/Clip_output_0_1" [id=313, type=QuantizeLinear]; "314 DequantizeLinear_/features/features.14/conv/conv.1/conv.1.2/Clip_output_0_1" [id=314, type=DequantizeLinear]; -"315 QuantizeLinear_onnx^^Conv_661_1" [id=315, type=QuantizeLinear]; -"316 DequantizeLinear_onnx^^Conv_661_1" [id=316, type=DequantizeLinear]; +"315 QuantizeLinear_onnx^^Conv_661_1" [id=315, label="315 QuantizeLinear_onnx::Conv_661_1", type=QuantizeLinear]; +"316 DequantizeLinear_onnx^^Conv_661_1" [id=316, label="316 DequantizeLinear_onnx::Conv_661_1", type=DequantizeLinear]; "317 /features/features.14/conv/conv.2/Conv" [id=317, type=Conv]; "318 QuantizeLinear_/features/features.14/conv/conv.2/Conv_output_0_1" [id=318, type=QuantizeLinear]; "319 DequantizeLinear_/features/features.14/conv/conv.2/Conv_output_0_1" [id=319, type=DequantizeLinear]; -"320 QuantizeLinear_onnx^^Conv_664_1" [id=320, type=QuantizeLinear]; -"321 DequantizeLinear_onnx^^Conv_664_1" [id=321, type=DequantizeLinear]; +"320 QuantizeLinear_onnx^^Conv_664_1" [id=320, label="320 QuantizeLinear_onnx::Conv_664_1", type=QuantizeLinear]; +"321 DequantizeLinear_onnx^^Conv_664_1" [id=321, label="321 DequantizeLinear_onnx::Conv_664_1", type=DequantizeLinear]; "322 /features/features.15/conv/conv.0/conv.0.0/Conv" [id=322, type=Conv]; "323 /features/features.15/conv/conv.0/conv.0.2/Constant" [id=323, type=Constant]; "324 /features/features.15/conv/conv.0/conv.0.2/Constant_1" [id=324, type=Constant]; "325 /features/features.15/conv/conv.0/conv.0.2/Clip" [id=325, type=Clip]; "326 QuantizeLinear_/features/features.15/conv/conv.0/conv.0.2/Clip_output_0_1" [id=326, type=QuantizeLinear]; "327 DequantizeLinear_/features/features.15/conv/conv.0/conv.0.2/Clip_output_0_1" [id=327, type=DequantizeLinear]; -"328 QuantizeLinear_onnx^^Conv_667_1" [id=328, type=QuantizeLinear]; -"329 DequantizeLinear_onnx^^Conv_667_1" [id=329, type=DequantizeLinear]; +"328 QuantizeLinear_onnx^^Conv_667_1" [id=328, label="328 QuantizeLinear_onnx::Conv_667_1", type=QuantizeLinear]; +"329 DequantizeLinear_onnx^^Conv_667_1" [id=329, label="329 DequantizeLinear_onnx::Conv_667_1", type=DequantizeLinear]; "330 /features/features.15/conv/conv.1/conv.1.0/Conv" [id=330, type=Conv]; "331 /features/features.15/conv/conv.1/conv.1.2/Constant" [id=331, type=Constant]; "332 /features/features.15/conv/conv.1/conv.1.2/Constant_1" [id=332, type=Constant]; "333 /features/features.15/conv/conv.1/conv.1.2/Clip" [id=333, type=Clip]; "334 QuantizeLinear_/features/features.15/conv/conv.1/conv.1.2/Clip_output_0_1" [id=334, type=QuantizeLinear]; "335 DequantizeLinear_/features/features.15/conv/conv.1/conv.1.2/Clip_output_0_1" [id=335, type=DequantizeLinear]; -"336 QuantizeLinear_onnx^^Conv_670_1" [id=336, type=QuantizeLinear]; -"337 DequantizeLinear_onnx^^Conv_670_1" [id=337, type=DequantizeLinear]; +"336 QuantizeLinear_onnx^^Conv_670_1" [id=336, label="336 QuantizeLinear_onnx::Conv_670_1", type=QuantizeLinear]; +"337 DequantizeLinear_onnx^^Conv_670_1" [id=337, label="337 DequantizeLinear_onnx::Conv_670_1", type=DequantizeLinear]; "338 /features/features.15/conv/conv.2/Conv" [id=338, type=Conv]; "339 QuantizeLinear_/features/features.15/conv/conv.2/Conv_output_0_1" [id=339, type=QuantizeLinear]; "340 DequantizeLinear_/features/features.15/conv/conv.2/Conv_output_0_1" [id=340, type=DequantizeLinear]; "341 /features/features.15/Add" [id=341, type=Add]; "342 QuantizeLinear_/features/features.15/Add_output_0_1" [id=342, type=QuantizeLinear]; "343 DequantizeLinear_/features/features.15/Add_output_0_1" [id=343, type=DequantizeLinear]; -"344 QuantizeLinear_onnx^^Conv_673_1" [id=344, type=QuantizeLinear]; -"345 DequantizeLinear_onnx^^Conv_673_1" [id=345, type=DequantizeLinear]; +"344 QuantizeLinear_onnx^^Conv_673_1" [id=344, label="344 QuantizeLinear_onnx::Conv_673_1", type=QuantizeLinear]; +"345 DequantizeLinear_onnx^^Conv_673_1" [id=345, label="345 DequantizeLinear_onnx::Conv_673_1", type=DequantizeLinear]; "346 /features/features.16/conv/conv.0/conv.0.0/Conv" [id=346, type=Conv]; "347 /features/features.16/conv/conv.0/conv.0.2/Constant" [id=347, type=Constant]; "348 /features/features.16/conv/conv.0/conv.0.2/Constant_1" [id=348, type=Constant]; "349 /features/features.16/conv/conv.0/conv.0.2/Clip" [id=349, type=Clip]; "350 QuantizeLinear_/features/features.16/conv/conv.0/conv.0.2/Clip_output_0_1" [id=350, type=QuantizeLinear]; "351 DequantizeLinear_/features/features.16/conv/conv.0/conv.0.2/Clip_output_0_1" [id=351, type=DequantizeLinear]; -"352 QuantizeLinear_onnx^^Conv_676_1" [id=352, type=QuantizeLinear]; -"353 DequantizeLinear_onnx^^Conv_676_1" [id=353, type=DequantizeLinear]; +"352 QuantizeLinear_onnx^^Conv_676_1" [id=352, label="352 QuantizeLinear_onnx::Conv_676_1", type=QuantizeLinear]; +"353 DequantizeLinear_onnx^^Conv_676_1" [id=353, label="353 DequantizeLinear_onnx::Conv_676_1", type=DequantizeLinear]; "354 /features/features.16/conv/conv.1/conv.1.0/Conv" [id=354, type=Conv]; "355 /features/features.16/conv/conv.1/conv.1.2/Constant" [id=355, type=Constant]; "356 /features/features.16/conv/conv.1/conv.1.2/Constant_1" [id=356, type=Constant]; "357 /features/features.16/conv/conv.1/conv.1.2/Clip" [id=357, type=Clip]; "358 QuantizeLinear_/features/features.16/conv/conv.1/conv.1.2/Clip_output_0_1" [id=358, type=QuantizeLinear]; "359 DequantizeLinear_/features/features.16/conv/conv.1/conv.1.2/Clip_output_0_1" [id=359, type=DequantizeLinear]; -"360 QuantizeLinear_onnx^^Conv_679_1" [id=360, type=QuantizeLinear]; -"361 DequantizeLinear_onnx^^Conv_679_1" [id=361, type=DequantizeLinear]; +"360 QuantizeLinear_onnx^^Conv_679_1" [id=360, label="360 QuantizeLinear_onnx::Conv_679_1", type=QuantizeLinear]; +"361 DequantizeLinear_onnx^^Conv_679_1" [id=361, label="361 DequantizeLinear_onnx::Conv_679_1", type=DequantizeLinear]; "362 /features/features.16/conv/conv.2/Conv" [id=362, type=Conv]; "363 QuantizeLinear_/features/features.16/conv/conv.2/Conv_output_0_1" [id=363, type=QuantizeLinear]; "364 DequantizeLinear_/features/features.16/conv/conv.2/Conv_output_0_1" [id=364, type=DequantizeLinear]; "365 /features/features.16/Add" [id=365, type=Add]; "366 QuantizeLinear_/features/features.16/Add_output_0_1" [id=366, type=QuantizeLinear]; "367 DequantizeLinear_/features/features.16/Add_output_0_1" [id=367, type=DequantizeLinear]; -"368 QuantizeLinear_onnx^^Conv_682_1" [id=368, type=QuantizeLinear]; -"369 DequantizeLinear_onnx^^Conv_682_1" [id=369, type=DequantizeLinear]; +"368 QuantizeLinear_onnx^^Conv_682_1" [id=368, label="368 QuantizeLinear_onnx::Conv_682_1", type=QuantizeLinear]; +"369 DequantizeLinear_onnx^^Conv_682_1" [id=369, label="369 DequantizeLinear_onnx::Conv_682_1", type=DequantizeLinear]; "370 /features/features.17/conv/conv.0/conv.0.0/Conv" [id=370, type=Conv]; "371 /features/features.17/conv/conv.0/conv.0.2/Constant" [id=371, type=Constant]; "372 /features/features.17/conv/conv.0/conv.0.2/Constant_1" [id=372, type=Constant]; "373 /features/features.17/conv/conv.0/conv.0.2/Clip" [id=373, type=Clip]; "374 QuantizeLinear_/features/features.17/conv/conv.0/conv.0.2/Clip_output_0_1" [id=374, type=QuantizeLinear]; "375 DequantizeLinear_/features/features.17/conv/conv.0/conv.0.2/Clip_output_0_1" [id=375, type=DequantizeLinear]; -"376 QuantizeLinear_onnx^^Conv_685_1" [id=376, type=QuantizeLinear]; -"377 DequantizeLinear_onnx^^Conv_685_1" [id=377, type=DequantizeLinear]; +"376 QuantizeLinear_onnx^^Conv_685_1" [id=376, label="376 QuantizeLinear_onnx::Conv_685_1", type=QuantizeLinear]; +"377 DequantizeLinear_onnx^^Conv_685_1" [id=377, label="377 DequantizeLinear_onnx::Conv_685_1", type=DequantizeLinear]; "378 /features/features.17/conv/conv.1/conv.1.0/Conv" [id=378, type=Conv]; "379 /features/features.17/conv/conv.1/conv.1.2/Constant" [id=379, type=Constant]; "380 /features/features.17/conv/conv.1/conv.1.2/Constant_1" [id=380, type=Constant]; "381 /features/features.17/conv/conv.1/conv.1.2/Clip" [id=381, type=Clip]; "382 QuantizeLinear_/features/features.17/conv/conv.1/conv.1.2/Clip_output_0_1" [id=382, type=QuantizeLinear]; "383 DequantizeLinear_/features/features.17/conv/conv.1/conv.1.2/Clip_output_0_1" [id=383, type=DequantizeLinear]; -"384 QuantizeLinear_onnx^^Conv_688_1" [id=384, type=QuantizeLinear]; -"385 DequantizeLinear_onnx^^Conv_688_1" [id=385, type=DequantizeLinear]; +"384 QuantizeLinear_onnx^^Conv_688_1" [id=384, label="384 QuantizeLinear_onnx::Conv_688_1", type=QuantizeLinear]; +"385 DequantizeLinear_onnx^^Conv_688_1" [id=385, label="385 DequantizeLinear_onnx::Conv_688_1", type=DequantizeLinear]; "386 /features/features.17/conv/conv.2/Conv" [id=386, type=Conv]; "387 QuantizeLinear_/features/features.17/conv/conv.2/Conv_output_0_1" [id=387, type=QuantizeLinear]; "388 DequantizeLinear_/features/features.17/conv/conv.2/Conv_output_0_1" [id=388, type=DequantizeLinear]; -"389 QuantizeLinear_onnx^^Conv_691_1" [id=389, type=QuantizeLinear]; -"390 DequantizeLinear_onnx^^Conv_691_1" [id=390, type=DequantizeLinear]; +"389 QuantizeLinear_onnx^^Conv_691_1" [id=389, label="389 QuantizeLinear_onnx::Conv_691_1", type=QuantizeLinear]; +"390 DequantizeLinear_onnx^^Conv_691_1" [id=390, label="390 DequantizeLinear_onnx::Conv_691_1", type=DequantizeLinear]; "391 /features/features.18/features.18.0/Conv" [id=391, type=Conv]; "392 /features/features.18/features.18.2/Constant" [id=392, type=Constant]; "393 /features/features.18/features.18.2/Constant_1" [id=393, type=Constant]; diff --git a/tests/onnx/data/reference_graphs/quantization/mobilenet_v3_small.dot b/tests/onnx/data/reference_graphs/quantization/mobilenet_v3_small.dot index 00c54a786b4..3868e723c95 100644 --- a/tests/onnx/data/reference_graphs/quantization/mobilenet_v3_small.dot +++ b/tests/onnx/data/reference_graphs/quantization/mobilenet_v3_small.dot @@ -1,15 +1,15 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_421_1" [id=2, type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_421_1" [id=3, type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_421_1" [id=2, label="2 QuantizeLinear_onnx::Conv_421_1", type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_421_1" [id=3, label="3 DequantizeLinear_onnx::Conv_421_1", type=DequantizeLinear]; "4 /features/features.0/features.0.0/Conv" [id=4, type=Conv]; "5 /features/features.0/features.0.2/HardSigmoid" [id=5, type=HardSigmoid]; "6 /features/features.0/features.0.2/Mul" [id=6, type=Mul]; "7 QuantizeLinear_/features/features.0/features.0.2/Mul_output_0_1" [id=7, type=QuantizeLinear]; "8 DequantizeLinear_/features/features.0/features.0.2/Mul_output_0_1" [id=8, type=DequantizeLinear]; -"9 QuantizeLinear_onnx^^Conv_424_1" [id=9, type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_424_1" [id=10, type=DequantizeLinear]; +"9 QuantizeLinear_onnx^^Conv_424_1" [id=9, label="9 QuantizeLinear_onnx::Conv_424_1", type=QuantizeLinear]; +"10 DequantizeLinear_onnx^^Conv_424_1" [id=10, label="10 DequantizeLinear_onnx::Conv_424_1", type=DequantizeLinear]; "11 /features/features.1/block/block.0/block.0.0/Conv" [id=11, type=Conv]; "12 /features/features.1/block/block.0/block.0.2/Relu" [id=12, type=Relu]; "13 QuantizeLinear_/features/features.1/block/block.0/block.0.2/Relu_output_0_1" [id=13, type=QuantizeLinear]; @@ -32,57 +32,57 @@ strict digraph { "30 /features/features.1/block/block.1/Mul" [id=30, type=Mul]; "31 QuantizeLinear_/features/features.1/block/block.1/Mul_output_0_1" [id=31, type=QuantizeLinear]; "32 DequantizeLinear_/features/features.1/block/block.1/Mul_output_0_1" [id=32, type=DequantizeLinear]; -"33 QuantizeLinear_onnx^^Conv_427_1" [id=33, type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_427_1" [id=34, type=DequantizeLinear]; +"33 QuantizeLinear_onnx^^Conv_427_1" [id=33, label="33 QuantizeLinear_onnx::Conv_427_1", type=QuantizeLinear]; +"34 DequantizeLinear_onnx^^Conv_427_1" [id=34, label="34 DequantizeLinear_onnx::Conv_427_1", type=DequantizeLinear]; "35 /features/features.1/block/block.2/block.2.0/Conv" [id=35, type=Conv]; "36 QuantizeLinear_/features/features.1/block/block.2/block.2.0/Conv_output_0_1" [id=36, type=QuantizeLinear]; "37 DequantizeLinear_/features/features.1/block/block.2/block.2.0/Conv_output_0_1" [id=37, type=DequantizeLinear]; -"38 QuantizeLinear_onnx^^Conv_430_1" [id=38, type=QuantizeLinear]; -"39 DequantizeLinear_onnx^^Conv_430_1" [id=39, type=DequantizeLinear]; +"38 QuantizeLinear_onnx^^Conv_430_1" [id=38, label="38 QuantizeLinear_onnx::Conv_430_1", type=QuantizeLinear]; +"39 DequantizeLinear_onnx^^Conv_430_1" [id=39, label="39 DequantizeLinear_onnx::Conv_430_1", type=DequantizeLinear]; "40 /features/features.2/block/block.0/block.0.0/Conv" [id=40, type=Conv]; "41 /features/features.2/block/block.0/block.0.2/Relu" [id=41, type=Relu]; "42 QuantizeLinear_/features/features.2/block/block.0/block.0.2/Relu_output_0_1" [id=42, type=QuantizeLinear]; "43 DequantizeLinear_/features/features.2/block/block.0/block.0.2/Relu_output_0_1" [id=43, type=DequantizeLinear]; -"44 QuantizeLinear_onnx^^Conv_433_1" [id=44, type=QuantizeLinear]; -"45 DequantizeLinear_onnx^^Conv_433_1" [id=45, type=DequantizeLinear]; +"44 QuantizeLinear_onnx^^Conv_433_1" [id=44, label="44 QuantizeLinear_onnx::Conv_433_1", type=QuantizeLinear]; +"45 DequantizeLinear_onnx^^Conv_433_1" [id=45, label="45 DequantizeLinear_onnx::Conv_433_1", type=DequantizeLinear]; "46 /features/features.2/block/block.1/block.1.0/Conv" [id=46, type=Conv]; "47 /features/features.2/block/block.1/block.1.2/Relu" [id=47, type=Relu]; "48 QuantizeLinear_/features/features.2/block/block.1/block.1.2/Relu_output_0_1" [id=48, type=QuantizeLinear]; "49 DequantizeLinear_/features/features.2/block/block.1/block.1.2/Relu_output_0_1" [id=49, type=DequantizeLinear]; -"50 QuantizeLinear_onnx^^Conv_436_1" [id=50, type=QuantizeLinear]; -"51 DequantizeLinear_onnx^^Conv_436_1" [id=51, type=DequantizeLinear]; +"50 QuantizeLinear_onnx^^Conv_436_1" [id=50, label="50 QuantizeLinear_onnx::Conv_436_1", type=QuantizeLinear]; +"51 DequantizeLinear_onnx^^Conv_436_1" [id=51, label="51 DequantizeLinear_onnx::Conv_436_1", type=DequantizeLinear]; "52 /features/features.2/block/block.2/block.2.0/Conv" [id=52, type=Conv]; "53 QuantizeLinear_/features/features.2/block/block.2/block.2.0/Conv_output_0_1" [id=53, type=QuantizeLinear]; "54 DequantizeLinear_/features/features.2/block/block.2/block.2.0/Conv_output_0_1" [id=54, type=DequantizeLinear]; -"55 QuantizeLinear_onnx^^Conv_439_1" [id=55, type=QuantizeLinear]; -"56 DequantizeLinear_onnx^^Conv_439_1" [id=56, type=DequantizeLinear]; +"55 QuantizeLinear_onnx^^Conv_439_1" [id=55, label="55 QuantizeLinear_onnx::Conv_439_1", type=QuantizeLinear]; +"56 DequantizeLinear_onnx^^Conv_439_1" [id=56, label="56 DequantizeLinear_onnx::Conv_439_1", type=DequantizeLinear]; "57 /features/features.3/block/block.0/block.0.0/Conv" [id=57, type=Conv]; "58 /features/features.3/block/block.0/block.0.2/Relu" [id=58, type=Relu]; "59 QuantizeLinear_/features/features.3/block/block.0/block.0.2/Relu_output_0_1" [id=59, type=QuantizeLinear]; "60 DequantizeLinear_/features/features.3/block/block.0/block.0.2/Relu_output_0_1" [id=60, type=DequantizeLinear]; -"61 QuantizeLinear_onnx^^Conv_442_1" [id=61, type=QuantizeLinear]; -"62 DequantizeLinear_onnx^^Conv_442_1" [id=62, type=DequantizeLinear]; +"61 QuantizeLinear_onnx^^Conv_442_1" [id=61, label="61 QuantizeLinear_onnx::Conv_442_1", type=QuantizeLinear]; +"62 DequantizeLinear_onnx^^Conv_442_1" [id=62, label="62 DequantizeLinear_onnx::Conv_442_1", type=DequantizeLinear]; "63 /features/features.3/block/block.1/block.1.0/Conv" [id=63, type=Conv]; "64 /features/features.3/block/block.1/block.1.2/Relu" [id=64, type=Relu]; "65 QuantizeLinear_/features/features.3/block/block.1/block.1.2/Relu_output_0_1" [id=65, type=QuantizeLinear]; "66 DequantizeLinear_/features/features.3/block/block.1/block.1.2/Relu_output_0_1" [id=66, type=DequantizeLinear]; -"67 QuantizeLinear_onnx^^Conv_445_1" [id=67, type=QuantizeLinear]; -"68 DequantizeLinear_onnx^^Conv_445_1" [id=68, type=DequantizeLinear]; +"67 QuantizeLinear_onnx^^Conv_445_1" [id=67, label="67 QuantizeLinear_onnx::Conv_445_1", type=QuantizeLinear]; +"68 DequantizeLinear_onnx^^Conv_445_1" [id=68, label="68 DequantizeLinear_onnx::Conv_445_1", type=DequantizeLinear]; "69 /features/features.3/block/block.2/block.2.0/Conv" [id=69, type=Conv]; "70 QuantizeLinear_/features/features.3/block/block.2/block.2.0/Conv_output_0_1" [id=70, type=QuantizeLinear]; "71 DequantizeLinear_/features/features.3/block/block.2/block.2.0/Conv_output_0_1" [id=71, type=DequantizeLinear]; "72 /features/features.3/Add" [id=72, type=Add]; "73 QuantizeLinear_/features/features.3/Add_output_0_1" [id=73, type=QuantizeLinear]; "74 DequantizeLinear_/features/features.3/Add_output_0_1" [id=74, type=DequantizeLinear]; -"75 QuantizeLinear_onnx^^Conv_448_1" [id=75, type=QuantizeLinear]; -"76 DequantizeLinear_onnx^^Conv_448_1" [id=76, type=DequantizeLinear]; +"75 QuantizeLinear_onnx^^Conv_448_1" [id=75, label="75 QuantizeLinear_onnx::Conv_448_1", type=QuantizeLinear]; +"76 DequantizeLinear_onnx^^Conv_448_1" [id=76, label="76 DequantizeLinear_onnx::Conv_448_1", type=DequantizeLinear]; "77 /features/features.4/block/block.0/block.0.0/Conv" [id=77, type=Conv]; "78 /features/features.4/block/block.0/block.0.2/HardSigmoid" [id=78, type=HardSigmoid]; "79 /features/features.4/block/block.0/block.0.2/Mul" [id=79, type=Mul]; "80 QuantizeLinear_/features/features.4/block/block.0/block.0.2/Mul_output_0_1" [id=80, type=QuantizeLinear]; "81 DequantizeLinear_/features/features.4/block/block.0/block.0.2/Mul_output_0_1" [id=81, type=DequantizeLinear]; -"82 QuantizeLinear_onnx^^Conv_451_1" [id=82, type=QuantizeLinear]; -"83 DequantizeLinear_onnx^^Conv_451_1" [id=83, type=DequantizeLinear]; +"82 QuantizeLinear_onnx^^Conv_451_1" [id=82, label="82 QuantizeLinear_onnx::Conv_451_1", type=QuantizeLinear]; +"83 DequantizeLinear_onnx^^Conv_451_1" [id=83, label="83 DequantizeLinear_onnx::Conv_451_1", type=DequantizeLinear]; "84 /features/features.4/block/block.1/block.1.0/Conv" [id=84, type=Conv]; "85 /features/features.4/block/block.1/block.1.2/HardSigmoid" [id=85, type=HardSigmoid]; "86 /features/features.4/block/block.1/block.1.2/Mul" [id=86, type=Mul]; @@ -106,20 +106,20 @@ strict digraph { "104 /features/features.4/block/block.2/Mul" [id=104, type=Mul]; "105 QuantizeLinear_/features/features.4/block/block.2/Mul_output_0_1" [id=105, type=QuantizeLinear]; "106 DequantizeLinear_/features/features.4/block/block.2/Mul_output_0_1" [id=106, type=DequantizeLinear]; -"107 QuantizeLinear_onnx^^Conv_454_1" [id=107, type=QuantizeLinear]; -"108 DequantizeLinear_onnx^^Conv_454_1" [id=108, type=DequantizeLinear]; +"107 QuantizeLinear_onnx^^Conv_454_1" [id=107, label="107 QuantizeLinear_onnx::Conv_454_1", type=QuantizeLinear]; +"108 DequantizeLinear_onnx^^Conv_454_1" [id=108, label="108 DequantizeLinear_onnx::Conv_454_1", type=DequantizeLinear]; "109 /features/features.4/block/block.3/block.3.0/Conv" [id=109, type=Conv]; "110 QuantizeLinear_/features/features.4/block/block.3/block.3.0/Conv_output_0_1" [id=110, type=QuantizeLinear]; "111 DequantizeLinear_/features/features.4/block/block.3/block.3.0/Conv_output_0_1" [id=111, type=DequantizeLinear]; -"112 QuantizeLinear_onnx^^Conv_457_1" [id=112, type=QuantizeLinear]; -"113 DequantizeLinear_onnx^^Conv_457_1" [id=113, type=DequantizeLinear]; +"112 QuantizeLinear_onnx^^Conv_457_1" [id=112, label="112 QuantizeLinear_onnx::Conv_457_1", type=QuantizeLinear]; +"113 DequantizeLinear_onnx^^Conv_457_1" [id=113, label="113 DequantizeLinear_onnx::Conv_457_1", type=DequantizeLinear]; "114 /features/features.5/block/block.0/block.0.0/Conv" [id=114, type=Conv]; "115 /features/features.5/block/block.0/block.0.2/HardSigmoid" [id=115, type=HardSigmoid]; "116 /features/features.5/block/block.0/block.0.2/Mul" [id=116, type=Mul]; "117 QuantizeLinear_/features/features.5/block/block.0/block.0.2/Mul_output_0_1" [id=117, type=QuantizeLinear]; "118 DequantizeLinear_/features/features.5/block/block.0/block.0.2/Mul_output_0_1" [id=118, type=DequantizeLinear]; -"119 QuantizeLinear_onnx^^Conv_460_1" [id=119, type=QuantizeLinear]; -"120 DequantizeLinear_onnx^^Conv_460_1" [id=120, type=DequantizeLinear]; +"119 QuantizeLinear_onnx^^Conv_460_1" [id=119, label="119 QuantizeLinear_onnx::Conv_460_1", type=QuantizeLinear]; +"120 DequantizeLinear_onnx^^Conv_460_1" [id=120, label="120 DequantizeLinear_onnx::Conv_460_1", type=DequantizeLinear]; "121 /features/features.5/block/block.1/block.1.0/Conv" [id=121, type=Conv]; "122 /features/features.5/block/block.1/block.1.2/HardSigmoid" [id=122, type=HardSigmoid]; "123 /features/features.5/block/block.1/block.1.2/Mul" [id=123, type=Mul]; @@ -143,23 +143,23 @@ strict digraph { "141 /features/features.5/block/block.2/Mul" [id=141, type=Mul]; "142 QuantizeLinear_/features/features.5/block/block.2/Mul_output_0_1" [id=142, type=QuantizeLinear]; "143 DequantizeLinear_/features/features.5/block/block.2/Mul_output_0_1" [id=143, type=DequantizeLinear]; -"144 QuantizeLinear_onnx^^Conv_463_1" [id=144, type=QuantizeLinear]; -"145 DequantizeLinear_onnx^^Conv_463_1" [id=145, type=DequantizeLinear]; +"144 QuantizeLinear_onnx^^Conv_463_1" [id=144, label="144 QuantizeLinear_onnx::Conv_463_1", type=QuantizeLinear]; +"145 DequantizeLinear_onnx^^Conv_463_1" [id=145, label="145 DequantizeLinear_onnx::Conv_463_1", type=DequantizeLinear]; "146 /features/features.5/block/block.3/block.3.0/Conv" [id=146, type=Conv]; "147 QuantizeLinear_/features/features.5/block/block.3/block.3.0/Conv_output_0_1" [id=147, type=QuantizeLinear]; "148 DequantizeLinear_/features/features.5/block/block.3/block.3.0/Conv_output_0_1" [id=148, type=DequantizeLinear]; "149 /features/features.5/Add" [id=149, type=Add]; "150 QuantizeLinear_/features/features.5/Add_output_0_1" [id=150, type=QuantizeLinear]; "151 DequantizeLinear_/features/features.5/Add_output_0_1" [id=151, type=DequantizeLinear]; -"152 QuantizeLinear_onnx^^Conv_466_1" [id=152, type=QuantizeLinear]; -"153 DequantizeLinear_onnx^^Conv_466_1" [id=153, type=DequantizeLinear]; +"152 QuantizeLinear_onnx^^Conv_466_1" [id=152, label="152 QuantizeLinear_onnx::Conv_466_1", type=QuantizeLinear]; +"153 DequantizeLinear_onnx^^Conv_466_1" [id=153, label="153 DequantizeLinear_onnx::Conv_466_1", type=DequantizeLinear]; "154 /features/features.6/block/block.0/block.0.0/Conv" [id=154, type=Conv]; "155 /features/features.6/block/block.0/block.0.2/HardSigmoid" [id=155, type=HardSigmoid]; "156 /features/features.6/block/block.0/block.0.2/Mul" [id=156, type=Mul]; "157 QuantizeLinear_/features/features.6/block/block.0/block.0.2/Mul_output_0_1" [id=157, type=QuantizeLinear]; "158 DequantizeLinear_/features/features.6/block/block.0/block.0.2/Mul_output_0_1" [id=158, type=DequantizeLinear]; -"159 QuantizeLinear_onnx^^Conv_469_1" [id=159, type=QuantizeLinear]; -"160 DequantizeLinear_onnx^^Conv_469_1" [id=160, type=DequantizeLinear]; +"159 QuantizeLinear_onnx^^Conv_469_1" [id=159, label="159 QuantizeLinear_onnx::Conv_469_1", type=QuantizeLinear]; +"160 DequantizeLinear_onnx^^Conv_469_1" [id=160, label="160 DequantizeLinear_onnx::Conv_469_1", type=DequantizeLinear]; "161 /features/features.6/block/block.1/block.1.0/Conv" [id=161, type=Conv]; "162 /features/features.6/block/block.1/block.1.2/HardSigmoid" [id=162, type=HardSigmoid]; "163 /features/features.6/block/block.1/block.1.2/Mul" [id=163, type=Mul]; @@ -183,23 +183,23 @@ strict digraph { "181 /features/features.6/block/block.2/Mul" [id=181, type=Mul]; "182 QuantizeLinear_/features/features.6/block/block.2/Mul_output_0_1" [id=182, type=QuantizeLinear]; "183 DequantizeLinear_/features/features.6/block/block.2/Mul_output_0_1" [id=183, type=DequantizeLinear]; -"184 QuantizeLinear_onnx^^Conv_472_1" [id=184, type=QuantizeLinear]; -"185 DequantizeLinear_onnx^^Conv_472_1" [id=185, type=DequantizeLinear]; +"184 QuantizeLinear_onnx^^Conv_472_1" [id=184, label="184 QuantizeLinear_onnx::Conv_472_1", type=QuantizeLinear]; +"185 DequantizeLinear_onnx^^Conv_472_1" [id=185, label="185 DequantizeLinear_onnx::Conv_472_1", type=DequantizeLinear]; "186 /features/features.6/block/block.3/block.3.0/Conv" [id=186, type=Conv]; "187 QuantizeLinear_/features/features.6/block/block.3/block.3.0/Conv_output_0_1" [id=187, type=QuantizeLinear]; "188 DequantizeLinear_/features/features.6/block/block.3/block.3.0/Conv_output_0_1" [id=188, type=DequantizeLinear]; "189 /features/features.6/Add" [id=189, type=Add]; "190 QuantizeLinear_/features/features.6/Add_output_0_1" [id=190, type=QuantizeLinear]; "191 DequantizeLinear_/features/features.6/Add_output_0_1" [id=191, type=DequantizeLinear]; -"192 QuantizeLinear_onnx^^Conv_475_1" [id=192, type=QuantizeLinear]; -"193 DequantizeLinear_onnx^^Conv_475_1" [id=193, type=DequantizeLinear]; +"192 QuantizeLinear_onnx^^Conv_475_1" [id=192, label="192 QuantizeLinear_onnx::Conv_475_1", type=QuantizeLinear]; +"193 DequantizeLinear_onnx^^Conv_475_1" [id=193, label="193 DequantizeLinear_onnx::Conv_475_1", type=DequantizeLinear]; "194 /features/features.7/block/block.0/block.0.0/Conv" [id=194, type=Conv]; "195 /features/features.7/block/block.0/block.0.2/HardSigmoid" [id=195, type=HardSigmoid]; "196 /features/features.7/block/block.0/block.0.2/Mul" [id=196, type=Mul]; "197 QuantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" [id=197, type=QuantizeLinear]; "198 DequantizeLinear_/features/features.7/block/block.0/block.0.2/Mul_output_0_1" [id=198, type=DequantizeLinear]; -"199 QuantizeLinear_onnx^^Conv_478_1" [id=199, type=QuantizeLinear]; -"200 DequantizeLinear_onnx^^Conv_478_1" [id=200, type=DequantizeLinear]; +"199 QuantizeLinear_onnx^^Conv_478_1" [id=199, label="199 QuantizeLinear_onnx::Conv_478_1", type=QuantizeLinear]; +"200 DequantizeLinear_onnx^^Conv_478_1" [id=200, label="200 DequantizeLinear_onnx::Conv_478_1", type=DequantizeLinear]; "201 /features/features.7/block/block.1/block.1.0/Conv" [id=201, type=Conv]; "202 /features/features.7/block/block.1/block.1.2/HardSigmoid" [id=202, type=HardSigmoid]; "203 /features/features.7/block/block.1/block.1.2/Mul" [id=203, type=Mul]; @@ -223,20 +223,20 @@ strict digraph { "221 /features/features.7/block/block.2/Mul" [id=221, type=Mul]; "222 QuantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" [id=222, type=QuantizeLinear]; "223 DequantizeLinear_/features/features.7/block/block.2/Mul_output_0_1" [id=223, type=DequantizeLinear]; -"224 QuantizeLinear_onnx^^Conv_481_1" [id=224, type=QuantizeLinear]; -"225 DequantizeLinear_onnx^^Conv_481_1" [id=225, type=DequantizeLinear]; +"224 QuantizeLinear_onnx^^Conv_481_1" [id=224, label="224 QuantizeLinear_onnx::Conv_481_1", type=QuantizeLinear]; +"225 DequantizeLinear_onnx^^Conv_481_1" [id=225, label="225 DequantizeLinear_onnx::Conv_481_1", type=DequantizeLinear]; "226 /features/features.7/block/block.3/block.3.0/Conv" [id=226, type=Conv]; "227 QuantizeLinear_/features/features.7/block/block.3/block.3.0/Conv_output_0_1" [id=227, type=QuantizeLinear]; "228 DequantizeLinear_/features/features.7/block/block.3/block.3.0/Conv_output_0_1" [id=228, type=DequantizeLinear]; -"229 QuantizeLinear_onnx^^Conv_484_1" [id=229, type=QuantizeLinear]; -"230 DequantizeLinear_onnx^^Conv_484_1" [id=230, type=DequantizeLinear]; +"229 QuantizeLinear_onnx^^Conv_484_1" [id=229, label="229 QuantizeLinear_onnx::Conv_484_1", type=QuantizeLinear]; +"230 DequantizeLinear_onnx^^Conv_484_1" [id=230, label="230 DequantizeLinear_onnx::Conv_484_1", type=DequantizeLinear]; "231 /features/features.8/block/block.0/block.0.0/Conv" [id=231, type=Conv]; "232 /features/features.8/block/block.0/block.0.2/HardSigmoid" [id=232, type=HardSigmoid]; "233 /features/features.8/block/block.0/block.0.2/Mul" [id=233, type=Mul]; "234 QuantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" [id=234, type=QuantizeLinear]; "235 DequantizeLinear_/features/features.8/block/block.0/block.0.2/Mul_output_0_1" [id=235, type=DequantizeLinear]; -"236 QuantizeLinear_onnx^^Conv_487_1" [id=236, type=QuantizeLinear]; -"237 DequantizeLinear_onnx^^Conv_487_1" [id=237, type=DequantizeLinear]; +"236 QuantizeLinear_onnx^^Conv_487_1" [id=236, label="236 QuantizeLinear_onnx::Conv_487_1", type=QuantizeLinear]; +"237 DequantizeLinear_onnx^^Conv_487_1" [id=237, label="237 DequantizeLinear_onnx::Conv_487_1", type=DequantizeLinear]; "238 /features/features.8/block/block.1/block.1.0/Conv" [id=238, type=Conv]; "239 /features/features.8/block/block.1/block.1.2/HardSigmoid" [id=239, type=HardSigmoid]; "240 /features/features.8/block/block.1/block.1.2/Mul" [id=240, type=Mul]; @@ -260,23 +260,23 @@ strict digraph { "258 /features/features.8/block/block.2/Mul" [id=258, type=Mul]; "259 QuantizeLinear_/features/features.8/block/block.2/Mul_output_0_1" [id=259, type=QuantizeLinear]; "260 DequantizeLinear_/features/features.8/block/block.2/Mul_output_0_1" [id=260, type=DequantizeLinear]; -"261 QuantizeLinear_onnx^^Conv_490_1" [id=261, type=QuantizeLinear]; -"262 DequantizeLinear_onnx^^Conv_490_1" [id=262, type=DequantizeLinear]; +"261 QuantizeLinear_onnx^^Conv_490_1" [id=261, label="261 QuantizeLinear_onnx::Conv_490_1", type=QuantizeLinear]; +"262 DequantizeLinear_onnx^^Conv_490_1" [id=262, label="262 DequantizeLinear_onnx::Conv_490_1", type=DequantizeLinear]; "263 /features/features.8/block/block.3/block.3.0/Conv" [id=263, type=Conv]; "264 QuantizeLinear_/features/features.8/block/block.3/block.3.0/Conv_output_0_1" [id=264, type=QuantizeLinear]; "265 DequantizeLinear_/features/features.8/block/block.3/block.3.0/Conv_output_0_1" [id=265, type=DequantizeLinear]; "266 /features/features.8/Add" [id=266, type=Add]; "267 QuantizeLinear_/features/features.8/Add_output_0_1" [id=267, type=QuantizeLinear]; "268 DequantizeLinear_/features/features.8/Add_output_0_1" [id=268, type=DequantizeLinear]; -"269 QuantizeLinear_onnx^^Conv_493_1" [id=269, type=QuantizeLinear]; -"270 DequantizeLinear_onnx^^Conv_493_1" [id=270, type=DequantizeLinear]; +"269 QuantizeLinear_onnx^^Conv_493_1" [id=269, label="269 QuantizeLinear_onnx::Conv_493_1", type=QuantizeLinear]; +"270 DequantizeLinear_onnx^^Conv_493_1" [id=270, label="270 DequantizeLinear_onnx::Conv_493_1", type=DequantizeLinear]; "271 /features/features.9/block/block.0/block.0.0/Conv" [id=271, type=Conv]; "272 /features/features.9/block/block.0/block.0.2/HardSigmoid" [id=272, type=HardSigmoid]; "273 /features/features.9/block/block.0/block.0.2/Mul" [id=273, type=Mul]; "274 QuantizeLinear_/features/features.9/block/block.0/block.0.2/Mul_output_0_1" [id=274, type=QuantizeLinear]; "275 DequantizeLinear_/features/features.9/block/block.0/block.0.2/Mul_output_0_1" [id=275, type=DequantizeLinear]; -"276 QuantizeLinear_onnx^^Conv_496_1" [id=276, type=QuantizeLinear]; -"277 DequantizeLinear_onnx^^Conv_496_1" [id=277, type=DequantizeLinear]; +"276 QuantizeLinear_onnx^^Conv_496_1" [id=276, label="276 QuantizeLinear_onnx::Conv_496_1", type=QuantizeLinear]; +"277 DequantizeLinear_onnx^^Conv_496_1" [id=277, label="277 DequantizeLinear_onnx::Conv_496_1", type=DequantizeLinear]; "278 /features/features.9/block/block.1/block.1.0/Conv" [id=278, type=Conv]; "279 /features/features.9/block/block.1/block.1.2/HardSigmoid" [id=279, type=HardSigmoid]; "280 /features/features.9/block/block.1/block.1.2/Mul" [id=280, type=Mul]; @@ -300,20 +300,20 @@ strict digraph { "298 /features/features.9/block/block.2/Mul" [id=298, type=Mul]; "299 QuantizeLinear_/features/features.9/block/block.2/Mul_output_0_1" [id=299, type=QuantizeLinear]; "300 DequantizeLinear_/features/features.9/block/block.2/Mul_output_0_1" [id=300, type=DequantizeLinear]; -"301 QuantizeLinear_onnx^^Conv_499_1" [id=301, type=QuantizeLinear]; -"302 DequantizeLinear_onnx^^Conv_499_1" [id=302, type=DequantizeLinear]; +"301 QuantizeLinear_onnx^^Conv_499_1" [id=301, label="301 QuantizeLinear_onnx::Conv_499_1", type=QuantizeLinear]; +"302 DequantizeLinear_onnx^^Conv_499_1" [id=302, label="302 DequantizeLinear_onnx::Conv_499_1", type=DequantizeLinear]; "303 /features/features.9/block/block.3/block.3.0/Conv" [id=303, type=Conv]; "304 QuantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" [id=304, type=QuantizeLinear]; "305 DequantizeLinear_/features/features.9/block/block.3/block.3.0/Conv_output_0_1" [id=305, type=DequantizeLinear]; -"306 QuantizeLinear_onnx^^Conv_502_1" [id=306, type=QuantizeLinear]; -"307 DequantizeLinear_onnx^^Conv_502_1" [id=307, type=DequantizeLinear]; +"306 QuantizeLinear_onnx^^Conv_502_1" [id=306, label="306 QuantizeLinear_onnx::Conv_502_1", type=QuantizeLinear]; +"307 DequantizeLinear_onnx^^Conv_502_1" [id=307, label="307 DequantizeLinear_onnx::Conv_502_1", type=DequantizeLinear]; "308 /features/features.10/block/block.0/block.0.0/Conv" [id=308, type=Conv]; "309 /features/features.10/block/block.0/block.0.2/HardSigmoid" [id=309, type=HardSigmoid]; "310 /features/features.10/block/block.0/block.0.2/Mul" [id=310, type=Mul]; "311 QuantizeLinear_/features/features.10/block/block.0/block.0.2/Mul_output_0_1" [id=311, type=QuantizeLinear]; "312 DequantizeLinear_/features/features.10/block/block.0/block.0.2/Mul_output_0_1" [id=312, type=DequantizeLinear]; -"313 QuantizeLinear_onnx^^Conv_505_1" [id=313, type=QuantizeLinear]; -"314 DequantizeLinear_onnx^^Conv_505_1" [id=314, type=DequantizeLinear]; +"313 QuantizeLinear_onnx^^Conv_505_1" [id=313, label="313 QuantizeLinear_onnx::Conv_505_1", type=QuantizeLinear]; +"314 DequantizeLinear_onnx^^Conv_505_1" [id=314, label="314 DequantizeLinear_onnx::Conv_505_1", type=DequantizeLinear]; "315 /features/features.10/block/block.1/block.1.0/Conv" [id=315, type=Conv]; "316 /features/features.10/block/block.1/block.1.2/HardSigmoid" [id=316, type=HardSigmoid]; "317 /features/features.10/block/block.1/block.1.2/Mul" [id=317, type=Mul]; @@ -337,23 +337,23 @@ strict digraph { "335 /features/features.10/block/block.2/Mul" [id=335, type=Mul]; "336 QuantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" [id=336, type=QuantizeLinear]; "337 DequantizeLinear_/features/features.10/block/block.2/Mul_output_0_1" [id=337, type=DequantizeLinear]; -"338 QuantizeLinear_onnx^^Conv_508_1" [id=338, type=QuantizeLinear]; -"339 DequantizeLinear_onnx^^Conv_508_1" [id=339, type=DequantizeLinear]; +"338 QuantizeLinear_onnx^^Conv_508_1" [id=338, label="338 QuantizeLinear_onnx::Conv_508_1", type=QuantizeLinear]; +"339 DequantizeLinear_onnx^^Conv_508_1" [id=339, label="339 DequantizeLinear_onnx::Conv_508_1", type=DequantizeLinear]; "340 /features/features.10/block/block.3/block.3.0/Conv" [id=340, type=Conv]; "341 QuantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" [id=341, type=QuantizeLinear]; "342 DequantizeLinear_/features/features.10/block/block.3/block.3.0/Conv_output_0_1" [id=342, type=DequantizeLinear]; "343 /features/features.10/Add" [id=343, type=Add]; "344 QuantizeLinear_/features/features.10/Add_output_0_1" [id=344, type=QuantizeLinear]; "345 DequantizeLinear_/features/features.10/Add_output_0_1" [id=345, type=DequantizeLinear]; -"346 QuantizeLinear_onnx^^Conv_511_1" [id=346, type=QuantizeLinear]; -"347 DequantizeLinear_onnx^^Conv_511_1" [id=347, type=DequantizeLinear]; +"346 QuantizeLinear_onnx^^Conv_511_1" [id=346, label="346 QuantizeLinear_onnx::Conv_511_1", type=QuantizeLinear]; +"347 DequantizeLinear_onnx^^Conv_511_1" [id=347, label="347 DequantizeLinear_onnx::Conv_511_1", type=DequantizeLinear]; "348 /features/features.11/block/block.0/block.0.0/Conv" [id=348, type=Conv]; "349 /features/features.11/block/block.0/block.0.2/HardSigmoid" [id=349, type=HardSigmoid]; "350 /features/features.11/block/block.0/block.0.2/Mul" [id=350, type=Mul]; "351 QuantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" [id=351, type=QuantizeLinear]; "352 DequantizeLinear_/features/features.11/block/block.0/block.0.2/Mul_output_0_1" [id=352, type=DequantizeLinear]; -"353 QuantizeLinear_onnx^^Conv_514_1" [id=353, type=QuantizeLinear]; -"354 DequantizeLinear_onnx^^Conv_514_1" [id=354, type=DequantizeLinear]; +"353 QuantizeLinear_onnx^^Conv_514_1" [id=353, label="353 QuantizeLinear_onnx::Conv_514_1", type=QuantizeLinear]; +"354 DequantizeLinear_onnx^^Conv_514_1" [id=354, label="354 DequantizeLinear_onnx::Conv_514_1", type=DequantizeLinear]; "355 /features/features.11/block/block.1/block.1.0/Conv" [id=355, type=Conv]; "356 /features/features.11/block/block.1/block.1.2/HardSigmoid" [id=356, type=HardSigmoid]; "357 /features/features.11/block/block.1/block.1.2/Mul" [id=357, type=Mul]; @@ -377,16 +377,16 @@ strict digraph { "375 /features/features.11/block/block.2/Mul" [id=375, type=Mul]; "376 QuantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" [id=376, type=QuantizeLinear]; "377 DequantizeLinear_/features/features.11/block/block.2/Mul_output_0_1" [id=377, type=DequantizeLinear]; -"378 QuantizeLinear_onnx^^Conv_517_1" [id=378, type=QuantizeLinear]; -"379 DequantizeLinear_onnx^^Conv_517_1" [id=379, type=DequantizeLinear]; +"378 QuantizeLinear_onnx^^Conv_517_1" [id=378, label="378 QuantizeLinear_onnx::Conv_517_1", type=QuantizeLinear]; +"379 DequantizeLinear_onnx^^Conv_517_1" [id=379, label="379 DequantizeLinear_onnx::Conv_517_1", type=DequantizeLinear]; "380 /features/features.11/block/block.3/block.3.0/Conv" [id=380, type=Conv]; "381 QuantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" [id=381, type=QuantizeLinear]; "382 DequantizeLinear_/features/features.11/block/block.3/block.3.0/Conv_output_0_1" [id=382, type=DequantizeLinear]; "383 /features/features.11/Add" [id=383, type=Add]; "384 QuantizeLinear_/features/features.11/Add_output_0_1" [id=384, type=QuantizeLinear]; "385 DequantizeLinear_/features/features.11/Add_output_0_1" [id=385, type=DequantizeLinear]; -"386 QuantizeLinear_onnx^^Conv_520_1" [id=386, type=QuantizeLinear]; -"387 DequantizeLinear_onnx^^Conv_520_1" [id=387, type=DequantizeLinear]; +"386 QuantizeLinear_onnx^^Conv_520_1" [id=386, label="386 QuantizeLinear_onnx::Conv_520_1", type=QuantizeLinear]; +"387 DequantizeLinear_onnx^^Conv_520_1" [id=387, label="387 DequantizeLinear_onnx::Conv_520_1", type=DequantizeLinear]; "388 /features/features.12/features.12.0/Conv" [id=388, type=Conv]; "389 /features/features.12/features.12.2/HardSigmoid" [id=389, type=HardSigmoid]; "390 /features/features.12/features.12.2/Mul" [id=390, type=Mul]; diff --git a/tests/onnx/data/reference_graphs/quantization/resnet18.dot b/tests/onnx/data/reference_graphs/quantization/resnet18.dot index 8bb9b5db50f..638d5efb1f6 100644 --- a/tests/onnx/data/reference_graphs/quantization/resnet18.dot +++ b/tests/onnx/data/reference_graphs/quantization/resnet18.dot @@ -1,21 +1,21 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_193_1" [id=2, type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_193_1" [id=3, type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_193_1" [id=2, label="2 QuantizeLinear_onnx::Conv_193_1", type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_193_1" [id=3, label="3 DequantizeLinear_onnx::Conv_193_1", type=DequantizeLinear]; "4 /conv1/Conv" [id=4, type=Conv]; "5 /relu/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/relu/Relu_output_0_1" [id=6, type=QuantizeLinear]; "7 DequantizeLinear_/relu/Relu_output_0_1" [id=7, type=DequantizeLinear]; "8 /maxpool/MaxPool" [id=8, type=MaxPool]; -"9 QuantizeLinear_onnx^^Conv_196_1" [id=9, type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_196_1" [id=10, type=DequantizeLinear]; +"9 QuantizeLinear_onnx^^Conv_196_1" [id=9, label="9 QuantizeLinear_onnx::Conv_196_1", type=QuantizeLinear]; +"10 DequantizeLinear_onnx^^Conv_196_1" [id=10, label="10 DequantizeLinear_onnx::Conv_196_1", type=DequantizeLinear]; "11 /layer1/layer1.0/conv1/Conv" [id=11, type=Conv]; "12 /layer1/layer1.0/relu/Relu" [id=12, type=Relu]; "13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=13, type=QuantizeLinear]; "14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=14, type=DequantizeLinear]; -"15 QuantizeLinear_onnx^^Conv_199_1" [id=15, type=QuantizeLinear]; -"16 DequantizeLinear_onnx^^Conv_199_1" [id=16, type=DequantizeLinear]; +"15 QuantizeLinear_onnx^^Conv_199_1" [id=15, label="15 QuantizeLinear_onnx::Conv_199_1", type=QuantizeLinear]; +"16 DequantizeLinear_onnx^^Conv_199_1" [id=16, label="16 DequantizeLinear_onnx::Conv_199_1", type=DequantizeLinear]; "17 /layer1/layer1.0/conv2/Conv" [id=17, type=Conv]; "18 QuantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" [id=18, type=QuantizeLinear]; "19 DequantizeLinear_/layer1/layer1.0/conv2/Conv_output_0_1" [id=19, type=DequantizeLinear]; @@ -23,14 +23,14 @@ strict digraph { "21 /layer1/layer1.0/relu_1/Relu" [id=21, type=Relu]; "22 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=22, type=QuantizeLinear]; "23 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=23, type=DequantizeLinear]; -"24 QuantizeLinear_onnx^^Conv_202_1" [id=24, type=QuantizeLinear]; -"25 DequantizeLinear_onnx^^Conv_202_1" [id=25, type=DequantizeLinear]; +"24 QuantizeLinear_onnx^^Conv_202_1" [id=24, label="24 QuantizeLinear_onnx::Conv_202_1", type=QuantizeLinear]; +"25 DequantizeLinear_onnx^^Conv_202_1" [id=25, label="25 DequantizeLinear_onnx::Conv_202_1", type=DequantizeLinear]; "26 /layer1/layer1.1/conv1/Conv" [id=26, type=Conv]; "27 /layer1/layer1.1/relu/Relu" [id=27, type=Relu]; "28 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=28, type=QuantizeLinear]; "29 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=29, type=DequantizeLinear]; -"30 QuantizeLinear_onnx^^Conv_205_1" [id=30, type=QuantizeLinear]; -"31 DequantizeLinear_onnx^^Conv_205_1" [id=31, type=DequantizeLinear]; +"30 QuantizeLinear_onnx^^Conv_205_1" [id=30, label="30 QuantizeLinear_onnx::Conv_205_1", type=QuantizeLinear]; +"31 DequantizeLinear_onnx^^Conv_205_1" [id=31, label="31 DequantizeLinear_onnx::Conv_205_1", type=DequantizeLinear]; "32 /layer1/layer1.1/conv2/Conv" [id=32, type=Conv]; "33 QuantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" [id=33, type=QuantizeLinear]; "34 DequantizeLinear_/layer1/layer1.1/conv2/Conv_output_0_1" [id=34, type=DequantizeLinear]; @@ -38,17 +38,17 @@ strict digraph { "36 /layer1/layer1.1/relu_1/Relu" [id=36, type=Relu]; "37 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_208_1" [id=39, type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_208_1" [id=40, type=DequantizeLinear]; +"39 QuantizeLinear_onnx^^Conv_208_1" [id=39, label="39 QuantizeLinear_onnx::Conv_208_1", type=QuantizeLinear]; +"40 DequantizeLinear_onnx^^Conv_208_1" [id=40, label="40 DequantizeLinear_onnx::Conv_208_1", type=DequantizeLinear]; "41 /layer2/layer2.0/conv1/Conv" [id=41, type=Conv]; "42 /layer2/layer2.0/relu/Relu" [id=42, type=Relu]; "43 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=43, type=QuantizeLinear]; "44 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=44, type=DequantizeLinear]; -"45 QuantizeLinear_onnx^^Conv_211_1" [id=45, type=QuantizeLinear]; -"46 DequantizeLinear_onnx^^Conv_211_1" [id=46, type=DequantizeLinear]; +"45 QuantizeLinear_onnx^^Conv_211_1" [id=45, label="45 QuantizeLinear_onnx::Conv_211_1", type=QuantizeLinear]; +"46 DequantizeLinear_onnx^^Conv_211_1" [id=46, label="46 DequantizeLinear_onnx::Conv_211_1", type=DequantizeLinear]; "47 /layer2/layer2.0/conv2/Conv" [id=47, type=Conv]; -"48 QuantizeLinear_onnx^^Conv_214_1" [id=48, type=QuantizeLinear]; -"49 DequantizeLinear_onnx^^Conv_214_1" [id=49, type=DequantizeLinear]; +"48 QuantizeLinear_onnx^^Conv_214_1" [id=48, label="48 QuantizeLinear_onnx::Conv_214_1", type=QuantizeLinear]; +"49 DequantizeLinear_onnx^^Conv_214_1" [id=49, label="49 DequantizeLinear_onnx::Conv_214_1", type=DequantizeLinear]; "50 /layer2/layer2.0/downsample/downsample.0/Conv" [id=50, type=Conv]; "51 QuantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" [id=51, type=QuantizeLinear]; "52 DequantizeLinear_/layer2/layer2.0/conv2/Conv_output_0_1" [id=52, type=DequantizeLinear]; @@ -58,14 +58,14 @@ strict digraph { "56 /layer2/layer2.0/relu_1/Relu" [id=56, type=Relu]; "57 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=57, type=QuantizeLinear]; "58 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=58, type=DequantizeLinear]; -"59 QuantizeLinear_onnx^^Conv_217_1" [id=59, type=QuantizeLinear]; -"60 DequantizeLinear_onnx^^Conv_217_1" [id=60, type=DequantizeLinear]; +"59 QuantizeLinear_onnx^^Conv_217_1" [id=59, label="59 QuantizeLinear_onnx::Conv_217_1", type=QuantizeLinear]; +"60 DequantizeLinear_onnx^^Conv_217_1" [id=60, label="60 DequantizeLinear_onnx::Conv_217_1", type=DequantizeLinear]; "61 /layer2/layer2.1/conv1/Conv" [id=61, type=Conv]; "62 /layer2/layer2.1/relu/Relu" [id=62, type=Relu]; "63 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=63, type=QuantizeLinear]; "64 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=64, type=DequantizeLinear]; -"65 QuantizeLinear_onnx^^Conv_220_1" [id=65, type=QuantizeLinear]; -"66 DequantizeLinear_onnx^^Conv_220_1" [id=66, type=DequantizeLinear]; +"65 QuantizeLinear_onnx^^Conv_220_1" [id=65, label="65 QuantizeLinear_onnx::Conv_220_1", type=QuantizeLinear]; +"66 DequantizeLinear_onnx^^Conv_220_1" [id=66, label="66 DequantizeLinear_onnx::Conv_220_1", type=DequantizeLinear]; "67 /layer2/layer2.1/conv2/Conv" [id=67, type=Conv]; "68 QuantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" [id=68, type=QuantizeLinear]; "69 DequantizeLinear_/layer2/layer2.1/conv2/Conv_output_0_1" [id=69, type=DequantizeLinear]; @@ -73,17 +73,17 @@ strict digraph { "71 /layer2/layer2.1/relu_1/Relu" [id=71, type=Relu]; "72 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=72, type=QuantizeLinear]; "73 DequantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=73, type=DequantizeLinear]; -"74 QuantizeLinear_onnx^^Conv_223_1" [id=74, type=QuantizeLinear]; -"75 DequantizeLinear_onnx^^Conv_223_1" [id=75, type=DequantizeLinear]; +"74 QuantizeLinear_onnx^^Conv_223_1" [id=74, label="74 QuantizeLinear_onnx::Conv_223_1", type=QuantizeLinear]; +"75 DequantizeLinear_onnx^^Conv_223_1" [id=75, label="75 DequantizeLinear_onnx::Conv_223_1", type=DequantizeLinear]; "76 /layer3/layer3.0/conv1/Conv" [id=76, type=Conv]; "77 /layer3/layer3.0/relu/Relu" [id=77, type=Relu]; "78 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=78, type=QuantizeLinear]; "79 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=79, type=DequantizeLinear]; -"80 QuantizeLinear_onnx^^Conv_226_1" [id=80, type=QuantizeLinear]; -"81 DequantizeLinear_onnx^^Conv_226_1" [id=81, type=DequantizeLinear]; +"80 QuantizeLinear_onnx^^Conv_226_1" [id=80, label="80 QuantizeLinear_onnx::Conv_226_1", type=QuantizeLinear]; +"81 DequantizeLinear_onnx^^Conv_226_1" [id=81, label="81 DequantizeLinear_onnx::Conv_226_1", type=DequantizeLinear]; "82 /layer3/layer3.0/conv2/Conv" [id=82, type=Conv]; -"83 QuantizeLinear_onnx^^Conv_229_1" [id=83, type=QuantizeLinear]; -"84 DequantizeLinear_onnx^^Conv_229_1" [id=84, type=DequantizeLinear]; +"83 QuantizeLinear_onnx^^Conv_229_1" [id=83, label="83 QuantizeLinear_onnx::Conv_229_1", type=QuantizeLinear]; +"84 DequantizeLinear_onnx^^Conv_229_1" [id=84, label="84 DequantizeLinear_onnx::Conv_229_1", type=DequantizeLinear]; "85 /layer3/layer3.0/downsample/downsample.0/Conv" [id=85, type=Conv]; "86 QuantizeLinear_/layer3/layer3.0/conv2/Conv_output_0_1" [id=86, type=QuantizeLinear]; "87 DequantizeLinear_/layer3/layer3.0/conv2/Conv_output_0_1" [id=87, type=DequantizeLinear]; @@ -93,14 +93,14 @@ strict digraph { "91 /layer3/layer3.0/relu_1/Relu" [id=91, type=Relu]; "92 QuantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=92, type=QuantizeLinear]; "93 DequantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=93, type=DequantizeLinear]; -"94 QuantizeLinear_onnx^^Conv_232_1" [id=94, type=QuantizeLinear]; -"95 DequantizeLinear_onnx^^Conv_232_1" [id=95, type=DequantizeLinear]; +"94 QuantizeLinear_onnx^^Conv_232_1" [id=94, label="94 QuantizeLinear_onnx::Conv_232_1", type=QuantizeLinear]; +"95 DequantizeLinear_onnx^^Conv_232_1" [id=95, label="95 DequantizeLinear_onnx::Conv_232_1", type=DequantizeLinear]; "96 /layer3/layer3.1/conv1/Conv" [id=96, type=Conv]; "97 /layer3/layer3.1/relu/Relu" [id=97, type=Relu]; "98 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=98, type=QuantizeLinear]; "99 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=99, type=DequantizeLinear]; -"100 QuantizeLinear_onnx^^Conv_235_1" [id=100, type=QuantizeLinear]; -"101 DequantizeLinear_onnx^^Conv_235_1" [id=101, type=DequantizeLinear]; +"100 QuantizeLinear_onnx^^Conv_235_1" [id=100, label="100 QuantizeLinear_onnx::Conv_235_1", type=QuantizeLinear]; +"101 DequantizeLinear_onnx^^Conv_235_1" [id=101, label="101 DequantizeLinear_onnx::Conv_235_1", type=DequantizeLinear]; "102 /layer3/layer3.1/conv2/Conv" [id=102, type=Conv]; "103 QuantizeLinear_/layer3/layer3.1/conv2/Conv_output_0_1" [id=103, type=QuantizeLinear]; "104 DequantizeLinear_/layer3/layer3.1/conv2/Conv_output_0_1" [id=104, type=DequantizeLinear]; @@ -108,17 +108,17 @@ strict digraph { "106 /layer3/layer3.1/relu_1/Relu" [id=106, type=Relu]; "107 QuantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=107, type=QuantizeLinear]; "108 DequantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=108, type=DequantizeLinear]; -"109 QuantizeLinear_onnx^^Conv_238_1" [id=109, type=QuantizeLinear]; -"110 DequantizeLinear_onnx^^Conv_238_1" [id=110, type=DequantizeLinear]; +"109 QuantizeLinear_onnx^^Conv_238_1" [id=109, label="109 QuantizeLinear_onnx::Conv_238_1", type=QuantizeLinear]; +"110 DequantizeLinear_onnx^^Conv_238_1" [id=110, label="110 DequantizeLinear_onnx::Conv_238_1", type=DequantizeLinear]; "111 /layer4/layer4.0/conv1/Conv" [id=111, type=Conv]; "112 /layer4/layer4.0/relu/Relu" [id=112, type=Relu]; "113 QuantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=113, type=QuantizeLinear]; "114 DequantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=114, type=DequantizeLinear]; -"115 QuantizeLinear_onnx^^Conv_241_1" [id=115, type=QuantizeLinear]; -"116 DequantizeLinear_onnx^^Conv_241_1" [id=116, type=DequantizeLinear]; +"115 QuantizeLinear_onnx^^Conv_241_1" [id=115, label="115 QuantizeLinear_onnx::Conv_241_1", type=QuantizeLinear]; +"116 DequantizeLinear_onnx^^Conv_241_1" [id=116, label="116 DequantizeLinear_onnx::Conv_241_1", type=DequantizeLinear]; "117 /layer4/layer4.0/conv2/Conv" [id=117, type=Conv]; -"118 QuantizeLinear_onnx^^Conv_244_1" [id=118, type=QuantizeLinear]; -"119 DequantizeLinear_onnx^^Conv_244_1" [id=119, type=DequantizeLinear]; +"118 QuantizeLinear_onnx^^Conv_244_1" [id=118, label="118 QuantizeLinear_onnx::Conv_244_1", type=QuantizeLinear]; +"119 DequantizeLinear_onnx^^Conv_244_1" [id=119, label="119 DequantizeLinear_onnx::Conv_244_1", type=DequantizeLinear]; "120 /layer4/layer4.0/downsample/downsample.0/Conv" [id=120, type=Conv]; "121 QuantizeLinear_/layer4/layer4.0/conv2/Conv_output_0_1" [id=121, type=QuantizeLinear]; "122 DequantizeLinear_/layer4/layer4.0/conv2/Conv_output_0_1" [id=122, type=DequantizeLinear]; @@ -128,14 +128,14 @@ strict digraph { "126 /layer4/layer4.0/relu_1/Relu" [id=126, type=Relu]; "127 QuantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=127, type=QuantizeLinear]; "128 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=128, type=DequantizeLinear]; -"129 QuantizeLinear_onnx^^Conv_247_1" [id=129, type=QuantizeLinear]; -"130 DequantizeLinear_onnx^^Conv_247_1" [id=130, type=DequantizeLinear]; +"129 QuantizeLinear_onnx^^Conv_247_1" [id=129, label="129 QuantizeLinear_onnx::Conv_247_1", type=QuantizeLinear]; +"130 DequantizeLinear_onnx^^Conv_247_1" [id=130, label="130 DequantizeLinear_onnx::Conv_247_1", type=DequantizeLinear]; "131 /layer4/layer4.1/conv1/Conv" [id=131, type=Conv]; "132 /layer4/layer4.1/relu/Relu" [id=132, type=Relu]; "133 QuantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=133, type=QuantizeLinear]; "134 DequantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=134, type=DequantizeLinear]; -"135 QuantizeLinear_onnx^^Conv_250_1" [id=135, type=QuantizeLinear]; -"136 DequantizeLinear_onnx^^Conv_250_1" [id=136, type=DequantizeLinear]; +"135 QuantizeLinear_onnx^^Conv_250_1" [id=135, label="135 QuantizeLinear_onnx::Conv_250_1", type=QuantizeLinear]; +"136 DequantizeLinear_onnx^^Conv_250_1" [id=136, label="136 DequantizeLinear_onnx::Conv_250_1", type=DequantizeLinear]; "137 /layer4/layer4.1/conv2/Conv" [id=137, type=Conv]; "138 QuantizeLinear_/layer4/layer4.1/conv2/Conv_output_0_1" [id=138, type=QuantizeLinear]; "139 DequantizeLinear_/layer4/layer4.1/conv2/Conv_output_0_1" [id=139, type=DequantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot b/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot index c87e0f6458f..fac0d8c33e1 100644 --- a/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot +++ b/tests/onnx/data/reference_graphs/quantization/resnet50_cpu_spr.dot @@ -1,28 +1,28 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_497_1" [id=2, type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_497_1" [id=3, type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_497_1" [id=2, label="2 QuantizeLinear_onnx::Conv_497_1", type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_497_1" [id=3, label="3 DequantizeLinear_onnx::Conv_497_1", type=DequantizeLinear]; "4 /conv1/Conv" [id=4, type=Conv]; "5 /relu/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/relu/Relu_output_0_1" [id=6, type=QuantizeLinear]; "7 DequantizeLinear_/relu/Relu_output_0_1" [id=7, type=DequantizeLinear]; "8 /maxpool/MaxPool" [id=8, type=MaxPool]; -"9 QuantizeLinear_onnx^^Conv_500_1" [id=9, type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_500_1" [id=10, type=DequantizeLinear]; +"9 QuantizeLinear_onnx^^Conv_500_1" [id=9, label="9 QuantizeLinear_onnx::Conv_500_1", type=QuantizeLinear]; +"10 DequantizeLinear_onnx^^Conv_500_1" [id=10, label="10 DequantizeLinear_onnx::Conv_500_1", type=DequantizeLinear]; "11 /layer1/layer1.0/conv1/Conv" [id=11, type=Conv]; "12 /layer1/layer1.0/relu/Relu" [id=12, type=Relu]; "13 QuantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=13, type=QuantizeLinear]; "14 DequantizeLinear_/layer1/layer1.0/relu/Relu_output_0_1" [id=14, type=DequantizeLinear]; -"15 QuantizeLinear_onnx^^Conv_503_1" [id=15, type=QuantizeLinear]; -"16 DequantizeLinear_onnx^^Conv_503_1" [id=16, type=DequantizeLinear]; +"15 QuantizeLinear_onnx^^Conv_503_1" [id=15, label="15 QuantizeLinear_onnx::Conv_503_1", type=QuantizeLinear]; +"16 DequantizeLinear_onnx^^Conv_503_1" [id=16, label="16 DequantizeLinear_onnx::Conv_503_1", type=DequantizeLinear]; "17 /layer1/layer1.0/conv2/Conv" [id=17, type=Conv]; "18 /layer1/layer1.0/relu_1/Relu" [id=18, type=Relu]; "19 QuantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=19, type=QuantizeLinear]; "20 DequantizeLinear_/layer1/layer1.0/relu_1/Relu_output_0_1" [id=20, type=DequantizeLinear]; "21 /layer1/layer1.0/conv3/Conv" [id=21, type=Conv]; -"22 QuantizeLinear_onnx^^Conv_509_1" [id=22, type=QuantizeLinear]; -"23 DequantizeLinear_onnx^^Conv_509_1" [id=23, type=DequantizeLinear]; +"22 QuantizeLinear_onnx^^Conv_509_1" [id=22, label="22 QuantizeLinear_onnx::Conv_509_1", type=QuantizeLinear]; +"23 DequantizeLinear_onnx^^Conv_509_1" [id=23, label="23 DequantizeLinear_onnx::Conv_509_1", type=DequantizeLinear]; "24 /layer1/layer1.0/downsample/downsample.0/Conv" [id=24, type=Conv]; "25 QuantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" [id=25, type=QuantizeLinear]; "26 DequantizeLinear_/layer1/layer1.0/conv3/Conv_output_0_1" [id=26, type=DequantizeLinear]; @@ -32,14 +32,14 @@ strict digraph { "30 /layer1/layer1.0/relu_2/Relu" [id=30, type=Relu]; "31 QuantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" [id=31, type=QuantizeLinear]; "32 DequantizeLinear_/layer1/layer1.0/relu_2/Relu_output_0_1" [id=32, type=DequantizeLinear]; -"33 QuantizeLinear_onnx^^Conv_512_1" [id=33, type=QuantizeLinear]; -"34 DequantizeLinear_onnx^^Conv_512_1" [id=34, type=DequantizeLinear]; +"33 QuantizeLinear_onnx^^Conv_512_1" [id=33, label="33 QuantizeLinear_onnx::Conv_512_1", type=QuantizeLinear]; +"34 DequantizeLinear_onnx^^Conv_512_1" [id=34, label="34 DequantizeLinear_onnx::Conv_512_1", type=DequantizeLinear]; "35 /layer1/layer1.1/conv1/Conv" [id=35, type=Conv]; "36 /layer1/layer1.1/relu/Relu" [id=36, type=Relu]; "37 QuantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=37, type=QuantizeLinear]; "38 DequantizeLinear_/layer1/layer1.1/relu/Relu_output_0_1" [id=38, type=DequantizeLinear]; -"39 QuantizeLinear_onnx^^Conv_515_1" [id=39, type=QuantizeLinear]; -"40 DequantizeLinear_onnx^^Conv_515_1" [id=40, type=DequantizeLinear]; +"39 QuantizeLinear_onnx^^Conv_515_1" [id=39, label="39 QuantizeLinear_onnx::Conv_515_1", type=QuantizeLinear]; +"40 DequantizeLinear_onnx^^Conv_515_1" [id=40, label="40 DequantizeLinear_onnx::Conv_515_1", type=DequantizeLinear]; "41 /layer1/layer1.1/conv2/Conv" [id=41, type=Conv]; "42 /layer1/layer1.1/relu_1/Relu" [id=42, type=Relu]; "43 QuantizeLinear_/layer1/layer1.1/relu_1/Relu_output_0_1" [id=43, type=QuantizeLinear]; @@ -51,14 +51,14 @@ strict digraph { "49 /layer1/layer1.1/relu_2/Relu" [id=49, type=Relu]; "50 QuantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" [id=50, type=QuantizeLinear]; "51 DequantizeLinear_/layer1/layer1.1/relu_2/Relu_output_0_1" [id=51, type=DequantizeLinear]; -"52 QuantizeLinear_onnx^^Conv_521_1" [id=52, type=QuantizeLinear]; -"53 DequantizeLinear_onnx^^Conv_521_1" [id=53, type=DequantizeLinear]; +"52 QuantizeLinear_onnx^^Conv_521_1" [id=52, label="52 QuantizeLinear_onnx::Conv_521_1", type=QuantizeLinear]; +"53 DequantizeLinear_onnx^^Conv_521_1" [id=53, label="53 DequantizeLinear_onnx::Conv_521_1", type=DequantizeLinear]; "54 /layer1/layer1.2/conv1/Conv" [id=54, type=Conv]; "55 /layer1/layer1.2/relu/Relu" [id=55, type=Relu]; "56 QuantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" [id=56, type=QuantizeLinear]; "57 DequantizeLinear_/layer1/layer1.2/relu/Relu_output_0_1" [id=57, type=DequantizeLinear]; -"58 QuantizeLinear_onnx^^Conv_524_1" [id=58, type=QuantizeLinear]; -"59 DequantizeLinear_onnx^^Conv_524_1" [id=59, type=DequantizeLinear]; +"58 QuantizeLinear_onnx^^Conv_524_1" [id=58, label="58 QuantizeLinear_onnx::Conv_524_1", type=QuantizeLinear]; +"59 DequantizeLinear_onnx^^Conv_524_1" [id=59, label="59 DequantizeLinear_onnx::Conv_524_1", type=DequantizeLinear]; "60 /layer1/layer1.2/conv2/Conv" [id=60, type=Conv]; "61 /layer1/layer1.2/relu_1/Relu" [id=61, type=Relu]; "62 QuantizeLinear_/layer1/layer1.2/relu_1/Relu_output_0_1" [id=62, type=QuantizeLinear]; @@ -70,23 +70,23 @@ strict digraph { "68 /layer1/layer1.2/relu_2/Relu" [id=68, type=Relu]; "69 QuantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" [id=69, type=QuantizeLinear]; "70 DequantizeLinear_/layer1/layer1.2/relu_2/Relu_output_0_1" [id=70, type=DequantizeLinear]; -"71 QuantizeLinear_onnx^^Conv_530_1" [id=71, type=QuantizeLinear]; -"72 DequantizeLinear_onnx^^Conv_530_1" [id=72, type=DequantizeLinear]; +"71 QuantizeLinear_onnx^^Conv_530_1" [id=71, label="71 QuantizeLinear_onnx::Conv_530_1", type=QuantizeLinear]; +"72 DequantizeLinear_onnx^^Conv_530_1" [id=72, label="72 DequantizeLinear_onnx::Conv_530_1", type=DequantizeLinear]; "73 /layer2/layer2.0/conv1/Conv" [id=73, type=Conv]; "74 /layer2/layer2.0/relu/Relu" [id=74, type=Relu]; "75 QuantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=75, type=QuantizeLinear]; "76 DequantizeLinear_/layer2/layer2.0/relu/Relu_output_0_1" [id=76, type=DequantizeLinear]; -"77 QuantizeLinear_onnx^^Conv_533_1" [id=77, type=QuantizeLinear]; -"78 DequantizeLinear_onnx^^Conv_533_1" [id=78, type=DequantizeLinear]; +"77 QuantizeLinear_onnx^^Conv_533_1" [id=77, label="77 QuantizeLinear_onnx::Conv_533_1", type=QuantizeLinear]; +"78 DequantizeLinear_onnx^^Conv_533_1" [id=78, label="78 DequantizeLinear_onnx::Conv_533_1", type=DequantizeLinear]; "79 /layer2/layer2.0/conv2/Conv" [id=79, type=Conv]; "80 /layer2/layer2.0/relu_1/Relu" [id=80, type=Relu]; "81 QuantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=81, type=QuantizeLinear]; "82 DequantizeLinear_/layer2/layer2.0/relu_1/Relu_output_0_1" [id=82, type=DequantizeLinear]; -"83 QuantizeLinear_onnx^^Conv_536_1" [id=83, type=QuantizeLinear]; -"84 DequantizeLinear_onnx^^Conv_536_1" [id=84, type=DequantizeLinear]; +"83 QuantizeLinear_onnx^^Conv_536_1" [id=83, label="83 QuantizeLinear_onnx::Conv_536_1", type=QuantizeLinear]; +"84 DequantizeLinear_onnx^^Conv_536_1" [id=84, label="84 DequantizeLinear_onnx::Conv_536_1", type=DequantizeLinear]; "85 /layer2/layer2.0/conv3/Conv" [id=85, type=Conv]; -"86 QuantizeLinear_onnx^^Conv_539_1" [id=86, type=QuantizeLinear]; -"87 DequantizeLinear_onnx^^Conv_539_1" [id=87, type=DequantizeLinear]; +"86 QuantizeLinear_onnx^^Conv_539_1" [id=86, label="86 QuantizeLinear_onnx::Conv_539_1", type=QuantizeLinear]; +"87 DequantizeLinear_onnx^^Conv_539_1" [id=87, label="87 DequantizeLinear_onnx::Conv_539_1", type=DequantizeLinear]; "88 /layer2/layer2.0/downsample/downsample.0/Conv" [id=88, type=Conv]; "89 QuantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" [id=89, type=QuantizeLinear]; "90 DequantizeLinear_/layer2/layer2.0/conv3/Conv_output_0_1" [id=90, type=DequantizeLinear]; @@ -96,14 +96,14 @@ strict digraph { "94 /layer2/layer2.0/relu_2/Relu" [id=94, type=Relu]; "95 QuantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" [id=95, type=QuantizeLinear]; "96 DequantizeLinear_/layer2/layer2.0/relu_2/Relu_output_0_1" [id=96, type=DequantizeLinear]; -"97 QuantizeLinear_onnx^^Conv_542_1" [id=97, type=QuantizeLinear]; -"98 DequantizeLinear_onnx^^Conv_542_1" [id=98, type=DequantizeLinear]; +"97 QuantizeLinear_onnx^^Conv_542_1" [id=97, label="97 QuantizeLinear_onnx::Conv_542_1", type=QuantizeLinear]; +"98 DequantizeLinear_onnx^^Conv_542_1" [id=98, label="98 DequantizeLinear_onnx::Conv_542_1", type=DequantizeLinear]; "99 /layer2/layer2.1/conv1/Conv" [id=99, type=Conv]; "100 /layer2/layer2.1/relu/Relu" [id=100, type=Relu]; "101 QuantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=101, type=QuantizeLinear]; "102 DequantizeLinear_/layer2/layer2.1/relu/Relu_output_0_1" [id=102, type=DequantizeLinear]; -"103 QuantizeLinear_onnx^^Conv_545_1" [id=103, type=QuantizeLinear]; -"104 DequantizeLinear_onnx^^Conv_545_1" [id=104, type=DequantizeLinear]; +"103 QuantizeLinear_onnx^^Conv_545_1" [id=103, label="103 QuantizeLinear_onnx::Conv_545_1", type=QuantizeLinear]; +"104 DequantizeLinear_onnx^^Conv_545_1" [id=104, label="104 DequantizeLinear_onnx::Conv_545_1", type=DequantizeLinear]; "105 /layer2/layer2.1/conv2/Conv" [id=105, type=Conv]; "106 /layer2/layer2.1/relu_1/Relu" [id=106, type=Relu]; "107 QuantizeLinear_/layer2/layer2.1/relu_1/Relu_output_0_1" [id=107, type=QuantizeLinear]; @@ -115,14 +115,14 @@ strict digraph { "113 /layer2/layer2.1/relu_2/Relu" [id=113, type=Relu]; "114 QuantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" [id=114, type=QuantizeLinear]; "115 DequantizeLinear_/layer2/layer2.1/relu_2/Relu_output_0_1" [id=115, type=DequantizeLinear]; -"116 QuantizeLinear_onnx^^Conv_551_1" [id=116, type=QuantizeLinear]; -"117 DequantizeLinear_onnx^^Conv_551_1" [id=117, type=DequantizeLinear]; +"116 QuantizeLinear_onnx^^Conv_551_1" [id=116, label="116 QuantizeLinear_onnx::Conv_551_1", type=QuantizeLinear]; +"117 DequantizeLinear_onnx^^Conv_551_1" [id=117, label="117 DequantizeLinear_onnx::Conv_551_1", type=DequantizeLinear]; "118 /layer2/layer2.2/conv1/Conv" [id=118, type=Conv]; "119 /layer2/layer2.2/relu/Relu" [id=119, type=Relu]; "120 QuantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" [id=120, type=QuantizeLinear]; "121 DequantizeLinear_/layer2/layer2.2/relu/Relu_output_0_1" [id=121, type=DequantizeLinear]; -"122 QuantizeLinear_onnx^^Conv_554_1" [id=122, type=QuantizeLinear]; -"123 DequantizeLinear_onnx^^Conv_554_1" [id=123, type=DequantizeLinear]; +"122 QuantizeLinear_onnx^^Conv_554_1" [id=122, label="122 QuantizeLinear_onnx::Conv_554_1", type=QuantizeLinear]; +"123 DequantizeLinear_onnx^^Conv_554_1" [id=123, label="123 DequantizeLinear_onnx::Conv_554_1", type=DequantizeLinear]; "124 /layer2/layer2.2/conv2/Conv" [id=124, type=Conv]; "125 /layer2/layer2.2/relu_1/Relu" [id=125, type=Relu]; "126 QuantizeLinear_/layer2/layer2.2/relu_1/Relu_output_0_1" [id=126, type=QuantizeLinear]; @@ -134,14 +134,14 @@ strict digraph { "132 /layer2/layer2.2/relu_2/Relu" [id=132, type=Relu]; "133 QuantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" [id=133, type=QuantizeLinear]; "134 DequantizeLinear_/layer2/layer2.2/relu_2/Relu_output_0_1" [id=134, type=DequantizeLinear]; -"135 QuantizeLinear_onnx^^Conv_560_1" [id=135, type=QuantizeLinear]; -"136 DequantizeLinear_onnx^^Conv_560_1" [id=136, type=DequantizeLinear]; +"135 QuantizeLinear_onnx^^Conv_560_1" [id=135, label="135 QuantizeLinear_onnx::Conv_560_1", type=QuantizeLinear]; +"136 DequantizeLinear_onnx^^Conv_560_1" [id=136, label="136 DequantizeLinear_onnx::Conv_560_1", type=DequantizeLinear]; "137 /layer2/layer2.3/conv1/Conv" [id=137, type=Conv]; "138 /layer2/layer2.3/relu/Relu" [id=138, type=Relu]; "139 QuantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" [id=139, type=QuantizeLinear]; "140 DequantizeLinear_/layer2/layer2.3/relu/Relu_output_0_1" [id=140, type=DequantizeLinear]; -"141 QuantizeLinear_onnx^^Conv_563_1" [id=141, type=QuantizeLinear]; -"142 DequantizeLinear_onnx^^Conv_563_1" [id=142, type=DequantizeLinear]; +"141 QuantizeLinear_onnx^^Conv_563_1" [id=141, label="141 QuantizeLinear_onnx::Conv_563_1", type=QuantizeLinear]; +"142 DequantizeLinear_onnx^^Conv_563_1" [id=142, label="142 DequantizeLinear_onnx::Conv_563_1", type=DequantizeLinear]; "143 /layer2/layer2.3/conv2/Conv" [id=143, type=Conv]; "144 /layer2/layer2.3/relu_1/Relu" [id=144, type=Relu]; "145 QuantizeLinear_/layer2/layer2.3/relu_1/Relu_output_0_1" [id=145, type=QuantizeLinear]; @@ -153,23 +153,23 @@ strict digraph { "151 /layer2/layer2.3/relu_2/Relu" [id=151, type=Relu]; "152 QuantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" [id=152, type=QuantizeLinear]; "153 DequantizeLinear_/layer2/layer2.3/relu_2/Relu_output_0_1" [id=153, type=DequantizeLinear]; -"154 QuantizeLinear_onnx^^Conv_569_1" [id=154, type=QuantizeLinear]; -"155 DequantizeLinear_onnx^^Conv_569_1" [id=155, type=DequantizeLinear]; +"154 QuantizeLinear_onnx^^Conv_569_1" [id=154, label="154 QuantizeLinear_onnx::Conv_569_1", type=QuantizeLinear]; +"155 DequantizeLinear_onnx^^Conv_569_1" [id=155, label="155 DequantizeLinear_onnx::Conv_569_1", type=DequantizeLinear]; "156 /layer3/layer3.0/conv1/Conv" [id=156, type=Conv]; "157 /layer3/layer3.0/relu/Relu" [id=157, type=Relu]; "158 QuantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=158, type=QuantizeLinear]; "159 DequantizeLinear_/layer3/layer3.0/relu/Relu_output_0_1" [id=159, type=DequantizeLinear]; -"160 QuantizeLinear_onnx^^Conv_572_1" [id=160, type=QuantizeLinear]; -"161 DequantizeLinear_onnx^^Conv_572_1" [id=161, type=DequantizeLinear]; +"160 QuantizeLinear_onnx^^Conv_572_1" [id=160, label="160 QuantizeLinear_onnx::Conv_572_1", type=QuantizeLinear]; +"161 DequantizeLinear_onnx^^Conv_572_1" [id=161, label="161 DequantizeLinear_onnx::Conv_572_1", type=DequantizeLinear]; "162 /layer3/layer3.0/conv2/Conv" [id=162, type=Conv]; "163 /layer3/layer3.0/relu_1/Relu" [id=163, type=Relu]; "164 QuantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=164, type=QuantizeLinear]; "165 DequantizeLinear_/layer3/layer3.0/relu_1/Relu_output_0_1" [id=165, type=DequantizeLinear]; -"166 QuantizeLinear_onnx^^Conv_575_1" [id=166, type=QuantizeLinear]; -"167 DequantizeLinear_onnx^^Conv_575_1" [id=167, type=DequantizeLinear]; +"166 QuantizeLinear_onnx^^Conv_575_1" [id=166, label="166 QuantizeLinear_onnx::Conv_575_1", type=QuantizeLinear]; +"167 DequantizeLinear_onnx^^Conv_575_1" [id=167, label="167 DequantizeLinear_onnx::Conv_575_1", type=DequantizeLinear]; "168 /layer3/layer3.0/conv3/Conv" [id=168, type=Conv]; -"169 QuantizeLinear_onnx^^Conv_578_1" [id=169, type=QuantizeLinear]; -"170 DequantizeLinear_onnx^^Conv_578_1" [id=170, type=DequantizeLinear]; +"169 QuantizeLinear_onnx^^Conv_578_1" [id=169, label="169 QuantizeLinear_onnx::Conv_578_1", type=QuantizeLinear]; +"170 DequantizeLinear_onnx^^Conv_578_1" [id=170, label="170 DequantizeLinear_onnx::Conv_578_1", type=DequantizeLinear]; "171 /layer3/layer3.0/downsample/downsample.0/Conv" [id=171, type=Conv]; "172 QuantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" [id=172, type=QuantizeLinear]; "173 DequantizeLinear_/layer3/layer3.0/conv3/Conv_output_0_1" [id=173, type=DequantizeLinear]; @@ -179,14 +179,14 @@ strict digraph { "177 /layer3/layer3.0/relu_2/Relu" [id=177, type=Relu]; "178 QuantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" [id=178, type=QuantizeLinear]; "179 DequantizeLinear_/layer3/layer3.0/relu_2/Relu_output_0_1" [id=179, type=DequantizeLinear]; -"180 QuantizeLinear_onnx^^Conv_581_1" [id=180, type=QuantizeLinear]; -"181 DequantizeLinear_onnx^^Conv_581_1" [id=181, type=DequantizeLinear]; +"180 QuantizeLinear_onnx^^Conv_581_1" [id=180, label="180 QuantizeLinear_onnx::Conv_581_1", type=QuantizeLinear]; +"181 DequantizeLinear_onnx^^Conv_581_1" [id=181, label="181 DequantizeLinear_onnx::Conv_581_1", type=DequantizeLinear]; "182 /layer3/layer3.1/conv1/Conv" [id=182, type=Conv]; "183 /layer3/layer3.1/relu/Relu" [id=183, type=Relu]; "184 QuantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=184, type=QuantizeLinear]; "185 DequantizeLinear_/layer3/layer3.1/relu/Relu_output_0_1" [id=185, type=DequantizeLinear]; -"186 QuantizeLinear_onnx^^Conv_584_1" [id=186, type=QuantizeLinear]; -"187 DequantizeLinear_onnx^^Conv_584_1" [id=187, type=DequantizeLinear]; +"186 QuantizeLinear_onnx^^Conv_584_1" [id=186, label="186 QuantizeLinear_onnx::Conv_584_1", type=QuantizeLinear]; +"187 DequantizeLinear_onnx^^Conv_584_1" [id=187, label="187 DequantizeLinear_onnx::Conv_584_1", type=DequantizeLinear]; "188 /layer3/layer3.1/conv2/Conv" [id=188, type=Conv]; "189 /layer3/layer3.1/relu_1/Relu" [id=189, type=Relu]; "190 QuantizeLinear_/layer3/layer3.1/relu_1/Relu_output_0_1" [id=190, type=QuantizeLinear]; @@ -198,14 +198,14 @@ strict digraph { "196 /layer3/layer3.1/relu_2/Relu" [id=196, type=Relu]; "197 QuantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" [id=197, type=QuantizeLinear]; "198 DequantizeLinear_/layer3/layer3.1/relu_2/Relu_output_0_1" [id=198, type=DequantizeLinear]; -"199 QuantizeLinear_onnx^^Conv_590_1" [id=199, type=QuantizeLinear]; -"200 DequantizeLinear_onnx^^Conv_590_1" [id=200, type=DequantizeLinear]; +"199 QuantizeLinear_onnx^^Conv_590_1" [id=199, label="199 QuantizeLinear_onnx::Conv_590_1", type=QuantizeLinear]; +"200 DequantizeLinear_onnx^^Conv_590_1" [id=200, label="200 DequantizeLinear_onnx::Conv_590_1", type=DequantizeLinear]; "201 /layer3/layer3.2/conv1/Conv" [id=201, type=Conv]; "202 /layer3/layer3.2/relu/Relu" [id=202, type=Relu]; "203 QuantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" [id=203, type=QuantizeLinear]; "204 DequantizeLinear_/layer3/layer3.2/relu/Relu_output_0_1" [id=204, type=DequantizeLinear]; -"205 QuantizeLinear_onnx^^Conv_593_1" [id=205, type=QuantizeLinear]; -"206 DequantizeLinear_onnx^^Conv_593_1" [id=206, type=DequantizeLinear]; +"205 QuantizeLinear_onnx^^Conv_593_1" [id=205, label="205 QuantizeLinear_onnx::Conv_593_1", type=QuantizeLinear]; +"206 DequantizeLinear_onnx^^Conv_593_1" [id=206, label="206 DequantizeLinear_onnx::Conv_593_1", type=DequantizeLinear]; "207 /layer3/layer3.2/conv2/Conv" [id=207, type=Conv]; "208 /layer3/layer3.2/relu_1/Relu" [id=208, type=Relu]; "209 QuantizeLinear_/layer3/layer3.2/relu_1/Relu_output_0_1" [id=209, type=QuantizeLinear]; @@ -217,14 +217,14 @@ strict digraph { "215 /layer3/layer3.2/relu_2/Relu" [id=215, type=Relu]; "216 QuantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" [id=216, type=QuantizeLinear]; "217 DequantizeLinear_/layer3/layer3.2/relu_2/Relu_output_0_1" [id=217, type=DequantizeLinear]; -"218 QuantizeLinear_onnx^^Conv_599_1" [id=218, type=QuantizeLinear]; -"219 DequantizeLinear_onnx^^Conv_599_1" [id=219, type=DequantizeLinear]; +"218 QuantizeLinear_onnx^^Conv_599_1" [id=218, label="218 QuantizeLinear_onnx::Conv_599_1", type=QuantizeLinear]; +"219 DequantizeLinear_onnx^^Conv_599_1" [id=219, label="219 DequantizeLinear_onnx::Conv_599_1", type=DequantizeLinear]; "220 /layer3/layer3.3/conv1/Conv" [id=220, type=Conv]; "221 /layer3/layer3.3/relu/Relu" [id=221, type=Relu]; "222 QuantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" [id=222, type=QuantizeLinear]; "223 DequantizeLinear_/layer3/layer3.3/relu/Relu_output_0_1" [id=223, type=DequantizeLinear]; -"224 QuantizeLinear_onnx^^Conv_602_1" [id=224, type=QuantizeLinear]; -"225 DequantizeLinear_onnx^^Conv_602_1" [id=225, type=DequantizeLinear]; +"224 QuantizeLinear_onnx^^Conv_602_1" [id=224, label="224 QuantizeLinear_onnx::Conv_602_1", type=QuantizeLinear]; +"225 DequantizeLinear_onnx^^Conv_602_1" [id=225, label="225 DequantizeLinear_onnx::Conv_602_1", type=DequantizeLinear]; "226 /layer3/layer3.3/conv2/Conv" [id=226, type=Conv]; "227 /layer3/layer3.3/relu_1/Relu" [id=227, type=Relu]; "228 QuantizeLinear_/layer3/layer3.3/relu_1/Relu_output_0_1" [id=228, type=QuantizeLinear]; @@ -236,14 +236,14 @@ strict digraph { "234 /layer3/layer3.3/relu_2/Relu" [id=234, type=Relu]; "235 QuantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" [id=235, type=QuantizeLinear]; "236 DequantizeLinear_/layer3/layer3.3/relu_2/Relu_output_0_1" [id=236, type=DequantizeLinear]; -"237 QuantizeLinear_onnx^^Conv_608_1" [id=237, type=QuantizeLinear]; -"238 DequantizeLinear_onnx^^Conv_608_1" [id=238, type=DequantizeLinear]; +"237 QuantizeLinear_onnx^^Conv_608_1" [id=237, label="237 QuantizeLinear_onnx::Conv_608_1", type=QuantizeLinear]; +"238 DequantizeLinear_onnx^^Conv_608_1" [id=238, label="238 DequantizeLinear_onnx::Conv_608_1", type=DequantizeLinear]; "239 /layer3/layer3.4/conv1/Conv" [id=239, type=Conv]; "240 /layer3/layer3.4/relu/Relu" [id=240, type=Relu]; "241 QuantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" [id=241, type=QuantizeLinear]; "242 DequantizeLinear_/layer3/layer3.4/relu/Relu_output_0_1" [id=242, type=DequantizeLinear]; -"243 QuantizeLinear_onnx^^Conv_611_1" [id=243, type=QuantizeLinear]; -"244 DequantizeLinear_onnx^^Conv_611_1" [id=244, type=DequantizeLinear]; +"243 QuantizeLinear_onnx^^Conv_611_1" [id=243, label="243 QuantizeLinear_onnx::Conv_611_1", type=QuantizeLinear]; +"244 DequantizeLinear_onnx^^Conv_611_1" [id=244, label="244 DequantizeLinear_onnx::Conv_611_1", type=DequantizeLinear]; "245 /layer3/layer3.4/conv2/Conv" [id=245, type=Conv]; "246 /layer3/layer3.4/relu_1/Relu" [id=246, type=Relu]; "247 QuantizeLinear_/layer3/layer3.4/relu_1/Relu_output_0_1" [id=247, type=QuantizeLinear]; @@ -255,14 +255,14 @@ strict digraph { "253 /layer3/layer3.4/relu_2/Relu" [id=253, type=Relu]; "254 QuantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" [id=254, type=QuantizeLinear]; "255 DequantizeLinear_/layer3/layer3.4/relu_2/Relu_output_0_1" [id=255, type=DequantizeLinear]; -"256 QuantizeLinear_onnx^^Conv_617_1" [id=256, type=QuantizeLinear]; -"257 DequantizeLinear_onnx^^Conv_617_1" [id=257, type=DequantizeLinear]; +"256 QuantizeLinear_onnx^^Conv_617_1" [id=256, label="256 QuantizeLinear_onnx::Conv_617_1", type=QuantizeLinear]; +"257 DequantizeLinear_onnx^^Conv_617_1" [id=257, label="257 DequantizeLinear_onnx::Conv_617_1", type=DequantizeLinear]; "258 /layer3/layer3.5/conv1/Conv" [id=258, type=Conv]; "259 /layer3/layer3.5/relu/Relu" [id=259, type=Relu]; "260 QuantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" [id=260, type=QuantizeLinear]; "261 DequantizeLinear_/layer3/layer3.5/relu/Relu_output_0_1" [id=261, type=DequantizeLinear]; -"262 QuantizeLinear_onnx^^Conv_620_1" [id=262, type=QuantizeLinear]; -"263 DequantizeLinear_onnx^^Conv_620_1" [id=263, type=DequantizeLinear]; +"262 QuantizeLinear_onnx^^Conv_620_1" [id=262, label="262 QuantizeLinear_onnx::Conv_620_1", type=QuantizeLinear]; +"263 DequantizeLinear_onnx^^Conv_620_1" [id=263, label="263 DequantizeLinear_onnx::Conv_620_1", type=DequantizeLinear]; "264 /layer3/layer3.5/conv2/Conv" [id=264, type=Conv]; "265 /layer3/layer3.5/relu_1/Relu" [id=265, type=Relu]; "266 QuantizeLinear_/layer3/layer3.5/relu_1/Relu_output_0_1" [id=266, type=QuantizeLinear]; @@ -274,23 +274,23 @@ strict digraph { "272 /layer3/layer3.5/relu_2/Relu" [id=272, type=Relu]; "273 QuantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" [id=273, type=QuantizeLinear]; "274 DequantizeLinear_/layer3/layer3.5/relu_2/Relu_output_0_1" [id=274, type=DequantizeLinear]; -"275 QuantizeLinear_onnx^^Conv_626_1" [id=275, type=QuantizeLinear]; -"276 DequantizeLinear_onnx^^Conv_626_1" [id=276, type=DequantizeLinear]; +"275 QuantizeLinear_onnx^^Conv_626_1" [id=275, label="275 QuantizeLinear_onnx::Conv_626_1", type=QuantizeLinear]; +"276 DequantizeLinear_onnx^^Conv_626_1" [id=276, label="276 DequantizeLinear_onnx::Conv_626_1", type=DequantizeLinear]; "277 /layer4/layer4.0/conv1/Conv" [id=277, type=Conv]; "278 /layer4/layer4.0/relu/Relu" [id=278, type=Relu]; "279 QuantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=279, type=QuantizeLinear]; "280 DequantizeLinear_/layer4/layer4.0/relu/Relu_output_0_1" [id=280, type=DequantizeLinear]; -"281 QuantizeLinear_onnx^^Conv_629_1" [id=281, type=QuantizeLinear]; -"282 DequantizeLinear_onnx^^Conv_629_1" [id=282, type=DequantizeLinear]; +"281 QuantizeLinear_onnx^^Conv_629_1" [id=281, label="281 QuantizeLinear_onnx::Conv_629_1", type=QuantizeLinear]; +"282 DequantizeLinear_onnx^^Conv_629_1" [id=282, label="282 DequantizeLinear_onnx::Conv_629_1", type=DequantizeLinear]; "283 /layer4/layer4.0/conv2/Conv" [id=283, type=Conv]; "284 /layer4/layer4.0/relu_1/Relu" [id=284, type=Relu]; "285 QuantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=285, type=QuantizeLinear]; "286 DequantizeLinear_/layer4/layer4.0/relu_1/Relu_output_0_1" [id=286, type=DequantizeLinear]; -"287 QuantizeLinear_onnx^^Conv_632_1" [id=287, type=QuantizeLinear]; -"288 DequantizeLinear_onnx^^Conv_632_1" [id=288, type=DequantizeLinear]; +"287 QuantizeLinear_onnx^^Conv_632_1" [id=287, label="287 QuantizeLinear_onnx::Conv_632_1", type=QuantizeLinear]; +"288 DequantizeLinear_onnx^^Conv_632_1" [id=288, label="288 DequantizeLinear_onnx::Conv_632_1", type=DequantizeLinear]; "289 /layer4/layer4.0/conv3/Conv" [id=289, type=Conv]; -"290 QuantizeLinear_onnx^^Conv_635_1" [id=290, type=QuantizeLinear]; -"291 DequantizeLinear_onnx^^Conv_635_1" [id=291, type=DequantizeLinear]; +"290 QuantizeLinear_onnx^^Conv_635_1" [id=290, label="290 QuantizeLinear_onnx::Conv_635_1", type=QuantizeLinear]; +"291 DequantizeLinear_onnx^^Conv_635_1" [id=291, label="291 DequantizeLinear_onnx::Conv_635_1", type=DequantizeLinear]; "292 /layer4/layer4.0/downsample/downsample.0/Conv" [id=292, type=Conv]; "293 QuantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" [id=293, type=QuantizeLinear]; "294 DequantizeLinear_/layer4/layer4.0/conv3/Conv_output_0_1" [id=294, type=DequantizeLinear]; @@ -300,14 +300,14 @@ strict digraph { "298 /layer4/layer4.0/relu_2/Relu" [id=298, type=Relu]; "299 QuantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" [id=299, type=QuantizeLinear]; "300 DequantizeLinear_/layer4/layer4.0/relu_2/Relu_output_0_1" [id=300, type=DequantizeLinear]; -"301 QuantizeLinear_onnx^^Conv_638_1" [id=301, type=QuantizeLinear]; -"302 DequantizeLinear_onnx^^Conv_638_1" [id=302, type=DequantizeLinear]; +"301 QuantizeLinear_onnx^^Conv_638_1" [id=301, label="301 QuantizeLinear_onnx::Conv_638_1", type=QuantizeLinear]; +"302 DequantizeLinear_onnx^^Conv_638_1" [id=302, label="302 DequantizeLinear_onnx::Conv_638_1", type=DequantizeLinear]; "303 /layer4/layer4.1/conv1/Conv" [id=303, type=Conv]; "304 /layer4/layer4.1/relu/Relu" [id=304, type=Relu]; "305 QuantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=305, type=QuantizeLinear]; "306 DequantizeLinear_/layer4/layer4.1/relu/Relu_output_0_1" [id=306, type=DequantizeLinear]; -"307 QuantizeLinear_onnx^^Conv_641_1" [id=307, type=QuantizeLinear]; -"308 DequantizeLinear_onnx^^Conv_641_1" [id=308, type=DequantizeLinear]; +"307 QuantizeLinear_onnx^^Conv_641_1" [id=307, label="307 QuantizeLinear_onnx::Conv_641_1", type=QuantizeLinear]; +"308 DequantizeLinear_onnx^^Conv_641_1" [id=308, label="308 DequantizeLinear_onnx::Conv_641_1", type=DequantizeLinear]; "309 /layer4/layer4.1/conv2/Conv" [id=309, type=Conv]; "310 /layer4/layer4.1/relu_1/Relu" [id=310, type=Relu]; "311 QuantizeLinear_/layer4/layer4.1/relu_1/Relu_output_0_1" [id=311, type=QuantizeLinear]; @@ -319,14 +319,14 @@ strict digraph { "317 /layer4/layer4.1/relu_2/Relu" [id=317, type=Relu]; "318 QuantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" [id=318, type=QuantizeLinear]; "319 DequantizeLinear_/layer4/layer4.1/relu_2/Relu_output_0_1" [id=319, type=DequantizeLinear]; -"320 QuantizeLinear_onnx^^Conv_647_1" [id=320, type=QuantizeLinear]; -"321 DequantizeLinear_onnx^^Conv_647_1" [id=321, type=DequantizeLinear]; +"320 QuantizeLinear_onnx^^Conv_647_1" [id=320, label="320 QuantizeLinear_onnx::Conv_647_1", type=QuantizeLinear]; +"321 DequantizeLinear_onnx^^Conv_647_1" [id=321, label="321 DequantizeLinear_onnx::Conv_647_1", type=DequantizeLinear]; "322 /layer4/layer4.2/conv1/Conv" [id=322, type=Conv]; "323 /layer4/layer4.2/relu/Relu" [id=323, type=Relu]; "324 QuantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" [id=324, type=QuantizeLinear]; "325 DequantizeLinear_/layer4/layer4.2/relu/Relu_output_0_1" [id=325, type=DequantizeLinear]; -"326 QuantizeLinear_onnx^^Conv_650_1" [id=326, type=QuantizeLinear]; -"327 DequantizeLinear_onnx^^Conv_650_1" [id=327, type=DequantizeLinear]; +"326 QuantizeLinear_onnx^^Conv_650_1" [id=326, label="326 QuantizeLinear_onnx::Conv_650_1", type=QuantizeLinear]; +"327 DequantizeLinear_onnx^^Conv_650_1" [id=327, label="327 DequantizeLinear_onnx::Conv_650_1", type=DequantizeLinear]; "328 /layer4/layer4.2/conv2/Conv" [id=328, type=Conv]; "329 /layer4/layer4.2/relu_1/Relu" [id=329, type=Relu]; "330 QuantizeLinear_/layer4/layer4.2/relu_1/Relu_output_0_1" [id=330, type=QuantizeLinear]; diff --git a/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot b/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot index 9c5ad4661ae..08bb363d7f7 100644 --- a/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot +++ b/tests/onnx/data/reference_graphs/quantization/shufflenet_v2_x1_0.dot @@ -1,35 +1,35 @@ strict digraph { "0 QuantizeLinear_input.1_1" [id=0, type=QuantizeLinear]; "1 DequantizeLinear_input.1_1" [id=1, type=DequantizeLinear]; -"2 QuantizeLinear_onnx^^Conv_1124_1" [id=2, type=QuantizeLinear]; -"3 DequantizeLinear_onnx^^Conv_1124_1" [id=3, type=DequantizeLinear]; +"2 QuantizeLinear_onnx^^Conv_1124_1" [id=2, label="2 QuantizeLinear_onnx::Conv_1124_1", type=QuantizeLinear]; +"3 DequantizeLinear_onnx^^Conv_1124_1" [id=3, label="3 DequantizeLinear_onnx::Conv_1124_1", type=DequantizeLinear]; "4 /conv1/conv1.0/Conv" [id=4, type=Conv]; "5 /conv1/conv1.2/Relu" [id=5, type=Relu]; "6 QuantizeLinear_/conv1/conv1.2/Relu_output_0_1" [id=6, type=QuantizeLinear]; "7 DequantizeLinear_/conv1/conv1.2/Relu_output_0_1" [id=7, type=DequantizeLinear]; "8 /maxpool/MaxPool" [id=8, type=MaxPool]; -"9 QuantizeLinear_onnx^^Conv_1127_1" [id=9, type=QuantizeLinear]; -"10 DequantizeLinear_onnx^^Conv_1127_1" [id=10, type=DequantizeLinear]; +"9 QuantizeLinear_onnx^^Conv_1127_1" [id=9, label="9 QuantizeLinear_onnx::Conv_1127_1", type=QuantizeLinear]; +"10 DequantizeLinear_onnx^^Conv_1127_1" [id=10, label="10 DequantizeLinear_onnx::Conv_1127_1", type=DequantizeLinear]; "11 /stage2/stage2.0/branch1/branch1.0/Conv" [id=11, type=Conv]; "12 QuantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" [id=12, type=QuantizeLinear]; "13 DequantizeLinear_/stage2/stage2.0/branch1/branch1.0/Conv_output_0_1" [id=13, type=DequantizeLinear]; -"14 QuantizeLinear_onnx^^Conv_1130_1" [id=14, type=QuantizeLinear]; -"15 DequantizeLinear_onnx^^Conv_1130_1" [id=15, type=DequantizeLinear]; +"14 QuantizeLinear_onnx^^Conv_1130_1" [id=14, label="14 QuantizeLinear_onnx::Conv_1130_1", type=QuantizeLinear]; +"15 DequantizeLinear_onnx^^Conv_1130_1" [id=15, label="15 DequantizeLinear_onnx::Conv_1130_1", type=DequantizeLinear]; "16 /stage2/stage2.0/branch1/branch1.2/Conv" [id=16, type=Conv]; "17 /stage2/stage2.0/branch1/branch1.4/Relu" [id=17, type=Relu]; -"18 QuantizeLinear_onnx^^Conv_1133_1" [id=18, type=QuantizeLinear]; -"19 DequantizeLinear_onnx^^Conv_1133_1" [id=19, type=DequantizeLinear]; +"18 QuantizeLinear_onnx^^Conv_1133_1" [id=18, label="18 QuantizeLinear_onnx::Conv_1133_1", type=QuantizeLinear]; +"19 DequantizeLinear_onnx^^Conv_1133_1" [id=19, label="19 DequantizeLinear_onnx::Conv_1133_1", type=DequantizeLinear]; "20 /stage2/stage2.0/branch2/branch2.0/Conv" [id=20, type=Conv]; "21 /stage2/stage2.0/branch2/branch2.2/Relu" [id=21, type=Relu]; "22 QuantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" [id=22, type=QuantizeLinear]; "23 DequantizeLinear_/stage2/stage2.0/branch2/branch2.2/Relu_output_0_1" [id=23, type=DequantizeLinear]; -"24 QuantizeLinear_onnx^^Conv_1136_1" [id=24, type=QuantizeLinear]; -"25 DequantizeLinear_onnx^^Conv_1136_1" [id=25, type=DequantizeLinear]; +"24 QuantizeLinear_onnx^^Conv_1136_1" [id=24, label="24 QuantizeLinear_onnx::Conv_1136_1", type=QuantizeLinear]; +"25 DequantizeLinear_onnx^^Conv_1136_1" [id=25, label="25 DequantizeLinear_onnx::Conv_1136_1", type=DequantizeLinear]; "26 /stage2/stage2.0/branch2/branch2.3/Conv" [id=26, type=Conv]; "27 QuantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" [id=27, type=QuantizeLinear]; "28 DequantizeLinear_/stage2/stage2.0/branch2/branch2.3/Conv_output_0_1" [id=28, type=DequantizeLinear]; -"29 QuantizeLinear_onnx^^Conv_1139_1" [id=29, type=QuantizeLinear]; -"30 DequantizeLinear_onnx^^Conv_1139_1" [id=30, type=DequantizeLinear]; +"29 QuantizeLinear_onnx^^Conv_1139_1" [id=29, label="29 QuantizeLinear_onnx::Conv_1139_1", type=QuantizeLinear]; +"30 DequantizeLinear_onnx^^Conv_1139_1" [id=30, label="30 DequantizeLinear_onnx::Conv_1139_1", type=DequantizeLinear]; "31 /stage2/stage2.0/branch2/branch2.5/Conv" [id=31, type=Conv]; "32 /stage2/stage2.0/branch2/branch2.7/Relu" [id=32, type=Relu]; "33 QuantizeLinear_/stage2/stage2.0/branch1/branch1.4/Relu_output_0_1" [id=33, type=QuantizeLinear]; @@ -56,19 +56,19 @@ strict digraph { "54 /stage2/stage2.1/Constant_5" [id=54, type=Constant]; "55 /stage2/stage2.1/Mul_1" [id=55, type=Mul]; "56 /stage2/stage2.1/Slice_1" [id=56, type=Slice]; -"57 QuantizeLinear_onnx^^Conv_1142_1" [id=57, type=QuantizeLinear]; -"58 DequantizeLinear_onnx^^Conv_1142_1" [id=58, type=DequantizeLinear]; +"57 QuantizeLinear_onnx^^Conv_1142_1" [id=57, label="57 QuantizeLinear_onnx::Conv_1142_1", type=QuantizeLinear]; +"58 DequantizeLinear_onnx^^Conv_1142_1" [id=58, label="58 DequantizeLinear_onnx::Conv_1142_1", type=DequantizeLinear]; "59 /stage2/stage2.1/branch2/branch2.0/Conv" [id=59, type=Conv]; "60 /stage2/stage2.1/branch2/branch2.2/Relu" [id=60, type=Relu]; "61 QuantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" [id=61, type=QuantizeLinear]; "62 DequantizeLinear_/stage2/stage2.1/branch2/branch2.2/Relu_output_0_1" [id=62, type=DequantizeLinear]; -"63 QuantizeLinear_onnx^^Conv_1145_1" [id=63, type=QuantizeLinear]; -"64 DequantizeLinear_onnx^^Conv_1145_1" [id=64, type=DequantizeLinear]; +"63 QuantizeLinear_onnx^^Conv_1145_1" [id=63, label="63 QuantizeLinear_onnx::Conv_1145_1", type=QuantizeLinear]; +"64 DequantizeLinear_onnx^^Conv_1145_1" [id=64, label="64 DequantizeLinear_onnx::Conv_1145_1", type=DequantizeLinear]; "65 /stage2/stage2.1/branch2/branch2.3/Conv" [id=65, type=Conv]; "66 QuantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" [id=66, type=QuantizeLinear]; "67 DequantizeLinear_/stage2/stage2.1/branch2/branch2.3/Conv_output_0_1" [id=67, type=DequantizeLinear]; -"68 QuantizeLinear_onnx^^Conv_1148_1" [id=68, type=QuantizeLinear]; -"69 DequantizeLinear_onnx^^Conv_1148_1" [id=69, type=DequantizeLinear]; +"68 QuantizeLinear_onnx^^Conv_1148_1" [id=68, label="68 QuantizeLinear_onnx::Conv_1148_1", type=QuantizeLinear]; +"69 DequantizeLinear_onnx^^Conv_1148_1" [id=69, label="69 DequantizeLinear_onnx::Conv_1148_1", type=DequantizeLinear]; "70 /stage2/stage2.1/branch2/branch2.5/Conv" [id=70, type=Conv]; "71 /stage2/stage2.1/branch2/branch2.7/Relu" [id=71, type=Relu]; "72 QuantizeLinear_/stage2/stage2.1/branch2/branch2.7/Relu_output_0_1" [id=72, type=QuantizeLinear]; @@ -93,19 +93,19 @@ strict digraph { "91 /stage2/stage2.2/Constant_5" [id=91, type=Constant]; "92 /stage2/stage2.2/Mul_1" [id=92, type=Mul]; "93 /stage2/stage2.2/Slice_1" [id=93, type=Slice]; -"94 QuantizeLinear_onnx^^Conv_1151_1" [id=94, type=QuantizeLinear]; -"95 DequantizeLinear_onnx^^Conv_1151_1" [id=95, type=DequantizeLinear]; +"94 QuantizeLinear_onnx^^Conv_1151_1" [id=94, label="94 QuantizeLinear_onnx::Conv_1151_1", type=QuantizeLinear]; +"95 DequantizeLinear_onnx^^Conv_1151_1" [id=95, label="95 DequantizeLinear_onnx::Conv_1151_1", type=DequantizeLinear]; "96 /stage2/stage2.2/branch2/branch2.0/Conv" [id=96, type=Conv]; "97 /stage2/stage2.2/branch2/branch2.2/Relu" [id=97, type=Relu]; "98 QuantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" [id=98, type=QuantizeLinear]; "99 DequantizeLinear_/stage2/stage2.2/branch2/branch2.2/Relu_output_0_1" [id=99, type=DequantizeLinear]; -"100 QuantizeLinear_onnx^^Conv_1154_1" [id=100, type=QuantizeLinear]; -"101 DequantizeLinear_onnx^^Conv_1154_1" [id=101, type=DequantizeLinear]; +"100 QuantizeLinear_onnx^^Conv_1154_1" [id=100, label="100 QuantizeLinear_onnx::Conv_1154_1", type=QuantizeLinear]; +"101 DequantizeLinear_onnx^^Conv_1154_1" [id=101, label="101 DequantizeLinear_onnx::Conv_1154_1", type=DequantizeLinear]; "102 /stage2/stage2.2/branch2/branch2.3/Conv" [id=102, type=Conv]; "103 QuantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" [id=103, type=QuantizeLinear]; "104 DequantizeLinear_/stage2/stage2.2/branch2/branch2.3/Conv_output_0_1" [id=104, type=DequantizeLinear]; -"105 QuantizeLinear_onnx^^Conv_1157_1" [id=105, type=QuantizeLinear]; -"106 DequantizeLinear_onnx^^Conv_1157_1" [id=106, type=DequantizeLinear]; +"105 QuantizeLinear_onnx^^Conv_1157_1" [id=105, label="105 QuantizeLinear_onnx::Conv_1157_1", type=QuantizeLinear]; +"106 DequantizeLinear_onnx^^Conv_1157_1" [id=106, label="106 DequantizeLinear_onnx::Conv_1157_1", type=DequantizeLinear]; "107 /stage2/stage2.2/branch2/branch2.5/Conv" [id=107, type=Conv]; "108 /stage2/stage2.2/branch2/branch2.7/Relu" [id=108, type=Relu]; "109 QuantizeLinear_/stage2/stage2.2/branch2/branch2.7/Relu_output_0_1" [id=109, type=QuantizeLinear]; @@ -130,19 +130,19 @@ strict digraph { "128 /stage2/stage2.3/Constant_5" [id=128, type=Constant]; "129 /stage2/stage2.3/Mul_1" [id=129, type=Mul]; "130 /stage2/stage2.3/Slice_1" [id=130, type=Slice]; -"131 QuantizeLinear_onnx^^Conv_1160_1" [id=131, type=QuantizeLinear]; -"132 DequantizeLinear_onnx^^Conv_1160_1" [id=132, type=DequantizeLinear]; +"131 QuantizeLinear_onnx^^Conv_1160_1" [id=131, label="131 QuantizeLinear_onnx::Conv_1160_1", type=QuantizeLinear]; +"132 DequantizeLinear_onnx^^Conv_1160_1" [id=132, label="132 DequantizeLinear_onnx::Conv_1160_1", type=DequantizeLinear]; "133 /stage2/stage2.3/branch2/branch2.0/Conv" [id=133, type=Conv]; "134 /stage2/stage2.3/branch2/branch2.2/Relu" [id=134, type=Relu]; "135 QuantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" [id=135, type=QuantizeLinear]; "136 DequantizeLinear_/stage2/stage2.3/branch2/branch2.2/Relu_output_0_1" [id=136, type=DequantizeLinear]; -"137 QuantizeLinear_onnx^^Conv_1163_1" [id=137, type=QuantizeLinear]; -"138 DequantizeLinear_onnx^^Conv_1163_1" [id=138, type=DequantizeLinear]; +"137 QuantizeLinear_onnx^^Conv_1163_1" [id=137, label="137 QuantizeLinear_onnx::Conv_1163_1", type=QuantizeLinear]; +"138 DequantizeLinear_onnx^^Conv_1163_1" [id=138, label="138 DequantizeLinear_onnx::Conv_1163_1", type=DequantizeLinear]; "139 /stage2/stage2.3/branch2/branch2.3/Conv" [id=139, type=Conv]; "140 QuantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" [id=140, type=QuantizeLinear]; "141 DequantizeLinear_/stage2/stage2.3/branch2/branch2.3/Conv_output_0_1" [id=141, type=DequantizeLinear]; -"142 QuantizeLinear_onnx^^Conv_1166_1" [id=142, type=QuantizeLinear]; -"143 DequantizeLinear_onnx^^Conv_1166_1" [id=143, type=DequantizeLinear]; +"142 QuantizeLinear_onnx^^Conv_1166_1" [id=142, label="142 QuantizeLinear_onnx::Conv_1166_1", type=QuantizeLinear]; +"143 DequantizeLinear_onnx^^Conv_1166_1" [id=143, label="143 DequantizeLinear_onnx::Conv_1166_1", type=DequantizeLinear]; "144 /stage2/stage2.3/branch2/branch2.5/Conv" [id=144, type=Conv]; "145 /stage2/stage2.3/branch2/branch2.7/Relu" [id=145, type=Relu]; "146 QuantizeLinear_/stage2/stage2.3/branch2/branch2.7/Relu_output_0_1" [id=146, type=QuantizeLinear]; @@ -153,28 +153,28 @@ strict digraph { "151 /stage2/stage2.3/Transpose" [id=151, type=Transpose]; "152 /stage2/stage2.3/Constant_7" [id=152, type=Constant]; "153 /stage2/stage2.3/Reshape_1" [id=153, type=Reshape]; -"154 QuantizeLinear_onnx^^Conv_1169_1" [id=154, type=QuantizeLinear]; -"155 DequantizeLinear_onnx^^Conv_1169_1" [id=155, type=DequantizeLinear]; +"154 QuantizeLinear_onnx^^Conv_1169_1" [id=154, label="154 QuantizeLinear_onnx::Conv_1169_1", type=QuantizeLinear]; +"155 DequantizeLinear_onnx^^Conv_1169_1" [id=155, label="155 DequantizeLinear_onnx::Conv_1169_1", type=DequantizeLinear]; "156 /stage3/stage3.0/branch1/branch1.0/Conv" [id=156, type=Conv]; "157 QuantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" [id=157, type=QuantizeLinear]; "158 DequantizeLinear_/stage3/stage3.0/branch1/branch1.0/Conv_output_0_1" [id=158, type=DequantizeLinear]; -"159 QuantizeLinear_onnx^^Conv_1172_1" [id=159, type=QuantizeLinear]; -"160 DequantizeLinear_onnx^^Conv_1172_1" [id=160, type=DequantizeLinear]; +"159 QuantizeLinear_onnx^^Conv_1172_1" [id=159, label="159 QuantizeLinear_onnx::Conv_1172_1", type=QuantizeLinear]; +"160 DequantizeLinear_onnx^^Conv_1172_1" [id=160, label="160 DequantizeLinear_onnx::Conv_1172_1", type=DequantizeLinear]; "161 /stage3/stage3.0/branch1/branch1.2/Conv" [id=161, type=Conv]; "162 /stage3/stage3.0/branch1/branch1.4/Relu" [id=162, type=Relu]; -"163 QuantizeLinear_onnx^^Conv_1175_1" [id=163, type=QuantizeLinear]; -"164 DequantizeLinear_onnx^^Conv_1175_1" [id=164, type=DequantizeLinear]; +"163 QuantizeLinear_onnx^^Conv_1175_1" [id=163, label="163 QuantizeLinear_onnx::Conv_1175_1", type=QuantizeLinear]; +"164 DequantizeLinear_onnx^^Conv_1175_1" [id=164, label="164 DequantizeLinear_onnx::Conv_1175_1", type=DequantizeLinear]; "165 /stage3/stage3.0/branch2/branch2.0/Conv" [id=165, type=Conv]; "166 /stage3/stage3.0/branch2/branch2.2/Relu" [id=166, type=Relu]; "167 QuantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" [id=167, type=QuantizeLinear]; "168 DequantizeLinear_/stage3/stage3.0/branch2/branch2.2/Relu_output_0_1" [id=168, type=DequantizeLinear]; -"169 QuantizeLinear_onnx^^Conv_1178_1" [id=169, type=QuantizeLinear]; -"170 DequantizeLinear_onnx^^Conv_1178_1" [id=170, type=DequantizeLinear]; +"169 QuantizeLinear_onnx^^Conv_1178_1" [id=169, label="169 QuantizeLinear_onnx::Conv_1178_1", type=QuantizeLinear]; +"170 DequantizeLinear_onnx^^Conv_1178_1" [id=170, label="170 DequantizeLinear_onnx::Conv_1178_1", type=DequantizeLinear]; "171 /stage3/stage3.0/branch2/branch2.3/Conv" [id=171, type=Conv]; "172 QuantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" [id=172, type=QuantizeLinear]; "173 DequantizeLinear_/stage3/stage3.0/branch2/branch2.3/Conv_output_0_1" [id=173, type=DequantizeLinear]; -"174 QuantizeLinear_onnx^^Conv_1181_1" [id=174, type=QuantizeLinear]; -"175 DequantizeLinear_onnx^^Conv_1181_1" [id=175, type=DequantizeLinear]; +"174 QuantizeLinear_onnx^^Conv_1181_1" [id=174, label="174 QuantizeLinear_onnx::Conv_1181_1", type=QuantizeLinear]; +"175 DequantizeLinear_onnx^^Conv_1181_1" [id=175, label="175 DequantizeLinear_onnx::Conv_1181_1", type=DequantizeLinear]; "176 /stage3/stage3.0/branch2/branch2.5/Conv" [id=176, type=Conv]; "177 /stage3/stage3.0/branch2/branch2.7/Relu" [id=177, type=Relu]; "178 QuantizeLinear_/stage3/stage3.0/branch1/branch1.4/Relu_output_0_1" [id=178, type=QuantizeLinear]; @@ -201,19 +201,19 @@ strict digraph { "199 /stage3/stage3.1/Constant_5" [id=199, type=Constant]; "200 /stage3/stage3.1/Mul_1" [id=200, type=Mul]; "201 /stage3/stage3.1/Slice_1" [id=201, type=Slice]; -"202 QuantizeLinear_onnx^^Conv_1184_1" [id=202, type=QuantizeLinear]; -"203 DequantizeLinear_onnx^^Conv_1184_1" [id=203, type=DequantizeLinear]; +"202 QuantizeLinear_onnx^^Conv_1184_1" [id=202, label="202 QuantizeLinear_onnx::Conv_1184_1", type=QuantizeLinear]; +"203 DequantizeLinear_onnx^^Conv_1184_1" [id=203, label="203 DequantizeLinear_onnx::Conv_1184_1", type=DequantizeLinear]; "204 /stage3/stage3.1/branch2/branch2.0/Conv" [id=204, type=Conv]; "205 /stage3/stage3.1/branch2/branch2.2/Relu" [id=205, type=Relu]; "206 QuantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" [id=206, type=QuantizeLinear]; "207 DequantizeLinear_/stage3/stage3.1/branch2/branch2.2/Relu_output_0_1" [id=207, type=DequantizeLinear]; -"208 QuantizeLinear_onnx^^Conv_1187_1" [id=208, type=QuantizeLinear]; -"209 DequantizeLinear_onnx^^Conv_1187_1" [id=209, type=DequantizeLinear]; +"208 QuantizeLinear_onnx^^Conv_1187_1" [id=208, label="208 QuantizeLinear_onnx::Conv_1187_1", type=QuantizeLinear]; +"209 DequantizeLinear_onnx^^Conv_1187_1" [id=209, label="209 DequantizeLinear_onnx::Conv_1187_1", type=DequantizeLinear]; "210 /stage3/stage3.1/branch2/branch2.3/Conv" [id=210, type=Conv]; "211 QuantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" [id=211, type=QuantizeLinear]; "212 DequantizeLinear_/stage3/stage3.1/branch2/branch2.3/Conv_output_0_1" [id=212, type=DequantizeLinear]; -"213 QuantizeLinear_onnx^^Conv_1190_1" [id=213, type=QuantizeLinear]; -"214 DequantizeLinear_onnx^^Conv_1190_1" [id=214, type=DequantizeLinear]; +"213 QuantizeLinear_onnx^^Conv_1190_1" [id=213, label="213 QuantizeLinear_onnx::Conv_1190_1", type=QuantizeLinear]; +"214 DequantizeLinear_onnx^^Conv_1190_1" [id=214, label="214 DequantizeLinear_onnx::Conv_1190_1", type=DequantizeLinear]; "215 /stage3/stage3.1/branch2/branch2.5/Conv" [id=215, type=Conv]; "216 /stage3/stage3.1/branch2/branch2.7/Relu" [id=216, type=Relu]; "217 QuantizeLinear_/stage3/stage3.1/branch2/branch2.7/Relu_output_0_1" [id=217, type=QuantizeLinear]; @@ -238,19 +238,19 @@ strict digraph { "236 /stage3/stage3.2/Constant_5" [id=236, type=Constant]; "237 /stage3/stage3.2/Mul_1" [id=237, type=Mul]; "238 /stage3/stage3.2/Slice_1" [id=238, type=Slice]; -"239 QuantizeLinear_onnx^^Conv_1193_1" [id=239, type=QuantizeLinear]; -"240 DequantizeLinear_onnx^^Conv_1193_1" [id=240, type=DequantizeLinear]; +"239 QuantizeLinear_onnx^^Conv_1193_1" [id=239, label="239 QuantizeLinear_onnx::Conv_1193_1", type=QuantizeLinear]; +"240 DequantizeLinear_onnx^^Conv_1193_1" [id=240, label="240 DequantizeLinear_onnx::Conv_1193_1", type=DequantizeLinear]; "241 /stage3/stage3.2/branch2/branch2.0/Conv" [id=241, type=Conv]; "242 /stage3/stage3.2/branch2/branch2.2/Relu" [id=242, type=Relu]; "243 QuantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" [id=243, type=QuantizeLinear]; "244 DequantizeLinear_/stage3/stage3.2/branch2/branch2.2/Relu_output_0_1" [id=244, type=DequantizeLinear]; -"245 QuantizeLinear_onnx^^Conv_1196_1" [id=245, type=QuantizeLinear]; -"246 DequantizeLinear_onnx^^Conv_1196_1" [id=246, type=DequantizeLinear]; +"245 QuantizeLinear_onnx^^Conv_1196_1" [id=245, label="245 QuantizeLinear_onnx::Conv_1196_1", type=QuantizeLinear]; +"246 DequantizeLinear_onnx^^Conv_1196_1" [id=246, label="246 DequantizeLinear_onnx::Conv_1196_1", type=DequantizeLinear]; "247 /stage3/stage3.2/branch2/branch2.3/Conv" [id=247, type=Conv]; "248 QuantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" [id=248, type=QuantizeLinear]; "249 DequantizeLinear_/stage3/stage3.2/branch2/branch2.3/Conv_output_0_1" [id=249, type=DequantizeLinear]; -"250 QuantizeLinear_onnx^^Conv_1199_1" [id=250, type=QuantizeLinear]; -"251 DequantizeLinear_onnx^^Conv_1199_1" [id=251, type=DequantizeLinear]; +"250 QuantizeLinear_onnx^^Conv_1199_1" [id=250, label="250 QuantizeLinear_onnx::Conv_1199_1", type=QuantizeLinear]; +"251 DequantizeLinear_onnx^^Conv_1199_1" [id=251, label="251 DequantizeLinear_onnx::Conv_1199_1", type=DequantizeLinear]; "252 /stage3/stage3.2/branch2/branch2.5/Conv" [id=252, type=Conv]; "253 /stage3/stage3.2/branch2/branch2.7/Relu" [id=253, type=Relu]; "254 QuantizeLinear_/stage3/stage3.2/branch2/branch2.7/Relu_output_0_1" [id=254, type=QuantizeLinear]; @@ -275,19 +275,19 @@ strict digraph { "273 /stage3/stage3.3/Constant_5" [id=273, type=Constant]; "274 /stage3/stage3.3/Mul_1" [id=274, type=Mul]; "275 /stage3/stage3.3/Slice_1" [id=275, type=Slice]; -"276 QuantizeLinear_onnx^^Conv_1202_1" [id=276, type=QuantizeLinear]; -"277 DequantizeLinear_onnx^^Conv_1202_1" [id=277, type=DequantizeLinear]; +"276 QuantizeLinear_onnx^^Conv_1202_1" [id=276, label="276 QuantizeLinear_onnx::Conv_1202_1", type=QuantizeLinear]; +"277 DequantizeLinear_onnx^^Conv_1202_1" [id=277, label="277 DequantizeLinear_onnx::Conv_1202_1", type=DequantizeLinear]; "278 /stage3/stage3.3/branch2/branch2.0/Conv" [id=278, type=Conv]; "279 /stage3/stage3.3/branch2/branch2.2/Relu" [id=279, type=Relu]; "280 QuantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" [id=280, type=QuantizeLinear]; "281 DequantizeLinear_/stage3/stage3.3/branch2/branch2.2/Relu_output_0_1" [id=281, type=DequantizeLinear]; -"282 QuantizeLinear_onnx^^Conv_1205_1" [id=282, type=QuantizeLinear]; -"283 DequantizeLinear_onnx^^Conv_1205_1" [id=283, type=DequantizeLinear]; +"282 QuantizeLinear_onnx^^Conv_1205_1" [id=282, label="282 QuantizeLinear_onnx::Conv_1205_1", type=QuantizeLinear]; +"283 DequantizeLinear_onnx^^Conv_1205_1" [id=283, label="283 DequantizeLinear_onnx::Conv_1205_1", type=DequantizeLinear]; "284 /stage3/stage3.3/branch2/branch2.3/Conv" [id=284, type=Conv]; "285 QuantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" [id=285, type=QuantizeLinear]; "286 DequantizeLinear_/stage3/stage3.3/branch2/branch2.3/Conv_output_0_1" [id=286, type=DequantizeLinear]; -"287 QuantizeLinear_onnx^^Conv_1208_1" [id=287, type=QuantizeLinear]; -"288 DequantizeLinear_onnx^^Conv_1208_1" [id=288, type=DequantizeLinear]; +"287 QuantizeLinear_onnx^^Conv_1208_1" [id=287, label="287 QuantizeLinear_onnx::Conv_1208_1", type=QuantizeLinear]; +"288 DequantizeLinear_onnx^^Conv_1208_1" [id=288, label="288 DequantizeLinear_onnx::Conv_1208_1", type=DequantizeLinear]; "289 /stage3/stage3.3/branch2/branch2.5/Conv" [id=289, type=Conv]; "290 /stage3/stage3.3/branch2/branch2.7/Relu" [id=290, type=Relu]; "291 QuantizeLinear_/stage3/stage3.3/branch2/branch2.7/Relu_output_0_1" [id=291, type=QuantizeLinear]; @@ -312,19 +312,19 @@ strict digraph { "310 /stage3/stage3.4/Constant_5" [id=310, type=Constant]; "311 /stage3/stage3.4/Mul_1" [id=311, type=Mul]; "312 /stage3/stage3.4/Slice_1" [id=312, type=Slice]; -"313 QuantizeLinear_onnx^^Conv_1211_1" [id=313, type=QuantizeLinear]; -"314 DequantizeLinear_onnx^^Conv_1211_1" [id=314, type=DequantizeLinear]; +"313 QuantizeLinear_onnx^^Conv_1211_1" [id=313, label="313 QuantizeLinear_onnx::Conv_1211_1", type=QuantizeLinear]; +"314 DequantizeLinear_onnx^^Conv_1211_1" [id=314, label="314 DequantizeLinear_onnx::Conv_1211_1", type=DequantizeLinear]; "315 /stage3/stage3.4/branch2/branch2.0/Conv" [id=315, type=Conv]; "316 /stage3/stage3.4/branch2/branch2.2/Relu" [id=316, type=Relu]; "317 QuantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" [id=317, type=QuantizeLinear]; "318 DequantizeLinear_/stage3/stage3.4/branch2/branch2.2/Relu_output_0_1" [id=318, type=DequantizeLinear]; -"319 QuantizeLinear_onnx^^Conv_1214_1" [id=319, type=QuantizeLinear]; -"320 DequantizeLinear_onnx^^Conv_1214_1" [id=320, type=DequantizeLinear]; +"319 QuantizeLinear_onnx^^Conv_1214_1" [id=319, label="319 QuantizeLinear_onnx::Conv_1214_1", type=QuantizeLinear]; +"320 DequantizeLinear_onnx^^Conv_1214_1" [id=320, label="320 DequantizeLinear_onnx::Conv_1214_1", type=DequantizeLinear]; "321 /stage3/stage3.4/branch2/branch2.3/Conv" [id=321, type=Conv]; "322 QuantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" [id=322, type=QuantizeLinear]; "323 DequantizeLinear_/stage3/stage3.4/branch2/branch2.3/Conv_output_0_1" [id=323, type=DequantizeLinear]; -"324 QuantizeLinear_onnx^^Conv_1217_1" [id=324, type=QuantizeLinear]; -"325 DequantizeLinear_onnx^^Conv_1217_1" [id=325, type=DequantizeLinear]; +"324 QuantizeLinear_onnx^^Conv_1217_1" [id=324, label="324 QuantizeLinear_onnx::Conv_1217_1", type=QuantizeLinear]; +"325 DequantizeLinear_onnx^^Conv_1217_1" [id=325, label="325 DequantizeLinear_onnx::Conv_1217_1", type=DequantizeLinear]; "326 /stage3/stage3.4/branch2/branch2.5/Conv" [id=326, type=Conv]; "327 /stage3/stage3.4/branch2/branch2.7/Relu" [id=327, type=Relu]; "328 QuantizeLinear_/stage3/stage3.4/branch2/branch2.7/Relu_output_0_1" [id=328, type=QuantizeLinear]; @@ -349,19 +349,19 @@ strict digraph { "347 /stage3/stage3.5/Constant_5" [id=347, type=Constant]; "348 /stage3/stage3.5/Mul_1" [id=348, type=Mul]; "349 /stage3/stage3.5/Slice_1" [id=349, type=Slice]; -"350 QuantizeLinear_onnx^^Conv_1220_1" [id=350, type=QuantizeLinear]; -"351 DequantizeLinear_onnx^^Conv_1220_1" [id=351, type=DequantizeLinear]; +"350 QuantizeLinear_onnx^^Conv_1220_1" [id=350, label="350 QuantizeLinear_onnx::Conv_1220_1", type=QuantizeLinear]; +"351 DequantizeLinear_onnx^^Conv_1220_1" [id=351, label="351 DequantizeLinear_onnx::Conv_1220_1", type=DequantizeLinear]; "352 /stage3/stage3.5/branch2/branch2.0/Conv" [id=352, type=Conv]; "353 /stage3/stage3.5/branch2/branch2.2/Relu" [id=353, type=Relu]; "354 QuantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" [id=354, type=QuantizeLinear]; "355 DequantizeLinear_/stage3/stage3.5/branch2/branch2.2/Relu_output_0_1" [id=355, type=DequantizeLinear]; -"356 QuantizeLinear_onnx^^Conv_1223_1" [id=356, type=QuantizeLinear]; -"357 DequantizeLinear_onnx^^Conv_1223_1" [id=357, type=DequantizeLinear]; +"356 QuantizeLinear_onnx^^Conv_1223_1" [id=356, label="356 QuantizeLinear_onnx::Conv_1223_1", type=QuantizeLinear]; +"357 DequantizeLinear_onnx^^Conv_1223_1" [id=357, label="357 DequantizeLinear_onnx::Conv_1223_1", type=DequantizeLinear]; "358 /stage3/stage3.5/branch2/branch2.3/Conv" [id=358, type=Conv]; "359 QuantizeLinear_/stage3/stage3.5/branch2/branch2.3/Conv_output_0_1" [id=359, type=QuantizeLinear]; "360 DequantizeLinear_/stage3/stage3.5/branch2/branch2.3/Conv_output_0_1" [id=360, type=DequantizeLinear]; -"361 QuantizeLinear_onnx^^Conv_1226_1" [id=361, type=QuantizeLinear]; -"362 DequantizeLinear_onnx^^Conv_1226_1" [id=362, type=DequantizeLinear]; +"361 QuantizeLinear_onnx^^Conv_1226_1" [id=361, label="361 QuantizeLinear_onnx::Conv_1226_1", type=QuantizeLinear]; +"362 DequantizeLinear_onnx^^Conv_1226_1" [id=362, label="362 DequantizeLinear_onnx::Conv_1226_1", type=DequantizeLinear]; "363 /stage3/stage3.5/branch2/branch2.5/Conv" [id=363, type=Conv]; "364 /stage3/stage3.5/branch2/branch2.7/Relu" [id=364, type=Relu]; "365 QuantizeLinear_/stage3/stage3.5/branch2/branch2.7/Relu_output_0_1" [id=365, type=QuantizeLinear]; @@ -386,19 +386,19 @@ strict digraph { "384 /stage3/stage3.6/Constant_5" [id=384, type=Constant]; "385 /stage3/stage3.6/Mul_1" [id=385, type=Mul]; "386 /stage3/stage3.6/Slice_1" [id=386, type=Slice]; -"387 QuantizeLinear_onnx^^Conv_1229_1" [id=387, type=QuantizeLinear]; -"388 DequantizeLinear_onnx^^Conv_1229_1" [id=388, type=DequantizeLinear]; +"387 QuantizeLinear_onnx^^Conv_1229_1" [id=387, label="387 QuantizeLinear_onnx::Conv_1229_1", type=QuantizeLinear]; +"388 DequantizeLinear_onnx^^Conv_1229_1" [id=388, label="388 DequantizeLinear_onnx::Conv_1229_1", type=DequantizeLinear]; "389 /stage3/stage3.6/branch2/branch2.0/Conv" [id=389, type=Conv]; "390 /stage3/stage3.6/branch2/branch2.2/Relu" [id=390, type=Relu]; "391 QuantizeLinear_/stage3/stage3.6/branch2/branch2.2/Relu_output_0_1" [id=391, type=QuantizeLinear]; "392 DequantizeLinear_/stage3/stage3.6/branch2/branch2.2/Relu_output_0_1" [id=392, type=DequantizeLinear]; -"393 QuantizeLinear_onnx^^Conv_1232_1" [id=393, type=QuantizeLinear]; -"394 DequantizeLinear_onnx^^Conv_1232_1" [id=394, type=DequantizeLinear]; +"393 QuantizeLinear_onnx^^Conv_1232_1" [id=393, label="393 QuantizeLinear_onnx::Conv_1232_1", type=QuantizeLinear]; +"394 DequantizeLinear_onnx^^Conv_1232_1" [id=394, label="394 DequantizeLinear_onnx::Conv_1232_1", type=DequantizeLinear]; "395 /stage3/stage3.6/branch2/branch2.3/Conv" [id=395, type=Conv]; "396 QuantizeLinear_/stage3/stage3.6/branch2/branch2.3/Conv_output_0_1" [id=396, type=QuantizeLinear]; "397 DequantizeLinear_/stage3/stage3.6/branch2/branch2.3/Conv_output_0_1" [id=397, type=DequantizeLinear]; -"398 QuantizeLinear_onnx^^Conv_1235_1" [id=398, type=QuantizeLinear]; -"399 DequantizeLinear_onnx^^Conv_1235_1" [id=399, type=DequantizeLinear]; +"398 QuantizeLinear_onnx^^Conv_1235_1" [id=398, label="398 QuantizeLinear_onnx::Conv_1235_1", type=QuantizeLinear]; +"399 DequantizeLinear_onnx^^Conv_1235_1" [id=399, label="399 DequantizeLinear_onnx::Conv_1235_1", type=DequantizeLinear]; "400 /stage3/stage3.6/branch2/branch2.5/Conv" [id=400, type=Conv]; "401 /stage3/stage3.6/branch2/branch2.7/Relu" [id=401, type=Relu]; "402 QuantizeLinear_/stage3/stage3.6/branch2/branch2.7/Relu_output_0_1" [id=402, type=QuantizeLinear]; @@ -423,19 +423,19 @@ strict digraph { "421 /stage3/stage3.7/Constant_5" [id=421, type=Constant]; "422 /stage3/stage3.7/Mul_1" [id=422, type=Mul]; "423 /stage3/stage3.7/Slice_1" [id=423, type=Slice]; -"424 QuantizeLinear_onnx^^Conv_1238_1" [id=424, type=QuantizeLinear]; -"425 DequantizeLinear_onnx^^Conv_1238_1" [id=425, type=DequantizeLinear]; +"424 QuantizeLinear_onnx^^Conv_1238_1" [id=424, label="424 QuantizeLinear_onnx::Conv_1238_1", type=QuantizeLinear]; +"425 DequantizeLinear_onnx^^Conv_1238_1" [id=425, label="425 DequantizeLinear_onnx::Conv_1238_1", type=DequantizeLinear]; "426 /stage3/stage3.7/branch2/branch2.0/Conv" [id=426, type=Conv]; "427 /stage3/stage3.7/branch2/branch2.2/Relu" [id=427, type=Relu]; "428 QuantizeLinear_/stage3/stage3.7/branch2/branch2.2/Relu_output_0_1" [id=428, type=QuantizeLinear]; "429 DequantizeLinear_/stage3/stage3.7/branch2/branch2.2/Relu_output_0_1" [id=429, type=DequantizeLinear]; -"430 QuantizeLinear_onnx^^Conv_1241_1" [id=430, type=QuantizeLinear]; -"431 DequantizeLinear_onnx^^Conv_1241_1" [id=431, type=DequantizeLinear]; +"430 QuantizeLinear_onnx^^Conv_1241_1" [id=430, label="430 QuantizeLinear_onnx::Conv_1241_1", type=QuantizeLinear]; +"431 DequantizeLinear_onnx^^Conv_1241_1" [id=431, label="431 DequantizeLinear_onnx::Conv_1241_1", type=DequantizeLinear]; "432 /stage3/stage3.7/branch2/branch2.3/Conv" [id=432, type=Conv]; "433 QuantizeLinear_/stage3/stage3.7/branch2/branch2.3/Conv_output_0_1" [id=433, type=QuantizeLinear]; "434 DequantizeLinear_/stage3/stage3.7/branch2/branch2.3/Conv_output_0_1" [id=434, type=DequantizeLinear]; -"435 QuantizeLinear_onnx^^Conv_1244_1" [id=435, type=QuantizeLinear]; -"436 DequantizeLinear_onnx^^Conv_1244_1" [id=436, type=DequantizeLinear]; +"435 QuantizeLinear_onnx^^Conv_1244_1" [id=435, label="435 QuantizeLinear_onnx::Conv_1244_1", type=QuantizeLinear]; +"436 DequantizeLinear_onnx^^Conv_1244_1" [id=436, label="436 DequantizeLinear_onnx::Conv_1244_1", type=DequantizeLinear]; "437 /stage3/stage3.7/branch2/branch2.5/Conv" [id=437, type=Conv]; "438 /stage3/stage3.7/branch2/branch2.7/Relu" [id=438, type=Relu]; "439 QuantizeLinear_/stage3/stage3.7/branch2/branch2.7/Relu_output_0_1" [id=439, type=QuantizeLinear]; @@ -446,28 +446,28 @@ strict digraph { "444 /stage3/stage3.7/Transpose" [id=444, type=Transpose]; "445 /stage3/stage3.7/Constant_7" [id=445, type=Constant]; "446 /stage3/stage3.7/Reshape_1" [id=446, type=Reshape]; -"447 QuantizeLinear_onnx^^Conv_1247_1" [id=447, type=QuantizeLinear]; -"448 DequantizeLinear_onnx^^Conv_1247_1" [id=448, type=DequantizeLinear]; +"447 QuantizeLinear_onnx^^Conv_1247_1" [id=447, label="447 QuantizeLinear_onnx::Conv_1247_1", type=QuantizeLinear]; +"448 DequantizeLinear_onnx^^Conv_1247_1" [id=448, label="448 DequantizeLinear_onnx::Conv_1247_1", type=DequantizeLinear]; "449 /stage4/stage4.0/branch1/branch1.0/Conv" [id=449, type=Conv]; "450 QuantizeLinear_/stage4/stage4.0/branch1/branch1.0/Conv_output_0_1" [id=450, type=QuantizeLinear]; "451 DequantizeLinear_/stage4/stage4.0/branch1/branch1.0/Conv_output_0_1" [id=451, type=DequantizeLinear]; -"452 QuantizeLinear_onnx^^Conv_1250_1" [id=452, type=QuantizeLinear]; -"453 DequantizeLinear_onnx^^Conv_1250_1" [id=453, type=DequantizeLinear]; +"452 QuantizeLinear_onnx^^Conv_1250_1" [id=452, label="452 QuantizeLinear_onnx::Conv_1250_1", type=QuantizeLinear]; +"453 DequantizeLinear_onnx^^Conv_1250_1" [id=453, label="453 DequantizeLinear_onnx::Conv_1250_1", type=DequantizeLinear]; "454 /stage4/stage4.0/branch1/branch1.2/Conv" [id=454, type=Conv]; "455 /stage4/stage4.0/branch1/branch1.4/Relu" [id=455, type=Relu]; -"456 QuantizeLinear_onnx^^Conv_1253_1" [id=456, type=QuantizeLinear]; -"457 DequantizeLinear_onnx^^Conv_1253_1" [id=457, type=DequantizeLinear]; +"456 QuantizeLinear_onnx^^Conv_1253_1" [id=456, label="456 QuantizeLinear_onnx::Conv_1253_1", type=QuantizeLinear]; +"457 DequantizeLinear_onnx^^Conv_1253_1" [id=457, label="457 DequantizeLinear_onnx::Conv_1253_1", type=DequantizeLinear]; "458 /stage4/stage4.0/branch2/branch2.0/Conv" [id=458, type=Conv]; "459 /stage4/stage4.0/branch2/branch2.2/Relu" [id=459, type=Relu]; "460 QuantizeLinear_/stage4/stage4.0/branch2/branch2.2/Relu_output_0_1" [id=460, type=QuantizeLinear]; "461 DequantizeLinear_/stage4/stage4.0/branch2/branch2.2/Relu_output_0_1" [id=461, type=DequantizeLinear]; -"462 QuantizeLinear_onnx^^Conv_1256_1" [id=462, type=QuantizeLinear]; -"463 DequantizeLinear_onnx^^Conv_1256_1" [id=463, type=DequantizeLinear]; +"462 QuantizeLinear_onnx^^Conv_1256_1" [id=462, label="462 QuantizeLinear_onnx::Conv_1256_1", type=QuantizeLinear]; +"463 DequantizeLinear_onnx^^Conv_1256_1" [id=463, label="463 DequantizeLinear_onnx::Conv_1256_1", type=DequantizeLinear]; "464 /stage4/stage4.0/branch2/branch2.3/Conv" [id=464, type=Conv]; "465 QuantizeLinear_/stage4/stage4.0/branch2/branch2.3/Conv_output_0_1" [id=465, type=QuantizeLinear]; "466 DequantizeLinear_/stage4/stage4.0/branch2/branch2.3/Conv_output_0_1" [id=466, type=DequantizeLinear]; -"467 QuantizeLinear_onnx^^Conv_1259_1" [id=467, type=QuantizeLinear]; -"468 DequantizeLinear_onnx^^Conv_1259_1" [id=468, type=DequantizeLinear]; +"467 QuantizeLinear_onnx^^Conv_1259_1" [id=467, label="467 QuantizeLinear_onnx::Conv_1259_1", type=QuantizeLinear]; +"468 DequantizeLinear_onnx^^Conv_1259_1" [id=468, label="468 DequantizeLinear_onnx::Conv_1259_1", type=DequantizeLinear]; "469 /stage4/stage4.0/branch2/branch2.5/Conv" [id=469, type=Conv]; "470 /stage4/stage4.0/branch2/branch2.7/Relu" [id=470, type=Relu]; "471 QuantizeLinear_/stage4/stage4.0/branch1/branch1.4/Relu_output_0_1" [id=471, type=QuantizeLinear]; @@ -494,19 +494,19 @@ strict digraph { "492 /stage4/stage4.1/Constant_5" [id=492, type=Constant]; "493 /stage4/stage4.1/Mul_1" [id=493, type=Mul]; "494 /stage4/stage4.1/Slice_1" [id=494, type=Slice]; -"495 QuantizeLinear_onnx^^Conv_1262_1" [id=495, type=QuantizeLinear]; -"496 DequantizeLinear_onnx^^Conv_1262_1" [id=496, type=DequantizeLinear]; +"495 QuantizeLinear_onnx^^Conv_1262_1" [id=495, label="495 QuantizeLinear_onnx::Conv_1262_1", type=QuantizeLinear]; +"496 DequantizeLinear_onnx^^Conv_1262_1" [id=496, label="496 DequantizeLinear_onnx::Conv_1262_1", type=DequantizeLinear]; "497 /stage4/stage4.1/branch2/branch2.0/Conv" [id=497, type=Conv]; "498 /stage4/stage4.1/branch2/branch2.2/Relu" [id=498, type=Relu]; "499 QuantizeLinear_/stage4/stage4.1/branch2/branch2.2/Relu_output_0_1" [id=499, type=QuantizeLinear]; "500 DequantizeLinear_/stage4/stage4.1/branch2/branch2.2/Relu_output_0_1" [id=500, type=DequantizeLinear]; -"501 QuantizeLinear_onnx^^Conv_1265_1" [id=501, type=QuantizeLinear]; -"502 DequantizeLinear_onnx^^Conv_1265_1" [id=502, type=DequantizeLinear]; +"501 QuantizeLinear_onnx^^Conv_1265_1" [id=501, label="501 QuantizeLinear_onnx::Conv_1265_1", type=QuantizeLinear]; +"502 DequantizeLinear_onnx^^Conv_1265_1" [id=502, label="502 DequantizeLinear_onnx::Conv_1265_1", type=DequantizeLinear]; "503 /stage4/stage4.1/branch2/branch2.3/Conv" [id=503, type=Conv]; "504 QuantizeLinear_/stage4/stage4.1/branch2/branch2.3/Conv_output_0_1" [id=504, type=QuantizeLinear]; "505 DequantizeLinear_/stage4/stage4.1/branch2/branch2.3/Conv_output_0_1" [id=505, type=DequantizeLinear]; -"506 QuantizeLinear_onnx^^Conv_1268_1" [id=506, type=QuantizeLinear]; -"507 DequantizeLinear_onnx^^Conv_1268_1" [id=507, type=DequantizeLinear]; +"506 QuantizeLinear_onnx^^Conv_1268_1" [id=506, label="506 QuantizeLinear_onnx::Conv_1268_1", type=QuantizeLinear]; +"507 DequantizeLinear_onnx^^Conv_1268_1" [id=507, label="507 DequantizeLinear_onnx::Conv_1268_1", type=DequantizeLinear]; "508 /stage4/stage4.1/branch2/branch2.5/Conv" [id=508, type=Conv]; "509 /stage4/stage4.1/branch2/branch2.7/Relu" [id=509, type=Relu]; "510 QuantizeLinear_/stage4/stage4.1/branch2/branch2.7/Relu_output_0_1" [id=510, type=QuantizeLinear]; @@ -531,19 +531,19 @@ strict digraph { "529 /stage4/stage4.2/Constant_5" [id=529, type=Constant]; "530 /stage4/stage4.2/Mul_1" [id=530, type=Mul]; "531 /stage4/stage4.2/Slice_1" [id=531, type=Slice]; -"532 QuantizeLinear_onnx^^Conv_1271_1" [id=532, type=QuantizeLinear]; -"533 DequantizeLinear_onnx^^Conv_1271_1" [id=533, type=DequantizeLinear]; +"532 QuantizeLinear_onnx^^Conv_1271_1" [id=532, label="532 QuantizeLinear_onnx::Conv_1271_1", type=QuantizeLinear]; +"533 DequantizeLinear_onnx^^Conv_1271_1" [id=533, label="533 DequantizeLinear_onnx::Conv_1271_1", type=DequantizeLinear]; "534 /stage4/stage4.2/branch2/branch2.0/Conv" [id=534, type=Conv]; "535 /stage4/stage4.2/branch2/branch2.2/Relu" [id=535, type=Relu]; "536 QuantizeLinear_/stage4/stage4.2/branch2/branch2.2/Relu_output_0_1" [id=536, type=QuantizeLinear]; "537 DequantizeLinear_/stage4/stage4.2/branch2/branch2.2/Relu_output_0_1" [id=537, type=DequantizeLinear]; -"538 QuantizeLinear_onnx^^Conv_1274_1" [id=538, type=QuantizeLinear]; -"539 DequantizeLinear_onnx^^Conv_1274_1" [id=539, type=DequantizeLinear]; +"538 QuantizeLinear_onnx^^Conv_1274_1" [id=538, label="538 QuantizeLinear_onnx::Conv_1274_1", type=QuantizeLinear]; +"539 DequantizeLinear_onnx^^Conv_1274_1" [id=539, label="539 DequantizeLinear_onnx::Conv_1274_1", type=DequantizeLinear]; "540 /stage4/stage4.2/branch2/branch2.3/Conv" [id=540, type=Conv]; "541 QuantizeLinear_/stage4/stage4.2/branch2/branch2.3/Conv_output_0_1" [id=541, type=QuantizeLinear]; "542 DequantizeLinear_/stage4/stage4.2/branch2/branch2.3/Conv_output_0_1" [id=542, type=DequantizeLinear]; -"543 QuantizeLinear_onnx^^Conv_1277_1" [id=543, type=QuantizeLinear]; -"544 DequantizeLinear_onnx^^Conv_1277_1" [id=544, type=DequantizeLinear]; +"543 QuantizeLinear_onnx^^Conv_1277_1" [id=543, label="543 QuantizeLinear_onnx::Conv_1277_1", type=QuantizeLinear]; +"544 DequantizeLinear_onnx^^Conv_1277_1" [id=544, label="544 DequantizeLinear_onnx::Conv_1277_1", type=DequantizeLinear]; "545 /stage4/stage4.2/branch2/branch2.5/Conv" [id=545, type=Conv]; "546 /stage4/stage4.2/branch2/branch2.7/Relu" [id=546, type=Relu]; "547 QuantizeLinear_/stage4/stage4.2/branch2/branch2.7/Relu_output_0_1" [id=547, type=QuantizeLinear]; @@ -568,19 +568,19 @@ strict digraph { "566 /stage4/stage4.3/Constant_5" [id=566, type=Constant]; "567 /stage4/stage4.3/Mul_1" [id=567, type=Mul]; "568 /stage4/stage4.3/Slice_1" [id=568, type=Slice]; -"569 QuantizeLinear_onnx^^Conv_1280_1" [id=569, type=QuantizeLinear]; -"570 DequantizeLinear_onnx^^Conv_1280_1" [id=570, type=DequantizeLinear]; +"569 QuantizeLinear_onnx^^Conv_1280_1" [id=569, label="569 QuantizeLinear_onnx::Conv_1280_1", type=QuantizeLinear]; +"570 DequantizeLinear_onnx^^Conv_1280_1" [id=570, label="570 DequantizeLinear_onnx::Conv_1280_1", type=DequantizeLinear]; "571 /stage4/stage4.3/branch2/branch2.0/Conv" [id=571, type=Conv]; "572 /stage4/stage4.3/branch2/branch2.2/Relu" [id=572, type=Relu]; "573 QuantizeLinear_/stage4/stage4.3/branch2/branch2.2/Relu_output_0_1" [id=573, type=QuantizeLinear]; "574 DequantizeLinear_/stage4/stage4.3/branch2/branch2.2/Relu_output_0_1" [id=574, type=DequantizeLinear]; -"575 QuantizeLinear_onnx^^Conv_1283_1" [id=575, type=QuantizeLinear]; -"576 DequantizeLinear_onnx^^Conv_1283_1" [id=576, type=DequantizeLinear]; +"575 QuantizeLinear_onnx^^Conv_1283_1" [id=575, label="575 QuantizeLinear_onnx::Conv_1283_1", type=QuantizeLinear]; +"576 DequantizeLinear_onnx^^Conv_1283_1" [id=576, label="576 DequantizeLinear_onnx::Conv_1283_1", type=DequantizeLinear]; "577 /stage4/stage4.3/branch2/branch2.3/Conv" [id=577, type=Conv]; "578 QuantizeLinear_/stage4/stage4.3/branch2/branch2.3/Conv_output_0_1" [id=578, type=QuantizeLinear]; "579 DequantizeLinear_/stage4/stage4.3/branch2/branch2.3/Conv_output_0_1" [id=579, type=DequantizeLinear]; -"580 QuantizeLinear_onnx^^Conv_1286_1" [id=580, type=QuantizeLinear]; -"581 DequantizeLinear_onnx^^Conv_1286_1" [id=581, type=DequantizeLinear]; +"580 QuantizeLinear_onnx^^Conv_1286_1" [id=580, label="580 QuantizeLinear_onnx::Conv_1286_1", type=QuantizeLinear]; +"581 DequantizeLinear_onnx^^Conv_1286_1" [id=581, label="581 DequantizeLinear_onnx::Conv_1286_1", type=DequantizeLinear]; "582 /stage4/stage4.3/branch2/branch2.5/Conv" [id=582, type=Conv]; "583 /stage4/stage4.3/branch2/branch2.7/Relu" [id=583, type=Relu]; "584 QuantizeLinear_/stage4/stage4.3/branch2/branch2.7/Relu_output_0_1" [id=584, type=QuantizeLinear]; @@ -591,8 +591,8 @@ strict digraph { "589 /stage4/stage4.3/Transpose" [id=589, type=Transpose]; "590 /stage4/stage4.3/Constant_7" [id=590, type=Constant]; "591 /stage4/stage4.3/Reshape_1" [id=591, type=Reshape]; -"592 QuantizeLinear_onnx^^Conv_1289_1" [id=592, type=QuantizeLinear]; -"593 DequantizeLinear_onnx^^Conv_1289_1" [id=593, type=DequantizeLinear]; +"592 QuantizeLinear_onnx^^Conv_1289_1" [id=592, label="592 QuantizeLinear_onnx::Conv_1289_1", type=QuantizeLinear]; +"593 DequantizeLinear_onnx^^Conv_1289_1" [id=593, label="593 DequantizeLinear_onnx::Conv_1289_1", type=DequantizeLinear]; "594 /conv5/conv5.0/Conv" [id=594, type=Conv]; "595 /conv5/conv5.2/Relu" [id=595, type=Relu]; "596 QuantizeLinear_/conv5/conv5.2/Relu_output_0_1" [id=596, type=QuantizeLinear]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/googlenet-v3-pytorch.dot b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/googlenet-v3-pytorch.dot index 254d4505136..508b31bcc30 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/googlenet-v3-pytorch.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/googlenet-v3-pytorch.dot @@ -318,195 +318,195 @@ strict digraph { "316 Constant_1730" [id=316, type=Constant]; "317 Range_1726" [id=317, type=Constant]; "318 Reshape_1714" [id=318, type=Constant]; -"319 onnx^^Conv_1170" [id=319, type=Constant]; +"319 onnx^^Conv_1170" [id=319, label="319 onnx::Conv_1170", type=Constant]; "320 Reshape_1568" [id=320, type=Constant]; -"321 onnx^^Conv_1143" [id=321, type=Constant]; +"321 onnx^^Conv_1143" [id=321, label="321 onnx::Conv_1143", type=Constant]; "322 Reshape_1324" [id=322, type=Constant]; -"323 onnx^^Conv_1098" [id=323, type=Constant]; +"323 onnx^^Conv_1098" [id=323, label="323 onnx::Conv_1098", type=Constant]; "324 Reshape_1162" [id=324, type=Constant]; -"325 onnx^^Conv_1068" [id=325, type=Constant]; +"325 onnx^^Conv_1068" [id=325, label="325 onnx::Conv_1068", type=Constant]; "326 Reshape_1000" [id=326, type=Constant]; -"327 onnx^^Conv_1038" [id=327, type=Constant]; +"327 onnx^^Conv_1038" [id=327, label="327 onnx::Conv_1038", type=Constant]; "328 Reshape_838" [id=328, type=Constant]; -"329 onnx^^Conv_1008" [id=329, type=Constant]; +"329 onnx^^Conv_1008" [id=329, label="329 onnx::Conv_1008", type=Constant]; "330 Reshape_610" [id=330, type=Constant]; -"331 onnx^^Conv_966" [id=331, type=Constant]; +"331 onnx^^Conv_966" [id=331, label="331 onnx::Conv_966", type=Constant]; "332 Reshape_496" [id=332, type=Constant]; -"333 onnx^^Conv_945" [id=333, type=Constant]; +"333 onnx^^Conv_945" [id=333, label="333 onnx::Conv_945", type=Constant]; "334 Reshape_382" [id=334, type=Constant]; -"335 onnx^^Conv_924" [id=335, type=Constant]; +"335 onnx^^Conv_924" [id=335, label="335 onnx::Conv_924", type=Constant]; "336 Reshape_268" [id=336, type=Constant]; -"337 onnx^^Conv_903" [id=337, type=Constant]; +"337 onnx^^Conv_903" [id=337, label="337 onnx::Conv_903", type=Constant]; "338 Reshape_252" [id=338, type=Constant]; -"339 onnx^^Conv_900" [id=339, type=Constant]; +"339 onnx^^Conv_900" [id=339, label="339 onnx::Conv_900", type=Constant]; "340 Reshape_235" [id=340, type=Constant]; -"341 onnx^^Conv_897" [id=341, type=Constant]; +"341 onnx^^Conv_897" [id=341, label="341 onnx::Conv_897", type=Constant]; "342 Reshape_219" [id=342, type=Constant]; -"343 onnx^^Conv_894" [id=343, type=Constant]; +"343 onnx^^Conv_894" [id=343, label="343 onnx::Conv_894", type=Constant]; "344 Reshape_203" [id=344, type=Constant]; "345 Gather_4104" [id=345, type=Constant]; "346 Gather_4101" [id=346, type=Constant]; "347 Gather_4098" [id=347, type=Constant]; "348 Reshape_365" [id=348, type=Constant]; -"349 onnx^^Conv_921" [id=349, type=Constant]; +"349 onnx^^Conv_921" [id=349, label="349 onnx::Conv_921", type=Constant]; "350 Reshape_349" [id=350, type=Constant]; -"351 onnx^^Conv_918" [id=351, type=Constant]; +"351 onnx^^Conv_918" [id=351, label="351 onnx::Conv_918", type=Constant]; "352 Reshape_333" [id=352, type=Constant]; -"353 onnx^^Conv_915" [id=353, type=Constant]; +"353 onnx^^Conv_915" [id=353, label="353 onnx::Conv_915", type=Constant]; "354 Reshape_317" [id=354, type=Constant]; -"355 onnx^^Conv_912" [id=355, type=Constant]; +"355 onnx^^Conv_912" [id=355, label="355 onnx::Conv_912", type=Constant]; "356 Reshape_301" [id=356, type=Constant]; -"357 onnx^^Conv_909" [id=357, type=Constant]; +"357 onnx^^Conv_909" [id=357, label="357 onnx::Conv_909", type=Constant]; "358 Reshape_285" [id=358, type=Constant]; -"359 onnx^^Conv_906" [id=359, type=Constant]; +"359 onnx^^Conv_906" [id=359, label="359 onnx::Conv_906", type=Constant]; "360 Reshape_479" [id=360, type=Constant]; -"361 onnx^^Conv_942" [id=361, type=Constant]; +"361 onnx^^Conv_942" [id=361, label="361 onnx::Conv_942", type=Constant]; "362 Reshape_463" [id=362, type=Constant]; -"363 onnx^^Conv_939" [id=363, type=Constant]; +"363 onnx^^Conv_939" [id=363, label="363 onnx::Conv_939", type=Constant]; "364 Reshape_447" [id=364, type=Constant]; -"365 onnx^^Conv_936" [id=365, type=Constant]; +"365 onnx^^Conv_936" [id=365, label="365 onnx::Conv_936", type=Constant]; "366 Reshape_431" [id=366, type=Constant]; -"367 onnx^^Conv_933" [id=367, type=Constant]; +"367 onnx^^Conv_933" [id=367, label="367 onnx::Conv_933", type=Constant]; "368 Reshape_415" [id=368, type=Constant]; -"369 onnx^^Conv_930" [id=369, type=Constant]; +"369 onnx^^Conv_930" [id=369, label="369 onnx::Conv_930", type=Constant]; "370 Reshape_399" [id=370, type=Constant]; -"371 onnx^^Conv_927" [id=371, type=Constant]; +"371 onnx^^Conv_927" [id=371, label="371 onnx::Conv_927", type=Constant]; "372 Reshape_593" [id=372, type=Constant]; -"373 onnx^^Conv_963" [id=373, type=Constant]; +"373 onnx^^Conv_963" [id=373, label="373 onnx::Conv_963", type=Constant]; "374 Reshape_577" [id=374, type=Constant]; -"375 onnx^^Conv_960" [id=375, type=Constant]; +"375 onnx^^Conv_960" [id=375, label="375 onnx::Conv_960", type=Constant]; "376 Reshape_561" [id=376, type=Constant]; -"377 onnx^^Conv_957" [id=377, type=Constant]; +"377 onnx^^Conv_957" [id=377, label="377 onnx::Conv_957", type=Constant]; "378 Reshape_545" [id=378, type=Constant]; -"379 onnx^^Conv_954" [id=379, type=Constant]; +"379 onnx^^Conv_954" [id=379, label="379 onnx::Conv_954", type=Constant]; "380 Reshape_529" [id=380, type=Constant]; -"381 onnx^^Conv_951" [id=381, type=Constant]; +"381 onnx^^Conv_951" [id=381, label="381 onnx::Conv_951", type=Constant]; "382 Reshape_513" [id=382, type=Constant]; -"383 onnx^^Conv_948" [id=383, type=Constant]; +"383 onnx^^Conv_948" [id=383, label="383 onnx::Conv_948", type=Constant]; "384 Reshape_675" [id=384, type=Constant]; -"385 onnx^^Conv_978" [id=385, type=Constant]; +"385 onnx^^Conv_978" [id=385, label="385 onnx::Conv_978", type=Constant]; "386 Reshape_659" [id=386, type=Constant]; -"387 onnx^^Conv_975" [id=387, type=Constant]; +"387 onnx^^Conv_975" [id=387, label="387 onnx::Conv_975", type=Constant]; "388 Reshape_643" [id=388, type=Constant]; -"389 onnx^^Conv_972" [id=389, type=Constant]; +"389 onnx^^Conv_972" [id=389, label="389 onnx::Conv_972", type=Constant]; "390 Reshape_627" [id=390, type=Constant]; -"391 onnx^^Conv_969" [id=391, type=Constant]; +"391 onnx^^Conv_969" [id=391, label="391 onnx::Conv_969", type=Constant]; "392 Reshape_821" [id=392, type=Constant]; -"393 onnx^^Conv_1005" [id=393, type=Constant]; +"393 onnx^^Conv_1005" [id=393, label="393 onnx::Conv_1005", type=Constant]; "394 Reshape_805" [id=394, type=Constant]; -"395 onnx^^Conv_1002" [id=395, type=Constant]; +"395 onnx^^Conv_1002" [id=395, label="395 onnx::Conv_1002", type=Constant]; "396 Reshape_789" [id=396, type=Constant]; -"397 onnx^^Conv_999" [id=397, type=Constant]; +"397 onnx^^Conv_999" [id=397, label="397 onnx::Conv_999", type=Constant]; "398 Reshape_773" [id=398, type=Constant]; -"399 onnx^^Conv_996" [id=399, type=Constant]; +"399 onnx^^Conv_996" [id=399, label="399 onnx::Conv_996", type=Constant]; "400 Reshape_757" [id=400, type=Constant]; -"401 onnx^^Conv_993" [id=401, type=Constant]; +"401 onnx^^Conv_993" [id=401, label="401 onnx::Conv_993", type=Constant]; "402 Reshape_741" [id=402, type=Constant]; -"403 onnx^^Conv_990" [id=403, type=Constant]; +"403 onnx^^Conv_990" [id=403, label="403 onnx::Conv_990", type=Constant]; "404 Reshape_725" [id=404, type=Constant]; -"405 onnx^^Conv_987" [id=405, type=Constant]; +"405 onnx^^Conv_987" [id=405, label="405 onnx::Conv_987", type=Constant]; "406 Reshape_709" [id=406, type=Constant]; -"407 onnx^^Conv_984" [id=407, type=Constant]; +"407 onnx^^Conv_984" [id=407, label="407 onnx::Conv_984", type=Constant]; "408 Reshape_693" [id=408, type=Constant]; -"409 onnx^^Conv_981" [id=409, type=Constant]; +"409 onnx^^Conv_981" [id=409, label="409 onnx::Conv_981", type=Constant]; "410 Reshape_983" [id=410, type=Constant]; -"411 onnx^^Conv_1035" [id=411, type=Constant]; +"411 onnx^^Conv_1035" [id=411, label="411 onnx::Conv_1035", type=Constant]; "412 Reshape_967" [id=412, type=Constant]; -"413 onnx^^Conv_1032" [id=413, type=Constant]; +"413 onnx^^Conv_1032" [id=413, label="413 onnx::Conv_1032", type=Constant]; "414 Reshape_951" [id=414, type=Constant]; -"415 onnx^^Conv_1029" [id=415, type=Constant]; +"415 onnx^^Conv_1029" [id=415, label="415 onnx::Conv_1029", type=Constant]; "416 Reshape_935" [id=416, type=Constant]; -"417 onnx^^Conv_1026" [id=417, type=Constant]; +"417 onnx^^Conv_1026" [id=417, label="417 onnx::Conv_1026", type=Constant]; "418 Reshape_919" [id=418, type=Constant]; -"419 onnx^^Conv_1023" [id=419, type=Constant]; +"419 onnx^^Conv_1023" [id=419, label="419 onnx::Conv_1023", type=Constant]; "420 Reshape_903" [id=420, type=Constant]; -"421 onnx^^Conv_1020" [id=421, type=Constant]; +"421 onnx^^Conv_1020" [id=421, label="421 onnx::Conv_1020", type=Constant]; "422 Reshape_887" [id=422, type=Constant]; -"423 onnx^^Conv_1017" [id=423, type=Constant]; +"423 onnx^^Conv_1017" [id=423, label="423 onnx::Conv_1017", type=Constant]; "424 Reshape_871" [id=424, type=Constant]; -"425 onnx^^Conv_1014" [id=425, type=Constant]; +"425 onnx^^Conv_1014" [id=425, label="425 onnx::Conv_1014", type=Constant]; "426 Reshape_855" [id=426, type=Constant]; -"427 onnx^^Conv_1011" [id=427, type=Constant]; +"427 onnx^^Conv_1011" [id=427, label="427 onnx::Conv_1011", type=Constant]; "428 Reshape_1145" [id=428, type=Constant]; -"429 onnx^^Conv_1065" [id=429, type=Constant]; +"429 onnx^^Conv_1065" [id=429, label="429 onnx::Conv_1065", type=Constant]; "430 Reshape_1129" [id=430, type=Constant]; -"431 onnx^^Conv_1062" [id=431, type=Constant]; +"431 onnx^^Conv_1062" [id=431, label="431 onnx::Conv_1062", type=Constant]; "432 Reshape_1113" [id=432, type=Constant]; -"433 onnx^^Conv_1059" [id=433, type=Constant]; +"433 onnx^^Conv_1059" [id=433, label="433 onnx::Conv_1059", type=Constant]; "434 Reshape_1097" [id=434, type=Constant]; -"435 onnx^^Conv_1056" [id=435, type=Constant]; +"435 onnx^^Conv_1056" [id=435, label="435 onnx::Conv_1056", type=Constant]; "436 Reshape_1081" [id=436, type=Constant]; -"437 onnx^^Conv_1053" [id=437, type=Constant]; +"437 onnx^^Conv_1053" [id=437, label="437 onnx::Conv_1053", type=Constant]; "438 Reshape_1065" [id=438, type=Constant]; -"439 onnx^^Conv_1050" [id=439, type=Constant]; +"439 onnx^^Conv_1050" [id=439, label="439 onnx::Conv_1050", type=Constant]; "440 Reshape_1049" [id=440, type=Constant]; -"441 onnx^^Conv_1047" [id=441, type=Constant]; +"441 onnx^^Conv_1047" [id=441, label="441 onnx::Conv_1047", type=Constant]; "442 Reshape_1033" [id=442, type=Constant]; -"443 onnx^^Conv_1044" [id=443, type=Constant]; +"443 onnx^^Conv_1044" [id=443, label="443 onnx::Conv_1044", type=Constant]; "444 Reshape_1017" [id=444, type=Constant]; -"445 onnx^^Conv_1041" [id=445, type=Constant]; +"445 onnx^^Conv_1041" [id=445, label="445 onnx::Conv_1041", type=Constant]; "446 Reshape_1307" [id=446, type=Constant]; -"447 onnx^^Conv_1095" [id=447, type=Constant]; +"447 onnx^^Conv_1095" [id=447, label="447 onnx::Conv_1095", type=Constant]; "448 Reshape_1291" [id=448, type=Constant]; -"449 onnx^^Conv_1092" [id=449, type=Constant]; +"449 onnx^^Conv_1092" [id=449, label="449 onnx::Conv_1092", type=Constant]; "450 Reshape_1275" [id=450, type=Constant]; -"451 onnx^^Conv_1089" [id=451, type=Constant]; +"451 onnx^^Conv_1089" [id=451, label="451 onnx::Conv_1089", type=Constant]; "452 Reshape_1259" [id=452, type=Constant]; -"453 onnx^^Conv_1086" [id=453, type=Constant]; +"453 onnx^^Conv_1086" [id=453, label="453 onnx::Conv_1086", type=Constant]; "454 Reshape_1243" [id=454, type=Constant]; -"455 onnx^^Conv_1083" [id=455, type=Constant]; +"455 onnx^^Conv_1083" [id=455, label="455 onnx::Conv_1083", type=Constant]; "456 Reshape_1227" [id=456, type=Constant]; -"457 onnx^^Conv_1080" [id=457, type=Constant]; +"457 onnx^^Conv_1080" [id=457, label="457 onnx::Conv_1080", type=Constant]; "458 Reshape_1211" [id=458, type=Constant]; -"459 onnx^^Conv_1077" [id=459, type=Constant]; +"459 onnx^^Conv_1077" [id=459, label="459 onnx::Conv_1077", type=Constant]; "460 Reshape_1195" [id=460, type=Constant]; -"461 onnx^^Conv_1074" [id=461, type=Constant]; +"461 onnx^^Conv_1074" [id=461, label="461 onnx::Conv_1074", type=Constant]; "462 Reshape_1179" [id=462, type=Constant]; -"463 onnx^^Conv_1071" [id=463, type=Constant]; +"463 onnx^^Conv_1071" [id=463, label="463 onnx::Conv_1071", type=Constant]; "464 Reshape_1421" [id=464, type=Constant]; -"465 onnx^^Conv_1116" [id=465, type=Constant]; +"465 onnx^^Conv_1116" [id=465, label="465 onnx::Conv_1116", type=Constant]; "466 Reshape_1405" [id=466, type=Constant]; -"467 onnx^^Conv_1113" [id=467, type=Constant]; +"467 onnx^^Conv_1113" [id=467, label="467 onnx::Conv_1113", type=Constant]; "468 Reshape_1389" [id=468, type=Constant]; -"469 onnx^^Conv_1110" [id=469, type=Constant]; +"469 onnx^^Conv_1110" [id=469, label="469 onnx::Conv_1110", type=Constant]; "470 Reshape_1373" [id=470, type=Constant]; -"471 onnx^^Conv_1107" [id=471, type=Constant]; +"471 onnx^^Conv_1107" [id=471, label="471 onnx::Conv_1107", type=Constant]; "472 Reshape_1357" [id=472, type=Constant]; -"473 onnx^^Conv_1104" [id=473, type=Constant]; +"473 onnx^^Conv_1104" [id=473, label="473 onnx::Conv_1104", type=Constant]; "474 Reshape_1341" [id=474, type=Constant]; -"475 onnx^^Conv_1101" [id=475, type=Constant]; +"475 onnx^^Conv_1101" [id=475, label="475 onnx::Conv_1101", type=Constant]; "476 Reshape_1551" [id=476, type=Constant]; -"477 onnx^^Conv_1140" [id=477, type=Constant]; +"477 onnx^^Conv_1140" [id=477, label="477 onnx::Conv_1140", type=Constant]; "478 Reshape_1519" [id=478, type=Constant]; -"479 onnx^^Conv_1134" [id=479, type=Constant]; +"479 onnx^^Conv_1134" [id=479, label="479 onnx::Conv_1134", type=Constant]; "480 Reshape_1503" [id=480, type=Constant]; -"481 onnx^^Conv_1131" [id=481, type=Constant]; +"481 onnx^^Conv_1131" [id=481, label="481 onnx::Conv_1131", type=Constant]; "482 Reshape_1535" [id=482, type=Constant]; -"483 onnx^^Conv_1137" [id=483, type=Constant]; +"483 onnx^^Conv_1137" [id=483, label="483 onnx::Conv_1137", type=Constant]; "484 Reshape_1487" [id=484, type=Constant]; -"485 onnx^^Conv_1128" [id=485, type=Constant]; +"485 onnx^^Conv_1128" [id=485, label="485 onnx::Conv_1128", type=Constant]; "486 Reshape_1455" [id=486, type=Constant]; -"487 onnx^^Conv_1122" [id=487, type=Constant]; +"487 onnx^^Conv_1122" [id=487, label="487 onnx::Conv_1122", type=Constant]; "488 Reshape_1471" [id=488, type=Constant]; -"489 onnx^^Conv_1125" [id=489, type=Constant]; +"489 onnx^^Conv_1125" [id=489, label="489 onnx::Conv_1125", type=Constant]; "490 Reshape_1439" [id=490, type=Constant]; -"491 onnx^^Conv_1119" [id=491, type=Constant]; +"491 onnx^^Conv_1119" [id=491, label="491 onnx::Conv_1119", type=Constant]; "492 Reshape_1697" [id=492, type=Constant]; -"493 onnx^^Conv_1167" [id=493, type=Constant]; +"493 onnx^^Conv_1167" [id=493, label="493 onnx::Conv_1167", type=Constant]; "494 Reshape_1665" [id=494, type=Constant]; -"495 onnx^^Conv_1161" [id=495, type=Constant]; +"495 onnx^^Conv_1161" [id=495, label="495 onnx::Conv_1161", type=Constant]; "496 Reshape_1649" [id=496, type=Constant]; -"497 onnx^^Conv_1158" [id=497, type=Constant]; +"497 onnx^^Conv_1158" [id=497, label="497 onnx::Conv_1158", type=Constant]; "498 Reshape_1681" [id=498, type=Constant]; -"499 onnx^^Conv_1164" [id=499, type=Constant]; +"499 onnx^^Conv_1164" [id=499, label="499 onnx::Conv_1164", type=Constant]; "500 Reshape_1633" [id=500, type=Constant]; -"501 onnx^^Conv_1155" [id=501, type=Constant]; +"501 onnx^^Conv_1155" [id=501, label="501 onnx::Conv_1155", type=Constant]; "502 Reshape_1601" [id=502, type=Constant]; -"503 onnx^^Conv_1149" [id=503, type=Constant]; +"503 onnx^^Conv_1149" [id=503, label="503 onnx::Conv_1149", type=Constant]; "504 Reshape_1617" [id=504, type=Constant]; -"505 onnx^^Conv_1152" [id=505, type=Constant]; +"505 onnx^^Conv_1152" [id=505, label="505 onnx::Conv_1152", type=Constant]; "506 Reshape_1585" [id=506, type=Constant]; -"507 onnx^^Conv_1146" [id=507, type=Constant]; +"507 onnx^^Conv_1146" [id=507, label="507 onnx::Conv_1146", type=Constant]; "0 data" -> "1 Multiply_4031" [label="[1, 3, 299, 299]", style=solid]; "1 Multiply_4031" -> "2 Divide_1751" [label="[1, 3, 299, 299]", style=solid]; "2 Divide_1751" -> "3 /Conv2d_1a_3x3/conv/Conv/WithoutBiases" [label="[1, 3, 299, 299]", style=solid]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/mobilenet-v2-pytorch.dot b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/mobilenet-v2-pytorch.dot index e43a7dd18da..32c7ca54b45 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/mobilenet-v2-pytorch.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/mobilenet-v2-pytorch.dot @@ -161,105 +161,105 @@ strict digraph { "159 Constant_1864" [id=159, type=Constant]; "160 Range_1860" [id=160, type=Constant]; "161 Reshape_1846" [id=161, type=Constant]; -"162 onnx^^Conv_691" [id=162, type=Constant]; +"162 onnx^^Conv_691" [id=162, label="162 onnx::Conv_691", type=Constant]; "163 Reshape_1831" [id=163, type=Constant]; -"164 onnx^^Conv_688" [id=164, type=Constant]; +"164 onnx^^Conv_688" [id=164, label="164 onnx::Conv_688", type=Constant]; "165 Reshape_1812" [id=165, type=Constant]; "166 Reshape_1760" [id=166, type=Constant]; "167 Reshape_1745" [id=167, type=Constant]; -"168 onnx^^Conv_682" [id=168, type=Constant]; +"168 onnx^^Conv_682" [id=168, label="168 onnx::Conv_682", type=Constant]; "169 Reshape_1729" [id=169, type=Constant]; -"170 onnx^^Conv_679" [id=170, type=Constant]; +"170 onnx^^Conv_679" [id=170, label="170 onnx::Conv_679", type=Constant]; "171 Reshape_1710" [id=171, type=Constant]; "172 Reshape_1658" [id=172, type=Constant]; "173 Reshape_1643" [id=173, type=Constant]; -"174 onnx^^Conv_673" [id=174, type=Constant]; +"174 onnx^^Conv_673" [id=174, label="174 onnx::Conv_673", type=Constant]; "175 Reshape_1627" [id=175, type=Constant]; -"176 onnx^^Conv_670" [id=176, type=Constant]; +"176 onnx^^Conv_670" [id=176, label="176 onnx::Conv_670", type=Constant]; "177 Reshape_1608" [id=177, type=Constant]; "178 Reshape_1556" [id=178, type=Constant]; "179 Reshape_1541" [id=179, type=Constant]; -"180 onnx^^Conv_664" [id=180, type=Constant]; +"180 onnx^^Conv_664" [id=180, label="180 onnx::Conv_664", type=Constant]; "181 Reshape_1526" [id=181, type=Constant]; -"182 onnx^^Conv_661" [id=182, type=Constant]; +"182 onnx^^Conv_661" [id=182, label="182 onnx::Conv_661", type=Constant]; "183 Reshape_1507" [id=183, type=Constant]; "184 Reshape_1455" [id=184, type=Constant]; "185 Reshape_1440" [id=185, type=Constant]; -"186 onnx^^Conv_655" [id=186, type=Constant]; +"186 onnx^^Conv_655" [id=186, label="186 onnx::Conv_655", type=Constant]; "187 Reshape_1424" [id=187, type=Constant]; -"188 onnx^^Conv_652" [id=188, type=Constant]; +"188 onnx^^Conv_652" [id=188, label="188 onnx::Conv_652", type=Constant]; "189 Reshape_1405" [id=189, type=Constant]; "190 Reshape_1353" [id=190, type=Constant]; "191 Reshape_1338" [id=191, type=Constant]; -"192 onnx^^Conv_646" [id=192, type=Constant]; +"192 onnx^^Conv_646" [id=192, label="192 onnx::Conv_646", type=Constant]; "193 Reshape_1322" [id=193, type=Constant]; -"194 onnx^^Conv_643" [id=194, type=Constant]; +"194 onnx^^Conv_643" [id=194, label="194 onnx::Conv_643", type=Constant]; "195 Reshape_1303" [id=195, type=Constant]; "196 Reshape_1251" [id=196, type=Constant]; "197 Reshape_1236" [id=197, type=Constant]; -"198 onnx^^Conv_637" [id=198, type=Constant]; +"198 onnx^^Conv_637" [id=198, label="198 onnx::Conv_637", type=Constant]; "199 Reshape_1221" [id=199, type=Constant]; -"200 onnx^^Conv_634" [id=200, type=Constant]; +"200 onnx^^Conv_634" [id=200, label="200 onnx::Conv_634", type=Constant]; "201 Reshape_1202" [id=201, type=Constant]; "202 Reshape_1150" [id=202, type=Constant]; "203 Reshape_1135" [id=203, type=Constant]; -"204 onnx^^Conv_628" [id=204, type=Constant]; +"204 onnx^^Conv_628" [id=204, label="204 onnx::Conv_628", type=Constant]; "205 Reshape_1119" [id=205, type=Constant]; -"206 onnx^^Conv_625" [id=206, type=Constant]; +"206 onnx^^Conv_625" [id=206, label="206 onnx::Conv_625", type=Constant]; "207 Reshape_1100" [id=207, type=Constant]; "208 Reshape_1048" [id=208, type=Constant]; "209 Reshape_1033" [id=209, type=Constant]; -"210 onnx^^Conv_619" [id=210, type=Constant]; +"210 onnx^^Conv_619" [id=210, label="210 onnx::Conv_619", type=Constant]; "211 Reshape_1017" [id=211, type=Constant]; -"212 onnx^^Conv_616" [id=212, type=Constant]; +"212 onnx^^Conv_616" [id=212, label="212 onnx::Conv_616", type=Constant]; "213 Reshape_998" [id=213, type=Constant]; "214 Reshape_946" [id=214, type=Constant]; "215 Reshape_931" [id=215, type=Constant]; -"216 onnx^^Conv_610" [id=216, type=Constant]; +"216 onnx^^Conv_610" [id=216, label="216 onnx::Conv_610", type=Constant]; "217 Reshape_915" [id=217, type=Constant]; -"218 onnx^^Conv_607" [id=218, type=Constant]; +"218 onnx^^Conv_607" [id=218, label="218 onnx::Conv_607", type=Constant]; "219 Reshape_896" [id=219, type=Constant]; "220 Reshape_844" [id=220, type=Constant]; "221 Reshape_829" [id=221, type=Constant]; -"222 onnx^^Conv_601" [id=222, type=Constant]; +"222 onnx^^Conv_601" [id=222, label="222 onnx::Conv_601", type=Constant]; "223 Reshape_814" [id=223, type=Constant]; -"224 onnx^^Conv_598" [id=224, type=Constant]; +"224 onnx^^Conv_598" [id=224, label="224 onnx::Conv_598", type=Constant]; "225 Reshape_795" [id=225, type=Constant]; "226 Reshape_743" [id=226, type=Constant]; "227 Reshape_728" [id=227, type=Constant]; -"228 onnx^^Conv_592" [id=228, type=Constant]; +"228 onnx^^Conv_592" [id=228, label="228 onnx::Conv_592", type=Constant]; "229 Reshape_712" [id=229, type=Constant]; -"230 onnx^^Conv_589" [id=230, type=Constant]; +"230 onnx^^Conv_589" [id=230, label="230 onnx::Conv_589", type=Constant]; "231 Reshape_693" [id=231, type=Constant]; "232 Reshape_641" [id=232, type=Constant]; "233 Reshape_626" [id=233, type=Constant]; -"234 onnx^^Conv_583" [id=234, type=Constant]; +"234 onnx^^Conv_583" [id=234, label="234 onnx::Conv_583", type=Constant]; "235 Reshape_610" [id=235, type=Constant]; -"236 onnx^^Conv_580" [id=236, type=Constant]; +"236 onnx^^Conv_580" [id=236, label="236 onnx::Conv_580", type=Constant]; "237 Reshape_591" [id=237, type=Constant]; "238 Reshape_539" [id=238, type=Constant]; "239 Reshape_524" [id=239, type=Constant]; -"240 onnx^^Conv_574" [id=240, type=Constant]; +"240 onnx^^Conv_574" [id=240, label="240 onnx::Conv_574", type=Constant]; "241 Reshape_509" [id=241, type=Constant]; -"242 onnx^^Conv_571" [id=242, type=Constant]; +"242 onnx^^Conv_571" [id=242, label="242 onnx::Conv_571", type=Constant]; "243 Reshape_490" [id=243, type=Constant]; "244 Reshape_438" [id=244, type=Constant]; "245 Reshape_423" [id=245, type=Constant]; -"246 onnx^^Conv_565" [id=246, type=Constant]; +"246 onnx^^Conv_565" [id=246, label="246 onnx::Conv_565", type=Constant]; "247 Reshape_407" [id=247, type=Constant]; -"248 onnx^^Conv_562" [id=248, type=Constant]; +"248 onnx^^Conv_562" [id=248, label="248 onnx::Conv_562", type=Constant]; "249 Reshape_388" [id=249, type=Constant]; "250 Reshape_336" [id=250, type=Constant]; "251 Reshape_321" [id=251, type=Constant]; -"252 onnx^^Conv_556" [id=252, type=Constant]; +"252 onnx^^Conv_556" [id=252, label="252 onnx::Conv_556", type=Constant]; "253 Reshape_306" [id=253, type=Constant]; -"254 onnx^^Conv_553" [id=254, type=Constant]; +"254 onnx^^Conv_553" [id=254, label="254 onnx::Conv_553", type=Constant]; "255 Reshape_287" [id=255, type=Constant]; "256 Reshape_235" [id=256, type=Constant]; "257 Reshape_220" [id=257, type=Constant]; -"258 onnx^^Conv_547" [id=258, type=Constant]; +"258 onnx^^Conv_547" [id=258, label="258 onnx::Conv_547", type=Constant]; "259 Reshape_205" [id=259, type=Constant]; -"260 onnx^^Conv_544" [id=260, type=Constant]; +"260 onnx^^Conv_544" [id=260, label="260 onnx::Conv_544", type=Constant]; "261 Reshape_186" [id=261, type=Constant]; "262 Reshape_134" [id=262, type=Constant]; "263 Reshape_119" [id=263, type=Constant]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/resnet-18-pytorch.dot b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/resnet-18-pytorch.dot index a3cfa9496ca..24fecd18ab3 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/resnet-18-pytorch.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/resnet-18-pytorch.dot @@ -78,47 +78,47 @@ strict digraph { "76 Constant_380" [id=76, type=Constant]; "77 Range_376" [id=77, type=Constant]; "78 Reshape_331" [id=78, type=Constant]; -"79 onnx^^Conv_244" [id=79, type=Constant]; +"79 onnx^^Conv_244" [id=79, label="79 onnx::Conv_244", type=Constant]; "80 Reshape_250" [id=80, type=Constant]; -"81 onnx^^Conv_229" [id=81, type=Constant]; +"81 onnx^^Conv_229" [id=81, label="81 onnx::Conv_229", type=Constant]; "82 Reshape_169" [id=82, type=Constant]; -"83 onnx^^Conv_214" [id=83, type=Constant]; +"83 onnx^^Conv_214" [id=83, label="83 onnx::Conv_214", type=Constant]; "84 Reshape_55" [id=84, type=Constant]; "85 Gather_1788" [id=85, type=Constant]; "86 Gather_1785" [id=86, type=Constant]; "87 Gather_1782" [id=87, type=Constant]; "88 Reshape_88" [id=88, type=Constant]; -"89 onnx^^Conv_199" [id=89, type=Constant]; +"89 onnx^^Conv_199" [id=89, label="89 onnx::Conv_199", type=Constant]; "90 Reshape_72" [id=90, type=Constant]; -"91 onnx^^Conv_196" [id=91, type=Constant]; +"91 onnx^^Conv_196" [id=91, label="91 onnx::Conv_196", type=Constant]; "92 Reshape_121" [id=92, type=Constant]; -"93 onnx^^Conv_205" [id=93, type=Constant]; +"93 onnx^^Conv_205" [id=93, label="93 onnx::Conv_205", type=Constant]; "94 Reshape_105" [id=94, type=Constant]; -"95 onnx^^Conv_202" [id=95, type=Constant]; +"95 onnx^^Conv_202" [id=95, label="95 onnx::Conv_202", type=Constant]; "96 Reshape_154" [id=96, type=Constant]; -"97 onnx^^Conv_211" [id=97, type=Constant]; +"97 onnx^^Conv_211" [id=97, label="97 onnx::Conv_211", type=Constant]; "98 Reshape_138" [id=98, type=Constant]; -"99 onnx^^Conv_208" [id=99, type=Constant]; +"99 onnx^^Conv_208" [id=99, label="99 onnx::Conv_208", type=Constant]; "100 Reshape_202" [id=100, type=Constant]; -"101 onnx^^Conv_220" [id=101, type=Constant]; +"101 onnx^^Conv_220" [id=101, label="101 onnx::Conv_220", type=Constant]; "102 Reshape_186" [id=102, type=Constant]; -"103 onnx^^Conv_217" [id=103, type=Constant]; +"103 onnx^^Conv_217" [id=103, label="103 onnx::Conv_217", type=Constant]; "104 Reshape_235" [id=104, type=Constant]; -"105 onnx^^Conv_226" [id=105, type=Constant]; +"105 onnx^^Conv_226" [id=105, label="105 onnx::Conv_226", type=Constant]; "106 Reshape_219" [id=106, type=Constant]; -"107 onnx^^Conv_223" [id=107, type=Constant]; +"107 onnx^^Conv_223" [id=107, label="107 onnx::Conv_223", type=Constant]; "108 Reshape_283" [id=108, type=Constant]; -"109 onnx^^Conv_235" [id=109, type=Constant]; +"109 onnx^^Conv_235" [id=109, label="109 onnx::Conv_235", type=Constant]; "110 Reshape_267" [id=110, type=Constant]; -"111 onnx^^Conv_232" [id=111, type=Constant]; +"111 onnx^^Conv_232" [id=111, label="111 onnx::Conv_232", type=Constant]; "112 Reshape_316" [id=112, type=Constant]; -"113 onnx^^Conv_241" [id=113, type=Constant]; +"113 onnx^^Conv_241" [id=113, label="113 onnx::Conv_241", type=Constant]; "114 Reshape_300" [id=114, type=Constant]; -"115 onnx^^Conv_238" [id=115, type=Constant]; +"115 onnx^^Conv_238" [id=115, label="115 onnx::Conv_238", type=Constant]; "116 Reshape_364" [id=116, type=Constant]; -"117 onnx^^Conv_250" [id=117, type=Constant]; +"117 onnx^^Conv_250" [id=117, label="117 onnx::Conv_250", type=Constant]; "118 Reshape_348" [id=118, type=Constant]; -"119 onnx^^Conv_247" [id=119, type=Constant]; +"119 onnx^^Conv_247" [id=119, label="119 onnx::Conv_247", type=Constant]; "0 data" -> "1 Multiply_1715" [label="[1, 3, 224, 224]", style=solid]; "1 Multiply_1715" -> "2 Divide_401" [label="[1, 3, 224, 224]", style=solid]; "2 Divide_401" -> "3 /conv1/Conv/WithoutBiases" [label="[1, 3, 224, 224]", style=solid]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/mobilenet-v2-pytorch_performance.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/mobilenet-v2-pytorch_performance.dot index 7f33edff160..bff8b3058aa 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/mobilenet-v2-pytorch_performance.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/mobilenet-v2-pytorch_performance.dot @@ -243,7 +243,7 @@ strict digraph { "241 Constant_41642" [id=241, type=Constant]; "242 Constant_41641" [id=242, type=Constant]; "243 Constant_41640" [id=243, type=Constant]; -"244 onnx^^Conv_691" [id=244, type=Constant]; +"244 onnx^^Conv_691" [id=244, label="244 onnx::Conv_691", type=Constant]; "245 Constant_41638" [id=245, type=Constant]; "246 Constant_41637" [id=246, type=Constant]; "247 Constant_41636" [id=247, type=Constant]; @@ -254,7 +254,7 @@ strict digraph { "252 Constant_41632" [id=252, type=Constant]; "253 Constant_41631" [id=253, type=Constant]; "254 Constant_41630" [id=254, type=Constant]; -"255 onnx^^Conv_688" [id=255, type=Constant]; +"255 onnx^^Conv_688" [id=255, label="255 onnx::Conv_688", type=Constant]; "256 Constant_41628" [id=256, type=Constant]; "257 Constant_41627" [id=257, type=Constant]; "258 Constant_41626" [id=258, type=Constant]; @@ -276,7 +276,7 @@ strict digraph { "274 Constant_41612" [id=274, type=Constant]; "275 Constant_41611" [id=275, type=Constant]; "276 Constant_41610" [id=276, type=Constant]; -"277 onnx^^Conv_682" [id=277, type=Constant]; +"277 onnx^^Conv_682" [id=277, label="277 onnx::Conv_682", type=Constant]; "278 Constant_41608" [id=278, type=Constant]; "279 Constant_41607" [id=279, type=Constant]; "280 Constant_41606" [id=280, type=Constant]; @@ -291,7 +291,7 @@ strict digraph { "289 Constant_41597" [id=289, type=Constant]; "290 Constant_41596" [id=290, type=Constant]; "291 Constant_41595" [id=291, type=Constant]; -"292 onnx^^Conv_679" [id=292, type=Constant]; +"292 onnx^^Conv_679" [id=292, label="292 onnx::Conv_679", type=Constant]; "293 Constant_41593" [id=293, type=Constant]; "294 Constant_41592" [id=294, type=Constant]; "295 Constant_41591" [id=295, type=Constant]; @@ -313,7 +313,7 @@ strict digraph { "311 Constant_41577" [id=311, type=Constant]; "312 Constant_41576" [id=312, type=Constant]; "313 Constant_41575" [id=313, type=Constant]; -"314 onnx^^Conv_673" [id=314, type=Constant]; +"314 onnx^^Conv_673" [id=314, label="314 onnx::Conv_673", type=Constant]; "315 Constant_41573" [id=315, type=Constant]; "316 Constant_41572" [id=316, type=Constant]; "317 Constant_41571" [id=317, type=Constant]; @@ -328,7 +328,7 @@ strict digraph { "326 Constant_41562" [id=326, type=Constant]; "327 Constant_41561" [id=327, type=Constant]; "328 Constant_41560" [id=328, type=Constant]; -"329 onnx^^Conv_670" [id=329, type=Constant]; +"329 onnx^^Conv_670" [id=329, label="329 onnx::Conv_670", type=Constant]; "330 Constant_41558" [id=330, type=Constant]; "331 Constant_41557" [id=331, type=Constant]; "332 Constant_41556" [id=332, type=Constant]; @@ -350,7 +350,7 @@ strict digraph { "348 Constant_41542" [id=348, type=Constant]; "349 Constant_41541" [id=349, type=Constant]; "350 Constant_41540" [id=350, type=Constant]; -"351 onnx^^Conv_664" [id=351, type=Constant]; +"351 onnx^^Conv_664" [id=351, label="351 onnx::Conv_664", type=Constant]; "352 Constant_41538" [id=352, type=Constant]; "353 Constant_41537" [id=353, type=Constant]; "354 Constant_41536" [id=354, type=Constant]; @@ -361,7 +361,7 @@ strict digraph { "359 Constant_41532" [id=359, type=Constant]; "360 Constant_41531" [id=360, type=Constant]; "361 Constant_41530" [id=361, type=Constant]; -"362 onnx^^Conv_661" [id=362, type=Constant]; +"362 onnx^^Conv_661" [id=362, label="362 onnx::Conv_661", type=Constant]; "363 Constant_41528" [id=363, type=Constant]; "364 Constant_41527" [id=364, type=Constant]; "365 Constant_41526" [id=365, type=Constant]; @@ -383,7 +383,7 @@ strict digraph { "381 Constant_41512" [id=381, type=Constant]; "382 Constant_41511" [id=382, type=Constant]; "383 Constant_41510" [id=383, type=Constant]; -"384 onnx^^Conv_655" [id=384, type=Constant]; +"384 onnx^^Conv_655" [id=384, label="384 onnx::Conv_655", type=Constant]; "385 Constant_41508" [id=385, type=Constant]; "386 Constant_41507" [id=386, type=Constant]; "387 Constant_41506" [id=387, type=Constant]; @@ -398,7 +398,7 @@ strict digraph { "396 Constant_41497" [id=396, type=Constant]; "397 Constant_41496" [id=397, type=Constant]; "398 Constant_41495" [id=398, type=Constant]; -"399 onnx^^Conv_652" [id=399, type=Constant]; +"399 onnx^^Conv_652" [id=399, label="399 onnx::Conv_652", type=Constant]; "400 Constant_41493" [id=400, type=Constant]; "401 Constant_41492" [id=401, type=Constant]; "402 Constant_41491" [id=402, type=Constant]; @@ -420,7 +420,7 @@ strict digraph { "418 Constant_41477" [id=418, type=Constant]; "419 Constant_41476" [id=419, type=Constant]; "420 Constant_41475" [id=420, type=Constant]; -"421 onnx^^Conv_646" [id=421, type=Constant]; +"421 onnx^^Conv_646" [id=421, label="421 onnx::Conv_646", type=Constant]; "422 Constant_41473" [id=422, type=Constant]; "423 Constant_41472" [id=423, type=Constant]; "424 Constant_41471" [id=424, type=Constant]; @@ -435,7 +435,7 @@ strict digraph { "433 Constant_41462" [id=433, type=Constant]; "434 Constant_41461" [id=434, type=Constant]; "435 Constant_41460" [id=435, type=Constant]; -"436 onnx^^Conv_643" [id=436, type=Constant]; +"436 onnx^^Conv_643" [id=436, label="436 onnx::Conv_643", type=Constant]; "437 Constant_41458" [id=437, type=Constant]; "438 Constant_41457" [id=438, type=Constant]; "439 Constant_41456" [id=439, type=Constant]; @@ -457,7 +457,7 @@ strict digraph { "455 Constant_41442" [id=455, type=Constant]; "456 Constant_41441" [id=456, type=Constant]; "457 Constant_41440" [id=457, type=Constant]; -"458 onnx^^Conv_637" [id=458, type=Constant]; +"458 onnx^^Conv_637" [id=458, label="458 onnx::Conv_637", type=Constant]; "459 Constant_41438" [id=459, type=Constant]; "460 Constant_41437" [id=460, type=Constant]; "461 Constant_41436" [id=461, type=Constant]; @@ -468,7 +468,7 @@ strict digraph { "466 Constant_41432" [id=466, type=Constant]; "467 Constant_41431" [id=467, type=Constant]; "468 Constant_41430" [id=468, type=Constant]; -"469 onnx^^Conv_634" [id=469, type=Constant]; +"469 onnx^^Conv_634" [id=469, label="469 onnx::Conv_634", type=Constant]; "470 Constant_41428" [id=470, type=Constant]; "471 Constant_41427" [id=471, type=Constant]; "472 Constant_41426" [id=472, type=Constant]; @@ -490,7 +490,7 @@ strict digraph { "488 Constant_41412" [id=488, type=Constant]; "489 Constant_41411" [id=489, type=Constant]; "490 Constant_41410" [id=490, type=Constant]; -"491 onnx^^Conv_628" [id=491, type=Constant]; +"491 onnx^^Conv_628" [id=491, label="491 onnx::Conv_628", type=Constant]; "492 Constant_41408" [id=492, type=Constant]; "493 Constant_41407" [id=493, type=Constant]; "494 Constant_41406" [id=494, type=Constant]; @@ -505,7 +505,7 @@ strict digraph { "503 Constant_41397" [id=503, type=Constant]; "504 Constant_41396" [id=504, type=Constant]; "505 Constant_41395" [id=505, type=Constant]; -"506 onnx^^Conv_625" [id=506, type=Constant]; +"506 onnx^^Conv_625" [id=506, label="506 onnx::Conv_625", type=Constant]; "507 Constant_41393" [id=507, type=Constant]; "508 Constant_41392" [id=508, type=Constant]; "509 Constant_41391" [id=509, type=Constant]; @@ -527,7 +527,7 @@ strict digraph { "525 Constant_41377" [id=525, type=Constant]; "526 Constant_41376" [id=526, type=Constant]; "527 Constant_41375" [id=527, type=Constant]; -"528 onnx^^Conv_619" [id=528, type=Constant]; +"528 onnx^^Conv_619" [id=528, label="528 onnx::Conv_619", type=Constant]; "529 Constant_41373" [id=529, type=Constant]; "530 Constant_41372" [id=530, type=Constant]; "531 Constant_41371" [id=531, type=Constant]; @@ -542,7 +542,7 @@ strict digraph { "540 Constant_41362" [id=540, type=Constant]; "541 Constant_41361" [id=541, type=Constant]; "542 Constant_41360" [id=542, type=Constant]; -"543 onnx^^Conv_616" [id=543, type=Constant]; +"543 onnx^^Conv_616" [id=543, label="543 onnx::Conv_616", type=Constant]; "544 Constant_41358" [id=544, type=Constant]; "545 Constant_41357" [id=545, type=Constant]; "546 Constant_41356" [id=546, type=Constant]; @@ -564,7 +564,7 @@ strict digraph { "562 Constant_41342" [id=562, type=Constant]; "563 Constant_41341" [id=563, type=Constant]; "564 Constant_41340" [id=564, type=Constant]; -"565 onnx^^Conv_610" [id=565, type=Constant]; +"565 onnx^^Conv_610" [id=565, label="565 onnx::Conv_610", type=Constant]; "566 Constant_41338" [id=566, type=Constant]; "567 Constant_41337" [id=567, type=Constant]; "568 Constant_41336" [id=568, type=Constant]; @@ -579,7 +579,7 @@ strict digraph { "577 Constant_41327" [id=577, type=Constant]; "578 Constant_41326" [id=578, type=Constant]; "579 Constant_41325" [id=579, type=Constant]; -"580 onnx^^Conv_607" [id=580, type=Constant]; +"580 onnx^^Conv_607" [id=580, label="580 onnx::Conv_607", type=Constant]; "581 Constant_41323" [id=581, type=Constant]; "582 Constant_41322" [id=582, type=Constant]; "583 Constant_41321" [id=583, type=Constant]; @@ -601,7 +601,7 @@ strict digraph { "599 Constant_41307" [id=599, type=Constant]; "600 Constant_41306" [id=600, type=Constant]; "601 Constant_41305" [id=601, type=Constant]; -"602 onnx^^Conv_601" [id=602, type=Constant]; +"602 onnx^^Conv_601" [id=602, label="602 onnx::Conv_601", type=Constant]; "603 Constant_41303" [id=603, type=Constant]; "604 Constant_41302" [id=604, type=Constant]; "605 Constant_41301" [id=605, type=Constant]; @@ -612,7 +612,7 @@ strict digraph { "610 Constant_41297" [id=610, type=Constant]; "611 Constant_41296" [id=611, type=Constant]; "612 Constant_41295" [id=612, type=Constant]; -"613 onnx^^Conv_598" [id=613, type=Constant]; +"613 onnx^^Conv_598" [id=613, label="613 onnx::Conv_598", type=Constant]; "614 Constant_41293" [id=614, type=Constant]; "615 Constant_41292" [id=615, type=Constant]; "616 Constant_41291" [id=616, type=Constant]; @@ -634,7 +634,7 @@ strict digraph { "632 Constant_41277" [id=632, type=Constant]; "633 Constant_41276" [id=633, type=Constant]; "634 Constant_41275" [id=634, type=Constant]; -"635 onnx^^Conv_592" [id=635, type=Constant]; +"635 onnx^^Conv_592" [id=635, label="635 onnx::Conv_592", type=Constant]; "636 Constant_41273" [id=636, type=Constant]; "637 Constant_41272" [id=637, type=Constant]; "638 Constant_41271" [id=638, type=Constant]; @@ -649,7 +649,7 @@ strict digraph { "647 Constant_41262" [id=647, type=Constant]; "648 Constant_41261" [id=648, type=Constant]; "649 Constant_41260" [id=649, type=Constant]; -"650 onnx^^Conv_589" [id=650, type=Constant]; +"650 onnx^^Conv_589" [id=650, label="650 onnx::Conv_589", type=Constant]; "651 Constant_41258" [id=651, type=Constant]; "652 Constant_41257" [id=652, type=Constant]; "653 Constant_41256" [id=653, type=Constant]; @@ -671,7 +671,7 @@ strict digraph { "669 Constant_41242" [id=669, type=Constant]; "670 Constant_41241" [id=670, type=Constant]; "671 Constant_41240" [id=671, type=Constant]; -"672 onnx^^Conv_583" [id=672, type=Constant]; +"672 onnx^^Conv_583" [id=672, label="672 onnx::Conv_583", type=Constant]; "673 Constant_41238" [id=673, type=Constant]; "674 Constant_41237" [id=674, type=Constant]; "675 Constant_41236" [id=675, type=Constant]; @@ -686,7 +686,7 @@ strict digraph { "684 Constant_41227" [id=684, type=Constant]; "685 Constant_41226" [id=685, type=Constant]; "686 Constant_41225" [id=686, type=Constant]; -"687 onnx^^Conv_580" [id=687, type=Constant]; +"687 onnx^^Conv_580" [id=687, label="687 onnx::Conv_580", type=Constant]; "688 Constant_41223" [id=688, type=Constant]; "689 Constant_41222" [id=689, type=Constant]; "690 Constant_41221" [id=690, type=Constant]; @@ -708,7 +708,7 @@ strict digraph { "706 Constant_41207" [id=706, type=Constant]; "707 Constant_41206" [id=707, type=Constant]; "708 Constant_41205" [id=708, type=Constant]; -"709 onnx^^Conv_574" [id=709, type=Constant]; +"709 onnx^^Conv_574" [id=709, label="709 onnx::Conv_574", type=Constant]; "710 Constant_41203" [id=710, type=Constant]; "711 Constant_41202" [id=711, type=Constant]; "712 Constant_41201" [id=712, type=Constant]; @@ -719,7 +719,7 @@ strict digraph { "717 Constant_41197" [id=717, type=Constant]; "718 Constant_41196" [id=718, type=Constant]; "719 Constant_41195" [id=719, type=Constant]; -"720 onnx^^Conv_571" [id=720, type=Constant]; +"720 onnx^^Conv_571" [id=720, label="720 onnx::Conv_571", type=Constant]; "721 Constant_41193" [id=721, type=Constant]; "722 Constant_41192" [id=722, type=Constant]; "723 Constant_41191" [id=723, type=Constant]; @@ -741,7 +741,7 @@ strict digraph { "739 Constant_41177" [id=739, type=Constant]; "740 Constant_41176" [id=740, type=Constant]; "741 Constant_41175" [id=741, type=Constant]; -"742 onnx^^Conv_565" [id=742, type=Constant]; +"742 onnx^^Conv_565" [id=742, label="742 onnx::Conv_565", type=Constant]; "743 Constant_41173" [id=743, type=Constant]; "744 Constant_41172" [id=744, type=Constant]; "745 Constant_41171" [id=745, type=Constant]; @@ -756,7 +756,7 @@ strict digraph { "754 Constant_41162" [id=754, type=Constant]; "755 Constant_41161" [id=755, type=Constant]; "756 Constant_41160" [id=756, type=Constant]; -"757 onnx^^Conv_562" [id=757, type=Constant]; +"757 onnx^^Conv_562" [id=757, label="757 onnx::Conv_562", type=Constant]; "758 Constant_41158" [id=758, type=Constant]; "759 Constant_41157" [id=759, type=Constant]; "760 Constant_41156" [id=760, type=Constant]; @@ -778,7 +778,7 @@ strict digraph { "776 Constant_41142" [id=776, type=Constant]; "777 Constant_41141" [id=777, type=Constant]; "778 Constant_41140" [id=778, type=Constant]; -"779 onnx^^Conv_556" [id=779, type=Constant]; +"779 onnx^^Conv_556" [id=779, label="779 onnx::Conv_556", type=Constant]; "780 Constant_41138" [id=780, type=Constant]; "781 Constant_41137" [id=781, type=Constant]; "782 Constant_41136" [id=782, type=Constant]; @@ -789,7 +789,7 @@ strict digraph { "787 Constant_41132" [id=787, type=Constant]; "788 Constant_41131" [id=788, type=Constant]; "789 Constant_41130" [id=789, type=Constant]; -"790 onnx^^Conv_553" [id=790, type=Constant]; +"790 onnx^^Conv_553" [id=790, label="790 onnx::Conv_553", type=Constant]; "791 Constant_41128" [id=791, type=Constant]; "792 Constant_41127" [id=792, type=Constant]; "793 Constant_41126" [id=793, type=Constant]; @@ -811,7 +811,7 @@ strict digraph { "809 Constant_41112" [id=809, type=Constant]; "810 Constant_41111" [id=810, type=Constant]; "811 Constant_41110" [id=811, type=Constant]; -"812 onnx^^Conv_547" [id=812, type=Constant]; +"812 onnx^^Conv_547" [id=812, label="812 onnx::Conv_547", type=Constant]; "813 Constant_41108" [id=813, type=Constant]; "814 Constant_41107" [id=814, type=Constant]; "815 Constant_41106" [id=815, type=Constant]; @@ -822,7 +822,7 @@ strict digraph { "820 Constant_41102" [id=820, type=Constant]; "821 Constant_41101" [id=821, type=Constant]; "822 Constant_41100" [id=822, type=Constant]; -"823 onnx^^Conv_544" [id=823, type=Constant]; +"823 onnx^^Conv_544" [id=823, label="823 onnx::Conv_544", type=Constant]; "824 Constant_41098" [id=824, type=Constant]; "825 Constant_41097" [id=825, type=Constant]; "826 Constant_41096" [id=826, type=Constant]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-18-pytorch_performance.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-18-pytorch_performance.dot index f55800043ba..480119c4db2 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-18-pytorch_performance.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-18-pytorch_performance.dot @@ -134,7 +134,7 @@ strict digraph { "132 Constant_48575" [id=132, type=Constant]; "133 Constant_48574" [id=133, type=Constant]; "134 Constant_48573" [id=134, type=Constant]; -"135 onnx^^Conv_244" [id=135, type=Constant]; +"135 onnx^^Conv_244" [id=135, label="135 onnx::Conv_244", type=Constant]; "136 Constant_48571" [id=136, type=Constant]; "137 Constant_48570" [id=137, type=Constant]; "138 Constant_48569" [id=138, type=Constant]; @@ -153,7 +153,7 @@ strict digraph { "151 Constant_48515" [id=151, type=Constant]; "152 Constant_48514" [id=152, type=Constant]; "153 Constant_48513" [id=153, type=Constant]; -"154 onnx^^Conv_229" [id=154, type=Constant]; +"154 onnx^^Conv_229" [id=154, label="154 onnx::Conv_229", type=Constant]; "155 Constant_48511" [id=155, type=Constant]; "156 Constant_48510" [id=156, type=Constant]; "157 Constant_48509" [id=157, type=Constant]; @@ -172,7 +172,7 @@ strict digraph { "170 Constant_48455" [id=170, type=Constant]; "171 Constant_48454" [id=171, type=Constant]; "172 Constant_48453" [id=172, type=Constant]; -"173 onnx^^Conv_214" [id=173, type=Constant]; +"173 onnx^^Conv_214" [id=173, label="173 onnx::Conv_214", type=Constant]; "174 Constant_48451" [id=174, type=Constant]; "175 Constant_48450" [id=175, type=Constant]; "176 Constant_48449" [id=176, type=Constant]; @@ -208,7 +208,7 @@ strict digraph { "206 Constant_48415" [id=206, type=Constant]; "207 Constant_48414" [id=207, type=Constant]; "208 Constant_48413" [id=208, type=Constant]; -"209 onnx^^Conv_199" [id=209, type=Constant]; +"209 onnx^^Conv_199" [id=209, label="209 onnx::Conv_199", type=Constant]; "210 Constant_48411" [id=210, type=Constant]; "211 Constant_48410" [id=211, type=Constant]; "212 Constant_48409" [id=212, type=Constant]; @@ -219,7 +219,7 @@ strict digraph { "217 Constant_48405" [id=217, type=Constant]; "218 Constant_48404" [id=218, type=Constant]; "219 Constant_48403" [id=219, type=Constant]; -"220 onnx^^Conv_196" [id=220, type=Constant]; +"220 onnx^^Conv_196" [id=220, label="220 onnx::Conv_196", type=Constant]; "221 Constant_48446" [id=221, type=Constant]; "222 Constant_48445" [id=222, type=Constant]; "223 Constant_48444" [id=223, type=Constant]; @@ -230,7 +230,7 @@ strict digraph { "228 Constant_48440" [id=228, type=Constant]; "229 Constant_48439" [id=229, type=Constant]; "230 Constant_48438" [id=230, type=Constant]; -"231 onnx^^Conv_205" [id=231, type=Constant]; +"231 onnx^^Conv_205" [id=231, label="231 onnx::Conv_205", type=Constant]; "232 Constant_48436" [id=232, type=Constant]; "233 Constant_48435" [id=233, type=Constant]; "234 Constant_48434" [id=234, type=Constant]; @@ -241,7 +241,7 @@ strict digraph { "239 Constant_48430" [id=239, type=Constant]; "240 Constant_48429" [id=240, type=Constant]; "241 Constant_48428" [id=241, type=Constant]; -"242 onnx^^Conv_202" [id=242, type=Constant]; +"242 onnx^^Conv_202" [id=242, label="242 onnx::Conv_202", type=Constant]; "243 Constant_48481" [id=243, type=Constant]; "244 Constant_48480" [id=244, type=Constant]; "245 Constant_48479" [id=245, type=Constant]; @@ -252,7 +252,7 @@ strict digraph { "250 Constant_48475" [id=250, type=Constant]; "251 Constant_48474" [id=251, type=Constant]; "252 Constant_48473" [id=252, type=Constant]; -"253 onnx^^Conv_211" [id=253, type=Constant]; +"253 onnx^^Conv_211" [id=253, label="253 onnx::Conv_211", type=Constant]; "254 Constant_48471" [id=254, type=Constant]; "255 Constant_48470" [id=255, type=Constant]; "256 Constant_48469" [id=256, type=Constant]; @@ -263,7 +263,7 @@ strict digraph { "261 Constant_48465" [id=261, type=Constant]; "262 Constant_48464" [id=262, type=Constant]; "263 Constant_48463" [id=263, type=Constant]; -"264 onnx^^Conv_208" [id=264, type=Constant]; +"264 onnx^^Conv_208" [id=264, label="264 onnx::Conv_208", type=Constant]; "265 Constant_48506" [id=265, type=Constant]; "266 Constant_48505" [id=266, type=Constant]; "267 Constant_48504" [id=267, type=Constant]; @@ -274,7 +274,7 @@ strict digraph { "272 Constant_48500" [id=272, type=Constant]; "273 Constant_48499" [id=273, type=Constant]; "274 Constant_48498" [id=274, type=Constant]; -"275 onnx^^Conv_220" [id=275, type=Constant]; +"275 onnx^^Conv_220" [id=275, label="275 onnx::Conv_220", type=Constant]; "276 Constant_48496" [id=276, type=Constant]; "277 Constant_48495" [id=277, type=Constant]; "278 Constant_48494" [id=278, type=Constant]; @@ -285,7 +285,7 @@ strict digraph { "283 Constant_48490" [id=283, type=Constant]; "284 Constant_48489" [id=284, type=Constant]; "285 Constant_48488" [id=285, type=Constant]; -"286 onnx^^Conv_217" [id=286, type=Constant]; +"286 onnx^^Conv_217" [id=286, label="286 onnx::Conv_217", type=Constant]; "287 Constant_48541" [id=287, type=Constant]; "288 Constant_48540" [id=288, type=Constant]; "289 Constant_48539" [id=289, type=Constant]; @@ -296,7 +296,7 @@ strict digraph { "294 Constant_48535" [id=294, type=Constant]; "295 Constant_48534" [id=295, type=Constant]; "296 Constant_48533" [id=296, type=Constant]; -"297 onnx^^Conv_226" [id=297, type=Constant]; +"297 onnx^^Conv_226" [id=297, label="297 onnx::Conv_226", type=Constant]; "298 Constant_48531" [id=298, type=Constant]; "299 Constant_48530" [id=299, type=Constant]; "300 Constant_48529" [id=300, type=Constant]; @@ -307,7 +307,7 @@ strict digraph { "305 Constant_48525" [id=305, type=Constant]; "306 Constant_48524" [id=306, type=Constant]; "307 Constant_48523" [id=307, type=Constant]; -"308 onnx^^Conv_223" [id=308, type=Constant]; +"308 onnx^^Conv_223" [id=308, label="308 onnx::Conv_223", type=Constant]; "309 Constant_48566" [id=309, type=Constant]; "310 Constant_48565" [id=310, type=Constant]; "311 Constant_48564" [id=311, type=Constant]; @@ -318,7 +318,7 @@ strict digraph { "316 Constant_48560" [id=316, type=Constant]; "317 Constant_48559" [id=317, type=Constant]; "318 Constant_48558" [id=318, type=Constant]; -"319 onnx^^Conv_235" [id=319, type=Constant]; +"319 onnx^^Conv_235" [id=319, label="319 onnx::Conv_235", type=Constant]; "320 Constant_48556" [id=320, type=Constant]; "321 Constant_48555" [id=321, type=Constant]; "322 Constant_48554" [id=322, type=Constant]; @@ -329,7 +329,7 @@ strict digraph { "327 Constant_48550" [id=327, type=Constant]; "328 Constant_48549" [id=328, type=Constant]; "329 Constant_48548" [id=329, type=Constant]; -"330 onnx^^Conv_232" [id=330, type=Constant]; +"330 onnx^^Conv_232" [id=330, label="330 onnx::Conv_232", type=Constant]; "331 Constant_48601" [id=331, type=Constant]; "332 Constant_48600" [id=332, type=Constant]; "333 Constant_48599" [id=333, type=Constant]; @@ -340,7 +340,7 @@ strict digraph { "338 Constant_48595" [id=338, type=Constant]; "339 Constant_48594" [id=339, type=Constant]; "340 Constant_48593" [id=340, type=Constant]; -"341 onnx^^Conv_241" [id=341, type=Constant]; +"341 onnx^^Conv_241" [id=341, label="341 onnx::Conv_241", type=Constant]; "342 Constant_48591" [id=342, type=Constant]; "343 Constant_48590" [id=343, type=Constant]; "344 Constant_48589" [id=344, type=Constant]; @@ -351,7 +351,7 @@ strict digraph { "349 Constant_48585" [id=349, type=Constant]; "350 Constant_48584" [id=350, type=Constant]; "351 Constant_48583" [id=351, type=Constant]; -"352 onnx^^Conv_238" [id=352, type=Constant]; +"352 onnx^^Conv_238" [id=352, label="352 onnx::Conv_238", type=Constant]; "353 Constant_48626" [id=353, type=Constant]; "354 Constant_48625" [id=354, type=Constant]; "355 Constant_48624" [id=355, type=Constant]; @@ -362,7 +362,7 @@ strict digraph { "360 Constant_48620" [id=360, type=Constant]; "361 Constant_48619" [id=361, type=Constant]; "362 Constant_48618" [id=362, type=Constant]; -"363 onnx^^Conv_250" [id=363, type=Constant]; +"363 onnx^^Conv_250" [id=363, label="363 onnx::Conv_250", type=Constant]; "364 Constant_48616" [id=364, type=Constant]; "365 Constant_48615" [id=365, type=Constant]; "366 Constant_48614" [id=366, type=Constant]; @@ -373,7 +373,7 @@ strict digraph { "371 Constant_48610" [id=371, type=Constant]; "372 Constant_48609" [id=372, type=Constant]; "373 Constant_48608" [id=373, type=Constant]; -"374 onnx^^Conv_247" [id=374, type=Constant]; +"374 onnx^^Conv_247" [id=374, label="374 onnx::Conv_247", type=Constant]; "0 data" -> "1 Multiply_1715" [label="[1, 3, 224, 224]", style=solid]; "1 Multiply_1715" -> "2 Divide_401" [label="[1, 3, 224, 224]", style=solid]; "2 Divide_401" -> "3 Divide_401/fq_output_0" [label="[1, 3, 224, 224]", style=solid]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-50-pytorch_performance_CPU_SPR.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-50-pytorch_performance_CPU_SPR.dot index 2003805cb8f..e318d57f89b 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-50-pytorch_performance_CPU_SPR.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/resnet-50-pytorch_performance_CPU_SPR.dot @@ -265,7 +265,7 @@ strict digraph { "263 Constant_62265" [id=263, type=Constant]; "264 Constant_62264" [id=264, type=Constant]; "265 Constant_62263" [id=265, type=Constant]; -"266 onnx^^Conv_635" [id=266, type=Constant]; +"266 onnx^^Conv_635" [id=266, label="266 onnx::Conv_635", type=Constant]; "267 Constant_62261" [id=267, type=Constant]; "268 Constant_62260" [id=268, type=Constant]; "269 Constant_62259" [id=269, type=Constant]; @@ -296,7 +296,7 @@ strict digraph { "294 Constant_62045" [id=294, type=Constant]; "295 Constant_62044" [id=295, type=Constant]; "296 Constant_62043" [id=296, type=Constant]; -"297 onnx^^Conv_578" [id=297, type=Constant]; +"297 onnx^^Conv_578" [id=297, label="297 onnx::Conv_578", type=Constant]; "298 Constant_62041" [id=298, type=Constant]; "299 Constant_62040" [id=299, type=Constant]; "300 Constant_62039" [id=300, type=Constant]; @@ -319,7 +319,7 @@ strict digraph { "317 Constant_61895" [id=317, type=Constant]; "318 Constant_61894" [id=318, type=Constant]; "319 Constant_61893" [id=319, type=Constant]; -"320 onnx^^Conv_539" [id=320, type=Constant]; +"320 onnx^^Conv_539" [id=320, label="320 onnx::Conv_539", type=Constant]; "321 Constant_61891" [id=321, type=Constant]; "322 Constant_61890" [id=322, type=Constant]; "323 Constant_61889" [id=323, type=Constant]; @@ -338,7 +338,7 @@ strict digraph { "336 Constant_61780" [id=336, type=Constant]; "337 Constant_61779" [id=337, type=Constant]; "338 Constant_61778" [id=338, type=Constant]; -"339 onnx^^Conv_509" [id=339, type=Constant]; +"339 onnx^^Conv_509" [id=339, label="339 onnx::Conv_509", type=Constant]; "340 Constant_61776" [id=340, type=Constant]; "341 Constant_61775" [id=341, type=Constant]; "342 Constant_61774" [id=342, type=Constant]; @@ -366,7 +366,7 @@ strict digraph { "364 Constant_61810" [id=364, type=Constant]; "365 Constant_61809" [id=365, type=Constant]; "366 Constant_61808" [id=366, type=Constant]; -"367 onnx^^Conv_506" [id=367, type=Constant]; +"367 onnx^^Conv_506" [id=367, label="367 onnx::Conv_506", type=Constant]; "368 Constant_61806" [id=368, type=Constant]; "369 Constant_61805" [id=369, type=Constant]; "370 Constant_61804" [id=370, type=Constant]; @@ -377,7 +377,7 @@ strict digraph { "375 Constant_61800" [id=375, type=Constant]; "376 Constant_61799" [id=376, type=Constant]; "377 Constant_61798" [id=377, type=Constant]; -"378 onnx^^Conv_503" [id=378, type=Constant]; +"378 onnx^^Conv_503" [id=378, label="378 onnx::Conv_503", type=Constant]; "379 Constant_61796" [id=379, type=Constant]; "380 Constant_61795" [id=380, type=Constant]; "381 Constant_61794" [id=381, type=Constant]; @@ -388,14 +388,14 @@ strict digraph { "386 Constant_61790" [id=386, type=Constant]; "387 Constant_61789" [id=387, type=Constant]; "388 Constant_61788" [id=388, type=Constant]; -"389 onnx^^Conv_500" [id=389, type=Constant]; +"389 onnx^^Conv_500" [id=389, label="389 onnx::Conv_500", type=Constant]; "390 Reshape_234" [id=390, type=Constant]; "391 /layer1/layer1.1/conv3/Conv/WithoutBiases/fq_weights_1" [id=391, type=FakeQuantize]; "392 Constant_61846" [id=392, type=Constant]; "393 Constant_61845" [id=393, type=Constant]; "394 Constant_61844" [id=394, type=Constant]; "395 Constant_61843" [id=395, type=Constant]; -"396 onnx^^Conv_518" [id=396, type=Constant]; +"396 onnx^^Conv_518" [id=396, label="396 onnx::Conv_518", type=Constant]; "397 Constant_61841" [id=397, type=Constant]; "398 Constant_61840" [id=398, type=Constant]; "399 Constant_61839" [id=399, type=Constant]; @@ -406,7 +406,7 @@ strict digraph { "404 Constant_61835" [id=404, type=Constant]; "405 Constant_61834" [id=405, type=Constant]; "406 Constant_61833" [id=406, type=Constant]; -"407 onnx^^Conv_515" [id=407, type=Constant]; +"407 onnx^^Conv_515" [id=407, label="407 onnx::Conv_515", type=Constant]; "408 Constant_61831" [id=408, type=Constant]; "409 Constant_61830" [id=409, type=Constant]; "410 Constant_61829" [id=410, type=Constant]; @@ -417,14 +417,14 @@ strict digraph { "415 Constant_61825" [id=415, type=Constant]; "416 Constant_61824" [id=416, type=Constant]; "417 Constant_61823" [id=417, type=Constant]; -"418 onnx^^Conv_512" [id=418, type=Constant]; +"418 onnx^^Conv_512" [id=418, label="418 onnx::Conv_512", type=Constant]; "419 Reshape_283" [id=419, type=Constant]; "420 /layer1/layer1.2/conv3/Conv/WithoutBiases/fq_weights_1" [id=420, type=FakeQuantize]; "421 Constant_61881" [id=421, type=Constant]; "422 Constant_61880" [id=422, type=Constant]; "423 Constant_61879" [id=423, type=Constant]; "424 Constant_61878" [id=424, type=Constant]; -"425 onnx^^Conv_527" [id=425, type=Constant]; +"425 onnx^^Conv_527" [id=425, label="425 onnx::Conv_527", type=Constant]; "426 Constant_61876" [id=426, type=Constant]; "427 Constant_61875" [id=427, type=Constant]; "428 Constant_61874" [id=428, type=Constant]; @@ -435,7 +435,7 @@ strict digraph { "433 Constant_61870" [id=433, type=Constant]; "434 Constant_61869" [id=434, type=Constant]; "435 Constant_61868" [id=435, type=Constant]; -"436 onnx^^Conv_524" [id=436, type=Constant]; +"436 onnx^^Conv_524" [id=436, label="436 onnx::Conv_524", type=Constant]; "437 Constant_61866" [id=437, type=Constant]; "438 Constant_61865" [id=438, type=Constant]; "439 Constant_61864" [id=439, type=Constant]; @@ -446,7 +446,7 @@ strict digraph { "444 Constant_61860" [id=444, type=Constant]; "445 Constant_61859" [id=445, type=Constant]; "446 Constant_61858" [id=446, type=Constant]; -"447 onnx^^Conv_521" [id=447, type=Constant]; +"447 onnx^^Conv_521" [id=447, label="447 onnx::Conv_521", type=Constant]; "448 Constant_61931" [id=448, type=Constant]; "449 Constant_61930" [id=449, type=Constant]; "450 Constant_61929" [id=450, type=Constant]; @@ -457,7 +457,7 @@ strict digraph { "455 Constant_61925" [id=455, type=Constant]; "456 Constant_61924" [id=456, type=Constant]; "457 Constant_61923" [id=457, type=Constant]; -"458 onnx^^Conv_536" [id=458, type=Constant]; +"458 onnx^^Conv_536" [id=458, label="458 onnx::Conv_536", type=Constant]; "459 Constant_61921" [id=459, type=Constant]; "460 Constant_61920" [id=460, type=Constant]; "461 Constant_61919" [id=461, type=Constant]; @@ -468,7 +468,7 @@ strict digraph { "466 Constant_61915" [id=466, type=Constant]; "467 Constant_61914" [id=467, type=Constant]; "468 Constant_61913" [id=468, type=Constant]; -"469 onnx^^Conv_533" [id=469, type=Constant]; +"469 onnx^^Conv_533" [id=469, label="469 onnx::Conv_533", type=Constant]; "470 Constant_61911" [id=470, type=Constant]; "471 Constant_61910" [id=471, type=Constant]; "472 Constant_61909" [id=472, type=Constant]; @@ -479,14 +479,14 @@ strict digraph { "477 Constant_61905" [id=477, type=Constant]; "478 Constant_61904" [id=478, type=Constant]; "479 Constant_61903" [id=479, type=Constant]; -"480 onnx^^Conv_530" [id=480, type=Constant]; +"480 onnx^^Conv_530" [id=480, label="480 onnx::Conv_530", type=Constant]; "481 Reshape_396" [id=481, type=Constant]; "482 /layer2/layer2.1/conv3/Conv/WithoutBiases/fq_weights_1" [id=482, type=FakeQuantize]; "483 Constant_61961" [id=483, type=Constant]; "484 Constant_61960" [id=484, type=Constant]; "485 Constant_61959" [id=485, type=Constant]; "486 Constant_61958" [id=486, type=Constant]; -"487 onnx^^Conv_548" [id=487, type=Constant]; +"487 onnx^^Conv_548" [id=487, label="487 onnx::Conv_548", type=Constant]; "488 Constant_61956" [id=488, type=Constant]; "489 Constant_61955" [id=489, type=Constant]; "490 Constant_61954" [id=490, type=Constant]; @@ -497,7 +497,7 @@ strict digraph { "495 Constant_61950" [id=495, type=Constant]; "496 Constant_61949" [id=496, type=Constant]; "497 Constant_61948" [id=497, type=Constant]; -"498 onnx^^Conv_545" [id=498, type=Constant]; +"498 onnx^^Conv_545" [id=498, label="498 onnx::Conv_545", type=Constant]; "499 Constant_61946" [id=499, type=Constant]; "500 Constant_61945" [id=500, type=Constant]; "501 Constant_61944" [id=501, type=Constant]; @@ -508,14 +508,14 @@ strict digraph { "506 Constant_61940" [id=506, type=Constant]; "507 Constant_61939" [id=507, type=Constant]; "508 Constant_61938" [id=508, type=Constant]; -"509 onnx^^Conv_542" [id=509, type=Constant]; +"509 onnx^^Conv_542" [id=509, label="509 onnx::Conv_542", type=Constant]; "510 Reshape_445" [id=510, type=Constant]; "511 /layer2/layer2.2/conv3/Conv/WithoutBiases/fq_weights_1" [id=511, type=FakeQuantize]; "512 Constant_61996" [id=512, type=Constant]; "513 Constant_61995" [id=513, type=Constant]; "514 Constant_61994" [id=514, type=Constant]; "515 Constant_61993" [id=515, type=Constant]; -"516 onnx^^Conv_557" [id=516, type=Constant]; +"516 onnx^^Conv_557" [id=516, label="516 onnx::Conv_557", type=Constant]; "517 Constant_61991" [id=517, type=Constant]; "518 Constant_61990" [id=518, type=Constant]; "519 Constant_61989" [id=519, type=Constant]; @@ -526,7 +526,7 @@ strict digraph { "524 Constant_61985" [id=524, type=Constant]; "525 Constant_61984" [id=525, type=Constant]; "526 Constant_61983" [id=526, type=Constant]; -"527 onnx^^Conv_554" [id=527, type=Constant]; +"527 onnx^^Conv_554" [id=527, label="527 onnx::Conv_554", type=Constant]; "528 Constant_61981" [id=528, type=Constant]; "529 Constant_61980" [id=529, type=Constant]; "530 Constant_61979" [id=530, type=Constant]; @@ -537,14 +537,14 @@ strict digraph { "535 Constant_61975" [id=535, type=Constant]; "536 Constant_61974" [id=536, type=Constant]; "537 Constant_61973" [id=537, type=Constant]; -"538 onnx^^Conv_551" [id=538, type=Constant]; +"538 onnx^^Conv_551" [id=538, label="538 onnx::Conv_551", type=Constant]; "539 Reshape_494" [id=539, type=Constant]; "540 /layer2/layer2.3/conv3/Conv/WithoutBiases/fq_weights_1" [id=540, type=FakeQuantize]; "541 Constant_62031" [id=541, type=Constant]; "542 Constant_62030" [id=542, type=Constant]; "543 Constant_62029" [id=543, type=Constant]; "544 Constant_62028" [id=544, type=Constant]; -"545 onnx^^Conv_566" [id=545, type=Constant]; +"545 onnx^^Conv_566" [id=545, label="545 onnx::Conv_566", type=Constant]; "546 Constant_62026" [id=546, type=Constant]; "547 Constant_62025" [id=547, type=Constant]; "548 Constant_62024" [id=548, type=Constant]; @@ -555,7 +555,7 @@ strict digraph { "553 Constant_62020" [id=553, type=Constant]; "554 Constant_62019" [id=554, type=Constant]; "555 Constant_62018" [id=555, type=Constant]; -"556 onnx^^Conv_563" [id=556, type=Constant]; +"556 onnx^^Conv_563" [id=556, label="556 onnx::Conv_563", type=Constant]; "557 Constant_62016" [id=557, type=Constant]; "558 Constant_62015" [id=558, type=Constant]; "559 Constant_62014" [id=559, type=Constant]; @@ -566,7 +566,7 @@ strict digraph { "564 Constant_62010" [id=564, type=Constant]; "565 Constant_62009" [id=565, type=Constant]; "566 Constant_62008" [id=566, type=Constant]; -"567 onnx^^Conv_560" [id=567, type=Constant]; +"567 onnx^^Conv_560" [id=567, label="567 onnx::Conv_560", type=Constant]; "568 Constant_62081" [id=568, type=Constant]; "569 Constant_62080" [id=569, type=Constant]; "570 Constant_62079" [id=570, type=Constant]; @@ -577,7 +577,7 @@ strict digraph { "575 Constant_62075" [id=575, type=Constant]; "576 Constant_62074" [id=576, type=Constant]; "577 Constant_62073" [id=577, type=Constant]; -"578 onnx^^Conv_575" [id=578, type=Constant]; +"578 onnx^^Conv_575" [id=578, label="578 onnx::Conv_575", type=Constant]; "579 Constant_62071" [id=579, type=Constant]; "580 Constant_62070" [id=580, type=Constant]; "581 Constant_62069" [id=581, type=Constant]; @@ -588,7 +588,7 @@ strict digraph { "586 Constant_62065" [id=586, type=Constant]; "587 Constant_62064" [id=587, type=Constant]; "588 Constant_62063" [id=588, type=Constant]; -"589 onnx^^Conv_572" [id=589, type=Constant]; +"589 onnx^^Conv_572" [id=589, label="589 onnx::Conv_572", type=Constant]; "590 Constant_62061" [id=590, type=Constant]; "591 Constant_62060" [id=591, type=Constant]; "592 Constant_62059" [id=592, type=Constant]; @@ -599,14 +599,14 @@ strict digraph { "597 Constant_62055" [id=597, type=Constant]; "598 Constant_62054" [id=598, type=Constant]; "599 Constant_62053" [id=599, type=Constant]; -"600 onnx^^Conv_569" [id=600, type=Constant]; +"600 onnx^^Conv_569" [id=600, label="600 onnx::Conv_569", type=Constant]; "601 Reshape_607" [id=601, type=Constant]; "602 /layer3/layer3.1/conv3/Conv/WithoutBiases/fq_weights_1" [id=602, type=FakeQuantize]; "603 Constant_62111" [id=603, type=Constant]; "604 Constant_62110" [id=604, type=Constant]; "605 Constant_62109" [id=605, type=Constant]; "606 Constant_62108" [id=606, type=Constant]; -"607 onnx^^Conv_587" [id=607, type=Constant]; +"607 onnx^^Conv_587" [id=607, label="607 onnx::Conv_587", type=Constant]; "608 Constant_62106" [id=608, type=Constant]; "609 Constant_62105" [id=609, type=Constant]; "610 Constant_62104" [id=610, type=Constant]; @@ -617,7 +617,7 @@ strict digraph { "615 Constant_62100" [id=615, type=Constant]; "616 Constant_62099" [id=616, type=Constant]; "617 Constant_62098" [id=617, type=Constant]; -"618 onnx^^Conv_584" [id=618, type=Constant]; +"618 onnx^^Conv_584" [id=618, label="618 onnx::Conv_584", type=Constant]; "619 Constant_62096" [id=619, type=Constant]; "620 Constant_62095" [id=620, type=Constant]; "621 Constant_62094" [id=621, type=Constant]; @@ -628,14 +628,14 @@ strict digraph { "626 Constant_62090" [id=626, type=Constant]; "627 Constant_62089" [id=627, type=Constant]; "628 Constant_62088" [id=628, type=Constant]; -"629 onnx^^Conv_581" [id=629, type=Constant]; +"629 onnx^^Conv_581" [id=629, label="629 onnx::Conv_581", type=Constant]; "630 Reshape_656" [id=630, type=Constant]; "631 /layer3/layer3.2/conv3/Conv/WithoutBiases/fq_weights_1" [id=631, type=FakeQuantize]; "632 Constant_62146" [id=632, type=Constant]; "633 Constant_62145" [id=633, type=Constant]; "634 Constant_62144" [id=634, type=Constant]; "635 Constant_62143" [id=635, type=Constant]; -"636 onnx^^Conv_596" [id=636, type=Constant]; +"636 onnx^^Conv_596" [id=636, label="636 onnx::Conv_596", type=Constant]; "637 Constant_62141" [id=637, type=Constant]; "638 Constant_62140" [id=638, type=Constant]; "639 Constant_62139" [id=639, type=Constant]; @@ -646,7 +646,7 @@ strict digraph { "644 Constant_62135" [id=644, type=Constant]; "645 Constant_62134" [id=645, type=Constant]; "646 Constant_62133" [id=646, type=Constant]; -"647 onnx^^Conv_593" [id=647, type=Constant]; +"647 onnx^^Conv_593" [id=647, label="647 onnx::Conv_593", type=Constant]; "648 Constant_62131" [id=648, type=Constant]; "649 Constant_62130" [id=649, type=Constant]; "650 Constant_62129" [id=650, type=Constant]; @@ -657,14 +657,14 @@ strict digraph { "655 Constant_62125" [id=655, type=Constant]; "656 Constant_62124" [id=656, type=Constant]; "657 Constant_62123" [id=657, type=Constant]; -"658 onnx^^Conv_590" [id=658, type=Constant]; +"658 onnx^^Conv_590" [id=658, label="658 onnx::Conv_590", type=Constant]; "659 Reshape_705" [id=659, type=Constant]; "660 /layer3/layer3.3/conv3/Conv/WithoutBiases/fq_weights_1" [id=660, type=FakeQuantize]; "661 Constant_62181" [id=661, type=Constant]; "662 Constant_62180" [id=662, type=Constant]; "663 Constant_62179" [id=663, type=Constant]; "664 Constant_62178" [id=664, type=Constant]; -"665 onnx^^Conv_605" [id=665, type=Constant]; +"665 onnx^^Conv_605" [id=665, label="665 onnx::Conv_605", type=Constant]; "666 Constant_62176" [id=666, type=Constant]; "667 Constant_62175" [id=667, type=Constant]; "668 Constant_62174" [id=668, type=Constant]; @@ -675,7 +675,7 @@ strict digraph { "673 Constant_62170" [id=673, type=Constant]; "674 Constant_62169" [id=674, type=Constant]; "675 Constant_62168" [id=675, type=Constant]; -"676 onnx^^Conv_602" [id=676, type=Constant]; +"676 onnx^^Conv_602" [id=676, label="676 onnx::Conv_602", type=Constant]; "677 Constant_62166" [id=677, type=Constant]; "678 Constant_62165" [id=678, type=Constant]; "679 Constant_62164" [id=679, type=Constant]; @@ -686,14 +686,14 @@ strict digraph { "684 Constant_62160" [id=684, type=Constant]; "685 Constant_62159" [id=685, type=Constant]; "686 Constant_62158" [id=686, type=Constant]; -"687 onnx^^Conv_599" [id=687, type=Constant]; +"687 onnx^^Conv_599" [id=687, label="687 onnx::Conv_599", type=Constant]; "688 Reshape_754" [id=688, type=Constant]; "689 /layer3/layer3.4/conv3/Conv/WithoutBiases/fq_weights_1" [id=689, type=FakeQuantize]; "690 Constant_62216" [id=690, type=Constant]; "691 Constant_62215" [id=691, type=Constant]; "692 Constant_62214" [id=692, type=Constant]; "693 Constant_62213" [id=693, type=Constant]; -"694 onnx^^Conv_614" [id=694, type=Constant]; +"694 onnx^^Conv_614" [id=694, label="694 onnx::Conv_614", type=Constant]; "695 Constant_62211" [id=695, type=Constant]; "696 Constant_62210" [id=696, type=Constant]; "697 Constant_62209" [id=697, type=Constant]; @@ -704,7 +704,7 @@ strict digraph { "702 Constant_62205" [id=702, type=Constant]; "703 Constant_62204" [id=703, type=Constant]; "704 Constant_62203" [id=704, type=Constant]; -"705 onnx^^Conv_611" [id=705, type=Constant]; +"705 onnx^^Conv_611" [id=705, label="705 onnx::Conv_611", type=Constant]; "706 Constant_62201" [id=706, type=Constant]; "707 Constant_62200" [id=707, type=Constant]; "708 Constant_62199" [id=708, type=Constant]; @@ -715,14 +715,14 @@ strict digraph { "713 Constant_62195" [id=713, type=Constant]; "714 Constant_62194" [id=714, type=Constant]; "715 Constant_62193" [id=715, type=Constant]; -"716 onnx^^Conv_608" [id=716, type=Constant]; +"716 onnx^^Conv_608" [id=716, label="716 onnx::Conv_608", type=Constant]; "717 Reshape_803" [id=717, type=Constant]; "718 /layer3/layer3.5/conv3/Conv/WithoutBiases/fq_weights_1" [id=718, type=FakeQuantize]; "719 Constant_62251" [id=719, type=Constant]; "720 Constant_62250" [id=720, type=Constant]; "721 Constant_62249" [id=721, type=Constant]; "722 Constant_62248" [id=722, type=Constant]; -"723 onnx^^Conv_623" [id=723, type=Constant]; +"723 onnx^^Conv_623" [id=723, label="723 onnx::Conv_623", type=Constant]; "724 Constant_62246" [id=724, type=Constant]; "725 Constant_62245" [id=725, type=Constant]; "726 Constant_62244" [id=726, type=Constant]; @@ -733,7 +733,7 @@ strict digraph { "731 Constant_62240" [id=731, type=Constant]; "732 Constant_62239" [id=732, type=Constant]; "733 Constant_62238" [id=733, type=Constant]; -"734 onnx^^Conv_620" [id=734, type=Constant]; +"734 onnx^^Conv_620" [id=734, label="734 onnx::Conv_620", type=Constant]; "735 Constant_62236" [id=735, type=Constant]; "736 Constant_62235" [id=736, type=Constant]; "737 Constant_62234" [id=737, type=Constant]; @@ -744,7 +744,7 @@ strict digraph { "742 Constant_62230" [id=742, type=Constant]; "743 Constant_62229" [id=743, type=Constant]; "744 Constant_62228" [id=744, type=Constant]; -"745 onnx^^Conv_617" [id=745, type=Constant]; +"745 onnx^^Conv_617" [id=745, label="745 onnx::Conv_617", type=Constant]; "746 Constant_62301" [id=746, type=Constant]; "747 Constant_62300" [id=747, type=Constant]; "748 Constant_62299" [id=748, type=Constant]; @@ -755,7 +755,7 @@ strict digraph { "753 Constant_62295" [id=753, type=Constant]; "754 Constant_62294" [id=754, type=Constant]; "755 Constant_62293" [id=755, type=Constant]; -"756 onnx^^Conv_632" [id=756, type=Constant]; +"756 onnx^^Conv_632" [id=756, label="756 onnx::Conv_632", type=Constant]; "757 Constant_62291" [id=757, type=Constant]; "758 Constant_62290" [id=758, type=Constant]; "759 Constant_62289" [id=759, type=Constant]; @@ -766,7 +766,7 @@ strict digraph { "764 Constant_62285" [id=764, type=Constant]; "765 Constant_62284" [id=765, type=Constant]; "766 Constant_62283" [id=766, type=Constant]; -"767 onnx^^Conv_629" [id=767, type=Constant]; +"767 onnx^^Conv_629" [id=767, label="767 onnx::Conv_629", type=Constant]; "768 Constant_62281" [id=768, type=Constant]; "769 Constant_62280" [id=769, type=Constant]; "770 Constant_62279" [id=770, type=Constant]; @@ -777,14 +777,14 @@ strict digraph { "775 Constant_62275" [id=775, type=Constant]; "776 Constant_62274" [id=776, type=Constant]; "777 Constant_62273" [id=777, type=Constant]; -"778 onnx^^Conv_626" [id=778, type=Constant]; +"778 onnx^^Conv_626" [id=778, label="778 onnx::Conv_626", type=Constant]; "779 Reshape_916" [id=779, type=Constant]; "780 /layer4/layer4.1/conv3/Conv/WithoutBiases/fq_weights_1" [id=780, type=FakeQuantize]; "781 Constant_62331" [id=781, type=Constant]; "782 Constant_62330" [id=782, type=Constant]; "783 Constant_62329" [id=783, type=Constant]; "784 Constant_62328" [id=784, type=Constant]; -"785 onnx^^Conv_644" [id=785, type=Constant]; +"785 onnx^^Conv_644" [id=785, label="785 onnx::Conv_644", type=Constant]; "786 Constant_62326" [id=786, type=Constant]; "787 Constant_62325" [id=787, type=Constant]; "788 Constant_62324" [id=788, type=Constant]; @@ -795,7 +795,7 @@ strict digraph { "793 Constant_62320" [id=793, type=Constant]; "794 Constant_62319" [id=794, type=Constant]; "795 Constant_62318" [id=795, type=Constant]; -"796 onnx^^Conv_641" [id=796, type=Constant]; +"796 onnx^^Conv_641" [id=796, label="796 onnx::Conv_641", type=Constant]; "797 Constant_62316" [id=797, type=Constant]; "798 Constant_62315" [id=798, type=Constant]; "799 Constant_62314" [id=799, type=Constant]; @@ -806,14 +806,14 @@ strict digraph { "804 Constant_62310" [id=804, type=Constant]; "805 Constant_62309" [id=805, type=Constant]; "806 Constant_62308" [id=806, type=Constant]; -"807 onnx^^Conv_638" [id=807, type=Constant]; +"807 onnx^^Conv_638" [id=807, label="807 onnx::Conv_638", type=Constant]; "808 Reshape_965" [id=808, type=Constant]; "809 /layer4/layer4.2/conv3/Conv/WithoutBiases/fq_weights_1" [id=809, type=FakeQuantize]; "810 Constant_62366" [id=810, type=Constant]; "811 Constant_62365" [id=811, type=Constant]; "812 Constant_62364" [id=812, type=Constant]; "813 Constant_62363" [id=813, type=Constant]; -"814 onnx^^Conv_653" [id=814, type=Constant]; +"814 onnx^^Conv_653" [id=814, label="814 onnx::Conv_653", type=Constant]; "815 Constant_62361" [id=815, type=Constant]; "816 Constant_62360" [id=816, type=Constant]; "817 Constant_62359" [id=817, type=Constant]; @@ -824,7 +824,7 @@ strict digraph { "822 Constant_62355" [id=822, type=Constant]; "823 Constant_62354" [id=823, type=Constant]; "824 Constant_62353" [id=824, type=Constant]; -"825 onnx^^Conv_650" [id=825, type=Constant]; +"825 onnx^^Conv_650" [id=825, label="825 onnx::Conv_650", type=Constant]; "826 Constant_62351" [id=826, type=Constant]; "827 Constant_62350" [id=827, type=Constant]; "828 Constant_62349" [id=828, type=Constant]; @@ -835,7 +835,7 @@ strict digraph { "833 Constant_62345" [id=833, type=Constant]; "834 Constant_62344" [id=834, type=Constant]; "835 Constant_62343" [id=835, type=Constant]; -"836 onnx^^Conv_647" [id=836, type=Constant]; +"836 onnx^^Conv_647" [id=836, label="836 onnx::Conv_647", type=Constant]; "0 data" -> "1 Multiply_2745" [label="[1, 3, 224, 224]", style=solid]; "1 Multiply_2745" -> "2 Divide_1002" [label="[1, 3, 224, 224]", style=solid]; "2 Divide_1002" -> "3 Divide_1002/fq_output_0" [label="[1, 3, 224, 224]", style=solid]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_performance_transformer.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_performance_transformer.dot index 75d9edfb475..ccdd526e94d 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_performance_transformer.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_performance_transformer.dot @@ -1561,7 +1561,7 @@ strict digraph { "1559 Gather_7279" [id=1559, type=Constant]; "1560 Gather_7276" [id=1560, type=Constant]; "1561 Constant_7287" [id=1561, type=Constant]; -"1562 onnx^^Add_2244" [id=1562, type=Constant]; +"1562 onnx^^Add_2244" [id=1562, label="1562 onnx::Add_2244", type=Constant]; "1563 Constant_268" [id=1563, type=Constant]; "1564 /patch_embed/proj/Constant" [id=1564, type=Constant]; "1565 Constant_27509" [id=1565, type=Constant]; @@ -1586,9 +1586,9 @@ strict digraph { "1584 Constant_5085" [id=1584, type=Constant]; "1585 Constant_7296" [id=1585, type=Constant]; "1586 /layers/layers.0/blocks.1/attn/Constant_3" [id=1586, type=Constant]; -"1587 onnx^^Add_2301" [id=1587, type=Constant]; +"1587 onnx^^Add_2301" [id=1587, label="1587 onnx::Add_2301", type=Constant]; "1588 /layers/layers.0/blocks.1/attn/Constant_2" [id=1588, type=Constant]; -"1589 onnx^^Add_2293" [id=1589, type=Constant]; +"1589 onnx^^Add_2293" [id=1589, label="1589 onnx::Add_2293", type=Constant]; "1590 Constant_416" [id=1590, type=Constant]; "1591 Constant_27554" [id=1591, type=Constant]; "1592 Constant_27553" [id=1592, type=Constant]; @@ -1622,7 +1622,7 @@ strict digraph { "1620 Constant_5172" [id=1620, type=Constant]; "1621 Constant_5169" [id=1621, type=Constant]; "1622 Constant_7307" [id=1622, type=Constant]; -"1623 onnx^^Add_2389" [id=1623, type=Constant]; +"1623 onnx^^Add_2389" [id=1623, label="1623 onnx::Add_2389", type=Constant]; "1624 Constant_626" [id=1624, type=Constant]; "1625 Constant_27614" [id=1625, type=Constant]; "1626 Constant_27613" [id=1626, type=Constant]; @@ -1645,9 +1645,9 @@ strict digraph { "1643 Constant_5253" [id=1643, type=Constant]; "1644 Constant_7316" [id=1644, type=Constant]; "1645 /layers/layers.1/blocks.1/attn/Constant_3" [id=1645, type=Constant]; -"1646 onnx^^Add_2446" [id=1646, type=Constant]; +"1646 onnx^^Add_2446" [id=1646, label="1646 onnx::Add_2446", type=Constant]; "1647 /layers/layers.1/blocks.1/attn/Constant_2" [id=1647, type=Constant]; -"1648 onnx^^Add_2438" [id=1648, type=Constant]; +"1648 onnx^^Add_2438" [id=1648, label="1648 onnx::Add_2438", type=Constant]; "1649 Constant_774" [id=1649, type=Constant]; "1650 Constant_27659" [id=1650, type=Constant]; "1651 Constant_27658" [id=1651, type=Constant]; @@ -1681,7 +1681,7 @@ strict digraph { "1679 Constant_5340" [id=1679, type=Constant]; "1680 Constant_5337" [id=1680, type=Constant]; "1681 Constant_7327" [id=1681, type=Constant]; -"1682 onnx^^Add_2534" [id=1682, type=Constant]; +"1682 onnx^^Add_2534" [id=1682, label="1682 onnx::Add_2534", type=Constant]; "1683 Constant_984" [id=1683, type=Constant]; "1684 Constant_27719" [id=1684, type=Constant]; "1685 Constant_27718" [id=1685, type=Constant]; @@ -1704,9 +1704,9 @@ strict digraph { "1702 Constant_5421" [id=1702, type=Constant]; "1703 Constant_7336" [id=1703, type=Constant]; "1704 /layers/layers.2/blocks.1/attn/Constant_3" [id=1704, type=Constant]; -"1705 onnx^^Add_2702" [id=1705, type=Constant]; +"1705 onnx^^Add_2702" [id=1705, label="1705 onnx::Add_2702", type=Constant]; "1706 /layers/layers.2/blocks.1/attn/Constant_2" [id=1706, type=Constant]; -"1707 onnx^^Add_2583" [id=1707, type=Constant]; +"1707 onnx^^Add_2583" [id=1707, label="1707 onnx::Add_2583", type=Constant]; "1708 Constant_1132" [id=1708, type=Constant]; "1709 Constant_27764" [id=1709, type=Constant]; "1710 Constant_27763" [id=1710, type=Constant]; @@ -1728,7 +1728,7 @@ strict digraph { "1726 Constant_7341" [id=1726, type=Constant]; "1727 Constant_7342" [id=1727, type=Constant]; "1728 Constant_7345" [id=1728, type=Constant]; -"1729 onnx^^Add_2645" [id=1729, type=Constant]; +"1729 onnx^^Add_2645" [id=1729, label="1729 onnx::Add_2645", type=Constant]; "1730 Constant_1289" [id=1730, type=Constant]; "1731 Constant_27814" [id=1731, type=Constant]; "1732 Constant_27813" [id=1732, type=Constant]; @@ -1752,7 +1752,7 @@ strict digraph { "1750 Constant_7354" [id=1750, type=Constant]; "1751 /layers/layers.2/blocks.3/attn/Constant_3" [id=1751, type=Constant]; "1752 /layers/layers.2/blocks.3/attn/Constant_2" [id=1752, type=Constant]; -"1753 onnx^^Add_2694" [id=1753, type=Constant]; +"1753 onnx^^Add_2694" [id=1753, label="1753 onnx::Add_2694", type=Constant]; "1754 Constant_1437" [id=1754, type=Constant]; "1755 Constant_27859" [id=1755, type=Constant]; "1756 Constant_27858" [id=1756, type=Constant]; @@ -1774,7 +1774,7 @@ strict digraph { "1772 Constant_7359" [id=1772, type=Constant]; "1773 Constant_7360" [id=1773, type=Constant]; "1774 Constant_7363" [id=1774, type=Constant]; -"1775 onnx^^Add_2756" [id=1775, type=Constant]; +"1775 onnx^^Add_2756" [id=1775, label="1775 onnx::Add_2756", type=Constant]; "1776 Constant_1594" [id=1776, type=Constant]; "1777 Constant_27909" [id=1777, type=Constant]; "1778 Constant_27908" [id=1778, type=Constant]; @@ -1798,7 +1798,7 @@ strict digraph { "1796 Constant_7372" [id=1796, type=Constant]; "1797 /layers/layers.2/blocks.5/attn/Constant_3" [id=1797, type=Constant]; "1798 /layers/layers.2/blocks.5/attn/Constant_2" [id=1798, type=Constant]; -"1799 onnx^^Add_2805" [id=1799, type=Constant]; +"1799 onnx^^Add_2805" [id=1799, label="1799 onnx::Add_2805", type=Constant]; "1800 Constant_1742" [id=1800, type=Constant]; "1801 Constant_27954" [id=1801, type=Constant]; "1802 Constant_27953" [id=1802, type=Constant]; @@ -1832,7 +1832,7 @@ strict digraph { "1830 Constant_5700" [id=1830, type=Constant]; "1831 Constant_5697" [id=1831, type=Constant]; "1832 Constant_7383" [id=1832, type=Constant]; -"1833 onnx^^Add_2901" [id=1833, type=Constant]; +"1833 onnx^^Add_2901" [id=1833, label="1833 onnx::Add_2901", type=Constant]; "1834 Constant_1952" [id=1834, type=Constant]; "1835 Constant_28014" [id=1835, type=Constant]; "1836 Constant_28013" [id=1836, type=Constant]; @@ -1848,7 +1848,7 @@ strict digraph { "1846 Constant_7388" [id=1846, type=Constant]; "1847 Constant_7389" [id=1847, type=Constant]; "1848 Constant_7392" [id=1848, type=Constant]; -"1849 onnx^^Add_2950" [id=1849, type=Constant]; +"1849 onnx^^Add_2950" [id=1849, label="1849 onnx::Add_2950", type=Constant]; "1850 Constant_2058" [id=1850, type=Constant]; "1851 Constant_28064" [id=1851, type=Constant]; "1852 Constant_28063" [id=1852, type=Constant]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_sq.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_sq.dot index 5f31e9fbb8a..b2201cd3a37 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_sq.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/swin-tiny-patch4-window7-224_sq.dot @@ -1113,7 +1113,7 @@ strict digraph { "1111 Gather_7279" [id=1111, type=Constant]; "1112 Gather_7276" [id=1112, type=Constant]; "1113 Constant_7287" [id=1113, type=Constant]; -"1114 onnx^^Add_2244" [id=1114, type=Constant]; +"1114 onnx^^Add_2244" [id=1114, label="1114 onnx::Add_2244", type=Constant]; "1115 Constant_268" [id=1115, type=Constant]; "1116 /patch_embed/proj/Constant" [id=1116, type=Constant]; "1117 Constant_7288" [id=1117, type=Constant]; @@ -1130,9 +1130,9 @@ strict digraph { "1128 Constant_5085" [id=1128, type=Constant]; "1129 Constant_7296" [id=1129, type=Constant]; "1130 /layers/layers.0/blocks.1/attn/Constant_3" [id=1130, type=Constant]; -"1131 onnx^^Add_2301" [id=1131, type=Constant]; +"1131 onnx^^Add_2301" [id=1131, label="1131 onnx::Add_2301", type=Constant]; "1132 /layers/layers.0/blocks.1/attn/Constant_2" [id=1132, type=Constant]; -"1133 onnx^^Add_2293" [id=1133, type=Constant]; +"1133 onnx^^Add_2293" [id=1133, label="1133 onnx::Add_2293", type=Constant]; "1134 Constant_416" [id=1134, type=Constant]; "1135 Constant_7297" [id=1135, type=Constant]; "1136 Constant_414" [id=1136, type=Constant]; @@ -1158,7 +1158,7 @@ strict digraph { "1156 Constant_5172" [id=1156, type=Constant]; "1157 Constant_5169" [id=1157, type=Constant]; "1158 Constant_7307" [id=1158, type=Constant]; -"1159 onnx^^Add_2389" [id=1159, type=Constant]; +"1159 onnx^^Add_2389" [id=1159, label="1159 onnx::Add_2389", type=Constant]; "1160 Constant_626" [id=1160, type=Constant]; "1161 Constant_7308" [id=1161, type=Constant]; "1162 Constant_624" [id=1162, type=Constant]; @@ -1173,9 +1173,9 @@ strict digraph { "1171 Constant_5253" [id=1171, type=Constant]; "1172 Constant_7316" [id=1172, type=Constant]; "1173 /layers/layers.1/blocks.1/attn/Constant_3" [id=1173, type=Constant]; -"1174 onnx^^Add_2446" [id=1174, type=Constant]; +"1174 onnx^^Add_2446" [id=1174, label="1174 onnx::Add_2446", type=Constant]; "1175 /layers/layers.1/blocks.1/attn/Constant_2" [id=1175, type=Constant]; -"1176 onnx^^Add_2438" [id=1176, type=Constant]; +"1176 onnx^^Add_2438" [id=1176, label="1176 onnx::Add_2438", type=Constant]; "1177 Constant_774" [id=1177, type=Constant]; "1178 Constant_7317" [id=1178, type=Constant]; "1179 Constant_772" [id=1179, type=Constant]; @@ -1201,7 +1201,7 @@ strict digraph { "1199 Constant_5340" [id=1199, type=Constant]; "1200 Constant_5337" [id=1200, type=Constant]; "1201 Constant_7327" [id=1201, type=Constant]; -"1202 onnx^^Add_2534" [id=1202, type=Constant]; +"1202 onnx^^Add_2534" [id=1202, label="1202 onnx::Add_2534", type=Constant]; "1203 Constant_984" [id=1203, type=Constant]; "1204 Constant_7328" [id=1204, type=Constant]; "1205 Constant_982" [id=1205, type=Constant]; @@ -1216,9 +1216,9 @@ strict digraph { "1214 Constant_5421" [id=1214, type=Constant]; "1215 Constant_7336" [id=1215, type=Constant]; "1216 /layers/layers.2/blocks.1/attn/Constant_3" [id=1216, type=Constant]; -"1217 onnx^^Add_2702" [id=1217, type=Constant]; +"1217 onnx^^Add_2702" [id=1217, label="1217 onnx::Add_2702", type=Constant]; "1218 /layers/layers.2/blocks.1/attn/Constant_2" [id=1218, type=Constant]; -"1219 onnx^^Add_2583" [id=1219, type=Constant]; +"1219 onnx^^Add_2583" [id=1219, label="1219 onnx::Add_2583", type=Constant]; "1220 Constant_1132" [id=1220, type=Constant]; "1221 Constant_7337" [id=1221, type=Constant]; "1222 Constant_1130" [id=1222, type=Constant]; @@ -1232,7 +1232,7 @@ strict digraph { "1230 Constant_7341" [id=1230, type=Constant]; "1231 Constant_7342" [id=1231, type=Constant]; "1232 Constant_7345" [id=1232, type=Constant]; -"1233 onnx^^Add_2645" [id=1233, type=Constant]; +"1233 onnx^^Add_2645" [id=1233, label="1233 onnx::Add_2645", type=Constant]; "1234 Constant_1289" [id=1234, type=Constant]; "1235 Constant_7346" [id=1235, type=Constant]; "1236 Constant_1287" [id=1236, type=Constant]; @@ -1248,7 +1248,7 @@ strict digraph { "1246 Constant_7354" [id=1246, type=Constant]; "1247 /layers/layers.2/blocks.3/attn/Constant_3" [id=1247, type=Constant]; "1248 /layers/layers.2/blocks.3/attn/Constant_2" [id=1248, type=Constant]; -"1249 onnx^^Add_2694" [id=1249, type=Constant]; +"1249 onnx^^Add_2694" [id=1249, label="1249 onnx::Add_2694", type=Constant]; "1250 Constant_1437" [id=1250, type=Constant]; "1251 Constant_7355" [id=1251, type=Constant]; "1252 Constant_1435" [id=1252, type=Constant]; @@ -1262,7 +1262,7 @@ strict digraph { "1260 Constant_7359" [id=1260, type=Constant]; "1261 Constant_7360" [id=1261, type=Constant]; "1262 Constant_7363" [id=1262, type=Constant]; -"1263 onnx^^Add_2756" [id=1263, type=Constant]; +"1263 onnx^^Add_2756" [id=1263, label="1263 onnx::Add_2756", type=Constant]; "1264 Constant_1594" [id=1264, type=Constant]; "1265 Constant_7364" [id=1265, type=Constant]; "1266 Constant_1592" [id=1266, type=Constant]; @@ -1278,7 +1278,7 @@ strict digraph { "1276 Constant_7372" [id=1276, type=Constant]; "1277 /layers/layers.2/blocks.5/attn/Constant_3" [id=1277, type=Constant]; "1278 /layers/layers.2/blocks.5/attn/Constant_2" [id=1278, type=Constant]; -"1279 onnx^^Add_2805" [id=1279, type=Constant]; +"1279 onnx^^Add_2805" [id=1279, label="1279 onnx::Add_2805", type=Constant]; "1280 Constant_1742" [id=1280, type=Constant]; "1281 Constant_7373" [id=1281, type=Constant]; "1282 Constant_1740" [id=1282, type=Constant]; @@ -1304,7 +1304,7 @@ strict digraph { "1302 Constant_5700" [id=1302, type=Constant]; "1303 Constant_5697" [id=1303, type=Constant]; "1304 Constant_7383" [id=1304, type=Constant]; -"1305 onnx^^Add_2901" [id=1305, type=Constant]; +"1305 onnx^^Add_2901" [id=1305, label="1305 onnx::Add_2901", type=Constant]; "1306 Constant_1952" [id=1306, type=Constant]; "1307 Constant_7384" [id=1307, type=Constant]; "1308 Constant_1950" [id=1308, type=Constant]; @@ -1312,7 +1312,7 @@ strict digraph { "1310 Constant_7388" [id=1310, type=Constant]; "1311 Constant_7389" [id=1311, type=Constant]; "1312 Constant_7392" [id=1312, type=Constant]; -"1313 onnx^^Add_2950" [id=1313, type=Constant]; +"1313 onnx^^Add_2950" [id=1313, label="1313 onnx::Add_2950", type=Constant]; "1314 Constant_2058" [id=1314, type=Constant]; "1315 Constant_7393" [id=1315, type=Constant]; "1316 Constant_2056" [id=1316, type=Constant]; From 585a7774fb99bc95cffaef13815b0b1a7617f92e Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Thu, 9 Nov 2023 17:06:23 +0100 Subject: [PATCH 11/13] Revert labels --- .../quantization/bertsquad-12.dot | 692 +++++++++--------- .../quantization/ssd_mobilenet_v1_12.dot | 276 +++---- .../original_nncf_graph/yolo-v4-tiny-tf.dot | 4 +- .../quantized/yolo-v4-tiny-tf_performance.dot | 4 +- .../original_nncf_graph/yolo-v4-tiny-tf.dot | 4 +- .../quantized/yolo-v4-tiny-tf_performance.dot | 4 +- 6 files changed, 492 insertions(+), 492 deletions(-) diff --git a/tests/onnx/data/reference_graphs/quantization/bertsquad-12.dot b/tests/onnx/data/reference_graphs/quantization/bertsquad-12.dot index 9c0a456cae6..5e2502ba0c4 100644 --- a/tests/onnx/data/reference_graphs/quantization/bertsquad-12.dot +++ b/tests/onnx/data/reference_graphs/quantization/bertsquad-12.dot @@ -198,8 +198,8 @@ strict digraph { "196 bert/embeddings/Reshape_1/shape_Concat__58" [id=196, type=Concat]; "197 bert/embeddings/Reshape_1__60" [id=197, type=Cast]; "198 bert/embeddings/Reshape" [id=198, type=Reshape]; -"199 QuantizeLinear_bert/embeddings/word_embeddings^0_1" [id=199, type=QuantizeLinear]; -"200 DequantizeLinear_bert/embeddings/word_embeddings^0_1" [id=200, type=DequantizeLinear]; +"199 QuantizeLinear_bert/embeddings/word_embeddings^0_1" [id=199, label="199 QuantizeLinear_bert/embeddings/word_embeddings:0_1", type=QuantizeLinear]; +"200 DequantizeLinear_bert/embeddings/word_embeddings^0_1" [id=200, label="200 DequantizeLinear_bert/embeddings/word_embeddings:0_1", type=DequantizeLinear]; "201 bert/embeddings/GatherV2" [id=201, type=Gather]; "202 bert/embeddings/Reshape_1" [id=202, type=Reshape]; "203 bert/embeddings/Shape_1" [id=203, type=Shape]; @@ -219,10 +219,10 @@ strict digraph { "217 MatMul__486" [id=217, type=Transpose]; "218 Concat__47" [id=218, type=Concat]; "219 bert/embeddings/one_hot" [id=219, type=OneHot]; -"220 QuantizeLinear_bert/embeddings/one_hot^0_1" [id=220, type=QuantizeLinear]; -"221 DequantizeLinear_bert/embeddings/one_hot^0_1" [id=221, type=DequantizeLinear]; -"222 QuantizeLinear_bert/embeddings/token_type_embeddings^0_1" [id=222, type=QuantizeLinear]; -"223 DequantizeLinear_bert/embeddings/token_type_embeddings^0_1" [id=223, type=DequantizeLinear]; +"220 QuantizeLinear_bert/embeddings/one_hot^0_1" [id=220, label="220 QuantizeLinear_bert/embeddings/one_hot:0_1", type=QuantizeLinear]; +"221 DequantizeLinear_bert/embeddings/one_hot^0_1" [id=221, label="221 DequantizeLinear_bert/embeddings/one_hot:0_1", type=DequantizeLinear]; +"222 QuantizeLinear_bert/embeddings/token_type_embeddings^0_1" [id=222, label="222 QuantizeLinear_bert/embeddings/token_type_embeddings:0_1", type=QuantizeLinear]; +"223 DequantizeLinear_bert/embeddings/token_type_embeddings^0_1" [id=223, label="223 DequantizeLinear_bert/embeddings/token_type_embeddings:0_1", type=DequantizeLinear]; "224 bert/embeddings/MatMul" [id=224, type=MatMul]; "225 bert/embeddings/Reshape_3" [id=225, type=Reshape]; "226 bert/embeddings/add" [id=226, type=Add]; @@ -405,32 +405,32 @@ strict digraph { "403 bert/encoder/Reshape_13/shape_Concat__301" [id=403, type=Concat]; "404 bert/encoder/Reshape_13__471" [id=404, type=Cast]; "405 bert/encoder/Reshape_1" [id=405, type=Reshape]; -"406 QuantizeLinear_bert/encoder/Reshape_1^0_1" [id=406, type=QuantizeLinear]; -"407 DequantizeLinear_bert/encoder/Reshape_1^0_1" [id=407, type=DequantizeLinear]; -"408 QuantizeLinear_bert/encoder/layer_0/attention/self/value/kernel^0_1" [id=408, type=QuantizeLinear]; -"409 DequantizeLinear_bert/encoder/layer_0/attention/self/value/kernel^0_1" [id=409, type=DequantizeLinear]; -"410 QuantizeLinear_bert/encoder/Reshape_1^0_2" [id=410, type=QuantizeLinear]; -"411 DequantizeLinear_bert/encoder/Reshape_1^0_2" [id=411, type=DequantizeLinear]; -"412 QuantizeLinear_bert/encoder/Reshape_1^0_3" [id=412, type=QuantizeLinear]; -"413 DequantizeLinear_bert/encoder/Reshape_1^0_3" [id=413, type=DequantizeLinear]; +"406 QuantizeLinear_bert/encoder/Reshape_1^0_1" [id=406, label="406 QuantizeLinear_bert/encoder/Reshape_1:0_1", type=QuantizeLinear]; +"407 DequantizeLinear_bert/encoder/Reshape_1^0_1" [id=407, label="407 DequantizeLinear_bert/encoder/Reshape_1:0_1", type=DequantizeLinear]; +"408 QuantizeLinear_bert/encoder/layer_0/attention/self/value/kernel^0_1" [id=408, label="408 QuantizeLinear_bert/encoder/layer_0/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"409 DequantizeLinear_bert/encoder/layer_0/attention/self/value/kernel^0_1" [id=409, label="409 DequantizeLinear_bert/encoder/layer_0/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"410 QuantizeLinear_bert/encoder/Reshape_1^0_2" [id=410, label="410 QuantizeLinear_bert/encoder/Reshape_1:0_2", type=QuantizeLinear]; +"411 DequantizeLinear_bert/encoder/Reshape_1^0_2" [id=411, label="411 DequantizeLinear_bert/encoder/Reshape_1:0_2", type=DequantizeLinear]; +"412 QuantizeLinear_bert/encoder/Reshape_1^0_3" [id=412, label="412 QuantizeLinear_bert/encoder/Reshape_1:0_3", type=QuantizeLinear]; +"413 DequantizeLinear_bert/encoder/Reshape_1^0_3" [id=413, label="413 DequantizeLinear_bert/encoder/Reshape_1:0_3", type=DequantizeLinear]; "414 bert/encoder/layer_0/attention/self/value/MatMul" [id=414, type=MatMul]; "415 bert/encoder/layer_0/attention/self/value/BiasAdd" [id=415, type=Add]; "416 bert/encoder/layer_0/attention/self/Reshape_2" [id=416, type=Reshape]; "417 bert/encoder/layer_0/attention/self/transpose_2" [id=417, type=Transpose]; -"418 QuantizeLinear_bert/encoder/layer_0/attention/self/query/kernel^0_1" [id=418, type=QuantizeLinear]; -"419 DequantizeLinear_bert/encoder/layer_0/attention/self/query/kernel^0_1" [id=419, type=DequantizeLinear]; +"418 QuantizeLinear_bert/encoder/layer_0/attention/self/query/kernel^0_1" [id=418, label="418 QuantizeLinear_bert/encoder/layer_0/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"419 DequantizeLinear_bert/encoder/layer_0/attention/self/query/kernel^0_1" [id=419, label="419 DequantizeLinear_bert/encoder/layer_0/attention/self/query/kernel:0_1", type=DequantizeLinear]; "420 bert/encoder/layer_0/attention/self/query/MatMul" [id=420, type=MatMul]; "421 bert/encoder/layer_0/attention/self/query/BiasAdd" [id=421, type=Add]; -"422 QuantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd^0_1" [id=422, type=QuantizeLinear]; -"423 DequantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd^0_1" [id=423, type=DequantizeLinear]; +"422 QuantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd^0_1" [id=422, label="422 QuantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"423 DequantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd^0_1" [id=423, label="423 DequantizeLinear_bert/encoder/layer_0/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "424 bert/encoder/layer_0/attention/self/Reshape" [id=424, type=Reshape]; "425 bert/encoder/layer_0/attention/self/transpose" [id=425, type=Transpose]; -"426 QuantizeLinear_bert/encoder/layer_0/attention/self/key/kernel^0_1" [id=426, type=QuantizeLinear]; -"427 DequantizeLinear_bert/encoder/layer_0/attention/self/key/kernel^0_1" [id=427, type=DequantizeLinear]; +"426 QuantizeLinear_bert/encoder/layer_0/attention/self/key/kernel^0_1" [id=426, label="426 QuantizeLinear_bert/encoder/layer_0/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"427 DequantizeLinear_bert/encoder/layer_0/attention/self/key/kernel^0_1" [id=427, label="427 DequantizeLinear_bert/encoder/layer_0/attention/self/key/kernel:0_1", type=DequantizeLinear]; "428 bert/encoder/layer_0/attention/self/key/MatMul" [id=428, type=MatMul]; "429 bert/encoder/layer_0/attention/self/key/BiasAdd" [id=429, type=Add]; -"430 QuantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd^0_1" [id=430, type=QuantizeLinear]; -"431 DequantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd^0_1" [id=431, type=DequantizeLinear]; +"430 QuantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd^0_1" [id=430, label="430 QuantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"431 DequantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd^0_1" [id=431, label="431 DequantizeLinear_bert/encoder/layer_0/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "432 bert/encoder/layer_0/attention/self/Reshape_1" [id=432, type=Reshape]; "433 bert/encoder/layer_0/attention/self/transpose_1" [id=433, type=Transpose]; "434 bert/encoder/layer_0/attention/self/MatMul__306" [id=434, type=Transpose]; @@ -439,12 +439,12 @@ strict digraph { "437 bert/encoder/layer_0/attention/self/add" [id=437, type=Add]; "438 bert/encoder/layer_0/attention/self/Softmax" [id=438, type=Softmax]; "439 bert/encoder/layer_0/attention/self/MatMul_1" [id=439, type=MatMul]; -"440 QuantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1^0_1" [id=440, type=QuantizeLinear]; -"441 DequantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1^0_1" [id=441, type=DequantizeLinear]; +"440 QuantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1^0_1" [id=440, label="440 QuantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"441 DequantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1^0_1" [id=441, label="441 DequantizeLinear_bert/encoder/layer_0/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "442 bert/encoder/layer_0/attention/self/transpose_3" [id=442, type=Transpose]; "443 bert/encoder/layer_0/attention/self/Reshape_3" [id=443, type=Reshape]; -"444 QuantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel^0_1" [id=444, type=QuantizeLinear]; -"445 DequantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel^0_1" [id=445, type=DequantizeLinear]; +"444 QuantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel^0_1" [id=444, label="444 QuantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"445 DequantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel^0_1" [id=445, label="445 DequantizeLinear_bert/encoder/layer_0/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "446 bert/encoder/layer_0/attention/output/dense/MatMul" [id=446, type=MatMul]; "447 bert/encoder/layer_0/attention/output/dense/BiasAdd" [id=447, type=Add]; "448 bert/encoder/layer_0/attention/output/add" [id=448, type=Add]; @@ -461,10 +461,10 @@ strict digraph { "459 bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/sub" [id=459, type=Sub]; "460 bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/mul_1" [id=460, type=Mul]; "461 bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1" [id=461, type=Add]; -"462 QuantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=462, type=QuantizeLinear]; -"463 DequantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=463, type=DequantizeLinear]; -"464 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel^0_1" [id=464, type=QuantizeLinear]; -"465 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel^0_1" [id=465, type=DequantizeLinear]; +"462 QuantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=462, label="462 QuantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"463 DequantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=463, label="463 DequantizeLinear_bert/encoder/layer_0/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"464 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel^0_1" [id=464, label="464 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"465 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel^0_1" [id=465, label="465 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "466 bert/encoder/layer_0/intermediate/dense/MatMul" [id=466, type=MatMul]; "467 bert/encoder/layer_0/intermediate/dense/BiasAdd" [id=467, type=Add]; "468 bert/encoder/layer_0/intermediate/dense/Pow" [id=468, type=Pow]; @@ -475,10 +475,10 @@ strict digraph { "473 bert/encoder/layer_0/intermediate/dense/add_1" [id=473, type=Add]; "474 bert/encoder/layer_0/intermediate/dense/mul_2" [id=474, type=Mul]; "475 bert/encoder/layer_0/intermediate/dense/mul_3" [id=475, type=Mul]; -"476 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3^0_1" [id=476, type=QuantizeLinear]; -"477 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3^0_1" [id=477, type=DequantizeLinear]; -"478 QuantizeLinear_bert/encoder/layer_0/output/dense/kernel^0_1" [id=478, type=QuantizeLinear]; -"479 DequantizeLinear_bert/encoder/layer_0/output/dense/kernel^0_1" [id=479, type=DequantizeLinear]; +"476 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3^0_1" [id=476, label="476 QuantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"477 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3^0_1" [id=477, label="477 DequantizeLinear_bert/encoder/layer_0/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"478 QuantizeLinear_bert/encoder/layer_0/output/dense/kernel^0_1" [id=478, label="478 QuantizeLinear_bert/encoder/layer_0/output/dense/kernel:0_1", type=QuantizeLinear]; +"479 DequantizeLinear_bert/encoder/layer_0/output/dense/kernel^0_1" [id=479, label="479 DequantizeLinear_bert/encoder/layer_0/output/dense/kernel:0_1", type=DequantizeLinear]; "480 bert/encoder/layer_0/output/dense/MatMul" [id=480, type=MatMul]; "481 bert/encoder/layer_0/output/dense/BiasAdd" [id=481, type=Add]; "482 bert/encoder/layer_0/output/add" [id=482, type=Add]; @@ -495,32 +495,32 @@ strict digraph { "493 bert/encoder/layer_0/output/LayerNorm/batchnorm/sub" [id=493, type=Sub]; "494 bert/encoder/layer_0/output/LayerNorm/batchnorm/mul_1" [id=494, type=Mul]; "495 bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1" [id=495, type=Add]; -"496 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_1" [id=496, type=QuantizeLinear]; -"497 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_1" [id=497, type=DequantizeLinear]; -"498 QuantizeLinear_bert/encoder/layer_1/attention/self/value/kernel^0_1" [id=498, type=QuantizeLinear]; -"499 DequantizeLinear_bert/encoder/layer_1/attention/self/value/kernel^0_1" [id=499, type=DequantizeLinear]; -"500 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_2" [id=500, type=QuantizeLinear]; -"501 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_2" [id=501, type=DequantizeLinear]; -"502 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_3" [id=502, type=QuantizeLinear]; -"503 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_3" [id=503, type=DequantizeLinear]; +"496 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_1" [id=496, label="496 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"497 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_1" [id=497, label="497 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"498 QuantizeLinear_bert/encoder/layer_1/attention/self/value/kernel^0_1" [id=498, label="498 QuantizeLinear_bert/encoder/layer_1/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"499 DequantizeLinear_bert/encoder/layer_1/attention/self/value/kernel^0_1" [id=499, label="499 DequantizeLinear_bert/encoder/layer_1/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"500 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_2" [id=500, label="500 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"501 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_2" [id=501, label="501 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"502 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_3" [id=502, label="502 QuantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"503 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1^0_3" [id=503, label="503 DequantizeLinear_bert/encoder/layer_0/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "504 bert/encoder/layer_1/attention/self/value/MatMul" [id=504, type=MatMul]; "505 bert/encoder/layer_1/attention/self/value/BiasAdd" [id=505, type=Add]; "506 bert/encoder/layer_1/attention/self/Reshape_2" [id=506, type=Reshape]; "507 bert/encoder/layer_1/attention/self/transpose_2" [id=507, type=Transpose]; -"508 QuantizeLinear_bert/encoder/layer_1/attention/self/query/kernel^0_1" [id=508, type=QuantizeLinear]; -"509 DequantizeLinear_bert/encoder/layer_1/attention/self/query/kernel^0_1" [id=509, type=DequantizeLinear]; +"508 QuantizeLinear_bert/encoder/layer_1/attention/self/query/kernel^0_1" [id=508, label="508 QuantizeLinear_bert/encoder/layer_1/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"509 DequantizeLinear_bert/encoder/layer_1/attention/self/query/kernel^0_1" [id=509, label="509 DequantizeLinear_bert/encoder/layer_1/attention/self/query/kernel:0_1", type=DequantizeLinear]; "510 bert/encoder/layer_1/attention/self/query/MatMul" [id=510, type=MatMul]; "511 bert/encoder/layer_1/attention/self/query/BiasAdd" [id=511, type=Add]; -"512 QuantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd^0_1" [id=512, type=QuantizeLinear]; -"513 DequantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd^0_1" [id=513, type=DequantizeLinear]; +"512 QuantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd^0_1" [id=512, label="512 QuantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"513 DequantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd^0_1" [id=513, label="513 DequantizeLinear_bert/encoder/layer_1/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "514 bert/encoder/layer_1/attention/self/Reshape" [id=514, type=Reshape]; "515 bert/encoder/layer_1/attention/self/transpose" [id=515, type=Transpose]; -"516 QuantizeLinear_bert/encoder/layer_1/attention/self/key/kernel^0_1" [id=516, type=QuantizeLinear]; -"517 DequantizeLinear_bert/encoder/layer_1/attention/self/key/kernel^0_1" [id=517, type=DequantizeLinear]; +"516 QuantizeLinear_bert/encoder/layer_1/attention/self/key/kernel^0_1" [id=516, label="516 QuantizeLinear_bert/encoder/layer_1/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"517 DequantizeLinear_bert/encoder/layer_1/attention/self/key/kernel^0_1" [id=517, label="517 DequantizeLinear_bert/encoder/layer_1/attention/self/key/kernel:0_1", type=DequantizeLinear]; "518 bert/encoder/layer_1/attention/self/key/MatMul" [id=518, type=MatMul]; "519 bert/encoder/layer_1/attention/self/key/BiasAdd" [id=519, type=Add]; -"520 QuantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd^0_1" [id=520, type=QuantizeLinear]; -"521 DequantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd^0_1" [id=521, type=DequantizeLinear]; +"520 QuantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd^0_1" [id=520, label="520 QuantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"521 DequantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd^0_1" [id=521, label="521 DequantizeLinear_bert/encoder/layer_1/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "522 bert/encoder/layer_1/attention/self/Reshape_1" [id=522, type=Reshape]; "523 bert/encoder/layer_1/attention/self/transpose_1" [id=523, type=Transpose]; "524 bert/encoder/layer_1/attention/self/MatMul__320" [id=524, type=Transpose]; @@ -529,12 +529,12 @@ strict digraph { "527 bert/encoder/layer_1/attention/self/add" [id=527, type=Add]; "528 bert/encoder/layer_1/attention/self/Softmax" [id=528, type=Softmax]; "529 bert/encoder/layer_1/attention/self/MatMul_1" [id=529, type=MatMul]; -"530 QuantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1^0_1" [id=530, type=QuantizeLinear]; -"531 DequantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1^0_1" [id=531, type=DequantizeLinear]; +"530 QuantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1^0_1" [id=530, label="530 QuantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"531 DequantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1^0_1" [id=531, label="531 DequantizeLinear_bert/encoder/layer_1/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "532 bert/encoder/layer_1/attention/self/transpose_3" [id=532, type=Transpose]; "533 bert/encoder/layer_1/attention/self/Reshape_3" [id=533, type=Reshape]; -"534 QuantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel^0_1" [id=534, type=QuantizeLinear]; -"535 DequantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel^0_1" [id=535, type=DequantizeLinear]; +"534 QuantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel^0_1" [id=534, label="534 QuantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"535 DequantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel^0_1" [id=535, label="535 DequantizeLinear_bert/encoder/layer_1/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "536 bert/encoder/layer_1/attention/output/dense/MatMul" [id=536, type=MatMul]; "537 bert/encoder/layer_1/attention/output/dense/BiasAdd" [id=537, type=Add]; "538 bert/encoder/layer_1/attention/output/add" [id=538, type=Add]; @@ -551,10 +551,10 @@ strict digraph { "549 bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/sub" [id=549, type=Sub]; "550 bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/mul_1" [id=550, type=Mul]; "551 bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1" [id=551, type=Add]; -"552 QuantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=552, type=QuantizeLinear]; -"553 DequantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=553, type=DequantizeLinear]; -"554 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel^0_1" [id=554, type=QuantizeLinear]; -"555 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel^0_1" [id=555, type=DequantizeLinear]; +"552 QuantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=552, label="552 QuantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"553 DequantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=553, label="553 DequantizeLinear_bert/encoder/layer_1/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"554 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel^0_1" [id=554, label="554 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"555 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel^0_1" [id=555, label="555 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "556 bert/encoder/layer_1/intermediate/dense/MatMul" [id=556, type=MatMul]; "557 bert/encoder/layer_1/intermediate/dense/BiasAdd" [id=557, type=Add]; "558 bert/encoder/layer_1/intermediate/dense/Pow" [id=558, type=Pow]; @@ -565,10 +565,10 @@ strict digraph { "563 bert/encoder/layer_1/intermediate/dense/add_1" [id=563, type=Add]; "564 bert/encoder/layer_1/intermediate/dense/mul_2" [id=564, type=Mul]; "565 bert/encoder/layer_1/intermediate/dense/mul_3" [id=565, type=Mul]; -"566 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3^0_1" [id=566, type=QuantizeLinear]; -"567 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3^0_1" [id=567, type=DequantizeLinear]; -"568 QuantizeLinear_bert/encoder/layer_1/output/dense/kernel^0_1" [id=568, type=QuantizeLinear]; -"569 DequantizeLinear_bert/encoder/layer_1/output/dense/kernel^0_1" [id=569, type=DequantizeLinear]; +"566 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3^0_1" [id=566, label="566 QuantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"567 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3^0_1" [id=567, label="567 DequantizeLinear_bert/encoder/layer_1/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"568 QuantizeLinear_bert/encoder/layer_1/output/dense/kernel^0_1" [id=568, label="568 QuantizeLinear_bert/encoder/layer_1/output/dense/kernel:0_1", type=QuantizeLinear]; +"569 DequantizeLinear_bert/encoder/layer_1/output/dense/kernel^0_1" [id=569, label="569 DequantizeLinear_bert/encoder/layer_1/output/dense/kernel:0_1", type=DequantizeLinear]; "570 bert/encoder/layer_1/output/dense/MatMul" [id=570, type=MatMul]; "571 bert/encoder/layer_1/output/dense/BiasAdd" [id=571, type=Add]; "572 bert/encoder/layer_1/output/add" [id=572, type=Add]; @@ -585,32 +585,32 @@ strict digraph { "583 bert/encoder/layer_1/output/LayerNorm/batchnorm/sub" [id=583, type=Sub]; "584 bert/encoder/layer_1/output/LayerNorm/batchnorm/mul_1" [id=584, type=Mul]; "585 bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1" [id=585, type=Add]; -"586 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_1" [id=586, type=QuantizeLinear]; -"587 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_1" [id=587, type=DequantizeLinear]; -"588 QuantizeLinear_bert/encoder/layer_2/attention/self/value/kernel^0_1" [id=588, type=QuantizeLinear]; -"589 DequantizeLinear_bert/encoder/layer_2/attention/self/value/kernel^0_1" [id=589, type=DequantizeLinear]; -"590 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_2" [id=590, type=QuantizeLinear]; -"591 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_2" [id=591, type=DequantizeLinear]; -"592 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_3" [id=592, type=QuantizeLinear]; -"593 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_3" [id=593, type=DequantizeLinear]; +"586 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_1" [id=586, label="586 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"587 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_1" [id=587, label="587 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"588 QuantizeLinear_bert/encoder/layer_2/attention/self/value/kernel^0_1" [id=588, label="588 QuantizeLinear_bert/encoder/layer_2/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"589 DequantizeLinear_bert/encoder/layer_2/attention/self/value/kernel^0_1" [id=589, label="589 DequantizeLinear_bert/encoder/layer_2/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"590 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_2" [id=590, label="590 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"591 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_2" [id=591, label="591 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"592 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_3" [id=592, label="592 QuantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"593 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1^0_3" [id=593, label="593 DequantizeLinear_bert/encoder/layer_1/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "594 bert/encoder/layer_2/attention/self/value/MatMul" [id=594, type=MatMul]; "595 bert/encoder/layer_2/attention/self/value/BiasAdd" [id=595, type=Add]; "596 bert/encoder/layer_2/attention/self/Reshape_2" [id=596, type=Reshape]; "597 bert/encoder/layer_2/attention/self/transpose_2" [id=597, type=Transpose]; -"598 QuantizeLinear_bert/encoder/layer_2/attention/self/query/kernel^0_1" [id=598, type=QuantizeLinear]; -"599 DequantizeLinear_bert/encoder/layer_2/attention/self/query/kernel^0_1" [id=599, type=DequantizeLinear]; +"598 QuantizeLinear_bert/encoder/layer_2/attention/self/query/kernel^0_1" [id=598, label="598 QuantizeLinear_bert/encoder/layer_2/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"599 DequantizeLinear_bert/encoder/layer_2/attention/self/query/kernel^0_1" [id=599, label="599 DequantizeLinear_bert/encoder/layer_2/attention/self/query/kernel:0_1", type=DequantizeLinear]; "600 bert/encoder/layer_2/attention/self/query/MatMul" [id=600, type=MatMul]; "601 bert/encoder/layer_2/attention/self/query/BiasAdd" [id=601, type=Add]; -"602 QuantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd^0_1" [id=602, type=QuantizeLinear]; -"603 DequantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd^0_1" [id=603, type=DequantizeLinear]; +"602 QuantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd^0_1" [id=602, label="602 QuantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"603 DequantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd^0_1" [id=603, label="603 DequantizeLinear_bert/encoder/layer_2/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "604 bert/encoder/layer_2/attention/self/Reshape" [id=604, type=Reshape]; "605 bert/encoder/layer_2/attention/self/transpose" [id=605, type=Transpose]; -"606 QuantizeLinear_bert/encoder/layer_2/attention/self/key/kernel^0_1" [id=606, type=QuantizeLinear]; -"607 DequantizeLinear_bert/encoder/layer_2/attention/self/key/kernel^0_1" [id=607, type=DequantizeLinear]; +"606 QuantizeLinear_bert/encoder/layer_2/attention/self/key/kernel^0_1" [id=606, label="606 QuantizeLinear_bert/encoder/layer_2/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"607 DequantizeLinear_bert/encoder/layer_2/attention/self/key/kernel^0_1" [id=607, label="607 DequantizeLinear_bert/encoder/layer_2/attention/self/key/kernel:0_1", type=DequantizeLinear]; "608 bert/encoder/layer_2/attention/self/key/MatMul" [id=608, type=MatMul]; "609 bert/encoder/layer_2/attention/self/key/BiasAdd" [id=609, type=Add]; -"610 QuantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd^0_1" [id=610, type=QuantizeLinear]; -"611 DequantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd^0_1" [id=611, type=DequantizeLinear]; +"610 QuantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd^0_1" [id=610, label="610 QuantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"611 DequantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd^0_1" [id=611, label="611 DequantizeLinear_bert/encoder/layer_2/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "612 bert/encoder/layer_2/attention/self/Reshape_1" [id=612, type=Reshape]; "613 bert/encoder/layer_2/attention/self/transpose_1" [id=613, type=Transpose]; "614 bert/encoder/layer_2/attention/self/MatMul__334" [id=614, type=Transpose]; @@ -619,12 +619,12 @@ strict digraph { "617 bert/encoder/layer_2/attention/self/add" [id=617, type=Add]; "618 bert/encoder/layer_2/attention/self/Softmax" [id=618, type=Softmax]; "619 bert/encoder/layer_2/attention/self/MatMul_1" [id=619, type=MatMul]; -"620 QuantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1^0_1" [id=620, type=QuantizeLinear]; -"621 DequantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1^0_1" [id=621, type=DequantizeLinear]; +"620 QuantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1^0_1" [id=620, label="620 QuantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"621 DequantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1^0_1" [id=621, label="621 DequantizeLinear_bert/encoder/layer_2/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "622 bert/encoder/layer_2/attention/self/transpose_3" [id=622, type=Transpose]; "623 bert/encoder/layer_2/attention/self/Reshape_3" [id=623, type=Reshape]; -"624 QuantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel^0_1" [id=624, type=QuantizeLinear]; -"625 DequantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel^0_1" [id=625, type=DequantizeLinear]; +"624 QuantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel^0_1" [id=624, label="624 QuantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"625 DequantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel^0_1" [id=625, label="625 DequantizeLinear_bert/encoder/layer_2/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "626 bert/encoder/layer_2/attention/output/dense/MatMul" [id=626, type=MatMul]; "627 bert/encoder/layer_2/attention/output/dense/BiasAdd" [id=627, type=Add]; "628 bert/encoder/layer_2/attention/output/add" [id=628, type=Add]; @@ -641,10 +641,10 @@ strict digraph { "639 bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/sub" [id=639, type=Sub]; "640 bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/mul_1" [id=640, type=Mul]; "641 bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1" [id=641, type=Add]; -"642 QuantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=642, type=QuantizeLinear]; -"643 DequantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=643, type=DequantizeLinear]; -"644 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel^0_1" [id=644, type=QuantizeLinear]; -"645 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel^0_1" [id=645, type=DequantizeLinear]; +"642 QuantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=642, label="642 QuantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"643 DequantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=643, label="643 DequantizeLinear_bert/encoder/layer_2/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"644 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel^0_1" [id=644, label="644 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"645 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel^0_1" [id=645, label="645 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "646 bert/encoder/layer_2/intermediate/dense/MatMul" [id=646, type=MatMul]; "647 bert/encoder/layer_2/intermediate/dense/BiasAdd" [id=647, type=Add]; "648 bert/encoder/layer_2/intermediate/dense/Pow" [id=648, type=Pow]; @@ -655,10 +655,10 @@ strict digraph { "653 bert/encoder/layer_2/intermediate/dense/add_1" [id=653, type=Add]; "654 bert/encoder/layer_2/intermediate/dense/mul_2" [id=654, type=Mul]; "655 bert/encoder/layer_2/intermediate/dense/mul_3" [id=655, type=Mul]; -"656 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3^0_1" [id=656, type=QuantizeLinear]; -"657 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3^0_1" [id=657, type=DequantizeLinear]; -"658 QuantizeLinear_bert/encoder/layer_2/output/dense/kernel^0_1" [id=658, type=QuantizeLinear]; -"659 DequantizeLinear_bert/encoder/layer_2/output/dense/kernel^0_1" [id=659, type=DequantizeLinear]; +"656 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3^0_1" [id=656, label="656 QuantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"657 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3^0_1" [id=657, label="657 DequantizeLinear_bert/encoder/layer_2/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"658 QuantizeLinear_bert/encoder/layer_2/output/dense/kernel^0_1" [id=658, label="658 QuantizeLinear_bert/encoder/layer_2/output/dense/kernel:0_1", type=QuantizeLinear]; +"659 DequantizeLinear_bert/encoder/layer_2/output/dense/kernel^0_1" [id=659, label="659 DequantizeLinear_bert/encoder/layer_2/output/dense/kernel:0_1", type=DequantizeLinear]; "660 bert/encoder/layer_2/output/dense/MatMul" [id=660, type=MatMul]; "661 bert/encoder/layer_2/output/dense/BiasAdd" [id=661, type=Add]; "662 bert/encoder/layer_2/output/add" [id=662, type=Add]; @@ -675,32 +675,32 @@ strict digraph { "673 bert/encoder/layer_2/output/LayerNorm/batchnorm/sub" [id=673, type=Sub]; "674 bert/encoder/layer_2/output/LayerNorm/batchnorm/mul_1" [id=674, type=Mul]; "675 bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1" [id=675, type=Add]; -"676 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_1" [id=676, type=QuantizeLinear]; -"677 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_1" [id=677, type=DequantizeLinear]; -"678 QuantizeLinear_bert/encoder/layer_3/attention/self/value/kernel^0_1" [id=678, type=QuantizeLinear]; -"679 DequantizeLinear_bert/encoder/layer_3/attention/self/value/kernel^0_1" [id=679, type=DequantizeLinear]; -"680 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_2" [id=680, type=QuantizeLinear]; -"681 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_2" [id=681, type=DequantizeLinear]; -"682 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_3" [id=682, type=QuantizeLinear]; -"683 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_3" [id=683, type=DequantizeLinear]; +"676 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_1" [id=676, label="676 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"677 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_1" [id=677, label="677 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"678 QuantizeLinear_bert/encoder/layer_3/attention/self/value/kernel^0_1" [id=678, label="678 QuantizeLinear_bert/encoder/layer_3/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"679 DequantizeLinear_bert/encoder/layer_3/attention/self/value/kernel^0_1" [id=679, label="679 DequantizeLinear_bert/encoder/layer_3/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"680 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_2" [id=680, label="680 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"681 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_2" [id=681, label="681 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"682 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_3" [id=682, label="682 QuantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"683 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1^0_3" [id=683, label="683 DequantizeLinear_bert/encoder/layer_2/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "684 bert/encoder/layer_3/attention/self/value/MatMul" [id=684, type=MatMul]; "685 bert/encoder/layer_3/attention/self/value/BiasAdd" [id=685, type=Add]; "686 bert/encoder/layer_3/attention/self/Reshape_2" [id=686, type=Reshape]; "687 bert/encoder/layer_3/attention/self/transpose_2" [id=687, type=Transpose]; -"688 QuantizeLinear_bert/encoder/layer_3/attention/self/query/kernel^0_1" [id=688, type=QuantizeLinear]; -"689 DequantizeLinear_bert/encoder/layer_3/attention/self/query/kernel^0_1" [id=689, type=DequantizeLinear]; +"688 QuantizeLinear_bert/encoder/layer_3/attention/self/query/kernel^0_1" [id=688, label="688 QuantizeLinear_bert/encoder/layer_3/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"689 DequantizeLinear_bert/encoder/layer_3/attention/self/query/kernel^0_1" [id=689, label="689 DequantizeLinear_bert/encoder/layer_3/attention/self/query/kernel:0_1", type=DequantizeLinear]; "690 bert/encoder/layer_3/attention/self/query/MatMul" [id=690, type=MatMul]; "691 bert/encoder/layer_3/attention/self/query/BiasAdd" [id=691, type=Add]; -"692 QuantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd^0_1" [id=692, type=QuantizeLinear]; -"693 DequantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd^0_1" [id=693, type=DequantizeLinear]; +"692 QuantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd^0_1" [id=692, label="692 QuantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"693 DequantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd^0_1" [id=693, label="693 DequantizeLinear_bert/encoder/layer_3/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "694 bert/encoder/layer_3/attention/self/Reshape" [id=694, type=Reshape]; "695 bert/encoder/layer_3/attention/self/transpose" [id=695, type=Transpose]; -"696 QuantizeLinear_bert/encoder/layer_3/attention/self/key/kernel^0_1" [id=696, type=QuantizeLinear]; -"697 DequantizeLinear_bert/encoder/layer_3/attention/self/key/kernel^0_1" [id=697, type=DequantizeLinear]; +"696 QuantizeLinear_bert/encoder/layer_3/attention/self/key/kernel^0_1" [id=696, label="696 QuantizeLinear_bert/encoder/layer_3/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"697 DequantizeLinear_bert/encoder/layer_3/attention/self/key/kernel^0_1" [id=697, label="697 DequantizeLinear_bert/encoder/layer_3/attention/self/key/kernel:0_1", type=DequantizeLinear]; "698 bert/encoder/layer_3/attention/self/key/MatMul" [id=698, type=MatMul]; "699 bert/encoder/layer_3/attention/self/key/BiasAdd" [id=699, type=Add]; -"700 QuantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd^0_1" [id=700, type=QuantizeLinear]; -"701 DequantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd^0_1" [id=701, type=DequantizeLinear]; +"700 QuantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd^0_1" [id=700, label="700 QuantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"701 DequantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd^0_1" [id=701, label="701 DequantizeLinear_bert/encoder/layer_3/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "702 bert/encoder/layer_3/attention/self/Reshape_1" [id=702, type=Reshape]; "703 bert/encoder/layer_3/attention/self/transpose_1" [id=703, type=Transpose]; "704 bert/encoder/layer_3/attention/self/MatMul__348" [id=704, type=Transpose]; @@ -709,12 +709,12 @@ strict digraph { "707 bert/encoder/layer_3/attention/self/add" [id=707, type=Add]; "708 bert/encoder/layer_3/attention/self/Softmax" [id=708, type=Softmax]; "709 bert/encoder/layer_3/attention/self/MatMul_1" [id=709, type=MatMul]; -"710 QuantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1^0_1" [id=710, type=QuantizeLinear]; -"711 DequantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1^0_1" [id=711, type=DequantizeLinear]; +"710 QuantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1^0_1" [id=710, label="710 QuantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"711 DequantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1^0_1" [id=711, label="711 DequantizeLinear_bert/encoder/layer_3/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "712 bert/encoder/layer_3/attention/self/transpose_3" [id=712, type=Transpose]; "713 bert/encoder/layer_3/attention/self/Reshape_3" [id=713, type=Reshape]; -"714 QuantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel^0_1" [id=714, type=QuantizeLinear]; -"715 DequantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel^0_1" [id=715, type=DequantizeLinear]; +"714 QuantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel^0_1" [id=714, label="714 QuantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"715 DequantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel^0_1" [id=715, label="715 DequantizeLinear_bert/encoder/layer_3/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "716 bert/encoder/layer_3/attention/output/dense/MatMul" [id=716, type=MatMul]; "717 bert/encoder/layer_3/attention/output/dense/BiasAdd" [id=717, type=Add]; "718 bert/encoder/layer_3/attention/output/add" [id=718, type=Add]; @@ -731,10 +731,10 @@ strict digraph { "729 bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/sub" [id=729, type=Sub]; "730 bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/mul_1" [id=730, type=Mul]; "731 bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1" [id=731, type=Add]; -"732 QuantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=732, type=QuantizeLinear]; -"733 DequantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=733, type=DequantizeLinear]; -"734 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel^0_1" [id=734, type=QuantizeLinear]; -"735 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel^0_1" [id=735, type=DequantizeLinear]; +"732 QuantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=732, label="732 QuantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"733 DequantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=733, label="733 DequantizeLinear_bert/encoder/layer_3/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"734 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel^0_1" [id=734, label="734 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"735 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel^0_1" [id=735, label="735 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "736 bert/encoder/layer_3/intermediate/dense/MatMul" [id=736, type=MatMul]; "737 bert/encoder/layer_3/intermediate/dense/BiasAdd" [id=737, type=Add]; "738 bert/encoder/layer_3/intermediate/dense/Pow" [id=738, type=Pow]; @@ -745,10 +745,10 @@ strict digraph { "743 bert/encoder/layer_3/intermediate/dense/add_1" [id=743, type=Add]; "744 bert/encoder/layer_3/intermediate/dense/mul_2" [id=744, type=Mul]; "745 bert/encoder/layer_3/intermediate/dense/mul_3" [id=745, type=Mul]; -"746 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3^0_1" [id=746, type=QuantizeLinear]; -"747 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3^0_1" [id=747, type=DequantizeLinear]; -"748 QuantizeLinear_bert/encoder/layer_3/output/dense/kernel^0_1" [id=748, type=QuantizeLinear]; -"749 DequantizeLinear_bert/encoder/layer_3/output/dense/kernel^0_1" [id=749, type=DequantizeLinear]; +"746 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3^0_1" [id=746, label="746 QuantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"747 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3^0_1" [id=747, label="747 DequantizeLinear_bert/encoder/layer_3/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"748 QuantizeLinear_bert/encoder/layer_3/output/dense/kernel^0_1" [id=748, label="748 QuantizeLinear_bert/encoder/layer_3/output/dense/kernel:0_1", type=QuantizeLinear]; +"749 DequantizeLinear_bert/encoder/layer_3/output/dense/kernel^0_1" [id=749, label="749 DequantizeLinear_bert/encoder/layer_3/output/dense/kernel:0_1", type=DequantizeLinear]; "750 bert/encoder/layer_3/output/dense/MatMul" [id=750, type=MatMul]; "751 bert/encoder/layer_3/output/dense/BiasAdd" [id=751, type=Add]; "752 bert/encoder/layer_3/output/add" [id=752, type=Add]; @@ -765,32 +765,32 @@ strict digraph { "763 bert/encoder/layer_3/output/LayerNorm/batchnorm/sub" [id=763, type=Sub]; "764 bert/encoder/layer_3/output/LayerNorm/batchnorm/mul_1" [id=764, type=Mul]; "765 bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1" [id=765, type=Add]; -"766 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_1" [id=766, type=QuantizeLinear]; -"767 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_1" [id=767, type=DequantizeLinear]; -"768 QuantizeLinear_bert/encoder/layer_4/attention/self/value/kernel^0_1" [id=768, type=QuantizeLinear]; -"769 DequantizeLinear_bert/encoder/layer_4/attention/self/value/kernel^0_1" [id=769, type=DequantizeLinear]; -"770 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_2" [id=770, type=QuantizeLinear]; -"771 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_2" [id=771, type=DequantizeLinear]; -"772 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_3" [id=772, type=QuantizeLinear]; -"773 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_3" [id=773, type=DequantizeLinear]; +"766 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_1" [id=766, label="766 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"767 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_1" [id=767, label="767 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"768 QuantizeLinear_bert/encoder/layer_4/attention/self/value/kernel^0_1" [id=768, label="768 QuantizeLinear_bert/encoder/layer_4/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"769 DequantizeLinear_bert/encoder/layer_4/attention/self/value/kernel^0_1" [id=769, label="769 DequantizeLinear_bert/encoder/layer_4/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"770 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_2" [id=770, label="770 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"771 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_2" [id=771, label="771 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"772 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_3" [id=772, label="772 QuantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"773 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1^0_3" [id=773, label="773 DequantizeLinear_bert/encoder/layer_3/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "774 bert/encoder/layer_4/attention/self/value/MatMul" [id=774, type=MatMul]; "775 bert/encoder/layer_4/attention/self/value/BiasAdd" [id=775, type=Add]; "776 bert/encoder/layer_4/attention/self/Reshape_2" [id=776, type=Reshape]; "777 bert/encoder/layer_4/attention/self/transpose_2" [id=777, type=Transpose]; -"778 QuantizeLinear_bert/encoder/layer_4/attention/self/query/kernel^0_1" [id=778, type=QuantizeLinear]; -"779 DequantizeLinear_bert/encoder/layer_4/attention/self/query/kernel^0_1" [id=779, type=DequantizeLinear]; +"778 QuantizeLinear_bert/encoder/layer_4/attention/self/query/kernel^0_1" [id=778, label="778 QuantizeLinear_bert/encoder/layer_4/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"779 DequantizeLinear_bert/encoder/layer_4/attention/self/query/kernel^0_1" [id=779, label="779 DequantizeLinear_bert/encoder/layer_4/attention/self/query/kernel:0_1", type=DequantizeLinear]; "780 bert/encoder/layer_4/attention/self/query/MatMul" [id=780, type=MatMul]; "781 bert/encoder/layer_4/attention/self/query/BiasAdd" [id=781, type=Add]; -"782 QuantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd^0_1" [id=782, type=QuantizeLinear]; -"783 DequantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd^0_1" [id=783, type=DequantizeLinear]; +"782 QuantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd^0_1" [id=782, label="782 QuantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"783 DequantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd^0_1" [id=783, label="783 DequantizeLinear_bert/encoder/layer_4/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "784 bert/encoder/layer_4/attention/self/Reshape" [id=784, type=Reshape]; "785 bert/encoder/layer_4/attention/self/transpose" [id=785, type=Transpose]; -"786 QuantizeLinear_bert/encoder/layer_4/attention/self/key/kernel^0_1" [id=786, type=QuantizeLinear]; -"787 DequantizeLinear_bert/encoder/layer_4/attention/self/key/kernel^0_1" [id=787, type=DequantizeLinear]; +"786 QuantizeLinear_bert/encoder/layer_4/attention/self/key/kernel^0_1" [id=786, label="786 QuantizeLinear_bert/encoder/layer_4/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"787 DequantizeLinear_bert/encoder/layer_4/attention/self/key/kernel^0_1" [id=787, label="787 DequantizeLinear_bert/encoder/layer_4/attention/self/key/kernel:0_1", type=DequantizeLinear]; "788 bert/encoder/layer_4/attention/self/key/MatMul" [id=788, type=MatMul]; "789 bert/encoder/layer_4/attention/self/key/BiasAdd" [id=789, type=Add]; -"790 QuantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd^0_1" [id=790, type=QuantizeLinear]; -"791 DequantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd^0_1" [id=791, type=DequantizeLinear]; +"790 QuantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd^0_1" [id=790, label="790 QuantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"791 DequantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd^0_1" [id=791, label="791 DequantizeLinear_bert/encoder/layer_4/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "792 bert/encoder/layer_4/attention/self/Reshape_1" [id=792, type=Reshape]; "793 bert/encoder/layer_4/attention/self/transpose_1" [id=793, type=Transpose]; "794 bert/encoder/layer_4/attention/self/MatMul__362" [id=794, type=Transpose]; @@ -799,12 +799,12 @@ strict digraph { "797 bert/encoder/layer_4/attention/self/add" [id=797, type=Add]; "798 bert/encoder/layer_4/attention/self/Softmax" [id=798, type=Softmax]; "799 bert/encoder/layer_4/attention/self/MatMul_1" [id=799, type=MatMul]; -"800 QuantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1^0_1" [id=800, type=QuantizeLinear]; -"801 DequantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1^0_1" [id=801, type=DequantizeLinear]; +"800 QuantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1^0_1" [id=800, label="800 QuantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"801 DequantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1^0_1" [id=801, label="801 DequantizeLinear_bert/encoder/layer_4/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "802 bert/encoder/layer_4/attention/self/transpose_3" [id=802, type=Transpose]; "803 bert/encoder/layer_4/attention/self/Reshape_3" [id=803, type=Reshape]; -"804 QuantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel^0_1" [id=804, type=QuantizeLinear]; -"805 DequantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel^0_1" [id=805, type=DequantizeLinear]; +"804 QuantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel^0_1" [id=804, label="804 QuantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"805 DequantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel^0_1" [id=805, label="805 DequantizeLinear_bert/encoder/layer_4/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "806 bert/encoder/layer_4/attention/output/dense/MatMul" [id=806, type=MatMul]; "807 bert/encoder/layer_4/attention/output/dense/BiasAdd" [id=807, type=Add]; "808 bert/encoder/layer_4/attention/output/add" [id=808, type=Add]; @@ -821,10 +821,10 @@ strict digraph { "819 bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/sub" [id=819, type=Sub]; "820 bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/mul_1" [id=820, type=Mul]; "821 bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1" [id=821, type=Add]; -"822 QuantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=822, type=QuantizeLinear]; -"823 DequantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=823, type=DequantizeLinear]; -"824 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel^0_1" [id=824, type=QuantizeLinear]; -"825 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel^0_1" [id=825, type=DequantizeLinear]; +"822 QuantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=822, label="822 QuantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"823 DequantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=823, label="823 DequantizeLinear_bert/encoder/layer_4/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"824 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel^0_1" [id=824, label="824 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"825 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel^0_1" [id=825, label="825 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "826 bert/encoder/layer_4/intermediate/dense/MatMul" [id=826, type=MatMul]; "827 bert/encoder/layer_4/intermediate/dense/BiasAdd" [id=827, type=Add]; "828 bert/encoder/layer_4/intermediate/dense/Pow" [id=828, type=Pow]; @@ -835,10 +835,10 @@ strict digraph { "833 bert/encoder/layer_4/intermediate/dense/add_1" [id=833, type=Add]; "834 bert/encoder/layer_4/intermediate/dense/mul_2" [id=834, type=Mul]; "835 bert/encoder/layer_4/intermediate/dense/mul_3" [id=835, type=Mul]; -"836 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3^0_1" [id=836, type=QuantizeLinear]; -"837 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3^0_1" [id=837, type=DequantizeLinear]; -"838 QuantizeLinear_bert/encoder/layer_4/output/dense/kernel^0_1" [id=838, type=QuantizeLinear]; -"839 DequantizeLinear_bert/encoder/layer_4/output/dense/kernel^0_1" [id=839, type=DequantizeLinear]; +"836 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3^0_1" [id=836, label="836 QuantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"837 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3^0_1" [id=837, label="837 DequantizeLinear_bert/encoder/layer_4/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"838 QuantizeLinear_bert/encoder/layer_4/output/dense/kernel^0_1" [id=838, label="838 QuantizeLinear_bert/encoder/layer_4/output/dense/kernel:0_1", type=QuantizeLinear]; +"839 DequantizeLinear_bert/encoder/layer_4/output/dense/kernel^0_1" [id=839, label="839 DequantizeLinear_bert/encoder/layer_4/output/dense/kernel:0_1", type=DequantizeLinear]; "840 bert/encoder/layer_4/output/dense/MatMul" [id=840, type=MatMul]; "841 bert/encoder/layer_4/output/dense/BiasAdd" [id=841, type=Add]; "842 bert/encoder/layer_4/output/add" [id=842, type=Add]; @@ -855,32 +855,32 @@ strict digraph { "853 bert/encoder/layer_4/output/LayerNorm/batchnorm/sub" [id=853, type=Sub]; "854 bert/encoder/layer_4/output/LayerNorm/batchnorm/mul_1" [id=854, type=Mul]; "855 bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1" [id=855, type=Add]; -"856 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_1" [id=856, type=QuantizeLinear]; -"857 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_1" [id=857, type=DequantizeLinear]; -"858 QuantizeLinear_bert/encoder/layer_5/attention/self/value/kernel^0_1" [id=858, type=QuantizeLinear]; -"859 DequantizeLinear_bert/encoder/layer_5/attention/self/value/kernel^0_1" [id=859, type=DequantizeLinear]; -"860 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_2" [id=860, type=QuantizeLinear]; -"861 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_2" [id=861, type=DequantizeLinear]; -"862 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_3" [id=862, type=QuantizeLinear]; -"863 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_3" [id=863, type=DequantizeLinear]; +"856 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_1" [id=856, label="856 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"857 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_1" [id=857, label="857 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"858 QuantizeLinear_bert/encoder/layer_5/attention/self/value/kernel^0_1" [id=858, label="858 QuantizeLinear_bert/encoder/layer_5/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"859 DequantizeLinear_bert/encoder/layer_5/attention/self/value/kernel^0_1" [id=859, label="859 DequantizeLinear_bert/encoder/layer_5/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"860 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_2" [id=860, label="860 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"861 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_2" [id=861, label="861 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"862 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_3" [id=862, label="862 QuantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"863 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1^0_3" [id=863, label="863 DequantizeLinear_bert/encoder/layer_4/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "864 bert/encoder/layer_5/attention/self/value/MatMul" [id=864, type=MatMul]; "865 bert/encoder/layer_5/attention/self/value/BiasAdd" [id=865, type=Add]; "866 bert/encoder/layer_5/attention/self/Reshape_2" [id=866, type=Reshape]; "867 bert/encoder/layer_5/attention/self/transpose_2" [id=867, type=Transpose]; -"868 QuantizeLinear_bert/encoder/layer_5/attention/self/query/kernel^0_1" [id=868, type=QuantizeLinear]; -"869 DequantizeLinear_bert/encoder/layer_5/attention/self/query/kernel^0_1" [id=869, type=DequantizeLinear]; +"868 QuantizeLinear_bert/encoder/layer_5/attention/self/query/kernel^0_1" [id=868, label="868 QuantizeLinear_bert/encoder/layer_5/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"869 DequantizeLinear_bert/encoder/layer_5/attention/self/query/kernel^0_1" [id=869, label="869 DequantizeLinear_bert/encoder/layer_5/attention/self/query/kernel:0_1", type=DequantizeLinear]; "870 bert/encoder/layer_5/attention/self/query/MatMul" [id=870, type=MatMul]; "871 bert/encoder/layer_5/attention/self/query/BiasAdd" [id=871, type=Add]; -"872 QuantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd^0_1" [id=872, type=QuantizeLinear]; -"873 DequantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd^0_1" [id=873, type=DequantizeLinear]; +"872 QuantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd^0_1" [id=872, label="872 QuantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"873 DequantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd^0_1" [id=873, label="873 DequantizeLinear_bert/encoder/layer_5/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "874 bert/encoder/layer_5/attention/self/Reshape" [id=874, type=Reshape]; "875 bert/encoder/layer_5/attention/self/transpose" [id=875, type=Transpose]; -"876 QuantizeLinear_bert/encoder/layer_5/attention/self/key/kernel^0_1" [id=876, type=QuantizeLinear]; -"877 DequantizeLinear_bert/encoder/layer_5/attention/self/key/kernel^0_1" [id=877, type=DequantizeLinear]; +"876 QuantizeLinear_bert/encoder/layer_5/attention/self/key/kernel^0_1" [id=876, label="876 QuantizeLinear_bert/encoder/layer_5/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"877 DequantizeLinear_bert/encoder/layer_5/attention/self/key/kernel^0_1" [id=877, label="877 DequantizeLinear_bert/encoder/layer_5/attention/self/key/kernel:0_1", type=DequantizeLinear]; "878 bert/encoder/layer_5/attention/self/key/MatMul" [id=878, type=MatMul]; "879 bert/encoder/layer_5/attention/self/key/BiasAdd" [id=879, type=Add]; -"880 QuantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd^0_1" [id=880, type=QuantizeLinear]; -"881 DequantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd^0_1" [id=881, type=DequantizeLinear]; +"880 QuantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd^0_1" [id=880, label="880 QuantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"881 DequantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd^0_1" [id=881, label="881 DequantizeLinear_bert/encoder/layer_5/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "882 bert/encoder/layer_5/attention/self/Reshape_1" [id=882, type=Reshape]; "883 bert/encoder/layer_5/attention/self/transpose_1" [id=883, type=Transpose]; "884 bert/encoder/layer_5/attention/self/MatMul__376" [id=884, type=Transpose]; @@ -889,12 +889,12 @@ strict digraph { "887 bert/encoder/layer_5/attention/self/add" [id=887, type=Add]; "888 bert/encoder/layer_5/attention/self/Softmax" [id=888, type=Softmax]; "889 bert/encoder/layer_5/attention/self/MatMul_1" [id=889, type=MatMul]; -"890 QuantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1^0_1" [id=890, type=QuantizeLinear]; -"891 DequantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1^0_1" [id=891, type=DequantizeLinear]; +"890 QuantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1^0_1" [id=890, label="890 QuantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"891 DequantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1^0_1" [id=891, label="891 DequantizeLinear_bert/encoder/layer_5/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "892 bert/encoder/layer_5/attention/self/transpose_3" [id=892, type=Transpose]; "893 bert/encoder/layer_5/attention/self/Reshape_3" [id=893, type=Reshape]; -"894 QuantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel^0_1" [id=894, type=QuantizeLinear]; -"895 DequantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel^0_1" [id=895, type=DequantizeLinear]; +"894 QuantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel^0_1" [id=894, label="894 QuantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"895 DequantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel^0_1" [id=895, label="895 DequantizeLinear_bert/encoder/layer_5/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "896 bert/encoder/layer_5/attention/output/dense/MatMul" [id=896, type=MatMul]; "897 bert/encoder/layer_5/attention/output/dense/BiasAdd" [id=897, type=Add]; "898 bert/encoder/layer_5/attention/output/add" [id=898, type=Add]; @@ -911,10 +911,10 @@ strict digraph { "909 bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/sub" [id=909, type=Sub]; "910 bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/mul_1" [id=910, type=Mul]; "911 bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1" [id=911, type=Add]; -"912 QuantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=912, type=QuantizeLinear]; -"913 DequantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=913, type=DequantizeLinear]; -"914 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel^0_1" [id=914, type=QuantizeLinear]; -"915 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel^0_1" [id=915, type=DequantizeLinear]; +"912 QuantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=912, label="912 QuantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"913 DequantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=913, label="913 DequantizeLinear_bert/encoder/layer_5/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"914 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel^0_1" [id=914, label="914 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"915 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel^0_1" [id=915, label="915 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "916 bert/encoder/layer_5/intermediate/dense/MatMul" [id=916, type=MatMul]; "917 bert/encoder/layer_5/intermediate/dense/BiasAdd" [id=917, type=Add]; "918 bert/encoder/layer_5/intermediate/dense/Pow" [id=918, type=Pow]; @@ -925,10 +925,10 @@ strict digraph { "923 bert/encoder/layer_5/intermediate/dense/add_1" [id=923, type=Add]; "924 bert/encoder/layer_5/intermediate/dense/mul_2" [id=924, type=Mul]; "925 bert/encoder/layer_5/intermediate/dense/mul_3" [id=925, type=Mul]; -"926 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3^0_1" [id=926, type=QuantizeLinear]; -"927 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3^0_1" [id=927, type=DequantizeLinear]; -"928 QuantizeLinear_bert/encoder/layer_5/output/dense/kernel^0_1" [id=928, type=QuantizeLinear]; -"929 DequantizeLinear_bert/encoder/layer_5/output/dense/kernel^0_1" [id=929, type=DequantizeLinear]; +"926 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3^0_1" [id=926, label="926 QuantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"927 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3^0_1" [id=927, label="927 DequantizeLinear_bert/encoder/layer_5/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"928 QuantizeLinear_bert/encoder/layer_5/output/dense/kernel^0_1" [id=928, label="928 QuantizeLinear_bert/encoder/layer_5/output/dense/kernel:0_1", type=QuantizeLinear]; +"929 DequantizeLinear_bert/encoder/layer_5/output/dense/kernel^0_1" [id=929, label="929 DequantizeLinear_bert/encoder/layer_5/output/dense/kernel:0_1", type=DequantizeLinear]; "930 bert/encoder/layer_5/output/dense/MatMul" [id=930, type=MatMul]; "931 bert/encoder/layer_5/output/dense/BiasAdd" [id=931, type=Add]; "932 bert/encoder/layer_5/output/add" [id=932, type=Add]; @@ -945,32 +945,32 @@ strict digraph { "943 bert/encoder/layer_5/output/LayerNorm/batchnorm/sub" [id=943, type=Sub]; "944 bert/encoder/layer_5/output/LayerNorm/batchnorm/mul_1" [id=944, type=Mul]; "945 bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1" [id=945, type=Add]; -"946 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_1" [id=946, type=QuantizeLinear]; -"947 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_1" [id=947, type=DequantizeLinear]; -"948 QuantizeLinear_bert/encoder/layer_6/attention/self/value/kernel^0_1" [id=948, type=QuantizeLinear]; -"949 DequantizeLinear_bert/encoder/layer_6/attention/self/value/kernel^0_1" [id=949, type=DequantizeLinear]; -"950 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_2" [id=950, type=QuantizeLinear]; -"951 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_2" [id=951, type=DequantizeLinear]; -"952 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_3" [id=952, type=QuantizeLinear]; -"953 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_3" [id=953, type=DequantizeLinear]; +"946 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_1" [id=946, label="946 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"947 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_1" [id=947, label="947 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"948 QuantizeLinear_bert/encoder/layer_6/attention/self/value/kernel^0_1" [id=948, label="948 QuantizeLinear_bert/encoder/layer_6/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"949 DequantizeLinear_bert/encoder/layer_6/attention/self/value/kernel^0_1" [id=949, label="949 DequantizeLinear_bert/encoder/layer_6/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"950 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_2" [id=950, label="950 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"951 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_2" [id=951, label="951 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"952 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_3" [id=952, label="952 QuantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"953 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1^0_3" [id=953, label="953 DequantizeLinear_bert/encoder/layer_5/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "954 bert/encoder/layer_6/attention/self/value/MatMul" [id=954, type=MatMul]; "955 bert/encoder/layer_6/attention/self/value/BiasAdd" [id=955, type=Add]; "956 bert/encoder/layer_6/attention/self/Reshape_2" [id=956, type=Reshape]; "957 bert/encoder/layer_6/attention/self/transpose_2" [id=957, type=Transpose]; -"958 QuantizeLinear_bert/encoder/layer_6/attention/self/query/kernel^0_1" [id=958, type=QuantizeLinear]; -"959 DequantizeLinear_bert/encoder/layer_6/attention/self/query/kernel^0_1" [id=959, type=DequantizeLinear]; +"958 QuantizeLinear_bert/encoder/layer_6/attention/self/query/kernel^0_1" [id=958, label="958 QuantizeLinear_bert/encoder/layer_6/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"959 DequantizeLinear_bert/encoder/layer_6/attention/self/query/kernel^0_1" [id=959, label="959 DequantizeLinear_bert/encoder/layer_6/attention/self/query/kernel:0_1", type=DequantizeLinear]; "960 bert/encoder/layer_6/attention/self/query/MatMul" [id=960, type=MatMul]; "961 bert/encoder/layer_6/attention/self/query/BiasAdd" [id=961, type=Add]; -"962 QuantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd^0_1" [id=962, type=QuantizeLinear]; -"963 DequantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd^0_1" [id=963, type=DequantizeLinear]; +"962 QuantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd^0_1" [id=962, label="962 QuantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"963 DequantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd^0_1" [id=963, label="963 DequantizeLinear_bert/encoder/layer_6/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "964 bert/encoder/layer_6/attention/self/Reshape" [id=964, type=Reshape]; "965 bert/encoder/layer_6/attention/self/transpose" [id=965, type=Transpose]; -"966 QuantizeLinear_bert/encoder/layer_6/attention/self/key/kernel^0_1" [id=966, type=QuantizeLinear]; -"967 DequantizeLinear_bert/encoder/layer_6/attention/self/key/kernel^0_1" [id=967, type=DequantizeLinear]; +"966 QuantizeLinear_bert/encoder/layer_6/attention/self/key/kernel^0_1" [id=966, label="966 QuantizeLinear_bert/encoder/layer_6/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"967 DequantizeLinear_bert/encoder/layer_6/attention/self/key/kernel^0_1" [id=967, label="967 DequantizeLinear_bert/encoder/layer_6/attention/self/key/kernel:0_1", type=DequantizeLinear]; "968 bert/encoder/layer_6/attention/self/key/MatMul" [id=968, type=MatMul]; "969 bert/encoder/layer_6/attention/self/key/BiasAdd" [id=969, type=Add]; -"970 QuantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd^0_1" [id=970, type=QuantizeLinear]; -"971 DequantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd^0_1" [id=971, type=DequantizeLinear]; +"970 QuantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd^0_1" [id=970, label="970 QuantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"971 DequantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd^0_1" [id=971, label="971 DequantizeLinear_bert/encoder/layer_6/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "972 bert/encoder/layer_6/attention/self/Reshape_1" [id=972, type=Reshape]; "973 bert/encoder/layer_6/attention/self/transpose_1" [id=973, type=Transpose]; "974 bert/encoder/layer_6/attention/self/MatMul__390" [id=974, type=Transpose]; @@ -979,12 +979,12 @@ strict digraph { "977 bert/encoder/layer_6/attention/self/add" [id=977, type=Add]; "978 bert/encoder/layer_6/attention/self/Softmax" [id=978, type=Softmax]; "979 bert/encoder/layer_6/attention/self/MatMul_1" [id=979, type=MatMul]; -"980 QuantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1^0_1" [id=980, type=QuantizeLinear]; -"981 DequantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1^0_1" [id=981, type=DequantizeLinear]; +"980 QuantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1^0_1" [id=980, label="980 QuantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"981 DequantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1^0_1" [id=981, label="981 DequantizeLinear_bert/encoder/layer_6/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "982 bert/encoder/layer_6/attention/self/transpose_3" [id=982, type=Transpose]; "983 bert/encoder/layer_6/attention/self/Reshape_3" [id=983, type=Reshape]; -"984 QuantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel^0_1" [id=984, type=QuantizeLinear]; -"985 DequantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel^0_1" [id=985, type=DequantizeLinear]; +"984 QuantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel^0_1" [id=984, label="984 QuantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"985 DequantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel^0_1" [id=985, label="985 DequantizeLinear_bert/encoder/layer_6/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "986 bert/encoder/layer_6/attention/output/dense/MatMul" [id=986, type=MatMul]; "987 bert/encoder/layer_6/attention/output/dense/BiasAdd" [id=987, type=Add]; "988 bert/encoder/layer_6/attention/output/add" [id=988, type=Add]; @@ -1001,10 +1001,10 @@ strict digraph { "999 bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/sub" [id=999, type=Sub]; "1000 bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/mul_1" [id=1000, type=Mul]; "1001 bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1" [id=1001, type=Add]; -"1002 QuantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1002, type=QuantizeLinear]; -"1003 DequantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1003, type=DequantizeLinear]; -"1004 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel^0_1" [id=1004, type=QuantizeLinear]; -"1005 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel^0_1" [id=1005, type=DequantizeLinear]; +"1002 QuantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1002, label="1002 QuantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1003 DequantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1003, label="1003 DequantizeLinear_bert/encoder/layer_6/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1004 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel^0_1" [id=1004, label="1004 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"1005 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel^0_1" [id=1005, label="1005 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "1006 bert/encoder/layer_6/intermediate/dense/MatMul" [id=1006, type=MatMul]; "1007 bert/encoder/layer_6/intermediate/dense/BiasAdd" [id=1007, type=Add]; "1008 bert/encoder/layer_6/intermediate/dense/Pow" [id=1008, type=Pow]; @@ -1015,10 +1015,10 @@ strict digraph { "1013 bert/encoder/layer_6/intermediate/dense/add_1" [id=1013, type=Add]; "1014 bert/encoder/layer_6/intermediate/dense/mul_2" [id=1014, type=Mul]; "1015 bert/encoder/layer_6/intermediate/dense/mul_3" [id=1015, type=Mul]; -"1016 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3^0_1" [id=1016, type=QuantizeLinear]; -"1017 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3^0_1" [id=1017, type=DequantizeLinear]; -"1018 QuantizeLinear_bert/encoder/layer_6/output/dense/kernel^0_1" [id=1018, type=QuantizeLinear]; -"1019 DequantizeLinear_bert/encoder/layer_6/output/dense/kernel^0_1" [id=1019, type=DequantizeLinear]; +"1016 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3^0_1" [id=1016, label="1016 QuantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"1017 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3^0_1" [id=1017, label="1017 DequantizeLinear_bert/encoder/layer_6/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"1018 QuantizeLinear_bert/encoder/layer_6/output/dense/kernel^0_1" [id=1018, label="1018 QuantizeLinear_bert/encoder/layer_6/output/dense/kernel:0_1", type=QuantizeLinear]; +"1019 DequantizeLinear_bert/encoder/layer_6/output/dense/kernel^0_1" [id=1019, label="1019 DequantizeLinear_bert/encoder/layer_6/output/dense/kernel:0_1", type=DequantizeLinear]; "1020 bert/encoder/layer_6/output/dense/MatMul" [id=1020, type=MatMul]; "1021 bert/encoder/layer_6/output/dense/BiasAdd" [id=1021, type=Add]; "1022 bert/encoder/layer_6/output/add" [id=1022, type=Add]; @@ -1035,32 +1035,32 @@ strict digraph { "1033 bert/encoder/layer_6/output/LayerNorm/batchnorm/sub" [id=1033, type=Sub]; "1034 bert/encoder/layer_6/output/LayerNorm/batchnorm/mul_1" [id=1034, type=Mul]; "1035 bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1" [id=1035, type=Add]; -"1036 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_1" [id=1036, type=QuantizeLinear]; -"1037 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_1" [id=1037, type=DequantizeLinear]; -"1038 QuantizeLinear_bert/encoder/layer_7/attention/self/value/kernel^0_1" [id=1038, type=QuantizeLinear]; -"1039 DequantizeLinear_bert/encoder/layer_7/attention/self/value/kernel^0_1" [id=1039, type=DequantizeLinear]; -"1040 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_2" [id=1040, type=QuantizeLinear]; -"1041 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_2" [id=1041, type=DequantizeLinear]; -"1042 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_3" [id=1042, type=QuantizeLinear]; -"1043 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_3" [id=1043, type=DequantizeLinear]; +"1036 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_1" [id=1036, label="1036 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1037 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_1" [id=1037, label="1037 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1038 QuantizeLinear_bert/encoder/layer_7/attention/self/value/kernel^0_1" [id=1038, label="1038 QuantizeLinear_bert/encoder/layer_7/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"1039 DequantizeLinear_bert/encoder/layer_7/attention/self/value/kernel^0_1" [id=1039, label="1039 DequantizeLinear_bert/encoder/layer_7/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"1040 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_2" [id=1040, label="1040 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"1041 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_2" [id=1041, label="1041 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"1042 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_3" [id=1042, label="1042 QuantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"1043 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1^0_3" [id=1043, label="1043 DequantizeLinear_bert/encoder/layer_6/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "1044 bert/encoder/layer_7/attention/self/value/MatMul" [id=1044, type=MatMul]; "1045 bert/encoder/layer_7/attention/self/value/BiasAdd" [id=1045, type=Add]; "1046 bert/encoder/layer_7/attention/self/Reshape_2" [id=1046, type=Reshape]; "1047 bert/encoder/layer_7/attention/self/transpose_2" [id=1047, type=Transpose]; -"1048 QuantizeLinear_bert/encoder/layer_7/attention/self/query/kernel^0_1" [id=1048, type=QuantizeLinear]; -"1049 DequantizeLinear_bert/encoder/layer_7/attention/self/query/kernel^0_1" [id=1049, type=DequantizeLinear]; +"1048 QuantizeLinear_bert/encoder/layer_7/attention/self/query/kernel^0_1" [id=1048, label="1048 QuantizeLinear_bert/encoder/layer_7/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"1049 DequantizeLinear_bert/encoder/layer_7/attention/self/query/kernel^0_1" [id=1049, label="1049 DequantizeLinear_bert/encoder/layer_7/attention/self/query/kernel:0_1", type=DequantizeLinear]; "1050 bert/encoder/layer_7/attention/self/query/MatMul" [id=1050, type=MatMul]; "1051 bert/encoder/layer_7/attention/self/query/BiasAdd" [id=1051, type=Add]; -"1052 QuantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd^0_1" [id=1052, type=QuantizeLinear]; -"1053 DequantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd^0_1" [id=1053, type=DequantizeLinear]; +"1052 QuantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd^0_1" [id=1052, label="1052 QuantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"1053 DequantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd^0_1" [id=1053, label="1053 DequantizeLinear_bert/encoder/layer_7/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "1054 bert/encoder/layer_7/attention/self/Reshape" [id=1054, type=Reshape]; "1055 bert/encoder/layer_7/attention/self/transpose" [id=1055, type=Transpose]; -"1056 QuantizeLinear_bert/encoder/layer_7/attention/self/key/kernel^0_1" [id=1056, type=QuantizeLinear]; -"1057 DequantizeLinear_bert/encoder/layer_7/attention/self/key/kernel^0_1" [id=1057, type=DequantizeLinear]; +"1056 QuantizeLinear_bert/encoder/layer_7/attention/self/key/kernel^0_1" [id=1056, label="1056 QuantizeLinear_bert/encoder/layer_7/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"1057 DequantizeLinear_bert/encoder/layer_7/attention/self/key/kernel^0_1" [id=1057, label="1057 DequantizeLinear_bert/encoder/layer_7/attention/self/key/kernel:0_1", type=DequantizeLinear]; "1058 bert/encoder/layer_7/attention/self/key/MatMul" [id=1058, type=MatMul]; "1059 bert/encoder/layer_7/attention/self/key/BiasAdd" [id=1059, type=Add]; -"1060 QuantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd^0_1" [id=1060, type=QuantizeLinear]; -"1061 DequantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd^0_1" [id=1061, type=DequantizeLinear]; +"1060 QuantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd^0_1" [id=1060, label="1060 QuantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"1061 DequantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd^0_1" [id=1061, label="1061 DequantizeLinear_bert/encoder/layer_7/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "1062 bert/encoder/layer_7/attention/self/Reshape_1" [id=1062, type=Reshape]; "1063 bert/encoder/layer_7/attention/self/transpose_1" [id=1063, type=Transpose]; "1064 bert/encoder/layer_7/attention/self/MatMul__404" [id=1064, type=Transpose]; @@ -1069,12 +1069,12 @@ strict digraph { "1067 bert/encoder/layer_7/attention/self/add" [id=1067, type=Add]; "1068 bert/encoder/layer_7/attention/self/Softmax" [id=1068, type=Softmax]; "1069 bert/encoder/layer_7/attention/self/MatMul_1" [id=1069, type=MatMul]; -"1070 QuantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1^0_1" [id=1070, type=QuantizeLinear]; -"1071 DequantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1^0_1" [id=1071, type=DequantizeLinear]; +"1070 QuantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1^0_1" [id=1070, label="1070 QuantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"1071 DequantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1^0_1" [id=1071, label="1071 DequantizeLinear_bert/encoder/layer_7/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "1072 bert/encoder/layer_7/attention/self/transpose_3" [id=1072, type=Transpose]; "1073 bert/encoder/layer_7/attention/self/Reshape_3" [id=1073, type=Reshape]; -"1074 QuantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel^0_1" [id=1074, type=QuantizeLinear]; -"1075 DequantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel^0_1" [id=1075, type=DequantizeLinear]; +"1074 QuantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel^0_1" [id=1074, label="1074 QuantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"1075 DequantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel^0_1" [id=1075, label="1075 DequantizeLinear_bert/encoder/layer_7/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "1076 bert/encoder/layer_7/attention/output/dense/MatMul" [id=1076, type=MatMul]; "1077 bert/encoder/layer_7/attention/output/dense/BiasAdd" [id=1077, type=Add]; "1078 bert/encoder/layer_7/attention/output/add" [id=1078, type=Add]; @@ -1091,10 +1091,10 @@ strict digraph { "1089 bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/sub" [id=1089, type=Sub]; "1090 bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/mul_1" [id=1090, type=Mul]; "1091 bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1" [id=1091, type=Add]; -"1092 QuantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1092, type=QuantizeLinear]; -"1093 DequantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1093, type=DequantizeLinear]; -"1094 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel^0_1" [id=1094, type=QuantizeLinear]; -"1095 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel^0_1" [id=1095, type=DequantizeLinear]; +"1092 QuantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1092, label="1092 QuantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1093 DequantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1093, label="1093 DequantizeLinear_bert/encoder/layer_7/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1094 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel^0_1" [id=1094, label="1094 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"1095 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel^0_1" [id=1095, label="1095 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "1096 bert/encoder/layer_7/intermediate/dense/MatMul" [id=1096, type=MatMul]; "1097 bert/encoder/layer_7/intermediate/dense/BiasAdd" [id=1097, type=Add]; "1098 bert/encoder/layer_7/intermediate/dense/Pow" [id=1098, type=Pow]; @@ -1105,10 +1105,10 @@ strict digraph { "1103 bert/encoder/layer_7/intermediate/dense/add_1" [id=1103, type=Add]; "1104 bert/encoder/layer_7/intermediate/dense/mul_2" [id=1104, type=Mul]; "1105 bert/encoder/layer_7/intermediate/dense/mul_3" [id=1105, type=Mul]; -"1106 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3^0_1" [id=1106, type=QuantizeLinear]; -"1107 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3^0_1" [id=1107, type=DequantizeLinear]; -"1108 QuantizeLinear_bert/encoder/layer_7/output/dense/kernel^0_1" [id=1108, type=QuantizeLinear]; -"1109 DequantizeLinear_bert/encoder/layer_7/output/dense/kernel^0_1" [id=1109, type=DequantizeLinear]; +"1106 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3^0_1" [id=1106, label="1106 QuantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"1107 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3^0_1" [id=1107, label="1107 DequantizeLinear_bert/encoder/layer_7/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"1108 QuantizeLinear_bert/encoder/layer_7/output/dense/kernel^0_1" [id=1108, label="1108 QuantizeLinear_bert/encoder/layer_7/output/dense/kernel:0_1", type=QuantizeLinear]; +"1109 DequantizeLinear_bert/encoder/layer_7/output/dense/kernel^0_1" [id=1109, label="1109 DequantizeLinear_bert/encoder/layer_7/output/dense/kernel:0_1", type=DequantizeLinear]; "1110 bert/encoder/layer_7/output/dense/MatMul" [id=1110, type=MatMul]; "1111 bert/encoder/layer_7/output/dense/BiasAdd" [id=1111, type=Add]; "1112 bert/encoder/layer_7/output/add" [id=1112, type=Add]; @@ -1125,32 +1125,32 @@ strict digraph { "1123 bert/encoder/layer_7/output/LayerNorm/batchnorm/sub" [id=1123, type=Sub]; "1124 bert/encoder/layer_7/output/LayerNorm/batchnorm/mul_1" [id=1124, type=Mul]; "1125 bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1" [id=1125, type=Add]; -"1126 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_1" [id=1126, type=QuantizeLinear]; -"1127 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_1" [id=1127, type=DequantizeLinear]; -"1128 QuantizeLinear_bert/encoder/layer_8/attention/self/value/kernel^0_1" [id=1128, type=QuantizeLinear]; -"1129 DequantizeLinear_bert/encoder/layer_8/attention/self/value/kernel^0_1" [id=1129, type=DequantizeLinear]; -"1130 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_2" [id=1130, type=QuantizeLinear]; -"1131 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_2" [id=1131, type=DequantizeLinear]; -"1132 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_3" [id=1132, type=QuantizeLinear]; -"1133 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_3" [id=1133, type=DequantizeLinear]; +"1126 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_1" [id=1126, label="1126 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1127 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_1" [id=1127, label="1127 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1128 QuantizeLinear_bert/encoder/layer_8/attention/self/value/kernel^0_1" [id=1128, label="1128 QuantizeLinear_bert/encoder/layer_8/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"1129 DequantizeLinear_bert/encoder/layer_8/attention/self/value/kernel^0_1" [id=1129, label="1129 DequantizeLinear_bert/encoder/layer_8/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"1130 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_2" [id=1130, label="1130 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"1131 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_2" [id=1131, label="1131 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"1132 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_3" [id=1132, label="1132 QuantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"1133 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1^0_3" [id=1133, label="1133 DequantizeLinear_bert/encoder/layer_7/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "1134 bert/encoder/layer_8/attention/self/value/MatMul" [id=1134, type=MatMul]; "1135 bert/encoder/layer_8/attention/self/value/BiasAdd" [id=1135, type=Add]; "1136 bert/encoder/layer_8/attention/self/Reshape_2" [id=1136, type=Reshape]; "1137 bert/encoder/layer_8/attention/self/transpose_2" [id=1137, type=Transpose]; -"1138 QuantizeLinear_bert/encoder/layer_8/attention/self/query/kernel^0_1" [id=1138, type=QuantizeLinear]; -"1139 DequantizeLinear_bert/encoder/layer_8/attention/self/query/kernel^0_1" [id=1139, type=DequantizeLinear]; +"1138 QuantizeLinear_bert/encoder/layer_8/attention/self/query/kernel^0_1" [id=1138, label="1138 QuantizeLinear_bert/encoder/layer_8/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"1139 DequantizeLinear_bert/encoder/layer_8/attention/self/query/kernel^0_1" [id=1139, label="1139 DequantizeLinear_bert/encoder/layer_8/attention/self/query/kernel:0_1", type=DequantizeLinear]; "1140 bert/encoder/layer_8/attention/self/query/MatMul" [id=1140, type=MatMul]; "1141 bert/encoder/layer_8/attention/self/query/BiasAdd" [id=1141, type=Add]; -"1142 QuantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd^0_1" [id=1142, type=QuantizeLinear]; -"1143 DequantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd^0_1" [id=1143, type=DequantizeLinear]; +"1142 QuantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd^0_1" [id=1142, label="1142 QuantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"1143 DequantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd^0_1" [id=1143, label="1143 DequantizeLinear_bert/encoder/layer_8/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "1144 bert/encoder/layer_8/attention/self/Reshape" [id=1144, type=Reshape]; "1145 bert/encoder/layer_8/attention/self/transpose" [id=1145, type=Transpose]; -"1146 QuantizeLinear_bert/encoder/layer_8/attention/self/key/kernel^0_1" [id=1146, type=QuantizeLinear]; -"1147 DequantizeLinear_bert/encoder/layer_8/attention/self/key/kernel^0_1" [id=1147, type=DequantizeLinear]; +"1146 QuantizeLinear_bert/encoder/layer_8/attention/self/key/kernel^0_1" [id=1146, label="1146 QuantizeLinear_bert/encoder/layer_8/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"1147 DequantizeLinear_bert/encoder/layer_8/attention/self/key/kernel^0_1" [id=1147, label="1147 DequantizeLinear_bert/encoder/layer_8/attention/self/key/kernel:0_1", type=DequantizeLinear]; "1148 bert/encoder/layer_8/attention/self/key/MatMul" [id=1148, type=MatMul]; "1149 bert/encoder/layer_8/attention/self/key/BiasAdd" [id=1149, type=Add]; -"1150 QuantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd^0_1" [id=1150, type=QuantizeLinear]; -"1151 DequantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd^0_1" [id=1151, type=DequantizeLinear]; +"1150 QuantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd^0_1" [id=1150, label="1150 QuantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"1151 DequantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd^0_1" [id=1151, label="1151 DequantizeLinear_bert/encoder/layer_8/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "1152 bert/encoder/layer_8/attention/self/Reshape_1" [id=1152, type=Reshape]; "1153 bert/encoder/layer_8/attention/self/transpose_1" [id=1153, type=Transpose]; "1154 bert/encoder/layer_8/attention/self/MatMul__418" [id=1154, type=Transpose]; @@ -1159,12 +1159,12 @@ strict digraph { "1157 bert/encoder/layer_8/attention/self/add" [id=1157, type=Add]; "1158 bert/encoder/layer_8/attention/self/Softmax" [id=1158, type=Softmax]; "1159 bert/encoder/layer_8/attention/self/MatMul_1" [id=1159, type=MatMul]; -"1160 QuantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1^0_1" [id=1160, type=QuantizeLinear]; -"1161 DequantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1^0_1" [id=1161, type=DequantizeLinear]; +"1160 QuantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1^0_1" [id=1160, label="1160 QuantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"1161 DequantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1^0_1" [id=1161, label="1161 DequantizeLinear_bert/encoder/layer_8/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "1162 bert/encoder/layer_8/attention/self/transpose_3" [id=1162, type=Transpose]; "1163 bert/encoder/layer_8/attention/self/Reshape_3" [id=1163, type=Reshape]; -"1164 QuantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel^0_1" [id=1164, type=QuantizeLinear]; -"1165 DequantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel^0_1" [id=1165, type=DequantizeLinear]; +"1164 QuantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel^0_1" [id=1164, label="1164 QuantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"1165 DequantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel^0_1" [id=1165, label="1165 DequantizeLinear_bert/encoder/layer_8/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "1166 bert/encoder/layer_8/attention/output/dense/MatMul" [id=1166, type=MatMul]; "1167 bert/encoder/layer_8/attention/output/dense/BiasAdd" [id=1167, type=Add]; "1168 bert/encoder/layer_8/attention/output/add" [id=1168, type=Add]; @@ -1181,10 +1181,10 @@ strict digraph { "1179 bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/sub" [id=1179, type=Sub]; "1180 bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/mul_1" [id=1180, type=Mul]; "1181 bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1" [id=1181, type=Add]; -"1182 QuantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1182, type=QuantizeLinear]; -"1183 DequantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1183, type=DequantizeLinear]; -"1184 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel^0_1" [id=1184, type=QuantizeLinear]; -"1185 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel^0_1" [id=1185, type=DequantizeLinear]; +"1182 QuantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1182, label="1182 QuantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1183 DequantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1183, label="1183 DequantizeLinear_bert/encoder/layer_8/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1184 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel^0_1" [id=1184, label="1184 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"1185 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel^0_1" [id=1185, label="1185 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "1186 bert/encoder/layer_8/intermediate/dense/MatMul" [id=1186, type=MatMul]; "1187 bert/encoder/layer_8/intermediate/dense/BiasAdd" [id=1187, type=Add]; "1188 bert/encoder/layer_8/intermediate/dense/Pow" [id=1188, type=Pow]; @@ -1195,10 +1195,10 @@ strict digraph { "1193 bert/encoder/layer_8/intermediate/dense/add_1" [id=1193, type=Add]; "1194 bert/encoder/layer_8/intermediate/dense/mul_2" [id=1194, type=Mul]; "1195 bert/encoder/layer_8/intermediate/dense/mul_3" [id=1195, type=Mul]; -"1196 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3^0_1" [id=1196, type=QuantizeLinear]; -"1197 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3^0_1" [id=1197, type=DequantizeLinear]; -"1198 QuantizeLinear_bert/encoder/layer_8/output/dense/kernel^0_1" [id=1198, type=QuantizeLinear]; -"1199 DequantizeLinear_bert/encoder/layer_8/output/dense/kernel^0_1" [id=1199, type=DequantizeLinear]; +"1196 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3^0_1" [id=1196, label="1196 QuantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"1197 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3^0_1" [id=1197, label="1197 DequantizeLinear_bert/encoder/layer_8/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"1198 QuantizeLinear_bert/encoder/layer_8/output/dense/kernel^0_1" [id=1198, label="1198 QuantizeLinear_bert/encoder/layer_8/output/dense/kernel:0_1", type=QuantizeLinear]; +"1199 DequantizeLinear_bert/encoder/layer_8/output/dense/kernel^0_1" [id=1199, label="1199 DequantizeLinear_bert/encoder/layer_8/output/dense/kernel:0_1", type=DequantizeLinear]; "1200 bert/encoder/layer_8/output/dense/MatMul" [id=1200, type=MatMul]; "1201 bert/encoder/layer_8/output/dense/BiasAdd" [id=1201, type=Add]; "1202 bert/encoder/layer_8/output/add" [id=1202, type=Add]; @@ -1215,32 +1215,32 @@ strict digraph { "1213 bert/encoder/layer_8/output/LayerNorm/batchnorm/sub" [id=1213, type=Sub]; "1214 bert/encoder/layer_8/output/LayerNorm/batchnorm/mul_1" [id=1214, type=Mul]; "1215 bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1" [id=1215, type=Add]; -"1216 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_1" [id=1216, type=QuantizeLinear]; -"1217 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_1" [id=1217, type=DequantizeLinear]; -"1218 QuantizeLinear_bert/encoder/layer_9/attention/self/value/kernel^0_1" [id=1218, type=QuantizeLinear]; -"1219 DequantizeLinear_bert/encoder/layer_9/attention/self/value/kernel^0_1" [id=1219, type=DequantizeLinear]; -"1220 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_2" [id=1220, type=QuantizeLinear]; -"1221 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_2" [id=1221, type=DequantizeLinear]; -"1222 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_3" [id=1222, type=QuantizeLinear]; -"1223 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_3" [id=1223, type=DequantizeLinear]; +"1216 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_1" [id=1216, label="1216 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1217 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_1" [id=1217, label="1217 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1218 QuantizeLinear_bert/encoder/layer_9/attention/self/value/kernel^0_1" [id=1218, label="1218 QuantizeLinear_bert/encoder/layer_9/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"1219 DequantizeLinear_bert/encoder/layer_9/attention/self/value/kernel^0_1" [id=1219, label="1219 DequantizeLinear_bert/encoder/layer_9/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"1220 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_2" [id=1220, label="1220 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"1221 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_2" [id=1221, label="1221 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"1222 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_3" [id=1222, label="1222 QuantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"1223 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1^0_3" [id=1223, label="1223 DequantizeLinear_bert/encoder/layer_8/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "1224 bert/encoder/layer_9/attention/self/value/MatMul" [id=1224, type=MatMul]; "1225 bert/encoder/layer_9/attention/self/value/BiasAdd" [id=1225, type=Add]; "1226 bert/encoder/layer_9/attention/self/Reshape_2" [id=1226, type=Reshape]; "1227 bert/encoder/layer_9/attention/self/transpose_2" [id=1227, type=Transpose]; -"1228 QuantizeLinear_bert/encoder/layer_9/attention/self/query/kernel^0_1" [id=1228, type=QuantizeLinear]; -"1229 DequantizeLinear_bert/encoder/layer_9/attention/self/query/kernel^0_1" [id=1229, type=DequantizeLinear]; +"1228 QuantizeLinear_bert/encoder/layer_9/attention/self/query/kernel^0_1" [id=1228, label="1228 QuantizeLinear_bert/encoder/layer_9/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"1229 DequantizeLinear_bert/encoder/layer_9/attention/self/query/kernel^0_1" [id=1229, label="1229 DequantizeLinear_bert/encoder/layer_9/attention/self/query/kernel:0_1", type=DequantizeLinear]; "1230 bert/encoder/layer_9/attention/self/query/MatMul" [id=1230, type=MatMul]; "1231 bert/encoder/layer_9/attention/self/query/BiasAdd" [id=1231, type=Add]; -"1232 QuantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd^0_1" [id=1232, type=QuantizeLinear]; -"1233 DequantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd^0_1" [id=1233, type=DequantizeLinear]; +"1232 QuantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd^0_1" [id=1232, label="1232 QuantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"1233 DequantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd^0_1" [id=1233, label="1233 DequantizeLinear_bert/encoder/layer_9/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "1234 bert/encoder/layer_9/attention/self/Reshape" [id=1234, type=Reshape]; "1235 bert/encoder/layer_9/attention/self/transpose" [id=1235, type=Transpose]; -"1236 QuantizeLinear_bert/encoder/layer_9/attention/self/key/kernel^0_1" [id=1236, type=QuantizeLinear]; -"1237 DequantizeLinear_bert/encoder/layer_9/attention/self/key/kernel^0_1" [id=1237, type=DequantizeLinear]; +"1236 QuantizeLinear_bert/encoder/layer_9/attention/self/key/kernel^0_1" [id=1236, label="1236 QuantizeLinear_bert/encoder/layer_9/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"1237 DequantizeLinear_bert/encoder/layer_9/attention/self/key/kernel^0_1" [id=1237, label="1237 DequantizeLinear_bert/encoder/layer_9/attention/self/key/kernel:0_1", type=DequantizeLinear]; "1238 bert/encoder/layer_9/attention/self/key/MatMul" [id=1238, type=MatMul]; "1239 bert/encoder/layer_9/attention/self/key/BiasAdd" [id=1239, type=Add]; -"1240 QuantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd^0_1" [id=1240, type=QuantizeLinear]; -"1241 DequantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd^0_1" [id=1241, type=DequantizeLinear]; +"1240 QuantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd^0_1" [id=1240, label="1240 QuantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"1241 DequantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd^0_1" [id=1241, label="1241 DequantizeLinear_bert/encoder/layer_9/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "1242 bert/encoder/layer_9/attention/self/Reshape_1" [id=1242, type=Reshape]; "1243 bert/encoder/layer_9/attention/self/transpose_1" [id=1243, type=Transpose]; "1244 bert/encoder/layer_9/attention/self/MatMul__432" [id=1244, type=Transpose]; @@ -1249,12 +1249,12 @@ strict digraph { "1247 bert/encoder/layer_9/attention/self/add" [id=1247, type=Add]; "1248 bert/encoder/layer_9/attention/self/Softmax" [id=1248, type=Softmax]; "1249 bert/encoder/layer_9/attention/self/MatMul_1" [id=1249, type=MatMul]; -"1250 QuantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1^0_1" [id=1250, type=QuantizeLinear]; -"1251 DequantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1^0_1" [id=1251, type=DequantizeLinear]; +"1250 QuantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1^0_1" [id=1250, label="1250 QuantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"1251 DequantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1^0_1" [id=1251, label="1251 DequantizeLinear_bert/encoder/layer_9/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "1252 bert/encoder/layer_9/attention/self/transpose_3" [id=1252, type=Transpose]; "1253 bert/encoder/layer_9/attention/self/Reshape_3" [id=1253, type=Reshape]; -"1254 QuantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel^0_1" [id=1254, type=QuantizeLinear]; -"1255 DequantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel^0_1" [id=1255, type=DequantizeLinear]; +"1254 QuantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel^0_1" [id=1254, label="1254 QuantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"1255 DequantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel^0_1" [id=1255, label="1255 DequantizeLinear_bert/encoder/layer_9/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "1256 bert/encoder/layer_9/attention/output/dense/MatMul" [id=1256, type=MatMul]; "1257 bert/encoder/layer_9/attention/output/dense/BiasAdd" [id=1257, type=Add]; "1258 bert/encoder/layer_9/attention/output/add" [id=1258, type=Add]; @@ -1271,10 +1271,10 @@ strict digraph { "1269 bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/sub" [id=1269, type=Sub]; "1270 bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/mul_1" [id=1270, type=Mul]; "1271 bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1" [id=1271, type=Add]; -"1272 QuantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1272, type=QuantizeLinear]; -"1273 DequantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1273, type=DequantizeLinear]; -"1274 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel^0_1" [id=1274, type=QuantizeLinear]; -"1275 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel^0_1" [id=1275, type=DequantizeLinear]; +"1272 QuantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1272, label="1272 QuantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1273 DequantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1273, label="1273 DequantizeLinear_bert/encoder/layer_9/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1274 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel^0_1" [id=1274, label="1274 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"1275 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel^0_1" [id=1275, label="1275 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "1276 bert/encoder/layer_9/intermediate/dense/MatMul" [id=1276, type=MatMul]; "1277 bert/encoder/layer_9/intermediate/dense/BiasAdd" [id=1277, type=Add]; "1278 bert/encoder/layer_9/intermediate/dense/Pow" [id=1278, type=Pow]; @@ -1285,10 +1285,10 @@ strict digraph { "1283 bert/encoder/layer_9/intermediate/dense/add_1" [id=1283, type=Add]; "1284 bert/encoder/layer_9/intermediate/dense/mul_2" [id=1284, type=Mul]; "1285 bert/encoder/layer_9/intermediate/dense/mul_3" [id=1285, type=Mul]; -"1286 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3^0_1" [id=1286, type=QuantizeLinear]; -"1287 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3^0_1" [id=1287, type=DequantizeLinear]; -"1288 QuantizeLinear_bert/encoder/layer_9/output/dense/kernel^0_1" [id=1288, type=QuantizeLinear]; -"1289 DequantizeLinear_bert/encoder/layer_9/output/dense/kernel^0_1" [id=1289, type=DequantizeLinear]; +"1286 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3^0_1" [id=1286, label="1286 QuantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"1287 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3^0_1" [id=1287, label="1287 DequantizeLinear_bert/encoder/layer_9/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"1288 QuantizeLinear_bert/encoder/layer_9/output/dense/kernel^0_1" [id=1288, label="1288 QuantizeLinear_bert/encoder/layer_9/output/dense/kernel:0_1", type=QuantizeLinear]; +"1289 DequantizeLinear_bert/encoder/layer_9/output/dense/kernel^0_1" [id=1289, label="1289 DequantizeLinear_bert/encoder/layer_9/output/dense/kernel:0_1", type=DequantizeLinear]; "1290 bert/encoder/layer_9/output/dense/MatMul" [id=1290, type=MatMul]; "1291 bert/encoder/layer_9/output/dense/BiasAdd" [id=1291, type=Add]; "1292 bert/encoder/layer_9/output/add" [id=1292, type=Add]; @@ -1305,32 +1305,32 @@ strict digraph { "1303 bert/encoder/layer_9/output/LayerNorm/batchnorm/sub" [id=1303, type=Sub]; "1304 bert/encoder/layer_9/output/LayerNorm/batchnorm/mul_1" [id=1304, type=Mul]; "1305 bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1" [id=1305, type=Add]; -"1306 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_1" [id=1306, type=QuantizeLinear]; -"1307 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_1" [id=1307, type=DequantizeLinear]; -"1308 QuantizeLinear_bert/encoder/layer_10/attention/self/value/kernel^0_1" [id=1308, type=QuantizeLinear]; -"1309 DequantizeLinear_bert/encoder/layer_10/attention/self/value/kernel^0_1" [id=1309, type=DequantizeLinear]; -"1310 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_2" [id=1310, type=QuantizeLinear]; -"1311 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_2" [id=1311, type=DequantizeLinear]; -"1312 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_3" [id=1312, type=QuantizeLinear]; -"1313 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_3" [id=1313, type=DequantizeLinear]; +"1306 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_1" [id=1306, label="1306 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1307 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_1" [id=1307, label="1307 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1308 QuantizeLinear_bert/encoder/layer_10/attention/self/value/kernel^0_1" [id=1308, label="1308 QuantizeLinear_bert/encoder/layer_10/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"1309 DequantizeLinear_bert/encoder/layer_10/attention/self/value/kernel^0_1" [id=1309, label="1309 DequantizeLinear_bert/encoder/layer_10/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"1310 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_2" [id=1310, label="1310 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"1311 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_2" [id=1311, label="1311 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"1312 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_3" [id=1312, label="1312 QuantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"1313 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1^0_3" [id=1313, label="1313 DequantizeLinear_bert/encoder/layer_9/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "1314 bert/encoder/layer_10/attention/self/value/MatMul" [id=1314, type=MatMul]; "1315 bert/encoder/layer_10/attention/self/value/BiasAdd" [id=1315, type=Add]; "1316 bert/encoder/layer_10/attention/self/Reshape_2" [id=1316, type=Reshape]; "1317 bert/encoder/layer_10/attention/self/transpose_2" [id=1317, type=Transpose]; -"1318 QuantizeLinear_bert/encoder/layer_10/attention/self/query/kernel^0_1" [id=1318, type=QuantizeLinear]; -"1319 DequantizeLinear_bert/encoder/layer_10/attention/self/query/kernel^0_1" [id=1319, type=DequantizeLinear]; +"1318 QuantizeLinear_bert/encoder/layer_10/attention/self/query/kernel^0_1" [id=1318, label="1318 QuantizeLinear_bert/encoder/layer_10/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"1319 DequantizeLinear_bert/encoder/layer_10/attention/self/query/kernel^0_1" [id=1319, label="1319 DequantizeLinear_bert/encoder/layer_10/attention/self/query/kernel:0_1", type=DequantizeLinear]; "1320 bert/encoder/layer_10/attention/self/query/MatMul" [id=1320, type=MatMul]; "1321 bert/encoder/layer_10/attention/self/query/BiasAdd" [id=1321, type=Add]; -"1322 QuantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd^0_1" [id=1322, type=QuantizeLinear]; -"1323 DequantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd^0_1" [id=1323, type=DequantizeLinear]; +"1322 QuantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd^0_1" [id=1322, label="1322 QuantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"1323 DequantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd^0_1" [id=1323, label="1323 DequantizeLinear_bert/encoder/layer_10/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "1324 bert/encoder/layer_10/attention/self/Reshape" [id=1324, type=Reshape]; "1325 bert/encoder/layer_10/attention/self/transpose" [id=1325, type=Transpose]; -"1326 QuantizeLinear_bert/encoder/layer_10/attention/self/key/kernel^0_1" [id=1326, type=QuantizeLinear]; -"1327 DequantizeLinear_bert/encoder/layer_10/attention/self/key/kernel^0_1" [id=1327, type=DequantizeLinear]; +"1326 QuantizeLinear_bert/encoder/layer_10/attention/self/key/kernel^0_1" [id=1326, label="1326 QuantizeLinear_bert/encoder/layer_10/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"1327 DequantizeLinear_bert/encoder/layer_10/attention/self/key/kernel^0_1" [id=1327, label="1327 DequantizeLinear_bert/encoder/layer_10/attention/self/key/kernel:0_1", type=DequantizeLinear]; "1328 bert/encoder/layer_10/attention/self/key/MatMul" [id=1328, type=MatMul]; "1329 bert/encoder/layer_10/attention/self/key/BiasAdd" [id=1329, type=Add]; -"1330 QuantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd^0_1" [id=1330, type=QuantizeLinear]; -"1331 DequantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd^0_1" [id=1331, type=DequantizeLinear]; +"1330 QuantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd^0_1" [id=1330, label="1330 QuantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"1331 DequantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd^0_1" [id=1331, label="1331 DequantizeLinear_bert/encoder/layer_10/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "1332 bert/encoder/layer_10/attention/self/Reshape_1" [id=1332, type=Reshape]; "1333 bert/encoder/layer_10/attention/self/transpose_1" [id=1333, type=Transpose]; "1334 bert/encoder/layer_10/attention/self/MatMul__446" [id=1334, type=Transpose]; @@ -1339,12 +1339,12 @@ strict digraph { "1337 bert/encoder/layer_10/attention/self/add" [id=1337, type=Add]; "1338 bert/encoder/layer_10/attention/self/Softmax" [id=1338, type=Softmax]; "1339 bert/encoder/layer_10/attention/self/MatMul_1" [id=1339, type=MatMul]; -"1340 QuantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1^0_1" [id=1340, type=QuantizeLinear]; -"1341 DequantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1^0_1" [id=1341, type=DequantizeLinear]; +"1340 QuantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1^0_1" [id=1340, label="1340 QuantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"1341 DequantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1^0_1" [id=1341, label="1341 DequantizeLinear_bert/encoder/layer_10/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "1342 bert/encoder/layer_10/attention/self/transpose_3" [id=1342, type=Transpose]; "1343 bert/encoder/layer_10/attention/self/Reshape_3" [id=1343, type=Reshape]; -"1344 QuantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel^0_1" [id=1344, type=QuantizeLinear]; -"1345 DequantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel^0_1" [id=1345, type=DequantizeLinear]; +"1344 QuantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel^0_1" [id=1344, label="1344 QuantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"1345 DequantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel^0_1" [id=1345, label="1345 DequantizeLinear_bert/encoder/layer_10/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "1346 bert/encoder/layer_10/attention/output/dense/MatMul" [id=1346, type=MatMul]; "1347 bert/encoder/layer_10/attention/output/dense/BiasAdd" [id=1347, type=Add]; "1348 bert/encoder/layer_10/attention/output/add" [id=1348, type=Add]; @@ -1361,10 +1361,10 @@ strict digraph { "1359 bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/sub" [id=1359, type=Sub]; "1360 bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/mul_1" [id=1360, type=Mul]; "1361 bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1" [id=1361, type=Add]; -"1362 QuantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1362, type=QuantizeLinear]; -"1363 DequantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1363, type=DequantizeLinear]; -"1364 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel^0_1" [id=1364, type=QuantizeLinear]; -"1365 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel^0_1" [id=1365, type=DequantizeLinear]; +"1362 QuantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1362, label="1362 QuantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1363 DequantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1363, label="1363 DequantizeLinear_bert/encoder/layer_10/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1364 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel^0_1" [id=1364, label="1364 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"1365 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel^0_1" [id=1365, label="1365 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "1366 bert/encoder/layer_10/intermediate/dense/MatMul" [id=1366, type=MatMul]; "1367 bert/encoder/layer_10/intermediate/dense/BiasAdd" [id=1367, type=Add]; "1368 bert/encoder/layer_10/intermediate/dense/Pow" [id=1368, type=Pow]; @@ -1375,10 +1375,10 @@ strict digraph { "1373 bert/encoder/layer_10/intermediate/dense/add_1" [id=1373, type=Add]; "1374 bert/encoder/layer_10/intermediate/dense/mul_2" [id=1374, type=Mul]; "1375 bert/encoder/layer_10/intermediate/dense/mul_3" [id=1375, type=Mul]; -"1376 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3^0_1" [id=1376, type=QuantizeLinear]; -"1377 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3^0_1" [id=1377, type=DequantizeLinear]; -"1378 QuantizeLinear_bert/encoder/layer_10/output/dense/kernel^0_1" [id=1378, type=QuantizeLinear]; -"1379 DequantizeLinear_bert/encoder/layer_10/output/dense/kernel^0_1" [id=1379, type=DequantizeLinear]; +"1376 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3^0_1" [id=1376, label="1376 QuantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"1377 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3^0_1" [id=1377, label="1377 DequantizeLinear_bert/encoder/layer_10/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"1378 QuantizeLinear_bert/encoder/layer_10/output/dense/kernel^0_1" [id=1378, label="1378 QuantizeLinear_bert/encoder/layer_10/output/dense/kernel:0_1", type=QuantizeLinear]; +"1379 DequantizeLinear_bert/encoder/layer_10/output/dense/kernel^0_1" [id=1379, label="1379 DequantizeLinear_bert/encoder/layer_10/output/dense/kernel:0_1", type=DequantizeLinear]; "1380 bert/encoder/layer_10/output/dense/MatMul" [id=1380, type=MatMul]; "1381 bert/encoder/layer_10/output/dense/BiasAdd" [id=1381, type=Add]; "1382 bert/encoder/layer_10/output/add" [id=1382, type=Add]; @@ -1395,32 +1395,32 @@ strict digraph { "1393 bert/encoder/layer_10/output/LayerNorm/batchnorm/sub" [id=1393, type=Sub]; "1394 bert/encoder/layer_10/output/LayerNorm/batchnorm/mul_1" [id=1394, type=Mul]; "1395 bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1" [id=1395, type=Add]; -"1396 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_1" [id=1396, type=QuantizeLinear]; -"1397 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_1" [id=1397, type=DequantizeLinear]; -"1398 QuantizeLinear_bert/encoder/layer_11/attention/self/value/kernel^0_1" [id=1398, type=QuantizeLinear]; -"1399 DequantizeLinear_bert/encoder/layer_11/attention/self/value/kernel^0_1" [id=1399, type=DequantizeLinear]; -"1400 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_2" [id=1400, type=QuantizeLinear]; -"1401 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_2" [id=1401, type=DequantizeLinear]; -"1402 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_3" [id=1402, type=QuantizeLinear]; -"1403 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_3" [id=1403, type=DequantizeLinear]; +"1396 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_1" [id=1396, label="1396 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1397 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_1" [id=1397, label="1397 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1398 QuantizeLinear_bert/encoder/layer_11/attention/self/value/kernel^0_1" [id=1398, label="1398 QuantizeLinear_bert/encoder/layer_11/attention/self/value/kernel:0_1", type=QuantizeLinear]; +"1399 DequantizeLinear_bert/encoder/layer_11/attention/self/value/kernel^0_1" [id=1399, label="1399 DequantizeLinear_bert/encoder/layer_11/attention/self/value/kernel:0_1", type=DequantizeLinear]; +"1400 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_2" [id=1400, label="1400 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_2", type=QuantizeLinear]; +"1401 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_2" [id=1401, label="1401 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_2", type=DequantizeLinear]; +"1402 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_3" [id=1402, label="1402 QuantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_3", type=QuantizeLinear]; +"1403 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1^0_3" [id=1403, label="1403 DequantizeLinear_bert/encoder/layer_10/output/LayerNorm/batchnorm/add_1:0_3", type=DequantizeLinear]; "1404 bert/encoder/layer_11/attention/self/value/MatMul" [id=1404, type=MatMul]; "1405 bert/encoder/layer_11/attention/self/value/BiasAdd" [id=1405, type=Add]; "1406 bert/encoder/layer_11/attention/self/Reshape_2" [id=1406, type=Reshape]; "1407 bert/encoder/layer_11/attention/self/transpose_2" [id=1407, type=Transpose]; -"1408 QuantizeLinear_bert/encoder/layer_11/attention/self/query/kernel^0_1" [id=1408, type=QuantizeLinear]; -"1409 DequantizeLinear_bert/encoder/layer_11/attention/self/query/kernel^0_1" [id=1409, type=DequantizeLinear]; +"1408 QuantizeLinear_bert/encoder/layer_11/attention/self/query/kernel^0_1" [id=1408, label="1408 QuantizeLinear_bert/encoder/layer_11/attention/self/query/kernel:0_1", type=QuantizeLinear]; +"1409 DequantizeLinear_bert/encoder/layer_11/attention/self/query/kernel^0_1" [id=1409, label="1409 DequantizeLinear_bert/encoder/layer_11/attention/self/query/kernel:0_1", type=DequantizeLinear]; "1410 bert/encoder/layer_11/attention/self/query/MatMul" [id=1410, type=MatMul]; "1411 bert/encoder/layer_11/attention/self/query/BiasAdd" [id=1411, type=Add]; -"1412 QuantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd^0_1" [id=1412, type=QuantizeLinear]; -"1413 DequantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd^0_1" [id=1413, type=DequantizeLinear]; +"1412 QuantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd^0_1" [id=1412, label="1412 QuantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd:0_1", type=QuantizeLinear]; +"1413 DequantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd^0_1" [id=1413, label="1413 DequantizeLinear_bert/encoder/layer_11/attention/self/query/BiasAdd:0_1", type=DequantizeLinear]; "1414 bert/encoder/layer_11/attention/self/Reshape" [id=1414, type=Reshape]; "1415 bert/encoder/layer_11/attention/self/transpose" [id=1415, type=Transpose]; -"1416 QuantizeLinear_bert/encoder/layer_11/attention/self/key/kernel^0_1" [id=1416, type=QuantizeLinear]; -"1417 DequantizeLinear_bert/encoder/layer_11/attention/self/key/kernel^0_1" [id=1417, type=DequantizeLinear]; +"1416 QuantizeLinear_bert/encoder/layer_11/attention/self/key/kernel^0_1" [id=1416, label="1416 QuantizeLinear_bert/encoder/layer_11/attention/self/key/kernel:0_1", type=QuantizeLinear]; +"1417 DequantizeLinear_bert/encoder/layer_11/attention/self/key/kernel^0_1" [id=1417, label="1417 DequantizeLinear_bert/encoder/layer_11/attention/self/key/kernel:0_1", type=DequantizeLinear]; "1418 bert/encoder/layer_11/attention/self/key/MatMul" [id=1418, type=MatMul]; "1419 bert/encoder/layer_11/attention/self/key/BiasAdd" [id=1419, type=Add]; -"1420 QuantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd^0_1" [id=1420, type=QuantizeLinear]; -"1421 DequantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd^0_1" [id=1421, type=DequantizeLinear]; +"1420 QuantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd^0_1" [id=1420, label="1420 QuantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd:0_1", type=QuantizeLinear]; +"1421 DequantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd^0_1" [id=1421, label="1421 DequantizeLinear_bert/encoder/layer_11/attention/self/key/BiasAdd:0_1", type=DequantizeLinear]; "1422 bert/encoder/layer_11/attention/self/Reshape_1" [id=1422, type=Reshape]; "1423 bert/encoder/layer_11/attention/self/transpose_1" [id=1423, type=Transpose]; "1424 bert/encoder/layer_11/attention/self/MatMul__460" [id=1424, type=Transpose]; @@ -1429,12 +1429,12 @@ strict digraph { "1427 bert/encoder/layer_11/attention/self/add" [id=1427, type=Add]; "1428 bert/encoder/layer_11/attention/self/Softmax" [id=1428, type=Softmax]; "1429 bert/encoder/layer_11/attention/self/MatMul_1" [id=1429, type=MatMul]; -"1430 QuantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1^0_1" [id=1430, type=QuantizeLinear]; -"1431 DequantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1^0_1" [id=1431, type=DequantizeLinear]; +"1430 QuantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1^0_1" [id=1430, label="1430 QuantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1:0_1", type=QuantizeLinear]; +"1431 DequantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1^0_1" [id=1431, label="1431 DequantizeLinear_bert/encoder/layer_11/attention/self/MatMul_1:0_1", type=DequantizeLinear]; "1432 bert/encoder/layer_11/attention/self/transpose_3" [id=1432, type=Transpose]; "1433 bert/encoder/layer_11/attention/self/Reshape_3" [id=1433, type=Reshape]; -"1434 QuantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel^0_1" [id=1434, type=QuantizeLinear]; -"1435 DequantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel^0_1" [id=1435, type=DequantizeLinear]; +"1434 QuantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel^0_1" [id=1434, label="1434 QuantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel:0_1", type=QuantizeLinear]; +"1435 DequantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel^0_1" [id=1435, label="1435 DequantizeLinear_bert/encoder/layer_11/attention/output/dense/kernel:0_1", type=DequantizeLinear]; "1436 bert/encoder/layer_11/attention/output/dense/MatMul" [id=1436, type=MatMul]; "1437 bert/encoder/layer_11/attention/output/dense/BiasAdd" [id=1437, type=Add]; "1438 bert/encoder/layer_11/attention/output/add" [id=1438, type=Add]; @@ -1451,10 +1451,10 @@ strict digraph { "1449 bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/sub" [id=1449, type=Sub]; "1450 bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/mul_1" [id=1450, type=Mul]; "1451 bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1" [id=1451, type=Add]; -"1452 QuantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1452, type=QuantizeLinear]; -"1453 DequantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1453, type=DequantizeLinear]; -"1454 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel^0_1" [id=1454, type=QuantizeLinear]; -"1455 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel^0_1" [id=1455, type=DequantizeLinear]; +"1452 QuantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1452, label="1452 QuantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1453 DequantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1^0_1" [id=1453, label="1453 DequantizeLinear_bert/encoder/layer_11/attention/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; +"1454 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel^0_1" [id=1454, label="1454 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel:0_1", type=QuantizeLinear]; +"1455 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel^0_1" [id=1455, label="1455 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/kernel:0_1", type=DequantizeLinear]; "1456 bert/encoder/layer_11/intermediate/dense/MatMul" [id=1456, type=MatMul]; "1457 bert/encoder/layer_11/intermediate/dense/BiasAdd" [id=1457, type=Add]; "1458 bert/encoder/layer_11/intermediate/dense/Pow" [id=1458, type=Pow]; @@ -1465,10 +1465,10 @@ strict digraph { "1463 bert/encoder/layer_11/intermediate/dense/add_1" [id=1463, type=Add]; "1464 bert/encoder/layer_11/intermediate/dense/mul_2" [id=1464, type=Mul]; "1465 bert/encoder/layer_11/intermediate/dense/mul_3" [id=1465, type=Mul]; -"1466 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3^0_1" [id=1466, type=QuantizeLinear]; -"1467 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3^0_1" [id=1467, type=DequantizeLinear]; -"1468 QuantizeLinear_bert/encoder/layer_11/output/dense/kernel^0_1" [id=1468, type=QuantizeLinear]; -"1469 DequantizeLinear_bert/encoder/layer_11/output/dense/kernel^0_1" [id=1469, type=DequantizeLinear]; +"1466 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3^0_1" [id=1466, label="1466 QuantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3:0_1", type=QuantizeLinear]; +"1467 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3^0_1" [id=1467, label="1467 DequantizeLinear_bert/encoder/layer_11/intermediate/dense/mul_3:0_1", type=DequantizeLinear]; +"1468 QuantizeLinear_bert/encoder/layer_11/output/dense/kernel^0_1" [id=1468, label="1468 QuantizeLinear_bert/encoder/layer_11/output/dense/kernel:0_1", type=QuantizeLinear]; +"1469 DequantizeLinear_bert/encoder/layer_11/output/dense/kernel^0_1" [id=1469, label="1469 DequantizeLinear_bert/encoder/layer_11/output/dense/kernel:0_1", type=DequantizeLinear]; "1470 bert/encoder/layer_11/output/dense/MatMul" [id=1470, type=MatMul]; "1471 bert/encoder/layer_11/output/dense/BiasAdd" [id=1471, type=Add]; "1472 bert/encoder/layer_11/output/add" [id=1472, type=Add]; @@ -1485,8 +1485,8 @@ strict digraph { "1483 bert/encoder/layer_11/output/LayerNorm/batchnorm/sub" [id=1483, type=Sub]; "1484 bert/encoder/layer_11/output/LayerNorm/batchnorm/mul_1" [id=1484, type=Mul]; "1485 bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1" [id=1485, type=Add]; -"1486 QuantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1^0_1" [id=1486, type=QuantizeLinear]; -"1487 DequantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1^0_1" [id=1487, type=DequantizeLinear]; +"1486 QuantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1^0_1" [id=1486, label="1486 QuantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1:0_1", type=QuantizeLinear]; +"1487 DequantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1^0_1" [id=1487, label="1487 DequantizeLinear_bert/encoder/layer_11/output/LayerNorm/batchnorm/add_1:0_1", type=DequantizeLinear]; "1488 bert/encoder/Reshape_13" [id=1488, type=Reshape]; "1489 Shape_1" [id=1489, type=Shape]; "1490 Shape_1__472" [id=1490, type=Cast]; @@ -1501,8 +1501,8 @@ strict digraph { "1499 Reshape_1/shape_Concat__481" [id=1499, type=Concat]; "1500 Reshape_1__487" [id=1500, type=Cast]; "1501 Reshape" [id=1501, type=Reshape]; -"1502 QuantizeLinear_MatMul__486^0_1" [id=1502, type=QuantizeLinear]; -"1503 DequantizeLinear_MatMul__486^0_1" [id=1503, type=DequantizeLinear]; +"1502 QuantizeLinear_MatMul__486^0_1" [id=1502, label="1502 QuantizeLinear_MatMul__486:0_1", type=QuantizeLinear]; +"1503 DequantizeLinear_MatMul__486^0_1" [id=1503, label="1503 DequantizeLinear_MatMul__486:0_1", type=DequantizeLinear]; "1504 MatMul" [id=1504, type=MatMul]; "1505 BiasAdd" [id=1505, type=Add]; "1506 Reshape_1" [id=1506, type=Reshape]; diff --git a/tests/onnx/data/reference_graphs/quantization/ssd_mobilenet_v1_12.dot b/tests/onnx/data/reference_graphs/quantization/ssd_mobilenet_v1_12.dot index 8ba3dfc9190..eda1597bfef 100644 --- a/tests/onnx/data/reference_graphs/quantization/ssd_mobilenet_v1_12.dot +++ b/tests/onnx/data/reference_graphs/quantization/ssd_mobilenet_v1_12.dot @@ -11,146 +11,146 @@ strict digraph { "9 Postprocessor/ToFloat" [id=9, type=Cast]; "10 Preprocessor/sub" [id=10, type=Sub]; "11 Postprocessor/unstack" [id=11, type=Split]; -"12 QuantizeLinear_Preprocessor/sub^0_1" [id=12, type=QuantizeLinear]; +"12 QuantizeLinear_Preprocessor/sub^0_1" [id=12, label="12 QuantizeLinear_Preprocessor/sub:0_1", type=QuantizeLinear]; "13 Postprocessor/unstack__145" [id=13, type=Squeeze]; "14 Postprocessor/unstack__146" [id=14, type=Squeeze]; -"15 DequantizeLinear_Preprocessor/sub^0_1" [id=15, type=DequantizeLinear]; -"16 QuantizeLinear_Postprocessor/unstack__145^0_1" [id=16, type=QuantizeLinear]; +"15 DequantizeLinear_Preprocessor/sub^0_1" [id=15, label="15 DequantizeLinear_Preprocessor/sub:0_1", type=DequantizeLinear]; +"16 QuantizeLinear_Postprocessor/unstack__145^0_1" [id=16, label="16 QuantizeLinear_Postprocessor/unstack__145:0_1", type=QuantizeLinear]; "17 Cast__153" [id=17, type=Cast]; -"18 QuantizeLinear_Postprocessor/unstack__146^0_1" [id=18, type=QuantizeLinear]; +"18 QuantizeLinear_Postprocessor/unstack__146^0_1" [id=18, label="18 QuantizeLinear_Postprocessor/unstack__146:0_1", type=QuantizeLinear]; "19 Cast__148" [id=19, type=Cast]; "20 Conv__5257" [id=20, type=Conv]; -"21 DequantizeLinear_Postprocessor/unstack__145^0_1" [id=21, type=DequantizeLinear]; +"21 DequantizeLinear_Postprocessor/unstack__145^0_1" [id=21, label="21 DequantizeLinear_Postprocessor/unstack__145:0_1", type=DequantizeLinear]; "22 Mul__156" [id=22, type=Mul]; -"23 DequantizeLinear_Postprocessor/unstack__146^0_1" [id=23, type=DequantizeLinear]; +"23 DequantizeLinear_Postprocessor/unstack__146^0_1" [id=23, label="23 DequantizeLinear_Postprocessor/unstack__146:0_1", type=DequantizeLinear]; "24 Mul__151" [id=24, type=Mul]; "25 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6" [id=25, type=Clip]; "26 Postprocessor/div" [id=26, type=Mul]; "27 Postprocessor/zeros_like" [id=27, type=Cast]; "28 Postprocessor/div_1" [id=28, type=Mul]; "29 Postprocessor/zeros_like_1" [id=29, type=Cast]; -"30 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6^0_1" [id=30, type=QuantizeLinear]; +"30 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6^0_1" [id=30, label="30 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6:0_1", type=QuantizeLinear]; "31 Postprocessor/stack_1_Unsqueeze__456" [id=31, type=Unsqueeze]; "32 Postprocessor/stack_1_Unsqueeze__454" [id=32, type=Unsqueeze]; "33 Postprocessor/stack_1_Unsqueeze__457" [id=33, type=Unsqueeze]; "34 Postprocessor/stack_1_Unsqueeze__455" [id=34, type=Unsqueeze]; -"35 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6^0_1" [id=35, type=DequantizeLinear]; +"35 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6^0_1" [id=35, label="35 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_0/Relu6:0_1", type=DequantizeLinear]; "36 Postprocessor/stack_1_Concat__458" [id=36, type=Concat]; "37 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/depthwise" [id=37, type=Conv]; "38 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/BatchNorm/batchnorm/mul_1" [id=38, type=Mul]; "39 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/BatchNorm/batchnorm/add_1" [id=39, type=Add]; "40 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6" [id=40, type=Clip]; -"41 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6^0_1" [id=41, type=QuantizeLinear]; -"42 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6^0_1" [id=42, type=DequantizeLinear]; +"41 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6^0_1" [id=41, label="41 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6:0_1", type=QuantizeLinear]; +"42 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6^0_1" [id=42, label="42 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_depthwise/Relu6:0_1", type=DequantizeLinear]; "43 Conv__5268" [id=43, type=Conv]; "44 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Relu6" [id=44, type=Clip]; -"45 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Relu6^0_1" [id=45, type=QuantizeLinear]; -"46 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Relu6^0_1" [id=46, type=DequantizeLinear]; +"45 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Relu6^0_1" [id=45, label="45 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Relu6:0_1", type=QuantizeLinear]; +"46 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Relu6^0_1" [id=46, label="46 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_1_pointwise/Relu6:0_1", type=DequantizeLinear]; "47 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/depthwise" [id=47, type=Conv]; "48 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/BatchNorm/batchnorm/mul_1" [id=48, type=Mul]; "49 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/BatchNorm/batchnorm/add_1" [id=49, type=Add]; "50 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/Relu6" [id=50, type=Clip]; -"51 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/Relu6^0_1" [id=51, type=QuantizeLinear]; -"52 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/Relu6^0_1" [id=52, type=DequantizeLinear]; +"51 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/Relu6^0_1" [id=51, label="51 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/Relu6:0_1", type=QuantizeLinear]; +"52 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/Relu6^0_1" [id=52, label="52 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_depthwise/Relu6:0_1", type=DequantizeLinear]; "53 Conv__5278" [id=53, type=Conv]; "54 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Relu6" [id=54, type=Clip]; -"55 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Relu6^0_1" [id=55, type=QuantizeLinear]; -"56 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Relu6^0_1" [id=56, type=DequantizeLinear]; +"55 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Relu6^0_1" [id=55, label="55 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Relu6:0_1", type=QuantizeLinear]; +"56 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Relu6^0_1" [id=56, label="56 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_2_pointwise/Relu6:0_1", type=DequantizeLinear]; "57 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/depthwise" [id=57, type=Conv]; "58 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/BatchNorm/batchnorm/mul_1" [id=58, type=Mul]; "59 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/BatchNorm/batchnorm/add_1" [id=59, type=Add]; "60 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/Relu6" [id=60, type=Clip]; -"61 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/Relu6^0_1" [id=61, type=QuantizeLinear]; -"62 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/Relu6^0_1" [id=62, type=DequantizeLinear]; +"61 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/Relu6^0_1" [id=61, label="61 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/Relu6:0_1", type=QuantizeLinear]; +"62 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/Relu6^0_1" [id=62, label="62 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_depthwise/Relu6:0_1", type=DequantizeLinear]; "63 Conv__5288" [id=63, type=Conv]; "64 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Relu6" [id=64, type=Clip]; -"65 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Relu6^0_1" [id=65, type=QuantizeLinear]; -"66 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Relu6^0_1" [id=66, type=DequantizeLinear]; +"65 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Relu6^0_1" [id=65, label="65 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Relu6:0_1", type=QuantizeLinear]; +"66 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Relu6^0_1" [id=66, label="66 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_3_pointwise/Relu6:0_1", type=DequantizeLinear]; "67 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/depthwise" [id=67, type=Conv]; "68 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/BatchNorm/batchnorm/mul_1" [id=68, type=Mul]; "69 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/BatchNorm/batchnorm/add_1" [id=69, type=Add]; "70 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/Relu6" [id=70, type=Clip]; -"71 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/Relu6^0_1" [id=71, type=QuantizeLinear]; -"72 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/Relu6^0_1" [id=72, type=DequantizeLinear]; +"71 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/Relu6^0_1" [id=71, label="71 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/Relu6:0_1", type=QuantizeLinear]; +"72 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/Relu6^0_1" [id=72, label="72 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_depthwise/Relu6:0_1", type=DequantizeLinear]; "73 Conv__5298" [id=73, type=Conv]; "74 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Relu6" [id=74, type=Clip]; -"75 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Relu6^0_1" [id=75, type=QuantizeLinear]; -"76 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Relu6^0_1" [id=76, type=DequantizeLinear]; +"75 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Relu6^0_1" [id=75, label="75 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Relu6:0_1", type=QuantizeLinear]; +"76 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Relu6^0_1" [id=76, label="76 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_4_pointwise/Relu6:0_1", type=DequantizeLinear]; "77 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/depthwise" [id=77, type=Conv]; "78 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/BatchNorm/batchnorm/mul_1" [id=78, type=Mul]; "79 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/BatchNorm/batchnorm/add_1" [id=79, type=Add]; "80 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/Relu6" [id=80, type=Clip]; -"81 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/Relu6^0_1" [id=81, type=QuantizeLinear]; -"82 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/Relu6^0_1" [id=82, type=DequantizeLinear]; +"81 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/Relu6^0_1" [id=81, label="81 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/Relu6:0_1", type=QuantizeLinear]; +"82 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/Relu6^0_1" [id=82, label="82 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_depthwise/Relu6:0_1", type=DequantizeLinear]; "83 Conv__5308" [id=83, type=Conv]; "84 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_pointwise/Relu6" [id=84, type=Clip]; -"85 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_pointwise/Relu6^0_1" [id=85, type=QuantizeLinear]; -"86 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_pointwise/Relu6^0_1" [id=86, type=DequantizeLinear]; +"85 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_pointwise/Relu6^0_1" [id=85, label="85 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_pointwise/Relu6:0_1", type=QuantizeLinear]; +"86 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_pointwise/Relu6^0_1" [id=86, label="86 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_5_pointwise/Relu6:0_1", type=DequantizeLinear]; "87 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/depthwise" [id=87, type=Conv]; "88 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/BatchNorm/batchnorm/mul_1" [id=88, type=Mul]; "89 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/BatchNorm/batchnorm/add_1" [id=89, type=Add]; "90 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/Relu6" [id=90, type=Clip]; -"91 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/Relu6^0_1" [id=91, type=QuantizeLinear]; -"92 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/Relu6^0_1" [id=92, type=DequantizeLinear]; +"91 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/Relu6^0_1" [id=91, label="91 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/Relu6:0_1", type=QuantizeLinear]; +"92 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/Relu6^0_1" [id=92, label="92 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_depthwise/Relu6:0_1", type=DequantizeLinear]; "93 Conv__5318" [id=93, type=Conv]; "94 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_pointwise/Relu6" [id=94, type=Clip]; -"95 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_pointwise/Relu6^0_1" [id=95, type=QuantizeLinear]; -"96 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_pointwise/Relu6^0_1" [id=96, type=DequantizeLinear]; +"95 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_pointwise/Relu6^0_1" [id=95, label="95 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_pointwise/Relu6:0_1", type=QuantizeLinear]; +"96 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_pointwise/Relu6^0_1" [id=96, label="96 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_6_pointwise/Relu6:0_1", type=DequantizeLinear]; "97 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/depthwise" [id=97, type=Conv]; "98 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/BatchNorm/batchnorm/mul_1" [id=98, type=Mul]; "99 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/BatchNorm/batchnorm/add_1" [id=99, type=Add]; "100 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/Relu6" [id=100, type=Clip]; -"101 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/Relu6^0_1" [id=101, type=QuantizeLinear]; -"102 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/Relu6^0_1" [id=102, type=DequantizeLinear]; +"101 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/Relu6^0_1" [id=101, label="101 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/Relu6:0_1", type=QuantizeLinear]; +"102 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/Relu6^0_1" [id=102, label="102 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_depthwise/Relu6:0_1", type=DequantizeLinear]; "103 Conv__5328" [id=103, type=Conv]; "104 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Relu6" [id=104, type=Clip]; -"105 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Relu6^0_1" [id=105, type=QuantizeLinear]; -"106 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Relu6^0_1" [id=106, type=DequantizeLinear]; +"105 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Relu6^0_1" [id=105, label="105 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Relu6:0_1", type=QuantizeLinear]; +"106 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Relu6^0_1" [id=106, label="106 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_7_pointwise/Relu6:0_1", type=DequantizeLinear]; "107 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/depthwise" [id=107, type=Conv]; "108 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/BatchNorm/batchnorm/mul_1" [id=108, type=Mul]; "109 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/BatchNorm/batchnorm/add_1" [id=109, type=Add]; "110 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/Relu6" [id=110, type=Clip]; -"111 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/Relu6^0_1" [id=111, type=QuantizeLinear]; -"112 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/Relu6^0_1" [id=112, type=DequantizeLinear]; +"111 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/Relu6^0_1" [id=111, label="111 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/Relu6:0_1", type=QuantizeLinear]; +"112 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/Relu6^0_1" [id=112, label="112 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_depthwise/Relu6:0_1", type=DequantizeLinear]; "113 Conv__5338" [id=113, type=Conv]; "114 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Relu6" [id=114, type=Clip]; -"115 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Relu6^0_1" [id=115, type=QuantizeLinear]; -"116 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Relu6^0_1" [id=116, type=DequantizeLinear]; +"115 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Relu6^0_1" [id=115, label="115 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Relu6:0_1", type=QuantizeLinear]; +"116 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Relu6^0_1" [id=116, label="116 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_8_pointwise/Relu6:0_1", type=DequantizeLinear]; "117 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/depthwise" [id=117, type=Conv]; "118 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/BatchNorm/batchnorm/mul_1" [id=118, type=Mul]; "119 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/BatchNorm/batchnorm/add_1" [id=119, type=Add]; "120 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/Relu6" [id=120, type=Clip]; -"121 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/Relu6^0_1" [id=121, type=QuantizeLinear]; -"122 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/Relu6^0_1" [id=122, type=DequantizeLinear]; +"121 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/Relu6^0_1" [id=121, label="121 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/Relu6:0_1", type=QuantizeLinear]; +"122 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/Relu6^0_1" [id=122, label="122 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_depthwise/Relu6:0_1", type=DequantizeLinear]; "123 Conv__5348" [id=123, type=Conv]; "124 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6" [id=124, type=Clip]; -"125 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6^0_1" [id=125, type=QuantizeLinear]; -"126 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6^0_1" [id=126, type=DequantizeLinear]; +"125 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6^0_1" [id=125, label="125 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6:0_1", type=QuantizeLinear]; +"126 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6^0_1" [id=126, label="126 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_9_pointwise/Relu6:0_1", type=DequantizeLinear]; "127 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/depthwise" [id=127, type=Conv]; "128 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/BatchNorm/batchnorm/mul_1" [id=128, type=Mul]; "129 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/BatchNorm/batchnorm/add_1" [id=129, type=Add]; "130 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6" [id=130, type=Clip]; -"131 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6^0_1" [id=131, type=QuantizeLinear]; -"132 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6^0_1" [id=132, type=DequantizeLinear]; +"131 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6^0_1" [id=131, label="131 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6:0_1", type=QuantizeLinear]; +"132 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6^0_1" [id=132, label="132 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_depthwise/Relu6:0_1", type=DequantizeLinear]; "133 Conv__5358" [id=133, type=Conv]; "134 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6" [id=134, type=Clip]; -"135 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6^0_1" [id=135, type=QuantizeLinear]; -"136 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6^0_1" [id=136, type=DequantizeLinear]; +"135 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6^0_1" [id=135, label="135 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6:0_1", type=QuantizeLinear]; +"136 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6^0_1" [id=136, label="136 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_10_pointwise/Relu6:0_1", type=DequantizeLinear]; "137 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/depthwise" [id=137, type=Conv]; "138 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/BatchNorm/batchnorm/mul_1" [id=138, type=Mul]; "139 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/BatchNorm/batchnorm/add_1" [id=139, type=Add]; "140 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6" [id=140, type=Clip]; -"141 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6^0_1" [id=141, type=QuantizeLinear]; -"142 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6^0_1" [id=142, type=DequantizeLinear]; +"141 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6^0_1" [id=141, label="141 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6:0_1", type=QuantizeLinear]; +"142 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6^0_1" [id=142, label="142 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_depthwise/Relu6:0_1", type=DequantizeLinear]; "143 Conv__5368" [id=143, type=Conv]; "144 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6" [id=144, type=Clip]; -"145 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_3" [id=145, type=QuantizeLinear]; -"146 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_2" [id=146, type=QuantizeLinear]; -"147 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_1" [id=147, type=QuantizeLinear]; +"145 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_3" [id=145, label="145 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_3", type=QuantizeLinear]; +"146 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_2" [id=146, label="146 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_2", type=QuantizeLinear]; +"147 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_1" [id=147, label="147 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_1", type=QuantizeLinear]; "148 Shape__5452" [id=148, type=Shape]; -"149 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_3" [id=149, type=DequantizeLinear]; -"150 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_2" [id=150, type=DequantizeLinear]; -"151 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_1" [id=151, type=DequantizeLinear]; +"149 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_3" [id=149, label="149 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_3", type=DequantizeLinear]; +"150 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_2" [id=150, label="150 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_2", type=DequantizeLinear]; +"151 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6^0_1" [id=151, label="151 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_11_pointwise/Relu6:0_1", type=DequantizeLinear]; "152 Gather__5455" [id=152, type=Gather]; "153 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/depthwise" [id=153, type=Conv]; "154 BoxPredictor_0/ClassPredictor/BiasAdd" [id=154, type=Conv]; @@ -170,24 +170,24 @@ strict digraph { "168 concat" [id=168, type=Concat]; "169 BoxPredictor_0/Reshape__605" [id=169, type=Cast]; "170 BoxPredictor_0/Reshape_1__597" [id=170, type=Cast]; -"171 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6^0_1" [id=171, type=QuantizeLinear]; +"171 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6^0_1" [id=171, label="171 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6:0_1", type=QuantizeLinear]; "172 Postprocessor/convert_scores" [id=172, type=Sigmoid]; "173 Squeeze" [id=173, type=Squeeze]; -"174 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6^0_1" [id=174, type=DequantizeLinear]; +"174 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6^0_1" [id=174, label="174 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_depthwise/Relu6:0_1", type=DequantizeLinear]; "175 Postprocessor/Slice" [id=175, type=Slice]; -"176 QuantizeLinear_Squeeze^0_1" [id=176, type=QuantizeLinear]; +"176 QuantizeLinear_Squeeze^0_1" [id=176, label="176 QuantizeLinear_Squeeze:0_1", type=QuantizeLinear]; "177 Postprocessor/Shape" [id=177, type=Shape]; "178 Conv__5386" [id=178, type=Conv]; -"179 DequantizeLinear_Squeeze^0_1" [id=179, type=DequantizeLinear]; +"179 DequantizeLinear_Squeeze^0_1" [id=179, label="179 DequantizeLinear_Squeeze:0_1", type=DequantizeLinear]; "180 Postprocessor/Shape__606" [id=180, type=Cast]; "181 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6" [id=181, type=Clip]; "182 Postprocessor/Reshape_1" [id=182, type=Reshape]; "183 Postprocessor/strided_slice" [id=183, type=Slice]; -"184 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6^0_1" [id=184, type=QuantizeLinear]; +"184 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6^0_1" [id=184, label="184 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6:0_1", type=QuantizeLinear]; "185 Postprocessor/Decode/transpose" [id=185, type=Transpose]; "186 Postprocessor/stack_Concat__614" [id=186, type=Concat]; "187 Postprocessor/Tile/multiples_Concat__618" [id=187, type=Concat]; -"188 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6^0_1" [id=188, type=DequantizeLinear]; +"188 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6^0_1" [id=188, label="188 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_12_pointwise/Relu6:0_1", type=DequantizeLinear]; "189 Postprocessor/Decode/unstack" [id=189, type=Split]; "190 Postprocessor/Reshape_2__635" [id=190, type=Cast]; "191 Postprocessor/Tile__619" [id=191, type=Cast]; @@ -204,40 +204,40 @@ strict digraph { "202 Postprocessor/Decode/div_2" [id=202, type=Mul]; "203 Postprocessor/Decode/div_3" [id=203, type=Mul]; "204 Postprocessor/ExpandDims_1" [id=204, type=Unsqueeze]; -"205 QuantizeLinear_Postprocessor/Tile^0_1" [id=205, type=QuantizeLinear]; +"205 QuantizeLinear_Postprocessor/Tile^0_1" [id=205, label="205 QuantizeLinear_Postprocessor/Tile:0_1", type=QuantizeLinear]; "206 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/BatchNorm/batchnorm/add_1" [id=206, type=Add]; -"207 QuantizeLinear_Postprocessor/Decode/div^0_1" [id=207, type=QuantizeLinear]; -"208 QuantizeLinear_Postprocessor/Decode/div_1^0_1" [id=208, type=QuantizeLinear]; +"207 QuantizeLinear_Postprocessor/Decode/div^0_1" [id=207, label="207 QuantizeLinear_Postprocessor/Decode/div:0_1", type=QuantizeLinear]; +"208 QuantizeLinear_Postprocessor/Decode/div_1^0_1" [id=208, label="208 QuantizeLinear_Postprocessor/Decode/div_1:0_1", type=QuantizeLinear]; "209 Postprocessor/Decode/Exp_1" [id=209, type=Exp]; "210 Postprocessor/Decode/Exp" [id=210, type=Exp]; "211 Postprocessor/BatchMultiClassNonMaxSuppression/map/Shape" [id=211, type=Shape]; -"212 DequantizeLinear_Postprocessor/Tile^0_1" [id=212, type=DequantizeLinear]; +"212 DequantizeLinear_Postprocessor/Tile^0_1" [id=212, label="212 DequantizeLinear_Postprocessor/Tile:0_1", type=DequantizeLinear]; "213 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6" [id=213, type=Clip]; -"214 DequantizeLinear_Postprocessor/Decode/div^0_1" [id=214, type=DequantizeLinear]; -"215 DequantizeLinear_Postprocessor/Decode/div_1^0_1" [id=215, type=DequantizeLinear]; -"216 QuantizeLinear_Postprocessor/Decode/Exp_1^0_1" [id=216, type=QuantizeLinear]; -"217 QuantizeLinear_Postprocessor/Decode/Exp^0_1" [id=217, type=QuantizeLinear]; +"214 DequantizeLinear_Postprocessor/Decode/div^0_1" [id=214, label="214 DequantizeLinear_Postprocessor/Decode/div:0_1", type=DequantizeLinear]; +"215 DequantizeLinear_Postprocessor/Decode/div_1^0_1" [id=215, label="215 DequantizeLinear_Postprocessor/Decode/div_1:0_1", type=DequantizeLinear]; +"216 QuantizeLinear_Postprocessor/Decode/Exp_1^0_1" [id=216, label="216 QuantizeLinear_Postprocessor/Decode/Exp_1:0_1", type=QuantizeLinear]; +"217 QuantizeLinear_Postprocessor/Decode/Exp^0_1" [id=217, label="217 QuantizeLinear_Postprocessor/Decode/Exp:0_1", type=QuantizeLinear]; "218 Postprocessor/BatchMultiClassNonMaxSuppression/Shape__643" [id=218, type=Cast]; "219 Postprocessor/Reshape" [id=219, type=Reshape]; -"220 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6^0_1" [id=220, type=QuantizeLinear]; +"220 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6^0_1" [id=220, label="220 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6:0_1", type=QuantizeLinear]; "221 Postprocessor/Decode/mul_2" [id=221, type=Mul]; "222 Postprocessor/Decode/mul_3" [id=222, type=Mul]; -"223 DequantizeLinear_Postprocessor/Decode/Exp_1^0_1" [id=223, type=DequantizeLinear]; -"224 DequantizeLinear_Postprocessor/Decode/Exp^0_1" [id=224, type=DequantizeLinear]; +"223 DequantizeLinear_Postprocessor/Decode/Exp_1^0_1" [id=223, label="223 DequantizeLinear_Postprocessor/Decode/Exp_1:0_1", type=DequantizeLinear]; +"224 DequantizeLinear_Postprocessor/Decode/Exp^0_1" [id=224, label="224 DequantizeLinear_Postprocessor/Decode/Exp:0_1", type=DequantizeLinear]; "225 Postprocessor/BatchMultiClassNonMaxSuppression/map/strided_slice" [id=225, type=Slice]; "226 Postprocessor/Decode/get_center_coordinates_and_sizes/transpose" [id=226, type=Transpose]; -"227 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6^0_1" [id=227, type=DequantizeLinear]; -"228 QuantizeLinear_Postprocessor/Decode/mul_2^0_1" [id=228, type=QuantizeLinear]; -"229 QuantizeLinear_Postprocessor/Decode/mul_3^0_1" [id=229, type=QuantizeLinear]; +"227 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6^0_1" [id=227, label="227 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_depthwise/Relu6:0_1", type=DequantizeLinear]; +"228 QuantizeLinear_Postprocessor/Decode/mul_2^0_1" [id=228, label="228 QuantizeLinear_Postprocessor/Decode/mul_2:0_1", type=QuantizeLinear]; +"229 QuantizeLinear_Postprocessor/Decode/mul_3^0_1" [id=229, label="229 QuantizeLinear_Postprocessor/Decode/mul_3:0_1", type=QuantizeLinear]; "230 Postprocessor/Decode/mul_1" [id=230, type=Mul]; "231 Postprocessor/Decode/mul" [id=231, type=Mul]; "232 Postprocessor/BatchMultiClassNonMaxSuppression/map/strided_slice__640" [id=232, type=Squeeze]; "233 Postprocessor/Decode/get_center_coordinates_and_sizes/unstack" [id=233, type=Split]; "234 Conv__5396" [id=234, type=Conv]; -"235 DequantizeLinear_Postprocessor/Decode/mul_2^0_1" [id=235, type=DequantizeLinear]; -"236 DequantizeLinear_Postprocessor/Decode/mul_3^0_1" [id=236, type=DequantizeLinear]; -"237 QuantizeLinear_Postprocessor/Decode/mul_1^0_1" [id=237, type=QuantizeLinear]; -"238 QuantizeLinear_Postprocessor/Decode/mul^0_1" [id=238, type=QuantizeLinear]; +"235 DequantizeLinear_Postprocessor/Decode/mul_2^0_1" [id=235, label="235 DequantizeLinear_Postprocessor/Decode/mul_2:0_1", type=DequantizeLinear]; +"236 DequantizeLinear_Postprocessor/Decode/mul_3^0_1" [id=236, label="236 DequantizeLinear_Postprocessor/Decode/mul_3:0_1", type=DequantizeLinear]; +"237 QuantizeLinear_Postprocessor/Decode/mul_1^0_1" [id=237, label="237 QuantizeLinear_Postprocessor/Decode/mul_1:0_1", type=QuantizeLinear]; +"238 QuantizeLinear_Postprocessor/Decode/mul^0_1" [id=238, label="238 QuantizeLinear_Postprocessor/Decode/mul:0_1", type=QuantizeLinear]; "239 copy__43/Postprocessor/BatchMultiClassNonMaxSuppression/map/while/Less__642" [id=239, type=Cast]; "240 Postprocessor/BatchMultiClassNonMaxSuppression/ones/shape" [id=240, type=Unsqueeze]; "241 Postprocessor/Decode/get_center_coordinates_and_sizes/unstack__621" [id=241, type=Squeeze]; @@ -247,43 +247,43 @@ strict digraph { "245 FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6" [id=245, type=Clip]; "246 Postprocessor/Decode/add" [id=246, type=Add]; "247 Postprocessor/Decode/add_1" [id=247, type=Add]; -"248 DequantizeLinear_Postprocessor/Decode/mul_1^0_1" [id=248, type=DequantizeLinear]; -"249 DequantizeLinear_Postprocessor/Decode/mul^0_1" [id=249, type=DequantizeLinear]; +"248 DequantizeLinear_Postprocessor/Decode/mul_1^0_1" [id=248, label="248 DequantizeLinear_Postprocessor/Decode/mul_1:0_1", type=DequantizeLinear]; +"249 DequantizeLinear_Postprocessor/Decode/mul^0_1" [id=249, label="249 DequantizeLinear_Postprocessor/Decode/mul:0_1", type=DequantizeLinear]; "250 copy__43/Postprocessor/BatchMultiClassNonMaxSuppression/map/while/Less" [id=250, type=Less]; "251 Postprocessor/BatchMultiClassNonMaxSuppression/ones__648" [id=251, type=Cast]; "252 Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1" [id=252, type=Sub]; "253 Postprocessor/Decode/get_center_coordinates_and_sizes/add" [id=253, type=Add]; "254 Postprocessor/Decode/get_center_coordinates_and_sizes/sub" [id=254, type=Sub]; "255 Postprocessor/Decode/get_center_coordinates_and_sizes/add_1" [id=255, type=Add]; -"256 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_3" [id=256, type=QuantizeLinear]; -"257 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_2" [id=257, type=QuantizeLinear]; -"258 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_1" [id=258, type=QuantizeLinear]; +"256 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_3" [id=256, label="256 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_3", type=QuantizeLinear]; +"257 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_2" [id=257, label="257 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_2", type=QuantizeLinear]; +"258 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_1" [id=258, label="258 QuantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_1", type=QuantizeLinear]; "259 Shape__5456" [id=259, type=Shape]; -"260 QuantizeLinear_Postprocessor/Decode/add^0_1" [id=260, type=QuantizeLinear]; -"261 QuantizeLinear_Postprocessor/Decode/add_1^0_1" [id=261, type=QuantizeLinear]; +"260 QuantizeLinear_Postprocessor/Decode/add^0_1" [id=260, label="260 QuantizeLinear_Postprocessor/Decode/add:0_1", type=QuantizeLinear]; +"261 QuantizeLinear_Postprocessor/Decode/add_1^0_1" [id=261, label="261 QuantizeLinear_Postprocessor/Decode/add_1:0_1", type=QuantizeLinear]; "262 Postprocessor/Decode/div_6" [id=262, type=Mul]; "263 Postprocessor/Decode/div_7" [id=263, type=Mul]; "264 generic_loop_Loop__74" [id=264, type=Loop]; "265 Postprocessor/BatchMultiClassNonMaxSuppression/ones" [id=265, type=Expand]; -"266 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1^0_1" [id=266, type=QuantizeLinear]; -"267 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add^0_1" [id=267, type=QuantizeLinear]; -"268 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub^0_1" [id=268, type=QuantizeLinear]; -"269 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1^0_1" [id=269, type=QuantizeLinear]; -"270 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_3" [id=270, type=DequantizeLinear]; -"271 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_2" [id=271, type=DequantizeLinear]; -"272 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_1" [id=272, type=DequantizeLinear]; +"266 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1^0_1" [id=266, label="266 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1:0_1", type=QuantizeLinear]; +"267 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add^0_1" [id=267, label="267 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add:0_1", type=QuantizeLinear]; +"268 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub^0_1" [id=268, label="268 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub:0_1", type=QuantizeLinear]; +"269 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1^0_1" [id=269, label="269 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1:0_1", type=QuantizeLinear]; +"270 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_3" [id=270, label="270 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_3", type=DequantizeLinear]; +"271 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_2" [id=271, label="271 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_2", type=DequantizeLinear]; +"272 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6^0_1" [id=272, label="272 DequantizeLinear_FeatureExtractor/MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6:0_1", type=DequantizeLinear]; "273 Gather__5459" [id=273, type=Gather]; -"274 DequantizeLinear_Postprocessor/Decode/add^0_1" [id=274, type=DequantizeLinear]; -"275 DequantizeLinear_Postprocessor/Decode/add_1^0_1" [id=275, type=DequantizeLinear]; -"276 QuantizeLinear_Postprocessor/Decode/div_6^0_1" [id=276, type=QuantizeLinear]; -"277 QuantizeLinear_Postprocessor/Decode/div_7^0_1" [id=277, type=QuantizeLinear]; +"274 DequantizeLinear_Postprocessor/Decode/add^0_1" [id=274, label="274 DequantizeLinear_Postprocessor/Decode/add:0_1", type=DequantizeLinear]; +"275 DequantizeLinear_Postprocessor/Decode/add_1^0_1" [id=275, label="275 DequantizeLinear_Postprocessor/Decode/add_1:0_1", type=DequantizeLinear]; +"276 QuantizeLinear_Postprocessor/Decode/div_6^0_1" [id=276, label="276 QuantizeLinear_Postprocessor/Decode/div_6:0_1", type=QuantizeLinear]; +"277 QuantizeLinear_Postprocessor/Decode/div_7^0_1" [id=277, label="277 QuantizeLinear_Postprocessor/Decode/div_7:0_1", type=QuantizeLinear]; "278 add" [id=278, type=Add]; "279 Postprocessor/ToFloat_3" [id=279, type=Cast]; "280 Postprocessor/BatchMultiClassNonMaxSuppression/mul" [id=280, type=Mul]; -"281 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1^0_1" [id=281, type=DequantizeLinear]; -"282 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add^0_1" [id=282, type=DequantizeLinear]; -"283 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub^0_1" [id=283, type=DequantizeLinear]; -"284 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1^0_1" [id=284, type=DequantizeLinear]; +"281 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1^0_1" [id=281, label="281 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub_1:0_1", type=DequantizeLinear]; +"282 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add^0_1" [id=282, label="282 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add:0_1", type=DequantizeLinear]; +"283 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub^0_1" [id=283, label="283 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/sub:0_1", type=DequantizeLinear]; +"284 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1^0_1" [id=284, label="284 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/add_1:0_1", type=DequantizeLinear]; "285 Conv__5406" [id=285, type=Conv]; "286 BoxPredictor_1/ClassPredictor/BiasAdd" [id=286, type=Conv]; "287 BoxPredictor_1/BoxEncodingPredictor/BiasAdd" [id=287, type=Conv]; @@ -292,8 +292,8 @@ strict digraph { "290 Postprocessor/Decode/add_2" [id=290, type=Add]; "291 Postprocessor/Decode/sub_1" [id=291, type=Sub]; "292 Postprocessor/Decode/add_3" [id=292, type=Add]; -"293 DequantizeLinear_Postprocessor/Decode/div_6^0_1" [id=293, type=DequantizeLinear]; -"294 DequantizeLinear_Postprocessor/Decode/div_7^0_1" [id=294, type=DequantizeLinear]; +"293 DequantizeLinear_Postprocessor/Decode/div_6^0_1" [id=293, label="293 DequantizeLinear_Postprocessor/Decode/div_6:0_1", type=DequantizeLinear]; +"294 DequantizeLinear_Postprocessor/Decode/div_7^0_1" [id=294, label="294 DequantizeLinear_Postprocessor/Decode/div_7:0_1", type=DequantizeLinear]; "295 Postprocessor/Decode/get_center_coordinates_and_sizes/div" [id=295, type=Mul]; "296 Postprocessor/Decode/get_center_coordinates_and_sizes/div_1" [id=296, type=Mul]; "297 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6" [id=297, type=Clip]; @@ -304,29 +304,29 @@ strict digraph { "302 Postprocessor/Decode/stack_Unsqueeze__632" [id=302, type=Unsqueeze]; "303 Postprocessor/Decode/stack_Unsqueeze__631" [id=303, type=Unsqueeze]; "304 Postprocessor/Decode/stack_Unsqueeze__633" [id=304, type=Unsqueeze]; -"305 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div^0_1" [id=305, type=QuantizeLinear]; -"306 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1^0_1" [id=306, type=QuantizeLinear]; -"307 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6^0_1" [id=307, type=QuantizeLinear]; +"305 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div^0_1" [id=305, label="305 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div:0_1", type=QuantizeLinear]; +"306 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1^0_1" [id=306, label="306 QuantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1:0_1", type=QuantizeLinear]; +"307 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6^0_1" [id=307, label="307 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6:0_1", type=QuantizeLinear]; "308 BoxPredictor_1/Reshape_1" [id=308, type=Reshape]; "309 BoxPredictor_1/Reshape" [id=309, type=Reshape]; "310 BoxPredictor_1/stack_Concat__568" [id=310, type=Concat]; "311 BoxPredictor_1/stack_1_Concat__563" [id=311, type=Concat]; "312 Postprocessor/Decode/stack_Concat__634" [id=312, type=Concat]; -"313 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div^0_1" [id=313, type=DequantizeLinear]; -"314 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1^0_1" [id=314, type=DequantizeLinear]; -"315 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6^0_1" [id=315, type=DequantizeLinear]; +"313 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div^0_1" [id=313, label="313 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div:0_1", type=DequantizeLinear]; +"314 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1^0_1" [id=314, label="314 DequantizeLinear_Postprocessor/Decode/get_center_coordinates_and_sizes/div_1:0_1", type=DequantizeLinear]; +"315 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6^0_1" [id=315, label="315 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_2_1x1_256/Relu6:0_1", type=DequantizeLinear]; "316 BoxPredictor_1/Reshape__578" [id=316, type=Cast]; "317 BoxPredictor_1/Reshape_1__573" [id=317, type=Cast]; "318 Postprocessor/Decode/transpose_1" [id=318, type=Transpose]; "319 Conv__5408" [id=319, type=Conv]; "320 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6" [id=320, type=Clip]; -"321 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_3" [id=321, type=QuantizeLinear]; -"322 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_2" [id=322, type=QuantizeLinear]; -"323 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_1" [id=323, type=QuantizeLinear]; +"321 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_3" [id=321, label="321 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_3", type=QuantizeLinear]; +"322 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_2" [id=322, label="322 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_2", type=QuantizeLinear]; +"323 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_1" [id=323, label="323 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_1", type=QuantizeLinear]; "324 Shape__5460" [id=324, type=Shape]; -"325 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_3" [id=325, type=DequantizeLinear]; -"326 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_2" [id=326, type=DequantizeLinear]; -"327 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_1" [id=327, type=DequantizeLinear]; +"325 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_3" [id=325, label="325 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_3", type=DequantizeLinear]; +"326 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_2" [id=326, label="326 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_2", type=DequantizeLinear]; +"327 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6^0_1" [id=327, label="327 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_2_3x3_s2_512/Relu6:0_1", type=DequantizeLinear]; "328 Gather__5463" [id=328, type=Gather]; "329 Conv__5418" [id=329, type=Conv]; "330 BoxPredictor_2/ClassPredictor/BiasAdd" [id=330, type=Conv]; @@ -336,23 +336,23 @@ strict digraph { "334 BoxPredictor_2/ClassPredictor/BiasAdd__547" [id=334, type=Transpose]; "335 BoxPredictor_2/BoxEncodingPredictor/BiasAdd__552" [id=335, type=Transpose]; "336 BoxPredictor_2/strided_slice" [id=336, type=Slice]; -"337 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6^0_1" [id=337, type=QuantizeLinear]; +"337 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6^0_1" [id=337, label="337 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6:0_1", type=QuantizeLinear]; "338 BoxPredictor_2/Reshape_1" [id=338, type=Reshape]; "339 BoxPredictor_2/Reshape" [id=339, type=Reshape]; "340 BoxPredictor_2/stack_Concat__544" [id=340, type=Concat]; "341 BoxPredictor_2/stack_1_Concat__539" [id=341, type=Concat]; -"342 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6^0_1" [id=342, type=DequantizeLinear]; +"342 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6^0_1" [id=342, label="342 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_3_1x1_128/Relu6:0_1", type=DequantizeLinear]; "343 BoxPredictor_2/Reshape__554" [id=343, type=Cast]; "344 BoxPredictor_2/Reshape_1__549" [id=344, type=Cast]; "345 Conv__5420" [id=345, type=Conv]; "346 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6" [id=346, type=Clip]; -"347 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_3" [id=347, type=QuantizeLinear]; -"348 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_2" [id=348, type=QuantizeLinear]; -"349 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_1" [id=349, type=QuantizeLinear]; +"347 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_3" [id=347, label="347 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_3", type=QuantizeLinear]; +"348 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_2" [id=348, label="348 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_2", type=QuantizeLinear]; +"349 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_1" [id=349, label="349 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_1", type=QuantizeLinear]; "350 Shape__5464" [id=350, type=Shape]; -"351 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_3" [id=351, type=DequantizeLinear]; -"352 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_2" [id=352, type=DequantizeLinear]; -"353 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_1" [id=353, type=DequantizeLinear]; +"351 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_3" [id=351, label="351 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_3", type=DequantizeLinear]; +"352 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_2" [id=352, label="352 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_2", type=DequantizeLinear]; +"353 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6^0_1" [id=353, label="353 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_3_3x3_s2_256/Relu6:0_1", type=DequantizeLinear]; "354 Gather__5467" [id=354, type=Gather]; "355 Conv__5430" [id=355, type=Conv]; "356 BoxPredictor_3/ClassPredictor/BiasAdd" [id=356, type=Conv]; @@ -362,23 +362,23 @@ strict digraph { "360 BoxPredictor_3/ClassPredictor/BiasAdd__523" [id=360, type=Transpose]; "361 BoxPredictor_3/BoxEncodingPredictor/BiasAdd__528" [id=361, type=Transpose]; "362 BoxPredictor_3/strided_slice" [id=362, type=Slice]; -"363 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6^0_1" [id=363, type=QuantizeLinear]; +"363 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6^0_1" [id=363, label="363 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6:0_1", type=QuantizeLinear]; "364 BoxPredictor_3/Reshape_1" [id=364, type=Reshape]; "365 BoxPredictor_3/Reshape" [id=365, type=Reshape]; "366 BoxPredictor_3/stack_Concat__520" [id=366, type=Concat]; "367 BoxPredictor_3/stack_1_Concat__515" [id=367, type=Concat]; -"368 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6^0_1" [id=368, type=DequantizeLinear]; +"368 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6^0_1" [id=368, label="368 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_4_1x1_128/Relu6:0_1", type=DequantizeLinear]; "369 BoxPredictor_3/Reshape__530" [id=369, type=Cast]; "370 BoxPredictor_3/Reshape_1__525" [id=370, type=Cast]; "371 Conv__5432" [id=371, type=Conv]; "372 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6" [id=372, type=Clip]; -"373 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_3" [id=373, type=QuantizeLinear]; -"374 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_2" [id=374, type=QuantizeLinear]; -"375 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_1" [id=375, type=QuantizeLinear]; +"373 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_3" [id=373, label="373 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_3", type=QuantizeLinear]; +"374 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_2" [id=374, label="374 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_2", type=QuantizeLinear]; +"375 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_1" [id=375, label="375 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_1", type=QuantizeLinear]; "376 Shape__5468" [id=376, type=Shape]; -"377 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_3" [id=377, type=DequantizeLinear]; -"378 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_2" [id=378, type=DequantizeLinear]; -"379 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_1" [id=379, type=DequantizeLinear]; +"377 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_3" [id=377, label="377 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_3", type=DequantizeLinear]; +"378 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_2" [id=378, label="378 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_2", type=DequantizeLinear]; +"379 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6^0_1" [id=379, label="379 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_4_3x3_s2_256/Relu6:0_1", type=DequantizeLinear]; "380 Gather__5471" [id=380, type=Gather]; "381 Conv__5442" [id=381, type=Conv]; "382 BoxPredictor_4/ClassPredictor/BiasAdd" [id=382, type=Conv]; @@ -388,21 +388,21 @@ strict digraph { "386 BoxPredictor_4/ClassPredictor/BiasAdd__499" [id=386, type=Transpose]; "387 BoxPredictor_4/BoxEncodingPredictor/BiasAdd__504" [id=387, type=Transpose]; "388 BoxPredictor_4/strided_slice" [id=388, type=Slice]; -"389 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6^0_1" [id=389, type=QuantizeLinear]; +"389 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6^0_1" [id=389, label="389 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6:0_1", type=QuantizeLinear]; "390 BoxPredictor_4/Reshape_1" [id=390, type=Reshape]; "391 BoxPredictor_4/Reshape" [id=391, type=Reshape]; "392 BoxPredictor_4/stack_Concat__496" [id=392, type=Concat]; "393 BoxPredictor_4/stack_1_Concat__491" [id=393, type=Concat]; -"394 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6^0_1" [id=394, type=DequantizeLinear]; +"394 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6^0_1" [id=394, label="394 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_1_Conv2d_5_1x1_64/Relu6:0_1", type=DequantizeLinear]; "395 BoxPredictor_4/Reshape__506" [id=395, type=Cast]; "396 BoxPredictor_4/Reshape_1__501" [id=396, type=Cast]; "397 Conv__5444" [id=397, type=Conv]; "398 FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6" [id=398, type=Clip]; -"399 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_2" [id=399, type=QuantizeLinear]; -"400 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_1" [id=400, type=QuantizeLinear]; +"399 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_2" [id=399, label="399 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6:0_2", type=QuantizeLinear]; +"400 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_1" [id=400, label="400 QuantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6:0_1", type=QuantizeLinear]; "401 Shape__5472" [id=401, type=Shape]; -"402 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_2" [id=402, type=DequantizeLinear]; -"403 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_1" [id=403, type=DequantizeLinear]; +"402 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_2" [id=402, label="402 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6:0_2", type=DequantizeLinear]; +"403 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6^0_1" [id=403, label="403 DequantizeLinear_FeatureExtractor/MobilenetV1/Conv2d_13_pointwise_2_Conv2d_5_3x3_s2_128/Relu6:0_1", type=DequantizeLinear]; "404 Gather__5475" [id=404, type=Gather]; "405 BoxPredictor_5/ClassPredictor/BiasAdd" [id=405, type=Conv]; "406 BoxPredictor_5/BoxEncodingPredictor/BiasAdd" [id=406, type=Conv]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot index 5879d283819..26c6d038178 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot @@ -82,9 +82,9 @@ strict digraph { "80 conv2d_17/BiasAdd" [id=80, type=Transpose]; "81 Transpose_1763" [id=81, type=Add]; "82 up_sampling2d/mul" [id=82, type=Multiply]; -"83 conv2d_17/BiasAdd^0" [id=83, type=Result]; +"83 conv2d_17/BiasAdd^0" [id=83, label="83 conv2d_17/BiasAdd:0", type=Result]; "84 conv2d_20/BiasAdd" [id=84, type=Transpose]; -"85 conv2d_20/BiasAdd^0" [id=85, type=Result]; +"85 conv2d_20/BiasAdd^0" [id=85, label="85 conv2d_20/BiasAdd:0", type=Result]; "86 Constant_1762" [id=86, type=Constant]; "87 Transpose_1761" [id=87, type=Constant]; "88 Transpose_705" [id=88, type=Constant]; diff --git a/tests/openvino/native/data/2023.1/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot b/tests/openvino/native/data/2023.1/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot index 9dadfc02217..91280c60741 100644 --- a/tests/openvino/native/data/2023.1/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot +++ b/tests/openvino/native/data/2023.1/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot @@ -103,9 +103,9 @@ strict digraph { "101 Transpose_1763" [id=101, type=Add]; "102 up_sampling2d/mul" [id=102, type=Multiply]; "103 Transpose_1725" [id=103, type=Transpose]; -"104 conv2d_17/BiasAdd^0" [id=104, type=Result]; +"104 conv2d_17/BiasAdd^0" [id=104, label="104 conv2d_17/BiasAdd:0", type=Result]; "105 conv2d_20/BiasAdd" [id=105, type=Transpose]; -"106 conv2d_20/BiasAdd^0" [id=106, type=Result]; +"106 conv2d_20/BiasAdd^0" [id=106, label="106 conv2d_20/BiasAdd:0", type=Result]; "107 Constant_1762" [id=107, type=Constant]; "108 Transpose_1761" [id=108, type=Constant]; "109 Convolution_706/fq_weights_1" [id=109, type=FakeQuantize]; diff --git a/tests/openvino/native/data/2023.2/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot b/tests/openvino/native/data/2023.2/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot index efa4ab2e0ba..64e4b4fe423 100644 --- a/tests/openvino/native/data/2023.2/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot +++ b/tests/openvino/native/data/2023.2/reference_graphs/original_nncf_graph/yolo-v4-tiny-tf.dot @@ -83,9 +83,9 @@ strict digraph { "81 conv2d_17/BiasAdd" [id=81, type=Transpose]; "82 Transpose_1766" [id=82, type=Add]; "83 up_sampling2d/mul" [id=83, type=Multiply]; -"84 conv2d_17/BiasAdd^0" [id=84, type=Result]; +"84 conv2d_17/BiasAdd^0" [id=84, label="84 conv2d_17/BiasAdd:0", type=Result]; "85 conv2d_20/BiasAdd" [id=85, type=Transpose]; -"86 conv2d_20/BiasAdd^0" [id=86, type=Result]; +"86 conv2d_20/BiasAdd^0" [id=86, label="86 conv2d_20/BiasAdd:0", type=Result]; "87 Constant_1765" [id=87, type=Constant]; "88 Transpose_1764" [id=88, type=Constant]; "89 Transpose_705" [id=89, type=Constant]; diff --git a/tests/openvino/native/data/2023.2/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot b/tests/openvino/native/data/2023.2/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot index 74f14c1e028..073e63c11e0 100644 --- a/tests/openvino/native/data/2023.2/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot +++ b/tests/openvino/native/data/2023.2/reference_graphs/quantized/yolo-v4-tiny-tf_performance.dot @@ -104,9 +104,9 @@ strict digraph { "102 Transpose_1766" [id=102, type=Add]; "103 up_sampling2d/mul" [id=103, type=Multiply]; "104 Transpose_1728" [id=104, type=Transpose]; -"105 conv2d_17/BiasAdd^0" [id=105, type=Result]; +"105 conv2d_17/BiasAdd^0" [id=105, label="105 conv2d_17/BiasAdd:0", type=Result]; "106 conv2d_20/BiasAdd" [id=106, type=Transpose]; -"107 conv2d_20/BiasAdd^0" [id=107, type=Result]; +"107 conv2d_20/BiasAdd^0" [id=107, label="107 conv2d_20/BiasAdd:0", type=Result]; "108 Constant_1765" [id=108, type=Constant]; "109 Transpose_1764" [id=109, type=Constant]; "110 Convolution_706/fq_weights_1" [id=110, type=FakeQuantize]; From c19c2d2f3b9954da505741f811bfc298d25d2543 Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Thu, 9 Nov 2023 17:06:33 +0100 Subject: [PATCH 12/13] Lint --- nncf/common/utils/dot_file_rw.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index 5d56fecba1a..a34b8865610 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.py @@ -43,13 +43,15 @@ def read_dot_graph(path: pathlib.Path) -> nx.DiGraph: loaded = nx.DiGraph(nx.nx_pydot.read_dot(str(path))) return relabel_graph_for_dot_visualization(loaded, from_reference=True) + class _Direction(IntEnum): TO_DOT = 0 FROM_DOT = 0 -RESERVED_CHAR = ':' -REPLACEMENT_CHAR = '^' +RESERVED_CHAR = ":" +REPLACEMENT_CHAR = "^" + def _maybe_escape_colons_in_attrs(data: Dict): for attr_name in data: From 91b120912867f14f11a8e9f776c3747aeaa9671f Mon Sep 17 00:00:00 2001 From: Vasily Shamporov Date: Mon, 13 Nov 2023 13:42:39 +0100 Subject: [PATCH 13/13] Fix --- nncf/common/utils/dot_file_rw.py | 6 ------ 1 file changed, 6 deletions(-) diff --git a/nncf/common/utils/dot_file_rw.py b/nncf/common/utils/dot_file_rw.py index a34b8865610..f956b22c8ac 100644 --- a/nncf/common/utils/dot_file_rw.py +++ b/nncf/common/utils/dot_file_rw.py @@ -11,7 +11,6 @@ import copy import pathlib from collections import defaultdict -from enum import IntEnum from typing import Dict import networkx as nx @@ -44,11 +43,6 @@ def read_dot_graph(path: pathlib.Path) -> nx.DiGraph: return relabel_graph_for_dot_visualization(loaded, from_reference=True) -class _Direction(IntEnum): - TO_DOT = 0 - FROM_DOT = 0 - - RESERVED_CHAR = ":" REPLACEMENT_CHAR = "^"