diff --git a/nncf/experimental/torch2/function_hook/nncf_graph/nncf_graph_builder.py b/nncf/experimental/torch2/function_hook/nncf_graph/nncf_graph_builder.py index 03361e85e23..da363f05f97 100644 --- a/nncf/experimental/torch2/function_hook/nncf_graph/nncf_graph_builder.py +++ b/nncf/experimental/torch2/function_hook/nncf_graph/nncf_graph_builder.py @@ -11,13 +11,14 @@ from collections import defaultdict -from typing import Any, Dict, List, Tuple, Union +from typing import Any, Dict, List, Optional, Tuple, Union, cast import networkx as nx # type: ignore import torch from torch import nn import nncf +import nncf.torch.graph.operator_metatypes as om from nncf.common.graph.graph import NNCFGraph from nncf.common.graph.graph import NNCFNode from nncf.common.graph.layer_attributes import Dtype @@ -76,6 +77,20 @@ def get_dtype(dtype: torch.dtype) -> Dtype: return Dtype.INTEGER +def get_meta_type(node_type: str, meta: Union[ConstMeta, FunctionMeta, InOutMeta]) -> om.PTOperatorMetatype: + """ + Converts the node type and metadata into a PTOperatorMetatype object. + :param node_type: The type of the node. + :param meta: The metadata associated with the node. + :return: The PTOperatorMetatype object. + """ + node_metatype = cast(om.PTOperatorMetatype, om.PT_OPERATOR_METATYPES.get_operator_metatype_by_op_name(node_type)) + node_sub_meta_type: Optional[om.PTOperatorMetatype] = None + if node_metatype.get_subtypes() and isinstance(meta, FunctionMeta): + node_sub_meta_type = node_metatype.determine_subtype(function_args=meta.args, functions_kwargs=meta.kwargs) + return node_sub_meta_type or node_metatype + + def convert_to_nncf_graph(nx_graph: nx.MultiDiGraph) -> NNCFGraph: """ Converts a graph to an NNCFGraph. @@ -88,12 +103,14 @@ def convert_to_nncf_graph(nx_graph: nx.MultiDiGraph) -> NNCFGraph: map_nx_node_to_nncf_node: Dict[int, NNCFNode] = {} for node, data in nx_graph.nodes(data=True): meta: Union[ConstMeta, FunctionMeta, InOutMeta] = data["meta"] + node_name = get_name_of_node(meta) node_type = get_node_type(data["type"], meta) - node_metatype = None # TODO(AlexanderDokuchaev): add node_metatype + meta_type = get_meta_type(node_type, meta) + nncf_node = nncf_graph.add_nncf_node( - node_name=get_name_of_node(meta), + node_name=node_name, node_type=node_type, - node_metatype=node_metatype, # type: ignore[arg-type] + node_metatype=meta_type, # type: ignore[arg-type] ) map_nx_node_to_nncf_node[node] = nncf_node diff --git a/nncf/torch/__init__.py b/nncf/torch/__init__.py index 633eda6e3c7..bc3638a519f 100644 --- a/nncf/torch/__init__.py +++ b/nncf/torch/__init__.py @@ -14,6 +14,7 @@ Base subpackage for NNCF PyTorch functionality. """ +import os from nncf import nncf_logger from nncf.common.logging.logger import warn_bkc_version_mismatch @@ -76,4 +77,5 @@ if torch.__version__ >= "2.5.0": from torch._dynamo.polyfills import loader -patch_torch_operators() +if os.getenv("NNCF_EXPERIMENTAL_TORCH_TRACING") is None: + patch_torch_operators() diff --git a/nncf/torch/graph/operator_metatypes.py b/nncf/torch/graph/operator_metatypes.py index 86c1b8f689c..fd40399e22e 100644 --- a/nncf/torch/graph/operator_metatypes.py +++ b/nncf/torch/graph/operator_metatypes.py @@ -148,6 +148,13 @@ class PTDepthwiseConvOperatorSubtype(PTOperatorSubtype): def matches( cls, layer_attributes: Optional[BaseLayerAttributes] = None, function_args=None, functions_kwargs=None ) -> bool: + if layer_attributes is None and function_args is not None and functions_kwargs is not None: + # Used for torch2 + weight_meta = functions_kwargs.get("weight", function_args[0]) + in_channels = weight_meta.shape[1] + groups = functions_kwargs.get("groups", function_args[6] if len(function_args) > 6 else 1) + return in_channels > 1 and groups == in_channels + if _is_called_inside_nncf_module(functions_kwargs): return False if not isinstance(layer_attributes, ConvolutionLayerAttributes): diff --git a/tests/torch2/conftest.py b/tests/torch2/conftest.py index 9fc825a6d7f..350391b1af8 100644 --- a/tests/torch2/conftest.py +++ b/tests/torch2/conftest.py @@ -54,6 +54,9 @@ def pytest_configure(config: Config) -> None: if nncf_debug: set_log_level(logging.DEBUG) + # Disable patching of torch functions + os.environ["NNCF_EXPERIMENTAL_TORCH_TRACING"] = "1" + @pytest.fixture def regen_ref_data(request: FixtureRequest): diff --git a/tests/torch2/data/function_hook/nncf_graph/convert_to_nncf_graph.dot b/tests/torch2/data/function_hook/nncf_graph/convert_to_nncf_graph.dot index 7c634186940..b48b9e111ea 100644 --- a/tests/torch2/data/function_hook/nncf_graph/convert_to_nncf_graph.dot +++ b/tests/torch2/data/function_hook/nncf_graph/convert_to_nncf_graph.dot @@ -1,17 +1,17 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 conv.weight" [id=1, type=nncf_model_const]; -"2 conv.bias" [id=2, type=nncf_model_const]; -"3 conv/conv2d/0" [id=3, type=conv2d]; -"4 __nncf_hooks.post_hooks.conv/conv2d/0__0.0.w" [id=4, type=nncf_model_const]; -"5 conv/post_hook__conv-conv2d-0__0[0]/add/0" [id=5, type=add]; -"6 /relu/0" [id=6, type=relu]; -"7 output" [id=7, type=nncf_model_output]; -"0 x" -> "3 conv/conv2d/0" [label="(1, 1, 3, 3)", style=solid]; -"1 conv.weight" -> "3 conv/conv2d/0" [label="(1, 1, 1, 1)", style=solid]; -"2 conv.bias" -> "3 conv/conv2d/0" [label="(1,)", style=solid]; -"3 conv/conv2d/0" -> "5 conv/post_hook__conv-conv2d-0__0[0]/add/0" [label="(1, 1, 3, 3)", style=solid]; -"4 __nncf_hooks.post_hooks.conv/conv2d/0__0.0.w" -> "5 conv/post_hook__conv-conv2d-0__0[0]/add/0" [label="(1,)", style=solid]; -"5 conv/post_hook__conv-conv2d-0__0[0]/add/0" -> "6 /relu/0" [label="(1, 1, 3, 3)", style=solid]; -"6 /relu/0" -> "7 output" [label="(1, 1, 3, 3)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"conv.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv.bias" [id=2, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv/conv2d/0" [id=3, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.conv/conv2d/0__0.0.w" [id=4, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv/post_hook__conv-conv2d-0__0[0]/add/0" [id=5, metatype=PTAddMetatype, type=add]; +"/relu/0" [id=6, metatype=PTRELUMetatype, type=relu]; +output [id=7, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "conv/conv2d/0" [dtype=float, shape="(1, 1, 3, 3)"]; +"conv.weight" -> "conv/conv2d/0" [dtype=float, shape="(1, 1, 1, 1)"]; +"conv.bias" -> "conv/conv2d/0" [dtype=float, shape="(1,)"]; +"conv/conv2d/0" -> "conv/post_hook__conv-conv2d-0__0[0]/add/0" [dtype=float, shape="(1, 1, 3, 3)"]; +"__nncf_hooks.post_hooks.conv/conv2d/0__0.0.w" -> "conv/post_hook__conv-conv2d-0__0[0]/add/0" [dtype=float, shape="(1,)"]; +"conv/post_hook__conv-conv2d-0__0[0]/add/0" -> "/relu/0" [dtype=float, shape="(1, 1, 3, 3)"]; +"/relu/0" -> output [dtype=float, shape="(1, 1, 3, 3)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/convert_to_nncf_graph_multi_edges.dot b/tests/torch2/data/function_hook/nncf_graph/convert_to_nncf_graph_multi_edges.dot index 817fe5f173b..987b39c8649 100644 --- a/tests/torch2/data/function_hook/nncf_graph/convert_to_nncf_graph_multi_edges.dot +++ b/tests/torch2/data/function_hook/nncf_graph/convert_to_nncf_graph_multi_edges.dot @@ -1,7 +1,7 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 /add/0" [id=1, type=add]; -"2 output" [id=2, type=nncf_model_output]; -"0 x" -> "1 /add/0" [label="parallel_input_port_ids [1], shape (1, 1)", style=solid]; -"1 /add/0" -> "2 output" [label="(1, 1)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"/add/0" [id=1, metatype=PTAddMetatype, type=add]; +output [id=2, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "/add/0" [dtype=float, parallel_input_port_ids="[1]", shape="(1, 1)"]; +"/add/0" -> output [dtype=float, shape="(1, 1)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_convnext_small.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_convnext_small.dot index c4f7646b9ae..bc6d41ce74e 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_convnext_small.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_convnext_small.dot @@ -1,1421 +1,1421 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 features.0.0.weight" [id=1, type=nncf_model_const]; -"2 features.0.0.bias" [id=2, type=nncf_model_const]; -"3 features/0/0/conv2d/0" [id=3, type=conv2d]; -"4 features/0/1/permute/0" [id=4, type=permute]; -"5 features.0.1.weight" [id=5, type=nncf_model_const]; -"6 features.0.1.bias" [id=6, type=nncf_model_const]; -"7 features/0/1/layer_norm/0" [id=7, type=layer_norm]; -"8 features/0/1/permute/1" [id=8, type=permute]; -"9 features.1.0.block.0.weight" [id=9, type=nncf_model_const]; -"10 features.1.0.block.0.bias" [id=10, type=nncf_model_const]; -"11 features/1/0/block/0/conv2d/0" [id=11, type=conv2d]; -"12 features/1/0/block/1/permute/0" [id=12, type=permute]; -"13 features.1.0.block.2.weight" [id=13, type=nncf_model_const]; -"14 features.1.0.block.2.bias" [id=14, type=nncf_model_const]; -"15 features/1/0/block/2/layer_norm/0" [id=15, type=layer_norm]; -"16 features.1.0.block.3.weight" [id=16, type=nncf_model_const]; -"17 features.1.0.block.3.bias" [id=17, type=nncf_model_const]; -"18 features/1/0/block/3/linear/0" [id=18, type=linear]; -"19 features/1/0/block/4/gelu/0" [id=19, type=gelu]; -"20 features.1.0.block.5.weight" [id=20, type=nncf_model_const]; -"21 features.1.0.block.5.bias" [id=21, type=nncf_model_const]; -"22 features/1/0/block/5/linear/0" [id=22, type=linear]; -"23 features/1/0/block/6/permute/0" [id=23, type=permute]; -"24 features.1.0.layer_scale" [id=24, type=nncf_model_const]; -"25 features/1/0/mul/0" [id=25, type=mul]; -"26 features/1/0/add_/0" [id=26, type=add_]; -"27 features.1.1.block.0.weight" [id=27, type=nncf_model_const]; -"28 features.1.1.block.0.bias" [id=28, type=nncf_model_const]; -"29 features/1/1/block/0/conv2d/0" [id=29, type=conv2d]; -"30 features/1/1/block/1/permute/0" [id=30, type=permute]; -"31 features.1.1.block.2.weight" [id=31, type=nncf_model_const]; -"32 features.1.1.block.2.bias" [id=32, type=nncf_model_const]; -"33 features/1/1/block/2/layer_norm/0" [id=33, type=layer_norm]; -"34 features.1.1.block.3.weight" [id=34, type=nncf_model_const]; -"35 features.1.1.block.3.bias" [id=35, type=nncf_model_const]; -"36 features/1/1/block/3/linear/0" [id=36, type=linear]; -"37 features/1/1/block/4/gelu/0" [id=37, type=gelu]; -"38 features.1.1.block.5.weight" [id=38, type=nncf_model_const]; -"39 features.1.1.block.5.bias" [id=39, type=nncf_model_const]; -"40 features/1/1/block/5/linear/0" [id=40, type=linear]; -"41 features/1/1/block/6/permute/0" [id=41, type=permute]; -"42 features.1.1.layer_scale" [id=42, type=nncf_model_const]; -"43 features/1/1/mul/0" [id=43, type=mul]; -"44 features/1/1/add_/0" [id=44, type=add_]; -"45 features.1.2.block.0.weight" [id=45, type=nncf_model_const]; -"46 features.1.2.block.0.bias" [id=46, type=nncf_model_const]; -"47 features/1/2/block/0/conv2d/0" [id=47, type=conv2d]; -"48 features/1/2/block/1/permute/0" [id=48, type=permute]; -"49 features.1.2.block.2.weight" [id=49, type=nncf_model_const]; -"50 features.1.2.block.2.bias" [id=50, type=nncf_model_const]; -"51 features/1/2/block/2/layer_norm/0" [id=51, type=layer_norm]; -"52 features.1.2.block.3.weight" [id=52, type=nncf_model_const]; -"53 features.1.2.block.3.bias" [id=53, type=nncf_model_const]; -"54 features/1/2/block/3/linear/0" [id=54, type=linear]; -"55 features/1/2/block/4/gelu/0" [id=55, type=gelu]; -"56 features.1.2.block.5.weight" [id=56, type=nncf_model_const]; -"57 features.1.2.block.5.bias" [id=57, type=nncf_model_const]; -"58 features/1/2/block/5/linear/0" [id=58, type=linear]; -"59 features/1/2/block/6/permute/0" [id=59, type=permute]; -"60 features.1.2.layer_scale" [id=60, type=nncf_model_const]; -"61 features/1/2/mul/0" [id=61, type=mul]; -"62 features/1/2/add_/0" [id=62, type=add_]; -"63 features/2/0/permute/0" [id=63, type=permute]; -"64 features.2.0.weight" [id=64, type=nncf_model_const]; -"65 features.2.0.bias" [id=65, type=nncf_model_const]; -"66 features/2/0/layer_norm/0" [id=66, type=layer_norm]; -"67 features/2/0/permute/1" [id=67, type=permute]; -"68 features.2.1.weight" [id=68, type=nncf_model_const]; -"69 features.2.1.bias" [id=69, type=nncf_model_const]; -"70 features/2/1/conv2d/0" [id=70, type=conv2d]; -"71 features.3.0.block.0.weight" [id=71, type=nncf_model_const]; -"72 features.3.0.block.0.bias" [id=72, type=nncf_model_const]; -"73 features/3/0/block/0/conv2d/0" [id=73, type=conv2d]; -"74 features/3/0/block/1/permute/0" [id=74, type=permute]; -"75 features.3.0.block.2.weight" [id=75, type=nncf_model_const]; -"76 features.3.0.block.2.bias" [id=76, type=nncf_model_const]; -"77 features/3/0/block/2/layer_norm/0" [id=77, type=layer_norm]; -"78 features.3.0.block.3.weight" [id=78, type=nncf_model_const]; -"79 features.3.0.block.3.bias" [id=79, type=nncf_model_const]; -"80 features/3/0/block/3/linear/0" [id=80, type=linear]; -"81 features/3/0/block/4/gelu/0" [id=81, type=gelu]; -"82 features.3.0.block.5.weight" [id=82, type=nncf_model_const]; -"83 features.3.0.block.5.bias" [id=83, type=nncf_model_const]; -"84 features/3/0/block/5/linear/0" [id=84, type=linear]; -"85 features/3/0/block/6/permute/0" [id=85, type=permute]; -"86 features.3.0.layer_scale" [id=86, type=nncf_model_const]; -"87 features/3/0/mul/0" [id=87, type=mul]; -"88 features/3/0/add_/0" [id=88, type=add_]; -"89 features.3.1.block.0.weight" [id=89, type=nncf_model_const]; -"90 features.3.1.block.0.bias" [id=90, type=nncf_model_const]; -"91 features/3/1/block/0/conv2d/0" [id=91, type=conv2d]; -"92 features/3/1/block/1/permute/0" [id=92, type=permute]; -"93 features.3.1.block.2.weight" [id=93, type=nncf_model_const]; -"94 features.3.1.block.2.bias" [id=94, type=nncf_model_const]; -"95 features/3/1/block/2/layer_norm/0" [id=95, type=layer_norm]; -"96 features.3.1.block.3.weight" [id=96, type=nncf_model_const]; -"97 features.3.1.block.3.bias" [id=97, type=nncf_model_const]; -"98 features/3/1/block/3/linear/0" [id=98, type=linear]; -"99 features/3/1/block/4/gelu/0" [id=99, type=gelu]; -"100 features.3.1.block.5.weight" [id=100, type=nncf_model_const]; -"101 features.3.1.block.5.bias" [id=101, type=nncf_model_const]; -"102 features/3/1/block/5/linear/0" [id=102, type=linear]; -"103 features/3/1/block/6/permute/0" [id=103, type=permute]; -"104 features.3.1.layer_scale" [id=104, type=nncf_model_const]; -"105 features/3/1/mul/0" [id=105, type=mul]; -"106 features/3/1/add_/0" [id=106, type=add_]; -"107 features.3.2.block.0.weight" [id=107, type=nncf_model_const]; -"108 features.3.2.block.0.bias" [id=108, type=nncf_model_const]; -"109 features/3/2/block/0/conv2d/0" [id=109, type=conv2d]; -"110 features/3/2/block/1/permute/0" [id=110, type=permute]; -"111 features.3.2.block.2.weight" [id=111, type=nncf_model_const]; -"112 features.3.2.block.2.bias" [id=112, type=nncf_model_const]; -"113 features/3/2/block/2/layer_norm/0" [id=113, type=layer_norm]; -"114 features.3.2.block.3.weight" [id=114, type=nncf_model_const]; -"115 features.3.2.block.3.bias" [id=115, type=nncf_model_const]; -"116 features/3/2/block/3/linear/0" [id=116, type=linear]; -"117 features/3/2/block/4/gelu/0" [id=117, type=gelu]; -"118 features.3.2.block.5.weight" [id=118, type=nncf_model_const]; -"119 features.3.2.block.5.bias" [id=119, type=nncf_model_const]; -"120 features/3/2/block/5/linear/0" [id=120, type=linear]; -"121 features/3/2/block/6/permute/0" [id=121, type=permute]; -"122 features.3.2.layer_scale" [id=122, type=nncf_model_const]; -"123 features/3/2/mul/0" [id=123, type=mul]; -"124 features/3/2/add_/0" [id=124, type=add_]; -"125 features/4/0/permute/0" [id=125, type=permute]; -"126 features.4.0.weight" [id=126, type=nncf_model_const]; -"127 features.4.0.bias" [id=127, type=nncf_model_const]; -"128 features/4/0/layer_norm/0" [id=128, type=layer_norm]; -"129 features/4/0/permute/1" [id=129, type=permute]; -"130 features.4.1.weight" [id=130, type=nncf_model_const]; -"131 features.4.1.bias" [id=131, type=nncf_model_const]; -"132 features/4/1/conv2d/0" [id=132, type=conv2d]; -"133 features.5.0.block.0.weight" [id=133, type=nncf_model_const]; -"134 features.5.0.block.0.bias" [id=134, type=nncf_model_const]; -"135 features/5/0/block/0/conv2d/0" [id=135, type=conv2d]; -"136 features/5/0/block/1/permute/0" [id=136, type=permute]; -"137 features.5.0.block.2.weight" [id=137, type=nncf_model_const]; -"138 features.5.0.block.2.bias" [id=138, type=nncf_model_const]; -"139 features/5/0/block/2/layer_norm/0" [id=139, type=layer_norm]; -"140 features.5.0.block.3.weight" [id=140, type=nncf_model_const]; -"141 features.5.0.block.3.bias" [id=141, type=nncf_model_const]; -"142 features/5/0/block/3/linear/0" [id=142, type=linear]; -"143 features/5/0/block/4/gelu/0" [id=143, type=gelu]; -"144 features.5.0.block.5.weight" [id=144, type=nncf_model_const]; -"145 features.5.0.block.5.bias" [id=145, type=nncf_model_const]; -"146 features/5/0/block/5/linear/0" [id=146, type=linear]; -"147 features/5/0/block/6/permute/0" [id=147, type=permute]; -"148 features.5.0.layer_scale" [id=148, type=nncf_model_const]; -"149 features/5/0/mul/0" [id=149, type=mul]; -"150 features/5/0/add_/0" [id=150, type=add_]; -"151 features.5.1.block.0.weight" [id=151, type=nncf_model_const]; -"152 features.5.1.block.0.bias" [id=152, type=nncf_model_const]; -"153 features/5/1/block/0/conv2d/0" [id=153, type=conv2d]; -"154 features/5/1/block/1/permute/0" [id=154, type=permute]; -"155 features.5.1.block.2.weight" [id=155, type=nncf_model_const]; -"156 features.5.1.block.2.bias" [id=156, type=nncf_model_const]; -"157 features/5/1/block/2/layer_norm/0" [id=157, type=layer_norm]; -"158 features.5.1.block.3.weight" [id=158, type=nncf_model_const]; -"159 features.5.1.block.3.bias" [id=159, type=nncf_model_const]; -"160 features/5/1/block/3/linear/0" [id=160, type=linear]; -"161 features/5/1/block/4/gelu/0" [id=161, type=gelu]; -"162 features.5.1.block.5.weight" [id=162, type=nncf_model_const]; -"163 features.5.1.block.5.bias" [id=163, type=nncf_model_const]; -"164 features/5/1/block/5/linear/0" [id=164, type=linear]; -"165 features/5/1/block/6/permute/0" [id=165, type=permute]; -"166 features.5.1.layer_scale" [id=166, type=nncf_model_const]; -"167 features/5/1/mul/0" [id=167, type=mul]; -"168 features/5/1/add_/0" [id=168, type=add_]; -"169 features.5.2.block.0.weight" [id=169, type=nncf_model_const]; -"170 features.5.2.block.0.bias" [id=170, type=nncf_model_const]; -"171 features/5/2/block/0/conv2d/0" [id=171, type=conv2d]; -"172 features/5/2/block/1/permute/0" [id=172, type=permute]; -"173 features.5.2.block.2.weight" [id=173, type=nncf_model_const]; -"174 features.5.2.block.2.bias" [id=174, type=nncf_model_const]; -"175 features/5/2/block/2/layer_norm/0" [id=175, type=layer_norm]; -"176 features.5.2.block.3.weight" [id=176, type=nncf_model_const]; -"177 features.5.2.block.3.bias" [id=177, type=nncf_model_const]; -"178 features/5/2/block/3/linear/0" [id=178, type=linear]; -"179 features/5/2/block/4/gelu/0" [id=179, type=gelu]; -"180 features.5.2.block.5.weight" [id=180, type=nncf_model_const]; -"181 features.5.2.block.5.bias" [id=181, type=nncf_model_const]; -"182 features/5/2/block/5/linear/0" [id=182, type=linear]; -"183 features/5/2/block/6/permute/0" [id=183, type=permute]; -"184 features.5.2.layer_scale" [id=184, type=nncf_model_const]; -"185 features/5/2/mul/0" [id=185, type=mul]; -"186 features/5/2/add_/0" [id=186, type=add_]; -"187 features.5.3.block.0.weight" [id=187, type=nncf_model_const]; -"188 features.5.3.block.0.bias" [id=188, type=nncf_model_const]; -"189 features/5/3/block/0/conv2d/0" [id=189, type=conv2d]; -"190 features/5/3/block/1/permute/0" [id=190, type=permute]; -"191 features.5.3.block.2.weight" [id=191, type=nncf_model_const]; -"192 features.5.3.block.2.bias" [id=192, type=nncf_model_const]; -"193 features/5/3/block/2/layer_norm/0" [id=193, type=layer_norm]; -"194 features.5.3.block.3.weight" [id=194, type=nncf_model_const]; -"195 features.5.3.block.3.bias" [id=195, type=nncf_model_const]; -"196 features/5/3/block/3/linear/0" [id=196, type=linear]; -"197 features/5/3/block/4/gelu/0" [id=197, type=gelu]; -"198 features.5.3.block.5.weight" [id=198, type=nncf_model_const]; -"199 features.5.3.block.5.bias" [id=199, type=nncf_model_const]; -"200 features/5/3/block/5/linear/0" [id=200, type=linear]; -"201 features/5/3/block/6/permute/0" [id=201, type=permute]; -"202 features.5.3.layer_scale" [id=202, type=nncf_model_const]; -"203 features/5/3/mul/0" [id=203, type=mul]; -"204 features/5/3/add_/0" [id=204, type=add_]; -"205 features.5.4.block.0.weight" [id=205, type=nncf_model_const]; -"206 features.5.4.block.0.bias" [id=206, type=nncf_model_const]; -"207 features/5/4/block/0/conv2d/0" [id=207, type=conv2d]; -"208 features/5/4/block/1/permute/0" [id=208, type=permute]; -"209 features.5.4.block.2.weight" [id=209, type=nncf_model_const]; -"210 features.5.4.block.2.bias" [id=210, type=nncf_model_const]; -"211 features/5/4/block/2/layer_norm/0" [id=211, type=layer_norm]; -"212 features.5.4.block.3.weight" [id=212, type=nncf_model_const]; -"213 features.5.4.block.3.bias" [id=213, type=nncf_model_const]; -"214 features/5/4/block/3/linear/0" [id=214, type=linear]; -"215 features/5/4/block/4/gelu/0" [id=215, type=gelu]; -"216 features.5.4.block.5.weight" [id=216, type=nncf_model_const]; -"217 features.5.4.block.5.bias" [id=217, type=nncf_model_const]; -"218 features/5/4/block/5/linear/0" [id=218, type=linear]; -"219 features/5/4/block/6/permute/0" [id=219, type=permute]; -"220 features.5.4.layer_scale" [id=220, type=nncf_model_const]; -"221 features/5/4/mul/0" [id=221, type=mul]; -"222 features/5/4/add_/0" [id=222, type=add_]; -"223 features.5.5.block.0.weight" [id=223, type=nncf_model_const]; -"224 features.5.5.block.0.bias" [id=224, type=nncf_model_const]; -"225 features/5/5/block/0/conv2d/0" [id=225, type=conv2d]; -"226 features/5/5/block/1/permute/0" [id=226, type=permute]; -"227 features.5.5.block.2.weight" [id=227, type=nncf_model_const]; -"228 features.5.5.block.2.bias" [id=228, type=nncf_model_const]; -"229 features/5/5/block/2/layer_norm/0" [id=229, type=layer_norm]; -"230 features.5.5.block.3.weight" [id=230, type=nncf_model_const]; -"231 features.5.5.block.3.bias" [id=231, type=nncf_model_const]; -"232 features/5/5/block/3/linear/0" [id=232, type=linear]; -"233 features/5/5/block/4/gelu/0" [id=233, type=gelu]; -"234 features.5.5.block.5.weight" [id=234, type=nncf_model_const]; -"235 features.5.5.block.5.bias" [id=235, type=nncf_model_const]; -"236 features/5/5/block/5/linear/0" [id=236, type=linear]; -"237 features/5/5/block/6/permute/0" [id=237, type=permute]; -"238 features.5.5.layer_scale" [id=238, type=nncf_model_const]; -"239 features/5/5/mul/0" [id=239, type=mul]; -"240 features/5/5/add_/0" [id=240, type=add_]; -"241 features.5.6.block.0.weight" [id=241, type=nncf_model_const]; -"242 features.5.6.block.0.bias" [id=242, type=nncf_model_const]; -"243 features/5/6/block/0/conv2d/0" [id=243, type=conv2d]; -"244 features/5/6/block/1/permute/0" [id=244, type=permute]; -"245 features.5.6.block.2.weight" [id=245, type=nncf_model_const]; -"246 features.5.6.block.2.bias" [id=246, type=nncf_model_const]; -"247 features/5/6/block/2/layer_norm/0" [id=247, type=layer_norm]; -"248 features.5.6.block.3.weight" [id=248, type=nncf_model_const]; -"249 features.5.6.block.3.bias" [id=249, type=nncf_model_const]; -"250 features/5/6/block/3/linear/0" [id=250, type=linear]; -"251 features/5/6/block/4/gelu/0" [id=251, type=gelu]; -"252 features.5.6.block.5.weight" [id=252, type=nncf_model_const]; -"253 features.5.6.block.5.bias" [id=253, type=nncf_model_const]; -"254 features/5/6/block/5/linear/0" [id=254, type=linear]; -"255 features/5/6/block/6/permute/0" [id=255, type=permute]; -"256 features.5.6.layer_scale" [id=256, type=nncf_model_const]; -"257 features/5/6/mul/0" [id=257, type=mul]; -"258 features/5/6/add_/0" [id=258, type=add_]; -"259 features.5.7.block.0.weight" [id=259, type=nncf_model_const]; -"260 features.5.7.block.0.bias" [id=260, type=nncf_model_const]; -"261 features/5/7/block/0/conv2d/0" [id=261, type=conv2d]; -"262 features/5/7/block/1/permute/0" [id=262, type=permute]; -"263 features.5.7.block.2.weight" [id=263, type=nncf_model_const]; -"264 features.5.7.block.2.bias" [id=264, type=nncf_model_const]; -"265 features/5/7/block/2/layer_norm/0" [id=265, type=layer_norm]; -"266 features.5.7.block.3.weight" [id=266, type=nncf_model_const]; -"267 features.5.7.block.3.bias" [id=267, type=nncf_model_const]; -"268 features/5/7/block/3/linear/0" [id=268, type=linear]; -"269 features/5/7/block/4/gelu/0" [id=269, type=gelu]; -"270 features.5.7.block.5.weight" [id=270, type=nncf_model_const]; -"271 features.5.7.block.5.bias" [id=271, type=nncf_model_const]; -"272 features/5/7/block/5/linear/0" [id=272, type=linear]; -"273 features/5/7/block/6/permute/0" [id=273, type=permute]; -"274 features.5.7.layer_scale" [id=274, type=nncf_model_const]; -"275 features/5/7/mul/0" [id=275, type=mul]; -"276 features/5/7/add_/0" [id=276, type=add_]; -"277 features.5.8.block.0.weight" [id=277, type=nncf_model_const]; -"278 features.5.8.block.0.bias" [id=278, type=nncf_model_const]; -"279 features/5/8/block/0/conv2d/0" [id=279, type=conv2d]; -"280 features/5/8/block/1/permute/0" [id=280, type=permute]; -"281 features.5.8.block.2.weight" [id=281, type=nncf_model_const]; -"282 features.5.8.block.2.bias" [id=282, type=nncf_model_const]; -"283 features/5/8/block/2/layer_norm/0" [id=283, type=layer_norm]; -"284 features.5.8.block.3.weight" [id=284, type=nncf_model_const]; -"285 features.5.8.block.3.bias" [id=285, type=nncf_model_const]; -"286 features/5/8/block/3/linear/0" [id=286, type=linear]; -"287 features/5/8/block/4/gelu/0" [id=287, type=gelu]; -"288 features.5.8.block.5.weight" [id=288, type=nncf_model_const]; -"289 features.5.8.block.5.bias" [id=289, type=nncf_model_const]; -"290 features/5/8/block/5/linear/0" [id=290, type=linear]; -"291 features/5/8/block/6/permute/0" [id=291, type=permute]; -"292 features.5.8.layer_scale" [id=292, type=nncf_model_const]; -"293 features/5/8/mul/0" [id=293, type=mul]; -"294 features/5/8/add_/0" [id=294, type=add_]; -"295 features.5.9.block.0.weight" [id=295, type=nncf_model_const]; -"296 features.5.9.block.0.bias" [id=296, type=nncf_model_const]; -"297 features/5/9/block/0/conv2d/0" [id=297, type=conv2d]; -"298 features/5/9/block/1/permute/0" [id=298, type=permute]; -"299 features.5.9.block.2.weight" [id=299, type=nncf_model_const]; -"300 features.5.9.block.2.bias" [id=300, type=nncf_model_const]; -"301 features/5/9/block/2/layer_norm/0" [id=301, type=layer_norm]; -"302 features.5.9.block.3.weight" [id=302, type=nncf_model_const]; -"303 features.5.9.block.3.bias" [id=303, type=nncf_model_const]; -"304 features/5/9/block/3/linear/0" [id=304, type=linear]; -"305 features/5/9/block/4/gelu/0" [id=305, type=gelu]; -"306 features.5.9.block.5.weight" [id=306, type=nncf_model_const]; -"307 features.5.9.block.5.bias" [id=307, type=nncf_model_const]; -"308 features/5/9/block/5/linear/0" [id=308, type=linear]; -"309 features/5/9/block/6/permute/0" [id=309, type=permute]; -"310 features.5.9.layer_scale" [id=310, type=nncf_model_const]; -"311 features/5/9/mul/0" [id=311, type=mul]; -"312 features/5/9/add_/0" [id=312, type=add_]; -"313 features.5.10.block.0.weight" [id=313, type=nncf_model_const]; -"314 features.5.10.block.0.bias" [id=314, type=nncf_model_const]; -"315 features/5/10/block/0/conv2d/0" [id=315, type=conv2d]; -"316 features/5/10/block/1/permute/0" [id=316, type=permute]; -"317 features.5.10.block.2.weight" [id=317, type=nncf_model_const]; -"318 features.5.10.block.2.bias" [id=318, type=nncf_model_const]; -"319 features/5/10/block/2/layer_norm/0" [id=319, type=layer_norm]; -"320 features.5.10.block.3.weight" [id=320, type=nncf_model_const]; -"321 features.5.10.block.3.bias" [id=321, type=nncf_model_const]; -"322 features/5/10/block/3/linear/0" [id=322, type=linear]; -"323 features/5/10/block/4/gelu/0" [id=323, type=gelu]; -"324 features.5.10.block.5.weight" [id=324, type=nncf_model_const]; -"325 features.5.10.block.5.bias" [id=325, type=nncf_model_const]; -"326 features/5/10/block/5/linear/0" [id=326, type=linear]; -"327 features/5/10/block/6/permute/0" [id=327, type=permute]; -"328 features.5.10.layer_scale" [id=328, type=nncf_model_const]; -"329 features/5/10/mul/0" [id=329, type=mul]; -"330 features/5/10/add_/0" [id=330, type=add_]; -"331 features.5.11.block.0.weight" [id=331, type=nncf_model_const]; -"332 features.5.11.block.0.bias" [id=332, type=nncf_model_const]; -"333 features/5/11/block/0/conv2d/0" [id=333, type=conv2d]; -"334 features/5/11/block/1/permute/0" [id=334, type=permute]; -"335 features.5.11.block.2.weight" [id=335, type=nncf_model_const]; -"336 features.5.11.block.2.bias" [id=336, type=nncf_model_const]; -"337 features/5/11/block/2/layer_norm/0" [id=337, type=layer_norm]; -"338 features.5.11.block.3.weight" [id=338, type=nncf_model_const]; -"339 features.5.11.block.3.bias" [id=339, type=nncf_model_const]; -"340 features/5/11/block/3/linear/0" [id=340, type=linear]; -"341 features/5/11/block/4/gelu/0" [id=341, type=gelu]; -"342 features.5.11.block.5.weight" [id=342, type=nncf_model_const]; -"343 features.5.11.block.5.bias" [id=343, type=nncf_model_const]; -"344 features/5/11/block/5/linear/0" [id=344, type=linear]; -"345 features/5/11/block/6/permute/0" [id=345, type=permute]; -"346 features.5.11.layer_scale" [id=346, type=nncf_model_const]; -"347 features/5/11/mul/0" [id=347, type=mul]; -"348 features/5/11/add_/0" [id=348, type=add_]; -"349 features.5.12.block.0.weight" [id=349, type=nncf_model_const]; -"350 features.5.12.block.0.bias" [id=350, type=nncf_model_const]; -"351 features/5/12/block/0/conv2d/0" [id=351, type=conv2d]; -"352 features/5/12/block/1/permute/0" [id=352, type=permute]; -"353 features.5.12.block.2.weight" [id=353, type=nncf_model_const]; -"354 features.5.12.block.2.bias" [id=354, type=nncf_model_const]; -"355 features/5/12/block/2/layer_norm/0" [id=355, type=layer_norm]; -"356 features.5.12.block.3.weight" [id=356, type=nncf_model_const]; -"357 features.5.12.block.3.bias" [id=357, type=nncf_model_const]; -"358 features/5/12/block/3/linear/0" [id=358, type=linear]; -"359 features/5/12/block/4/gelu/0" [id=359, type=gelu]; -"360 features.5.12.block.5.weight" [id=360, type=nncf_model_const]; -"361 features.5.12.block.5.bias" [id=361, type=nncf_model_const]; -"362 features/5/12/block/5/linear/0" [id=362, type=linear]; -"363 features/5/12/block/6/permute/0" [id=363, type=permute]; -"364 features.5.12.layer_scale" [id=364, type=nncf_model_const]; -"365 features/5/12/mul/0" [id=365, type=mul]; -"366 features/5/12/add_/0" [id=366, type=add_]; -"367 features.5.13.block.0.weight" [id=367, type=nncf_model_const]; -"368 features.5.13.block.0.bias" [id=368, type=nncf_model_const]; -"369 features/5/13/block/0/conv2d/0" [id=369, type=conv2d]; -"370 features/5/13/block/1/permute/0" [id=370, type=permute]; -"371 features.5.13.block.2.weight" [id=371, type=nncf_model_const]; -"372 features.5.13.block.2.bias" [id=372, type=nncf_model_const]; -"373 features/5/13/block/2/layer_norm/0" [id=373, type=layer_norm]; -"374 features.5.13.block.3.weight" [id=374, type=nncf_model_const]; -"375 features.5.13.block.3.bias" [id=375, type=nncf_model_const]; -"376 features/5/13/block/3/linear/0" [id=376, type=linear]; -"377 features/5/13/block/4/gelu/0" [id=377, type=gelu]; -"378 features.5.13.block.5.weight" [id=378, type=nncf_model_const]; -"379 features.5.13.block.5.bias" [id=379, type=nncf_model_const]; -"380 features/5/13/block/5/linear/0" [id=380, type=linear]; -"381 features/5/13/block/6/permute/0" [id=381, type=permute]; -"382 features.5.13.layer_scale" [id=382, type=nncf_model_const]; -"383 features/5/13/mul/0" [id=383, type=mul]; -"384 features/5/13/add_/0" [id=384, type=add_]; -"385 features.5.14.block.0.weight" [id=385, type=nncf_model_const]; -"386 features.5.14.block.0.bias" [id=386, type=nncf_model_const]; -"387 features/5/14/block/0/conv2d/0" [id=387, type=conv2d]; -"388 features/5/14/block/1/permute/0" [id=388, type=permute]; -"389 features.5.14.block.2.weight" [id=389, type=nncf_model_const]; -"390 features.5.14.block.2.bias" [id=390, type=nncf_model_const]; -"391 features/5/14/block/2/layer_norm/0" [id=391, type=layer_norm]; -"392 features.5.14.block.3.weight" [id=392, type=nncf_model_const]; -"393 features.5.14.block.3.bias" [id=393, type=nncf_model_const]; -"394 features/5/14/block/3/linear/0" [id=394, type=linear]; -"395 features/5/14/block/4/gelu/0" [id=395, type=gelu]; -"396 features.5.14.block.5.weight" [id=396, type=nncf_model_const]; -"397 features.5.14.block.5.bias" [id=397, type=nncf_model_const]; -"398 features/5/14/block/5/linear/0" [id=398, type=linear]; -"399 features/5/14/block/6/permute/0" [id=399, type=permute]; -"400 features.5.14.layer_scale" [id=400, type=nncf_model_const]; -"401 features/5/14/mul/0" [id=401, type=mul]; -"402 features/5/14/add_/0" [id=402, type=add_]; -"403 features.5.15.block.0.weight" [id=403, type=nncf_model_const]; -"404 features.5.15.block.0.bias" [id=404, type=nncf_model_const]; -"405 features/5/15/block/0/conv2d/0" [id=405, type=conv2d]; -"406 features/5/15/block/1/permute/0" [id=406, type=permute]; -"407 features.5.15.block.2.weight" [id=407, type=nncf_model_const]; -"408 features.5.15.block.2.bias" [id=408, type=nncf_model_const]; -"409 features/5/15/block/2/layer_norm/0" [id=409, type=layer_norm]; -"410 features.5.15.block.3.weight" [id=410, type=nncf_model_const]; -"411 features.5.15.block.3.bias" [id=411, type=nncf_model_const]; -"412 features/5/15/block/3/linear/0" [id=412, type=linear]; -"413 features/5/15/block/4/gelu/0" [id=413, type=gelu]; -"414 features.5.15.block.5.weight" [id=414, type=nncf_model_const]; -"415 features.5.15.block.5.bias" [id=415, type=nncf_model_const]; -"416 features/5/15/block/5/linear/0" [id=416, type=linear]; -"417 features/5/15/block/6/permute/0" [id=417, type=permute]; -"418 features.5.15.layer_scale" [id=418, type=nncf_model_const]; -"419 features/5/15/mul/0" [id=419, type=mul]; -"420 features/5/15/add_/0" [id=420, type=add_]; -"421 features.5.16.block.0.weight" [id=421, type=nncf_model_const]; -"422 features.5.16.block.0.bias" [id=422, type=nncf_model_const]; -"423 features/5/16/block/0/conv2d/0" [id=423, type=conv2d]; -"424 features/5/16/block/1/permute/0" [id=424, type=permute]; -"425 features.5.16.block.2.weight" [id=425, type=nncf_model_const]; -"426 features.5.16.block.2.bias" [id=426, type=nncf_model_const]; -"427 features/5/16/block/2/layer_norm/0" [id=427, type=layer_norm]; -"428 features.5.16.block.3.weight" [id=428, type=nncf_model_const]; -"429 features.5.16.block.3.bias" [id=429, type=nncf_model_const]; -"430 features/5/16/block/3/linear/0" [id=430, type=linear]; -"431 features/5/16/block/4/gelu/0" [id=431, type=gelu]; -"432 features.5.16.block.5.weight" [id=432, type=nncf_model_const]; -"433 features.5.16.block.5.bias" [id=433, type=nncf_model_const]; -"434 features/5/16/block/5/linear/0" [id=434, type=linear]; -"435 features/5/16/block/6/permute/0" [id=435, type=permute]; -"436 features.5.16.layer_scale" [id=436, type=nncf_model_const]; -"437 features/5/16/mul/0" [id=437, type=mul]; -"438 features/5/16/add_/0" [id=438, type=add_]; -"439 features.5.17.block.0.weight" [id=439, type=nncf_model_const]; -"440 features.5.17.block.0.bias" [id=440, type=nncf_model_const]; -"441 features/5/17/block/0/conv2d/0" [id=441, type=conv2d]; -"442 features/5/17/block/1/permute/0" [id=442, type=permute]; -"443 features.5.17.block.2.weight" [id=443, type=nncf_model_const]; -"444 features.5.17.block.2.bias" [id=444, type=nncf_model_const]; -"445 features/5/17/block/2/layer_norm/0" [id=445, type=layer_norm]; -"446 features.5.17.block.3.weight" [id=446, type=nncf_model_const]; -"447 features.5.17.block.3.bias" [id=447, type=nncf_model_const]; -"448 features/5/17/block/3/linear/0" [id=448, type=linear]; -"449 features/5/17/block/4/gelu/0" [id=449, type=gelu]; -"450 features.5.17.block.5.weight" [id=450, type=nncf_model_const]; -"451 features.5.17.block.5.bias" [id=451, type=nncf_model_const]; -"452 features/5/17/block/5/linear/0" [id=452, type=linear]; -"453 features/5/17/block/6/permute/0" [id=453, type=permute]; -"454 features.5.17.layer_scale" [id=454, type=nncf_model_const]; -"455 features/5/17/mul/0" [id=455, type=mul]; -"456 features/5/17/add_/0" [id=456, type=add_]; -"457 features.5.18.block.0.weight" [id=457, type=nncf_model_const]; -"458 features.5.18.block.0.bias" [id=458, type=nncf_model_const]; -"459 features/5/18/block/0/conv2d/0" [id=459, type=conv2d]; -"460 features/5/18/block/1/permute/0" [id=460, type=permute]; -"461 features.5.18.block.2.weight" [id=461, type=nncf_model_const]; -"462 features.5.18.block.2.bias" [id=462, type=nncf_model_const]; -"463 features/5/18/block/2/layer_norm/0" [id=463, type=layer_norm]; -"464 features.5.18.block.3.weight" [id=464, type=nncf_model_const]; -"465 features.5.18.block.3.bias" [id=465, type=nncf_model_const]; -"466 features/5/18/block/3/linear/0" [id=466, type=linear]; -"467 features/5/18/block/4/gelu/0" [id=467, type=gelu]; -"468 features.5.18.block.5.weight" [id=468, type=nncf_model_const]; -"469 features.5.18.block.5.bias" [id=469, type=nncf_model_const]; -"470 features/5/18/block/5/linear/0" [id=470, type=linear]; -"471 features/5/18/block/6/permute/0" [id=471, type=permute]; -"472 features.5.18.layer_scale" [id=472, type=nncf_model_const]; -"473 features/5/18/mul/0" [id=473, type=mul]; -"474 features/5/18/add_/0" [id=474, type=add_]; -"475 features.5.19.block.0.weight" [id=475, type=nncf_model_const]; -"476 features.5.19.block.0.bias" [id=476, type=nncf_model_const]; -"477 features/5/19/block/0/conv2d/0" [id=477, type=conv2d]; -"478 features/5/19/block/1/permute/0" [id=478, type=permute]; -"479 features.5.19.block.2.weight" [id=479, type=nncf_model_const]; -"480 features.5.19.block.2.bias" [id=480, type=nncf_model_const]; -"481 features/5/19/block/2/layer_norm/0" [id=481, type=layer_norm]; -"482 features.5.19.block.3.weight" [id=482, type=nncf_model_const]; -"483 features.5.19.block.3.bias" [id=483, type=nncf_model_const]; -"484 features/5/19/block/3/linear/0" [id=484, type=linear]; -"485 features/5/19/block/4/gelu/0" [id=485, type=gelu]; -"486 features.5.19.block.5.weight" [id=486, type=nncf_model_const]; -"487 features.5.19.block.5.bias" [id=487, type=nncf_model_const]; -"488 features/5/19/block/5/linear/0" [id=488, type=linear]; -"489 features/5/19/block/6/permute/0" [id=489, type=permute]; -"490 features.5.19.layer_scale" [id=490, type=nncf_model_const]; -"491 features/5/19/mul/0" [id=491, type=mul]; -"492 features/5/19/add_/0" [id=492, type=add_]; -"493 features.5.20.block.0.weight" [id=493, type=nncf_model_const]; -"494 features.5.20.block.0.bias" [id=494, type=nncf_model_const]; -"495 features/5/20/block/0/conv2d/0" [id=495, type=conv2d]; -"496 features/5/20/block/1/permute/0" [id=496, type=permute]; -"497 features.5.20.block.2.weight" [id=497, type=nncf_model_const]; -"498 features.5.20.block.2.bias" [id=498, type=nncf_model_const]; -"499 features/5/20/block/2/layer_norm/0" [id=499, type=layer_norm]; -"500 features.5.20.block.3.weight" [id=500, type=nncf_model_const]; -"501 features.5.20.block.3.bias" [id=501, type=nncf_model_const]; -"502 features/5/20/block/3/linear/0" [id=502, type=linear]; -"503 features/5/20/block/4/gelu/0" [id=503, type=gelu]; -"504 features.5.20.block.5.weight" [id=504, type=nncf_model_const]; -"505 features.5.20.block.5.bias" [id=505, type=nncf_model_const]; -"506 features/5/20/block/5/linear/0" [id=506, type=linear]; -"507 features/5/20/block/6/permute/0" [id=507, type=permute]; -"508 features.5.20.layer_scale" [id=508, type=nncf_model_const]; -"509 features/5/20/mul/0" [id=509, type=mul]; -"510 features/5/20/add_/0" [id=510, type=add_]; -"511 features.5.21.block.0.weight" [id=511, type=nncf_model_const]; -"512 features.5.21.block.0.bias" [id=512, type=nncf_model_const]; -"513 features/5/21/block/0/conv2d/0" [id=513, type=conv2d]; -"514 features/5/21/block/1/permute/0" [id=514, type=permute]; -"515 features.5.21.block.2.weight" [id=515, type=nncf_model_const]; -"516 features.5.21.block.2.bias" [id=516, type=nncf_model_const]; -"517 features/5/21/block/2/layer_norm/0" [id=517, type=layer_norm]; -"518 features.5.21.block.3.weight" [id=518, type=nncf_model_const]; -"519 features.5.21.block.3.bias" [id=519, type=nncf_model_const]; -"520 features/5/21/block/3/linear/0" [id=520, type=linear]; -"521 features/5/21/block/4/gelu/0" [id=521, type=gelu]; -"522 features.5.21.block.5.weight" [id=522, type=nncf_model_const]; -"523 features.5.21.block.5.bias" [id=523, type=nncf_model_const]; -"524 features/5/21/block/5/linear/0" [id=524, type=linear]; -"525 features/5/21/block/6/permute/0" [id=525, type=permute]; -"526 features.5.21.layer_scale" [id=526, type=nncf_model_const]; -"527 features/5/21/mul/0" [id=527, type=mul]; -"528 features/5/21/add_/0" [id=528, type=add_]; -"529 features.5.22.block.0.weight" [id=529, type=nncf_model_const]; -"530 features.5.22.block.0.bias" [id=530, type=nncf_model_const]; -"531 features/5/22/block/0/conv2d/0" [id=531, type=conv2d]; -"532 features/5/22/block/1/permute/0" [id=532, type=permute]; -"533 features.5.22.block.2.weight" [id=533, type=nncf_model_const]; -"534 features.5.22.block.2.bias" [id=534, type=nncf_model_const]; -"535 features/5/22/block/2/layer_norm/0" [id=535, type=layer_norm]; -"536 features.5.22.block.3.weight" [id=536, type=nncf_model_const]; -"537 features.5.22.block.3.bias" [id=537, type=nncf_model_const]; -"538 features/5/22/block/3/linear/0" [id=538, type=linear]; -"539 features/5/22/block/4/gelu/0" [id=539, type=gelu]; -"540 features.5.22.block.5.weight" [id=540, type=nncf_model_const]; -"541 features.5.22.block.5.bias" [id=541, type=nncf_model_const]; -"542 features/5/22/block/5/linear/0" [id=542, type=linear]; -"543 features/5/22/block/6/permute/0" [id=543, type=permute]; -"544 features.5.22.layer_scale" [id=544, type=nncf_model_const]; -"545 features/5/22/mul/0" [id=545, type=mul]; -"546 features/5/22/add_/0" [id=546, type=add_]; -"547 features.5.23.block.0.weight" [id=547, type=nncf_model_const]; -"548 features.5.23.block.0.bias" [id=548, type=nncf_model_const]; -"549 features/5/23/block/0/conv2d/0" [id=549, type=conv2d]; -"550 features/5/23/block/1/permute/0" [id=550, type=permute]; -"551 features.5.23.block.2.weight" [id=551, type=nncf_model_const]; -"552 features.5.23.block.2.bias" [id=552, type=nncf_model_const]; -"553 features/5/23/block/2/layer_norm/0" [id=553, type=layer_norm]; -"554 features.5.23.block.3.weight" [id=554, type=nncf_model_const]; -"555 features.5.23.block.3.bias" [id=555, type=nncf_model_const]; -"556 features/5/23/block/3/linear/0" [id=556, type=linear]; -"557 features/5/23/block/4/gelu/0" [id=557, type=gelu]; -"558 features.5.23.block.5.weight" [id=558, type=nncf_model_const]; -"559 features.5.23.block.5.bias" [id=559, type=nncf_model_const]; -"560 features/5/23/block/5/linear/0" [id=560, type=linear]; -"561 features/5/23/block/6/permute/0" [id=561, type=permute]; -"562 features.5.23.layer_scale" [id=562, type=nncf_model_const]; -"563 features/5/23/mul/0" [id=563, type=mul]; -"564 features/5/23/add_/0" [id=564, type=add_]; -"565 features.5.24.block.0.weight" [id=565, type=nncf_model_const]; -"566 features.5.24.block.0.bias" [id=566, type=nncf_model_const]; -"567 features/5/24/block/0/conv2d/0" [id=567, type=conv2d]; -"568 features/5/24/block/1/permute/0" [id=568, type=permute]; -"569 features.5.24.block.2.weight" [id=569, type=nncf_model_const]; -"570 features.5.24.block.2.bias" [id=570, type=nncf_model_const]; -"571 features/5/24/block/2/layer_norm/0" [id=571, type=layer_norm]; -"572 features.5.24.block.3.weight" [id=572, type=nncf_model_const]; -"573 features.5.24.block.3.bias" [id=573, type=nncf_model_const]; -"574 features/5/24/block/3/linear/0" [id=574, type=linear]; -"575 features/5/24/block/4/gelu/0" [id=575, type=gelu]; -"576 features.5.24.block.5.weight" [id=576, type=nncf_model_const]; -"577 features.5.24.block.5.bias" [id=577, type=nncf_model_const]; -"578 features/5/24/block/5/linear/0" [id=578, type=linear]; -"579 features/5/24/block/6/permute/0" [id=579, type=permute]; -"580 features.5.24.layer_scale" [id=580, type=nncf_model_const]; -"581 features/5/24/mul/0" [id=581, type=mul]; -"582 features/5/24/add_/0" [id=582, type=add_]; -"583 features.5.25.block.0.weight" [id=583, type=nncf_model_const]; -"584 features.5.25.block.0.bias" [id=584, type=nncf_model_const]; -"585 features/5/25/block/0/conv2d/0" [id=585, type=conv2d]; -"586 features/5/25/block/1/permute/0" [id=586, type=permute]; -"587 features.5.25.block.2.weight" [id=587, type=nncf_model_const]; -"588 features.5.25.block.2.bias" [id=588, type=nncf_model_const]; -"589 features/5/25/block/2/layer_norm/0" [id=589, type=layer_norm]; -"590 features.5.25.block.3.weight" [id=590, type=nncf_model_const]; -"591 features.5.25.block.3.bias" [id=591, type=nncf_model_const]; -"592 features/5/25/block/3/linear/0" [id=592, type=linear]; -"593 features/5/25/block/4/gelu/0" [id=593, type=gelu]; -"594 features.5.25.block.5.weight" [id=594, type=nncf_model_const]; -"595 features.5.25.block.5.bias" [id=595, type=nncf_model_const]; -"596 features/5/25/block/5/linear/0" [id=596, type=linear]; -"597 features/5/25/block/6/permute/0" [id=597, type=permute]; -"598 features.5.25.layer_scale" [id=598, type=nncf_model_const]; -"599 features/5/25/mul/0" [id=599, type=mul]; -"600 features/5/25/add_/0" [id=600, type=add_]; -"601 features.5.26.block.0.weight" [id=601, type=nncf_model_const]; -"602 features.5.26.block.0.bias" [id=602, type=nncf_model_const]; -"603 features/5/26/block/0/conv2d/0" [id=603, type=conv2d]; -"604 features/5/26/block/1/permute/0" [id=604, type=permute]; -"605 features.5.26.block.2.weight" [id=605, type=nncf_model_const]; -"606 features.5.26.block.2.bias" [id=606, type=nncf_model_const]; -"607 features/5/26/block/2/layer_norm/0" [id=607, type=layer_norm]; -"608 features.5.26.block.3.weight" [id=608, type=nncf_model_const]; -"609 features.5.26.block.3.bias" [id=609, type=nncf_model_const]; -"610 features/5/26/block/3/linear/0" [id=610, type=linear]; -"611 features/5/26/block/4/gelu/0" [id=611, type=gelu]; -"612 features.5.26.block.5.weight" [id=612, type=nncf_model_const]; -"613 features.5.26.block.5.bias" [id=613, type=nncf_model_const]; -"614 features/5/26/block/5/linear/0" [id=614, type=linear]; -"615 features/5/26/block/6/permute/0" [id=615, type=permute]; -"616 features.5.26.layer_scale" [id=616, type=nncf_model_const]; -"617 features/5/26/mul/0" [id=617, type=mul]; -"618 features/5/26/add_/0" [id=618, type=add_]; -"619 features/6/0/permute/0" [id=619, type=permute]; -"620 features.6.0.weight" [id=620, type=nncf_model_const]; -"621 features.6.0.bias" [id=621, type=nncf_model_const]; -"622 features/6/0/layer_norm/0" [id=622, type=layer_norm]; -"623 features/6/0/permute/1" [id=623, type=permute]; -"624 features.6.1.weight" [id=624, type=nncf_model_const]; -"625 features.6.1.bias" [id=625, type=nncf_model_const]; -"626 features/6/1/conv2d/0" [id=626, type=conv2d]; -"627 features.7.0.block.0.weight" [id=627, type=nncf_model_const]; -"628 features.7.0.block.0.bias" [id=628, type=nncf_model_const]; -"629 features/7/0/block/0/conv2d/0" [id=629, type=conv2d]; -"630 features/7/0/block/1/permute/0" [id=630, type=permute]; -"631 features.7.0.block.2.weight" [id=631, type=nncf_model_const]; -"632 features.7.0.block.2.bias" [id=632, type=nncf_model_const]; -"633 features/7/0/block/2/layer_norm/0" [id=633, type=layer_norm]; -"634 features.7.0.block.3.weight" [id=634, type=nncf_model_const]; -"635 features.7.0.block.3.bias" [id=635, type=nncf_model_const]; -"636 features/7/0/block/3/linear/0" [id=636, type=linear]; -"637 features/7/0/block/4/gelu/0" [id=637, type=gelu]; -"638 features.7.0.block.5.weight" [id=638, type=nncf_model_const]; -"639 features.7.0.block.5.bias" [id=639, type=nncf_model_const]; -"640 features/7/0/block/5/linear/0" [id=640, type=linear]; -"641 features/7/0/block/6/permute/0" [id=641, type=permute]; -"642 features.7.0.layer_scale" [id=642, type=nncf_model_const]; -"643 features/7/0/mul/0" [id=643, type=mul]; -"644 features/7/0/add_/0" [id=644, type=add_]; -"645 features.7.1.block.0.weight" [id=645, type=nncf_model_const]; -"646 features.7.1.block.0.bias" [id=646, type=nncf_model_const]; -"647 features/7/1/block/0/conv2d/0" [id=647, type=conv2d]; -"648 features/7/1/block/1/permute/0" [id=648, type=permute]; -"649 features.7.1.block.2.weight" [id=649, type=nncf_model_const]; -"650 features.7.1.block.2.bias" [id=650, type=nncf_model_const]; -"651 features/7/1/block/2/layer_norm/0" [id=651, type=layer_norm]; -"652 features.7.1.block.3.weight" [id=652, type=nncf_model_const]; -"653 features.7.1.block.3.bias" [id=653, type=nncf_model_const]; -"654 features/7/1/block/3/linear/0" [id=654, type=linear]; -"655 features/7/1/block/4/gelu/0" [id=655, type=gelu]; -"656 features.7.1.block.5.weight" [id=656, type=nncf_model_const]; -"657 features.7.1.block.5.bias" [id=657, type=nncf_model_const]; -"658 features/7/1/block/5/linear/0" [id=658, type=linear]; -"659 features/7/1/block/6/permute/0" [id=659, type=permute]; -"660 features.7.1.layer_scale" [id=660, type=nncf_model_const]; -"661 features/7/1/mul/0" [id=661, type=mul]; -"662 features/7/1/add_/0" [id=662, type=add_]; -"663 features.7.2.block.0.weight" [id=663, type=nncf_model_const]; -"664 features.7.2.block.0.bias" [id=664, type=nncf_model_const]; -"665 features/7/2/block/0/conv2d/0" [id=665, type=conv2d]; -"666 features/7/2/block/1/permute/0" [id=666, type=permute]; -"667 features.7.2.block.2.weight" [id=667, type=nncf_model_const]; -"668 features.7.2.block.2.bias" [id=668, type=nncf_model_const]; -"669 features/7/2/block/2/layer_norm/0" [id=669, type=layer_norm]; -"670 features.7.2.block.3.weight" [id=670, type=nncf_model_const]; -"671 features.7.2.block.3.bias" [id=671, type=nncf_model_const]; -"672 features/7/2/block/3/linear/0" [id=672, type=linear]; -"673 features/7/2/block/4/gelu/0" [id=673, type=gelu]; -"674 features.7.2.block.5.weight" [id=674, type=nncf_model_const]; -"675 features.7.2.block.5.bias" [id=675, type=nncf_model_const]; -"676 features/7/2/block/5/linear/0" [id=676, type=linear]; -"677 features/7/2/block/6/permute/0" [id=677, type=permute]; -"678 features.7.2.layer_scale" [id=678, type=nncf_model_const]; -"679 features/7/2/mul/0" [id=679, type=mul]; -"680 features/7/2/add_/0" [id=680, type=add_]; -"681 avgpool/adaptive_avg_pool2d/0" [id=681, type=adaptive_avg_pool2d]; -"682 classifier/0/permute/0" [id=682, type=permute]; -"683 classifier.0.weight" [id=683, type=nncf_model_const]; -"684 classifier.0.bias" [id=684, type=nncf_model_const]; -"685 classifier/0/layer_norm/0" [id=685, type=layer_norm]; -"686 classifier/0/permute/1" [id=686, type=permute]; -"687 classifier/1/flatten/0" [id=687, type=flatten]; -"688 classifier.2.weight" [id=688, type=nncf_model_const]; -"689 classifier.2.bias" [id=689, type=nncf_model_const]; -"690 classifier/2/linear/0" [id=690, type=linear]; -"691 output" [id=691, type=nncf_model_output]; -"0 x" -> "3 features/0/0/conv2d/0" [label="(1, 3, 64, 64)", style=solid]; -"1 features.0.0.weight" -> "3 features/0/0/conv2d/0" [label="(96, 3, 4, 4)", style=solid]; -"2 features.0.0.bias" -> "3 features/0/0/conv2d/0" [label="(96,)", style=solid]; -"3 features/0/0/conv2d/0" -> "4 features/0/1/permute/0" [label="(1, 96, 16, 16)", style=solid]; -"4 features/0/1/permute/0" -> "7 features/0/1/layer_norm/0" [label="(1, 16, 16, 96)", style=solid]; -"5 features.0.1.weight" -> "7 features/0/1/layer_norm/0" [label="(96,)", style=solid]; -"6 features.0.1.bias" -> "7 features/0/1/layer_norm/0" [label="(96,)", style=solid]; -"7 features/0/1/layer_norm/0" -> "8 features/0/1/permute/1" [label="(1, 16, 16, 96)", style=solid]; -"8 features/0/1/permute/1" -> "11 features/1/0/block/0/conv2d/0" [label="(1, 96, 16, 16)", style=solid]; -"8 features/0/1/permute/1" -> "26 features/1/0/add_/0" [label="(1, 96, 16, 16)", style=solid]; -"9 features.1.0.block.0.weight" -> "11 features/1/0/block/0/conv2d/0" [label="(96, 1, 7, 7)", style=solid]; -"10 features.1.0.block.0.bias" -> "11 features/1/0/block/0/conv2d/0" [label="(96,)", style=solid]; -"11 features/1/0/block/0/conv2d/0" -> "12 features/1/0/block/1/permute/0" [label="(1, 96, 16, 16)", style=solid]; -"12 features/1/0/block/1/permute/0" -> "15 features/1/0/block/2/layer_norm/0" [label="(1, 16, 16, 96)", style=solid]; -"13 features.1.0.block.2.weight" -> "15 features/1/0/block/2/layer_norm/0" [label="(96,)", style=solid]; -"14 features.1.0.block.2.bias" -> "15 features/1/0/block/2/layer_norm/0" [label="(96,)", style=solid]; -"15 features/1/0/block/2/layer_norm/0" -> "18 features/1/0/block/3/linear/0" [label="(1, 16, 16, 96)", style=solid]; -"16 features.1.0.block.3.weight" -> "18 features/1/0/block/3/linear/0" [label="(384, 96)", style=solid]; -"17 features.1.0.block.3.bias" -> "18 features/1/0/block/3/linear/0" [label="(384,)", style=solid]; -"18 features/1/0/block/3/linear/0" -> "19 features/1/0/block/4/gelu/0" [label="(1, 16, 16, 384)", style=solid]; -"19 features/1/0/block/4/gelu/0" -> "22 features/1/0/block/5/linear/0" [label="(1, 16, 16, 384)", style=solid]; -"20 features.1.0.block.5.weight" -> "22 features/1/0/block/5/linear/0" [label="(96, 384)", style=solid]; -"21 features.1.0.block.5.bias" -> "22 features/1/0/block/5/linear/0" [label="(96,)", style=solid]; -"22 features/1/0/block/5/linear/0" -> "23 features/1/0/block/6/permute/0" [label="(1, 16, 16, 96)", style=solid]; -"23 features/1/0/block/6/permute/0" -> "25 features/1/0/mul/0" [label="(1, 96, 16, 16)", style=solid]; -"24 features.1.0.layer_scale" -> "25 features/1/0/mul/0" [label="(96, 1, 1)", style=solid]; -"25 features/1/0/mul/0" -> "26 features/1/0/add_/0" [label="(1, 96, 16, 16)", style=solid]; -"26 features/1/0/add_/0" -> "29 features/1/1/block/0/conv2d/0" [label="(1, 96, 16, 16)", style=solid]; -"26 features/1/0/add_/0" -> "44 features/1/1/add_/0" [label="(1, 96, 16, 16)", style=solid]; -"27 features.1.1.block.0.weight" -> "29 features/1/1/block/0/conv2d/0" [label="(96, 1, 7, 7)", style=solid]; -"28 features.1.1.block.0.bias" -> "29 features/1/1/block/0/conv2d/0" [label="(96,)", style=solid]; -"29 features/1/1/block/0/conv2d/0" -> "30 features/1/1/block/1/permute/0" [label="(1, 96, 16, 16)", style=solid]; -"30 features/1/1/block/1/permute/0" -> "33 features/1/1/block/2/layer_norm/0" [label="(1, 16, 16, 96)", style=solid]; -"31 features.1.1.block.2.weight" -> "33 features/1/1/block/2/layer_norm/0" [label="(96,)", style=solid]; -"32 features.1.1.block.2.bias" -> "33 features/1/1/block/2/layer_norm/0" [label="(96,)", style=solid]; -"33 features/1/1/block/2/layer_norm/0" -> "36 features/1/1/block/3/linear/0" [label="(1, 16, 16, 96)", style=solid]; -"34 features.1.1.block.3.weight" -> "36 features/1/1/block/3/linear/0" [label="(384, 96)", style=solid]; -"35 features.1.1.block.3.bias" -> "36 features/1/1/block/3/linear/0" [label="(384,)", style=solid]; -"36 features/1/1/block/3/linear/0" -> "37 features/1/1/block/4/gelu/0" [label="(1, 16, 16, 384)", style=solid]; -"37 features/1/1/block/4/gelu/0" -> "40 features/1/1/block/5/linear/0" [label="(1, 16, 16, 384)", style=solid]; -"38 features.1.1.block.5.weight" -> "40 features/1/1/block/5/linear/0" [label="(96, 384)", style=solid]; -"39 features.1.1.block.5.bias" -> "40 features/1/1/block/5/linear/0" [label="(96,)", style=solid]; -"40 features/1/1/block/5/linear/0" -> "41 features/1/1/block/6/permute/0" [label="(1, 16, 16, 96)", style=solid]; -"41 features/1/1/block/6/permute/0" -> "43 features/1/1/mul/0" [label="(1, 96, 16, 16)", style=solid]; -"42 features.1.1.layer_scale" -> "43 features/1/1/mul/0" [label="(96, 1, 1)", style=solid]; -"43 features/1/1/mul/0" -> "44 features/1/1/add_/0" [label="(1, 96, 16, 16)", style=solid]; -"44 features/1/1/add_/0" -> "47 features/1/2/block/0/conv2d/0" [label="(1, 96, 16, 16)", style=solid]; -"44 features/1/1/add_/0" -> "62 features/1/2/add_/0" [label="(1, 96, 16, 16)", style=solid]; -"45 features.1.2.block.0.weight" -> "47 features/1/2/block/0/conv2d/0" [label="(96, 1, 7, 7)", style=solid]; -"46 features.1.2.block.0.bias" -> "47 features/1/2/block/0/conv2d/0" [label="(96,)", style=solid]; -"47 features/1/2/block/0/conv2d/0" -> "48 features/1/2/block/1/permute/0" [label="(1, 96, 16, 16)", style=solid]; -"48 features/1/2/block/1/permute/0" -> "51 features/1/2/block/2/layer_norm/0" [label="(1, 16, 16, 96)", style=solid]; -"49 features.1.2.block.2.weight" -> "51 features/1/2/block/2/layer_norm/0" [label="(96,)", style=solid]; -"50 features.1.2.block.2.bias" -> "51 features/1/2/block/2/layer_norm/0" [label="(96,)", style=solid]; -"51 features/1/2/block/2/layer_norm/0" -> "54 features/1/2/block/3/linear/0" [label="(1, 16, 16, 96)", style=solid]; -"52 features.1.2.block.3.weight" -> "54 features/1/2/block/3/linear/0" [label="(384, 96)", style=solid]; -"53 features.1.2.block.3.bias" -> "54 features/1/2/block/3/linear/0" [label="(384,)", style=solid]; -"54 features/1/2/block/3/linear/0" -> "55 features/1/2/block/4/gelu/0" [label="(1, 16, 16, 384)", style=solid]; -"55 features/1/2/block/4/gelu/0" -> "58 features/1/2/block/5/linear/0" [label="(1, 16, 16, 384)", style=solid]; -"56 features.1.2.block.5.weight" -> "58 features/1/2/block/5/linear/0" [label="(96, 384)", style=solid]; -"57 features.1.2.block.5.bias" -> "58 features/1/2/block/5/linear/0" [label="(96,)", style=solid]; -"58 features/1/2/block/5/linear/0" -> "59 features/1/2/block/6/permute/0" [label="(1, 16, 16, 96)", style=solid]; -"59 features/1/2/block/6/permute/0" -> "61 features/1/2/mul/0" [label="(1, 96, 16, 16)", style=solid]; -"60 features.1.2.layer_scale" -> "61 features/1/2/mul/0" [label="(96, 1, 1)", style=solid]; -"61 features/1/2/mul/0" -> "62 features/1/2/add_/0" [label="(1, 96, 16, 16)", style=solid]; -"62 features/1/2/add_/0" -> "63 features/2/0/permute/0" [label="(1, 96, 16, 16)", style=solid]; -"63 features/2/0/permute/0" -> "66 features/2/0/layer_norm/0" [label="(1, 16, 16, 96)", style=solid]; -"64 features.2.0.weight" -> "66 features/2/0/layer_norm/0" [label="(96,)", style=solid]; -"65 features.2.0.bias" -> "66 features/2/0/layer_norm/0" [label="(96,)", style=solid]; -"66 features/2/0/layer_norm/0" -> "67 features/2/0/permute/1" [label="(1, 16, 16, 96)", style=solid]; -"67 features/2/0/permute/1" -> "70 features/2/1/conv2d/0" [label="(1, 96, 16, 16)", style=solid]; -"68 features.2.1.weight" -> "70 features/2/1/conv2d/0" [label="(192, 96, 2, 2)", style=solid]; -"69 features.2.1.bias" -> "70 features/2/1/conv2d/0" [label="(192,)", style=solid]; -"70 features/2/1/conv2d/0" -> "73 features/3/0/block/0/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"70 features/2/1/conv2d/0" -> "88 features/3/0/add_/0" [label="(1, 192, 8, 8)", style=solid]; -"71 features.3.0.block.0.weight" -> "73 features/3/0/block/0/conv2d/0" [label="(192, 1, 7, 7)", style=solid]; -"72 features.3.0.block.0.bias" -> "73 features/3/0/block/0/conv2d/0" [label="(192,)", style=solid]; -"73 features/3/0/block/0/conv2d/0" -> "74 features/3/0/block/1/permute/0" [label="(1, 192, 8, 8)", style=solid]; -"74 features/3/0/block/1/permute/0" -> "77 features/3/0/block/2/layer_norm/0" [label="(1, 8, 8, 192)", style=solid]; -"75 features.3.0.block.2.weight" -> "77 features/3/0/block/2/layer_norm/0" [label="(192,)", style=solid]; -"76 features.3.0.block.2.bias" -> "77 features/3/0/block/2/layer_norm/0" [label="(192,)", style=solid]; -"77 features/3/0/block/2/layer_norm/0" -> "80 features/3/0/block/3/linear/0" [label="(1, 8, 8, 192)", style=solid]; -"78 features.3.0.block.3.weight" -> "80 features/3/0/block/3/linear/0" [label="(768, 192)", style=solid]; -"79 features.3.0.block.3.bias" -> "80 features/3/0/block/3/linear/0" [label="(768,)", style=solid]; -"80 features/3/0/block/3/linear/0" -> "81 features/3/0/block/4/gelu/0" [label="(1, 8, 8, 768)", style=solid]; -"81 features/3/0/block/4/gelu/0" -> "84 features/3/0/block/5/linear/0" [label="(1, 8, 8, 768)", style=solid]; -"82 features.3.0.block.5.weight" -> "84 features/3/0/block/5/linear/0" [label="(192, 768)", style=solid]; -"83 features.3.0.block.5.bias" -> "84 features/3/0/block/5/linear/0" [label="(192,)", style=solid]; -"84 features/3/0/block/5/linear/0" -> "85 features/3/0/block/6/permute/0" [label="(1, 8, 8, 192)", style=solid]; -"85 features/3/0/block/6/permute/0" -> "87 features/3/0/mul/0" [label="(1, 192, 8, 8)", style=solid]; -"86 features.3.0.layer_scale" -> "87 features/3/0/mul/0" [label="(192, 1, 1)", style=solid]; -"87 features/3/0/mul/0" -> "88 features/3/0/add_/0" [label="(1, 192, 8, 8)", style=solid]; -"88 features/3/0/add_/0" -> "91 features/3/1/block/0/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"88 features/3/0/add_/0" -> "106 features/3/1/add_/0" [label="(1, 192, 8, 8)", style=solid]; -"89 features.3.1.block.0.weight" -> "91 features/3/1/block/0/conv2d/0" [label="(192, 1, 7, 7)", style=solid]; -"90 features.3.1.block.0.bias" -> "91 features/3/1/block/0/conv2d/0" [label="(192,)", style=solid]; -"91 features/3/1/block/0/conv2d/0" -> "92 features/3/1/block/1/permute/0" [label="(1, 192, 8, 8)", style=solid]; -"92 features/3/1/block/1/permute/0" -> "95 features/3/1/block/2/layer_norm/0" [label="(1, 8, 8, 192)", style=solid]; -"93 features.3.1.block.2.weight" -> "95 features/3/1/block/2/layer_norm/0" [label="(192,)", style=solid]; -"94 features.3.1.block.2.bias" -> "95 features/3/1/block/2/layer_norm/0" [label="(192,)", style=solid]; -"95 features/3/1/block/2/layer_norm/0" -> "98 features/3/1/block/3/linear/0" [label="(1, 8, 8, 192)", style=solid]; -"96 features.3.1.block.3.weight" -> "98 features/3/1/block/3/linear/0" [label="(768, 192)", style=solid]; -"97 features.3.1.block.3.bias" -> "98 features/3/1/block/3/linear/0" [label="(768,)", style=solid]; -"98 features/3/1/block/3/linear/0" -> "99 features/3/1/block/4/gelu/0" [label="(1, 8, 8, 768)", style=solid]; -"99 features/3/1/block/4/gelu/0" -> "102 features/3/1/block/5/linear/0" [label="(1, 8, 8, 768)", style=solid]; -"100 features.3.1.block.5.weight" -> "102 features/3/1/block/5/linear/0" [label="(192, 768)", style=solid]; -"101 features.3.1.block.5.bias" -> "102 features/3/1/block/5/linear/0" [label="(192,)", style=solid]; -"102 features/3/1/block/5/linear/0" -> "103 features/3/1/block/6/permute/0" [label="(1, 8, 8, 192)", style=solid]; -"103 features/3/1/block/6/permute/0" -> "105 features/3/1/mul/0" [label="(1, 192, 8, 8)", style=solid]; -"104 features.3.1.layer_scale" -> "105 features/3/1/mul/0" [label="(192, 1, 1)", style=solid]; -"105 features/3/1/mul/0" -> "106 features/3/1/add_/0" [label="(1, 192, 8, 8)", style=solid]; -"106 features/3/1/add_/0" -> "109 features/3/2/block/0/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"106 features/3/1/add_/0" -> "124 features/3/2/add_/0" [label="(1, 192, 8, 8)", style=solid]; -"107 features.3.2.block.0.weight" -> "109 features/3/2/block/0/conv2d/0" [label="(192, 1, 7, 7)", style=solid]; -"108 features.3.2.block.0.bias" -> "109 features/3/2/block/0/conv2d/0" [label="(192,)", style=solid]; -"109 features/3/2/block/0/conv2d/0" -> "110 features/3/2/block/1/permute/0" [label="(1, 192, 8, 8)", style=solid]; -"110 features/3/2/block/1/permute/0" -> "113 features/3/2/block/2/layer_norm/0" [label="(1, 8, 8, 192)", style=solid]; -"111 features.3.2.block.2.weight" -> "113 features/3/2/block/2/layer_norm/0" [label="(192,)", style=solid]; -"112 features.3.2.block.2.bias" -> "113 features/3/2/block/2/layer_norm/0" [label="(192,)", style=solid]; -"113 features/3/2/block/2/layer_norm/0" -> "116 features/3/2/block/3/linear/0" [label="(1, 8, 8, 192)", style=solid]; -"114 features.3.2.block.3.weight" -> "116 features/3/2/block/3/linear/0" [label="(768, 192)", style=solid]; -"115 features.3.2.block.3.bias" -> "116 features/3/2/block/3/linear/0" [label="(768,)", style=solid]; -"116 features/3/2/block/3/linear/0" -> "117 features/3/2/block/4/gelu/0" [label="(1, 8, 8, 768)", style=solid]; -"117 features/3/2/block/4/gelu/0" -> "120 features/3/2/block/5/linear/0" [label="(1, 8, 8, 768)", style=solid]; -"118 features.3.2.block.5.weight" -> "120 features/3/2/block/5/linear/0" [label="(192, 768)", style=solid]; -"119 features.3.2.block.5.bias" -> "120 features/3/2/block/5/linear/0" [label="(192,)", style=solid]; -"120 features/3/2/block/5/linear/0" -> "121 features/3/2/block/6/permute/0" [label="(1, 8, 8, 192)", style=solid]; -"121 features/3/2/block/6/permute/0" -> "123 features/3/2/mul/0" [label="(1, 192, 8, 8)", style=solid]; -"122 features.3.2.layer_scale" -> "123 features/3/2/mul/0" [label="(192, 1, 1)", style=solid]; -"123 features/3/2/mul/0" -> "124 features/3/2/add_/0" [label="(1, 192, 8, 8)", style=solid]; -"124 features/3/2/add_/0" -> "125 features/4/0/permute/0" [label="(1, 192, 8, 8)", style=solid]; -"125 features/4/0/permute/0" -> "128 features/4/0/layer_norm/0" [label="(1, 8, 8, 192)", style=solid]; -"126 features.4.0.weight" -> "128 features/4/0/layer_norm/0" [label="(192,)", style=solid]; -"127 features.4.0.bias" -> "128 features/4/0/layer_norm/0" [label="(192,)", style=solid]; -"128 features/4/0/layer_norm/0" -> "129 features/4/0/permute/1" [label="(1, 8, 8, 192)", style=solid]; -"129 features/4/0/permute/1" -> "132 features/4/1/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"130 features.4.1.weight" -> "132 features/4/1/conv2d/0" [label="(384, 192, 2, 2)", style=solid]; -"131 features.4.1.bias" -> "132 features/4/1/conv2d/0" [label="(384,)", style=solid]; -"132 features/4/1/conv2d/0" -> "135 features/5/0/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"132 features/4/1/conv2d/0" -> "150 features/5/0/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"133 features.5.0.block.0.weight" -> "135 features/5/0/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"134 features.5.0.block.0.bias" -> "135 features/5/0/block/0/conv2d/0" [label="(384,)", style=solid]; -"135 features/5/0/block/0/conv2d/0" -> "136 features/5/0/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"136 features/5/0/block/1/permute/0" -> "139 features/5/0/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"137 features.5.0.block.2.weight" -> "139 features/5/0/block/2/layer_norm/0" [label="(384,)", style=solid]; -"138 features.5.0.block.2.bias" -> "139 features/5/0/block/2/layer_norm/0" [label="(384,)", style=solid]; -"139 features/5/0/block/2/layer_norm/0" -> "142 features/5/0/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"140 features.5.0.block.3.weight" -> "142 features/5/0/block/3/linear/0" [label="(1536, 384)", style=solid]; -"141 features.5.0.block.3.bias" -> "142 features/5/0/block/3/linear/0" [label="(1536,)", style=solid]; -"142 features/5/0/block/3/linear/0" -> "143 features/5/0/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"143 features/5/0/block/4/gelu/0" -> "146 features/5/0/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"144 features.5.0.block.5.weight" -> "146 features/5/0/block/5/linear/0" [label="(384, 1536)", style=solid]; -"145 features.5.0.block.5.bias" -> "146 features/5/0/block/5/linear/0" [label="(384,)", style=solid]; -"146 features/5/0/block/5/linear/0" -> "147 features/5/0/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"147 features/5/0/block/6/permute/0" -> "149 features/5/0/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"148 features.5.0.layer_scale" -> "149 features/5/0/mul/0" [label="(384, 1, 1)", style=solid]; -"149 features/5/0/mul/0" -> "150 features/5/0/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"150 features/5/0/add_/0" -> "153 features/5/1/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"150 features/5/0/add_/0" -> "168 features/5/1/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"151 features.5.1.block.0.weight" -> "153 features/5/1/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"152 features.5.1.block.0.bias" -> "153 features/5/1/block/0/conv2d/0" [label="(384,)", style=solid]; -"153 features/5/1/block/0/conv2d/0" -> "154 features/5/1/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"154 features/5/1/block/1/permute/0" -> "157 features/5/1/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"155 features.5.1.block.2.weight" -> "157 features/5/1/block/2/layer_norm/0" [label="(384,)", style=solid]; -"156 features.5.1.block.2.bias" -> "157 features/5/1/block/2/layer_norm/0" [label="(384,)", style=solid]; -"157 features/5/1/block/2/layer_norm/0" -> "160 features/5/1/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"158 features.5.1.block.3.weight" -> "160 features/5/1/block/3/linear/0" [label="(1536, 384)", style=solid]; -"159 features.5.1.block.3.bias" -> "160 features/5/1/block/3/linear/0" [label="(1536,)", style=solid]; -"160 features/5/1/block/3/linear/0" -> "161 features/5/1/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"161 features/5/1/block/4/gelu/0" -> "164 features/5/1/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"162 features.5.1.block.5.weight" -> "164 features/5/1/block/5/linear/0" [label="(384, 1536)", style=solid]; -"163 features.5.1.block.5.bias" -> "164 features/5/1/block/5/linear/0" [label="(384,)", style=solid]; -"164 features/5/1/block/5/linear/0" -> "165 features/5/1/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"165 features/5/1/block/6/permute/0" -> "167 features/5/1/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"166 features.5.1.layer_scale" -> "167 features/5/1/mul/0" [label="(384, 1, 1)", style=solid]; -"167 features/5/1/mul/0" -> "168 features/5/1/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"168 features/5/1/add_/0" -> "171 features/5/2/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"168 features/5/1/add_/0" -> "186 features/5/2/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"169 features.5.2.block.0.weight" -> "171 features/5/2/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"170 features.5.2.block.0.bias" -> "171 features/5/2/block/0/conv2d/0" [label="(384,)", style=solid]; -"171 features/5/2/block/0/conv2d/0" -> "172 features/5/2/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"172 features/5/2/block/1/permute/0" -> "175 features/5/2/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"173 features.5.2.block.2.weight" -> "175 features/5/2/block/2/layer_norm/0" [label="(384,)", style=solid]; -"174 features.5.2.block.2.bias" -> "175 features/5/2/block/2/layer_norm/0" [label="(384,)", style=solid]; -"175 features/5/2/block/2/layer_norm/0" -> "178 features/5/2/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"176 features.5.2.block.3.weight" -> "178 features/5/2/block/3/linear/0" [label="(1536, 384)", style=solid]; -"177 features.5.2.block.3.bias" -> "178 features/5/2/block/3/linear/0" [label="(1536,)", style=solid]; -"178 features/5/2/block/3/linear/0" -> "179 features/5/2/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"179 features/5/2/block/4/gelu/0" -> "182 features/5/2/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"180 features.5.2.block.5.weight" -> "182 features/5/2/block/5/linear/0" [label="(384, 1536)", style=solid]; -"181 features.5.2.block.5.bias" -> "182 features/5/2/block/5/linear/0" [label="(384,)", style=solid]; -"182 features/5/2/block/5/linear/0" -> "183 features/5/2/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"183 features/5/2/block/6/permute/0" -> "185 features/5/2/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"184 features.5.2.layer_scale" -> "185 features/5/2/mul/0" [label="(384, 1, 1)", style=solid]; -"185 features/5/2/mul/0" -> "186 features/5/2/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"186 features/5/2/add_/0" -> "189 features/5/3/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"186 features/5/2/add_/0" -> "204 features/5/3/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"187 features.5.3.block.0.weight" -> "189 features/5/3/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"188 features.5.3.block.0.bias" -> "189 features/5/3/block/0/conv2d/0" [label="(384,)", style=solid]; -"189 features/5/3/block/0/conv2d/0" -> "190 features/5/3/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"190 features/5/3/block/1/permute/0" -> "193 features/5/3/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"191 features.5.3.block.2.weight" -> "193 features/5/3/block/2/layer_norm/0" [label="(384,)", style=solid]; -"192 features.5.3.block.2.bias" -> "193 features/5/3/block/2/layer_norm/0" [label="(384,)", style=solid]; -"193 features/5/3/block/2/layer_norm/0" -> "196 features/5/3/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"194 features.5.3.block.3.weight" -> "196 features/5/3/block/3/linear/0" [label="(1536, 384)", style=solid]; -"195 features.5.3.block.3.bias" -> "196 features/5/3/block/3/linear/0" [label="(1536,)", style=solid]; -"196 features/5/3/block/3/linear/0" -> "197 features/5/3/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"197 features/5/3/block/4/gelu/0" -> "200 features/5/3/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"198 features.5.3.block.5.weight" -> "200 features/5/3/block/5/linear/0" [label="(384, 1536)", style=solid]; -"199 features.5.3.block.5.bias" -> "200 features/5/3/block/5/linear/0" [label="(384,)", style=solid]; -"200 features/5/3/block/5/linear/0" -> "201 features/5/3/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"201 features/5/3/block/6/permute/0" -> "203 features/5/3/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"202 features.5.3.layer_scale" -> "203 features/5/3/mul/0" [label="(384, 1, 1)", style=solid]; -"203 features/5/3/mul/0" -> "204 features/5/3/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"204 features/5/3/add_/0" -> "207 features/5/4/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"204 features/5/3/add_/0" -> "222 features/5/4/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"205 features.5.4.block.0.weight" -> "207 features/5/4/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"206 features.5.4.block.0.bias" -> "207 features/5/4/block/0/conv2d/0" [label="(384,)", style=solid]; -"207 features/5/4/block/0/conv2d/0" -> "208 features/5/4/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"208 features/5/4/block/1/permute/0" -> "211 features/5/4/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"209 features.5.4.block.2.weight" -> "211 features/5/4/block/2/layer_norm/0" [label="(384,)", style=solid]; -"210 features.5.4.block.2.bias" -> "211 features/5/4/block/2/layer_norm/0" [label="(384,)", style=solid]; -"211 features/5/4/block/2/layer_norm/0" -> "214 features/5/4/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"212 features.5.4.block.3.weight" -> "214 features/5/4/block/3/linear/0" [label="(1536, 384)", style=solid]; -"213 features.5.4.block.3.bias" -> "214 features/5/4/block/3/linear/0" [label="(1536,)", style=solid]; -"214 features/5/4/block/3/linear/0" -> "215 features/5/4/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"215 features/5/4/block/4/gelu/0" -> "218 features/5/4/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"216 features.5.4.block.5.weight" -> "218 features/5/4/block/5/linear/0" [label="(384, 1536)", style=solid]; -"217 features.5.4.block.5.bias" -> "218 features/5/4/block/5/linear/0" [label="(384,)", style=solid]; -"218 features/5/4/block/5/linear/0" -> "219 features/5/4/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"219 features/5/4/block/6/permute/0" -> "221 features/5/4/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"220 features.5.4.layer_scale" -> "221 features/5/4/mul/0" [label="(384, 1, 1)", style=solid]; -"221 features/5/4/mul/0" -> "222 features/5/4/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"222 features/5/4/add_/0" -> "225 features/5/5/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"222 features/5/4/add_/0" -> "240 features/5/5/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"223 features.5.5.block.0.weight" -> "225 features/5/5/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"224 features.5.5.block.0.bias" -> "225 features/5/5/block/0/conv2d/0" [label="(384,)", style=solid]; -"225 features/5/5/block/0/conv2d/0" -> "226 features/5/5/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"226 features/5/5/block/1/permute/0" -> "229 features/5/5/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"227 features.5.5.block.2.weight" -> "229 features/5/5/block/2/layer_norm/0" [label="(384,)", style=solid]; -"228 features.5.5.block.2.bias" -> "229 features/5/5/block/2/layer_norm/0" [label="(384,)", style=solid]; -"229 features/5/5/block/2/layer_norm/0" -> "232 features/5/5/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"230 features.5.5.block.3.weight" -> "232 features/5/5/block/3/linear/0" [label="(1536, 384)", style=solid]; -"231 features.5.5.block.3.bias" -> "232 features/5/5/block/3/linear/0" [label="(1536,)", style=solid]; -"232 features/5/5/block/3/linear/0" -> "233 features/5/5/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"233 features/5/5/block/4/gelu/0" -> "236 features/5/5/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"234 features.5.5.block.5.weight" -> "236 features/5/5/block/5/linear/0" [label="(384, 1536)", style=solid]; -"235 features.5.5.block.5.bias" -> "236 features/5/5/block/5/linear/0" [label="(384,)", style=solid]; -"236 features/5/5/block/5/linear/0" -> "237 features/5/5/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"237 features/5/5/block/6/permute/0" -> "239 features/5/5/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"238 features.5.5.layer_scale" -> "239 features/5/5/mul/0" [label="(384, 1, 1)", style=solid]; -"239 features/5/5/mul/0" -> "240 features/5/5/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"240 features/5/5/add_/0" -> "243 features/5/6/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"240 features/5/5/add_/0" -> "258 features/5/6/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"241 features.5.6.block.0.weight" -> "243 features/5/6/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"242 features.5.6.block.0.bias" -> "243 features/5/6/block/0/conv2d/0" [label="(384,)", style=solid]; -"243 features/5/6/block/0/conv2d/0" -> "244 features/5/6/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"244 features/5/6/block/1/permute/0" -> "247 features/5/6/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"245 features.5.6.block.2.weight" -> "247 features/5/6/block/2/layer_norm/0" [label="(384,)", style=solid]; -"246 features.5.6.block.2.bias" -> "247 features/5/6/block/2/layer_norm/0" [label="(384,)", style=solid]; -"247 features/5/6/block/2/layer_norm/0" -> "250 features/5/6/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"248 features.5.6.block.3.weight" -> "250 features/5/6/block/3/linear/0" [label="(1536, 384)", style=solid]; -"249 features.5.6.block.3.bias" -> "250 features/5/6/block/3/linear/0" [label="(1536,)", style=solid]; -"250 features/5/6/block/3/linear/0" -> "251 features/5/6/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"251 features/5/6/block/4/gelu/0" -> "254 features/5/6/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"252 features.5.6.block.5.weight" -> "254 features/5/6/block/5/linear/0" [label="(384, 1536)", style=solid]; -"253 features.5.6.block.5.bias" -> "254 features/5/6/block/5/linear/0" [label="(384,)", style=solid]; -"254 features/5/6/block/5/linear/0" -> "255 features/5/6/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"255 features/5/6/block/6/permute/0" -> "257 features/5/6/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"256 features.5.6.layer_scale" -> "257 features/5/6/mul/0" [label="(384, 1, 1)", style=solid]; -"257 features/5/6/mul/0" -> "258 features/5/6/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"258 features/5/6/add_/0" -> "261 features/5/7/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"258 features/5/6/add_/0" -> "276 features/5/7/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"259 features.5.7.block.0.weight" -> "261 features/5/7/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"260 features.5.7.block.0.bias" -> "261 features/5/7/block/0/conv2d/0" [label="(384,)", style=solid]; -"261 features/5/7/block/0/conv2d/0" -> "262 features/5/7/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"262 features/5/7/block/1/permute/0" -> "265 features/5/7/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"263 features.5.7.block.2.weight" -> "265 features/5/7/block/2/layer_norm/0" [label="(384,)", style=solid]; -"264 features.5.7.block.2.bias" -> "265 features/5/7/block/2/layer_norm/0" [label="(384,)", style=solid]; -"265 features/5/7/block/2/layer_norm/0" -> "268 features/5/7/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"266 features.5.7.block.3.weight" -> "268 features/5/7/block/3/linear/0" [label="(1536, 384)", style=solid]; -"267 features.5.7.block.3.bias" -> "268 features/5/7/block/3/linear/0" [label="(1536,)", style=solid]; -"268 features/5/7/block/3/linear/0" -> "269 features/5/7/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"269 features/5/7/block/4/gelu/0" -> "272 features/5/7/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"270 features.5.7.block.5.weight" -> "272 features/5/7/block/5/linear/0" [label="(384, 1536)", style=solid]; -"271 features.5.7.block.5.bias" -> "272 features/5/7/block/5/linear/0" [label="(384,)", style=solid]; -"272 features/5/7/block/5/linear/0" -> "273 features/5/7/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"273 features/5/7/block/6/permute/0" -> "275 features/5/7/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"274 features.5.7.layer_scale" -> "275 features/5/7/mul/0" [label="(384, 1, 1)", style=solid]; -"275 features/5/7/mul/0" -> "276 features/5/7/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"276 features/5/7/add_/0" -> "279 features/5/8/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"276 features/5/7/add_/0" -> "294 features/5/8/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"277 features.5.8.block.0.weight" -> "279 features/5/8/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"278 features.5.8.block.0.bias" -> "279 features/5/8/block/0/conv2d/0" [label="(384,)", style=solid]; -"279 features/5/8/block/0/conv2d/0" -> "280 features/5/8/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"280 features/5/8/block/1/permute/0" -> "283 features/5/8/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"281 features.5.8.block.2.weight" -> "283 features/5/8/block/2/layer_norm/0" [label="(384,)", style=solid]; -"282 features.5.8.block.2.bias" -> "283 features/5/8/block/2/layer_norm/0" [label="(384,)", style=solid]; -"283 features/5/8/block/2/layer_norm/0" -> "286 features/5/8/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"284 features.5.8.block.3.weight" -> "286 features/5/8/block/3/linear/0" [label="(1536, 384)", style=solid]; -"285 features.5.8.block.3.bias" -> "286 features/5/8/block/3/linear/0" [label="(1536,)", style=solid]; -"286 features/5/8/block/3/linear/0" -> "287 features/5/8/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"287 features/5/8/block/4/gelu/0" -> "290 features/5/8/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"288 features.5.8.block.5.weight" -> "290 features/5/8/block/5/linear/0" [label="(384, 1536)", style=solid]; -"289 features.5.8.block.5.bias" -> "290 features/5/8/block/5/linear/0" [label="(384,)", style=solid]; -"290 features/5/8/block/5/linear/0" -> "291 features/5/8/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"291 features/5/8/block/6/permute/0" -> "293 features/5/8/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"292 features.5.8.layer_scale" -> "293 features/5/8/mul/0" [label="(384, 1, 1)", style=solid]; -"293 features/5/8/mul/0" -> "294 features/5/8/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"294 features/5/8/add_/0" -> "297 features/5/9/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"294 features/5/8/add_/0" -> "312 features/5/9/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"295 features.5.9.block.0.weight" -> "297 features/5/9/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"296 features.5.9.block.0.bias" -> "297 features/5/9/block/0/conv2d/0" [label="(384,)", style=solid]; -"297 features/5/9/block/0/conv2d/0" -> "298 features/5/9/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"298 features/5/9/block/1/permute/0" -> "301 features/5/9/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"299 features.5.9.block.2.weight" -> "301 features/5/9/block/2/layer_norm/0" [label="(384,)", style=solid]; -"300 features.5.9.block.2.bias" -> "301 features/5/9/block/2/layer_norm/0" [label="(384,)", style=solid]; -"301 features/5/9/block/2/layer_norm/0" -> "304 features/5/9/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"302 features.5.9.block.3.weight" -> "304 features/5/9/block/3/linear/0" [label="(1536, 384)", style=solid]; -"303 features.5.9.block.3.bias" -> "304 features/5/9/block/3/linear/0" [label="(1536,)", style=solid]; -"304 features/5/9/block/3/linear/0" -> "305 features/5/9/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"305 features/5/9/block/4/gelu/0" -> "308 features/5/9/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"306 features.5.9.block.5.weight" -> "308 features/5/9/block/5/linear/0" [label="(384, 1536)", style=solid]; -"307 features.5.9.block.5.bias" -> "308 features/5/9/block/5/linear/0" [label="(384,)", style=solid]; -"308 features/5/9/block/5/linear/0" -> "309 features/5/9/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"309 features/5/9/block/6/permute/0" -> "311 features/5/9/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"310 features.5.9.layer_scale" -> "311 features/5/9/mul/0" [label="(384, 1, 1)", style=solid]; -"311 features/5/9/mul/0" -> "312 features/5/9/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"312 features/5/9/add_/0" -> "315 features/5/10/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"312 features/5/9/add_/0" -> "330 features/5/10/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"313 features.5.10.block.0.weight" -> "315 features/5/10/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"314 features.5.10.block.0.bias" -> "315 features/5/10/block/0/conv2d/0" [label="(384,)", style=solid]; -"315 features/5/10/block/0/conv2d/0" -> "316 features/5/10/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"316 features/5/10/block/1/permute/0" -> "319 features/5/10/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"317 features.5.10.block.2.weight" -> "319 features/5/10/block/2/layer_norm/0" [label="(384,)", style=solid]; -"318 features.5.10.block.2.bias" -> "319 features/5/10/block/2/layer_norm/0" [label="(384,)", style=solid]; -"319 features/5/10/block/2/layer_norm/0" -> "322 features/5/10/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"320 features.5.10.block.3.weight" -> "322 features/5/10/block/3/linear/0" [label="(1536, 384)", style=solid]; -"321 features.5.10.block.3.bias" -> "322 features/5/10/block/3/linear/0" [label="(1536,)", style=solid]; -"322 features/5/10/block/3/linear/0" -> "323 features/5/10/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"323 features/5/10/block/4/gelu/0" -> "326 features/5/10/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"324 features.5.10.block.5.weight" -> "326 features/5/10/block/5/linear/0" [label="(384, 1536)", style=solid]; -"325 features.5.10.block.5.bias" -> "326 features/5/10/block/5/linear/0" [label="(384,)", style=solid]; -"326 features/5/10/block/5/linear/0" -> "327 features/5/10/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"327 features/5/10/block/6/permute/0" -> "329 features/5/10/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"328 features.5.10.layer_scale" -> "329 features/5/10/mul/0" [label="(384, 1, 1)", style=solid]; -"329 features/5/10/mul/0" -> "330 features/5/10/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"330 features/5/10/add_/0" -> "333 features/5/11/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"330 features/5/10/add_/0" -> "348 features/5/11/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"331 features.5.11.block.0.weight" -> "333 features/5/11/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"332 features.5.11.block.0.bias" -> "333 features/5/11/block/0/conv2d/0" [label="(384,)", style=solid]; -"333 features/5/11/block/0/conv2d/0" -> "334 features/5/11/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"334 features/5/11/block/1/permute/0" -> "337 features/5/11/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"335 features.5.11.block.2.weight" -> "337 features/5/11/block/2/layer_norm/0" [label="(384,)", style=solid]; -"336 features.5.11.block.2.bias" -> "337 features/5/11/block/2/layer_norm/0" [label="(384,)", style=solid]; -"337 features/5/11/block/2/layer_norm/0" -> "340 features/5/11/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"338 features.5.11.block.3.weight" -> "340 features/5/11/block/3/linear/0" [label="(1536, 384)", style=solid]; -"339 features.5.11.block.3.bias" -> "340 features/5/11/block/3/linear/0" [label="(1536,)", style=solid]; -"340 features/5/11/block/3/linear/0" -> "341 features/5/11/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"341 features/5/11/block/4/gelu/0" -> "344 features/5/11/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"342 features.5.11.block.5.weight" -> "344 features/5/11/block/5/linear/0" [label="(384, 1536)", style=solid]; -"343 features.5.11.block.5.bias" -> "344 features/5/11/block/5/linear/0" [label="(384,)", style=solid]; -"344 features/5/11/block/5/linear/0" -> "345 features/5/11/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"345 features/5/11/block/6/permute/0" -> "347 features/5/11/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"346 features.5.11.layer_scale" -> "347 features/5/11/mul/0" [label="(384, 1, 1)", style=solid]; -"347 features/5/11/mul/0" -> "348 features/5/11/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"348 features/5/11/add_/0" -> "351 features/5/12/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"348 features/5/11/add_/0" -> "366 features/5/12/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"349 features.5.12.block.0.weight" -> "351 features/5/12/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"350 features.5.12.block.0.bias" -> "351 features/5/12/block/0/conv2d/0" [label="(384,)", style=solid]; -"351 features/5/12/block/0/conv2d/0" -> "352 features/5/12/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"352 features/5/12/block/1/permute/0" -> "355 features/5/12/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"353 features.5.12.block.2.weight" -> "355 features/5/12/block/2/layer_norm/0" [label="(384,)", style=solid]; -"354 features.5.12.block.2.bias" -> "355 features/5/12/block/2/layer_norm/0" [label="(384,)", style=solid]; -"355 features/5/12/block/2/layer_norm/0" -> "358 features/5/12/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"356 features.5.12.block.3.weight" -> "358 features/5/12/block/3/linear/0" [label="(1536, 384)", style=solid]; -"357 features.5.12.block.3.bias" -> "358 features/5/12/block/3/linear/0" [label="(1536,)", style=solid]; -"358 features/5/12/block/3/linear/0" -> "359 features/5/12/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"359 features/5/12/block/4/gelu/0" -> "362 features/5/12/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"360 features.5.12.block.5.weight" -> "362 features/5/12/block/5/linear/0" [label="(384, 1536)", style=solid]; -"361 features.5.12.block.5.bias" -> "362 features/5/12/block/5/linear/0" [label="(384,)", style=solid]; -"362 features/5/12/block/5/linear/0" -> "363 features/5/12/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"363 features/5/12/block/6/permute/0" -> "365 features/5/12/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"364 features.5.12.layer_scale" -> "365 features/5/12/mul/0" [label="(384, 1, 1)", style=solid]; -"365 features/5/12/mul/0" -> "366 features/5/12/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"366 features/5/12/add_/0" -> "369 features/5/13/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"366 features/5/12/add_/0" -> "384 features/5/13/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"367 features.5.13.block.0.weight" -> "369 features/5/13/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"368 features.5.13.block.0.bias" -> "369 features/5/13/block/0/conv2d/0" [label="(384,)", style=solid]; -"369 features/5/13/block/0/conv2d/0" -> "370 features/5/13/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"370 features/5/13/block/1/permute/0" -> "373 features/5/13/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"371 features.5.13.block.2.weight" -> "373 features/5/13/block/2/layer_norm/0" [label="(384,)", style=solid]; -"372 features.5.13.block.2.bias" -> "373 features/5/13/block/2/layer_norm/0" [label="(384,)", style=solid]; -"373 features/5/13/block/2/layer_norm/0" -> "376 features/5/13/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"374 features.5.13.block.3.weight" -> "376 features/5/13/block/3/linear/0" [label="(1536, 384)", style=solid]; -"375 features.5.13.block.3.bias" -> "376 features/5/13/block/3/linear/0" [label="(1536,)", style=solid]; -"376 features/5/13/block/3/linear/0" -> "377 features/5/13/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"377 features/5/13/block/4/gelu/0" -> "380 features/5/13/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"378 features.5.13.block.5.weight" -> "380 features/5/13/block/5/linear/0" [label="(384, 1536)", style=solid]; -"379 features.5.13.block.5.bias" -> "380 features/5/13/block/5/linear/0" [label="(384,)", style=solid]; -"380 features/5/13/block/5/linear/0" -> "381 features/5/13/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"381 features/5/13/block/6/permute/0" -> "383 features/5/13/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"382 features.5.13.layer_scale" -> "383 features/5/13/mul/0" [label="(384, 1, 1)", style=solid]; -"383 features/5/13/mul/0" -> "384 features/5/13/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"384 features/5/13/add_/0" -> "387 features/5/14/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"384 features/5/13/add_/0" -> "402 features/5/14/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"385 features.5.14.block.0.weight" -> "387 features/5/14/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"386 features.5.14.block.0.bias" -> "387 features/5/14/block/0/conv2d/0" [label="(384,)", style=solid]; -"387 features/5/14/block/0/conv2d/0" -> "388 features/5/14/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"388 features/5/14/block/1/permute/0" -> "391 features/5/14/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"389 features.5.14.block.2.weight" -> "391 features/5/14/block/2/layer_norm/0" [label="(384,)", style=solid]; -"390 features.5.14.block.2.bias" -> "391 features/5/14/block/2/layer_norm/0" [label="(384,)", style=solid]; -"391 features/5/14/block/2/layer_norm/0" -> "394 features/5/14/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"392 features.5.14.block.3.weight" -> "394 features/5/14/block/3/linear/0" [label="(1536, 384)", style=solid]; -"393 features.5.14.block.3.bias" -> "394 features/5/14/block/3/linear/0" [label="(1536,)", style=solid]; -"394 features/5/14/block/3/linear/0" -> "395 features/5/14/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"395 features/5/14/block/4/gelu/0" -> "398 features/5/14/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"396 features.5.14.block.5.weight" -> "398 features/5/14/block/5/linear/0" [label="(384, 1536)", style=solid]; -"397 features.5.14.block.5.bias" -> "398 features/5/14/block/5/linear/0" [label="(384,)", style=solid]; -"398 features/5/14/block/5/linear/0" -> "399 features/5/14/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"399 features/5/14/block/6/permute/0" -> "401 features/5/14/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"400 features.5.14.layer_scale" -> "401 features/5/14/mul/0" [label="(384, 1, 1)", style=solid]; -"401 features/5/14/mul/0" -> "402 features/5/14/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"402 features/5/14/add_/0" -> "405 features/5/15/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"402 features/5/14/add_/0" -> "420 features/5/15/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"403 features.5.15.block.0.weight" -> "405 features/5/15/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"404 features.5.15.block.0.bias" -> "405 features/5/15/block/0/conv2d/0" [label="(384,)", style=solid]; -"405 features/5/15/block/0/conv2d/0" -> "406 features/5/15/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"406 features/5/15/block/1/permute/0" -> "409 features/5/15/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"407 features.5.15.block.2.weight" -> "409 features/5/15/block/2/layer_norm/0" [label="(384,)", style=solid]; -"408 features.5.15.block.2.bias" -> "409 features/5/15/block/2/layer_norm/0" [label="(384,)", style=solid]; -"409 features/5/15/block/2/layer_norm/0" -> "412 features/5/15/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"410 features.5.15.block.3.weight" -> "412 features/5/15/block/3/linear/0" [label="(1536, 384)", style=solid]; -"411 features.5.15.block.3.bias" -> "412 features/5/15/block/3/linear/0" [label="(1536,)", style=solid]; -"412 features/5/15/block/3/linear/0" -> "413 features/5/15/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"413 features/5/15/block/4/gelu/0" -> "416 features/5/15/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"414 features.5.15.block.5.weight" -> "416 features/5/15/block/5/linear/0" [label="(384, 1536)", style=solid]; -"415 features.5.15.block.5.bias" -> "416 features/5/15/block/5/linear/0" [label="(384,)", style=solid]; -"416 features/5/15/block/5/linear/0" -> "417 features/5/15/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"417 features/5/15/block/6/permute/0" -> "419 features/5/15/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"418 features.5.15.layer_scale" -> "419 features/5/15/mul/0" [label="(384, 1, 1)", style=solid]; -"419 features/5/15/mul/0" -> "420 features/5/15/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"420 features/5/15/add_/0" -> "423 features/5/16/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"420 features/5/15/add_/0" -> "438 features/5/16/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"421 features.5.16.block.0.weight" -> "423 features/5/16/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"422 features.5.16.block.0.bias" -> "423 features/5/16/block/0/conv2d/0" [label="(384,)", style=solid]; -"423 features/5/16/block/0/conv2d/0" -> "424 features/5/16/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"424 features/5/16/block/1/permute/0" -> "427 features/5/16/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"425 features.5.16.block.2.weight" -> "427 features/5/16/block/2/layer_norm/0" [label="(384,)", style=solid]; -"426 features.5.16.block.2.bias" -> "427 features/5/16/block/2/layer_norm/0" [label="(384,)", style=solid]; -"427 features/5/16/block/2/layer_norm/0" -> "430 features/5/16/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"428 features.5.16.block.3.weight" -> "430 features/5/16/block/3/linear/0" [label="(1536, 384)", style=solid]; -"429 features.5.16.block.3.bias" -> "430 features/5/16/block/3/linear/0" [label="(1536,)", style=solid]; -"430 features/5/16/block/3/linear/0" -> "431 features/5/16/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"431 features/5/16/block/4/gelu/0" -> "434 features/5/16/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"432 features.5.16.block.5.weight" -> "434 features/5/16/block/5/linear/0" [label="(384, 1536)", style=solid]; -"433 features.5.16.block.5.bias" -> "434 features/5/16/block/5/linear/0" [label="(384,)", style=solid]; -"434 features/5/16/block/5/linear/0" -> "435 features/5/16/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"435 features/5/16/block/6/permute/0" -> "437 features/5/16/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"436 features.5.16.layer_scale" -> "437 features/5/16/mul/0" [label="(384, 1, 1)", style=solid]; -"437 features/5/16/mul/0" -> "438 features/5/16/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"438 features/5/16/add_/0" -> "441 features/5/17/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"438 features/5/16/add_/0" -> "456 features/5/17/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"439 features.5.17.block.0.weight" -> "441 features/5/17/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"440 features.5.17.block.0.bias" -> "441 features/5/17/block/0/conv2d/0" [label="(384,)", style=solid]; -"441 features/5/17/block/0/conv2d/0" -> "442 features/5/17/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"442 features/5/17/block/1/permute/0" -> "445 features/5/17/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"443 features.5.17.block.2.weight" -> "445 features/5/17/block/2/layer_norm/0" [label="(384,)", style=solid]; -"444 features.5.17.block.2.bias" -> "445 features/5/17/block/2/layer_norm/0" [label="(384,)", style=solid]; -"445 features/5/17/block/2/layer_norm/0" -> "448 features/5/17/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"446 features.5.17.block.3.weight" -> "448 features/5/17/block/3/linear/0" [label="(1536, 384)", style=solid]; -"447 features.5.17.block.3.bias" -> "448 features/5/17/block/3/linear/0" [label="(1536,)", style=solid]; -"448 features/5/17/block/3/linear/0" -> "449 features/5/17/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"449 features/5/17/block/4/gelu/0" -> "452 features/5/17/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"450 features.5.17.block.5.weight" -> "452 features/5/17/block/5/linear/0" [label="(384, 1536)", style=solid]; -"451 features.5.17.block.5.bias" -> "452 features/5/17/block/5/linear/0" [label="(384,)", style=solid]; -"452 features/5/17/block/5/linear/0" -> "453 features/5/17/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"453 features/5/17/block/6/permute/0" -> "455 features/5/17/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"454 features.5.17.layer_scale" -> "455 features/5/17/mul/0" [label="(384, 1, 1)", style=solid]; -"455 features/5/17/mul/0" -> "456 features/5/17/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"456 features/5/17/add_/0" -> "459 features/5/18/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"456 features/5/17/add_/0" -> "474 features/5/18/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"457 features.5.18.block.0.weight" -> "459 features/5/18/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"458 features.5.18.block.0.bias" -> "459 features/5/18/block/0/conv2d/0" [label="(384,)", style=solid]; -"459 features/5/18/block/0/conv2d/0" -> "460 features/5/18/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"460 features/5/18/block/1/permute/0" -> "463 features/5/18/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"461 features.5.18.block.2.weight" -> "463 features/5/18/block/2/layer_norm/0" [label="(384,)", style=solid]; -"462 features.5.18.block.2.bias" -> "463 features/5/18/block/2/layer_norm/0" [label="(384,)", style=solid]; -"463 features/5/18/block/2/layer_norm/0" -> "466 features/5/18/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"464 features.5.18.block.3.weight" -> "466 features/5/18/block/3/linear/0" [label="(1536, 384)", style=solid]; -"465 features.5.18.block.3.bias" -> "466 features/5/18/block/3/linear/0" [label="(1536,)", style=solid]; -"466 features/5/18/block/3/linear/0" -> "467 features/5/18/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"467 features/5/18/block/4/gelu/0" -> "470 features/5/18/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"468 features.5.18.block.5.weight" -> "470 features/5/18/block/5/linear/0" [label="(384, 1536)", style=solid]; -"469 features.5.18.block.5.bias" -> "470 features/5/18/block/5/linear/0" [label="(384,)", style=solid]; -"470 features/5/18/block/5/linear/0" -> "471 features/5/18/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"471 features/5/18/block/6/permute/0" -> "473 features/5/18/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"472 features.5.18.layer_scale" -> "473 features/5/18/mul/0" [label="(384, 1, 1)", style=solid]; -"473 features/5/18/mul/0" -> "474 features/5/18/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"474 features/5/18/add_/0" -> "477 features/5/19/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"474 features/5/18/add_/0" -> "492 features/5/19/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"475 features.5.19.block.0.weight" -> "477 features/5/19/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"476 features.5.19.block.0.bias" -> "477 features/5/19/block/0/conv2d/0" [label="(384,)", style=solid]; -"477 features/5/19/block/0/conv2d/0" -> "478 features/5/19/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"478 features/5/19/block/1/permute/0" -> "481 features/5/19/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"479 features.5.19.block.2.weight" -> "481 features/5/19/block/2/layer_norm/0" [label="(384,)", style=solid]; -"480 features.5.19.block.2.bias" -> "481 features/5/19/block/2/layer_norm/0" [label="(384,)", style=solid]; -"481 features/5/19/block/2/layer_norm/0" -> "484 features/5/19/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"482 features.5.19.block.3.weight" -> "484 features/5/19/block/3/linear/0" [label="(1536, 384)", style=solid]; -"483 features.5.19.block.3.bias" -> "484 features/5/19/block/3/linear/0" [label="(1536,)", style=solid]; -"484 features/5/19/block/3/linear/0" -> "485 features/5/19/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"485 features/5/19/block/4/gelu/0" -> "488 features/5/19/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"486 features.5.19.block.5.weight" -> "488 features/5/19/block/5/linear/0" [label="(384, 1536)", style=solid]; -"487 features.5.19.block.5.bias" -> "488 features/5/19/block/5/linear/0" [label="(384,)", style=solid]; -"488 features/5/19/block/5/linear/0" -> "489 features/5/19/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"489 features/5/19/block/6/permute/0" -> "491 features/5/19/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"490 features.5.19.layer_scale" -> "491 features/5/19/mul/0" [label="(384, 1, 1)", style=solid]; -"491 features/5/19/mul/0" -> "492 features/5/19/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"492 features/5/19/add_/0" -> "495 features/5/20/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"492 features/5/19/add_/0" -> "510 features/5/20/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"493 features.5.20.block.0.weight" -> "495 features/5/20/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"494 features.5.20.block.0.bias" -> "495 features/5/20/block/0/conv2d/0" [label="(384,)", style=solid]; -"495 features/5/20/block/0/conv2d/0" -> "496 features/5/20/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"496 features/5/20/block/1/permute/0" -> "499 features/5/20/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"497 features.5.20.block.2.weight" -> "499 features/5/20/block/2/layer_norm/0" [label="(384,)", style=solid]; -"498 features.5.20.block.2.bias" -> "499 features/5/20/block/2/layer_norm/0" [label="(384,)", style=solid]; -"499 features/5/20/block/2/layer_norm/0" -> "502 features/5/20/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"500 features.5.20.block.3.weight" -> "502 features/5/20/block/3/linear/0" [label="(1536, 384)", style=solid]; -"501 features.5.20.block.3.bias" -> "502 features/5/20/block/3/linear/0" [label="(1536,)", style=solid]; -"502 features/5/20/block/3/linear/0" -> "503 features/5/20/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"503 features/5/20/block/4/gelu/0" -> "506 features/5/20/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"504 features.5.20.block.5.weight" -> "506 features/5/20/block/5/linear/0" [label="(384, 1536)", style=solid]; -"505 features.5.20.block.5.bias" -> "506 features/5/20/block/5/linear/0" [label="(384,)", style=solid]; -"506 features/5/20/block/5/linear/0" -> "507 features/5/20/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"507 features/5/20/block/6/permute/0" -> "509 features/5/20/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"508 features.5.20.layer_scale" -> "509 features/5/20/mul/0" [label="(384, 1, 1)", style=solid]; -"509 features/5/20/mul/0" -> "510 features/5/20/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"510 features/5/20/add_/0" -> "513 features/5/21/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"510 features/5/20/add_/0" -> "528 features/5/21/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"511 features.5.21.block.0.weight" -> "513 features/5/21/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"512 features.5.21.block.0.bias" -> "513 features/5/21/block/0/conv2d/0" [label="(384,)", style=solid]; -"513 features/5/21/block/0/conv2d/0" -> "514 features/5/21/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"514 features/5/21/block/1/permute/0" -> "517 features/5/21/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"515 features.5.21.block.2.weight" -> "517 features/5/21/block/2/layer_norm/0" [label="(384,)", style=solid]; -"516 features.5.21.block.2.bias" -> "517 features/5/21/block/2/layer_norm/0" [label="(384,)", style=solid]; -"517 features/5/21/block/2/layer_norm/0" -> "520 features/5/21/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"518 features.5.21.block.3.weight" -> "520 features/5/21/block/3/linear/0" [label="(1536, 384)", style=solid]; -"519 features.5.21.block.3.bias" -> "520 features/5/21/block/3/linear/0" [label="(1536,)", style=solid]; -"520 features/5/21/block/3/linear/0" -> "521 features/5/21/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"521 features/5/21/block/4/gelu/0" -> "524 features/5/21/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"522 features.5.21.block.5.weight" -> "524 features/5/21/block/5/linear/0" [label="(384, 1536)", style=solid]; -"523 features.5.21.block.5.bias" -> "524 features/5/21/block/5/linear/0" [label="(384,)", style=solid]; -"524 features/5/21/block/5/linear/0" -> "525 features/5/21/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"525 features/5/21/block/6/permute/0" -> "527 features/5/21/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"526 features.5.21.layer_scale" -> "527 features/5/21/mul/0" [label="(384, 1, 1)", style=solid]; -"527 features/5/21/mul/0" -> "528 features/5/21/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"528 features/5/21/add_/0" -> "531 features/5/22/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"528 features/5/21/add_/0" -> "546 features/5/22/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"529 features.5.22.block.0.weight" -> "531 features/5/22/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"530 features.5.22.block.0.bias" -> "531 features/5/22/block/0/conv2d/0" [label="(384,)", style=solid]; -"531 features/5/22/block/0/conv2d/0" -> "532 features/5/22/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"532 features/5/22/block/1/permute/0" -> "535 features/5/22/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"533 features.5.22.block.2.weight" -> "535 features/5/22/block/2/layer_norm/0" [label="(384,)", style=solid]; -"534 features.5.22.block.2.bias" -> "535 features/5/22/block/2/layer_norm/0" [label="(384,)", style=solid]; -"535 features/5/22/block/2/layer_norm/0" -> "538 features/5/22/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"536 features.5.22.block.3.weight" -> "538 features/5/22/block/3/linear/0" [label="(1536, 384)", style=solid]; -"537 features.5.22.block.3.bias" -> "538 features/5/22/block/3/linear/0" [label="(1536,)", style=solid]; -"538 features/5/22/block/3/linear/0" -> "539 features/5/22/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"539 features/5/22/block/4/gelu/0" -> "542 features/5/22/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"540 features.5.22.block.5.weight" -> "542 features/5/22/block/5/linear/0" [label="(384, 1536)", style=solid]; -"541 features.5.22.block.5.bias" -> "542 features/5/22/block/5/linear/0" [label="(384,)", style=solid]; -"542 features/5/22/block/5/linear/0" -> "543 features/5/22/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"543 features/5/22/block/6/permute/0" -> "545 features/5/22/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"544 features.5.22.layer_scale" -> "545 features/5/22/mul/0" [label="(384, 1, 1)", style=solid]; -"545 features/5/22/mul/0" -> "546 features/5/22/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"546 features/5/22/add_/0" -> "549 features/5/23/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"546 features/5/22/add_/0" -> "564 features/5/23/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"547 features.5.23.block.0.weight" -> "549 features/5/23/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"548 features.5.23.block.0.bias" -> "549 features/5/23/block/0/conv2d/0" [label="(384,)", style=solid]; -"549 features/5/23/block/0/conv2d/0" -> "550 features/5/23/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"550 features/5/23/block/1/permute/0" -> "553 features/5/23/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"551 features.5.23.block.2.weight" -> "553 features/5/23/block/2/layer_norm/0" [label="(384,)", style=solid]; -"552 features.5.23.block.2.bias" -> "553 features/5/23/block/2/layer_norm/0" [label="(384,)", style=solid]; -"553 features/5/23/block/2/layer_norm/0" -> "556 features/5/23/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"554 features.5.23.block.3.weight" -> "556 features/5/23/block/3/linear/0" [label="(1536, 384)", style=solid]; -"555 features.5.23.block.3.bias" -> "556 features/5/23/block/3/linear/0" [label="(1536,)", style=solid]; -"556 features/5/23/block/3/linear/0" -> "557 features/5/23/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"557 features/5/23/block/4/gelu/0" -> "560 features/5/23/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"558 features.5.23.block.5.weight" -> "560 features/5/23/block/5/linear/0" [label="(384, 1536)", style=solid]; -"559 features.5.23.block.5.bias" -> "560 features/5/23/block/5/linear/0" [label="(384,)", style=solid]; -"560 features/5/23/block/5/linear/0" -> "561 features/5/23/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"561 features/5/23/block/6/permute/0" -> "563 features/5/23/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"562 features.5.23.layer_scale" -> "563 features/5/23/mul/0" [label="(384, 1, 1)", style=solid]; -"563 features/5/23/mul/0" -> "564 features/5/23/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"564 features/5/23/add_/0" -> "567 features/5/24/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"564 features/5/23/add_/0" -> "582 features/5/24/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"565 features.5.24.block.0.weight" -> "567 features/5/24/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"566 features.5.24.block.0.bias" -> "567 features/5/24/block/0/conv2d/0" [label="(384,)", style=solid]; -"567 features/5/24/block/0/conv2d/0" -> "568 features/5/24/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"568 features/5/24/block/1/permute/0" -> "571 features/5/24/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"569 features.5.24.block.2.weight" -> "571 features/5/24/block/2/layer_norm/0" [label="(384,)", style=solid]; -"570 features.5.24.block.2.bias" -> "571 features/5/24/block/2/layer_norm/0" [label="(384,)", style=solid]; -"571 features/5/24/block/2/layer_norm/0" -> "574 features/5/24/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"572 features.5.24.block.3.weight" -> "574 features/5/24/block/3/linear/0" [label="(1536, 384)", style=solid]; -"573 features.5.24.block.3.bias" -> "574 features/5/24/block/3/linear/0" [label="(1536,)", style=solid]; -"574 features/5/24/block/3/linear/0" -> "575 features/5/24/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"575 features/5/24/block/4/gelu/0" -> "578 features/5/24/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"576 features.5.24.block.5.weight" -> "578 features/5/24/block/5/linear/0" [label="(384, 1536)", style=solid]; -"577 features.5.24.block.5.bias" -> "578 features/5/24/block/5/linear/0" [label="(384,)", style=solid]; -"578 features/5/24/block/5/linear/0" -> "579 features/5/24/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"579 features/5/24/block/6/permute/0" -> "581 features/5/24/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"580 features.5.24.layer_scale" -> "581 features/5/24/mul/0" [label="(384, 1, 1)", style=solid]; -"581 features/5/24/mul/0" -> "582 features/5/24/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"582 features/5/24/add_/0" -> "585 features/5/25/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"582 features/5/24/add_/0" -> "600 features/5/25/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"583 features.5.25.block.0.weight" -> "585 features/5/25/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"584 features.5.25.block.0.bias" -> "585 features/5/25/block/0/conv2d/0" [label="(384,)", style=solid]; -"585 features/5/25/block/0/conv2d/0" -> "586 features/5/25/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"586 features/5/25/block/1/permute/0" -> "589 features/5/25/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"587 features.5.25.block.2.weight" -> "589 features/5/25/block/2/layer_norm/0" [label="(384,)", style=solid]; -"588 features.5.25.block.2.bias" -> "589 features/5/25/block/2/layer_norm/0" [label="(384,)", style=solid]; -"589 features/5/25/block/2/layer_norm/0" -> "592 features/5/25/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"590 features.5.25.block.3.weight" -> "592 features/5/25/block/3/linear/0" [label="(1536, 384)", style=solid]; -"591 features.5.25.block.3.bias" -> "592 features/5/25/block/3/linear/0" [label="(1536,)", style=solid]; -"592 features/5/25/block/3/linear/0" -> "593 features/5/25/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"593 features/5/25/block/4/gelu/0" -> "596 features/5/25/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"594 features.5.25.block.5.weight" -> "596 features/5/25/block/5/linear/0" [label="(384, 1536)", style=solid]; -"595 features.5.25.block.5.bias" -> "596 features/5/25/block/5/linear/0" [label="(384,)", style=solid]; -"596 features/5/25/block/5/linear/0" -> "597 features/5/25/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"597 features/5/25/block/6/permute/0" -> "599 features/5/25/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"598 features.5.25.layer_scale" -> "599 features/5/25/mul/0" [label="(384, 1, 1)", style=solid]; -"599 features/5/25/mul/0" -> "600 features/5/25/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"600 features/5/25/add_/0" -> "603 features/5/26/block/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"600 features/5/25/add_/0" -> "618 features/5/26/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"601 features.5.26.block.0.weight" -> "603 features/5/26/block/0/conv2d/0" [label="(384, 1, 7, 7)", style=solid]; -"602 features.5.26.block.0.bias" -> "603 features/5/26/block/0/conv2d/0" [label="(384,)", style=solid]; -"603 features/5/26/block/0/conv2d/0" -> "604 features/5/26/block/1/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"604 features/5/26/block/1/permute/0" -> "607 features/5/26/block/2/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"605 features.5.26.block.2.weight" -> "607 features/5/26/block/2/layer_norm/0" [label="(384,)", style=solid]; -"606 features.5.26.block.2.bias" -> "607 features/5/26/block/2/layer_norm/0" [label="(384,)", style=solid]; -"607 features/5/26/block/2/layer_norm/0" -> "610 features/5/26/block/3/linear/0" [label="(1, 4, 4, 384)", style=solid]; -"608 features.5.26.block.3.weight" -> "610 features/5/26/block/3/linear/0" [label="(1536, 384)", style=solid]; -"609 features.5.26.block.3.bias" -> "610 features/5/26/block/3/linear/0" [label="(1536,)", style=solid]; -"610 features/5/26/block/3/linear/0" -> "611 features/5/26/block/4/gelu/0" [label="(1, 4, 4, 1536)", style=solid]; -"611 features/5/26/block/4/gelu/0" -> "614 features/5/26/block/5/linear/0" [label="(1, 4, 4, 1536)", style=solid]; -"612 features.5.26.block.5.weight" -> "614 features/5/26/block/5/linear/0" [label="(384, 1536)", style=solid]; -"613 features.5.26.block.5.bias" -> "614 features/5/26/block/5/linear/0" [label="(384,)", style=solid]; -"614 features/5/26/block/5/linear/0" -> "615 features/5/26/block/6/permute/0" [label="(1, 4, 4, 384)", style=solid]; -"615 features/5/26/block/6/permute/0" -> "617 features/5/26/mul/0" [label="(1, 384, 4, 4)", style=solid]; -"616 features.5.26.layer_scale" -> "617 features/5/26/mul/0" [label="(384, 1, 1)", style=solid]; -"617 features/5/26/mul/0" -> "618 features/5/26/add_/0" [label="(1, 384, 4, 4)", style=solid]; -"618 features/5/26/add_/0" -> "619 features/6/0/permute/0" [label="(1, 384, 4, 4)", style=solid]; -"619 features/6/0/permute/0" -> "622 features/6/0/layer_norm/0" [label="(1, 4, 4, 384)", style=solid]; -"620 features.6.0.weight" -> "622 features/6/0/layer_norm/0" [label="(384,)", style=solid]; -"621 features.6.0.bias" -> "622 features/6/0/layer_norm/0" [label="(384,)", style=solid]; -"622 features/6/0/layer_norm/0" -> "623 features/6/0/permute/1" [label="(1, 4, 4, 384)", style=solid]; -"623 features/6/0/permute/1" -> "626 features/6/1/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"624 features.6.1.weight" -> "626 features/6/1/conv2d/0" [label="(768, 384, 2, 2)", style=solid]; -"625 features.6.1.bias" -> "626 features/6/1/conv2d/0" [label="(768,)", style=solid]; -"626 features/6/1/conv2d/0" -> "629 features/7/0/block/0/conv2d/0" [label="(1, 768, 2, 2)", style=solid]; -"626 features/6/1/conv2d/0" -> "644 features/7/0/add_/0" [label="(1, 768, 2, 2)", style=solid]; -"627 features.7.0.block.0.weight" -> "629 features/7/0/block/0/conv2d/0" [label="(768, 1, 7, 7)", style=solid]; -"628 features.7.0.block.0.bias" -> "629 features/7/0/block/0/conv2d/0" [label="(768,)", style=solid]; -"629 features/7/0/block/0/conv2d/0" -> "630 features/7/0/block/1/permute/0" [label="(1, 768, 2, 2)", style=solid]; -"630 features/7/0/block/1/permute/0" -> "633 features/7/0/block/2/layer_norm/0" [label="(1, 2, 2, 768)", style=solid]; -"631 features.7.0.block.2.weight" -> "633 features/7/0/block/2/layer_norm/0" [label="(768,)", style=solid]; -"632 features.7.0.block.2.bias" -> "633 features/7/0/block/2/layer_norm/0" [label="(768,)", style=solid]; -"633 features/7/0/block/2/layer_norm/0" -> "636 features/7/0/block/3/linear/0" [label="(1, 2, 2, 768)", style=solid]; -"634 features.7.0.block.3.weight" -> "636 features/7/0/block/3/linear/0" [label="(3072, 768)", style=solid]; -"635 features.7.0.block.3.bias" -> "636 features/7/0/block/3/linear/0" [label="(3072,)", style=solid]; -"636 features/7/0/block/3/linear/0" -> "637 features/7/0/block/4/gelu/0" [label="(1, 2, 2, 3072)", style=solid]; -"637 features/7/0/block/4/gelu/0" -> "640 features/7/0/block/5/linear/0" [label="(1, 2, 2, 3072)", style=solid]; -"638 features.7.0.block.5.weight" -> "640 features/7/0/block/5/linear/0" [label="(768, 3072)", style=solid]; -"639 features.7.0.block.5.bias" -> "640 features/7/0/block/5/linear/0" [label="(768,)", style=solid]; -"640 features/7/0/block/5/linear/0" -> "641 features/7/0/block/6/permute/0" [label="(1, 2, 2, 768)", style=solid]; -"641 features/7/0/block/6/permute/0" -> "643 features/7/0/mul/0" [label="(1, 768, 2, 2)", style=solid]; -"642 features.7.0.layer_scale" -> "643 features/7/0/mul/0" [label="(768, 1, 1)", style=solid]; -"643 features/7/0/mul/0" -> "644 features/7/0/add_/0" [label="(1, 768, 2, 2)", style=solid]; -"644 features/7/0/add_/0" -> "647 features/7/1/block/0/conv2d/0" [label="(1, 768, 2, 2)", style=solid]; -"644 features/7/0/add_/0" -> "662 features/7/1/add_/0" [label="(1, 768, 2, 2)", style=solid]; -"645 features.7.1.block.0.weight" -> "647 features/7/1/block/0/conv2d/0" [label="(768, 1, 7, 7)", style=solid]; -"646 features.7.1.block.0.bias" -> "647 features/7/1/block/0/conv2d/0" [label="(768,)", style=solid]; -"647 features/7/1/block/0/conv2d/0" -> "648 features/7/1/block/1/permute/0" [label="(1, 768, 2, 2)", style=solid]; -"648 features/7/1/block/1/permute/0" -> "651 features/7/1/block/2/layer_norm/0" [label="(1, 2, 2, 768)", style=solid]; -"649 features.7.1.block.2.weight" -> "651 features/7/1/block/2/layer_norm/0" [label="(768,)", style=solid]; -"650 features.7.1.block.2.bias" -> "651 features/7/1/block/2/layer_norm/0" [label="(768,)", style=solid]; -"651 features/7/1/block/2/layer_norm/0" -> "654 features/7/1/block/3/linear/0" [label="(1, 2, 2, 768)", style=solid]; -"652 features.7.1.block.3.weight" -> "654 features/7/1/block/3/linear/0" [label="(3072, 768)", style=solid]; -"653 features.7.1.block.3.bias" -> "654 features/7/1/block/3/linear/0" [label="(3072,)", style=solid]; -"654 features/7/1/block/3/linear/0" -> "655 features/7/1/block/4/gelu/0" [label="(1, 2, 2, 3072)", style=solid]; -"655 features/7/1/block/4/gelu/0" -> "658 features/7/1/block/5/linear/0" [label="(1, 2, 2, 3072)", style=solid]; -"656 features.7.1.block.5.weight" -> "658 features/7/1/block/5/linear/0" [label="(768, 3072)", style=solid]; -"657 features.7.1.block.5.bias" -> "658 features/7/1/block/5/linear/0" [label="(768,)", style=solid]; -"658 features/7/1/block/5/linear/0" -> "659 features/7/1/block/6/permute/0" [label="(1, 2, 2, 768)", style=solid]; -"659 features/7/1/block/6/permute/0" -> "661 features/7/1/mul/0" [label="(1, 768, 2, 2)", style=solid]; -"660 features.7.1.layer_scale" -> "661 features/7/1/mul/0" [label="(768, 1, 1)", style=solid]; -"661 features/7/1/mul/0" -> "662 features/7/1/add_/0" [label="(1, 768, 2, 2)", style=solid]; -"662 features/7/1/add_/0" -> "665 features/7/2/block/0/conv2d/0" [label="(1, 768, 2, 2)", style=solid]; -"662 features/7/1/add_/0" -> "680 features/7/2/add_/0" [label="(1, 768, 2, 2)", style=solid]; -"663 features.7.2.block.0.weight" -> "665 features/7/2/block/0/conv2d/0" [label="(768, 1, 7, 7)", style=solid]; -"664 features.7.2.block.0.bias" -> "665 features/7/2/block/0/conv2d/0" [label="(768,)", style=solid]; -"665 features/7/2/block/0/conv2d/0" -> "666 features/7/2/block/1/permute/0" [label="(1, 768, 2, 2)", style=solid]; -"666 features/7/2/block/1/permute/0" -> "669 features/7/2/block/2/layer_norm/0" [label="(1, 2, 2, 768)", style=solid]; -"667 features.7.2.block.2.weight" -> "669 features/7/2/block/2/layer_norm/0" [label="(768,)", style=solid]; -"668 features.7.2.block.2.bias" -> "669 features/7/2/block/2/layer_norm/0" [label="(768,)", style=solid]; -"669 features/7/2/block/2/layer_norm/0" -> "672 features/7/2/block/3/linear/0" [label="(1, 2, 2, 768)", style=solid]; -"670 features.7.2.block.3.weight" -> "672 features/7/2/block/3/linear/0" [label="(3072, 768)", style=solid]; -"671 features.7.2.block.3.bias" -> "672 features/7/2/block/3/linear/0" [label="(3072,)", style=solid]; -"672 features/7/2/block/3/linear/0" -> "673 features/7/2/block/4/gelu/0" [label="(1, 2, 2, 3072)", style=solid]; -"673 features/7/2/block/4/gelu/0" -> "676 features/7/2/block/5/linear/0" [label="(1, 2, 2, 3072)", style=solid]; -"674 features.7.2.block.5.weight" -> "676 features/7/2/block/5/linear/0" [label="(768, 3072)", style=solid]; -"675 features.7.2.block.5.bias" -> "676 features/7/2/block/5/linear/0" [label="(768,)", style=solid]; -"676 features/7/2/block/5/linear/0" -> "677 features/7/2/block/6/permute/0" [label="(1, 2, 2, 768)", style=solid]; -"677 features/7/2/block/6/permute/0" -> "679 features/7/2/mul/0" [label="(1, 768, 2, 2)", style=solid]; -"678 features.7.2.layer_scale" -> "679 features/7/2/mul/0" [label="(768, 1, 1)", style=solid]; -"679 features/7/2/mul/0" -> "680 features/7/2/add_/0" [label="(1, 768, 2, 2)", style=solid]; -"680 features/7/2/add_/0" -> "681 avgpool/adaptive_avg_pool2d/0" [label="(1, 768, 2, 2)", style=solid]; -"681 avgpool/adaptive_avg_pool2d/0" -> "682 classifier/0/permute/0" [label="(1, 768, 1, 1)", style=solid]; -"682 classifier/0/permute/0" -> "685 classifier/0/layer_norm/0" [label="(1, 1, 1, 768)", style=solid]; -"683 classifier.0.weight" -> "685 classifier/0/layer_norm/0" [label="(768,)", style=solid]; -"684 classifier.0.bias" -> "685 classifier/0/layer_norm/0" [label="(768,)", style=solid]; -"685 classifier/0/layer_norm/0" -> "686 classifier/0/permute/1" [label="(1, 1, 1, 768)", style=solid]; -"686 classifier/0/permute/1" -> "687 classifier/1/flatten/0" [label="(1, 768, 1, 1)", style=solid]; -"687 classifier/1/flatten/0" -> "690 classifier/2/linear/0" [label="(1, 768)", style=solid]; -"688 classifier.2.weight" -> "690 classifier/2/linear/0" [label="(1000, 768)", style=solid]; -"689 classifier.2.bias" -> "690 classifier/2/linear/0" [label="(1000,)", style=solid]; -"690 classifier/2/linear/0" -> "691 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"features.0.0.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.0.bias" [id=2, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/0/conv2d/0" [id=3, metatype=PTConv2dMetatype, type=conv2d]; +"features/0/1/permute/0" [id=4, metatype=PTTransposeMetatype, type=permute]; +"features.0.1.weight" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.bias" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/1/layer_norm/0" [id=7, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/0/1/permute/1" [id=8, metatype=PTTransposeMetatype, type=permute]; +"features.1.0.block.0.weight" [id=9, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.0.bias" [id=10, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/0/conv2d/0" [id=11, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/1/0/block/1/permute/0" [id=12, metatype=PTTransposeMetatype, type=permute]; +"features.1.0.block.2.weight" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.2.bias" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/2/layer_norm/0" [id=15, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.1.0.block.3.weight" [id=16, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.3.bias" [id=17, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/3/linear/0" [id=18, metatype=PTLinearMetatype, type=linear]; +"features/1/0/block/4/gelu/0" [id=19, metatype=PTGELUMetatype, type=gelu]; +"features.1.0.block.5.weight" [id=20, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.5.bias" [id=21, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/5/linear/0" [id=22, metatype=PTLinearMetatype, type=linear]; +"features/1/0/block/6/permute/0" [id=23, metatype=PTTransposeMetatype, type=permute]; +"features.1.0.layer_scale" [id=24, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/mul/0" [id=25, metatype=PTMulMetatype, type=mul]; +"features/1/0/add_/0" [id=26, metatype=PTAddMetatype, type=add_]; +"features.1.1.block.0.weight" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.block.0.bias" [id=28, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/block/0/conv2d/0" [id=29, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/1/1/block/1/permute/0" [id=30, metatype=PTTransposeMetatype, type=permute]; +"features.1.1.block.2.weight" [id=31, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.block.2.bias" [id=32, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/block/2/layer_norm/0" [id=33, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.1.1.block.3.weight" [id=34, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.block.3.bias" [id=35, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/block/3/linear/0" [id=36, metatype=PTLinearMetatype, type=linear]; +"features/1/1/block/4/gelu/0" [id=37, metatype=PTGELUMetatype, type=gelu]; +"features.1.1.block.5.weight" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.block.5.bias" [id=39, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/block/5/linear/0" [id=40, metatype=PTLinearMetatype, type=linear]; +"features/1/1/block/6/permute/0" [id=41, metatype=PTTransposeMetatype, type=permute]; +"features.1.1.layer_scale" [id=42, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/mul/0" [id=43, metatype=PTMulMetatype, type=mul]; +"features/1/1/add_/0" [id=44, metatype=PTAddMetatype, type=add_]; +"features.1.2.block.0.weight" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.2.block.0.bias" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/2/block/0/conv2d/0" [id=47, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/1/2/block/1/permute/0" [id=48, metatype=PTTransposeMetatype, type=permute]; +"features.1.2.block.2.weight" [id=49, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.2.block.2.bias" [id=50, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/2/block/2/layer_norm/0" [id=51, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.1.2.block.3.weight" [id=52, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.2.block.3.bias" [id=53, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/2/block/3/linear/0" [id=54, metatype=PTLinearMetatype, type=linear]; +"features/1/2/block/4/gelu/0" [id=55, metatype=PTGELUMetatype, type=gelu]; +"features.1.2.block.5.weight" [id=56, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.2.block.5.bias" [id=57, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/2/block/5/linear/0" [id=58, metatype=PTLinearMetatype, type=linear]; +"features/1/2/block/6/permute/0" [id=59, metatype=PTTransposeMetatype, type=permute]; +"features.1.2.layer_scale" [id=60, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/2/mul/0" [id=61, metatype=PTMulMetatype, type=mul]; +"features/1/2/add_/0" [id=62, metatype=PTAddMetatype, type=add_]; +"features/2/0/permute/0" [id=63, metatype=PTTransposeMetatype, type=permute]; +"features.2.0.weight" [id=64, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.bias" [id=65, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/0/layer_norm/0" [id=66, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/2/0/permute/1" [id=67, metatype=PTTransposeMetatype, type=permute]; +"features.2.1.weight" [id=68, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.bias" [id=69, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/1/conv2d/0" [id=70, metatype=PTConv2dMetatype, type=conv2d]; +"features.3.0.block.0.weight" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.0.bias" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/0/conv2d/0" [id=73, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/3/0/block/1/permute/0" [id=74, metatype=PTTransposeMetatype, type=permute]; +"features.3.0.block.2.weight" [id=75, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.2.bias" [id=76, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/2/layer_norm/0" [id=77, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.3.0.block.3.weight" [id=78, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.3.bias" [id=79, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/3/linear/0" [id=80, metatype=PTLinearMetatype, type=linear]; +"features/3/0/block/4/gelu/0" [id=81, metatype=PTGELUMetatype, type=gelu]; +"features.3.0.block.5.weight" [id=82, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.5.bias" [id=83, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/5/linear/0" [id=84, metatype=PTLinearMetatype, type=linear]; +"features/3/0/block/6/permute/0" [id=85, metatype=PTTransposeMetatype, type=permute]; +"features.3.0.layer_scale" [id=86, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/mul/0" [id=87, metatype=PTMulMetatype, type=mul]; +"features/3/0/add_/0" [id=88, metatype=PTAddMetatype, type=add_]; +"features.3.1.block.0.weight" [id=89, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.0.bias" [id=90, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/0/conv2d/0" [id=91, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/3/1/block/1/permute/0" [id=92, metatype=PTTransposeMetatype, type=permute]; +"features.3.1.block.2.weight" [id=93, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.2.bias" [id=94, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/2/layer_norm/0" [id=95, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.3.1.block.3.weight" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.3.bias" [id=97, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/3/linear/0" [id=98, metatype=PTLinearMetatype, type=linear]; +"features/3/1/block/4/gelu/0" [id=99, metatype=PTGELUMetatype, type=gelu]; +"features.3.1.block.5.weight" [id=100, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.5.bias" [id=101, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/5/linear/0" [id=102, metatype=PTLinearMetatype, type=linear]; +"features/3/1/block/6/permute/0" [id=103, metatype=PTTransposeMetatype, type=permute]; +"features.3.1.layer_scale" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/mul/0" [id=105, metatype=PTMulMetatype, type=mul]; +"features/3/1/add_/0" [id=106, metatype=PTAddMetatype, type=add_]; +"features.3.2.block.0.weight" [id=107, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.2.block.0.bias" [id=108, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/2/block/0/conv2d/0" [id=109, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/3/2/block/1/permute/0" [id=110, metatype=PTTransposeMetatype, type=permute]; +"features.3.2.block.2.weight" [id=111, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.2.block.2.bias" [id=112, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/2/block/2/layer_norm/0" [id=113, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.3.2.block.3.weight" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.2.block.3.bias" [id=115, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/2/block/3/linear/0" [id=116, metatype=PTLinearMetatype, type=linear]; +"features/3/2/block/4/gelu/0" [id=117, metatype=PTGELUMetatype, type=gelu]; +"features.3.2.block.5.weight" [id=118, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.2.block.5.bias" [id=119, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/2/block/5/linear/0" [id=120, metatype=PTLinearMetatype, type=linear]; +"features/3/2/block/6/permute/0" [id=121, metatype=PTTransposeMetatype, type=permute]; +"features.3.2.layer_scale" [id=122, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/2/mul/0" [id=123, metatype=PTMulMetatype, type=mul]; +"features/3/2/add_/0" [id=124, metatype=PTAddMetatype, type=add_]; +"features/4/0/permute/0" [id=125, metatype=PTTransposeMetatype, type=permute]; +"features.4.0.weight" [id=126, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.bias" [id=127, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/0/layer_norm/0" [id=128, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/4/0/permute/1" [id=129, metatype=PTTransposeMetatype, type=permute]; +"features.4.1.weight" [id=130, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.bias" [id=131, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/1/conv2d/0" [id=132, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.0.block.0.weight" [id=133, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.0.bias" [id=134, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/0/conv2d/0" [id=135, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/0/block/1/permute/0" [id=136, metatype=PTTransposeMetatype, type=permute]; +"features.5.0.block.2.weight" [id=137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.2.bias" [id=138, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/2/layer_norm/0" [id=139, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.0.block.3.weight" [id=140, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.3.bias" [id=141, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/3/linear/0" [id=142, metatype=PTLinearMetatype, type=linear]; +"features/5/0/block/4/gelu/0" [id=143, metatype=PTGELUMetatype, type=gelu]; +"features.5.0.block.5.weight" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.5.bias" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/5/linear/0" [id=146, metatype=PTLinearMetatype, type=linear]; +"features/5/0/block/6/permute/0" [id=147, metatype=PTTransposeMetatype, type=permute]; +"features.5.0.layer_scale" [id=148, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/mul/0" [id=149, metatype=PTMulMetatype, type=mul]; +"features/5/0/add_/0" [id=150, metatype=PTAddMetatype, type=add_]; +"features.5.1.block.0.weight" [id=151, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.0.bias" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/0/conv2d/0" [id=153, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/1/block/1/permute/0" [id=154, metatype=PTTransposeMetatype, type=permute]; +"features.5.1.block.2.weight" [id=155, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.2.bias" [id=156, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/2/layer_norm/0" [id=157, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.1.block.3.weight" [id=158, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.3.bias" [id=159, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/3/linear/0" [id=160, metatype=PTLinearMetatype, type=linear]; +"features/5/1/block/4/gelu/0" [id=161, metatype=PTGELUMetatype, type=gelu]; +"features.5.1.block.5.weight" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.5.bias" [id=163, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/5/linear/0" [id=164, metatype=PTLinearMetatype, type=linear]; +"features/5/1/block/6/permute/0" [id=165, metatype=PTTransposeMetatype, type=permute]; +"features.5.1.layer_scale" [id=166, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/mul/0" [id=167, metatype=PTMulMetatype, type=mul]; +"features/5/1/add_/0" [id=168, metatype=PTAddMetatype, type=add_]; +"features.5.2.block.0.weight" [id=169, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.0.bias" [id=170, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/0/conv2d/0" [id=171, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/2/block/1/permute/0" [id=172, metatype=PTTransposeMetatype, type=permute]; +"features.5.2.block.2.weight" [id=173, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.2.bias" [id=174, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/2/layer_norm/0" [id=175, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.2.block.3.weight" [id=176, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.3.bias" [id=177, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/3/linear/0" [id=178, metatype=PTLinearMetatype, type=linear]; +"features/5/2/block/4/gelu/0" [id=179, metatype=PTGELUMetatype, type=gelu]; +"features.5.2.block.5.weight" [id=180, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.5.bias" [id=181, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/5/linear/0" [id=182, metatype=PTLinearMetatype, type=linear]; +"features/5/2/block/6/permute/0" [id=183, metatype=PTTransposeMetatype, type=permute]; +"features.5.2.layer_scale" [id=184, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/mul/0" [id=185, metatype=PTMulMetatype, type=mul]; +"features/5/2/add_/0" [id=186, metatype=PTAddMetatype, type=add_]; +"features.5.3.block.0.weight" [id=187, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.block.0.bias" [id=188, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/block/0/conv2d/0" [id=189, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/3/block/1/permute/0" [id=190, metatype=PTTransposeMetatype, type=permute]; +"features.5.3.block.2.weight" [id=191, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.block.2.bias" [id=192, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/block/2/layer_norm/0" [id=193, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.3.block.3.weight" [id=194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.block.3.bias" [id=195, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/block/3/linear/0" [id=196, metatype=PTLinearMetatype, type=linear]; +"features/5/3/block/4/gelu/0" [id=197, metatype=PTGELUMetatype, type=gelu]; +"features.5.3.block.5.weight" [id=198, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.block.5.bias" [id=199, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/block/5/linear/0" [id=200, metatype=PTLinearMetatype, type=linear]; +"features/5/3/block/6/permute/0" [id=201, metatype=PTTransposeMetatype, type=permute]; +"features.5.3.layer_scale" [id=202, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/mul/0" [id=203, metatype=PTMulMetatype, type=mul]; +"features/5/3/add_/0" [id=204, metatype=PTAddMetatype, type=add_]; +"features.5.4.block.0.weight" [id=205, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.block.0.bias" [id=206, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/block/0/conv2d/0" [id=207, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/4/block/1/permute/0" [id=208, metatype=PTTransposeMetatype, type=permute]; +"features.5.4.block.2.weight" [id=209, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.block.2.bias" [id=210, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/block/2/layer_norm/0" [id=211, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.4.block.3.weight" [id=212, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.block.3.bias" [id=213, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/block/3/linear/0" [id=214, metatype=PTLinearMetatype, type=linear]; +"features/5/4/block/4/gelu/0" [id=215, metatype=PTGELUMetatype, type=gelu]; +"features.5.4.block.5.weight" [id=216, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.block.5.bias" [id=217, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/block/5/linear/0" [id=218, metatype=PTLinearMetatype, type=linear]; +"features/5/4/block/6/permute/0" [id=219, metatype=PTTransposeMetatype, type=permute]; +"features.5.4.layer_scale" [id=220, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/mul/0" [id=221, metatype=PTMulMetatype, type=mul]; +"features/5/4/add_/0" [id=222, metatype=PTAddMetatype, type=add_]; +"features.5.5.block.0.weight" [id=223, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.block.0.bias" [id=224, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/block/0/conv2d/0" [id=225, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/5/block/1/permute/0" [id=226, metatype=PTTransposeMetatype, type=permute]; +"features.5.5.block.2.weight" [id=227, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.block.2.bias" [id=228, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/block/2/layer_norm/0" [id=229, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.5.block.3.weight" [id=230, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.block.3.bias" [id=231, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/block/3/linear/0" [id=232, metatype=PTLinearMetatype, type=linear]; +"features/5/5/block/4/gelu/0" [id=233, metatype=PTGELUMetatype, type=gelu]; +"features.5.5.block.5.weight" [id=234, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.block.5.bias" [id=235, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/block/5/linear/0" [id=236, metatype=PTLinearMetatype, type=linear]; +"features/5/5/block/6/permute/0" [id=237, metatype=PTTransposeMetatype, type=permute]; +"features.5.5.layer_scale" [id=238, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/mul/0" [id=239, metatype=PTMulMetatype, type=mul]; +"features/5/5/add_/0" [id=240, metatype=PTAddMetatype, type=add_]; +"features.5.6.block.0.weight" [id=241, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.block.0.bias" [id=242, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/block/0/conv2d/0" [id=243, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/6/block/1/permute/0" [id=244, metatype=PTTransposeMetatype, type=permute]; +"features.5.6.block.2.weight" [id=245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.block.2.bias" [id=246, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/block/2/layer_norm/0" [id=247, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.6.block.3.weight" [id=248, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.block.3.bias" [id=249, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/block/3/linear/0" [id=250, metatype=PTLinearMetatype, type=linear]; +"features/5/6/block/4/gelu/0" [id=251, metatype=PTGELUMetatype, type=gelu]; +"features.5.6.block.5.weight" [id=252, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.block.5.bias" [id=253, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/block/5/linear/0" [id=254, metatype=PTLinearMetatype, type=linear]; +"features/5/6/block/6/permute/0" [id=255, metatype=PTTransposeMetatype, type=permute]; +"features.5.6.layer_scale" [id=256, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/mul/0" [id=257, metatype=PTMulMetatype, type=mul]; +"features/5/6/add_/0" [id=258, metatype=PTAddMetatype, type=add_]; +"features.5.7.block.0.weight" [id=259, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.block.0.bias" [id=260, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/block/0/conv2d/0" [id=261, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/7/block/1/permute/0" [id=262, metatype=PTTransposeMetatype, type=permute]; +"features.5.7.block.2.weight" [id=263, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.block.2.bias" [id=264, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/block/2/layer_norm/0" [id=265, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.7.block.3.weight" [id=266, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.block.3.bias" [id=267, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/block/3/linear/0" [id=268, metatype=PTLinearMetatype, type=linear]; +"features/5/7/block/4/gelu/0" [id=269, metatype=PTGELUMetatype, type=gelu]; +"features.5.7.block.5.weight" [id=270, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.block.5.bias" [id=271, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/block/5/linear/0" [id=272, metatype=PTLinearMetatype, type=linear]; +"features/5/7/block/6/permute/0" [id=273, metatype=PTTransposeMetatype, type=permute]; +"features.5.7.layer_scale" [id=274, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/mul/0" [id=275, metatype=PTMulMetatype, type=mul]; +"features/5/7/add_/0" [id=276, metatype=PTAddMetatype, type=add_]; +"features.5.8.block.0.weight" [id=277, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.block.0.bias" [id=278, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/block/0/conv2d/0" [id=279, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/8/block/1/permute/0" [id=280, metatype=PTTransposeMetatype, type=permute]; +"features.5.8.block.2.weight" [id=281, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.block.2.bias" [id=282, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/block/2/layer_norm/0" [id=283, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.8.block.3.weight" [id=284, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.block.3.bias" [id=285, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/block/3/linear/0" [id=286, metatype=PTLinearMetatype, type=linear]; +"features/5/8/block/4/gelu/0" [id=287, metatype=PTGELUMetatype, type=gelu]; +"features.5.8.block.5.weight" [id=288, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.block.5.bias" [id=289, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/block/5/linear/0" [id=290, metatype=PTLinearMetatype, type=linear]; +"features/5/8/block/6/permute/0" [id=291, metatype=PTTransposeMetatype, type=permute]; +"features.5.8.layer_scale" [id=292, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/mul/0" [id=293, metatype=PTMulMetatype, type=mul]; +"features/5/8/add_/0" [id=294, metatype=PTAddMetatype, type=add_]; +"features.5.9.block.0.weight" [id=295, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.block.0.bias" [id=296, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/block/0/conv2d/0" [id=297, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/9/block/1/permute/0" [id=298, metatype=PTTransposeMetatype, type=permute]; +"features.5.9.block.2.weight" [id=299, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.block.2.bias" [id=300, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/block/2/layer_norm/0" [id=301, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.9.block.3.weight" [id=302, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.block.3.bias" [id=303, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/block/3/linear/0" [id=304, metatype=PTLinearMetatype, type=linear]; +"features/5/9/block/4/gelu/0" [id=305, metatype=PTGELUMetatype, type=gelu]; +"features.5.9.block.5.weight" [id=306, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.block.5.bias" [id=307, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/block/5/linear/0" [id=308, metatype=PTLinearMetatype, type=linear]; +"features/5/9/block/6/permute/0" [id=309, metatype=PTTransposeMetatype, type=permute]; +"features.5.9.layer_scale" [id=310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/mul/0" [id=311, metatype=PTMulMetatype, type=mul]; +"features/5/9/add_/0" [id=312, metatype=PTAddMetatype, type=add_]; +"features.5.10.block.0.weight" [id=313, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.block.0.bias" [id=314, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/block/0/conv2d/0" [id=315, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/10/block/1/permute/0" [id=316, metatype=PTTransposeMetatype, type=permute]; +"features.5.10.block.2.weight" [id=317, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.block.2.bias" [id=318, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/block/2/layer_norm/0" [id=319, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.10.block.3.weight" [id=320, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.block.3.bias" [id=321, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/block/3/linear/0" [id=322, metatype=PTLinearMetatype, type=linear]; +"features/5/10/block/4/gelu/0" [id=323, metatype=PTGELUMetatype, type=gelu]; +"features.5.10.block.5.weight" [id=324, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.block.5.bias" [id=325, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/block/5/linear/0" [id=326, metatype=PTLinearMetatype, type=linear]; +"features/5/10/block/6/permute/0" [id=327, metatype=PTTransposeMetatype, type=permute]; +"features.5.10.layer_scale" [id=328, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/mul/0" [id=329, metatype=PTMulMetatype, type=mul]; +"features/5/10/add_/0" [id=330, metatype=PTAddMetatype, type=add_]; +"features.5.11.block.0.weight" [id=331, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.block.0.bias" [id=332, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/block/0/conv2d/0" [id=333, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/11/block/1/permute/0" [id=334, metatype=PTTransposeMetatype, type=permute]; +"features.5.11.block.2.weight" [id=335, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.block.2.bias" [id=336, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/block/2/layer_norm/0" [id=337, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.11.block.3.weight" [id=338, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.block.3.bias" [id=339, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/block/3/linear/0" [id=340, metatype=PTLinearMetatype, type=linear]; +"features/5/11/block/4/gelu/0" [id=341, metatype=PTGELUMetatype, type=gelu]; +"features.5.11.block.5.weight" [id=342, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.block.5.bias" [id=343, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/block/5/linear/0" [id=344, metatype=PTLinearMetatype, type=linear]; +"features/5/11/block/6/permute/0" [id=345, metatype=PTTransposeMetatype, type=permute]; +"features.5.11.layer_scale" [id=346, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/mul/0" [id=347, metatype=PTMulMetatype, type=mul]; +"features/5/11/add_/0" [id=348, metatype=PTAddMetatype, type=add_]; +"features.5.12.block.0.weight" [id=349, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.block.0.bias" [id=350, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/block/0/conv2d/0" [id=351, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/12/block/1/permute/0" [id=352, metatype=PTTransposeMetatype, type=permute]; +"features.5.12.block.2.weight" [id=353, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.block.2.bias" [id=354, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/block/2/layer_norm/0" [id=355, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.12.block.3.weight" [id=356, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.block.3.bias" [id=357, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/block/3/linear/0" [id=358, metatype=PTLinearMetatype, type=linear]; +"features/5/12/block/4/gelu/0" [id=359, metatype=PTGELUMetatype, type=gelu]; +"features.5.12.block.5.weight" [id=360, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.block.5.bias" [id=361, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/block/5/linear/0" [id=362, metatype=PTLinearMetatype, type=linear]; +"features/5/12/block/6/permute/0" [id=363, metatype=PTTransposeMetatype, type=permute]; +"features.5.12.layer_scale" [id=364, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/mul/0" [id=365, metatype=PTMulMetatype, type=mul]; +"features/5/12/add_/0" [id=366, metatype=PTAddMetatype, type=add_]; +"features.5.13.block.0.weight" [id=367, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.block.0.bias" [id=368, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/block/0/conv2d/0" [id=369, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/13/block/1/permute/0" [id=370, metatype=PTTransposeMetatype, type=permute]; +"features.5.13.block.2.weight" [id=371, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.block.2.bias" [id=372, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/block/2/layer_norm/0" [id=373, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.13.block.3.weight" [id=374, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.block.3.bias" [id=375, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/block/3/linear/0" [id=376, metatype=PTLinearMetatype, type=linear]; +"features/5/13/block/4/gelu/0" [id=377, metatype=PTGELUMetatype, type=gelu]; +"features.5.13.block.5.weight" [id=378, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.block.5.bias" [id=379, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/block/5/linear/0" [id=380, metatype=PTLinearMetatype, type=linear]; +"features/5/13/block/6/permute/0" [id=381, metatype=PTTransposeMetatype, type=permute]; +"features.5.13.layer_scale" [id=382, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/mul/0" [id=383, metatype=PTMulMetatype, type=mul]; +"features/5/13/add_/0" [id=384, metatype=PTAddMetatype, type=add_]; +"features.5.14.block.0.weight" [id=385, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.block.0.bias" [id=386, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/block/0/conv2d/0" [id=387, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/14/block/1/permute/0" [id=388, metatype=PTTransposeMetatype, type=permute]; +"features.5.14.block.2.weight" [id=389, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.block.2.bias" [id=390, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/block/2/layer_norm/0" [id=391, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.14.block.3.weight" [id=392, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.block.3.bias" [id=393, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/block/3/linear/0" [id=394, metatype=PTLinearMetatype, type=linear]; +"features/5/14/block/4/gelu/0" [id=395, metatype=PTGELUMetatype, type=gelu]; +"features.5.14.block.5.weight" [id=396, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.block.5.bias" [id=397, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/block/5/linear/0" [id=398, metatype=PTLinearMetatype, type=linear]; +"features/5/14/block/6/permute/0" [id=399, metatype=PTTransposeMetatype, type=permute]; +"features.5.14.layer_scale" [id=400, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/mul/0" [id=401, metatype=PTMulMetatype, type=mul]; +"features/5/14/add_/0" [id=402, metatype=PTAddMetatype, type=add_]; +"features.5.15.block.0.weight" [id=403, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.block.0.bias" [id=404, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/block/0/conv2d/0" [id=405, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/15/block/1/permute/0" [id=406, metatype=PTTransposeMetatype, type=permute]; +"features.5.15.block.2.weight" [id=407, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.block.2.bias" [id=408, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/block/2/layer_norm/0" [id=409, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.15.block.3.weight" [id=410, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.block.3.bias" [id=411, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/block/3/linear/0" [id=412, metatype=PTLinearMetatype, type=linear]; +"features/5/15/block/4/gelu/0" [id=413, metatype=PTGELUMetatype, type=gelu]; +"features.5.15.block.5.weight" [id=414, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.block.5.bias" [id=415, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/block/5/linear/0" [id=416, metatype=PTLinearMetatype, type=linear]; +"features/5/15/block/6/permute/0" [id=417, metatype=PTTransposeMetatype, type=permute]; +"features.5.15.layer_scale" [id=418, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/mul/0" [id=419, metatype=PTMulMetatype, type=mul]; +"features/5/15/add_/0" [id=420, metatype=PTAddMetatype, type=add_]; +"features.5.16.block.0.weight" [id=421, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.block.0.bias" [id=422, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/block/0/conv2d/0" [id=423, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/16/block/1/permute/0" [id=424, metatype=PTTransposeMetatype, type=permute]; +"features.5.16.block.2.weight" [id=425, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.block.2.bias" [id=426, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/block/2/layer_norm/0" [id=427, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.16.block.3.weight" [id=428, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.block.3.bias" [id=429, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/block/3/linear/0" [id=430, metatype=PTLinearMetatype, type=linear]; +"features/5/16/block/4/gelu/0" [id=431, metatype=PTGELUMetatype, type=gelu]; +"features.5.16.block.5.weight" [id=432, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.block.5.bias" [id=433, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/block/5/linear/0" [id=434, metatype=PTLinearMetatype, type=linear]; +"features/5/16/block/6/permute/0" [id=435, metatype=PTTransposeMetatype, type=permute]; +"features.5.16.layer_scale" [id=436, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/mul/0" [id=437, metatype=PTMulMetatype, type=mul]; +"features/5/16/add_/0" [id=438, metatype=PTAddMetatype, type=add_]; +"features.5.17.block.0.weight" [id=439, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.block.0.bias" [id=440, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/block/0/conv2d/0" [id=441, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/17/block/1/permute/0" [id=442, metatype=PTTransposeMetatype, type=permute]; +"features.5.17.block.2.weight" [id=443, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.block.2.bias" [id=444, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/block/2/layer_norm/0" [id=445, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.17.block.3.weight" [id=446, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.block.3.bias" [id=447, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/block/3/linear/0" [id=448, metatype=PTLinearMetatype, type=linear]; +"features/5/17/block/4/gelu/0" [id=449, metatype=PTGELUMetatype, type=gelu]; +"features.5.17.block.5.weight" [id=450, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.block.5.bias" [id=451, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/block/5/linear/0" [id=452, metatype=PTLinearMetatype, type=linear]; +"features/5/17/block/6/permute/0" [id=453, metatype=PTTransposeMetatype, type=permute]; +"features.5.17.layer_scale" [id=454, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/mul/0" [id=455, metatype=PTMulMetatype, type=mul]; +"features/5/17/add_/0" [id=456, metatype=PTAddMetatype, type=add_]; +"features.5.18.block.0.weight" [id=457, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.18.block.0.bias" [id=458, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/18/block/0/conv2d/0" [id=459, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/18/block/1/permute/0" [id=460, metatype=PTTransposeMetatype, type=permute]; +"features.5.18.block.2.weight" [id=461, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.18.block.2.bias" [id=462, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/18/block/2/layer_norm/0" [id=463, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.18.block.3.weight" [id=464, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.18.block.3.bias" [id=465, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/18/block/3/linear/0" [id=466, metatype=PTLinearMetatype, type=linear]; +"features/5/18/block/4/gelu/0" [id=467, metatype=PTGELUMetatype, type=gelu]; +"features.5.18.block.5.weight" [id=468, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.18.block.5.bias" [id=469, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/18/block/5/linear/0" [id=470, metatype=PTLinearMetatype, type=linear]; +"features/5/18/block/6/permute/0" [id=471, metatype=PTTransposeMetatype, type=permute]; +"features.5.18.layer_scale" [id=472, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/18/mul/0" [id=473, metatype=PTMulMetatype, type=mul]; +"features/5/18/add_/0" [id=474, metatype=PTAddMetatype, type=add_]; +"features.5.19.block.0.weight" [id=475, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.19.block.0.bias" [id=476, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/19/block/0/conv2d/0" [id=477, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/19/block/1/permute/0" [id=478, metatype=PTTransposeMetatype, type=permute]; +"features.5.19.block.2.weight" [id=479, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.19.block.2.bias" [id=480, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/19/block/2/layer_norm/0" [id=481, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.19.block.3.weight" [id=482, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.19.block.3.bias" [id=483, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/19/block/3/linear/0" [id=484, metatype=PTLinearMetatype, type=linear]; +"features/5/19/block/4/gelu/0" [id=485, metatype=PTGELUMetatype, type=gelu]; +"features.5.19.block.5.weight" [id=486, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.19.block.5.bias" [id=487, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/19/block/5/linear/0" [id=488, metatype=PTLinearMetatype, type=linear]; +"features/5/19/block/6/permute/0" [id=489, metatype=PTTransposeMetatype, type=permute]; +"features.5.19.layer_scale" [id=490, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/19/mul/0" [id=491, metatype=PTMulMetatype, type=mul]; +"features/5/19/add_/0" [id=492, metatype=PTAddMetatype, type=add_]; +"features.5.20.block.0.weight" [id=493, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.20.block.0.bias" [id=494, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/20/block/0/conv2d/0" [id=495, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/20/block/1/permute/0" [id=496, metatype=PTTransposeMetatype, type=permute]; +"features.5.20.block.2.weight" [id=497, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.20.block.2.bias" [id=498, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/20/block/2/layer_norm/0" [id=499, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.20.block.3.weight" [id=500, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.20.block.3.bias" [id=501, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/20/block/3/linear/0" [id=502, metatype=PTLinearMetatype, type=linear]; +"features/5/20/block/4/gelu/0" [id=503, metatype=PTGELUMetatype, type=gelu]; +"features.5.20.block.5.weight" [id=504, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.20.block.5.bias" [id=505, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/20/block/5/linear/0" [id=506, metatype=PTLinearMetatype, type=linear]; +"features/5/20/block/6/permute/0" [id=507, metatype=PTTransposeMetatype, type=permute]; +"features.5.20.layer_scale" [id=508, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/20/mul/0" [id=509, metatype=PTMulMetatype, type=mul]; +"features/5/20/add_/0" [id=510, metatype=PTAddMetatype, type=add_]; +"features.5.21.block.0.weight" [id=511, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.21.block.0.bias" [id=512, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/21/block/0/conv2d/0" [id=513, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/21/block/1/permute/0" [id=514, metatype=PTTransposeMetatype, type=permute]; +"features.5.21.block.2.weight" [id=515, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.21.block.2.bias" [id=516, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/21/block/2/layer_norm/0" [id=517, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.21.block.3.weight" [id=518, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.21.block.3.bias" [id=519, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/21/block/3/linear/0" [id=520, metatype=PTLinearMetatype, type=linear]; +"features/5/21/block/4/gelu/0" [id=521, metatype=PTGELUMetatype, type=gelu]; +"features.5.21.block.5.weight" [id=522, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.21.block.5.bias" [id=523, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/21/block/5/linear/0" [id=524, metatype=PTLinearMetatype, type=linear]; +"features/5/21/block/6/permute/0" [id=525, metatype=PTTransposeMetatype, type=permute]; +"features.5.21.layer_scale" [id=526, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/21/mul/0" [id=527, metatype=PTMulMetatype, type=mul]; +"features/5/21/add_/0" [id=528, metatype=PTAddMetatype, type=add_]; +"features.5.22.block.0.weight" [id=529, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.22.block.0.bias" [id=530, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/22/block/0/conv2d/0" [id=531, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/22/block/1/permute/0" [id=532, metatype=PTTransposeMetatype, type=permute]; +"features.5.22.block.2.weight" [id=533, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.22.block.2.bias" [id=534, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/22/block/2/layer_norm/0" [id=535, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.22.block.3.weight" [id=536, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.22.block.3.bias" [id=537, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/22/block/3/linear/0" [id=538, metatype=PTLinearMetatype, type=linear]; +"features/5/22/block/4/gelu/0" [id=539, metatype=PTGELUMetatype, type=gelu]; +"features.5.22.block.5.weight" [id=540, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.22.block.5.bias" [id=541, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/22/block/5/linear/0" [id=542, metatype=PTLinearMetatype, type=linear]; +"features/5/22/block/6/permute/0" [id=543, metatype=PTTransposeMetatype, type=permute]; +"features.5.22.layer_scale" [id=544, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/22/mul/0" [id=545, metatype=PTMulMetatype, type=mul]; +"features/5/22/add_/0" [id=546, metatype=PTAddMetatype, type=add_]; +"features.5.23.block.0.weight" [id=547, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.23.block.0.bias" [id=548, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/23/block/0/conv2d/0" [id=549, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/23/block/1/permute/0" [id=550, metatype=PTTransposeMetatype, type=permute]; +"features.5.23.block.2.weight" [id=551, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.23.block.2.bias" [id=552, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/23/block/2/layer_norm/0" [id=553, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.23.block.3.weight" [id=554, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.23.block.3.bias" [id=555, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/23/block/3/linear/0" [id=556, metatype=PTLinearMetatype, type=linear]; +"features/5/23/block/4/gelu/0" [id=557, metatype=PTGELUMetatype, type=gelu]; +"features.5.23.block.5.weight" [id=558, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.23.block.5.bias" [id=559, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/23/block/5/linear/0" [id=560, metatype=PTLinearMetatype, type=linear]; +"features/5/23/block/6/permute/0" [id=561, metatype=PTTransposeMetatype, type=permute]; +"features.5.23.layer_scale" [id=562, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/23/mul/0" [id=563, metatype=PTMulMetatype, type=mul]; +"features/5/23/add_/0" [id=564, metatype=PTAddMetatype, type=add_]; +"features.5.24.block.0.weight" [id=565, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.24.block.0.bias" [id=566, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/24/block/0/conv2d/0" [id=567, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/24/block/1/permute/0" [id=568, metatype=PTTransposeMetatype, type=permute]; +"features.5.24.block.2.weight" [id=569, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.24.block.2.bias" [id=570, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/24/block/2/layer_norm/0" [id=571, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.24.block.3.weight" [id=572, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.24.block.3.bias" [id=573, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/24/block/3/linear/0" [id=574, metatype=PTLinearMetatype, type=linear]; +"features/5/24/block/4/gelu/0" [id=575, metatype=PTGELUMetatype, type=gelu]; +"features.5.24.block.5.weight" [id=576, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.24.block.5.bias" [id=577, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/24/block/5/linear/0" [id=578, metatype=PTLinearMetatype, type=linear]; +"features/5/24/block/6/permute/0" [id=579, metatype=PTTransposeMetatype, type=permute]; +"features.5.24.layer_scale" [id=580, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/24/mul/0" [id=581, metatype=PTMulMetatype, type=mul]; +"features/5/24/add_/0" [id=582, metatype=PTAddMetatype, type=add_]; +"features.5.25.block.0.weight" [id=583, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.25.block.0.bias" [id=584, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/25/block/0/conv2d/0" [id=585, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/25/block/1/permute/0" [id=586, metatype=PTTransposeMetatype, type=permute]; +"features.5.25.block.2.weight" [id=587, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.25.block.2.bias" [id=588, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/25/block/2/layer_norm/0" [id=589, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.25.block.3.weight" [id=590, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.25.block.3.bias" [id=591, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/25/block/3/linear/0" [id=592, metatype=PTLinearMetatype, type=linear]; +"features/5/25/block/4/gelu/0" [id=593, metatype=PTGELUMetatype, type=gelu]; +"features.5.25.block.5.weight" [id=594, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.25.block.5.bias" [id=595, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/25/block/5/linear/0" [id=596, metatype=PTLinearMetatype, type=linear]; +"features/5/25/block/6/permute/0" [id=597, metatype=PTTransposeMetatype, type=permute]; +"features.5.25.layer_scale" [id=598, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/25/mul/0" [id=599, metatype=PTMulMetatype, type=mul]; +"features/5/25/add_/0" [id=600, metatype=PTAddMetatype, type=add_]; +"features.5.26.block.0.weight" [id=601, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.26.block.0.bias" [id=602, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/26/block/0/conv2d/0" [id=603, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/5/26/block/1/permute/0" [id=604, metatype=PTTransposeMetatype, type=permute]; +"features.5.26.block.2.weight" [id=605, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.26.block.2.bias" [id=606, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/26/block/2/layer_norm/0" [id=607, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.26.block.3.weight" [id=608, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.26.block.3.bias" [id=609, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/26/block/3/linear/0" [id=610, metatype=PTLinearMetatype, type=linear]; +"features/5/26/block/4/gelu/0" [id=611, metatype=PTGELUMetatype, type=gelu]; +"features.5.26.block.5.weight" [id=612, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.26.block.5.bias" [id=613, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/26/block/5/linear/0" [id=614, metatype=PTLinearMetatype, type=linear]; +"features/5/26/block/6/permute/0" [id=615, metatype=PTTransposeMetatype, type=permute]; +"features.5.26.layer_scale" [id=616, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/26/mul/0" [id=617, metatype=PTMulMetatype, type=mul]; +"features/5/26/add_/0" [id=618, metatype=PTAddMetatype, type=add_]; +"features/6/0/permute/0" [id=619, metatype=PTTransposeMetatype, type=permute]; +"features.6.0.weight" [id=620, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.bias" [id=621, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/0/layer_norm/0" [id=622, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/6/0/permute/1" [id=623, metatype=PTTransposeMetatype, type=permute]; +"features.6.1.weight" [id=624, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.bias" [id=625, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/1/conv2d/0" [id=626, metatype=PTConv2dMetatype, type=conv2d]; +"features.7.0.block.0.weight" [id=627, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.0.bias" [id=628, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/0/conv2d/0" [id=629, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/7/0/block/1/permute/0" [id=630, metatype=PTTransposeMetatype, type=permute]; +"features.7.0.block.2.weight" [id=631, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.2.bias" [id=632, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/2/layer_norm/0" [id=633, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.7.0.block.3.weight" [id=634, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.3.bias" [id=635, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/3/linear/0" [id=636, metatype=PTLinearMetatype, type=linear]; +"features/7/0/block/4/gelu/0" [id=637, metatype=PTGELUMetatype, type=gelu]; +"features.7.0.block.5.weight" [id=638, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.5.bias" [id=639, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/5/linear/0" [id=640, metatype=PTLinearMetatype, type=linear]; +"features/7/0/block/6/permute/0" [id=641, metatype=PTTransposeMetatype, type=permute]; +"features.7.0.layer_scale" [id=642, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/mul/0" [id=643, metatype=PTMulMetatype, type=mul]; +"features/7/0/add_/0" [id=644, metatype=PTAddMetatype, type=add_]; +"features.7.1.block.0.weight" [id=645, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.block.0.bias" [id=646, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/block/0/conv2d/0" [id=647, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/7/1/block/1/permute/0" [id=648, metatype=PTTransposeMetatype, type=permute]; +"features.7.1.block.2.weight" [id=649, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.block.2.bias" [id=650, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/block/2/layer_norm/0" [id=651, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.7.1.block.3.weight" [id=652, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.block.3.bias" [id=653, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/block/3/linear/0" [id=654, metatype=PTLinearMetatype, type=linear]; +"features/7/1/block/4/gelu/0" [id=655, metatype=PTGELUMetatype, type=gelu]; +"features.7.1.block.5.weight" [id=656, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.block.5.bias" [id=657, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/block/5/linear/0" [id=658, metatype=PTLinearMetatype, type=linear]; +"features/7/1/block/6/permute/0" [id=659, metatype=PTTransposeMetatype, type=permute]; +"features.7.1.layer_scale" [id=660, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/mul/0" [id=661, metatype=PTMulMetatype, type=mul]; +"features/7/1/add_/0" [id=662, metatype=PTAddMetatype, type=add_]; +"features.7.2.block.0.weight" [id=663, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.2.block.0.bias" [id=664, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/2/block/0/conv2d/0" [id=665, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features/7/2/block/1/permute/0" [id=666, metatype=PTTransposeMetatype, type=permute]; +"features.7.2.block.2.weight" [id=667, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.2.block.2.bias" [id=668, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/2/block/2/layer_norm/0" [id=669, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.7.2.block.3.weight" [id=670, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.2.block.3.bias" [id=671, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/2/block/3/linear/0" [id=672, metatype=PTLinearMetatype, type=linear]; +"features/7/2/block/4/gelu/0" [id=673, metatype=PTGELUMetatype, type=gelu]; +"features.7.2.block.5.weight" [id=674, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.2.block.5.bias" [id=675, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/2/block/5/linear/0" [id=676, metatype=PTLinearMetatype, type=linear]; +"features/7/2/block/6/permute/0" [id=677, metatype=PTTransposeMetatype, type=permute]; +"features.7.2.layer_scale" [id=678, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/2/mul/0" [id=679, metatype=PTMulMetatype, type=mul]; +"features/7/2/add_/0" [id=680, metatype=PTAddMetatype, type=add_]; +"avgpool/adaptive_avg_pool2d/0" [id=681, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"classifier/0/permute/0" [id=682, metatype=PTTransposeMetatype, type=permute]; +"classifier.0.weight" [id=683, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.0.bias" [id=684, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/0/layer_norm/0" [id=685, metatype=PTLayerNormMetatype, type=layer_norm]; +"classifier/0/permute/1" [id=686, metatype=PTTransposeMetatype, type=permute]; +"classifier/1/flatten/0" [id=687, metatype=PTReshapeMetatype, type=flatten]; +"classifier.2.weight" [id=688, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.2.bias" [id=689, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/2/linear/0" [id=690, metatype=PTLinearMetatype, type=linear]; +output [id=691, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "features/0/0/conv2d/0" [dtype=float, shape="(1, 3, 64, 64)"]; +"features.0.0.weight" -> "features/0/0/conv2d/0" [dtype=float, shape="(96, 3, 4, 4)"]; +"features.0.0.bias" -> "features/0/0/conv2d/0" [dtype=float, shape="(96,)"]; +"features/0/0/conv2d/0" -> "features/0/1/permute/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/0/1/permute/0" -> "features/0/1/layer_norm/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features.0.1.weight" -> "features/0/1/layer_norm/0" [dtype=float, shape="(96,)"]; +"features.0.1.bias" -> "features/0/1/layer_norm/0" [dtype=float, shape="(96,)"]; +"features/0/1/layer_norm/0" -> "features/0/1/permute/1" [dtype=float, shape="(1, 16, 16, 96)"]; +"features/0/1/permute/1" -> "features/1/0/block/0/conv2d/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/0/1/permute/1" -> "features/1/0/add_/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.1.0.block.0.weight" -> "features/1/0/block/0/conv2d/0" [dtype=float, shape="(96, 1, 7, 7)"]; +"features.1.0.block.0.bias" -> "features/1/0/block/0/conv2d/0" [dtype=float, shape="(96,)"]; +"features/1/0/block/0/conv2d/0" -> "features/1/0/block/1/permute/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/1/0/block/1/permute/0" -> "features/1/0/block/2/layer_norm/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features.1.0.block.2.weight" -> "features/1/0/block/2/layer_norm/0" [dtype=float, shape="(96,)"]; +"features.1.0.block.2.bias" -> "features/1/0/block/2/layer_norm/0" [dtype=float, shape="(96,)"]; +"features/1/0/block/2/layer_norm/0" -> "features/1/0/block/3/linear/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features.1.0.block.3.weight" -> "features/1/0/block/3/linear/0" [dtype=float, shape="(384, 96)"]; +"features.1.0.block.3.bias" -> "features/1/0/block/3/linear/0" [dtype=float, shape="(384,)"]; +"features/1/0/block/3/linear/0" -> "features/1/0/block/4/gelu/0" [dtype=float, shape="(1, 16, 16, 384)"]; +"features/1/0/block/4/gelu/0" -> "features/1/0/block/5/linear/0" [dtype=float, shape="(1, 16, 16, 384)"]; +"features.1.0.block.5.weight" -> "features/1/0/block/5/linear/0" [dtype=float, shape="(96, 384)"]; +"features.1.0.block.5.bias" -> "features/1/0/block/5/linear/0" [dtype=float, shape="(96,)"]; +"features/1/0/block/5/linear/0" -> "features/1/0/block/6/permute/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features/1/0/block/6/permute/0" -> "features/1/0/mul/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.1.0.layer_scale" -> "features/1/0/mul/0" [dtype=float, shape="(96, 1, 1)"]; +"features/1/0/mul/0" -> "features/1/0/add_/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/1/0/add_/0" -> "features/1/1/block/0/conv2d/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/1/0/add_/0" -> "features/1/1/add_/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.1.1.block.0.weight" -> "features/1/1/block/0/conv2d/0" [dtype=float, shape="(96, 1, 7, 7)"]; +"features.1.1.block.0.bias" -> "features/1/1/block/0/conv2d/0" [dtype=float, shape="(96,)"]; +"features/1/1/block/0/conv2d/0" -> "features/1/1/block/1/permute/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/1/1/block/1/permute/0" -> "features/1/1/block/2/layer_norm/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features.1.1.block.2.weight" -> "features/1/1/block/2/layer_norm/0" [dtype=float, shape="(96,)"]; +"features.1.1.block.2.bias" -> "features/1/1/block/2/layer_norm/0" [dtype=float, shape="(96,)"]; +"features/1/1/block/2/layer_norm/0" -> "features/1/1/block/3/linear/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features.1.1.block.3.weight" -> "features/1/1/block/3/linear/0" [dtype=float, shape="(384, 96)"]; +"features.1.1.block.3.bias" -> "features/1/1/block/3/linear/0" [dtype=float, shape="(384,)"]; +"features/1/1/block/3/linear/0" -> "features/1/1/block/4/gelu/0" [dtype=float, shape="(1, 16, 16, 384)"]; +"features/1/1/block/4/gelu/0" -> "features/1/1/block/5/linear/0" [dtype=float, shape="(1, 16, 16, 384)"]; +"features.1.1.block.5.weight" -> "features/1/1/block/5/linear/0" [dtype=float, shape="(96, 384)"]; +"features.1.1.block.5.bias" -> "features/1/1/block/5/linear/0" [dtype=float, shape="(96,)"]; +"features/1/1/block/5/linear/0" -> "features/1/1/block/6/permute/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features/1/1/block/6/permute/0" -> "features/1/1/mul/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.1.1.layer_scale" -> "features/1/1/mul/0" [dtype=float, shape="(96, 1, 1)"]; +"features/1/1/mul/0" -> "features/1/1/add_/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/1/1/add_/0" -> "features/1/2/block/0/conv2d/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/1/1/add_/0" -> "features/1/2/add_/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.1.2.block.0.weight" -> "features/1/2/block/0/conv2d/0" [dtype=float, shape="(96, 1, 7, 7)"]; +"features.1.2.block.0.bias" -> "features/1/2/block/0/conv2d/0" [dtype=float, shape="(96,)"]; +"features/1/2/block/0/conv2d/0" -> "features/1/2/block/1/permute/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/1/2/block/1/permute/0" -> "features/1/2/block/2/layer_norm/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features.1.2.block.2.weight" -> "features/1/2/block/2/layer_norm/0" [dtype=float, shape="(96,)"]; +"features.1.2.block.2.bias" -> "features/1/2/block/2/layer_norm/0" [dtype=float, shape="(96,)"]; +"features/1/2/block/2/layer_norm/0" -> "features/1/2/block/3/linear/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features.1.2.block.3.weight" -> "features/1/2/block/3/linear/0" [dtype=float, shape="(384, 96)"]; +"features.1.2.block.3.bias" -> "features/1/2/block/3/linear/0" [dtype=float, shape="(384,)"]; +"features/1/2/block/3/linear/0" -> "features/1/2/block/4/gelu/0" [dtype=float, shape="(1, 16, 16, 384)"]; +"features/1/2/block/4/gelu/0" -> "features/1/2/block/5/linear/0" [dtype=float, shape="(1, 16, 16, 384)"]; +"features.1.2.block.5.weight" -> "features/1/2/block/5/linear/0" [dtype=float, shape="(96, 384)"]; +"features.1.2.block.5.bias" -> "features/1/2/block/5/linear/0" [dtype=float, shape="(96,)"]; +"features/1/2/block/5/linear/0" -> "features/1/2/block/6/permute/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features/1/2/block/6/permute/0" -> "features/1/2/mul/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.1.2.layer_scale" -> "features/1/2/mul/0" [dtype=float, shape="(96, 1, 1)"]; +"features/1/2/mul/0" -> "features/1/2/add_/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/1/2/add_/0" -> "features/2/0/permute/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/2/0/permute/0" -> "features/2/0/layer_norm/0" [dtype=float, shape="(1, 16, 16, 96)"]; +"features.2.0.weight" -> "features/2/0/layer_norm/0" [dtype=float, shape="(96,)"]; +"features.2.0.bias" -> "features/2/0/layer_norm/0" [dtype=float, shape="(96,)"]; +"features/2/0/layer_norm/0" -> "features/2/0/permute/1" [dtype=float, shape="(1, 16, 16, 96)"]; +"features/2/0/permute/1" -> "features/2/1/conv2d/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.2.1.weight" -> "features/2/1/conv2d/0" [dtype=float, shape="(192, 96, 2, 2)"]; +"features.2.1.bias" -> "features/2/1/conv2d/0" [dtype=float, shape="(192,)"]; +"features/2/1/conv2d/0" -> "features/3/0/block/0/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/2/1/conv2d/0" -> "features/3/0/add_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.3.0.block.0.weight" -> "features/3/0/block/0/conv2d/0" [dtype=float, shape="(192, 1, 7, 7)"]; +"features.3.0.block.0.bias" -> "features/3/0/block/0/conv2d/0" [dtype=float, shape="(192,)"]; +"features/3/0/block/0/conv2d/0" -> "features/3/0/block/1/permute/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/3/0/block/1/permute/0" -> "features/3/0/block/2/layer_norm/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features.3.0.block.2.weight" -> "features/3/0/block/2/layer_norm/0" [dtype=float, shape="(192,)"]; +"features.3.0.block.2.bias" -> "features/3/0/block/2/layer_norm/0" [dtype=float, shape="(192,)"]; +"features/3/0/block/2/layer_norm/0" -> "features/3/0/block/3/linear/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features.3.0.block.3.weight" -> "features/3/0/block/3/linear/0" [dtype=float, shape="(768, 192)"]; +"features.3.0.block.3.bias" -> "features/3/0/block/3/linear/0" [dtype=float, shape="(768,)"]; +"features/3/0/block/3/linear/0" -> "features/3/0/block/4/gelu/0" [dtype=float, shape="(1, 8, 8, 768)"]; +"features/3/0/block/4/gelu/0" -> "features/3/0/block/5/linear/0" [dtype=float, shape="(1, 8, 8, 768)"]; +"features.3.0.block.5.weight" -> "features/3/0/block/5/linear/0" [dtype=float, shape="(192, 768)"]; +"features.3.0.block.5.bias" -> "features/3/0/block/5/linear/0" [dtype=float, shape="(192,)"]; +"features/3/0/block/5/linear/0" -> "features/3/0/block/6/permute/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features/3/0/block/6/permute/0" -> "features/3/0/mul/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.3.0.layer_scale" -> "features/3/0/mul/0" [dtype=float, shape="(192, 1, 1)"]; +"features/3/0/mul/0" -> "features/3/0/add_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/3/0/add_/0" -> "features/3/1/block/0/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/3/0/add_/0" -> "features/3/1/add_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.3.1.block.0.weight" -> "features/3/1/block/0/conv2d/0" [dtype=float, shape="(192, 1, 7, 7)"]; +"features.3.1.block.0.bias" -> "features/3/1/block/0/conv2d/0" [dtype=float, shape="(192,)"]; +"features/3/1/block/0/conv2d/0" -> "features/3/1/block/1/permute/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/3/1/block/1/permute/0" -> "features/3/1/block/2/layer_norm/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features.3.1.block.2.weight" -> "features/3/1/block/2/layer_norm/0" [dtype=float, shape="(192,)"]; +"features.3.1.block.2.bias" -> "features/3/1/block/2/layer_norm/0" [dtype=float, shape="(192,)"]; +"features/3/1/block/2/layer_norm/0" -> "features/3/1/block/3/linear/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features.3.1.block.3.weight" -> "features/3/1/block/3/linear/0" [dtype=float, shape="(768, 192)"]; +"features.3.1.block.3.bias" -> "features/3/1/block/3/linear/0" [dtype=float, shape="(768,)"]; +"features/3/1/block/3/linear/0" -> "features/3/1/block/4/gelu/0" [dtype=float, shape="(1, 8, 8, 768)"]; +"features/3/1/block/4/gelu/0" -> "features/3/1/block/5/linear/0" [dtype=float, shape="(1, 8, 8, 768)"]; +"features.3.1.block.5.weight" -> "features/3/1/block/5/linear/0" [dtype=float, shape="(192, 768)"]; +"features.3.1.block.5.bias" -> "features/3/1/block/5/linear/0" [dtype=float, shape="(192,)"]; +"features/3/1/block/5/linear/0" -> "features/3/1/block/6/permute/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features/3/1/block/6/permute/0" -> "features/3/1/mul/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.3.1.layer_scale" -> "features/3/1/mul/0" [dtype=float, shape="(192, 1, 1)"]; +"features/3/1/mul/0" -> "features/3/1/add_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/3/1/add_/0" -> "features/3/2/block/0/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/3/1/add_/0" -> "features/3/2/add_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.3.2.block.0.weight" -> "features/3/2/block/0/conv2d/0" [dtype=float, shape="(192, 1, 7, 7)"]; +"features.3.2.block.0.bias" -> "features/3/2/block/0/conv2d/0" [dtype=float, shape="(192,)"]; +"features/3/2/block/0/conv2d/0" -> "features/3/2/block/1/permute/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/3/2/block/1/permute/0" -> "features/3/2/block/2/layer_norm/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features.3.2.block.2.weight" -> "features/3/2/block/2/layer_norm/0" [dtype=float, shape="(192,)"]; +"features.3.2.block.2.bias" -> "features/3/2/block/2/layer_norm/0" [dtype=float, shape="(192,)"]; +"features/3/2/block/2/layer_norm/0" -> "features/3/2/block/3/linear/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features.3.2.block.3.weight" -> "features/3/2/block/3/linear/0" [dtype=float, shape="(768, 192)"]; +"features.3.2.block.3.bias" -> "features/3/2/block/3/linear/0" [dtype=float, shape="(768,)"]; +"features/3/2/block/3/linear/0" -> "features/3/2/block/4/gelu/0" [dtype=float, shape="(1, 8, 8, 768)"]; +"features/3/2/block/4/gelu/0" -> "features/3/2/block/5/linear/0" [dtype=float, shape="(1, 8, 8, 768)"]; +"features.3.2.block.5.weight" -> "features/3/2/block/5/linear/0" [dtype=float, shape="(192, 768)"]; +"features.3.2.block.5.bias" -> "features/3/2/block/5/linear/0" [dtype=float, shape="(192,)"]; +"features/3/2/block/5/linear/0" -> "features/3/2/block/6/permute/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features/3/2/block/6/permute/0" -> "features/3/2/mul/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.3.2.layer_scale" -> "features/3/2/mul/0" [dtype=float, shape="(192, 1, 1)"]; +"features/3/2/mul/0" -> "features/3/2/add_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/3/2/add_/0" -> "features/4/0/permute/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/4/0/permute/0" -> "features/4/0/layer_norm/0" [dtype=float, shape="(1, 8, 8, 192)"]; +"features.4.0.weight" -> "features/4/0/layer_norm/0" [dtype=float, shape="(192,)"]; +"features.4.0.bias" -> "features/4/0/layer_norm/0" [dtype=float, shape="(192,)"]; +"features/4/0/layer_norm/0" -> "features/4/0/permute/1" [dtype=float, shape="(1, 8, 8, 192)"]; +"features/4/0/permute/1" -> "features/4/1/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.4.1.weight" -> "features/4/1/conv2d/0" [dtype=float, shape="(384, 192, 2, 2)"]; +"features.4.1.bias" -> "features/4/1/conv2d/0" [dtype=float, shape="(384,)"]; +"features/4/1/conv2d/0" -> "features/5/0/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/4/1/conv2d/0" -> "features/5/0/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.0.block.0.weight" -> "features/5/0/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.0.block.0.bias" -> "features/5/0/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/0/block/0/conv2d/0" -> "features/5/0/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/0/block/1/permute/0" -> "features/5/0/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.0.block.2.weight" -> "features/5/0/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.0.block.2.bias" -> "features/5/0/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/0/block/2/layer_norm/0" -> "features/5/0/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.0.block.3.weight" -> "features/5/0/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.0.block.3.bias" -> "features/5/0/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/0/block/3/linear/0" -> "features/5/0/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/0/block/4/gelu/0" -> "features/5/0/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.0.block.5.weight" -> "features/5/0/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.0.block.5.bias" -> "features/5/0/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/0/block/5/linear/0" -> "features/5/0/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/0/block/6/permute/0" -> "features/5/0/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.0.layer_scale" -> "features/5/0/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/0/mul/0" -> "features/5/0/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/0/add_/0" -> "features/5/1/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/0/add_/0" -> "features/5/1/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.1.block.0.weight" -> "features/5/1/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.1.block.0.bias" -> "features/5/1/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/1/block/0/conv2d/0" -> "features/5/1/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/1/block/1/permute/0" -> "features/5/1/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.1.block.2.weight" -> "features/5/1/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.1.block.2.bias" -> "features/5/1/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/1/block/2/layer_norm/0" -> "features/5/1/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.1.block.3.weight" -> "features/5/1/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.1.block.3.bias" -> "features/5/1/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/1/block/3/linear/0" -> "features/5/1/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/1/block/4/gelu/0" -> "features/5/1/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.1.block.5.weight" -> "features/5/1/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.1.block.5.bias" -> "features/5/1/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/1/block/5/linear/0" -> "features/5/1/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/1/block/6/permute/0" -> "features/5/1/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.1.layer_scale" -> "features/5/1/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/1/mul/0" -> "features/5/1/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/1/add_/0" -> "features/5/2/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/1/add_/0" -> "features/5/2/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.2.block.0.weight" -> "features/5/2/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.2.block.0.bias" -> "features/5/2/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/2/block/0/conv2d/0" -> "features/5/2/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/2/block/1/permute/0" -> "features/5/2/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.2.block.2.weight" -> "features/5/2/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.2.block.2.bias" -> "features/5/2/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/2/block/2/layer_norm/0" -> "features/5/2/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.2.block.3.weight" -> "features/5/2/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.2.block.3.bias" -> "features/5/2/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/2/block/3/linear/0" -> "features/5/2/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/2/block/4/gelu/0" -> "features/5/2/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.2.block.5.weight" -> "features/5/2/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.2.block.5.bias" -> "features/5/2/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/2/block/5/linear/0" -> "features/5/2/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/2/block/6/permute/0" -> "features/5/2/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.2.layer_scale" -> "features/5/2/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/2/mul/0" -> "features/5/2/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/2/add_/0" -> "features/5/3/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/2/add_/0" -> "features/5/3/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.3.block.0.weight" -> "features/5/3/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.3.block.0.bias" -> "features/5/3/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/3/block/0/conv2d/0" -> "features/5/3/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/3/block/1/permute/0" -> "features/5/3/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.3.block.2.weight" -> "features/5/3/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.3.block.2.bias" -> "features/5/3/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/3/block/2/layer_norm/0" -> "features/5/3/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.3.block.3.weight" -> "features/5/3/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.3.block.3.bias" -> "features/5/3/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/3/block/3/linear/0" -> "features/5/3/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/3/block/4/gelu/0" -> "features/5/3/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.3.block.5.weight" -> "features/5/3/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.3.block.5.bias" -> "features/5/3/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/3/block/5/linear/0" -> "features/5/3/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/3/block/6/permute/0" -> "features/5/3/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.3.layer_scale" -> "features/5/3/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/3/mul/0" -> "features/5/3/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/3/add_/0" -> "features/5/4/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/3/add_/0" -> "features/5/4/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.4.block.0.weight" -> "features/5/4/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.4.block.0.bias" -> "features/5/4/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/4/block/0/conv2d/0" -> "features/5/4/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/4/block/1/permute/0" -> "features/5/4/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.4.block.2.weight" -> "features/5/4/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.4.block.2.bias" -> "features/5/4/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/4/block/2/layer_norm/0" -> "features/5/4/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.4.block.3.weight" -> "features/5/4/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.4.block.3.bias" -> "features/5/4/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/4/block/3/linear/0" -> "features/5/4/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/4/block/4/gelu/0" -> "features/5/4/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.4.block.5.weight" -> "features/5/4/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.4.block.5.bias" -> "features/5/4/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/4/block/5/linear/0" -> "features/5/4/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/4/block/6/permute/0" -> "features/5/4/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.4.layer_scale" -> "features/5/4/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/4/mul/0" -> "features/5/4/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/4/add_/0" -> "features/5/5/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/4/add_/0" -> "features/5/5/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.5.block.0.weight" -> "features/5/5/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.5.block.0.bias" -> "features/5/5/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/5/block/0/conv2d/0" -> "features/5/5/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/5/block/1/permute/0" -> "features/5/5/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.5.block.2.weight" -> "features/5/5/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.5.block.2.bias" -> "features/5/5/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/5/block/2/layer_norm/0" -> "features/5/5/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.5.block.3.weight" -> "features/5/5/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.5.block.3.bias" -> "features/5/5/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/5/block/3/linear/0" -> "features/5/5/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/5/block/4/gelu/0" -> "features/5/5/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.5.block.5.weight" -> "features/5/5/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.5.block.5.bias" -> "features/5/5/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/5/block/5/linear/0" -> "features/5/5/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/5/block/6/permute/0" -> "features/5/5/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.5.layer_scale" -> "features/5/5/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/5/mul/0" -> "features/5/5/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/5/add_/0" -> "features/5/6/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/5/add_/0" -> "features/5/6/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.6.block.0.weight" -> "features/5/6/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.6.block.0.bias" -> "features/5/6/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/6/block/0/conv2d/0" -> "features/5/6/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/6/block/1/permute/0" -> "features/5/6/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.6.block.2.weight" -> "features/5/6/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.6.block.2.bias" -> "features/5/6/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/6/block/2/layer_norm/0" -> "features/5/6/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.6.block.3.weight" -> "features/5/6/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.6.block.3.bias" -> "features/5/6/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/6/block/3/linear/0" -> "features/5/6/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/6/block/4/gelu/0" -> "features/5/6/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.6.block.5.weight" -> "features/5/6/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.6.block.5.bias" -> "features/5/6/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/6/block/5/linear/0" -> "features/5/6/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/6/block/6/permute/0" -> "features/5/6/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.6.layer_scale" -> "features/5/6/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/6/mul/0" -> "features/5/6/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/6/add_/0" -> "features/5/7/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/6/add_/0" -> "features/5/7/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.7.block.0.weight" -> "features/5/7/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.7.block.0.bias" -> "features/5/7/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/7/block/0/conv2d/0" -> "features/5/7/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/7/block/1/permute/0" -> "features/5/7/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.7.block.2.weight" -> "features/5/7/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.7.block.2.bias" -> "features/5/7/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/7/block/2/layer_norm/0" -> "features/5/7/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.7.block.3.weight" -> "features/5/7/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.7.block.3.bias" -> "features/5/7/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/7/block/3/linear/0" -> "features/5/7/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/7/block/4/gelu/0" -> "features/5/7/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.7.block.5.weight" -> "features/5/7/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.7.block.5.bias" -> "features/5/7/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/7/block/5/linear/0" -> "features/5/7/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/7/block/6/permute/0" -> "features/5/7/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.7.layer_scale" -> "features/5/7/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/7/mul/0" -> "features/5/7/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/7/add_/0" -> "features/5/8/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/7/add_/0" -> "features/5/8/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.8.block.0.weight" -> "features/5/8/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.8.block.0.bias" -> "features/5/8/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/8/block/0/conv2d/0" -> "features/5/8/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/8/block/1/permute/0" -> "features/5/8/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.8.block.2.weight" -> "features/5/8/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.8.block.2.bias" -> "features/5/8/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/8/block/2/layer_norm/0" -> "features/5/8/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.8.block.3.weight" -> "features/5/8/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.8.block.3.bias" -> "features/5/8/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/8/block/3/linear/0" -> "features/5/8/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/8/block/4/gelu/0" -> "features/5/8/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.8.block.5.weight" -> "features/5/8/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.8.block.5.bias" -> "features/5/8/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/8/block/5/linear/0" -> "features/5/8/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/8/block/6/permute/0" -> "features/5/8/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.8.layer_scale" -> "features/5/8/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/8/mul/0" -> "features/5/8/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/8/add_/0" -> "features/5/9/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/8/add_/0" -> "features/5/9/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.9.block.0.weight" -> "features/5/9/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.9.block.0.bias" -> "features/5/9/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/9/block/0/conv2d/0" -> "features/5/9/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/9/block/1/permute/0" -> "features/5/9/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.9.block.2.weight" -> "features/5/9/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.9.block.2.bias" -> "features/5/9/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/9/block/2/layer_norm/0" -> "features/5/9/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.9.block.3.weight" -> "features/5/9/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.9.block.3.bias" -> "features/5/9/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/9/block/3/linear/0" -> "features/5/9/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/9/block/4/gelu/0" -> "features/5/9/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.9.block.5.weight" -> "features/5/9/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.9.block.5.bias" -> "features/5/9/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/9/block/5/linear/0" -> "features/5/9/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/9/block/6/permute/0" -> "features/5/9/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.9.layer_scale" -> "features/5/9/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/9/mul/0" -> "features/5/9/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/9/add_/0" -> "features/5/10/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/9/add_/0" -> "features/5/10/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.10.block.0.weight" -> "features/5/10/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.10.block.0.bias" -> "features/5/10/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/10/block/0/conv2d/0" -> "features/5/10/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/10/block/1/permute/0" -> "features/5/10/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.10.block.2.weight" -> "features/5/10/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.10.block.2.bias" -> "features/5/10/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/10/block/2/layer_norm/0" -> "features/5/10/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.10.block.3.weight" -> "features/5/10/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.10.block.3.bias" -> "features/5/10/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/10/block/3/linear/0" -> "features/5/10/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/10/block/4/gelu/0" -> "features/5/10/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.10.block.5.weight" -> "features/5/10/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.10.block.5.bias" -> "features/5/10/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/10/block/5/linear/0" -> "features/5/10/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/10/block/6/permute/0" -> "features/5/10/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.10.layer_scale" -> "features/5/10/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/10/mul/0" -> "features/5/10/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/10/add_/0" -> "features/5/11/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/10/add_/0" -> "features/5/11/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.11.block.0.weight" -> "features/5/11/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.11.block.0.bias" -> "features/5/11/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/11/block/0/conv2d/0" -> "features/5/11/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/11/block/1/permute/0" -> "features/5/11/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.11.block.2.weight" -> "features/5/11/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.11.block.2.bias" -> "features/5/11/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/11/block/2/layer_norm/0" -> "features/5/11/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.11.block.3.weight" -> "features/5/11/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.11.block.3.bias" -> "features/5/11/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/11/block/3/linear/0" -> "features/5/11/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/11/block/4/gelu/0" -> "features/5/11/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.11.block.5.weight" -> "features/5/11/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.11.block.5.bias" -> "features/5/11/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/11/block/5/linear/0" -> "features/5/11/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/11/block/6/permute/0" -> "features/5/11/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.11.layer_scale" -> "features/5/11/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/11/mul/0" -> "features/5/11/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/11/add_/0" -> "features/5/12/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/11/add_/0" -> "features/5/12/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.12.block.0.weight" -> "features/5/12/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.12.block.0.bias" -> "features/5/12/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/12/block/0/conv2d/0" -> "features/5/12/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/12/block/1/permute/0" -> "features/5/12/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.12.block.2.weight" -> "features/5/12/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.12.block.2.bias" -> "features/5/12/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/12/block/2/layer_norm/0" -> "features/5/12/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.12.block.3.weight" -> "features/5/12/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.12.block.3.bias" -> "features/5/12/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/12/block/3/linear/0" -> "features/5/12/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/12/block/4/gelu/0" -> "features/5/12/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.12.block.5.weight" -> "features/5/12/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.12.block.5.bias" -> "features/5/12/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/12/block/5/linear/0" -> "features/5/12/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/12/block/6/permute/0" -> "features/5/12/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.12.layer_scale" -> "features/5/12/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/12/mul/0" -> "features/5/12/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/12/add_/0" -> "features/5/13/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/12/add_/0" -> "features/5/13/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.13.block.0.weight" -> "features/5/13/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.13.block.0.bias" -> "features/5/13/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/13/block/0/conv2d/0" -> "features/5/13/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/13/block/1/permute/0" -> "features/5/13/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.13.block.2.weight" -> "features/5/13/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.13.block.2.bias" -> "features/5/13/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/13/block/2/layer_norm/0" -> "features/5/13/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.13.block.3.weight" -> "features/5/13/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.13.block.3.bias" -> "features/5/13/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/13/block/3/linear/0" -> "features/5/13/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/13/block/4/gelu/0" -> "features/5/13/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.13.block.5.weight" -> "features/5/13/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.13.block.5.bias" -> "features/5/13/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/13/block/5/linear/0" -> "features/5/13/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/13/block/6/permute/0" -> "features/5/13/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.13.layer_scale" -> "features/5/13/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/13/mul/0" -> "features/5/13/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/13/add_/0" -> "features/5/14/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/13/add_/0" -> "features/5/14/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.14.block.0.weight" -> "features/5/14/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.14.block.0.bias" -> "features/5/14/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/14/block/0/conv2d/0" -> "features/5/14/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/14/block/1/permute/0" -> "features/5/14/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.14.block.2.weight" -> "features/5/14/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.14.block.2.bias" -> "features/5/14/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/14/block/2/layer_norm/0" -> "features/5/14/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.14.block.3.weight" -> "features/5/14/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.14.block.3.bias" -> "features/5/14/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/14/block/3/linear/0" -> "features/5/14/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/14/block/4/gelu/0" -> "features/5/14/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.14.block.5.weight" -> "features/5/14/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.14.block.5.bias" -> "features/5/14/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/14/block/5/linear/0" -> "features/5/14/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/14/block/6/permute/0" -> "features/5/14/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.14.layer_scale" -> "features/5/14/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/14/mul/0" -> "features/5/14/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/14/add_/0" -> "features/5/15/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/14/add_/0" -> "features/5/15/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.15.block.0.weight" -> "features/5/15/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.15.block.0.bias" -> "features/5/15/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/15/block/0/conv2d/0" -> "features/5/15/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/15/block/1/permute/0" -> "features/5/15/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.15.block.2.weight" -> "features/5/15/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.15.block.2.bias" -> "features/5/15/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/15/block/2/layer_norm/0" -> "features/5/15/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.15.block.3.weight" -> "features/5/15/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.15.block.3.bias" -> "features/5/15/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/15/block/3/linear/0" -> "features/5/15/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/15/block/4/gelu/0" -> "features/5/15/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.15.block.5.weight" -> "features/5/15/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.15.block.5.bias" -> "features/5/15/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/15/block/5/linear/0" -> "features/5/15/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/15/block/6/permute/0" -> "features/5/15/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.15.layer_scale" -> "features/5/15/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/15/mul/0" -> "features/5/15/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/15/add_/0" -> "features/5/16/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/15/add_/0" -> "features/5/16/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.16.block.0.weight" -> "features/5/16/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.16.block.0.bias" -> "features/5/16/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/16/block/0/conv2d/0" -> "features/5/16/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/16/block/1/permute/0" -> "features/5/16/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.16.block.2.weight" -> "features/5/16/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.16.block.2.bias" -> "features/5/16/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/16/block/2/layer_norm/0" -> "features/5/16/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.16.block.3.weight" -> "features/5/16/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.16.block.3.bias" -> "features/5/16/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/16/block/3/linear/0" -> "features/5/16/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/16/block/4/gelu/0" -> "features/5/16/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.16.block.5.weight" -> "features/5/16/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.16.block.5.bias" -> "features/5/16/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/16/block/5/linear/0" -> "features/5/16/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/16/block/6/permute/0" -> "features/5/16/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.16.layer_scale" -> "features/5/16/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/16/mul/0" -> "features/5/16/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/16/add_/0" -> "features/5/17/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/16/add_/0" -> "features/5/17/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.17.block.0.weight" -> "features/5/17/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.17.block.0.bias" -> "features/5/17/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/17/block/0/conv2d/0" -> "features/5/17/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/17/block/1/permute/0" -> "features/5/17/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.17.block.2.weight" -> "features/5/17/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.17.block.2.bias" -> "features/5/17/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/17/block/2/layer_norm/0" -> "features/5/17/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.17.block.3.weight" -> "features/5/17/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.17.block.3.bias" -> "features/5/17/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/17/block/3/linear/0" -> "features/5/17/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/17/block/4/gelu/0" -> "features/5/17/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.17.block.5.weight" -> "features/5/17/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.17.block.5.bias" -> "features/5/17/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/17/block/5/linear/0" -> "features/5/17/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/17/block/6/permute/0" -> "features/5/17/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.17.layer_scale" -> "features/5/17/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/17/mul/0" -> "features/5/17/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/17/add_/0" -> "features/5/18/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/17/add_/0" -> "features/5/18/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.18.block.0.weight" -> "features/5/18/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.18.block.0.bias" -> "features/5/18/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/18/block/0/conv2d/0" -> "features/5/18/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/18/block/1/permute/0" -> "features/5/18/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.18.block.2.weight" -> "features/5/18/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.18.block.2.bias" -> "features/5/18/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/18/block/2/layer_norm/0" -> "features/5/18/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.18.block.3.weight" -> "features/5/18/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.18.block.3.bias" -> "features/5/18/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/18/block/3/linear/0" -> "features/5/18/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/18/block/4/gelu/0" -> "features/5/18/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.18.block.5.weight" -> "features/5/18/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.18.block.5.bias" -> "features/5/18/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/18/block/5/linear/0" -> "features/5/18/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/18/block/6/permute/0" -> "features/5/18/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.18.layer_scale" -> "features/5/18/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/18/mul/0" -> "features/5/18/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/18/add_/0" -> "features/5/19/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/18/add_/0" -> "features/5/19/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.19.block.0.weight" -> "features/5/19/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.19.block.0.bias" -> "features/5/19/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/19/block/0/conv2d/0" -> "features/5/19/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/19/block/1/permute/0" -> "features/5/19/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.19.block.2.weight" -> "features/5/19/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.19.block.2.bias" -> "features/5/19/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/19/block/2/layer_norm/0" -> "features/5/19/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.19.block.3.weight" -> "features/5/19/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.19.block.3.bias" -> "features/5/19/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/19/block/3/linear/0" -> "features/5/19/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/19/block/4/gelu/0" -> "features/5/19/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.19.block.5.weight" -> "features/5/19/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.19.block.5.bias" -> "features/5/19/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/19/block/5/linear/0" -> "features/5/19/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/19/block/6/permute/0" -> "features/5/19/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.19.layer_scale" -> "features/5/19/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/19/mul/0" -> "features/5/19/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/19/add_/0" -> "features/5/20/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/19/add_/0" -> "features/5/20/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.20.block.0.weight" -> "features/5/20/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.20.block.0.bias" -> "features/5/20/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/20/block/0/conv2d/0" -> "features/5/20/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/20/block/1/permute/0" -> "features/5/20/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.20.block.2.weight" -> "features/5/20/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.20.block.2.bias" -> "features/5/20/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/20/block/2/layer_norm/0" -> "features/5/20/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.20.block.3.weight" -> "features/5/20/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.20.block.3.bias" -> "features/5/20/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/20/block/3/linear/0" -> "features/5/20/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/20/block/4/gelu/0" -> "features/5/20/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.20.block.5.weight" -> "features/5/20/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.20.block.5.bias" -> "features/5/20/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/20/block/5/linear/0" -> "features/5/20/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/20/block/6/permute/0" -> "features/5/20/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.20.layer_scale" -> "features/5/20/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/20/mul/0" -> "features/5/20/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/20/add_/0" -> "features/5/21/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/20/add_/0" -> "features/5/21/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.21.block.0.weight" -> "features/5/21/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.21.block.0.bias" -> "features/5/21/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/21/block/0/conv2d/0" -> "features/5/21/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/21/block/1/permute/0" -> "features/5/21/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.21.block.2.weight" -> "features/5/21/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.21.block.2.bias" -> "features/5/21/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/21/block/2/layer_norm/0" -> "features/5/21/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.21.block.3.weight" -> "features/5/21/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.21.block.3.bias" -> "features/5/21/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/21/block/3/linear/0" -> "features/5/21/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/21/block/4/gelu/0" -> "features/5/21/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.21.block.5.weight" -> "features/5/21/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.21.block.5.bias" -> "features/5/21/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/21/block/5/linear/0" -> "features/5/21/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/21/block/6/permute/0" -> "features/5/21/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.21.layer_scale" -> "features/5/21/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/21/mul/0" -> "features/5/21/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/21/add_/0" -> "features/5/22/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/21/add_/0" -> "features/5/22/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.22.block.0.weight" -> "features/5/22/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.22.block.0.bias" -> "features/5/22/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/22/block/0/conv2d/0" -> "features/5/22/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/22/block/1/permute/0" -> "features/5/22/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.22.block.2.weight" -> "features/5/22/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.22.block.2.bias" -> "features/5/22/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/22/block/2/layer_norm/0" -> "features/5/22/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.22.block.3.weight" -> "features/5/22/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.22.block.3.bias" -> "features/5/22/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/22/block/3/linear/0" -> "features/5/22/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/22/block/4/gelu/0" -> "features/5/22/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.22.block.5.weight" -> "features/5/22/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.22.block.5.bias" -> "features/5/22/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/22/block/5/linear/0" -> "features/5/22/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/22/block/6/permute/0" -> "features/5/22/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.22.layer_scale" -> "features/5/22/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/22/mul/0" -> "features/5/22/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/22/add_/0" -> "features/5/23/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/22/add_/0" -> "features/5/23/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.23.block.0.weight" -> "features/5/23/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.23.block.0.bias" -> "features/5/23/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/23/block/0/conv2d/0" -> "features/5/23/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/23/block/1/permute/0" -> "features/5/23/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.23.block.2.weight" -> "features/5/23/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.23.block.2.bias" -> "features/5/23/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/23/block/2/layer_norm/0" -> "features/5/23/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.23.block.3.weight" -> "features/5/23/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.23.block.3.bias" -> "features/5/23/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/23/block/3/linear/0" -> "features/5/23/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/23/block/4/gelu/0" -> "features/5/23/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.23.block.5.weight" -> "features/5/23/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.23.block.5.bias" -> "features/5/23/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/23/block/5/linear/0" -> "features/5/23/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/23/block/6/permute/0" -> "features/5/23/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.23.layer_scale" -> "features/5/23/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/23/mul/0" -> "features/5/23/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/23/add_/0" -> "features/5/24/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/23/add_/0" -> "features/5/24/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.24.block.0.weight" -> "features/5/24/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.24.block.0.bias" -> "features/5/24/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/24/block/0/conv2d/0" -> "features/5/24/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/24/block/1/permute/0" -> "features/5/24/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.24.block.2.weight" -> "features/5/24/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.24.block.2.bias" -> "features/5/24/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/24/block/2/layer_norm/0" -> "features/5/24/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.24.block.3.weight" -> "features/5/24/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.24.block.3.bias" -> "features/5/24/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/24/block/3/linear/0" -> "features/5/24/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/24/block/4/gelu/0" -> "features/5/24/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.24.block.5.weight" -> "features/5/24/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.24.block.5.bias" -> "features/5/24/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/24/block/5/linear/0" -> "features/5/24/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/24/block/6/permute/0" -> "features/5/24/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.24.layer_scale" -> "features/5/24/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/24/mul/0" -> "features/5/24/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/24/add_/0" -> "features/5/25/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/24/add_/0" -> "features/5/25/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.25.block.0.weight" -> "features/5/25/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.25.block.0.bias" -> "features/5/25/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/25/block/0/conv2d/0" -> "features/5/25/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/25/block/1/permute/0" -> "features/5/25/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.25.block.2.weight" -> "features/5/25/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.25.block.2.bias" -> "features/5/25/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/25/block/2/layer_norm/0" -> "features/5/25/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.25.block.3.weight" -> "features/5/25/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.25.block.3.bias" -> "features/5/25/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/25/block/3/linear/0" -> "features/5/25/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/25/block/4/gelu/0" -> "features/5/25/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.25.block.5.weight" -> "features/5/25/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.25.block.5.bias" -> "features/5/25/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/25/block/5/linear/0" -> "features/5/25/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/25/block/6/permute/0" -> "features/5/25/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.25.layer_scale" -> "features/5/25/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/25/mul/0" -> "features/5/25/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/25/add_/0" -> "features/5/26/block/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/25/add_/0" -> "features/5/26/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.26.block.0.weight" -> "features/5/26/block/0/conv2d/0" [dtype=float, shape="(384, 1, 7, 7)"]; +"features.5.26.block.0.bias" -> "features/5/26/block/0/conv2d/0" [dtype=float, shape="(384,)"]; +"features/5/26/block/0/conv2d/0" -> "features/5/26/block/1/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/26/block/1/permute/0" -> "features/5/26/block/2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.26.block.2.weight" -> "features/5/26/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.5.26.block.2.bias" -> "features/5/26/block/2/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/5/26/block/2/layer_norm/0" -> "features/5/26/block/3/linear/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.5.26.block.3.weight" -> "features/5/26/block/3/linear/0" [dtype=float, shape="(1536, 384)"]; +"features.5.26.block.3.bias" -> "features/5/26/block/3/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/26/block/3/linear/0" -> "features/5/26/block/4/gelu/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features/5/26/block/4/gelu/0" -> "features/5/26/block/5/linear/0" [dtype=float, shape="(1, 4, 4, 1536)"]; +"features.5.26.block.5.weight" -> "features/5/26/block/5/linear/0" [dtype=float, shape="(384, 1536)"]; +"features.5.26.block.5.bias" -> "features/5/26/block/5/linear/0" [dtype=float, shape="(384,)"]; +"features/5/26/block/5/linear/0" -> "features/5/26/block/6/permute/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/5/26/block/6/permute/0" -> "features/5/26/mul/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.5.26.layer_scale" -> "features/5/26/mul/0" [dtype=float, shape="(384, 1, 1)"]; +"features/5/26/mul/0" -> "features/5/26/add_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/5/26/add_/0" -> "features/6/0/permute/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/6/0/permute/0" -> "features/6/0/layer_norm/0" [dtype=float, shape="(1, 4, 4, 384)"]; +"features.6.0.weight" -> "features/6/0/layer_norm/0" [dtype=float, shape="(384,)"]; +"features.6.0.bias" -> "features/6/0/layer_norm/0" [dtype=float, shape="(384,)"]; +"features/6/0/layer_norm/0" -> "features/6/0/permute/1" [dtype=float, shape="(1, 4, 4, 384)"]; +"features/6/0/permute/1" -> "features/6/1/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.6.1.weight" -> "features/6/1/conv2d/0" [dtype=float, shape="(768, 384, 2, 2)"]; +"features.6.1.bias" -> "features/6/1/conv2d/0" [dtype=float, shape="(768,)"]; +"features/6/1/conv2d/0" -> "features/7/0/block/0/conv2d/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/6/1/conv2d/0" -> "features/7/0/add_/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features.7.0.block.0.weight" -> "features/7/0/block/0/conv2d/0" [dtype=float, shape="(768, 1, 7, 7)"]; +"features.7.0.block.0.bias" -> "features/7/0/block/0/conv2d/0" [dtype=float, shape="(768,)"]; +"features/7/0/block/0/conv2d/0" -> "features/7/0/block/1/permute/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/7/0/block/1/permute/0" -> "features/7/0/block/2/layer_norm/0" [dtype=float, shape="(1, 2, 2, 768)"]; +"features.7.0.block.2.weight" -> "features/7/0/block/2/layer_norm/0" [dtype=float, shape="(768,)"]; +"features.7.0.block.2.bias" -> "features/7/0/block/2/layer_norm/0" [dtype=float, shape="(768,)"]; +"features/7/0/block/2/layer_norm/0" -> "features/7/0/block/3/linear/0" [dtype=float, shape="(1, 2, 2, 768)"]; +"features.7.0.block.3.weight" -> "features/7/0/block/3/linear/0" [dtype=float, shape="(3072, 768)"]; +"features.7.0.block.3.bias" -> "features/7/0/block/3/linear/0" [dtype=float, shape="(3072,)"]; +"features/7/0/block/3/linear/0" -> "features/7/0/block/4/gelu/0" [dtype=float, shape="(1, 2, 2, 3072)"]; +"features/7/0/block/4/gelu/0" -> "features/7/0/block/5/linear/0" [dtype=float, shape="(1, 2, 2, 3072)"]; +"features.7.0.block.5.weight" -> "features/7/0/block/5/linear/0" [dtype=float, shape="(768, 3072)"]; +"features.7.0.block.5.bias" -> "features/7/0/block/5/linear/0" [dtype=float, shape="(768,)"]; +"features/7/0/block/5/linear/0" -> "features/7/0/block/6/permute/0" [dtype=float, shape="(1, 2, 2, 768)"]; +"features/7/0/block/6/permute/0" -> "features/7/0/mul/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features.7.0.layer_scale" -> "features/7/0/mul/0" [dtype=float, shape="(768, 1, 1)"]; +"features/7/0/mul/0" -> "features/7/0/add_/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/7/0/add_/0" -> "features/7/1/block/0/conv2d/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/7/0/add_/0" -> "features/7/1/add_/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features.7.1.block.0.weight" -> "features/7/1/block/0/conv2d/0" [dtype=float, shape="(768, 1, 7, 7)"]; +"features.7.1.block.0.bias" -> "features/7/1/block/0/conv2d/0" [dtype=float, shape="(768,)"]; +"features/7/1/block/0/conv2d/0" -> "features/7/1/block/1/permute/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/7/1/block/1/permute/0" -> "features/7/1/block/2/layer_norm/0" [dtype=float, shape="(1, 2, 2, 768)"]; +"features.7.1.block.2.weight" -> "features/7/1/block/2/layer_norm/0" [dtype=float, shape="(768,)"]; +"features.7.1.block.2.bias" -> "features/7/1/block/2/layer_norm/0" [dtype=float, shape="(768,)"]; +"features/7/1/block/2/layer_norm/0" -> "features/7/1/block/3/linear/0" [dtype=float, shape="(1, 2, 2, 768)"]; +"features.7.1.block.3.weight" -> "features/7/1/block/3/linear/0" [dtype=float, shape="(3072, 768)"]; +"features.7.1.block.3.bias" -> "features/7/1/block/3/linear/0" [dtype=float, shape="(3072,)"]; +"features/7/1/block/3/linear/0" -> "features/7/1/block/4/gelu/0" [dtype=float, shape="(1, 2, 2, 3072)"]; +"features/7/1/block/4/gelu/0" -> "features/7/1/block/5/linear/0" [dtype=float, shape="(1, 2, 2, 3072)"]; +"features.7.1.block.5.weight" -> "features/7/1/block/5/linear/0" [dtype=float, shape="(768, 3072)"]; +"features.7.1.block.5.bias" -> "features/7/1/block/5/linear/0" [dtype=float, shape="(768,)"]; +"features/7/1/block/5/linear/0" -> "features/7/1/block/6/permute/0" [dtype=float, shape="(1, 2, 2, 768)"]; +"features/7/1/block/6/permute/0" -> "features/7/1/mul/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features.7.1.layer_scale" -> "features/7/1/mul/0" [dtype=float, shape="(768, 1, 1)"]; +"features/7/1/mul/0" -> "features/7/1/add_/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/7/1/add_/0" -> "features/7/2/block/0/conv2d/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/7/1/add_/0" -> "features/7/2/add_/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features.7.2.block.0.weight" -> "features/7/2/block/0/conv2d/0" [dtype=float, shape="(768, 1, 7, 7)"]; +"features.7.2.block.0.bias" -> "features/7/2/block/0/conv2d/0" [dtype=float, shape="(768,)"]; +"features/7/2/block/0/conv2d/0" -> "features/7/2/block/1/permute/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/7/2/block/1/permute/0" -> "features/7/2/block/2/layer_norm/0" [dtype=float, shape="(1, 2, 2, 768)"]; +"features.7.2.block.2.weight" -> "features/7/2/block/2/layer_norm/0" [dtype=float, shape="(768,)"]; +"features.7.2.block.2.bias" -> "features/7/2/block/2/layer_norm/0" [dtype=float, shape="(768,)"]; +"features/7/2/block/2/layer_norm/0" -> "features/7/2/block/3/linear/0" [dtype=float, shape="(1, 2, 2, 768)"]; +"features.7.2.block.3.weight" -> "features/7/2/block/3/linear/0" [dtype=float, shape="(3072, 768)"]; +"features.7.2.block.3.bias" -> "features/7/2/block/3/linear/0" [dtype=float, shape="(3072,)"]; +"features/7/2/block/3/linear/0" -> "features/7/2/block/4/gelu/0" [dtype=float, shape="(1, 2, 2, 3072)"]; +"features/7/2/block/4/gelu/0" -> "features/7/2/block/5/linear/0" [dtype=float, shape="(1, 2, 2, 3072)"]; +"features.7.2.block.5.weight" -> "features/7/2/block/5/linear/0" [dtype=float, shape="(768, 3072)"]; +"features.7.2.block.5.bias" -> "features/7/2/block/5/linear/0" [dtype=float, shape="(768,)"]; +"features/7/2/block/5/linear/0" -> "features/7/2/block/6/permute/0" [dtype=float, shape="(1, 2, 2, 768)"]; +"features/7/2/block/6/permute/0" -> "features/7/2/mul/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features.7.2.layer_scale" -> "features/7/2/mul/0" [dtype=float, shape="(768, 1, 1)"]; +"features/7/2/mul/0" -> "features/7/2/add_/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/7/2/add_/0" -> "avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"avgpool/adaptive_avg_pool2d/0" -> "classifier/0/permute/0" [dtype=float, shape="(1, 768, 1, 1)"]; +"classifier/0/permute/0" -> "classifier/0/layer_norm/0" [dtype=float, shape="(1, 1, 1, 768)"]; +"classifier.0.weight" -> "classifier/0/layer_norm/0" [dtype=float, shape="(768,)"]; +"classifier.0.bias" -> "classifier/0/layer_norm/0" [dtype=float, shape="(768,)"]; +"classifier/0/layer_norm/0" -> "classifier/0/permute/1" [dtype=float, shape="(1, 1, 1, 768)"]; +"classifier/0/permute/1" -> "classifier/1/flatten/0" [dtype=float, shape="(1, 768, 1, 1)"]; +"classifier/1/flatten/0" -> "classifier/2/linear/0" [dtype=float, shape="(1, 768)"]; +"classifier.2.weight" -> "classifier/2/linear/0" [dtype=float, shape="(1000, 768)"]; +"classifier.2.bias" -> "classifier/2/linear/0" [dtype=float, shape="(1000,)"]; +"classifier/2/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_densenet121.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_densenet121.dot index 09111aeb200..7d4cca772c2 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_densenet121.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_densenet121.dot @@ -1,2614 +1,2614 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 features.conv0.weight" [id=1, type=nncf_model_const]; -"2 features/conv0/conv2d/0" [id=2, type=conv2d]; -"3 features.norm0.weight" [id=3, type=nncf_model_const]; -"4 features.norm0.bias" [id=4, type=nncf_model_const]; -"5 features.norm0.running_mean" [id=5, type=nncf_model_const]; -"6 features.norm0.running_var" [id=6, type=nncf_model_const]; -"7 features/norm0/batch_norm/0" [id=7, type=batch_norm]; -"8 features/relu0/relu_/0" [id=8, type=relu_]; -"9 features/pool0/max_pool2d/0" [id=9, type=max_pool2d]; -"10 features/denseblock1/denselayer1/cat/0" [id=10, type=cat]; -"11 features.denseblock1.denselayer1.norm1.weight" [id=11, type=nncf_model_const]; -"12 features.denseblock1.denselayer1.norm1.bias" [id=12, type=nncf_model_const]; -"13 features.denseblock1.denselayer1.norm1.running_mean" [id=13, type=nncf_model_const]; -"14 features.denseblock1.denselayer1.norm1.running_var" [id=14, type=nncf_model_const]; -"15 features/denseblock1/denselayer1/norm1/batch_norm/0" [id=15, type=batch_norm]; -"16 features/denseblock1/denselayer1/relu1/relu_/0" [id=16, type=relu_]; -"17 features.denseblock1.denselayer1.conv1.weight" [id=17, type=nncf_model_const]; -"18 features/denseblock1/denselayer1/conv1/conv2d/0" [id=18, type=conv2d]; -"19 features.denseblock1.denselayer1.norm2.weight" [id=19, type=nncf_model_const]; -"20 features.denseblock1.denselayer1.norm2.bias" [id=20, type=nncf_model_const]; -"21 features.denseblock1.denselayer1.norm2.running_mean" [id=21, type=nncf_model_const]; -"22 features.denseblock1.denselayer1.norm2.running_var" [id=22, type=nncf_model_const]; -"23 features/denseblock1/denselayer1/norm2/batch_norm/0" [id=23, type=batch_norm]; -"24 features/denseblock1/denselayer1/relu2/relu_/0" [id=24, type=relu_]; -"25 features.denseblock1.denselayer1.conv2.weight" [id=25, type=nncf_model_const]; -"26 features/denseblock1/denselayer1/conv2/conv2d/0" [id=26, type=conv2d]; -"27 features/denseblock1/denselayer2/cat/0" [id=27, type=cat]; -"28 features.denseblock1.denselayer2.norm1.weight" [id=28, type=nncf_model_const]; -"29 features.denseblock1.denselayer2.norm1.bias" [id=29, type=nncf_model_const]; -"30 features.denseblock1.denselayer2.norm1.running_mean" [id=30, type=nncf_model_const]; -"31 features.denseblock1.denselayer2.norm1.running_var" [id=31, type=nncf_model_const]; -"32 features/denseblock1/denselayer2/norm1/batch_norm/0" [id=32, type=batch_norm]; -"33 features/denseblock1/denselayer2/relu1/relu_/0" [id=33, type=relu_]; -"34 features.denseblock1.denselayer2.conv1.weight" [id=34, type=nncf_model_const]; -"35 features/denseblock1/denselayer2/conv1/conv2d/0" [id=35, type=conv2d]; -"36 features.denseblock1.denselayer2.norm2.weight" [id=36, type=nncf_model_const]; -"37 features.denseblock1.denselayer2.norm2.bias" [id=37, type=nncf_model_const]; -"38 features.denseblock1.denselayer2.norm2.running_mean" [id=38, type=nncf_model_const]; -"39 features.denseblock1.denselayer2.norm2.running_var" [id=39, type=nncf_model_const]; -"40 features/denseblock1/denselayer2/norm2/batch_norm/0" [id=40, type=batch_norm]; -"41 features/denseblock1/denselayer2/relu2/relu_/0" [id=41, type=relu_]; -"42 features.denseblock1.denselayer2.conv2.weight" [id=42, type=nncf_model_const]; -"43 features/denseblock1/denselayer2/conv2/conv2d/0" [id=43, type=conv2d]; -"44 features/denseblock1/denselayer3/cat/0" [id=44, type=cat]; -"45 features.denseblock1.denselayer3.norm1.weight" [id=45, type=nncf_model_const]; -"46 features.denseblock1.denselayer3.norm1.bias" [id=46, type=nncf_model_const]; -"47 features.denseblock1.denselayer3.norm1.running_mean" [id=47, type=nncf_model_const]; -"48 features.denseblock1.denselayer3.norm1.running_var" [id=48, type=nncf_model_const]; -"49 features/denseblock1/denselayer3/norm1/batch_norm/0" [id=49, type=batch_norm]; -"50 features/denseblock1/denselayer3/relu1/relu_/0" [id=50, type=relu_]; -"51 features.denseblock1.denselayer3.conv1.weight" [id=51, type=nncf_model_const]; -"52 features/denseblock1/denselayer3/conv1/conv2d/0" [id=52, type=conv2d]; -"53 features.denseblock1.denselayer3.norm2.weight" [id=53, type=nncf_model_const]; -"54 features.denseblock1.denselayer3.norm2.bias" [id=54, type=nncf_model_const]; -"55 features.denseblock1.denselayer3.norm2.running_mean" [id=55, type=nncf_model_const]; -"56 features.denseblock1.denselayer3.norm2.running_var" [id=56, type=nncf_model_const]; -"57 features/denseblock1/denselayer3/norm2/batch_norm/0" [id=57, type=batch_norm]; -"58 features/denseblock1/denselayer3/relu2/relu_/0" [id=58, type=relu_]; -"59 features.denseblock1.denselayer3.conv2.weight" [id=59, type=nncf_model_const]; -"60 features/denseblock1/denselayer3/conv2/conv2d/0" [id=60, type=conv2d]; -"61 features/denseblock1/denselayer4/cat/0" [id=61, type=cat]; -"62 features.denseblock1.denselayer4.norm1.weight" [id=62, type=nncf_model_const]; -"63 features.denseblock1.denselayer4.norm1.bias" [id=63, type=nncf_model_const]; -"64 features.denseblock1.denselayer4.norm1.running_mean" [id=64, type=nncf_model_const]; -"65 features.denseblock1.denselayer4.norm1.running_var" [id=65, type=nncf_model_const]; -"66 features/denseblock1/denselayer4/norm1/batch_norm/0" [id=66, type=batch_norm]; -"67 features/denseblock1/denselayer4/relu1/relu_/0" [id=67, type=relu_]; -"68 features.denseblock1.denselayer4.conv1.weight" [id=68, type=nncf_model_const]; -"69 features/denseblock1/denselayer4/conv1/conv2d/0" [id=69, type=conv2d]; -"70 features.denseblock1.denselayer4.norm2.weight" [id=70, type=nncf_model_const]; -"71 features.denseblock1.denselayer4.norm2.bias" [id=71, type=nncf_model_const]; -"72 features.denseblock1.denselayer4.norm2.running_mean" [id=72, type=nncf_model_const]; -"73 features.denseblock1.denselayer4.norm2.running_var" [id=73, type=nncf_model_const]; -"74 features/denseblock1/denselayer4/norm2/batch_norm/0" [id=74, type=batch_norm]; -"75 features/denseblock1/denselayer4/relu2/relu_/0" [id=75, type=relu_]; -"76 features.denseblock1.denselayer4.conv2.weight" [id=76, type=nncf_model_const]; -"77 features/denseblock1/denselayer4/conv2/conv2d/0" [id=77, type=conv2d]; -"78 features/denseblock1/denselayer5/cat/0" [id=78, type=cat]; -"79 features.denseblock1.denselayer5.norm1.weight" [id=79, type=nncf_model_const]; -"80 features.denseblock1.denselayer5.norm1.bias" [id=80, type=nncf_model_const]; -"81 features.denseblock1.denselayer5.norm1.running_mean" [id=81, type=nncf_model_const]; -"82 features.denseblock1.denselayer5.norm1.running_var" [id=82, type=nncf_model_const]; -"83 features/denseblock1/denselayer5/norm1/batch_norm/0" [id=83, type=batch_norm]; -"84 features/denseblock1/denselayer5/relu1/relu_/0" [id=84, type=relu_]; -"85 features.denseblock1.denselayer5.conv1.weight" [id=85, type=nncf_model_const]; -"86 features/denseblock1/denselayer5/conv1/conv2d/0" [id=86, type=conv2d]; -"87 features.denseblock1.denselayer5.norm2.weight" [id=87, type=nncf_model_const]; -"88 features.denseblock1.denselayer5.norm2.bias" [id=88, type=nncf_model_const]; -"89 features.denseblock1.denselayer5.norm2.running_mean" [id=89, type=nncf_model_const]; -"90 features.denseblock1.denselayer5.norm2.running_var" [id=90, type=nncf_model_const]; -"91 features/denseblock1/denselayer5/norm2/batch_norm/0" [id=91, type=batch_norm]; -"92 features/denseblock1/denselayer5/relu2/relu_/0" [id=92, type=relu_]; -"93 features.denseblock1.denselayer5.conv2.weight" [id=93, type=nncf_model_const]; -"94 features/denseblock1/denselayer5/conv2/conv2d/0" [id=94, type=conv2d]; -"95 features/denseblock1/denselayer6/cat/0" [id=95, type=cat]; -"96 features.denseblock1.denselayer6.norm1.weight" [id=96, type=nncf_model_const]; -"97 features.denseblock1.denselayer6.norm1.bias" [id=97, type=nncf_model_const]; -"98 features.denseblock1.denselayer6.norm1.running_mean" [id=98, type=nncf_model_const]; -"99 features.denseblock1.denselayer6.norm1.running_var" [id=99, type=nncf_model_const]; -"100 features/denseblock1/denselayer6/norm1/batch_norm/0" [id=100, type=batch_norm]; -"101 features/denseblock1/denselayer6/relu1/relu_/0" [id=101, type=relu_]; -"102 features.denseblock1.denselayer6.conv1.weight" [id=102, type=nncf_model_const]; -"103 features/denseblock1/denselayer6/conv1/conv2d/0" [id=103, type=conv2d]; -"104 features.denseblock1.denselayer6.norm2.weight" [id=104, type=nncf_model_const]; -"105 features.denseblock1.denselayer6.norm2.bias" [id=105, type=nncf_model_const]; -"106 features.denseblock1.denselayer6.norm2.running_mean" [id=106, type=nncf_model_const]; -"107 features.denseblock1.denselayer6.norm2.running_var" [id=107, type=nncf_model_const]; -"108 features/denseblock1/denselayer6/norm2/batch_norm/0" [id=108, type=batch_norm]; -"109 features/denseblock1/denselayer6/relu2/relu_/0" [id=109, type=relu_]; -"110 features.denseblock1.denselayer6.conv2.weight" [id=110, type=nncf_model_const]; -"111 features/denseblock1/denselayer6/conv2/conv2d/0" [id=111, type=conv2d]; -"112 features/denseblock1/cat/0" [id=112, type=cat]; -"113 features.transition1.norm.weight" [id=113, type=nncf_model_const]; -"114 features.transition1.norm.bias" [id=114, type=nncf_model_const]; -"115 features.transition1.norm.running_mean" [id=115, type=nncf_model_const]; -"116 features.transition1.norm.running_var" [id=116, type=nncf_model_const]; -"117 features/transition1/norm/batch_norm/0" [id=117, type=batch_norm]; -"118 features/transition1/relu/relu_/0" [id=118, type=relu_]; -"119 features.transition1.conv.weight" [id=119, type=nncf_model_const]; -"120 features/transition1/conv/conv2d/0" [id=120, type=conv2d]; -"121 features/transition1/pool/avg_pool2d/0" [id=121, type=avg_pool2d]; -"122 features/denseblock2/denselayer1/cat/0" [id=122, type=cat]; -"123 features.denseblock2.denselayer1.norm1.weight" [id=123, type=nncf_model_const]; -"124 features.denseblock2.denselayer1.norm1.bias" [id=124, type=nncf_model_const]; -"125 features.denseblock2.denselayer1.norm1.running_mean" [id=125, type=nncf_model_const]; -"126 features.denseblock2.denselayer1.norm1.running_var" [id=126, type=nncf_model_const]; -"127 features/denseblock2/denselayer1/norm1/batch_norm/0" [id=127, type=batch_norm]; -"128 features/denseblock2/denselayer1/relu1/relu_/0" [id=128, type=relu_]; -"129 features.denseblock2.denselayer1.conv1.weight" [id=129, type=nncf_model_const]; -"130 features/denseblock2/denselayer1/conv1/conv2d/0" [id=130, type=conv2d]; -"131 features.denseblock2.denselayer1.norm2.weight" [id=131, type=nncf_model_const]; -"132 features.denseblock2.denselayer1.norm2.bias" [id=132, type=nncf_model_const]; -"133 features.denseblock2.denselayer1.norm2.running_mean" [id=133, type=nncf_model_const]; -"134 features.denseblock2.denselayer1.norm2.running_var" [id=134, type=nncf_model_const]; -"135 features/denseblock2/denselayer1/norm2/batch_norm/0" [id=135, type=batch_norm]; -"136 features/denseblock2/denselayer1/relu2/relu_/0" [id=136, type=relu_]; -"137 features.denseblock2.denselayer1.conv2.weight" [id=137, type=nncf_model_const]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" [id=138, type=conv2d]; -"139 features/denseblock2/denselayer2/cat/0" [id=139, type=cat]; -"140 features.denseblock2.denselayer2.norm1.weight" [id=140, type=nncf_model_const]; -"141 features.denseblock2.denselayer2.norm1.bias" [id=141, type=nncf_model_const]; -"142 features.denseblock2.denselayer2.norm1.running_mean" [id=142, type=nncf_model_const]; -"143 features.denseblock2.denselayer2.norm1.running_var" [id=143, type=nncf_model_const]; -"144 features/denseblock2/denselayer2/norm1/batch_norm/0" [id=144, type=batch_norm]; -"145 features/denseblock2/denselayer2/relu1/relu_/0" [id=145, type=relu_]; -"146 features.denseblock2.denselayer2.conv1.weight" [id=146, type=nncf_model_const]; -"147 features/denseblock2/denselayer2/conv1/conv2d/0" [id=147, type=conv2d]; -"148 features.denseblock2.denselayer2.norm2.weight" [id=148, type=nncf_model_const]; -"149 features.denseblock2.denselayer2.norm2.bias" [id=149, type=nncf_model_const]; -"150 features.denseblock2.denselayer2.norm2.running_mean" [id=150, type=nncf_model_const]; -"151 features.denseblock2.denselayer2.norm2.running_var" [id=151, type=nncf_model_const]; -"152 features/denseblock2/denselayer2/norm2/batch_norm/0" [id=152, type=batch_norm]; -"153 features/denseblock2/denselayer2/relu2/relu_/0" [id=153, type=relu_]; -"154 features.denseblock2.denselayer2.conv2.weight" [id=154, type=nncf_model_const]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" [id=155, type=conv2d]; -"156 features/denseblock2/denselayer3/cat/0" [id=156, type=cat]; -"157 features.denseblock2.denselayer3.norm1.weight" [id=157, type=nncf_model_const]; -"158 features.denseblock2.denselayer3.norm1.bias" [id=158, type=nncf_model_const]; -"159 features.denseblock2.denselayer3.norm1.running_mean" [id=159, type=nncf_model_const]; -"160 features.denseblock2.denselayer3.norm1.running_var" [id=160, type=nncf_model_const]; -"161 features/denseblock2/denselayer3/norm1/batch_norm/0" [id=161, type=batch_norm]; -"162 features/denseblock2/denselayer3/relu1/relu_/0" [id=162, type=relu_]; -"163 features.denseblock2.denselayer3.conv1.weight" [id=163, type=nncf_model_const]; -"164 features/denseblock2/denselayer3/conv1/conv2d/0" [id=164, type=conv2d]; -"165 features.denseblock2.denselayer3.norm2.weight" [id=165, type=nncf_model_const]; -"166 features.denseblock2.denselayer3.norm2.bias" [id=166, type=nncf_model_const]; -"167 features.denseblock2.denselayer3.norm2.running_mean" [id=167, type=nncf_model_const]; -"168 features.denseblock2.denselayer3.norm2.running_var" [id=168, type=nncf_model_const]; -"169 features/denseblock2/denselayer3/norm2/batch_norm/0" [id=169, type=batch_norm]; -"170 features/denseblock2/denselayer3/relu2/relu_/0" [id=170, type=relu_]; -"171 features.denseblock2.denselayer3.conv2.weight" [id=171, type=nncf_model_const]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" [id=172, type=conv2d]; -"173 features/denseblock2/denselayer4/cat/0" [id=173, type=cat]; -"174 features.denseblock2.denselayer4.norm1.weight" [id=174, type=nncf_model_const]; -"175 features.denseblock2.denselayer4.norm1.bias" [id=175, type=nncf_model_const]; -"176 features.denseblock2.denselayer4.norm1.running_mean" [id=176, type=nncf_model_const]; -"177 features.denseblock2.denselayer4.norm1.running_var" [id=177, type=nncf_model_const]; -"178 features/denseblock2/denselayer4/norm1/batch_norm/0" [id=178, type=batch_norm]; -"179 features/denseblock2/denselayer4/relu1/relu_/0" [id=179, type=relu_]; -"180 features.denseblock2.denselayer4.conv1.weight" [id=180, type=nncf_model_const]; -"181 features/denseblock2/denselayer4/conv1/conv2d/0" [id=181, type=conv2d]; -"182 features.denseblock2.denselayer4.norm2.weight" [id=182, type=nncf_model_const]; -"183 features.denseblock2.denselayer4.norm2.bias" [id=183, type=nncf_model_const]; -"184 features.denseblock2.denselayer4.norm2.running_mean" [id=184, type=nncf_model_const]; -"185 features.denseblock2.denselayer4.norm2.running_var" [id=185, type=nncf_model_const]; -"186 features/denseblock2/denselayer4/norm2/batch_norm/0" [id=186, type=batch_norm]; -"187 features/denseblock2/denselayer4/relu2/relu_/0" [id=187, type=relu_]; -"188 features.denseblock2.denselayer4.conv2.weight" [id=188, type=nncf_model_const]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" [id=189, type=conv2d]; -"190 features/denseblock2/denselayer5/cat/0" [id=190, type=cat]; -"191 features.denseblock2.denselayer5.norm1.weight" [id=191, type=nncf_model_const]; -"192 features.denseblock2.denselayer5.norm1.bias" [id=192, type=nncf_model_const]; -"193 features.denseblock2.denselayer5.norm1.running_mean" [id=193, type=nncf_model_const]; -"194 features.denseblock2.denselayer5.norm1.running_var" [id=194, type=nncf_model_const]; -"195 features/denseblock2/denselayer5/norm1/batch_norm/0" [id=195, type=batch_norm]; -"196 features/denseblock2/denselayer5/relu1/relu_/0" [id=196, type=relu_]; -"197 features.denseblock2.denselayer5.conv1.weight" [id=197, type=nncf_model_const]; -"198 features/denseblock2/denselayer5/conv1/conv2d/0" [id=198, type=conv2d]; -"199 features.denseblock2.denselayer5.norm2.weight" [id=199, type=nncf_model_const]; -"200 features.denseblock2.denselayer5.norm2.bias" [id=200, type=nncf_model_const]; -"201 features.denseblock2.denselayer5.norm2.running_mean" [id=201, type=nncf_model_const]; -"202 features.denseblock2.denselayer5.norm2.running_var" [id=202, type=nncf_model_const]; -"203 features/denseblock2/denselayer5/norm2/batch_norm/0" [id=203, type=batch_norm]; -"204 features/denseblock2/denselayer5/relu2/relu_/0" [id=204, type=relu_]; -"205 features.denseblock2.denselayer5.conv2.weight" [id=205, type=nncf_model_const]; -"206 features/denseblock2/denselayer5/conv2/conv2d/0" [id=206, type=conv2d]; -"207 features/denseblock2/denselayer6/cat/0" [id=207, type=cat]; -"208 features.denseblock2.denselayer6.norm1.weight" [id=208, type=nncf_model_const]; -"209 features.denseblock2.denselayer6.norm1.bias" [id=209, type=nncf_model_const]; -"210 features.denseblock2.denselayer6.norm1.running_mean" [id=210, type=nncf_model_const]; -"211 features.denseblock2.denselayer6.norm1.running_var" [id=211, type=nncf_model_const]; -"212 features/denseblock2/denselayer6/norm1/batch_norm/0" [id=212, type=batch_norm]; -"213 features/denseblock2/denselayer6/relu1/relu_/0" [id=213, type=relu_]; -"214 features.denseblock2.denselayer6.conv1.weight" [id=214, type=nncf_model_const]; -"215 features/denseblock2/denselayer6/conv1/conv2d/0" [id=215, type=conv2d]; -"216 features.denseblock2.denselayer6.norm2.weight" [id=216, type=nncf_model_const]; -"217 features.denseblock2.denselayer6.norm2.bias" [id=217, type=nncf_model_const]; -"218 features.denseblock2.denselayer6.norm2.running_mean" [id=218, type=nncf_model_const]; -"219 features.denseblock2.denselayer6.norm2.running_var" [id=219, type=nncf_model_const]; -"220 features/denseblock2/denselayer6/norm2/batch_norm/0" [id=220, type=batch_norm]; -"221 features/denseblock2/denselayer6/relu2/relu_/0" [id=221, type=relu_]; -"222 features.denseblock2.denselayer6.conv2.weight" [id=222, type=nncf_model_const]; -"223 features/denseblock2/denselayer6/conv2/conv2d/0" [id=223, type=conv2d]; -"224 features/denseblock2/denselayer7/cat/0" [id=224, type=cat]; -"225 features.denseblock2.denselayer7.norm1.weight" [id=225, type=nncf_model_const]; -"226 features.denseblock2.denselayer7.norm1.bias" [id=226, type=nncf_model_const]; -"227 features.denseblock2.denselayer7.norm1.running_mean" [id=227, type=nncf_model_const]; -"228 features.denseblock2.denselayer7.norm1.running_var" [id=228, type=nncf_model_const]; -"229 features/denseblock2/denselayer7/norm1/batch_norm/0" [id=229, type=batch_norm]; -"230 features/denseblock2/denselayer7/relu1/relu_/0" [id=230, type=relu_]; -"231 features.denseblock2.denselayer7.conv1.weight" [id=231, type=nncf_model_const]; -"232 features/denseblock2/denselayer7/conv1/conv2d/0" [id=232, type=conv2d]; -"233 features.denseblock2.denselayer7.norm2.weight" [id=233, type=nncf_model_const]; -"234 features.denseblock2.denselayer7.norm2.bias" [id=234, type=nncf_model_const]; -"235 features.denseblock2.denselayer7.norm2.running_mean" [id=235, type=nncf_model_const]; -"236 features.denseblock2.denselayer7.norm2.running_var" [id=236, type=nncf_model_const]; -"237 features/denseblock2/denselayer7/norm2/batch_norm/0" [id=237, type=batch_norm]; -"238 features/denseblock2/denselayer7/relu2/relu_/0" [id=238, type=relu_]; -"239 features.denseblock2.denselayer7.conv2.weight" [id=239, type=nncf_model_const]; -"240 features/denseblock2/denselayer7/conv2/conv2d/0" [id=240, type=conv2d]; -"241 features/denseblock2/denselayer8/cat/0" [id=241, type=cat]; -"242 features.denseblock2.denselayer8.norm1.weight" [id=242, type=nncf_model_const]; -"243 features.denseblock2.denselayer8.norm1.bias" [id=243, type=nncf_model_const]; -"244 features.denseblock2.denselayer8.norm1.running_mean" [id=244, type=nncf_model_const]; -"245 features.denseblock2.denselayer8.norm1.running_var" [id=245, type=nncf_model_const]; -"246 features/denseblock2/denselayer8/norm1/batch_norm/0" [id=246, type=batch_norm]; -"247 features/denseblock2/denselayer8/relu1/relu_/0" [id=247, type=relu_]; -"248 features.denseblock2.denselayer8.conv1.weight" [id=248, type=nncf_model_const]; -"249 features/denseblock2/denselayer8/conv1/conv2d/0" [id=249, type=conv2d]; -"250 features.denseblock2.denselayer8.norm2.weight" [id=250, type=nncf_model_const]; -"251 features.denseblock2.denselayer8.norm2.bias" [id=251, type=nncf_model_const]; -"252 features.denseblock2.denselayer8.norm2.running_mean" [id=252, type=nncf_model_const]; -"253 features.denseblock2.denselayer8.norm2.running_var" [id=253, type=nncf_model_const]; -"254 features/denseblock2/denselayer8/norm2/batch_norm/0" [id=254, type=batch_norm]; -"255 features/denseblock2/denselayer8/relu2/relu_/0" [id=255, type=relu_]; -"256 features.denseblock2.denselayer8.conv2.weight" [id=256, type=nncf_model_const]; -"257 features/denseblock2/denselayer8/conv2/conv2d/0" [id=257, type=conv2d]; -"258 features/denseblock2/denselayer9/cat/0" [id=258, type=cat]; -"259 features.denseblock2.denselayer9.norm1.weight" [id=259, type=nncf_model_const]; -"260 features.denseblock2.denselayer9.norm1.bias" [id=260, type=nncf_model_const]; -"261 features.denseblock2.denselayer9.norm1.running_mean" [id=261, type=nncf_model_const]; -"262 features.denseblock2.denselayer9.norm1.running_var" [id=262, type=nncf_model_const]; -"263 features/denseblock2/denselayer9/norm1/batch_norm/0" [id=263, type=batch_norm]; -"264 features/denseblock2/denselayer9/relu1/relu_/0" [id=264, type=relu_]; -"265 features.denseblock2.denselayer9.conv1.weight" [id=265, type=nncf_model_const]; -"266 features/denseblock2/denselayer9/conv1/conv2d/0" [id=266, type=conv2d]; -"267 features.denseblock2.denselayer9.norm2.weight" [id=267, type=nncf_model_const]; -"268 features.denseblock2.denselayer9.norm2.bias" [id=268, type=nncf_model_const]; -"269 features.denseblock2.denselayer9.norm2.running_mean" [id=269, type=nncf_model_const]; -"270 features.denseblock2.denselayer9.norm2.running_var" [id=270, type=nncf_model_const]; -"271 features/denseblock2/denselayer9/norm2/batch_norm/0" [id=271, type=batch_norm]; -"272 features/denseblock2/denselayer9/relu2/relu_/0" [id=272, type=relu_]; -"273 features.denseblock2.denselayer9.conv2.weight" [id=273, type=nncf_model_const]; -"274 features/denseblock2/denselayer9/conv2/conv2d/0" [id=274, type=conv2d]; -"275 features/denseblock2/denselayer10/cat/0" [id=275, type=cat]; -"276 features.denseblock2.denselayer10.norm1.weight" [id=276, type=nncf_model_const]; -"277 features.denseblock2.denselayer10.norm1.bias" [id=277, type=nncf_model_const]; -"278 features.denseblock2.denselayer10.norm1.running_mean" [id=278, type=nncf_model_const]; -"279 features.denseblock2.denselayer10.norm1.running_var" [id=279, type=nncf_model_const]; -"280 features/denseblock2/denselayer10/norm1/batch_norm/0" [id=280, type=batch_norm]; -"281 features/denseblock2/denselayer10/relu1/relu_/0" [id=281, type=relu_]; -"282 features.denseblock2.denselayer10.conv1.weight" [id=282, type=nncf_model_const]; -"283 features/denseblock2/denselayer10/conv1/conv2d/0" [id=283, type=conv2d]; -"284 features.denseblock2.denselayer10.norm2.weight" [id=284, type=nncf_model_const]; -"285 features.denseblock2.denselayer10.norm2.bias" [id=285, type=nncf_model_const]; -"286 features.denseblock2.denselayer10.norm2.running_mean" [id=286, type=nncf_model_const]; -"287 features.denseblock2.denselayer10.norm2.running_var" [id=287, type=nncf_model_const]; -"288 features/denseblock2/denselayer10/norm2/batch_norm/0" [id=288, type=batch_norm]; -"289 features/denseblock2/denselayer10/relu2/relu_/0" [id=289, type=relu_]; -"290 features.denseblock2.denselayer10.conv2.weight" [id=290, type=nncf_model_const]; -"291 features/denseblock2/denselayer10/conv2/conv2d/0" [id=291, type=conv2d]; -"292 features/denseblock2/denselayer11/cat/0" [id=292, type=cat]; -"293 features.denseblock2.denselayer11.norm1.weight" [id=293, type=nncf_model_const]; -"294 features.denseblock2.denselayer11.norm1.bias" [id=294, type=nncf_model_const]; -"295 features.denseblock2.denselayer11.norm1.running_mean" [id=295, type=nncf_model_const]; -"296 features.denseblock2.denselayer11.norm1.running_var" [id=296, type=nncf_model_const]; -"297 features/denseblock2/denselayer11/norm1/batch_norm/0" [id=297, type=batch_norm]; -"298 features/denseblock2/denselayer11/relu1/relu_/0" [id=298, type=relu_]; -"299 features.denseblock2.denselayer11.conv1.weight" [id=299, type=nncf_model_const]; -"300 features/denseblock2/denselayer11/conv1/conv2d/0" [id=300, type=conv2d]; -"301 features.denseblock2.denselayer11.norm2.weight" [id=301, type=nncf_model_const]; -"302 features.denseblock2.denselayer11.norm2.bias" [id=302, type=nncf_model_const]; -"303 features.denseblock2.denselayer11.norm2.running_mean" [id=303, type=nncf_model_const]; -"304 features.denseblock2.denselayer11.norm2.running_var" [id=304, type=nncf_model_const]; -"305 features/denseblock2/denselayer11/norm2/batch_norm/0" [id=305, type=batch_norm]; -"306 features/denseblock2/denselayer11/relu2/relu_/0" [id=306, type=relu_]; -"307 features.denseblock2.denselayer11.conv2.weight" [id=307, type=nncf_model_const]; -"308 features/denseblock2/denselayer11/conv2/conv2d/0" [id=308, type=conv2d]; -"309 features/denseblock2/denselayer12/cat/0" [id=309, type=cat]; -"310 features.denseblock2.denselayer12.norm1.weight" [id=310, type=nncf_model_const]; -"311 features.denseblock2.denselayer12.norm1.bias" [id=311, type=nncf_model_const]; -"312 features.denseblock2.denselayer12.norm1.running_mean" [id=312, type=nncf_model_const]; -"313 features.denseblock2.denselayer12.norm1.running_var" [id=313, type=nncf_model_const]; -"314 features/denseblock2/denselayer12/norm1/batch_norm/0" [id=314, type=batch_norm]; -"315 features/denseblock2/denselayer12/relu1/relu_/0" [id=315, type=relu_]; -"316 features.denseblock2.denselayer12.conv1.weight" [id=316, type=nncf_model_const]; -"317 features/denseblock2/denselayer12/conv1/conv2d/0" [id=317, type=conv2d]; -"318 features.denseblock2.denselayer12.norm2.weight" [id=318, type=nncf_model_const]; -"319 features.denseblock2.denselayer12.norm2.bias" [id=319, type=nncf_model_const]; -"320 features.denseblock2.denselayer12.norm2.running_mean" [id=320, type=nncf_model_const]; -"321 features.denseblock2.denselayer12.norm2.running_var" [id=321, type=nncf_model_const]; -"322 features/denseblock2/denselayer12/norm2/batch_norm/0" [id=322, type=batch_norm]; -"323 features/denseblock2/denselayer12/relu2/relu_/0" [id=323, type=relu_]; -"324 features.denseblock2.denselayer12.conv2.weight" [id=324, type=nncf_model_const]; -"325 features/denseblock2/denselayer12/conv2/conv2d/0" [id=325, type=conv2d]; -"326 features/denseblock2/cat/0" [id=326, type=cat]; -"327 features.transition2.norm.weight" [id=327, type=nncf_model_const]; -"328 features.transition2.norm.bias" [id=328, type=nncf_model_const]; -"329 features.transition2.norm.running_mean" [id=329, type=nncf_model_const]; -"330 features.transition2.norm.running_var" [id=330, type=nncf_model_const]; -"331 features/transition2/norm/batch_norm/0" [id=331, type=batch_norm]; -"332 features/transition2/relu/relu_/0" [id=332, type=relu_]; -"333 features.transition2.conv.weight" [id=333, type=nncf_model_const]; -"334 features/transition2/conv/conv2d/0" [id=334, type=conv2d]; -"335 features/transition2/pool/avg_pool2d/0" [id=335, type=avg_pool2d]; -"336 features/denseblock3/denselayer1/cat/0" [id=336, type=cat]; -"337 features.denseblock3.denselayer1.norm1.weight" [id=337, type=nncf_model_const]; -"338 features.denseblock3.denselayer1.norm1.bias" [id=338, type=nncf_model_const]; -"339 features.denseblock3.denselayer1.norm1.running_mean" [id=339, type=nncf_model_const]; -"340 features.denseblock3.denselayer1.norm1.running_var" [id=340, type=nncf_model_const]; -"341 features/denseblock3/denselayer1/norm1/batch_norm/0" [id=341, type=batch_norm]; -"342 features/denseblock3/denselayer1/relu1/relu_/0" [id=342, type=relu_]; -"343 features.denseblock3.denselayer1.conv1.weight" [id=343, type=nncf_model_const]; -"344 features/denseblock3/denselayer1/conv1/conv2d/0" [id=344, type=conv2d]; -"345 features.denseblock3.denselayer1.norm2.weight" [id=345, type=nncf_model_const]; -"346 features.denseblock3.denselayer1.norm2.bias" [id=346, type=nncf_model_const]; -"347 features.denseblock3.denselayer1.norm2.running_mean" [id=347, type=nncf_model_const]; -"348 features.denseblock3.denselayer1.norm2.running_var" [id=348, type=nncf_model_const]; -"349 features/denseblock3/denselayer1/norm2/batch_norm/0" [id=349, type=batch_norm]; -"350 features/denseblock3/denselayer1/relu2/relu_/0" [id=350, type=relu_]; -"351 features.denseblock3.denselayer1.conv2.weight" [id=351, type=nncf_model_const]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" [id=352, type=conv2d]; -"353 features/denseblock3/denselayer2/cat/0" [id=353, type=cat]; -"354 features.denseblock3.denselayer2.norm1.weight" [id=354, type=nncf_model_const]; -"355 features.denseblock3.denselayer2.norm1.bias" [id=355, type=nncf_model_const]; -"356 features.denseblock3.denselayer2.norm1.running_mean" [id=356, type=nncf_model_const]; -"357 features.denseblock3.denselayer2.norm1.running_var" [id=357, type=nncf_model_const]; -"358 features/denseblock3/denselayer2/norm1/batch_norm/0" [id=358, type=batch_norm]; -"359 features/denseblock3/denselayer2/relu1/relu_/0" [id=359, type=relu_]; -"360 features.denseblock3.denselayer2.conv1.weight" [id=360, type=nncf_model_const]; -"361 features/denseblock3/denselayer2/conv1/conv2d/0" [id=361, type=conv2d]; -"362 features.denseblock3.denselayer2.norm2.weight" [id=362, type=nncf_model_const]; -"363 features.denseblock3.denselayer2.norm2.bias" [id=363, type=nncf_model_const]; -"364 features.denseblock3.denselayer2.norm2.running_mean" [id=364, type=nncf_model_const]; -"365 features.denseblock3.denselayer2.norm2.running_var" [id=365, type=nncf_model_const]; -"366 features/denseblock3/denselayer2/norm2/batch_norm/0" [id=366, type=batch_norm]; -"367 features/denseblock3/denselayer2/relu2/relu_/0" [id=367, type=relu_]; -"368 features.denseblock3.denselayer2.conv2.weight" [id=368, type=nncf_model_const]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" [id=369, type=conv2d]; -"370 features/denseblock3/denselayer3/cat/0" [id=370, type=cat]; -"371 features.denseblock3.denselayer3.norm1.weight" [id=371, type=nncf_model_const]; -"372 features.denseblock3.denselayer3.norm1.bias" [id=372, type=nncf_model_const]; -"373 features.denseblock3.denselayer3.norm1.running_mean" [id=373, type=nncf_model_const]; -"374 features.denseblock3.denselayer3.norm1.running_var" [id=374, type=nncf_model_const]; -"375 features/denseblock3/denselayer3/norm1/batch_norm/0" [id=375, type=batch_norm]; -"376 features/denseblock3/denselayer3/relu1/relu_/0" [id=376, type=relu_]; -"377 features.denseblock3.denselayer3.conv1.weight" [id=377, type=nncf_model_const]; -"378 features/denseblock3/denselayer3/conv1/conv2d/0" [id=378, type=conv2d]; -"379 features.denseblock3.denselayer3.norm2.weight" [id=379, type=nncf_model_const]; -"380 features.denseblock3.denselayer3.norm2.bias" [id=380, type=nncf_model_const]; -"381 features.denseblock3.denselayer3.norm2.running_mean" [id=381, type=nncf_model_const]; -"382 features.denseblock3.denselayer3.norm2.running_var" [id=382, type=nncf_model_const]; -"383 features/denseblock3/denselayer3/norm2/batch_norm/0" [id=383, type=batch_norm]; -"384 features/denseblock3/denselayer3/relu2/relu_/0" [id=384, type=relu_]; -"385 features.denseblock3.denselayer3.conv2.weight" [id=385, type=nncf_model_const]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" [id=386, type=conv2d]; -"387 features/denseblock3/denselayer4/cat/0" [id=387, type=cat]; -"388 features.denseblock3.denselayer4.norm1.weight" [id=388, type=nncf_model_const]; -"389 features.denseblock3.denselayer4.norm1.bias" [id=389, type=nncf_model_const]; -"390 features.denseblock3.denselayer4.norm1.running_mean" [id=390, type=nncf_model_const]; -"391 features.denseblock3.denselayer4.norm1.running_var" [id=391, type=nncf_model_const]; -"392 features/denseblock3/denselayer4/norm1/batch_norm/0" [id=392, type=batch_norm]; -"393 features/denseblock3/denselayer4/relu1/relu_/0" [id=393, type=relu_]; -"394 features.denseblock3.denselayer4.conv1.weight" [id=394, type=nncf_model_const]; -"395 features/denseblock3/denselayer4/conv1/conv2d/0" [id=395, type=conv2d]; -"396 features.denseblock3.denselayer4.norm2.weight" [id=396, type=nncf_model_const]; -"397 features.denseblock3.denselayer4.norm2.bias" [id=397, type=nncf_model_const]; -"398 features.denseblock3.denselayer4.norm2.running_mean" [id=398, type=nncf_model_const]; -"399 features.denseblock3.denselayer4.norm2.running_var" [id=399, type=nncf_model_const]; -"400 features/denseblock3/denselayer4/norm2/batch_norm/0" [id=400, type=batch_norm]; -"401 features/denseblock3/denselayer4/relu2/relu_/0" [id=401, type=relu_]; -"402 features.denseblock3.denselayer4.conv2.weight" [id=402, type=nncf_model_const]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" [id=403, type=conv2d]; -"404 features/denseblock3/denselayer5/cat/0" [id=404, type=cat]; -"405 features.denseblock3.denselayer5.norm1.weight" [id=405, type=nncf_model_const]; -"406 features.denseblock3.denselayer5.norm1.bias" [id=406, type=nncf_model_const]; -"407 features.denseblock3.denselayer5.norm1.running_mean" [id=407, type=nncf_model_const]; -"408 features.denseblock3.denselayer5.norm1.running_var" [id=408, type=nncf_model_const]; -"409 features/denseblock3/denselayer5/norm1/batch_norm/0" [id=409, type=batch_norm]; -"410 features/denseblock3/denselayer5/relu1/relu_/0" [id=410, type=relu_]; -"411 features.denseblock3.denselayer5.conv1.weight" [id=411, type=nncf_model_const]; -"412 features/denseblock3/denselayer5/conv1/conv2d/0" [id=412, type=conv2d]; -"413 features.denseblock3.denselayer5.norm2.weight" [id=413, type=nncf_model_const]; -"414 features.denseblock3.denselayer5.norm2.bias" [id=414, type=nncf_model_const]; -"415 features.denseblock3.denselayer5.norm2.running_mean" [id=415, type=nncf_model_const]; -"416 features.denseblock3.denselayer5.norm2.running_var" [id=416, type=nncf_model_const]; -"417 features/denseblock3/denselayer5/norm2/batch_norm/0" [id=417, type=batch_norm]; -"418 features/denseblock3/denselayer5/relu2/relu_/0" [id=418, type=relu_]; -"419 features.denseblock3.denselayer5.conv2.weight" [id=419, type=nncf_model_const]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" [id=420, type=conv2d]; -"421 features/denseblock3/denselayer6/cat/0" [id=421, type=cat]; -"422 features.denseblock3.denselayer6.norm1.weight" [id=422, type=nncf_model_const]; -"423 features.denseblock3.denselayer6.norm1.bias" [id=423, type=nncf_model_const]; -"424 features.denseblock3.denselayer6.norm1.running_mean" [id=424, type=nncf_model_const]; -"425 features.denseblock3.denselayer6.norm1.running_var" [id=425, type=nncf_model_const]; -"426 features/denseblock3/denselayer6/norm1/batch_norm/0" [id=426, type=batch_norm]; -"427 features/denseblock3/denselayer6/relu1/relu_/0" [id=427, type=relu_]; -"428 features.denseblock3.denselayer6.conv1.weight" [id=428, type=nncf_model_const]; -"429 features/denseblock3/denselayer6/conv1/conv2d/0" [id=429, type=conv2d]; -"430 features.denseblock3.denselayer6.norm2.weight" [id=430, type=nncf_model_const]; -"431 features.denseblock3.denselayer6.norm2.bias" [id=431, type=nncf_model_const]; -"432 features.denseblock3.denselayer6.norm2.running_mean" [id=432, type=nncf_model_const]; -"433 features.denseblock3.denselayer6.norm2.running_var" [id=433, type=nncf_model_const]; -"434 features/denseblock3/denselayer6/norm2/batch_norm/0" [id=434, type=batch_norm]; -"435 features/denseblock3/denselayer6/relu2/relu_/0" [id=435, type=relu_]; -"436 features.denseblock3.denselayer6.conv2.weight" [id=436, type=nncf_model_const]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" [id=437, type=conv2d]; -"438 features/denseblock3/denselayer7/cat/0" [id=438, type=cat]; -"439 features.denseblock3.denselayer7.norm1.weight" [id=439, type=nncf_model_const]; -"440 features.denseblock3.denselayer7.norm1.bias" [id=440, type=nncf_model_const]; -"441 features.denseblock3.denselayer7.norm1.running_mean" [id=441, type=nncf_model_const]; -"442 features.denseblock3.denselayer7.norm1.running_var" [id=442, type=nncf_model_const]; -"443 features/denseblock3/denselayer7/norm1/batch_norm/0" [id=443, type=batch_norm]; -"444 features/denseblock3/denselayer7/relu1/relu_/0" [id=444, type=relu_]; -"445 features.denseblock3.denselayer7.conv1.weight" [id=445, type=nncf_model_const]; -"446 features/denseblock3/denselayer7/conv1/conv2d/0" [id=446, type=conv2d]; -"447 features.denseblock3.denselayer7.norm2.weight" [id=447, type=nncf_model_const]; -"448 features.denseblock3.denselayer7.norm2.bias" [id=448, type=nncf_model_const]; -"449 features.denseblock3.denselayer7.norm2.running_mean" [id=449, type=nncf_model_const]; -"450 features.denseblock3.denselayer7.norm2.running_var" [id=450, type=nncf_model_const]; -"451 features/denseblock3/denselayer7/norm2/batch_norm/0" [id=451, type=batch_norm]; -"452 features/denseblock3/denselayer7/relu2/relu_/0" [id=452, type=relu_]; -"453 features.denseblock3.denselayer7.conv2.weight" [id=453, type=nncf_model_const]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" [id=454, type=conv2d]; -"455 features/denseblock3/denselayer8/cat/0" [id=455, type=cat]; -"456 features.denseblock3.denselayer8.norm1.weight" [id=456, type=nncf_model_const]; -"457 features.denseblock3.denselayer8.norm1.bias" [id=457, type=nncf_model_const]; -"458 features.denseblock3.denselayer8.norm1.running_mean" [id=458, type=nncf_model_const]; -"459 features.denseblock3.denselayer8.norm1.running_var" [id=459, type=nncf_model_const]; -"460 features/denseblock3/denselayer8/norm1/batch_norm/0" [id=460, type=batch_norm]; -"461 features/denseblock3/denselayer8/relu1/relu_/0" [id=461, type=relu_]; -"462 features.denseblock3.denselayer8.conv1.weight" [id=462, type=nncf_model_const]; -"463 features/denseblock3/denselayer8/conv1/conv2d/0" [id=463, type=conv2d]; -"464 features.denseblock3.denselayer8.norm2.weight" [id=464, type=nncf_model_const]; -"465 features.denseblock3.denselayer8.norm2.bias" [id=465, type=nncf_model_const]; -"466 features.denseblock3.denselayer8.norm2.running_mean" [id=466, type=nncf_model_const]; -"467 features.denseblock3.denselayer8.norm2.running_var" [id=467, type=nncf_model_const]; -"468 features/denseblock3/denselayer8/norm2/batch_norm/0" [id=468, type=batch_norm]; -"469 features/denseblock3/denselayer8/relu2/relu_/0" [id=469, type=relu_]; -"470 features.denseblock3.denselayer8.conv2.weight" [id=470, type=nncf_model_const]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" [id=471, type=conv2d]; -"472 features/denseblock3/denselayer9/cat/0" [id=472, type=cat]; -"473 features.denseblock3.denselayer9.norm1.weight" [id=473, type=nncf_model_const]; -"474 features.denseblock3.denselayer9.norm1.bias" [id=474, type=nncf_model_const]; -"475 features.denseblock3.denselayer9.norm1.running_mean" [id=475, type=nncf_model_const]; -"476 features.denseblock3.denselayer9.norm1.running_var" [id=476, type=nncf_model_const]; -"477 features/denseblock3/denselayer9/norm1/batch_norm/0" [id=477, type=batch_norm]; -"478 features/denseblock3/denselayer9/relu1/relu_/0" [id=478, type=relu_]; -"479 features.denseblock3.denselayer9.conv1.weight" [id=479, type=nncf_model_const]; -"480 features/denseblock3/denselayer9/conv1/conv2d/0" [id=480, type=conv2d]; -"481 features.denseblock3.denselayer9.norm2.weight" [id=481, type=nncf_model_const]; -"482 features.denseblock3.denselayer9.norm2.bias" [id=482, type=nncf_model_const]; -"483 features.denseblock3.denselayer9.norm2.running_mean" [id=483, type=nncf_model_const]; -"484 features.denseblock3.denselayer9.norm2.running_var" [id=484, type=nncf_model_const]; -"485 features/denseblock3/denselayer9/norm2/batch_norm/0" [id=485, type=batch_norm]; -"486 features/denseblock3/denselayer9/relu2/relu_/0" [id=486, type=relu_]; -"487 features.denseblock3.denselayer9.conv2.weight" [id=487, type=nncf_model_const]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" [id=488, type=conv2d]; -"489 features/denseblock3/denselayer10/cat/0" [id=489, type=cat]; -"490 features.denseblock3.denselayer10.norm1.weight" [id=490, type=nncf_model_const]; -"491 features.denseblock3.denselayer10.norm1.bias" [id=491, type=nncf_model_const]; -"492 features.denseblock3.denselayer10.norm1.running_mean" [id=492, type=nncf_model_const]; -"493 features.denseblock3.denselayer10.norm1.running_var" [id=493, type=nncf_model_const]; -"494 features/denseblock3/denselayer10/norm1/batch_norm/0" [id=494, type=batch_norm]; -"495 features/denseblock3/denselayer10/relu1/relu_/0" [id=495, type=relu_]; -"496 features.denseblock3.denselayer10.conv1.weight" [id=496, type=nncf_model_const]; -"497 features/denseblock3/denselayer10/conv1/conv2d/0" [id=497, type=conv2d]; -"498 features.denseblock3.denselayer10.norm2.weight" [id=498, type=nncf_model_const]; -"499 features.denseblock3.denselayer10.norm2.bias" [id=499, type=nncf_model_const]; -"500 features.denseblock3.denselayer10.norm2.running_mean" [id=500, type=nncf_model_const]; -"501 features.denseblock3.denselayer10.norm2.running_var" [id=501, type=nncf_model_const]; -"502 features/denseblock3/denselayer10/norm2/batch_norm/0" [id=502, type=batch_norm]; -"503 features/denseblock3/denselayer10/relu2/relu_/0" [id=503, type=relu_]; -"504 features.denseblock3.denselayer10.conv2.weight" [id=504, type=nncf_model_const]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" [id=505, type=conv2d]; -"506 features/denseblock3/denselayer11/cat/0" [id=506, type=cat]; -"507 features.denseblock3.denselayer11.norm1.weight" [id=507, type=nncf_model_const]; -"508 features.denseblock3.denselayer11.norm1.bias" [id=508, type=nncf_model_const]; -"509 features.denseblock3.denselayer11.norm1.running_mean" [id=509, type=nncf_model_const]; -"510 features.denseblock3.denselayer11.norm1.running_var" [id=510, type=nncf_model_const]; -"511 features/denseblock3/denselayer11/norm1/batch_norm/0" [id=511, type=batch_norm]; -"512 features/denseblock3/denselayer11/relu1/relu_/0" [id=512, type=relu_]; -"513 features.denseblock3.denselayer11.conv1.weight" [id=513, type=nncf_model_const]; -"514 features/denseblock3/denselayer11/conv1/conv2d/0" [id=514, type=conv2d]; -"515 features.denseblock3.denselayer11.norm2.weight" [id=515, type=nncf_model_const]; -"516 features.denseblock3.denselayer11.norm2.bias" [id=516, type=nncf_model_const]; -"517 features.denseblock3.denselayer11.norm2.running_mean" [id=517, type=nncf_model_const]; -"518 features.denseblock3.denselayer11.norm2.running_var" [id=518, type=nncf_model_const]; -"519 features/denseblock3/denselayer11/norm2/batch_norm/0" [id=519, type=batch_norm]; -"520 features/denseblock3/denselayer11/relu2/relu_/0" [id=520, type=relu_]; -"521 features.denseblock3.denselayer11.conv2.weight" [id=521, type=nncf_model_const]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" [id=522, type=conv2d]; -"523 features/denseblock3/denselayer12/cat/0" [id=523, type=cat]; -"524 features.denseblock3.denselayer12.norm1.weight" [id=524, type=nncf_model_const]; -"525 features.denseblock3.denselayer12.norm1.bias" [id=525, type=nncf_model_const]; -"526 features.denseblock3.denselayer12.norm1.running_mean" [id=526, type=nncf_model_const]; -"527 features.denseblock3.denselayer12.norm1.running_var" [id=527, type=nncf_model_const]; -"528 features/denseblock3/denselayer12/norm1/batch_norm/0" [id=528, type=batch_norm]; -"529 features/denseblock3/denselayer12/relu1/relu_/0" [id=529, type=relu_]; -"530 features.denseblock3.denselayer12.conv1.weight" [id=530, type=nncf_model_const]; -"531 features/denseblock3/denselayer12/conv1/conv2d/0" [id=531, type=conv2d]; -"532 features.denseblock3.denselayer12.norm2.weight" [id=532, type=nncf_model_const]; -"533 features.denseblock3.denselayer12.norm2.bias" [id=533, type=nncf_model_const]; -"534 features.denseblock3.denselayer12.norm2.running_mean" [id=534, type=nncf_model_const]; -"535 features.denseblock3.denselayer12.norm2.running_var" [id=535, type=nncf_model_const]; -"536 features/denseblock3/denselayer12/norm2/batch_norm/0" [id=536, type=batch_norm]; -"537 features/denseblock3/denselayer12/relu2/relu_/0" [id=537, type=relu_]; -"538 features.denseblock3.denselayer12.conv2.weight" [id=538, type=nncf_model_const]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" [id=539, type=conv2d]; -"540 features/denseblock3/denselayer13/cat/0" [id=540, type=cat]; -"541 features.denseblock3.denselayer13.norm1.weight" [id=541, type=nncf_model_const]; -"542 features.denseblock3.denselayer13.norm1.bias" [id=542, type=nncf_model_const]; -"543 features.denseblock3.denselayer13.norm1.running_mean" [id=543, type=nncf_model_const]; -"544 features.denseblock3.denselayer13.norm1.running_var" [id=544, type=nncf_model_const]; -"545 features/denseblock3/denselayer13/norm1/batch_norm/0" [id=545, type=batch_norm]; -"546 features/denseblock3/denselayer13/relu1/relu_/0" [id=546, type=relu_]; -"547 features.denseblock3.denselayer13.conv1.weight" [id=547, type=nncf_model_const]; -"548 features/denseblock3/denselayer13/conv1/conv2d/0" [id=548, type=conv2d]; -"549 features.denseblock3.denselayer13.norm2.weight" [id=549, type=nncf_model_const]; -"550 features.denseblock3.denselayer13.norm2.bias" [id=550, type=nncf_model_const]; -"551 features.denseblock3.denselayer13.norm2.running_mean" [id=551, type=nncf_model_const]; -"552 features.denseblock3.denselayer13.norm2.running_var" [id=552, type=nncf_model_const]; -"553 features/denseblock3/denselayer13/norm2/batch_norm/0" [id=553, type=batch_norm]; -"554 features/denseblock3/denselayer13/relu2/relu_/0" [id=554, type=relu_]; -"555 features.denseblock3.denselayer13.conv2.weight" [id=555, type=nncf_model_const]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" [id=556, type=conv2d]; -"557 features/denseblock3/denselayer14/cat/0" [id=557, type=cat]; -"558 features.denseblock3.denselayer14.norm1.weight" [id=558, type=nncf_model_const]; -"559 features.denseblock3.denselayer14.norm1.bias" [id=559, type=nncf_model_const]; -"560 features.denseblock3.denselayer14.norm1.running_mean" [id=560, type=nncf_model_const]; -"561 features.denseblock3.denselayer14.norm1.running_var" [id=561, type=nncf_model_const]; -"562 features/denseblock3/denselayer14/norm1/batch_norm/0" [id=562, type=batch_norm]; -"563 features/denseblock3/denselayer14/relu1/relu_/0" [id=563, type=relu_]; -"564 features.denseblock3.denselayer14.conv1.weight" [id=564, type=nncf_model_const]; -"565 features/denseblock3/denselayer14/conv1/conv2d/0" [id=565, type=conv2d]; -"566 features.denseblock3.denselayer14.norm2.weight" [id=566, type=nncf_model_const]; -"567 features.denseblock3.denselayer14.norm2.bias" [id=567, type=nncf_model_const]; -"568 features.denseblock3.denselayer14.norm2.running_mean" [id=568, type=nncf_model_const]; -"569 features.denseblock3.denselayer14.norm2.running_var" [id=569, type=nncf_model_const]; -"570 features/denseblock3/denselayer14/norm2/batch_norm/0" [id=570, type=batch_norm]; -"571 features/denseblock3/denselayer14/relu2/relu_/0" [id=571, type=relu_]; -"572 features.denseblock3.denselayer14.conv2.weight" [id=572, type=nncf_model_const]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" [id=573, type=conv2d]; -"574 features/denseblock3/denselayer15/cat/0" [id=574, type=cat]; -"575 features.denseblock3.denselayer15.norm1.weight" [id=575, type=nncf_model_const]; -"576 features.denseblock3.denselayer15.norm1.bias" [id=576, type=nncf_model_const]; -"577 features.denseblock3.denselayer15.norm1.running_mean" [id=577, type=nncf_model_const]; -"578 features.denseblock3.denselayer15.norm1.running_var" [id=578, type=nncf_model_const]; -"579 features/denseblock3/denselayer15/norm1/batch_norm/0" [id=579, type=batch_norm]; -"580 features/denseblock3/denselayer15/relu1/relu_/0" [id=580, type=relu_]; -"581 features.denseblock3.denselayer15.conv1.weight" [id=581, type=nncf_model_const]; -"582 features/denseblock3/denselayer15/conv1/conv2d/0" [id=582, type=conv2d]; -"583 features.denseblock3.denselayer15.norm2.weight" [id=583, type=nncf_model_const]; -"584 features.denseblock3.denselayer15.norm2.bias" [id=584, type=nncf_model_const]; -"585 features.denseblock3.denselayer15.norm2.running_mean" [id=585, type=nncf_model_const]; -"586 features.denseblock3.denselayer15.norm2.running_var" [id=586, type=nncf_model_const]; -"587 features/denseblock3/denselayer15/norm2/batch_norm/0" [id=587, type=batch_norm]; -"588 features/denseblock3/denselayer15/relu2/relu_/0" [id=588, type=relu_]; -"589 features.denseblock3.denselayer15.conv2.weight" [id=589, type=nncf_model_const]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" [id=590, type=conv2d]; -"591 features/denseblock3/denselayer16/cat/0" [id=591, type=cat]; -"592 features.denseblock3.denselayer16.norm1.weight" [id=592, type=nncf_model_const]; -"593 features.denseblock3.denselayer16.norm1.bias" [id=593, type=nncf_model_const]; -"594 features.denseblock3.denselayer16.norm1.running_mean" [id=594, type=nncf_model_const]; -"595 features.denseblock3.denselayer16.norm1.running_var" [id=595, type=nncf_model_const]; -"596 features/denseblock3/denselayer16/norm1/batch_norm/0" [id=596, type=batch_norm]; -"597 features/denseblock3/denselayer16/relu1/relu_/0" [id=597, type=relu_]; -"598 features.denseblock3.denselayer16.conv1.weight" [id=598, type=nncf_model_const]; -"599 features/denseblock3/denselayer16/conv1/conv2d/0" [id=599, type=conv2d]; -"600 features.denseblock3.denselayer16.norm2.weight" [id=600, type=nncf_model_const]; -"601 features.denseblock3.denselayer16.norm2.bias" [id=601, type=nncf_model_const]; -"602 features.denseblock3.denselayer16.norm2.running_mean" [id=602, type=nncf_model_const]; -"603 features.denseblock3.denselayer16.norm2.running_var" [id=603, type=nncf_model_const]; -"604 features/denseblock3/denselayer16/norm2/batch_norm/0" [id=604, type=batch_norm]; -"605 features/denseblock3/denselayer16/relu2/relu_/0" [id=605, type=relu_]; -"606 features.denseblock3.denselayer16.conv2.weight" [id=606, type=nncf_model_const]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" [id=607, type=conv2d]; -"608 features/denseblock3/denselayer17/cat/0" [id=608, type=cat]; -"609 features.denseblock3.denselayer17.norm1.weight" [id=609, type=nncf_model_const]; -"610 features.denseblock3.denselayer17.norm1.bias" [id=610, type=nncf_model_const]; -"611 features.denseblock3.denselayer17.norm1.running_mean" [id=611, type=nncf_model_const]; -"612 features.denseblock3.denselayer17.norm1.running_var" [id=612, type=nncf_model_const]; -"613 features/denseblock3/denselayer17/norm1/batch_norm/0" [id=613, type=batch_norm]; -"614 features/denseblock3/denselayer17/relu1/relu_/0" [id=614, type=relu_]; -"615 features.denseblock3.denselayer17.conv1.weight" [id=615, type=nncf_model_const]; -"616 features/denseblock3/denselayer17/conv1/conv2d/0" [id=616, type=conv2d]; -"617 features.denseblock3.denselayer17.norm2.weight" [id=617, type=nncf_model_const]; -"618 features.denseblock3.denselayer17.norm2.bias" [id=618, type=nncf_model_const]; -"619 features.denseblock3.denselayer17.norm2.running_mean" [id=619, type=nncf_model_const]; -"620 features.denseblock3.denselayer17.norm2.running_var" [id=620, type=nncf_model_const]; -"621 features/denseblock3/denselayer17/norm2/batch_norm/0" [id=621, type=batch_norm]; -"622 features/denseblock3/denselayer17/relu2/relu_/0" [id=622, type=relu_]; -"623 features.denseblock3.denselayer17.conv2.weight" [id=623, type=nncf_model_const]; -"624 features/denseblock3/denselayer17/conv2/conv2d/0" [id=624, type=conv2d]; -"625 features/denseblock3/denselayer18/cat/0" [id=625, type=cat]; -"626 features.denseblock3.denselayer18.norm1.weight" [id=626, type=nncf_model_const]; -"627 features.denseblock3.denselayer18.norm1.bias" [id=627, type=nncf_model_const]; -"628 features.denseblock3.denselayer18.norm1.running_mean" [id=628, type=nncf_model_const]; -"629 features.denseblock3.denselayer18.norm1.running_var" [id=629, type=nncf_model_const]; -"630 features/denseblock3/denselayer18/norm1/batch_norm/0" [id=630, type=batch_norm]; -"631 features/denseblock3/denselayer18/relu1/relu_/0" [id=631, type=relu_]; -"632 features.denseblock3.denselayer18.conv1.weight" [id=632, type=nncf_model_const]; -"633 features/denseblock3/denselayer18/conv1/conv2d/0" [id=633, type=conv2d]; -"634 features.denseblock3.denselayer18.norm2.weight" [id=634, type=nncf_model_const]; -"635 features.denseblock3.denselayer18.norm2.bias" [id=635, type=nncf_model_const]; -"636 features.denseblock3.denselayer18.norm2.running_mean" [id=636, type=nncf_model_const]; -"637 features.denseblock3.denselayer18.norm2.running_var" [id=637, type=nncf_model_const]; -"638 features/denseblock3/denselayer18/norm2/batch_norm/0" [id=638, type=batch_norm]; -"639 features/denseblock3/denselayer18/relu2/relu_/0" [id=639, type=relu_]; -"640 features.denseblock3.denselayer18.conv2.weight" [id=640, type=nncf_model_const]; -"641 features/denseblock3/denselayer18/conv2/conv2d/0" [id=641, type=conv2d]; -"642 features/denseblock3/denselayer19/cat/0" [id=642, type=cat]; -"643 features.denseblock3.denselayer19.norm1.weight" [id=643, type=nncf_model_const]; -"644 features.denseblock3.denselayer19.norm1.bias" [id=644, type=nncf_model_const]; -"645 features.denseblock3.denselayer19.norm1.running_mean" [id=645, type=nncf_model_const]; -"646 features.denseblock3.denselayer19.norm1.running_var" [id=646, type=nncf_model_const]; -"647 features/denseblock3/denselayer19/norm1/batch_norm/0" [id=647, type=batch_norm]; -"648 features/denseblock3/denselayer19/relu1/relu_/0" [id=648, type=relu_]; -"649 features.denseblock3.denselayer19.conv1.weight" [id=649, type=nncf_model_const]; -"650 features/denseblock3/denselayer19/conv1/conv2d/0" [id=650, type=conv2d]; -"651 features.denseblock3.denselayer19.norm2.weight" [id=651, type=nncf_model_const]; -"652 features.denseblock3.denselayer19.norm2.bias" [id=652, type=nncf_model_const]; -"653 features.denseblock3.denselayer19.norm2.running_mean" [id=653, type=nncf_model_const]; -"654 features.denseblock3.denselayer19.norm2.running_var" [id=654, type=nncf_model_const]; -"655 features/denseblock3/denselayer19/norm2/batch_norm/0" [id=655, type=batch_norm]; -"656 features/denseblock3/denselayer19/relu2/relu_/0" [id=656, type=relu_]; -"657 features.denseblock3.denselayer19.conv2.weight" [id=657, type=nncf_model_const]; -"658 features/denseblock3/denselayer19/conv2/conv2d/0" [id=658, type=conv2d]; -"659 features/denseblock3/denselayer20/cat/0" [id=659, type=cat]; -"660 features.denseblock3.denselayer20.norm1.weight" [id=660, type=nncf_model_const]; -"661 features.denseblock3.denselayer20.norm1.bias" [id=661, type=nncf_model_const]; -"662 features.denseblock3.denselayer20.norm1.running_mean" [id=662, type=nncf_model_const]; -"663 features.denseblock3.denselayer20.norm1.running_var" [id=663, type=nncf_model_const]; -"664 features/denseblock3/denselayer20/norm1/batch_norm/0" [id=664, type=batch_norm]; -"665 features/denseblock3/denselayer20/relu1/relu_/0" [id=665, type=relu_]; -"666 features.denseblock3.denselayer20.conv1.weight" [id=666, type=nncf_model_const]; -"667 features/denseblock3/denselayer20/conv1/conv2d/0" [id=667, type=conv2d]; -"668 features.denseblock3.denselayer20.norm2.weight" [id=668, type=nncf_model_const]; -"669 features.denseblock3.denselayer20.norm2.bias" [id=669, type=nncf_model_const]; -"670 features.denseblock3.denselayer20.norm2.running_mean" [id=670, type=nncf_model_const]; -"671 features.denseblock3.denselayer20.norm2.running_var" [id=671, type=nncf_model_const]; -"672 features/denseblock3/denselayer20/norm2/batch_norm/0" [id=672, type=batch_norm]; -"673 features/denseblock3/denselayer20/relu2/relu_/0" [id=673, type=relu_]; -"674 features.denseblock3.denselayer20.conv2.weight" [id=674, type=nncf_model_const]; -"675 features/denseblock3/denselayer20/conv2/conv2d/0" [id=675, type=conv2d]; -"676 features/denseblock3/denselayer21/cat/0" [id=676, type=cat]; -"677 features.denseblock3.denselayer21.norm1.weight" [id=677, type=nncf_model_const]; -"678 features.denseblock3.denselayer21.norm1.bias" [id=678, type=nncf_model_const]; -"679 features.denseblock3.denselayer21.norm1.running_mean" [id=679, type=nncf_model_const]; -"680 features.denseblock3.denselayer21.norm1.running_var" [id=680, type=nncf_model_const]; -"681 features/denseblock3/denselayer21/norm1/batch_norm/0" [id=681, type=batch_norm]; -"682 features/denseblock3/denselayer21/relu1/relu_/0" [id=682, type=relu_]; -"683 features.denseblock3.denselayer21.conv1.weight" [id=683, type=nncf_model_const]; -"684 features/denseblock3/denselayer21/conv1/conv2d/0" [id=684, type=conv2d]; -"685 features.denseblock3.denselayer21.norm2.weight" [id=685, type=nncf_model_const]; -"686 features.denseblock3.denselayer21.norm2.bias" [id=686, type=nncf_model_const]; -"687 features.denseblock3.denselayer21.norm2.running_mean" [id=687, type=nncf_model_const]; -"688 features.denseblock3.denselayer21.norm2.running_var" [id=688, type=nncf_model_const]; -"689 features/denseblock3/denselayer21/norm2/batch_norm/0" [id=689, type=batch_norm]; -"690 features/denseblock3/denselayer21/relu2/relu_/0" [id=690, type=relu_]; -"691 features.denseblock3.denselayer21.conv2.weight" [id=691, type=nncf_model_const]; -"692 features/denseblock3/denselayer21/conv2/conv2d/0" [id=692, type=conv2d]; -"693 features/denseblock3/denselayer22/cat/0" [id=693, type=cat]; -"694 features.denseblock3.denselayer22.norm1.weight" [id=694, type=nncf_model_const]; -"695 features.denseblock3.denselayer22.norm1.bias" [id=695, type=nncf_model_const]; -"696 features.denseblock3.denselayer22.norm1.running_mean" [id=696, type=nncf_model_const]; -"697 features.denseblock3.denselayer22.norm1.running_var" [id=697, type=nncf_model_const]; -"698 features/denseblock3/denselayer22/norm1/batch_norm/0" [id=698, type=batch_norm]; -"699 features/denseblock3/denselayer22/relu1/relu_/0" [id=699, type=relu_]; -"700 features.denseblock3.denselayer22.conv1.weight" [id=700, type=nncf_model_const]; -"701 features/denseblock3/denselayer22/conv1/conv2d/0" [id=701, type=conv2d]; -"702 features.denseblock3.denselayer22.norm2.weight" [id=702, type=nncf_model_const]; -"703 features.denseblock3.denselayer22.norm2.bias" [id=703, type=nncf_model_const]; -"704 features.denseblock3.denselayer22.norm2.running_mean" [id=704, type=nncf_model_const]; -"705 features.denseblock3.denselayer22.norm2.running_var" [id=705, type=nncf_model_const]; -"706 features/denseblock3/denselayer22/norm2/batch_norm/0" [id=706, type=batch_norm]; -"707 features/denseblock3/denselayer22/relu2/relu_/0" [id=707, type=relu_]; -"708 features.denseblock3.denselayer22.conv2.weight" [id=708, type=nncf_model_const]; -"709 features/denseblock3/denselayer22/conv2/conv2d/0" [id=709, type=conv2d]; -"710 features/denseblock3/denselayer23/cat/0" [id=710, type=cat]; -"711 features.denseblock3.denselayer23.norm1.weight" [id=711, type=nncf_model_const]; -"712 features.denseblock3.denselayer23.norm1.bias" [id=712, type=nncf_model_const]; -"713 features.denseblock3.denselayer23.norm1.running_mean" [id=713, type=nncf_model_const]; -"714 features.denseblock3.denselayer23.norm1.running_var" [id=714, type=nncf_model_const]; -"715 features/denseblock3/denselayer23/norm1/batch_norm/0" [id=715, type=batch_norm]; -"716 features/denseblock3/denselayer23/relu1/relu_/0" [id=716, type=relu_]; -"717 features.denseblock3.denselayer23.conv1.weight" [id=717, type=nncf_model_const]; -"718 features/denseblock3/denselayer23/conv1/conv2d/0" [id=718, type=conv2d]; -"719 features.denseblock3.denselayer23.norm2.weight" [id=719, type=nncf_model_const]; -"720 features.denseblock3.denselayer23.norm2.bias" [id=720, type=nncf_model_const]; -"721 features.denseblock3.denselayer23.norm2.running_mean" [id=721, type=nncf_model_const]; -"722 features.denseblock3.denselayer23.norm2.running_var" [id=722, type=nncf_model_const]; -"723 features/denseblock3/denselayer23/norm2/batch_norm/0" [id=723, type=batch_norm]; -"724 features/denseblock3/denselayer23/relu2/relu_/0" [id=724, type=relu_]; -"725 features.denseblock3.denselayer23.conv2.weight" [id=725, type=nncf_model_const]; -"726 features/denseblock3/denselayer23/conv2/conv2d/0" [id=726, type=conv2d]; -"727 features/denseblock3/denselayer24/cat/0" [id=727, type=cat]; -"728 features.denseblock3.denselayer24.norm1.weight" [id=728, type=nncf_model_const]; -"729 features.denseblock3.denselayer24.norm1.bias" [id=729, type=nncf_model_const]; -"730 features.denseblock3.denselayer24.norm1.running_mean" [id=730, type=nncf_model_const]; -"731 features.denseblock3.denselayer24.norm1.running_var" [id=731, type=nncf_model_const]; -"732 features/denseblock3/denselayer24/norm1/batch_norm/0" [id=732, type=batch_norm]; -"733 features/denseblock3/denselayer24/relu1/relu_/0" [id=733, type=relu_]; -"734 features.denseblock3.denselayer24.conv1.weight" [id=734, type=nncf_model_const]; -"735 features/denseblock3/denselayer24/conv1/conv2d/0" [id=735, type=conv2d]; -"736 features.denseblock3.denselayer24.norm2.weight" [id=736, type=nncf_model_const]; -"737 features.denseblock3.denselayer24.norm2.bias" [id=737, type=nncf_model_const]; -"738 features.denseblock3.denselayer24.norm2.running_mean" [id=738, type=nncf_model_const]; -"739 features.denseblock3.denselayer24.norm2.running_var" [id=739, type=nncf_model_const]; -"740 features/denseblock3/denselayer24/norm2/batch_norm/0" [id=740, type=batch_norm]; -"741 features/denseblock3/denselayer24/relu2/relu_/0" [id=741, type=relu_]; -"742 features.denseblock3.denselayer24.conv2.weight" [id=742, type=nncf_model_const]; -"743 features/denseblock3/denselayer24/conv2/conv2d/0" [id=743, type=conv2d]; -"744 features/denseblock3/cat/0" [id=744, type=cat]; -"745 features.transition3.norm.weight" [id=745, type=nncf_model_const]; -"746 features.transition3.norm.bias" [id=746, type=nncf_model_const]; -"747 features.transition3.norm.running_mean" [id=747, type=nncf_model_const]; -"748 features.transition3.norm.running_var" [id=748, type=nncf_model_const]; -"749 features/transition3/norm/batch_norm/0" [id=749, type=batch_norm]; -"750 features/transition3/relu/relu_/0" [id=750, type=relu_]; -"751 features.transition3.conv.weight" [id=751, type=nncf_model_const]; -"752 features/transition3/conv/conv2d/0" [id=752, type=conv2d]; -"753 features/transition3/pool/avg_pool2d/0" [id=753, type=avg_pool2d]; -"754 features/denseblock4/denselayer1/cat/0" [id=754, type=cat]; -"755 features.denseblock4.denselayer1.norm1.weight" [id=755, type=nncf_model_const]; -"756 features.denseblock4.denselayer1.norm1.bias" [id=756, type=nncf_model_const]; -"757 features.denseblock4.denselayer1.norm1.running_mean" [id=757, type=nncf_model_const]; -"758 features.denseblock4.denselayer1.norm1.running_var" [id=758, type=nncf_model_const]; -"759 features/denseblock4/denselayer1/norm1/batch_norm/0" [id=759, type=batch_norm]; -"760 features/denseblock4/denselayer1/relu1/relu_/0" [id=760, type=relu_]; -"761 features.denseblock4.denselayer1.conv1.weight" [id=761, type=nncf_model_const]; -"762 features/denseblock4/denselayer1/conv1/conv2d/0" [id=762, type=conv2d]; -"763 features.denseblock4.denselayer1.norm2.weight" [id=763, type=nncf_model_const]; -"764 features.denseblock4.denselayer1.norm2.bias" [id=764, type=nncf_model_const]; -"765 features.denseblock4.denselayer1.norm2.running_mean" [id=765, type=nncf_model_const]; -"766 features.denseblock4.denselayer1.norm2.running_var" [id=766, type=nncf_model_const]; -"767 features/denseblock4/denselayer1/norm2/batch_norm/0" [id=767, type=batch_norm]; -"768 features/denseblock4/denselayer1/relu2/relu_/0" [id=768, type=relu_]; -"769 features.denseblock4.denselayer1.conv2.weight" [id=769, type=nncf_model_const]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" [id=770, type=conv2d]; -"771 features/denseblock4/denselayer2/cat/0" [id=771, type=cat]; -"772 features.denseblock4.denselayer2.norm1.weight" [id=772, type=nncf_model_const]; -"773 features.denseblock4.denselayer2.norm1.bias" [id=773, type=nncf_model_const]; -"774 features.denseblock4.denselayer2.norm1.running_mean" [id=774, type=nncf_model_const]; -"775 features.denseblock4.denselayer2.norm1.running_var" [id=775, type=nncf_model_const]; -"776 features/denseblock4/denselayer2/norm1/batch_norm/0" [id=776, type=batch_norm]; -"777 features/denseblock4/denselayer2/relu1/relu_/0" [id=777, type=relu_]; -"778 features.denseblock4.denselayer2.conv1.weight" [id=778, type=nncf_model_const]; -"779 features/denseblock4/denselayer2/conv1/conv2d/0" [id=779, type=conv2d]; -"780 features.denseblock4.denselayer2.norm2.weight" [id=780, type=nncf_model_const]; -"781 features.denseblock4.denselayer2.norm2.bias" [id=781, type=nncf_model_const]; -"782 features.denseblock4.denselayer2.norm2.running_mean" [id=782, type=nncf_model_const]; -"783 features.denseblock4.denselayer2.norm2.running_var" [id=783, type=nncf_model_const]; -"784 features/denseblock4/denselayer2/norm2/batch_norm/0" [id=784, type=batch_norm]; -"785 features/denseblock4/denselayer2/relu2/relu_/0" [id=785, type=relu_]; -"786 features.denseblock4.denselayer2.conv2.weight" [id=786, type=nncf_model_const]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" [id=787, type=conv2d]; -"788 features/denseblock4/denselayer3/cat/0" [id=788, type=cat]; -"789 features.denseblock4.denselayer3.norm1.weight" [id=789, type=nncf_model_const]; -"790 features.denseblock4.denselayer3.norm1.bias" [id=790, type=nncf_model_const]; -"791 features.denseblock4.denselayer3.norm1.running_mean" [id=791, type=nncf_model_const]; -"792 features.denseblock4.denselayer3.norm1.running_var" [id=792, type=nncf_model_const]; -"793 features/denseblock4/denselayer3/norm1/batch_norm/0" [id=793, type=batch_norm]; -"794 features/denseblock4/denselayer3/relu1/relu_/0" [id=794, type=relu_]; -"795 features.denseblock4.denselayer3.conv1.weight" [id=795, type=nncf_model_const]; -"796 features/denseblock4/denselayer3/conv1/conv2d/0" [id=796, type=conv2d]; -"797 features.denseblock4.denselayer3.norm2.weight" [id=797, type=nncf_model_const]; -"798 features.denseblock4.denselayer3.norm2.bias" [id=798, type=nncf_model_const]; -"799 features.denseblock4.denselayer3.norm2.running_mean" [id=799, type=nncf_model_const]; -"800 features.denseblock4.denselayer3.norm2.running_var" [id=800, type=nncf_model_const]; -"801 features/denseblock4/denselayer3/norm2/batch_norm/0" [id=801, type=batch_norm]; -"802 features/denseblock4/denselayer3/relu2/relu_/0" [id=802, type=relu_]; -"803 features.denseblock4.denselayer3.conv2.weight" [id=803, type=nncf_model_const]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" [id=804, type=conv2d]; -"805 features/denseblock4/denselayer4/cat/0" [id=805, type=cat]; -"806 features.denseblock4.denselayer4.norm1.weight" [id=806, type=nncf_model_const]; -"807 features.denseblock4.denselayer4.norm1.bias" [id=807, type=nncf_model_const]; -"808 features.denseblock4.denselayer4.norm1.running_mean" [id=808, type=nncf_model_const]; -"809 features.denseblock4.denselayer4.norm1.running_var" [id=809, type=nncf_model_const]; -"810 features/denseblock4/denselayer4/norm1/batch_norm/0" [id=810, type=batch_norm]; -"811 features/denseblock4/denselayer4/relu1/relu_/0" [id=811, type=relu_]; -"812 features.denseblock4.denselayer4.conv1.weight" [id=812, type=nncf_model_const]; -"813 features/denseblock4/denselayer4/conv1/conv2d/0" [id=813, type=conv2d]; -"814 features.denseblock4.denselayer4.norm2.weight" [id=814, type=nncf_model_const]; -"815 features.denseblock4.denselayer4.norm2.bias" [id=815, type=nncf_model_const]; -"816 features.denseblock4.denselayer4.norm2.running_mean" [id=816, type=nncf_model_const]; -"817 features.denseblock4.denselayer4.norm2.running_var" [id=817, type=nncf_model_const]; -"818 features/denseblock4/denselayer4/norm2/batch_norm/0" [id=818, type=batch_norm]; -"819 features/denseblock4/denselayer4/relu2/relu_/0" [id=819, type=relu_]; -"820 features.denseblock4.denselayer4.conv2.weight" [id=820, type=nncf_model_const]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" [id=821, type=conv2d]; -"822 features/denseblock4/denselayer5/cat/0" [id=822, type=cat]; -"823 features.denseblock4.denselayer5.norm1.weight" [id=823, type=nncf_model_const]; -"824 features.denseblock4.denselayer5.norm1.bias" [id=824, type=nncf_model_const]; -"825 features.denseblock4.denselayer5.norm1.running_mean" [id=825, type=nncf_model_const]; -"826 features.denseblock4.denselayer5.norm1.running_var" [id=826, type=nncf_model_const]; -"827 features/denseblock4/denselayer5/norm1/batch_norm/0" [id=827, type=batch_norm]; -"828 features/denseblock4/denselayer5/relu1/relu_/0" [id=828, type=relu_]; -"829 features.denseblock4.denselayer5.conv1.weight" [id=829, type=nncf_model_const]; -"830 features/denseblock4/denselayer5/conv1/conv2d/0" [id=830, type=conv2d]; -"831 features.denseblock4.denselayer5.norm2.weight" [id=831, type=nncf_model_const]; -"832 features.denseblock4.denselayer5.norm2.bias" [id=832, type=nncf_model_const]; -"833 features.denseblock4.denselayer5.norm2.running_mean" [id=833, type=nncf_model_const]; -"834 features.denseblock4.denselayer5.norm2.running_var" [id=834, type=nncf_model_const]; -"835 features/denseblock4/denselayer5/norm2/batch_norm/0" [id=835, type=batch_norm]; -"836 features/denseblock4/denselayer5/relu2/relu_/0" [id=836, type=relu_]; -"837 features.denseblock4.denselayer5.conv2.weight" [id=837, type=nncf_model_const]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" [id=838, type=conv2d]; -"839 features/denseblock4/denselayer6/cat/0" [id=839, type=cat]; -"840 features.denseblock4.denselayer6.norm1.weight" [id=840, type=nncf_model_const]; -"841 features.denseblock4.denselayer6.norm1.bias" [id=841, type=nncf_model_const]; -"842 features.denseblock4.denselayer6.norm1.running_mean" [id=842, type=nncf_model_const]; -"843 features.denseblock4.denselayer6.norm1.running_var" [id=843, type=nncf_model_const]; -"844 features/denseblock4/denselayer6/norm1/batch_norm/0" [id=844, type=batch_norm]; -"845 features/denseblock4/denselayer6/relu1/relu_/0" [id=845, type=relu_]; -"846 features.denseblock4.denselayer6.conv1.weight" [id=846, type=nncf_model_const]; -"847 features/denseblock4/denselayer6/conv1/conv2d/0" [id=847, type=conv2d]; -"848 features.denseblock4.denselayer6.norm2.weight" [id=848, type=nncf_model_const]; -"849 features.denseblock4.denselayer6.norm2.bias" [id=849, type=nncf_model_const]; -"850 features.denseblock4.denselayer6.norm2.running_mean" [id=850, type=nncf_model_const]; -"851 features.denseblock4.denselayer6.norm2.running_var" [id=851, type=nncf_model_const]; -"852 features/denseblock4/denselayer6/norm2/batch_norm/0" [id=852, type=batch_norm]; -"853 features/denseblock4/denselayer6/relu2/relu_/0" [id=853, type=relu_]; -"854 features.denseblock4.denselayer6.conv2.weight" [id=854, type=nncf_model_const]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" [id=855, type=conv2d]; -"856 features/denseblock4/denselayer7/cat/0" [id=856, type=cat]; -"857 features.denseblock4.denselayer7.norm1.weight" [id=857, type=nncf_model_const]; -"858 features.denseblock4.denselayer7.norm1.bias" [id=858, type=nncf_model_const]; -"859 features.denseblock4.denselayer7.norm1.running_mean" [id=859, type=nncf_model_const]; -"860 features.denseblock4.denselayer7.norm1.running_var" [id=860, type=nncf_model_const]; -"861 features/denseblock4/denselayer7/norm1/batch_norm/0" [id=861, type=batch_norm]; -"862 features/denseblock4/denselayer7/relu1/relu_/0" [id=862, type=relu_]; -"863 features.denseblock4.denselayer7.conv1.weight" [id=863, type=nncf_model_const]; -"864 features/denseblock4/denselayer7/conv1/conv2d/0" [id=864, type=conv2d]; -"865 features.denseblock4.denselayer7.norm2.weight" [id=865, type=nncf_model_const]; -"866 features.denseblock4.denselayer7.norm2.bias" [id=866, type=nncf_model_const]; -"867 features.denseblock4.denselayer7.norm2.running_mean" [id=867, type=nncf_model_const]; -"868 features.denseblock4.denselayer7.norm2.running_var" [id=868, type=nncf_model_const]; -"869 features/denseblock4/denselayer7/norm2/batch_norm/0" [id=869, type=batch_norm]; -"870 features/denseblock4/denselayer7/relu2/relu_/0" [id=870, type=relu_]; -"871 features.denseblock4.denselayer7.conv2.weight" [id=871, type=nncf_model_const]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" [id=872, type=conv2d]; -"873 features/denseblock4/denselayer8/cat/0" [id=873, type=cat]; -"874 features.denseblock4.denselayer8.norm1.weight" [id=874, type=nncf_model_const]; -"875 features.denseblock4.denselayer8.norm1.bias" [id=875, type=nncf_model_const]; -"876 features.denseblock4.denselayer8.norm1.running_mean" [id=876, type=nncf_model_const]; -"877 features.denseblock4.denselayer8.norm1.running_var" [id=877, type=nncf_model_const]; -"878 features/denseblock4/denselayer8/norm1/batch_norm/0" [id=878, type=batch_norm]; -"879 features/denseblock4/denselayer8/relu1/relu_/0" [id=879, type=relu_]; -"880 features.denseblock4.denselayer8.conv1.weight" [id=880, type=nncf_model_const]; -"881 features/denseblock4/denselayer8/conv1/conv2d/0" [id=881, type=conv2d]; -"882 features.denseblock4.denselayer8.norm2.weight" [id=882, type=nncf_model_const]; -"883 features.denseblock4.denselayer8.norm2.bias" [id=883, type=nncf_model_const]; -"884 features.denseblock4.denselayer8.norm2.running_mean" [id=884, type=nncf_model_const]; -"885 features.denseblock4.denselayer8.norm2.running_var" [id=885, type=nncf_model_const]; -"886 features/denseblock4/denselayer8/norm2/batch_norm/0" [id=886, type=batch_norm]; -"887 features/denseblock4/denselayer8/relu2/relu_/0" [id=887, type=relu_]; -"888 features.denseblock4.denselayer8.conv2.weight" [id=888, type=nncf_model_const]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" [id=889, type=conv2d]; -"890 features/denseblock4/denselayer9/cat/0" [id=890, type=cat]; -"891 features.denseblock4.denselayer9.norm1.weight" [id=891, type=nncf_model_const]; -"892 features.denseblock4.denselayer9.norm1.bias" [id=892, type=nncf_model_const]; -"893 features.denseblock4.denselayer9.norm1.running_mean" [id=893, type=nncf_model_const]; -"894 features.denseblock4.denselayer9.norm1.running_var" [id=894, type=nncf_model_const]; -"895 features/denseblock4/denselayer9/norm1/batch_norm/0" [id=895, type=batch_norm]; -"896 features/denseblock4/denselayer9/relu1/relu_/0" [id=896, type=relu_]; -"897 features.denseblock4.denselayer9.conv1.weight" [id=897, type=nncf_model_const]; -"898 features/denseblock4/denselayer9/conv1/conv2d/0" [id=898, type=conv2d]; -"899 features.denseblock4.denselayer9.norm2.weight" [id=899, type=nncf_model_const]; -"900 features.denseblock4.denselayer9.norm2.bias" [id=900, type=nncf_model_const]; -"901 features.denseblock4.denselayer9.norm2.running_mean" [id=901, type=nncf_model_const]; -"902 features.denseblock4.denselayer9.norm2.running_var" [id=902, type=nncf_model_const]; -"903 features/denseblock4/denselayer9/norm2/batch_norm/0" [id=903, type=batch_norm]; -"904 features/denseblock4/denselayer9/relu2/relu_/0" [id=904, type=relu_]; -"905 features.denseblock4.denselayer9.conv2.weight" [id=905, type=nncf_model_const]; -"906 features/denseblock4/denselayer9/conv2/conv2d/0" [id=906, type=conv2d]; -"907 features/denseblock4/denselayer10/cat/0" [id=907, type=cat]; -"908 features.denseblock4.denselayer10.norm1.weight" [id=908, type=nncf_model_const]; -"909 features.denseblock4.denselayer10.norm1.bias" [id=909, type=nncf_model_const]; -"910 features.denseblock4.denselayer10.norm1.running_mean" [id=910, type=nncf_model_const]; -"911 features.denseblock4.denselayer10.norm1.running_var" [id=911, type=nncf_model_const]; -"912 features/denseblock4/denselayer10/norm1/batch_norm/0" [id=912, type=batch_norm]; -"913 features/denseblock4/denselayer10/relu1/relu_/0" [id=913, type=relu_]; -"914 features.denseblock4.denselayer10.conv1.weight" [id=914, type=nncf_model_const]; -"915 features/denseblock4/denselayer10/conv1/conv2d/0" [id=915, type=conv2d]; -"916 features.denseblock4.denselayer10.norm2.weight" [id=916, type=nncf_model_const]; -"917 features.denseblock4.denselayer10.norm2.bias" [id=917, type=nncf_model_const]; -"918 features.denseblock4.denselayer10.norm2.running_mean" [id=918, type=nncf_model_const]; -"919 features.denseblock4.denselayer10.norm2.running_var" [id=919, type=nncf_model_const]; -"920 features/denseblock4/denselayer10/norm2/batch_norm/0" [id=920, type=batch_norm]; -"921 features/denseblock4/denselayer10/relu2/relu_/0" [id=921, type=relu_]; -"922 features.denseblock4.denselayer10.conv2.weight" [id=922, type=nncf_model_const]; -"923 features/denseblock4/denselayer10/conv2/conv2d/0" [id=923, type=conv2d]; -"924 features/denseblock4/denselayer11/cat/0" [id=924, type=cat]; -"925 features.denseblock4.denselayer11.norm1.weight" [id=925, type=nncf_model_const]; -"926 features.denseblock4.denselayer11.norm1.bias" [id=926, type=nncf_model_const]; -"927 features.denseblock4.denselayer11.norm1.running_mean" [id=927, type=nncf_model_const]; -"928 features.denseblock4.denselayer11.norm1.running_var" [id=928, type=nncf_model_const]; -"929 features/denseblock4/denselayer11/norm1/batch_norm/0" [id=929, type=batch_norm]; -"930 features/denseblock4/denselayer11/relu1/relu_/0" [id=930, type=relu_]; -"931 features.denseblock4.denselayer11.conv1.weight" [id=931, type=nncf_model_const]; -"932 features/denseblock4/denselayer11/conv1/conv2d/0" [id=932, type=conv2d]; -"933 features.denseblock4.denselayer11.norm2.weight" [id=933, type=nncf_model_const]; -"934 features.denseblock4.denselayer11.norm2.bias" [id=934, type=nncf_model_const]; -"935 features.denseblock4.denselayer11.norm2.running_mean" [id=935, type=nncf_model_const]; -"936 features.denseblock4.denselayer11.norm2.running_var" [id=936, type=nncf_model_const]; -"937 features/denseblock4/denselayer11/norm2/batch_norm/0" [id=937, type=batch_norm]; -"938 features/denseblock4/denselayer11/relu2/relu_/0" [id=938, type=relu_]; -"939 features.denseblock4.denselayer11.conv2.weight" [id=939, type=nncf_model_const]; -"940 features/denseblock4/denselayer11/conv2/conv2d/0" [id=940, type=conv2d]; -"941 features/denseblock4/denselayer12/cat/0" [id=941, type=cat]; -"942 features.denseblock4.denselayer12.norm1.weight" [id=942, type=nncf_model_const]; -"943 features.denseblock4.denselayer12.norm1.bias" [id=943, type=nncf_model_const]; -"944 features.denseblock4.denselayer12.norm1.running_mean" [id=944, type=nncf_model_const]; -"945 features.denseblock4.denselayer12.norm1.running_var" [id=945, type=nncf_model_const]; -"946 features/denseblock4/denselayer12/norm1/batch_norm/0" [id=946, type=batch_norm]; -"947 features/denseblock4/denselayer12/relu1/relu_/0" [id=947, type=relu_]; -"948 features.denseblock4.denselayer12.conv1.weight" [id=948, type=nncf_model_const]; -"949 features/denseblock4/denselayer12/conv1/conv2d/0" [id=949, type=conv2d]; -"950 features.denseblock4.denselayer12.norm2.weight" [id=950, type=nncf_model_const]; -"951 features.denseblock4.denselayer12.norm2.bias" [id=951, type=nncf_model_const]; -"952 features.denseblock4.denselayer12.norm2.running_mean" [id=952, type=nncf_model_const]; -"953 features.denseblock4.denselayer12.norm2.running_var" [id=953, type=nncf_model_const]; -"954 features/denseblock4/denselayer12/norm2/batch_norm/0" [id=954, type=batch_norm]; -"955 features/denseblock4/denselayer12/relu2/relu_/0" [id=955, type=relu_]; -"956 features.denseblock4.denselayer12.conv2.weight" [id=956, type=nncf_model_const]; -"957 features/denseblock4/denselayer12/conv2/conv2d/0" [id=957, type=conv2d]; -"958 features/denseblock4/denselayer13/cat/0" [id=958, type=cat]; -"959 features.denseblock4.denselayer13.norm1.weight" [id=959, type=nncf_model_const]; -"960 features.denseblock4.denselayer13.norm1.bias" [id=960, type=nncf_model_const]; -"961 features.denseblock4.denselayer13.norm1.running_mean" [id=961, type=nncf_model_const]; -"962 features.denseblock4.denselayer13.norm1.running_var" [id=962, type=nncf_model_const]; -"963 features/denseblock4/denselayer13/norm1/batch_norm/0" [id=963, type=batch_norm]; -"964 features/denseblock4/denselayer13/relu1/relu_/0" [id=964, type=relu_]; -"965 features.denseblock4.denselayer13.conv1.weight" [id=965, type=nncf_model_const]; -"966 features/denseblock4/denselayer13/conv1/conv2d/0" [id=966, type=conv2d]; -"967 features.denseblock4.denselayer13.norm2.weight" [id=967, type=nncf_model_const]; -"968 features.denseblock4.denselayer13.norm2.bias" [id=968, type=nncf_model_const]; -"969 features.denseblock4.denselayer13.norm2.running_mean" [id=969, type=nncf_model_const]; -"970 features.denseblock4.denselayer13.norm2.running_var" [id=970, type=nncf_model_const]; -"971 features/denseblock4/denselayer13/norm2/batch_norm/0" [id=971, type=batch_norm]; -"972 features/denseblock4/denselayer13/relu2/relu_/0" [id=972, type=relu_]; -"973 features.denseblock4.denselayer13.conv2.weight" [id=973, type=nncf_model_const]; -"974 features/denseblock4/denselayer13/conv2/conv2d/0" [id=974, type=conv2d]; -"975 features/denseblock4/denselayer14/cat/0" [id=975, type=cat]; -"976 features.denseblock4.denselayer14.norm1.weight" [id=976, type=nncf_model_const]; -"977 features.denseblock4.denselayer14.norm1.bias" [id=977, type=nncf_model_const]; -"978 features.denseblock4.denselayer14.norm1.running_mean" [id=978, type=nncf_model_const]; -"979 features.denseblock4.denselayer14.norm1.running_var" [id=979, type=nncf_model_const]; -"980 features/denseblock4/denselayer14/norm1/batch_norm/0" [id=980, type=batch_norm]; -"981 features/denseblock4/denselayer14/relu1/relu_/0" [id=981, type=relu_]; -"982 features.denseblock4.denselayer14.conv1.weight" [id=982, type=nncf_model_const]; -"983 features/denseblock4/denselayer14/conv1/conv2d/0" [id=983, type=conv2d]; -"984 features.denseblock4.denselayer14.norm2.weight" [id=984, type=nncf_model_const]; -"985 features.denseblock4.denselayer14.norm2.bias" [id=985, type=nncf_model_const]; -"986 features.denseblock4.denselayer14.norm2.running_mean" [id=986, type=nncf_model_const]; -"987 features.denseblock4.denselayer14.norm2.running_var" [id=987, type=nncf_model_const]; -"988 features/denseblock4/denselayer14/norm2/batch_norm/0" [id=988, type=batch_norm]; -"989 features/denseblock4/denselayer14/relu2/relu_/0" [id=989, type=relu_]; -"990 features.denseblock4.denselayer14.conv2.weight" [id=990, type=nncf_model_const]; -"991 features/denseblock4/denselayer14/conv2/conv2d/0" [id=991, type=conv2d]; -"992 features/denseblock4/denselayer15/cat/0" [id=992, type=cat]; -"993 features.denseblock4.denselayer15.norm1.weight" [id=993, type=nncf_model_const]; -"994 features.denseblock4.denselayer15.norm1.bias" [id=994, type=nncf_model_const]; -"995 features.denseblock4.denselayer15.norm1.running_mean" [id=995, type=nncf_model_const]; -"996 features.denseblock4.denselayer15.norm1.running_var" [id=996, type=nncf_model_const]; -"997 features/denseblock4/denselayer15/norm1/batch_norm/0" [id=997, type=batch_norm]; -"998 features/denseblock4/denselayer15/relu1/relu_/0" [id=998, type=relu_]; -"999 features.denseblock4.denselayer15.conv1.weight" [id=999, type=nncf_model_const]; -"1000 features/denseblock4/denselayer15/conv1/conv2d/0" [id=1000, type=conv2d]; -"1001 features.denseblock4.denselayer15.norm2.weight" [id=1001, type=nncf_model_const]; -"1002 features.denseblock4.denselayer15.norm2.bias" [id=1002, type=nncf_model_const]; -"1003 features.denseblock4.denselayer15.norm2.running_mean" [id=1003, type=nncf_model_const]; -"1004 features.denseblock4.denselayer15.norm2.running_var" [id=1004, type=nncf_model_const]; -"1005 features/denseblock4/denselayer15/norm2/batch_norm/0" [id=1005, type=batch_norm]; -"1006 features/denseblock4/denselayer15/relu2/relu_/0" [id=1006, type=relu_]; -"1007 features.denseblock4.denselayer15.conv2.weight" [id=1007, type=nncf_model_const]; -"1008 features/denseblock4/denselayer15/conv2/conv2d/0" [id=1008, type=conv2d]; -"1009 features/denseblock4/denselayer16/cat/0" [id=1009, type=cat]; -"1010 features.denseblock4.denselayer16.norm1.weight" [id=1010, type=nncf_model_const]; -"1011 features.denseblock4.denselayer16.norm1.bias" [id=1011, type=nncf_model_const]; -"1012 features.denseblock4.denselayer16.norm1.running_mean" [id=1012, type=nncf_model_const]; -"1013 features.denseblock4.denselayer16.norm1.running_var" [id=1013, type=nncf_model_const]; -"1014 features/denseblock4/denselayer16/norm1/batch_norm/0" [id=1014, type=batch_norm]; -"1015 features/denseblock4/denselayer16/relu1/relu_/0" [id=1015, type=relu_]; -"1016 features.denseblock4.denselayer16.conv1.weight" [id=1016, type=nncf_model_const]; -"1017 features/denseblock4/denselayer16/conv1/conv2d/0" [id=1017, type=conv2d]; -"1018 features.denseblock4.denselayer16.norm2.weight" [id=1018, type=nncf_model_const]; -"1019 features.denseblock4.denselayer16.norm2.bias" [id=1019, type=nncf_model_const]; -"1020 features.denseblock4.denselayer16.norm2.running_mean" [id=1020, type=nncf_model_const]; -"1021 features.denseblock4.denselayer16.norm2.running_var" [id=1021, type=nncf_model_const]; -"1022 features/denseblock4/denselayer16/norm2/batch_norm/0" [id=1022, type=batch_norm]; -"1023 features/denseblock4/denselayer16/relu2/relu_/0" [id=1023, type=relu_]; -"1024 features.denseblock4.denselayer16.conv2.weight" [id=1024, type=nncf_model_const]; -"1025 features/denseblock4/denselayer16/conv2/conv2d/0" [id=1025, type=conv2d]; -"1026 features/denseblock4/cat/0" [id=1026, type=cat]; -"1027 features.norm5.weight" [id=1027, type=nncf_model_const]; -"1028 features.norm5.bias" [id=1028, type=nncf_model_const]; -"1029 features.norm5.running_mean" [id=1029, type=nncf_model_const]; -"1030 features.norm5.running_var" [id=1030, type=nncf_model_const]; -"1031 features/norm5/batch_norm/0" [id=1031, type=batch_norm]; -"1032 /relu_/0" [id=1032, type=relu_]; -"1033 /adaptive_avg_pool2d/0" [id=1033, type=adaptive_avg_pool2d]; -"1034 /flatten/0" [id=1034, type=flatten]; -"1035 classifier.weight" [id=1035, type=nncf_model_const]; -"1036 classifier.bias" [id=1036, type=nncf_model_const]; -"1037 classifier/linear/0" [id=1037, type=linear]; -"1038 output" [id=1038, type=nncf_model_output]; -"0 x" -> "2 features/conv0/conv2d/0" [label="(1, 3, 64, 64)", style=solid]; -"1 features.conv0.weight" -> "2 features/conv0/conv2d/0" [label="(64, 3, 7, 7)", style=solid]; -"2 features/conv0/conv2d/0" -> "7 features/norm0/batch_norm/0" [label="(1, 64, 32, 32)", style=solid]; -"3 features.norm0.weight" -> "7 features/norm0/batch_norm/0" [label="(64,)", style=solid]; -"4 features.norm0.bias" -> "7 features/norm0/batch_norm/0" [label="(64,)", style=solid]; -"5 features.norm0.running_mean" -> "7 features/norm0/batch_norm/0" [label="(64,)", style=solid]; -"6 features.norm0.running_var" -> "7 features/norm0/batch_norm/0" [label="(64,)", style=solid]; -"7 features/norm0/batch_norm/0" -> "8 features/relu0/relu_/0" [label="(1, 64, 32, 32)", style=solid]; -"8 features/relu0/relu_/0" -> "9 features/pool0/max_pool2d/0" [label="(1, 64, 32, 32)", style=solid]; -"9 features/pool0/max_pool2d/0" -> "10 features/denseblock1/denselayer1/cat/0" [label="(1, 64, 16, 16)", style=solid]; -"9 features/pool0/max_pool2d/0" -> "27 features/denseblock1/denselayer2/cat/0" [label="(1, 64, 16, 16)", style=solid]; -"9 features/pool0/max_pool2d/0" -> "44 features/denseblock1/denselayer3/cat/0" [label="(1, 64, 16, 16)", style=solid]; -"9 features/pool0/max_pool2d/0" -> "61 features/denseblock1/denselayer4/cat/0" [label="(1, 64, 16, 16)", style=solid]; -"9 features/pool0/max_pool2d/0" -> "78 features/denseblock1/denselayer5/cat/0" [label="(1, 64, 16, 16)", style=solid]; -"9 features/pool0/max_pool2d/0" -> "95 features/denseblock1/denselayer6/cat/0" [label="(1, 64, 16, 16)", style=solid]; -"9 features/pool0/max_pool2d/0" -> "112 features/denseblock1/cat/0" [label="(1, 64, 16, 16)", style=solid]; -"10 features/denseblock1/denselayer1/cat/0" -> "15 features/denseblock1/denselayer1/norm1/batch_norm/0" [label="(1, 64, 16, 16)", style=solid]; -"11 features.denseblock1.denselayer1.norm1.weight" -> "15 features/denseblock1/denselayer1/norm1/batch_norm/0" [label="(64,)", style=solid]; -"12 features.denseblock1.denselayer1.norm1.bias" -> "15 features/denseblock1/denselayer1/norm1/batch_norm/0" [label="(64,)", style=solid]; -"13 features.denseblock1.denselayer1.norm1.running_mean" -> "15 features/denseblock1/denselayer1/norm1/batch_norm/0" [label="(64,)", style=solid]; -"14 features.denseblock1.denselayer1.norm1.running_var" -> "15 features/denseblock1/denselayer1/norm1/batch_norm/0" [label="(64,)", style=solid]; -"15 features/denseblock1/denselayer1/norm1/batch_norm/0" -> "16 features/denseblock1/denselayer1/relu1/relu_/0" [label="(1, 64, 16, 16)", style=solid]; -"16 features/denseblock1/denselayer1/relu1/relu_/0" -> "18 features/denseblock1/denselayer1/conv1/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"17 features.denseblock1.denselayer1.conv1.weight" -> "18 features/denseblock1/denselayer1/conv1/conv2d/0" [label="(128, 64, 1, 1)", style=solid]; -"18 features/denseblock1/denselayer1/conv1/conv2d/0" -> "23 features/denseblock1/denselayer1/norm2/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"19 features.denseblock1.denselayer1.norm2.weight" -> "23 features/denseblock1/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"20 features.denseblock1.denselayer1.norm2.bias" -> "23 features/denseblock1/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"21 features.denseblock1.denselayer1.norm2.running_mean" -> "23 features/denseblock1/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"22 features.denseblock1.denselayer1.norm2.running_var" -> "23 features/denseblock1/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"23 features/denseblock1/denselayer1/norm2/batch_norm/0" -> "24 features/denseblock1/denselayer1/relu2/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"24 features/denseblock1/denselayer1/relu2/relu_/0" -> "26 features/denseblock1/denselayer1/conv2/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"25 features.denseblock1.denselayer1.conv2.weight" -> "26 features/denseblock1/denselayer1/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"26 features/denseblock1/denselayer1/conv2/conv2d/0" -> "27 features/denseblock1/denselayer2/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"26 features/denseblock1/denselayer1/conv2/conv2d/0" -> "44 features/denseblock1/denselayer3/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"26 features/denseblock1/denselayer1/conv2/conv2d/0" -> "61 features/denseblock1/denselayer4/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"26 features/denseblock1/denselayer1/conv2/conv2d/0" -> "78 features/denseblock1/denselayer5/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"26 features/denseblock1/denselayer1/conv2/conv2d/0" -> "95 features/denseblock1/denselayer6/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"26 features/denseblock1/denselayer1/conv2/conv2d/0" -> "112 features/denseblock1/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"27 features/denseblock1/denselayer2/cat/0" -> "32 features/denseblock1/denselayer2/norm1/batch_norm/0" [label="(1, 96, 16, 16)", style=solid]; -"28 features.denseblock1.denselayer2.norm1.weight" -> "32 features/denseblock1/denselayer2/norm1/batch_norm/0" [label="(96,)", style=solid]; -"29 features.denseblock1.denselayer2.norm1.bias" -> "32 features/denseblock1/denselayer2/norm1/batch_norm/0" [label="(96,)", style=solid]; -"30 features.denseblock1.denselayer2.norm1.running_mean" -> "32 features/denseblock1/denselayer2/norm1/batch_norm/0" [label="(96,)", style=solid]; -"31 features.denseblock1.denselayer2.norm1.running_var" -> "32 features/denseblock1/denselayer2/norm1/batch_norm/0" [label="(96,)", style=solid]; -"32 features/denseblock1/denselayer2/norm1/batch_norm/0" -> "33 features/denseblock1/denselayer2/relu1/relu_/0" [label="(1, 96, 16, 16)", style=solid]; -"33 features/denseblock1/denselayer2/relu1/relu_/0" -> "35 features/denseblock1/denselayer2/conv1/conv2d/0" [label="(1, 96, 16, 16)", style=solid]; -"34 features.denseblock1.denselayer2.conv1.weight" -> "35 features/denseblock1/denselayer2/conv1/conv2d/0" [label="(128, 96, 1, 1)", style=solid]; -"35 features/denseblock1/denselayer2/conv1/conv2d/0" -> "40 features/denseblock1/denselayer2/norm2/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"36 features.denseblock1.denselayer2.norm2.weight" -> "40 features/denseblock1/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"37 features.denseblock1.denselayer2.norm2.bias" -> "40 features/denseblock1/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"38 features.denseblock1.denselayer2.norm2.running_mean" -> "40 features/denseblock1/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"39 features.denseblock1.denselayer2.norm2.running_var" -> "40 features/denseblock1/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"40 features/denseblock1/denselayer2/norm2/batch_norm/0" -> "41 features/denseblock1/denselayer2/relu2/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"41 features/denseblock1/denselayer2/relu2/relu_/0" -> "43 features/denseblock1/denselayer2/conv2/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"42 features.denseblock1.denselayer2.conv2.weight" -> "43 features/denseblock1/denselayer2/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"43 features/denseblock1/denselayer2/conv2/conv2d/0" -> "44 features/denseblock1/denselayer3/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"43 features/denseblock1/denselayer2/conv2/conv2d/0" -> "61 features/denseblock1/denselayer4/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"43 features/denseblock1/denselayer2/conv2/conv2d/0" -> "78 features/denseblock1/denselayer5/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"43 features/denseblock1/denselayer2/conv2/conv2d/0" -> "95 features/denseblock1/denselayer6/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"43 features/denseblock1/denselayer2/conv2/conv2d/0" -> "112 features/denseblock1/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"44 features/denseblock1/denselayer3/cat/0" -> "49 features/denseblock1/denselayer3/norm1/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"45 features.denseblock1.denselayer3.norm1.weight" -> "49 features/denseblock1/denselayer3/norm1/batch_norm/0" [label="(128,)", style=solid]; -"46 features.denseblock1.denselayer3.norm1.bias" -> "49 features/denseblock1/denselayer3/norm1/batch_norm/0" [label="(128,)", style=solid]; -"47 features.denseblock1.denselayer3.norm1.running_mean" -> "49 features/denseblock1/denselayer3/norm1/batch_norm/0" [label="(128,)", style=solid]; -"48 features.denseblock1.denselayer3.norm1.running_var" -> "49 features/denseblock1/denselayer3/norm1/batch_norm/0" [label="(128,)", style=solid]; -"49 features/denseblock1/denselayer3/norm1/batch_norm/0" -> "50 features/denseblock1/denselayer3/relu1/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"50 features/denseblock1/denselayer3/relu1/relu_/0" -> "52 features/denseblock1/denselayer3/conv1/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"51 features.denseblock1.denselayer3.conv1.weight" -> "52 features/denseblock1/denselayer3/conv1/conv2d/0" [label="(128, 128, 1, 1)", style=solid]; -"52 features/denseblock1/denselayer3/conv1/conv2d/0" -> "57 features/denseblock1/denselayer3/norm2/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"53 features.denseblock1.denselayer3.norm2.weight" -> "57 features/denseblock1/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"54 features.denseblock1.denselayer3.norm2.bias" -> "57 features/denseblock1/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"55 features.denseblock1.denselayer3.norm2.running_mean" -> "57 features/denseblock1/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"56 features.denseblock1.denselayer3.norm2.running_var" -> "57 features/denseblock1/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"57 features/denseblock1/denselayer3/norm2/batch_norm/0" -> "58 features/denseblock1/denselayer3/relu2/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"58 features/denseblock1/denselayer3/relu2/relu_/0" -> "60 features/denseblock1/denselayer3/conv2/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"59 features.denseblock1.denselayer3.conv2.weight" -> "60 features/denseblock1/denselayer3/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"60 features/denseblock1/denselayer3/conv2/conv2d/0" -> "61 features/denseblock1/denselayer4/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"60 features/denseblock1/denselayer3/conv2/conv2d/0" -> "78 features/denseblock1/denselayer5/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"60 features/denseblock1/denselayer3/conv2/conv2d/0" -> "95 features/denseblock1/denselayer6/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"60 features/denseblock1/denselayer3/conv2/conv2d/0" -> "112 features/denseblock1/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"61 features/denseblock1/denselayer4/cat/0" -> "66 features/denseblock1/denselayer4/norm1/batch_norm/0" [label="(1, 160, 16, 16)", style=solid]; -"62 features.denseblock1.denselayer4.norm1.weight" -> "66 features/denseblock1/denselayer4/norm1/batch_norm/0" [label="(160,)", style=solid]; -"63 features.denseblock1.denselayer4.norm1.bias" -> "66 features/denseblock1/denselayer4/norm1/batch_norm/0" [label="(160,)", style=solid]; -"64 features.denseblock1.denselayer4.norm1.running_mean" -> "66 features/denseblock1/denselayer4/norm1/batch_norm/0" [label="(160,)", style=solid]; -"65 features.denseblock1.denselayer4.norm1.running_var" -> "66 features/denseblock1/denselayer4/norm1/batch_norm/0" [label="(160,)", style=solid]; -"66 features/denseblock1/denselayer4/norm1/batch_norm/0" -> "67 features/denseblock1/denselayer4/relu1/relu_/0" [label="(1, 160, 16, 16)", style=solid]; -"67 features/denseblock1/denselayer4/relu1/relu_/0" -> "69 features/denseblock1/denselayer4/conv1/conv2d/0" [label="(1, 160, 16, 16)", style=solid]; -"68 features.denseblock1.denselayer4.conv1.weight" -> "69 features/denseblock1/denselayer4/conv1/conv2d/0" [label="(128, 160, 1, 1)", style=solid]; -"69 features/denseblock1/denselayer4/conv1/conv2d/0" -> "74 features/denseblock1/denselayer4/norm2/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"70 features.denseblock1.denselayer4.norm2.weight" -> "74 features/denseblock1/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"71 features.denseblock1.denselayer4.norm2.bias" -> "74 features/denseblock1/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"72 features.denseblock1.denselayer4.norm2.running_mean" -> "74 features/denseblock1/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"73 features.denseblock1.denselayer4.norm2.running_var" -> "74 features/denseblock1/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"74 features/denseblock1/denselayer4/norm2/batch_norm/0" -> "75 features/denseblock1/denselayer4/relu2/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"75 features/denseblock1/denselayer4/relu2/relu_/0" -> "77 features/denseblock1/denselayer4/conv2/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"76 features.denseblock1.denselayer4.conv2.weight" -> "77 features/denseblock1/denselayer4/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"77 features/denseblock1/denselayer4/conv2/conv2d/0" -> "78 features/denseblock1/denselayer5/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"77 features/denseblock1/denselayer4/conv2/conv2d/0" -> "95 features/denseblock1/denselayer6/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"77 features/denseblock1/denselayer4/conv2/conv2d/0" -> "112 features/denseblock1/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"78 features/denseblock1/denselayer5/cat/0" -> "83 features/denseblock1/denselayer5/norm1/batch_norm/0" [label="(1, 192, 16, 16)", style=solid]; -"79 features.denseblock1.denselayer5.norm1.weight" -> "83 features/denseblock1/denselayer5/norm1/batch_norm/0" [label="(192,)", style=solid]; -"80 features.denseblock1.denselayer5.norm1.bias" -> "83 features/denseblock1/denselayer5/norm1/batch_norm/0" [label="(192,)", style=solid]; -"81 features.denseblock1.denselayer5.norm1.running_mean" -> "83 features/denseblock1/denselayer5/norm1/batch_norm/0" [label="(192,)", style=solid]; -"82 features.denseblock1.denselayer5.norm1.running_var" -> "83 features/denseblock1/denselayer5/norm1/batch_norm/0" [label="(192,)", style=solid]; -"83 features/denseblock1/denselayer5/norm1/batch_norm/0" -> "84 features/denseblock1/denselayer5/relu1/relu_/0" [label="(1, 192, 16, 16)", style=solid]; -"84 features/denseblock1/denselayer5/relu1/relu_/0" -> "86 features/denseblock1/denselayer5/conv1/conv2d/0" [label="(1, 192, 16, 16)", style=solid]; -"85 features.denseblock1.denselayer5.conv1.weight" -> "86 features/denseblock1/denselayer5/conv1/conv2d/0" [label="(128, 192, 1, 1)", style=solid]; -"86 features/denseblock1/denselayer5/conv1/conv2d/0" -> "91 features/denseblock1/denselayer5/norm2/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"87 features.denseblock1.denselayer5.norm2.weight" -> "91 features/denseblock1/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"88 features.denseblock1.denselayer5.norm2.bias" -> "91 features/denseblock1/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"89 features.denseblock1.denselayer5.norm2.running_mean" -> "91 features/denseblock1/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"90 features.denseblock1.denselayer5.norm2.running_var" -> "91 features/denseblock1/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"91 features/denseblock1/denselayer5/norm2/batch_norm/0" -> "92 features/denseblock1/denselayer5/relu2/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"92 features/denseblock1/denselayer5/relu2/relu_/0" -> "94 features/denseblock1/denselayer5/conv2/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"93 features.denseblock1.denselayer5.conv2.weight" -> "94 features/denseblock1/denselayer5/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"94 features/denseblock1/denselayer5/conv2/conv2d/0" -> "95 features/denseblock1/denselayer6/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"94 features/denseblock1/denselayer5/conv2/conv2d/0" -> "112 features/denseblock1/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"95 features/denseblock1/denselayer6/cat/0" -> "100 features/denseblock1/denselayer6/norm1/batch_norm/0" [label="(1, 224, 16, 16)", style=solid]; -"96 features.denseblock1.denselayer6.norm1.weight" -> "100 features/denseblock1/denselayer6/norm1/batch_norm/0" [label="(224,)", style=solid]; -"97 features.denseblock1.denselayer6.norm1.bias" -> "100 features/denseblock1/denselayer6/norm1/batch_norm/0" [label="(224,)", style=solid]; -"98 features.denseblock1.denselayer6.norm1.running_mean" -> "100 features/denseblock1/denselayer6/norm1/batch_norm/0" [label="(224,)", style=solid]; -"99 features.denseblock1.denselayer6.norm1.running_var" -> "100 features/denseblock1/denselayer6/norm1/batch_norm/0" [label="(224,)", style=solid]; -"100 features/denseblock1/denselayer6/norm1/batch_norm/0" -> "101 features/denseblock1/denselayer6/relu1/relu_/0" [label="(1, 224, 16, 16)", style=solid]; -"101 features/denseblock1/denselayer6/relu1/relu_/0" -> "103 features/denseblock1/denselayer6/conv1/conv2d/0" [label="(1, 224, 16, 16)", style=solid]; -"102 features.denseblock1.denselayer6.conv1.weight" -> "103 features/denseblock1/denselayer6/conv1/conv2d/0" [label="(128, 224, 1, 1)", style=solid]; -"103 features/denseblock1/denselayer6/conv1/conv2d/0" -> "108 features/denseblock1/denselayer6/norm2/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"104 features.denseblock1.denselayer6.norm2.weight" -> "108 features/denseblock1/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"105 features.denseblock1.denselayer6.norm2.bias" -> "108 features/denseblock1/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"106 features.denseblock1.denselayer6.norm2.running_mean" -> "108 features/denseblock1/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"107 features.denseblock1.denselayer6.norm2.running_var" -> "108 features/denseblock1/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"108 features/denseblock1/denselayer6/norm2/batch_norm/0" -> "109 features/denseblock1/denselayer6/relu2/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"109 features/denseblock1/denselayer6/relu2/relu_/0" -> "111 features/denseblock1/denselayer6/conv2/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"110 features.denseblock1.denselayer6.conv2.weight" -> "111 features/denseblock1/denselayer6/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"111 features/denseblock1/denselayer6/conv2/conv2d/0" -> "112 features/denseblock1/cat/0" [label="(1, 32, 16, 16)", style=solid]; -"112 features/denseblock1/cat/0" -> "117 features/transition1/norm/batch_norm/0" [label="(1, 256, 16, 16)", style=solid]; -"113 features.transition1.norm.weight" -> "117 features/transition1/norm/batch_norm/0" [label="(256,)", style=solid]; -"114 features.transition1.norm.bias" -> "117 features/transition1/norm/batch_norm/0" [label="(256,)", style=solid]; -"115 features.transition1.norm.running_mean" -> "117 features/transition1/norm/batch_norm/0" [label="(256,)", style=solid]; -"116 features.transition1.norm.running_var" -> "117 features/transition1/norm/batch_norm/0" [label="(256,)", style=solid]; -"117 features/transition1/norm/batch_norm/0" -> "118 features/transition1/relu/relu_/0" [label="(1, 256, 16, 16)", style=solid]; -"118 features/transition1/relu/relu_/0" -> "120 features/transition1/conv/conv2d/0" [label="(1, 256, 16, 16)", style=solid]; -"119 features.transition1.conv.weight" -> "120 features/transition1/conv/conv2d/0" [label="(128, 256, 1, 1)", style=solid]; -"120 features/transition1/conv/conv2d/0" -> "121 features/transition1/pool/avg_pool2d/0" [label="(1, 128, 16, 16)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "122 features/denseblock2/denselayer1/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "139 features/denseblock2/denselayer2/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "156 features/denseblock2/denselayer3/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "173 features/denseblock2/denselayer4/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "190 features/denseblock2/denselayer5/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "207 features/denseblock2/denselayer6/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "224 features/denseblock2/denselayer7/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "241 features/denseblock2/denselayer8/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "258 features/denseblock2/denselayer9/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"121 features/transition1/pool/avg_pool2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 128, 8, 8)", style=solid]; -"122 features/denseblock2/denselayer1/cat/0" -> "127 features/denseblock2/denselayer1/norm1/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"123 features.denseblock2.denselayer1.norm1.weight" -> "127 features/denseblock2/denselayer1/norm1/batch_norm/0" [label="(128,)", style=solid]; -"124 features.denseblock2.denselayer1.norm1.bias" -> "127 features/denseblock2/denselayer1/norm1/batch_norm/0" [label="(128,)", style=solid]; -"125 features.denseblock2.denselayer1.norm1.running_mean" -> "127 features/denseblock2/denselayer1/norm1/batch_norm/0" [label="(128,)", style=solid]; -"126 features.denseblock2.denselayer1.norm1.running_var" -> "127 features/denseblock2/denselayer1/norm1/batch_norm/0" [label="(128,)", style=solid]; -"127 features/denseblock2/denselayer1/norm1/batch_norm/0" -> "128 features/denseblock2/denselayer1/relu1/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"128 features/denseblock2/denselayer1/relu1/relu_/0" -> "130 features/denseblock2/denselayer1/conv1/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"129 features.denseblock2.denselayer1.conv1.weight" -> "130 features/denseblock2/denselayer1/conv1/conv2d/0" [label="(128, 128, 1, 1)", style=solid]; -"130 features/denseblock2/denselayer1/conv1/conv2d/0" -> "135 features/denseblock2/denselayer1/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"131 features.denseblock2.denselayer1.norm2.weight" -> "135 features/denseblock2/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"132 features.denseblock2.denselayer1.norm2.bias" -> "135 features/denseblock2/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"133 features.denseblock2.denselayer1.norm2.running_mean" -> "135 features/denseblock2/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"134 features.denseblock2.denselayer1.norm2.running_var" -> "135 features/denseblock2/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"135 features/denseblock2/denselayer1/norm2/batch_norm/0" -> "136 features/denseblock2/denselayer1/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"136 features/denseblock2/denselayer1/relu2/relu_/0" -> "138 features/denseblock2/denselayer1/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"137 features.denseblock2.denselayer1.conv2.weight" -> "138 features/denseblock2/denselayer1/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "139 features/denseblock2/denselayer2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "156 features/denseblock2/denselayer3/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "173 features/denseblock2/denselayer4/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "190 features/denseblock2/denselayer5/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "207 features/denseblock2/denselayer6/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "224 features/denseblock2/denselayer7/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "241 features/denseblock2/denselayer8/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "258 features/denseblock2/denselayer9/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"138 features/denseblock2/denselayer1/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"139 features/denseblock2/denselayer2/cat/0" -> "144 features/denseblock2/denselayer2/norm1/batch_norm/0" [label="(1, 160, 8, 8)", style=solid]; -"140 features.denseblock2.denselayer2.norm1.weight" -> "144 features/denseblock2/denselayer2/norm1/batch_norm/0" [label="(160,)", style=solid]; -"141 features.denseblock2.denselayer2.norm1.bias" -> "144 features/denseblock2/denselayer2/norm1/batch_norm/0" [label="(160,)", style=solid]; -"142 features.denseblock2.denselayer2.norm1.running_mean" -> "144 features/denseblock2/denselayer2/norm1/batch_norm/0" [label="(160,)", style=solid]; -"143 features.denseblock2.denselayer2.norm1.running_var" -> "144 features/denseblock2/denselayer2/norm1/batch_norm/0" [label="(160,)", style=solid]; -"144 features/denseblock2/denselayer2/norm1/batch_norm/0" -> "145 features/denseblock2/denselayer2/relu1/relu_/0" [label="(1, 160, 8, 8)", style=solid]; -"145 features/denseblock2/denselayer2/relu1/relu_/0" -> "147 features/denseblock2/denselayer2/conv1/conv2d/0" [label="(1, 160, 8, 8)", style=solid]; -"146 features.denseblock2.denselayer2.conv1.weight" -> "147 features/denseblock2/denselayer2/conv1/conv2d/0" [label="(128, 160, 1, 1)", style=solid]; -"147 features/denseblock2/denselayer2/conv1/conv2d/0" -> "152 features/denseblock2/denselayer2/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"148 features.denseblock2.denselayer2.norm2.weight" -> "152 features/denseblock2/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"149 features.denseblock2.denselayer2.norm2.bias" -> "152 features/denseblock2/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"150 features.denseblock2.denselayer2.norm2.running_mean" -> "152 features/denseblock2/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"151 features.denseblock2.denselayer2.norm2.running_var" -> "152 features/denseblock2/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"152 features/denseblock2/denselayer2/norm2/batch_norm/0" -> "153 features/denseblock2/denselayer2/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"153 features/denseblock2/denselayer2/relu2/relu_/0" -> "155 features/denseblock2/denselayer2/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"154 features.denseblock2.denselayer2.conv2.weight" -> "155 features/denseblock2/denselayer2/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "156 features/denseblock2/denselayer3/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "173 features/denseblock2/denselayer4/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "190 features/denseblock2/denselayer5/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "207 features/denseblock2/denselayer6/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "224 features/denseblock2/denselayer7/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "241 features/denseblock2/denselayer8/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "258 features/denseblock2/denselayer9/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"155 features/denseblock2/denselayer2/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"156 features/denseblock2/denselayer3/cat/0" -> "161 features/denseblock2/denselayer3/norm1/batch_norm/0" [label="(1, 192, 8, 8)", style=solid]; -"157 features.denseblock2.denselayer3.norm1.weight" -> "161 features/denseblock2/denselayer3/norm1/batch_norm/0" [label="(192,)", style=solid]; -"158 features.denseblock2.denselayer3.norm1.bias" -> "161 features/denseblock2/denselayer3/norm1/batch_norm/0" [label="(192,)", style=solid]; -"159 features.denseblock2.denselayer3.norm1.running_mean" -> "161 features/denseblock2/denselayer3/norm1/batch_norm/0" [label="(192,)", style=solid]; -"160 features.denseblock2.denselayer3.norm1.running_var" -> "161 features/denseblock2/denselayer3/norm1/batch_norm/0" [label="(192,)", style=solid]; -"161 features/denseblock2/denselayer3/norm1/batch_norm/0" -> "162 features/denseblock2/denselayer3/relu1/relu_/0" [label="(1, 192, 8, 8)", style=solid]; -"162 features/denseblock2/denselayer3/relu1/relu_/0" -> "164 features/denseblock2/denselayer3/conv1/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"163 features.denseblock2.denselayer3.conv1.weight" -> "164 features/denseblock2/denselayer3/conv1/conv2d/0" [label="(128, 192, 1, 1)", style=solid]; -"164 features/denseblock2/denselayer3/conv1/conv2d/0" -> "169 features/denseblock2/denselayer3/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"165 features.denseblock2.denselayer3.norm2.weight" -> "169 features/denseblock2/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"166 features.denseblock2.denselayer3.norm2.bias" -> "169 features/denseblock2/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"167 features.denseblock2.denselayer3.norm2.running_mean" -> "169 features/denseblock2/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"168 features.denseblock2.denselayer3.norm2.running_var" -> "169 features/denseblock2/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"169 features/denseblock2/denselayer3/norm2/batch_norm/0" -> "170 features/denseblock2/denselayer3/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"170 features/denseblock2/denselayer3/relu2/relu_/0" -> "172 features/denseblock2/denselayer3/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"171 features.denseblock2.denselayer3.conv2.weight" -> "172 features/denseblock2/denselayer3/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "173 features/denseblock2/denselayer4/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "190 features/denseblock2/denselayer5/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "207 features/denseblock2/denselayer6/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "224 features/denseblock2/denselayer7/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "241 features/denseblock2/denselayer8/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "258 features/denseblock2/denselayer9/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"172 features/denseblock2/denselayer3/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"173 features/denseblock2/denselayer4/cat/0" -> "178 features/denseblock2/denselayer4/norm1/batch_norm/0" [label="(1, 224, 8, 8)", style=solid]; -"174 features.denseblock2.denselayer4.norm1.weight" -> "178 features/denseblock2/denselayer4/norm1/batch_norm/0" [label="(224,)", style=solid]; -"175 features.denseblock2.denselayer4.norm1.bias" -> "178 features/denseblock2/denselayer4/norm1/batch_norm/0" [label="(224,)", style=solid]; -"176 features.denseblock2.denselayer4.norm1.running_mean" -> "178 features/denseblock2/denselayer4/norm1/batch_norm/0" [label="(224,)", style=solid]; -"177 features.denseblock2.denselayer4.norm1.running_var" -> "178 features/denseblock2/denselayer4/norm1/batch_norm/0" [label="(224,)", style=solid]; -"178 features/denseblock2/denselayer4/norm1/batch_norm/0" -> "179 features/denseblock2/denselayer4/relu1/relu_/0" [label="(1, 224, 8, 8)", style=solid]; -"179 features/denseblock2/denselayer4/relu1/relu_/0" -> "181 features/denseblock2/denselayer4/conv1/conv2d/0" [label="(1, 224, 8, 8)", style=solid]; -"180 features.denseblock2.denselayer4.conv1.weight" -> "181 features/denseblock2/denselayer4/conv1/conv2d/0" [label="(128, 224, 1, 1)", style=solid]; -"181 features/denseblock2/denselayer4/conv1/conv2d/0" -> "186 features/denseblock2/denselayer4/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"182 features.denseblock2.denselayer4.norm2.weight" -> "186 features/denseblock2/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"183 features.denseblock2.denselayer4.norm2.bias" -> "186 features/denseblock2/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"184 features.denseblock2.denselayer4.norm2.running_mean" -> "186 features/denseblock2/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"185 features.denseblock2.denselayer4.norm2.running_var" -> "186 features/denseblock2/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"186 features/denseblock2/denselayer4/norm2/batch_norm/0" -> "187 features/denseblock2/denselayer4/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"187 features/denseblock2/denselayer4/relu2/relu_/0" -> "189 features/denseblock2/denselayer4/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"188 features.denseblock2.denselayer4.conv2.weight" -> "189 features/denseblock2/denselayer4/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" -> "190 features/denseblock2/denselayer5/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" -> "207 features/denseblock2/denselayer6/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" -> "224 features/denseblock2/denselayer7/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" -> "241 features/denseblock2/denselayer8/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" -> "258 features/denseblock2/denselayer9/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"189 features/denseblock2/denselayer4/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"190 features/denseblock2/denselayer5/cat/0" -> "195 features/denseblock2/denselayer5/norm1/batch_norm/0" [label="(1, 256, 8, 8)", style=solid]; -"191 features.denseblock2.denselayer5.norm1.weight" -> "195 features/denseblock2/denselayer5/norm1/batch_norm/0" [label="(256,)", style=solid]; -"192 features.denseblock2.denselayer5.norm1.bias" -> "195 features/denseblock2/denselayer5/norm1/batch_norm/0" [label="(256,)", style=solid]; -"193 features.denseblock2.denselayer5.norm1.running_mean" -> "195 features/denseblock2/denselayer5/norm1/batch_norm/0" [label="(256,)", style=solid]; -"194 features.denseblock2.denselayer5.norm1.running_var" -> "195 features/denseblock2/denselayer5/norm1/batch_norm/0" [label="(256,)", style=solid]; -"195 features/denseblock2/denselayer5/norm1/batch_norm/0" -> "196 features/denseblock2/denselayer5/relu1/relu_/0" [label="(1, 256, 8, 8)", style=solid]; -"196 features/denseblock2/denselayer5/relu1/relu_/0" -> "198 features/denseblock2/denselayer5/conv1/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"197 features.denseblock2.denselayer5.conv1.weight" -> "198 features/denseblock2/denselayer5/conv1/conv2d/0" [label="(128, 256, 1, 1)", style=solid]; -"198 features/denseblock2/denselayer5/conv1/conv2d/0" -> "203 features/denseblock2/denselayer5/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"199 features.denseblock2.denselayer5.norm2.weight" -> "203 features/denseblock2/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"200 features.denseblock2.denselayer5.norm2.bias" -> "203 features/denseblock2/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"201 features.denseblock2.denselayer5.norm2.running_mean" -> "203 features/denseblock2/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"202 features.denseblock2.denselayer5.norm2.running_var" -> "203 features/denseblock2/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"203 features/denseblock2/denselayer5/norm2/batch_norm/0" -> "204 features/denseblock2/denselayer5/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"204 features/denseblock2/denselayer5/relu2/relu_/0" -> "206 features/denseblock2/denselayer5/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"205 features.denseblock2.denselayer5.conv2.weight" -> "206 features/denseblock2/denselayer5/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"206 features/denseblock2/denselayer5/conv2/conv2d/0" -> "207 features/denseblock2/denselayer6/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"206 features/denseblock2/denselayer5/conv2/conv2d/0" -> "224 features/denseblock2/denselayer7/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"206 features/denseblock2/denselayer5/conv2/conv2d/0" -> "241 features/denseblock2/denselayer8/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"206 features/denseblock2/denselayer5/conv2/conv2d/0" -> "258 features/denseblock2/denselayer9/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"206 features/denseblock2/denselayer5/conv2/conv2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"206 features/denseblock2/denselayer5/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"206 features/denseblock2/denselayer5/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"206 features/denseblock2/denselayer5/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"207 features/denseblock2/denselayer6/cat/0" -> "212 features/denseblock2/denselayer6/norm1/batch_norm/0" [label="(1, 288, 8, 8)", style=solid]; -"208 features.denseblock2.denselayer6.norm1.weight" -> "212 features/denseblock2/denselayer6/norm1/batch_norm/0" [label="(288,)", style=solid]; -"209 features.denseblock2.denselayer6.norm1.bias" -> "212 features/denseblock2/denselayer6/norm1/batch_norm/0" [label="(288,)", style=solid]; -"210 features.denseblock2.denselayer6.norm1.running_mean" -> "212 features/denseblock2/denselayer6/norm1/batch_norm/0" [label="(288,)", style=solid]; -"211 features.denseblock2.denselayer6.norm1.running_var" -> "212 features/denseblock2/denselayer6/norm1/batch_norm/0" [label="(288,)", style=solid]; -"212 features/denseblock2/denselayer6/norm1/batch_norm/0" -> "213 features/denseblock2/denselayer6/relu1/relu_/0" [label="(1, 288, 8, 8)", style=solid]; -"213 features/denseblock2/denselayer6/relu1/relu_/0" -> "215 features/denseblock2/denselayer6/conv1/conv2d/0" [label="(1, 288, 8, 8)", style=solid]; -"214 features.denseblock2.denselayer6.conv1.weight" -> "215 features/denseblock2/denselayer6/conv1/conv2d/0" [label="(128, 288, 1, 1)", style=solid]; -"215 features/denseblock2/denselayer6/conv1/conv2d/0" -> "220 features/denseblock2/denselayer6/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"216 features.denseblock2.denselayer6.norm2.weight" -> "220 features/denseblock2/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"217 features.denseblock2.denselayer6.norm2.bias" -> "220 features/denseblock2/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"218 features.denseblock2.denselayer6.norm2.running_mean" -> "220 features/denseblock2/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"219 features.denseblock2.denselayer6.norm2.running_var" -> "220 features/denseblock2/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"220 features/denseblock2/denselayer6/norm2/batch_norm/0" -> "221 features/denseblock2/denselayer6/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"221 features/denseblock2/denselayer6/relu2/relu_/0" -> "223 features/denseblock2/denselayer6/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"222 features.denseblock2.denselayer6.conv2.weight" -> "223 features/denseblock2/denselayer6/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"223 features/denseblock2/denselayer6/conv2/conv2d/0" -> "224 features/denseblock2/denselayer7/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"223 features/denseblock2/denselayer6/conv2/conv2d/0" -> "241 features/denseblock2/denselayer8/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"223 features/denseblock2/denselayer6/conv2/conv2d/0" -> "258 features/denseblock2/denselayer9/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"223 features/denseblock2/denselayer6/conv2/conv2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"223 features/denseblock2/denselayer6/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"223 features/denseblock2/denselayer6/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"223 features/denseblock2/denselayer6/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"224 features/denseblock2/denselayer7/cat/0" -> "229 features/denseblock2/denselayer7/norm1/batch_norm/0" [label="(1, 320, 8, 8)", style=solid]; -"225 features.denseblock2.denselayer7.norm1.weight" -> "229 features/denseblock2/denselayer7/norm1/batch_norm/0" [label="(320,)", style=solid]; -"226 features.denseblock2.denselayer7.norm1.bias" -> "229 features/denseblock2/denselayer7/norm1/batch_norm/0" [label="(320,)", style=solid]; -"227 features.denseblock2.denselayer7.norm1.running_mean" -> "229 features/denseblock2/denselayer7/norm1/batch_norm/0" [label="(320,)", style=solid]; -"228 features.denseblock2.denselayer7.norm1.running_var" -> "229 features/denseblock2/denselayer7/norm1/batch_norm/0" [label="(320,)", style=solid]; -"229 features/denseblock2/denselayer7/norm1/batch_norm/0" -> "230 features/denseblock2/denselayer7/relu1/relu_/0" [label="(1, 320, 8, 8)", style=solid]; -"230 features/denseblock2/denselayer7/relu1/relu_/0" -> "232 features/denseblock2/denselayer7/conv1/conv2d/0" [label="(1, 320, 8, 8)", style=solid]; -"231 features.denseblock2.denselayer7.conv1.weight" -> "232 features/denseblock2/denselayer7/conv1/conv2d/0" [label="(128, 320, 1, 1)", style=solid]; -"232 features/denseblock2/denselayer7/conv1/conv2d/0" -> "237 features/denseblock2/denselayer7/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"233 features.denseblock2.denselayer7.norm2.weight" -> "237 features/denseblock2/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"234 features.denseblock2.denselayer7.norm2.bias" -> "237 features/denseblock2/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"235 features.denseblock2.denselayer7.norm2.running_mean" -> "237 features/denseblock2/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"236 features.denseblock2.denselayer7.norm2.running_var" -> "237 features/denseblock2/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"237 features/denseblock2/denselayer7/norm2/batch_norm/0" -> "238 features/denseblock2/denselayer7/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"238 features/denseblock2/denselayer7/relu2/relu_/0" -> "240 features/denseblock2/denselayer7/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"239 features.denseblock2.denselayer7.conv2.weight" -> "240 features/denseblock2/denselayer7/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"240 features/denseblock2/denselayer7/conv2/conv2d/0" -> "241 features/denseblock2/denselayer8/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"240 features/denseblock2/denselayer7/conv2/conv2d/0" -> "258 features/denseblock2/denselayer9/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"240 features/denseblock2/denselayer7/conv2/conv2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"240 features/denseblock2/denselayer7/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"240 features/denseblock2/denselayer7/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"240 features/denseblock2/denselayer7/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"241 features/denseblock2/denselayer8/cat/0" -> "246 features/denseblock2/denselayer8/norm1/batch_norm/0" [label="(1, 352, 8, 8)", style=solid]; -"242 features.denseblock2.denselayer8.norm1.weight" -> "246 features/denseblock2/denselayer8/norm1/batch_norm/0" [label="(352,)", style=solid]; -"243 features.denseblock2.denselayer8.norm1.bias" -> "246 features/denseblock2/denselayer8/norm1/batch_norm/0" [label="(352,)", style=solid]; -"244 features.denseblock2.denselayer8.norm1.running_mean" -> "246 features/denseblock2/denselayer8/norm1/batch_norm/0" [label="(352,)", style=solid]; -"245 features.denseblock2.denselayer8.norm1.running_var" -> "246 features/denseblock2/denselayer8/norm1/batch_norm/0" [label="(352,)", style=solid]; -"246 features/denseblock2/denselayer8/norm1/batch_norm/0" -> "247 features/denseblock2/denselayer8/relu1/relu_/0" [label="(1, 352, 8, 8)", style=solid]; -"247 features/denseblock2/denselayer8/relu1/relu_/0" -> "249 features/denseblock2/denselayer8/conv1/conv2d/0" [label="(1, 352, 8, 8)", style=solid]; -"248 features.denseblock2.denselayer8.conv1.weight" -> "249 features/denseblock2/denselayer8/conv1/conv2d/0" [label="(128, 352, 1, 1)", style=solid]; -"249 features/denseblock2/denselayer8/conv1/conv2d/0" -> "254 features/denseblock2/denselayer8/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"250 features.denseblock2.denselayer8.norm2.weight" -> "254 features/denseblock2/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"251 features.denseblock2.denselayer8.norm2.bias" -> "254 features/denseblock2/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"252 features.denseblock2.denselayer8.norm2.running_mean" -> "254 features/denseblock2/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"253 features.denseblock2.denselayer8.norm2.running_var" -> "254 features/denseblock2/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"254 features/denseblock2/denselayer8/norm2/batch_norm/0" -> "255 features/denseblock2/denselayer8/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"255 features/denseblock2/denselayer8/relu2/relu_/0" -> "257 features/denseblock2/denselayer8/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"256 features.denseblock2.denselayer8.conv2.weight" -> "257 features/denseblock2/denselayer8/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"257 features/denseblock2/denselayer8/conv2/conv2d/0" -> "258 features/denseblock2/denselayer9/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"257 features/denseblock2/denselayer8/conv2/conv2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"257 features/denseblock2/denselayer8/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"257 features/denseblock2/denselayer8/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"257 features/denseblock2/denselayer8/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"258 features/denseblock2/denselayer9/cat/0" -> "263 features/denseblock2/denselayer9/norm1/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"259 features.denseblock2.denselayer9.norm1.weight" -> "263 features/denseblock2/denselayer9/norm1/batch_norm/0" [label="(384,)", style=solid]; -"260 features.denseblock2.denselayer9.norm1.bias" -> "263 features/denseblock2/denselayer9/norm1/batch_norm/0" [label="(384,)", style=solid]; -"261 features.denseblock2.denselayer9.norm1.running_mean" -> "263 features/denseblock2/denselayer9/norm1/batch_norm/0" [label="(384,)", style=solid]; -"262 features.denseblock2.denselayer9.norm1.running_var" -> "263 features/denseblock2/denselayer9/norm1/batch_norm/0" [label="(384,)", style=solid]; -"263 features/denseblock2/denselayer9/norm1/batch_norm/0" -> "264 features/denseblock2/denselayer9/relu1/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"264 features/denseblock2/denselayer9/relu1/relu_/0" -> "266 features/denseblock2/denselayer9/conv1/conv2d/0" [label="(1, 384, 8, 8)", style=solid]; -"265 features.denseblock2.denselayer9.conv1.weight" -> "266 features/denseblock2/denselayer9/conv1/conv2d/0" [label="(128, 384, 1, 1)", style=solid]; -"266 features/denseblock2/denselayer9/conv1/conv2d/0" -> "271 features/denseblock2/denselayer9/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"267 features.denseblock2.denselayer9.norm2.weight" -> "271 features/denseblock2/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"268 features.denseblock2.denselayer9.norm2.bias" -> "271 features/denseblock2/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"269 features.denseblock2.denselayer9.norm2.running_mean" -> "271 features/denseblock2/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"270 features.denseblock2.denselayer9.norm2.running_var" -> "271 features/denseblock2/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"271 features/denseblock2/denselayer9/norm2/batch_norm/0" -> "272 features/denseblock2/denselayer9/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"272 features/denseblock2/denselayer9/relu2/relu_/0" -> "274 features/denseblock2/denselayer9/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"273 features.denseblock2.denselayer9.conv2.weight" -> "274 features/denseblock2/denselayer9/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"274 features/denseblock2/denselayer9/conv2/conv2d/0" -> "275 features/denseblock2/denselayer10/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"274 features/denseblock2/denselayer9/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"274 features/denseblock2/denselayer9/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"274 features/denseblock2/denselayer9/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"275 features/denseblock2/denselayer10/cat/0" -> "280 features/denseblock2/denselayer10/norm1/batch_norm/0" [label="(1, 416, 8, 8)", style=solid]; -"276 features.denseblock2.denselayer10.norm1.weight" -> "280 features/denseblock2/denselayer10/norm1/batch_norm/0" [label="(416,)", style=solid]; -"277 features.denseblock2.denselayer10.norm1.bias" -> "280 features/denseblock2/denselayer10/norm1/batch_norm/0" [label="(416,)", style=solid]; -"278 features.denseblock2.denselayer10.norm1.running_mean" -> "280 features/denseblock2/denselayer10/norm1/batch_norm/0" [label="(416,)", style=solid]; -"279 features.denseblock2.denselayer10.norm1.running_var" -> "280 features/denseblock2/denselayer10/norm1/batch_norm/0" [label="(416,)", style=solid]; -"280 features/denseblock2/denselayer10/norm1/batch_norm/0" -> "281 features/denseblock2/denselayer10/relu1/relu_/0" [label="(1, 416, 8, 8)", style=solid]; -"281 features/denseblock2/denselayer10/relu1/relu_/0" -> "283 features/denseblock2/denselayer10/conv1/conv2d/0" [label="(1, 416, 8, 8)", style=solid]; -"282 features.denseblock2.denselayer10.conv1.weight" -> "283 features/denseblock2/denselayer10/conv1/conv2d/0" [label="(128, 416, 1, 1)", style=solid]; -"283 features/denseblock2/denselayer10/conv1/conv2d/0" -> "288 features/denseblock2/denselayer10/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"284 features.denseblock2.denselayer10.norm2.weight" -> "288 features/denseblock2/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"285 features.denseblock2.denselayer10.norm2.bias" -> "288 features/denseblock2/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"286 features.denseblock2.denselayer10.norm2.running_mean" -> "288 features/denseblock2/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"287 features.denseblock2.denselayer10.norm2.running_var" -> "288 features/denseblock2/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"288 features/denseblock2/denselayer10/norm2/batch_norm/0" -> "289 features/denseblock2/denselayer10/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"289 features/denseblock2/denselayer10/relu2/relu_/0" -> "291 features/denseblock2/denselayer10/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"290 features.denseblock2.denselayer10.conv2.weight" -> "291 features/denseblock2/denselayer10/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"291 features/denseblock2/denselayer10/conv2/conv2d/0" -> "292 features/denseblock2/denselayer11/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"291 features/denseblock2/denselayer10/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"291 features/denseblock2/denselayer10/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"292 features/denseblock2/denselayer11/cat/0" -> "297 features/denseblock2/denselayer11/norm1/batch_norm/0" [label="(1, 448, 8, 8)", style=solid]; -"293 features.denseblock2.denselayer11.norm1.weight" -> "297 features/denseblock2/denselayer11/norm1/batch_norm/0" [label="(448,)", style=solid]; -"294 features.denseblock2.denselayer11.norm1.bias" -> "297 features/denseblock2/denselayer11/norm1/batch_norm/0" [label="(448,)", style=solid]; -"295 features.denseblock2.denselayer11.norm1.running_mean" -> "297 features/denseblock2/denselayer11/norm1/batch_norm/0" [label="(448,)", style=solid]; -"296 features.denseblock2.denselayer11.norm1.running_var" -> "297 features/denseblock2/denselayer11/norm1/batch_norm/0" [label="(448,)", style=solid]; -"297 features/denseblock2/denselayer11/norm1/batch_norm/0" -> "298 features/denseblock2/denselayer11/relu1/relu_/0" [label="(1, 448, 8, 8)", style=solid]; -"298 features/denseblock2/denselayer11/relu1/relu_/0" -> "300 features/denseblock2/denselayer11/conv1/conv2d/0" [label="(1, 448, 8, 8)", style=solid]; -"299 features.denseblock2.denselayer11.conv1.weight" -> "300 features/denseblock2/denselayer11/conv1/conv2d/0" [label="(128, 448, 1, 1)", style=solid]; -"300 features/denseblock2/denselayer11/conv1/conv2d/0" -> "305 features/denseblock2/denselayer11/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"301 features.denseblock2.denselayer11.norm2.weight" -> "305 features/denseblock2/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"302 features.denseblock2.denselayer11.norm2.bias" -> "305 features/denseblock2/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"303 features.denseblock2.denselayer11.norm2.running_mean" -> "305 features/denseblock2/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"304 features.denseblock2.denselayer11.norm2.running_var" -> "305 features/denseblock2/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"305 features/denseblock2/denselayer11/norm2/batch_norm/0" -> "306 features/denseblock2/denselayer11/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"306 features/denseblock2/denselayer11/relu2/relu_/0" -> "308 features/denseblock2/denselayer11/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"307 features.denseblock2.denselayer11.conv2.weight" -> "308 features/denseblock2/denselayer11/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"308 features/denseblock2/denselayer11/conv2/conv2d/0" -> "309 features/denseblock2/denselayer12/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"308 features/denseblock2/denselayer11/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"309 features/denseblock2/denselayer12/cat/0" -> "314 features/denseblock2/denselayer12/norm1/batch_norm/0" [label="(1, 480, 8, 8)", style=solid]; -"310 features.denseblock2.denselayer12.norm1.weight" -> "314 features/denseblock2/denselayer12/norm1/batch_norm/0" [label="(480,)", style=solid]; -"311 features.denseblock2.denselayer12.norm1.bias" -> "314 features/denseblock2/denselayer12/norm1/batch_norm/0" [label="(480,)", style=solid]; -"312 features.denseblock2.denselayer12.norm1.running_mean" -> "314 features/denseblock2/denselayer12/norm1/batch_norm/0" [label="(480,)", style=solid]; -"313 features.denseblock2.denselayer12.norm1.running_var" -> "314 features/denseblock2/denselayer12/norm1/batch_norm/0" [label="(480,)", style=solid]; -"314 features/denseblock2/denselayer12/norm1/batch_norm/0" -> "315 features/denseblock2/denselayer12/relu1/relu_/0" [label="(1, 480, 8, 8)", style=solid]; -"315 features/denseblock2/denselayer12/relu1/relu_/0" -> "317 features/denseblock2/denselayer12/conv1/conv2d/0" [label="(1, 480, 8, 8)", style=solid]; -"316 features.denseblock2.denselayer12.conv1.weight" -> "317 features/denseblock2/denselayer12/conv1/conv2d/0" [label="(128, 480, 1, 1)", style=solid]; -"317 features/denseblock2/denselayer12/conv1/conv2d/0" -> "322 features/denseblock2/denselayer12/norm2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"318 features.denseblock2.denselayer12.norm2.weight" -> "322 features/denseblock2/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"319 features.denseblock2.denselayer12.norm2.bias" -> "322 features/denseblock2/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"320 features.denseblock2.denselayer12.norm2.running_mean" -> "322 features/denseblock2/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"321 features.denseblock2.denselayer12.norm2.running_var" -> "322 features/denseblock2/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"322 features/denseblock2/denselayer12/norm2/batch_norm/0" -> "323 features/denseblock2/denselayer12/relu2/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"323 features/denseblock2/denselayer12/relu2/relu_/0" -> "325 features/denseblock2/denselayer12/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"324 features.denseblock2.denselayer12.conv2.weight" -> "325 features/denseblock2/denselayer12/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"325 features/denseblock2/denselayer12/conv2/conv2d/0" -> "326 features/denseblock2/cat/0" [label="(1, 32, 8, 8)", style=solid]; -"326 features/denseblock2/cat/0" -> "331 features/transition2/norm/batch_norm/0" [label="(1, 512, 8, 8)", style=solid]; -"327 features.transition2.norm.weight" -> "331 features/transition2/norm/batch_norm/0" [label="(512,)", style=solid]; -"328 features.transition2.norm.bias" -> "331 features/transition2/norm/batch_norm/0" [label="(512,)", style=solid]; -"329 features.transition2.norm.running_mean" -> "331 features/transition2/norm/batch_norm/0" [label="(512,)", style=solid]; -"330 features.transition2.norm.running_var" -> "331 features/transition2/norm/batch_norm/0" [label="(512,)", style=solid]; -"331 features/transition2/norm/batch_norm/0" -> "332 features/transition2/relu/relu_/0" [label="(1, 512, 8, 8)", style=solid]; -"332 features/transition2/relu/relu_/0" -> "334 features/transition2/conv/conv2d/0" [label="(1, 512, 8, 8)", style=solid]; -"333 features.transition2.conv.weight" -> "334 features/transition2/conv/conv2d/0" [label="(256, 512, 1, 1)", style=solid]; -"334 features/transition2/conv/conv2d/0" -> "335 features/transition2/pool/avg_pool2d/0" [label="(1, 256, 8, 8)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "336 features/denseblock3/denselayer1/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "353 features/denseblock3/denselayer2/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "370 features/denseblock3/denselayer3/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "387 features/denseblock3/denselayer4/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "404 features/denseblock3/denselayer5/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "421 features/denseblock3/denselayer6/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "438 features/denseblock3/denselayer7/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "455 features/denseblock3/denselayer8/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "472 features/denseblock3/denselayer9/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"335 features/transition2/pool/avg_pool2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 256, 4, 4)", style=solid]; -"336 features/denseblock3/denselayer1/cat/0" -> "341 features/denseblock3/denselayer1/norm1/batch_norm/0" [label="(1, 256, 4, 4)", style=solid]; -"337 features.denseblock3.denselayer1.norm1.weight" -> "341 features/denseblock3/denselayer1/norm1/batch_norm/0" [label="(256,)", style=solid]; -"338 features.denseblock3.denselayer1.norm1.bias" -> "341 features/denseblock3/denselayer1/norm1/batch_norm/0" [label="(256,)", style=solid]; -"339 features.denseblock3.denselayer1.norm1.running_mean" -> "341 features/denseblock3/denselayer1/norm1/batch_norm/0" [label="(256,)", style=solid]; -"340 features.denseblock3.denselayer1.norm1.running_var" -> "341 features/denseblock3/denselayer1/norm1/batch_norm/0" [label="(256,)", style=solid]; -"341 features/denseblock3/denselayer1/norm1/batch_norm/0" -> "342 features/denseblock3/denselayer1/relu1/relu_/0" [label="(1, 256, 4, 4)", style=solid]; -"342 features/denseblock3/denselayer1/relu1/relu_/0" -> "344 features/denseblock3/denselayer1/conv1/conv2d/0" [label="(1, 256, 4, 4)", style=solid]; -"343 features.denseblock3.denselayer1.conv1.weight" -> "344 features/denseblock3/denselayer1/conv1/conv2d/0" [label="(128, 256, 1, 1)", style=solid]; -"344 features/denseblock3/denselayer1/conv1/conv2d/0" -> "349 features/denseblock3/denselayer1/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"345 features.denseblock3.denselayer1.norm2.weight" -> "349 features/denseblock3/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"346 features.denseblock3.denselayer1.norm2.bias" -> "349 features/denseblock3/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"347 features.denseblock3.denselayer1.norm2.running_mean" -> "349 features/denseblock3/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"348 features.denseblock3.denselayer1.norm2.running_var" -> "349 features/denseblock3/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"349 features/denseblock3/denselayer1/norm2/batch_norm/0" -> "350 features/denseblock3/denselayer1/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"350 features/denseblock3/denselayer1/relu2/relu_/0" -> "352 features/denseblock3/denselayer1/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"351 features.denseblock3.denselayer1.conv2.weight" -> "352 features/denseblock3/denselayer1/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "353 features/denseblock3/denselayer2/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "370 features/denseblock3/denselayer3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "387 features/denseblock3/denselayer4/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "404 features/denseblock3/denselayer5/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "421 features/denseblock3/denselayer6/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "438 features/denseblock3/denselayer7/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "455 features/denseblock3/denselayer8/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "472 features/denseblock3/denselayer9/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"352 features/denseblock3/denselayer1/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"353 features/denseblock3/denselayer2/cat/0" -> "358 features/denseblock3/denselayer2/norm1/batch_norm/0" [label="(1, 288, 4, 4)", style=solid]; -"354 features.denseblock3.denselayer2.norm1.weight" -> "358 features/denseblock3/denselayer2/norm1/batch_norm/0" [label="(288,)", style=solid]; -"355 features.denseblock3.denselayer2.norm1.bias" -> "358 features/denseblock3/denselayer2/norm1/batch_norm/0" [label="(288,)", style=solid]; -"356 features.denseblock3.denselayer2.norm1.running_mean" -> "358 features/denseblock3/denselayer2/norm1/batch_norm/0" [label="(288,)", style=solid]; -"357 features.denseblock3.denselayer2.norm1.running_var" -> "358 features/denseblock3/denselayer2/norm1/batch_norm/0" [label="(288,)", style=solid]; -"358 features/denseblock3/denselayer2/norm1/batch_norm/0" -> "359 features/denseblock3/denselayer2/relu1/relu_/0" [label="(1, 288, 4, 4)", style=solid]; -"359 features/denseblock3/denselayer2/relu1/relu_/0" -> "361 features/denseblock3/denselayer2/conv1/conv2d/0" [label="(1, 288, 4, 4)", style=solid]; -"360 features.denseblock3.denselayer2.conv1.weight" -> "361 features/denseblock3/denselayer2/conv1/conv2d/0" [label="(128, 288, 1, 1)", style=solid]; -"361 features/denseblock3/denselayer2/conv1/conv2d/0" -> "366 features/denseblock3/denselayer2/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"362 features.denseblock3.denselayer2.norm2.weight" -> "366 features/denseblock3/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"363 features.denseblock3.denselayer2.norm2.bias" -> "366 features/denseblock3/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"364 features.denseblock3.denselayer2.norm2.running_mean" -> "366 features/denseblock3/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"365 features.denseblock3.denselayer2.norm2.running_var" -> "366 features/denseblock3/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"366 features/denseblock3/denselayer2/norm2/batch_norm/0" -> "367 features/denseblock3/denselayer2/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"367 features/denseblock3/denselayer2/relu2/relu_/0" -> "369 features/denseblock3/denselayer2/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"368 features.denseblock3.denselayer2.conv2.weight" -> "369 features/denseblock3/denselayer2/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "370 features/denseblock3/denselayer3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "387 features/denseblock3/denselayer4/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "404 features/denseblock3/denselayer5/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "421 features/denseblock3/denselayer6/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "438 features/denseblock3/denselayer7/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "455 features/denseblock3/denselayer8/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "472 features/denseblock3/denselayer9/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"369 features/denseblock3/denselayer2/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"370 features/denseblock3/denselayer3/cat/0" -> "375 features/denseblock3/denselayer3/norm1/batch_norm/0" [label="(1, 320, 4, 4)", style=solid]; -"371 features.denseblock3.denselayer3.norm1.weight" -> "375 features/denseblock3/denselayer3/norm1/batch_norm/0" [label="(320,)", style=solid]; -"372 features.denseblock3.denselayer3.norm1.bias" -> "375 features/denseblock3/denselayer3/norm1/batch_norm/0" [label="(320,)", style=solid]; -"373 features.denseblock3.denselayer3.norm1.running_mean" -> "375 features/denseblock3/denselayer3/norm1/batch_norm/0" [label="(320,)", style=solid]; -"374 features.denseblock3.denselayer3.norm1.running_var" -> "375 features/denseblock3/denselayer3/norm1/batch_norm/0" [label="(320,)", style=solid]; -"375 features/denseblock3/denselayer3/norm1/batch_norm/0" -> "376 features/denseblock3/denselayer3/relu1/relu_/0" [label="(1, 320, 4, 4)", style=solid]; -"376 features/denseblock3/denselayer3/relu1/relu_/0" -> "378 features/denseblock3/denselayer3/conv1/conv2d/0" [label="(1, 320, 4, 4)", style=solid]; -"377 features.denseblock3.denselayer3.conv1.weight" -> "378 features/denseblock3/denselayer3/conv1/conv2d/0" [label="(128, 320, 1, 1)", style=solid]; -"378 features/denseblock3/denselayer3/conv1/conv2d/0" -> "383 features/denseblock3/denselayer3/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"379 features.denseblock3.denselayer3.norm2.weight" -> "383 features/denseblock3/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"380 features.denseblock3.denselayer3.norm2.bias" -> "383 features/denseblock3/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"381 features.denseblock3.denselayer3.norm2.running_mean" -> "383 features/denseblock3/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"382 features.denseblock3.denselayer3.norm2.running_var" -> "383 features/denseblock3/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"383 features/denseblock3/denselayer3/norm2/batch_norm/0" -> "384 features/denseblock3/denselayer3/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"384 features/denseblock3/denselayer3/relu2/relu_/0" -> "386 features/denseblock3/denselayer3/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"385 features.denseblock3.denselayer3.conv2.weight" -> "386 features/denseblock3/denselayer3/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "387 features/denseblock3/denselayer4/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "404 features/denseblock3/denselayer5/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "421 features/denseblock3/denselayer6/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "438 features/denseblock3/denselayer7/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "455 features/denseblock3/denselayer8/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "472 features/denseblock3/denselayer9/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"386 features/denseblock3/denselayer3/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"387 features/denseblock3/denselayer4/cat/0" -> "392 features/denseblock3/denselayer4/norm1/batch_norm/0" [label="(1, 352, 4, 4)", style=solid]; -"388 features.denseblock3.denselayer4.norm1.weight" -> "392 features/denseblock3/denselayer4/norm1/batch_norm/0" [label="(352,)", style=solid]; -"389 features.denseblock3.denselayer4.norm1.bias" -> "392 features/denseblock3/denselayer4/norm1/batch_norm/0" [label="(352,)", style=solid]; -"390 features.denseblock3.denselayer4.norm1.running_mean" -> "392 features/denseblock3/denselayer4/norm1/batch_norm/0" [label="(352,)", style=solid]; -"391 features.denseblock3.denselayer4.norm1.running_var" -> "392 features/denseblock3/denselayer4/norm1/batch_norm/0" [label="(352,)", style=solid]; -"392 features/denseblock3/denselayer4/norm1/batch_norm/0" -> "393 features/denseblock3/denselayer4/relu1/relu_/0" [label="(1, 352, 4, 4)", style=solid]; -"393 features/denseblock3/denselayer4/relu1/relu_/0" -> "395 features/denseblock3/denselayer4/conv1/conv2d/0" [label="(1, 352, 4, 4)", style=solid]; -"394 features.denseblock3.denselayer4.conv1.weight" -> "395 features/denseblock3/denselayer4/conv1/conv2d/0" [label="(128, 352, 1, 1)", style=solid]; -"395 features/denseblock3/denselayer4/conv1/conv2d/0" -> "400 features/denseblock3/denselayer4/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"396 features.denseblock3.denselayer4.norm2.weight" -> "400 features/denseblock3/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"397 features.denseblock3.denselayer4.norm2.bias" -> "400 features/denseblock3/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"398 features.denseblock3.denselayer4.norm2.running_mean" -> "400 features/denseblock3/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"399 features.denseblock3.denselayer4.norm2.running_var" -> "400 features/denseblock3/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"400 features/denseblock3/denselayer4/norm2/batch_norm/0" -> "401 features/denseblock3/denselayer4/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"401 features/denseblock3/denselayer4/relu2/relu_/0" -> "403 features/denseblock3/denselayer4/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"402 features.denseblock3.denselayer4.conv2.weight" -> "403 features/denseblock3/denselayer4/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "404 features/denseblock3/denselayer5/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "421 features/denseblock3/denselayer6/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "438 features/denseblock3/denselayer7/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "455 features/denseblock3/denselayer8/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "472 features/denseblock3/denselayer9/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"403 features/denseblock3/denselayer4/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"404 features/denseblock3/denselayer5/cat/0" -> "409 features/denseblock3/denselayer5/norm1/batch_norm/0" [label="(1, 384, 4, 4)", style=solid]; -"405 features.denseblock3.denselayer5.norm1.weight" -> "409 features/denseblock3/denselayer5/norm1/batch_norm/0" [label="(384,)", style=solid]; -"406 features.denseblock3.denselayer5.norm1.bias" -> "409 features/denseblock3/denselayer5/norm1/batch_norm/0" [label="(384,)", style=solid]; -"407 features.denseblock3.denselayer5.norm1.running_mean" -> "409 features/denseblock3/denselayer5/norm1/batch_norm/0" [label="(384,)", style=solid]; -"408 features.denseblock3.denselayer5.norm1.running_var" -> "409 features/denseblock3/denselayer5/norm1/batch_norm/0" [label="(384,)", style=solid]; -"409 features/denseblock3/denselayer5/norm1/batch_norm/0" -> "410 features/denseblock3/denselayer5/relu1/relu_/0" [label="(1, 384, 4, 4)", style=solid]; -"410 features/denseblock3/denselayer5/relu1/relu_/0" -> "412 features/denseblock3/denselayer5/conv1/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"411 features.denseblock3.denselayer5.conv1.weight" -> "412 features/denseblock3/denselayer5/conv1/conv2d/0" [label="(128, 384, 1, 1)", style=solid]; -"412 features/denseblock3/denselayer5/conv1/conv2d/0" -> "417 features/denseblock3/denselayer5/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"413 features.denseblock3.denselayer5.norm2.weight" -> "417 features/denseblock3/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"414 features.denseblock3.denselayer5.norm2.bias" -> "417 features/denseblock3/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"415 features.denseblock3.denselayer5.norm2.running_mean" -> "417 features/denseblock3/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"416 features.denseblock3.denselayer5.norm2.running_var" -> "417 features/denseblock3/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"417 features/denseblock3/denselayer5/norm2/batch_norm/0" -> "418 features/denseblock3/denselayer5/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"418 features/denseblock3/denselayer5/relu2/relu_/0" -> "420 features/denseblock3/denselayer5/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"419 features.denseblock3.denselayer5.conv2.weight" -> "420 features/denseblock3/denselayer5/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "421 features/denseblock3/denselayer6/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "438 features/denseblock3/denselayer7/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "455 features/denseblock3/denselayer8/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "472 features/denseblock3/denselayer9/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"420 features/denseblock3/denselayer5/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"421 features/denseblock3/denselayer6/cat/0" -> "426 features/denseblock3/denselayer6/norm1/batch_norm/0" [label="(1, 416, 4, 4)", style=solid]; -"422 features.denseblock3.denselayer6.norm1.weight" -> "426 features/denseblock3/denselayer6/norm1/batch_norm/0" [label="(416,)", style=solid]; -"423 features.denseblock3.denselayer6.norm1.bias" -> "426 features/denseblock3/denselayer6/norm1/batch_norm/0" [label="(416,)", style=solid]; -"424 features.denseblock3.denselayer6.norm1.running_mean" -> "426 features/denseblock3/denselayer6/norm1/batch_norm/0" [label="(416,)", style=solid]; -"425 features.denseblock3.denselayer6.norm1.running_var" -> "426 features/denseblock3/denselayer6/norm1/batch_norm/0" [label="(416,)", style=solid]; -"426 features/denseblock3/denselayer6/norm1/batch_norm/0" -> "427 features/denseblock3/denselayer6/relu1/relu_/0" [label="(1, 416, 4, 4)", style=solid]; -"427 features/denseblock3/denselayer6/relu1/relu_/0" -> "429 features/denseblock3/denselayer6/conv1/conv2d/0" [label="(1, 416, 4, 4)", style=solid]; -"428 features.denseblock3.denselayer6.conv1.weight" -> "429 features/denseblock3/denselayer6/conv1/conv2d/0" [label="(128, 416, 1, 1)", style=solid]; -"429 features/denseblock3/denselayer6/conv1/conv2d/0" -> "434 features/denseblock3/denselayer6/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"430 features.denseblock3.denselayer6.norm2.weight" -> "434 features/denseblock3/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"431 features.denseblock3.denselayer6.norm2.bias" -> "434 features/denseblock3/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"432 features.denseblock3.denselayer6.norm2.running_mean" -> "434 features/denseblock3/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"433 features.denseblock3.denselayer6.norm2.running_var" -> "434 features/denseblock3/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"434 features/denseblock3/denselayer6/norm2/batch_norm/0" -> "435 features/denseblock3/denselayer6/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"435 features/denseblock3/denselayer6/relu2/relu_/0" -> "437 features/denseblock3/denselayer6/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"436 features.denseblock3.denselayer6.conv2.weight" -> "437 features/denseblock3/denselayer6/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "438 features/denseblock3/denselayer7/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "455 features/denseblock3/denselayer8/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "472 features/denseblock3/denselayer9/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"437 features/denseblock3/denselayer6/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"438 features/denseblock3/denselayer7/cat/0" -> "443 features/denseblock3/denselayer7/norm1/batch_norm/0" [label="(1, 448, 4, 4)", style=solid]; -"439 features.denseblock3.denselayer7.norm1.weight" -> "443 features/denseblock3/denselayer7/norm1/batch_norm/0" [label="(448,)", style=solid]; -"440 features.denseblock3.denselayer7.norm1.bias" -> "443 features/denseblock3/denselayer7/norm1/batch_norm/0" [label="(448,)", style=solid]; -"441 features.denseblock3.denselayer7.norm1.running_mean" -> "443 features/denseblock3/denselayer7/norm1/batch_norm/0" [label="(448,)", style=solid]; -"442 features.denseblock3.denselayer7.norm1.running_var" -> "443 features/denseblock3/denselayer7/norm1/batch_norm/0" [label="(448,)", style=solid]; -"443 features/denseblock3/denselayer7/norm1/batch_norm/0" -> "444 features/denseblock3/denselayer7/relu1/relu_/0" [label="(1, 448, 4, 4)", style=solid]; -"444 features/denseblock3/denselayer7/relu1/relu_/0" -> "446 features/denseblock3/denselayer7/conv1/conv2d/0" [label="(1, 448, 4, 4)", style=solid]; -"445 features.denseblock3.denselayer7.conv1.weight" -> "446 features/denseblock3/denselayer7/conv1/conv2d/0" [label="(128, 448, 1, 1)", style=solid]; -"446 features/denseblock3/denselayer7/conv1/conv2d/0" -> "451 features/denseblock3/denselayer7/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"447 features.denseblock3.denselayer7.norm2.weight" -> "451 features/denseblock3/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"448 features.denseblock3.denselayer7.norm2.bias" -> "451 features/denseblock3/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"449 features.denseblock3.denselayer7.norm2.running_mean" -> "451 features/denseblock3/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"450 features.denseblock3.denselayer7.norm2.running_var" -> "451 features/denseblock3/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"451 features/denseblock3/denselayer7/norm2/batch_norm/0" -> "452 features/denseblock3/denselayer7/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"452 features/denseblock3/denselayer7/relu2/relu_/0" -> "454 features/denseblock3/denselayer7/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"453 features.denseblock3.denselayer7.conv2.weight" -> "454 features/denseblock3/denselayer7/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "455 features/denseblock3/denselayer8/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "472 features/denseblock3/denselayer9/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"454 features/denseblock3/denselayer7/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"455 features/denseblock3/denselayer8/cat/0" -> "460 features/denseblock3/denselayer8/norm1/batch_norm/0" [label="(1, 480, 4, 4)", style=solid]; -"456 features.denseblock3.denselayer8.norm1.weight" -> "460 features/denseblock3/denselayer8/norm1/batch_norm/0" [label="(480,)", style=solid]; -"457 features.denseblock3.denselayer8.norm1.bias" -> "460 features/denseblock3/denselayer8/norm1/batch_norm/0" [label="(480,)", style=solid]; -"458 features.denseblock3.denselayer8.norm1.running_mean" -> "460 features/denseblock3/denselayer8/norm1/batch_norm/0" [label="(480,)", style=solid]; -"459 features.denseblock3.denselayer8.norm1.running_var" -> "460 features/denseblock3/denselayer8/norm1/batch_norm/0" [label="(480,)", style=solid]; -"460 features/denseblock3/denselayer8/norm1/batch_norm/0" -> "461 features/denseblock3/denselayer8/relu1/relu_/0" [label="(1, 480, 4, 4)", style=solid]; -"461 features/denseblock3/denselayer8/relu1/relu_/0" -> "463 features/denseblock3/denselayer8/conv1/conv2d/0" [label="(1, 480, 4, 4)", style=solid]; -"462 features.denseblock3.denselayer8.conv1.weight" -> "463 features/denseblock3/denselayer8/conv1/conv2d/0" [label="(128, 480, 1, 1)", style=solid]; -"463 features/denseblock3/denselayer8/conv1/conv2d/0" -> "468 features/denseblock3/denselayer8/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"464 features.denseblock3.denselayer8.norm2.weight" -> "468 features/denseblock3/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"465 features.denseblock3.denselayer8.norm2.bias" -> "468 features/denseblock3/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"466 features.denseblock3.denselayer8.norm2.running_mean" -> "468 features/denseblock3/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"467 features.denseblock3.denselayer8.norm2.running_var" -> "468 features/denseblock3/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"468 features/denseblock3/denselayer8/norm2/batch_norm/0" -> "469 features/denseblock3/denselayer8/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"469 features/denseblock3/denselayer8/relu2/relu_/0" -> "471 features/denseblock3/denselayer8/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"470 features.denseblock3.denselayer8.conv2.weight" -> "471 features/denseblock3/denselayer8/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "472 features/denseblock3/denselayer9/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"471 features/denseblock3/denselayer8/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"472 features/denseblock3/denselayer9/cat/0" -> "477 features/denseblock3/denselayer9/norm1/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"473 features.denseblock3.denselayer9.norm1.weight" -> "477 features/denseblock3/denselayer9/norm1/batch_norm/0" [label="(512,)", style=solid]; -"474 features.denseblock3.denselayer9.norm1.bias" -> "477 features/denseblock3/denselayer9/norm1/batch_norm/0" [label="(512,)", style=solid]; -"475 features.denseblock3.denselayer9.norm1.running_mean" -> "477 features/denseblock3/denselayer9/norm1/batch_norm/0" [label="(512,)", style=solid]; -"476 features.denseblock3.denselayer9.norm1.running_var" -> "477 features/denseblock3/denselayer9/norm1/batch_norm/0" [label="(512,)", style=solid]; -"477 features/denseblock3/denselayer9/norm1/batch_norm/0" -> "478 features/denseblock3/denselayer9/relu1/relu_/0" [label="(1, 512, 4, 4)", style=solid]; -"478 features/denseblock3/denselayer9/relu1/relu_/0" -> "480 features/denseblock3/denselayer9/conv1/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"479 features.denseblock3.denselayer9.conv1.weight" -> "480 features/denseblock3/denselayer9/conv1/conv2d/0" [label="(128, 512, 1, 1)", style=solid]; -"480 features/denseblock3/denselayer9/conv1/conv2d/0" -> "485 features/denseblock3/denselayer9/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"481 features.denseblock3.denselayer9.norm2.weight" -> "485 features/denseblock3/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"482 features.denseblock3.denselayer9.norm2.bias" -> "485 features/denseblock3/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"483 features.denseblock3.denselayer9.norm2.running_mean" -> "485 features/denseblock3/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"484 features.denseblock3.denselayer9.norm2.running_var" -> "485 features/denseblock3/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"485 features/denseblock3/denselayer9/norm2/batch_norm/0" -> "486 features/denseblock3/denselayer9/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"486 features/denseblock3/denselayer9/relu2/relu_/0" -> "488 features/denseblock3/denselayer9/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"487 features.denseblock3.denselayer9.conv2.weight" -> "488 features/denseblock3/denselayer9/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "489 features/denseblock3/denselayer10/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"488 features/denseblock3/denselayer9/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"489 features/denseblock3/denselayer10/cat/0" -> "494 features/denseblock3/denselayer10/norm1/batch_norm/0" [label="(1, 544, 4, 4)", style=solid]; -"490 features.denseblock3.denselayer10.norm1.weight" -> "494 features/denseblock3/denselayer10/norm1/batch_norm/0" [label="(544,)", style=solid]; -"491 features.denseblock3.denselayer10.norm1.bias" -> "494 features/denseblock3/denselayer10/norm1/batch_norm/0" [label="(544,)", style=solid]; -"492 features.denseblock3.denselayer10.norm1.running_mean" -> "494 features/denseblock3/denselayer10/norm1/batch_norm/0" [label="(544,)", style=solid]; -"493 features.denseblock3.denselayer10.norm1.running_var" -> "494 features/denseblock3/denselayer10/norm1/batch_norm/0" [label="(544,)", style=solid]; -"494 features/denseblock3/denselayer10/norm1/batch_norm/0" -> "495 features/denseblock3/denselayer10/relu1/relu_/0" [label="(1, 544, 4, 4)", style=solid]; -"495 features/denseblock3/denselayer10/relu1/relu_/0" -> "497 features/denseblock3/denselayer10/conv1/conv2d/0" [label="(1, 544, 4, 4)", style=solid]; -"496 features.denseblock3.denselayer10.conv1.weight" -> "497 features/denseblock3/denselayer10/conv1/conv2d/0" [label="(128, 544, 1, 1)", style=solid]; -"497 features/denseblock3/denselayer10/conv1/conv2d/0" -> "502 features/denseblock3/denselayer10/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"498 features.denseblock3.denselayer10.norm2.weight" -> "502 features/denseblock3/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"499 features.denseblock3.denselayer10.norm2.bias" -> "502 features/denseblock3/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"500 features.denseblock3.denselayer10.norm2.running_mean" -> "502 features/denseblock3/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"501 features.denseblock3.denselayer10.norm2.running_var" -> "502 features/denseblock3/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"502 features/denseblock3/denselayer10/norm2/batch_norm/0" -> "503 features/denseblock3/denselayer10/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"503 features/denseblock3/denselayer10/relu2/relu_/0" -> "505 features/denseblock3/denselayer10/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"504 features.denseblock3.denselayer10.conv2.weight" -> "505 features/denseblock3/denselayer10/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "506 features/denseblock3/denselayer11/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"505 features/denseblock3/denselayer10/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"506 features/denseblock3/denselayer11/cat/0" -> "511 features/denseblock3/denselayer11/norm1/batch_norm/0" [label="(1, 576, 4, 4)", style=solid]; -"507 features.denseblock3.denselayer11.norm1.weight" -> "511 features/denseblock3/denselayer11/norm1/batch_norm/0" [label="(576,)", style=solid]; -"508 features.denseblock3.denselayer11.norm1.bias" -> "511 features/denseblock3/denselayer11/norm1/batch_norm/0" [label="(576,)", style=solid]; -"509 features.denseblock3.denselayer11.norm1.running_mean" -> "511 features/denseblock3/denselayer11/norm1/batch_norm/0" [label="(576,)", style=solid]; -"510 features.denseblock3.denselayer11.norm1.running_var" -> "511 features/denseblock3/denselayer11/norm1/batch_norm/0" [label="(576,)", style=solid]; -"511 features/denseblock3/denselayer11/norm1/batch_norm/0" -> "512 features/denseblock3/denselayer11/relu1/relu_/0" [label="(1, 576, 4, 4)", style=solid]; -"512 features/denseblock3/denselayer11/relu1/relu_/0" -> "514 features/denseblock3/denselayer11/conv1/conv2d/0" [label="(1, 576, 4, 4)", style=solid]; -"513 features.denseblock3.denselayer11.conv1.weight" -> "514 features/denseblock3/denselayer11/conv1/conv2d/0" [label="(128, 576, 1, 1)", style=solid]; -"514 features/denseblock3/denselayer11/conv1/conv2d/0" -> "519 features/denseblock3/denselayer11/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"515 features.denseblock3.denselayer11.norm2.weight" -> "519 features/denseblock3/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"516 features.denseblock3.denselayer11.norm2.bias" -> "519 features/denseblock3/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"517 features.denseblock3.denselayer11.norm2.running_mean" -> "519 features/denseblock3/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"518 features.denseblock3.denselayer11.norm2.running_var" -> "519 features/denseblock3/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"519 features/denseblock3/denselayer11/norm2/batch_norm/0" -> "520 features/denseblock3/denselayer11/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"520 features/denseblock3/denselayer11/relu2/relu_/0" -> "522 features/denseblock3/denselayer11/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"521 features.denseblock3.denselayer11.conv2.weight" -> "522 features/denseblock3/denselayer11/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "523 features/denseblock3/denselayer12/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"522 features/denseblock3/denselayer11/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"523 features/denseblock3/denselayer12/cat/0" -> "528 features/denseblock3/denselayer12/norm1/batch_norm/0" [label="(1, 608, 4, 4)", style=solid]; -"524 features.denseblock3.denselayer12.norm1.weight" -> "528 features/denseblock3/denselayer12/norm1/batch_norm/0" [label="(608,)", style=solid]; -"525 features.denseblock3.denselayer12.norm1.bias" -> "528 features/denseblock3/denselayer12/norm1/batch_norm/0" [label="(608,)", style=solid]; -"526 features.denseblock3.denselayer12.norm1.running_mean" -> "528 features/denseblock3/denselayer12/norm1/batch_norm/0" [label="(608,)", style=solid]; -"527 features.denseblock3.denselayer12.norm1.running_var" -> "528 features/denseblock3/denselayer12/norm1/batch_norm/0" [label="(608,)", style=solid]; -"528 features/denseblock3/denselayer12/norm1/batch_norm/0" -> "529 features/denseblock3/denselayer12/relu1/relu_/0" [label="(1, 608, 4, 4)", style=solid]; -"529 features/denseblock3/denselayer12/relu1/relu_/0" -> "531 features/denseblock3/denselayer12/conv1/conv2d/0" [label="(1, 608, 4, 4)", style=solid]; -"530 features.denseblock3.denselayer12.conv1.weight" -> "531 features/denseblock3/denselayer12/conv1/conv2d/0" [label="(128, 608, 1, 1)", style=solid]; -"531 features/denseblock3/denselayer12/conv1/conv2d/0" -> "536 features/denseblock3/denselayer12/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"532 features.denseblock3.denselayer12.norm2.weight" -> "536 features/denseblock3/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"533 features.denseblock3.denselayer12.norm2.bias" -> "536 features/denseblock3/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"534 features.denseblock3.denselayer12.norm2.running_mean" -> "536 features/denseblock3/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"535 features.denseblock3.denselayer12.norm2.running_var" -> "536 features/denseblock3/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"536 features/denseblock3/denselayer12/norm2/batch_norm/0" -> "537 features/denseblock3/denselayer12/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"537 features/denseblock3/denselayer12/relu2/relu_/0" -> "539 features/denseblock3/denselayer12/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"538 features.denseblock3.denselayer12.conv2.weight" -> "539 features/denseblock3/denselayer12/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "540 features/denseblock3/denselayer13/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"539 features/denseblock3/denselayer12/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"540 features/denseblock3/denselayer13/cat/0" -> "545 features/denseblock3/denselayer13/norm1/batch_norm/0" [label="(1, 640, 4, 4)", style=solid]; -"541 features.denseblock3.denselayer13.norm1.weight" -> "545 features/denseblock3/denselayer13/norm1/batch_norm/0" [label="(640,)", style=solid]; -"542 features.denseblock3.denselayer13.norm1.bias" -> "545 features/denseblock3/denselayer13/norm1/batch_norm/0" [label="(640,)", style=solid]; -"543 features.denseblock3.denselayer13.norm1.running_mean" -> "545 features/denseblock3/denselayer13/norm1/batch_norm/0" [label="(640,)", style=solid]; -"544 features.denseblock3.denselayer13.norm1.running_var" -> "545 features/denseblock3/denselayer13/norm1/batch_norm/0" [label="(640,)", style=solid]; -"545 features/denseblock3/denselayer13/norm1/batch_norm/0" -> "546 features/denseblock3/denselayer13/relu1/relu_/0" [label="(1, 640, 4, 4)", style=solid]; -"546 features/denseblock3/denselayer13/relu1/relu_/0" -> "548 features/denseblock3/denselayer13/conv1/conv2d/0" [label="(1, 640, 4, 4)", style=solid]; -"547 features.denseblock3.denselayer13.conv1.weight" -> "548 features/denseblock3/denselayer13/conv1/conv2d/0" [label="(128, 640, 1, 1)", style=solid]; -"548 features/denseblock3/denselayer13/conv1/conv2d/0" -> "553 features/denseblock3/denselayer13/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"549 features.denseblock3.denselayer13.norm2.weight" -> "553 features/denseblock3/denselayer13/norm2/batch_norm/0" [label="(128,)", style=solid]; -"550 features.denseblock3.denselayer13.norm2.bias" -> "553 features/denseblock3/denselayer13/norm2/batch_norm/0" [label="(128,)", style=solid]; -"551 features.denseblock3.denselayer13.norm2.running_mean" -> "553 features/denseblock3/denselayer13/norm2/batch_norm/0" [label="(128,)", style=solid]; -"552 features.denseblock3.denselayer13.norm2.running_var" -> "553 features/denseblock3/denselayer13/norm2/batch_norm/0" [label="(128,)", style=solid]; -"553 features/denseblock3/denselayer13/norm2/batch_norm/0" -> "554 features/denseblock3/denselayer13/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"554 features/denseblock3/denselayer13/relu2/relu_/0" -> "556 features/denseblock3/denselayer13/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"555 features.denseblock3.denselayer13.conv2.weight" -> "556 features/denseblock3/denselayer13/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "557 features/denseblock3/denselayer14/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"556 features/denseblock3/denselayer13/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"557 features/denseblock3/denselayer14/cat/0" -> "562 features/denseblock3/denselayer14/norm1/batch_norm/0" [label="(1, 672, 4, 4)", style=solid]; -"558 features.denseblock3.denselayer14.norm1.weight" -> "562 features/denseblock3/denselayer14/norm1/batch_norm/0" [label="(672,)", style=solid]; -"559 features.denseblock3.denselayer14.norm1.bias" -> "562 features/denseblock3/denselayer14/norm1/batch_norm/0" [label="(672,)", style=solid]; -"560 features.denseblock3.denselayer14.norm1.running_mean" -> "562 features/denseblock3/denselayer14/norm1/batch_norm/0" [label="(672,)", style=solid]; -"561 features.denseblock3.denselayer14.norm1.running_var" -> "562 features/denseblock3/denselayer14/norm1/batch_norm/0" [label="(672,)", style=solid]; -"562 features/denseblock3/denselayer14/norm1/batch_norm/0" -> "563 features/denseblock3/denselayer14/relu1/relu_/0" [label="(1, 672, 4, 4)", style=solid]; -"563 features/denseblock3/denselayer14/relu1/relu_/0" -> "565 features/denseblock3/denselayer14/conv1/conv2d/0" [label="(1, 672, 4, 4)", style=solid]; -"564 features.denseblock3.denselayer14.conv1.weight" -> "565 features/denseblock3/denselayer14/conv1/conv2d/0" [label="(128, 672, 1, 1)", style=solid]; -"565 features/denseblock3/denselayer14/conv1/conv2d/0" -> "570 features/denseblock3/denselayer14/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"566 features.denseblock3.denselayer14.norm2.weight" -> "570 features/denseblock3/denselayer14/norm2/batch_norm/0" [label="(128,)", style=solid]; -"567 features.denseblock3.denselayer14.norm2.bias" -> "570 features/denseblock3/denselayer14/norm2/batch_norm/0" [label="(128,)", style=solid]; -"568 features.denseblock3.denselayer14.norm2.running_mean" -> "570 features/denseblock3/denselayer14/norm2/batch_norm/0" [label="(128,)", style=solid]; -"569 features.denseblock3.denselayer14.norm2.running_var" -> "570 features/denseblock3/denselayer14/norm2/batch_norm/0" [label="(128,)", style=solid]; -"570 features/denseblock3/denselayer14/norm2/batch_norm/0" -> "571 features/denseblock3/denselayer14/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"571 features/denseblock3/denselayer14/relu2/relu_/0" -> "573 features/denseblock3/denselayer14/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"572 features.denseblock3.denselayer14.conv2.weight" -> "573 features/denseblock3/denselayer14/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "574 features/denseblock3/denselayer15/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"573 features/denseblock3/denselayer14/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"574 features/denseblock3/denselayer15/cat/0" -> "579 features/denseblock3/denselayer15/norm1/batch_norm/0" [label="(1, 704, 4, 4)", style=solid]; -"575 features.denseblock3.denselayer15.norm1.weight" -> "579 features/denseblock3/denselayer15/norm1/batch_norm/0" [label="(704,)", style=solid]; -"576 features.denseblock3.denselayer15.norm1.bias" -> "579 features/denseblock3/denselayer15/norm1/batch_norm/0" [label="(704,)", style=solid]; -"577 features.denseblock3.denselayer15.norm1.running_mean" -> "579 features/denseblock3/denselayer15/norm1/batch_norm/0" [label="(704,)", style=solid]; -"578 features.denseblock3.denselayer15.norm1.running_var" -> "579 features/denseblock3/denselayer15/norm1/batch_norm/0" [label="(704,)", style=solid]; -"579 features/denseblock3/denselayer15/norm1/batch_norm/0" -> "580 features/denseblock3/denselayer15/relu1/relu_/0" [label="(1, 704, 4, 4)", style=solid]; -"580 features/denseblock3/denselayer15/relu1/relu_/0" -> "582 features/denseblock3/denselayer15/conv1/conv2d/0" [label="(1, 704, 4, 4)", style=solid]; -"581 features.denseblock3.denselayer15.conv1.weight" -> "582 features/denseblock3/denselayer15/conv1/conv2d/0" [label="(128, 704, 1, 1)", style=solid]; -"582 features/denseblock3/denselayer15/conv1/conv2d/0" -> "587 features/denseblock3/denselayer15/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"583 features.denseblock3.denselayer15.norm2.weight" -> "587 features/denseblock3/denselayer15/norm2/batch_norm/0" [label="(128,)", style=solid]; -"584 features.denseblock3.denselayer15.norm2.bias" -> "587 features/denseblock3/denselayer15/norm2/batch_norm/0" [label="(128,)", style=solid]; -"585 features.denseblock3.denselayer15.norm2.running_mean" -> "587 features/denseblock3/denselayer15/norm2/batch_norm/0" [label="(128,)", style=solid]; -"586 features.denseblock3.denselayer15.norm2.running_var" -> "587 features/denseblock3/denselayer15/norm2/batch_norm/0" [label="(128,)", style=solid]; -"587 features/denseblock3/denselayer15/norm2/batch_norm/0" -> "588 features/denseblock3/denselayer15/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"588 features/denseblock3/denselayer15/relu2/relu_/0" -> "590 features/denseblock3/denselayer15/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"589 features.denseblock3.denselayer15.conv2.weight" -> "590 features/denseblock3/denselayer15/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "591 features/denseblock3/denselayer16/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"590 features/denseblock3/denselayer15/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"591 features/denseblock3/denselayer16/cat/0" -> "596 features/denseblock3/denselayer16/norm1/batch_norm/0" [label="(1, 736, 4, 4)", style=solid]; -"592 features.denseblock3.denselayer16.norm1.weight" -> "596 features/denseblock3/denselayer16/norm1/batch_norm/0" [label="(736,)", style=solid]; -"593 features.denseblock3.denselayer16.norm1.bias" -> "596 features/denseblock3/denselayer16/norm1/batch_norm/0" [label="(736,)", style=solid]; -"594 features.denseblock3.denselayer16.norm1.running_mean" -> "596 features/denseblock3/denselayer16/norm1/batch_norm/0" [label="(736,)", style=solid]; -"595 features.denseblock3.denselayer16.norm1.running_var" -> "596 features/denseblock3/denselayer16/norm1/batch_norm/0" [label="(736,)", style=solid]; -"596 features/denseblock3/denselayer16/norm1/batch_norm/0" -> "597 features/denseblock3/denselayer16/relu1/relu_/0" [label="(1, 736, 4, 4)", style=solid]; -"597 features/denseblock3/denselayer16/relu1/relu_/0" -> "599 features/denseblock3/denselayer16/conv1/conv2d/0" [label="(1, 736, 4, 4)", style=solid]; -"598 features.denseblock3.denselayer16.conv1.weight" -> "599 features/denseblock3/denselayer16/conv1/conv2d/0" [label="(128, 736, 1, 1)", style=solid]; -"599 features/denseblock3/denselayer16/conv1/conv2d/0" -> "604 features/denseblock3/denselayer16/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"600 features.denseblock3.denselayer16.norm2.weight" -> "604 features/denseblock3/denselayer16/norm2/batch_norm/0" [label="(128,)", style=solid]; -"601 features.denseblock3.denselayer16.norm2.bias" -> "604 features/denseblock3/denselayer16/norm2/batch_norm/0" [label="(128,)", style=solid]; -"602 features.denseblock3.denselayer16.norm2.running_mean" -> "604 features/denseblock3/denselayer16/norm2/batch_norm/0" [label="(128,)", style=solid]; -"603 features.denseblock3.denselayer16.norm2.running_var" -> "604 features/denseblock3/denselayer16/norm2/batch_norm/0" [label="(128,)", style=solid]; -"604 features/denseblock3/denselayer16/norm2/batch_norm/0" -> "605 features/denseblock3/denselayer16/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"605 features/denseblock3/denselayer16/relu2/relu_/0" -> "607 features/denseblock3/denselayer16/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"606 features.denseblock3.denselayer16.conv2.weight" -> "607 features/denseblock3/denselayer16/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" -> "608 features/denseblock3/denselayer17/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"607 features/denseblock3/denselayer16/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"608 features/denseblock3/denselayer17/cat/0" -> "613 features/denseblock3/denselayer17/norm1/batch_norm/0" [label="(1, 768, 4, 4)", style=solid]; -"609 features.denseblock3.denselayer17.norm1.weight" -> "613 features/denseblock3/denselayer17/norm1/batch_norm/0" [label="(768,)", style=solid]; -"610 features.denseblock3.denselayer17.norm1.bias" -> "613 features/denseblock3/denselayer17/norm1/batch_norm/0" [label="(768,)", style=solid]; -"611 features.denseblock3.denselayer17.norm1.running_mean" -> "613 features/denseblock3/denselayer17/norm1/batch_norm/0" [label="(768,)", style=solid]; -"612 features.denseblock3.denselayer17.norm1.running_var" -> "613 features/denseblock3/denselayer17/norm1/batch_norm/0" [label="(768,)", style=solid]; -"613 features/denseblock3/denselayer17/norm1/batch_norm/0" -> "614 features/denseblock3/denselayer17/relu1/relu_/0" [label="(1, 768, 4, 4)", style=solid]; -"614 features/denseblock3/denselayer17/relu1/relu_/0" -> "616 features/denseblock3/denselayer17/conv1/conv2d/0" [label="(1, 768, 4, 4)", style=solid]; -"615 features.denseblock3.denselayer17.conv1.weight" -> "616 features/denseblock3/denselayer17/conv1/conv2d/0" [label="(128, 768, 1, 1)", style=solid]; -"616 features/denseblock3/denselayer17/conv1/conv2d/0" -> "621 features/denseblock3/denselayer17/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"617 features.denseblock3.denselayer17.norm2.weight" -> "621 features/denseblock3/denselayer17/norm2/batch_norm/0" [label="(128,)", style=solid]; -"618 features.denseblock3.denselayer17.norm2.bias" -> "621 features/denseblock3/denselayer17/norm2/batch_norm/0" [label="(128,)", style=solid]; -"619 features.denseblock3.denselayer17.norm2.running_mean" -> "621 features/denseblock3/denselayer17/norm2/batch_norm/0" [label="(128,)", style=solid]; -"620 features.denseblock3.denselayer17.norm2.running_var" -> "621 features/denseblock3/denselayer17/norm2/batch_norm/0" [label="(128,)", style=solid]; -"621 features/denseblock3/denselayer17/norm2/batch_norm/0" -> "622 features/denseblock3/denselayer17/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"622 features/denseblock3/denselayer17/relu2/relu_/0" -> "624 features/denseblock3/denselayer17/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"623 features.denseblock3.denselayer17.conv2.weight" -> "624 features/denseblock3/denselayer17/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"624 features/denseblock3/denselayer17/conv2/conv2d/0" -> "625 features/denseblock3/denselayer18/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"624 features/denseblock3/denselayer17/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"624 features/denseblock3/denselayer17/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"624 features/denseblock3/denselayer17/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"624 features/denseblock3/denselayer17/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"624 features/denseblock3/denselayer17/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"624 features/denseblock3/denselayer17/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"624 features/denseblock3/denselayer17/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"625 features/denseblock3/denselayer18/cat/0" -> "630 features/denseblock3/denselayer18/norm1/batch_norm/0" [label="(1, 800, 4, 4)", style=solid]; -"626 features.denseblock3.denselayer18.norm1.weight" -> "630 features/denseblock3/denselayer18/norm1/batch_norm/0" [label="(800,)", style=solid]; -"627 features.denseblock3.denselayer18.norm1.bias" -> "630 features/denseblock3/denselayer18/norm1/batch_norm/0" [label="(800,)", style=solid]; -"628 features.denseblock3.denselayer18.norm1.running_mean" -> "630 features/denseblock3/denselayer18/norm1/batch_norm/0" [label="(800,)", style=solid]; -"629 features.denseblock3.denselayer18.norm1.running_var" -> "630 features/denseblock3/denselayer18/norm1/batch_norm/0" [label="(800,)", style=solid]; -"630 features/denseblock3/denselayer18/norm1/batch_norm/0" -> "631 features/denseblock3/denselayer18/relu1/relu_/0" [label="(1, 800, 4, 4)", style=solid]; -"631 features/denseblock3/denselayer18/relu1/relu_/0" -> "633 features/denseblock3/denselayer18/conv1/conv2d/0" [label="(1, 800, 4, 4)", style=solid]; -"632 features.denseblock3.denselayer18.conv1.weight" -> "633 features/denseblock3/denselayer18/conv1/conv2d/0" [label="(128, 800, 1, 1)", style=solid]; -"633 features/denseblock3/denselayer18/conv1/conv2d/0" -> "638 features/denseblock3/denselayer18/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"634 features.denseblock3.denselayer18.norm2.weight" -> "638 features/denseblock3/denselayer18/norm2/batch_norm/0" [label="(128,)", style=solid]; -"635 features.denseblock3.denselayer18.norm2.bias" -> "638 features/denseblock3/denselayer18/norm2/batch_norm/0" [label="(128,)", style=solid]; -"636 features.denseblock3.denselayer18.norm2.running_mean" -> "638 features/denseblock3/denselayer18/norm2/batch_norm/0" [label="(128,)", style=solid]; -"637 features.denseblock3.denselayer18.norm2.running_var" -> "638 features/denseblock3/denselayer18/norm2/batch_norm/0" [label="(128,)", style=solid]; -"638 features/denseblock3/denselayer18/norm2/batch_norm/0" -> "639 features/denseblock3/denselayer18/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"639 features/denseblock3/denselayer18/relu2/relu_/0" -> "641 features/denseblock3/denselayer18/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"640 features.denseblock3.denselayer18.conv2.weight" -> "641 features/denseblock3/denselayer18/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"641 features/denseblock3/denselayer18/conv2/conv2d/0" -> "642 features/denseblock3/denselayer19/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"641 features/denseblock3/denselayer18/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"641 features/denseblock3/denselayer18/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"641 features/denseblock3/denselayer18/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"641 features/denseblock3/denselayer18/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"641 features/denseblock3/denselayer18/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"641 features/denseblock3/denselayer18/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"642 features/denseblock3/denselayer19/cat/0" -> "647 features/denseblock3/denselayer19/norm1/batch_norm/0" [label="(1, 832, 4, 4)", style=solid]; -"643 features.denseblock3.denselayer19.norm1.weight" -> "647 features/denseblock3/denselayer19/norm1/batch_norm/0" [label="(832,)", style=solid]; -"644 features.denseblock3.denselayer19.norm1.bias" -> "647 features/denseblock3/denselayer19/norm1/batch_norm/0" [label="(832,)", style=solid]; -"645 features.denseblock3.denselayer19.norm1.running_mean" -> "647 features/denseblock3/denselayer19/norm1/batch_norm/0" [label="(832,)", style=solid]; -"646 features.denseblock3.denselayer19.norm1.running_var" -> "647 features/denseblock3/denselayer19/norm1/batch_norm/0" [label="(832,)", style=solid]; -"647 features/denseblock3/denselayer19/norm1/batch_norm/0" -> "648 features/denseblock3/denselayer19/relu1/relu_/0" [label="(1, 832, 4, 4)", style=solid]; -"648 features/denseblock3/denselayer19/relu1/relu_/0" -> "650 features/denseblock3/denselayer19/conv1/conv2d/0" [label="(1, 832, 4, 4)", style=solid]; -"649 features.denseblock3.denselayer19.conv1.weight" -> "650 features/denseblock3/denselayer19/conv1/conv2d/0" [label="(128, 832, 1, 1)", style=solid]; -"650 features/denseblock3/denselayer19/conv1/conv2d/0" -> "655 features/denseblock3/denselayer19/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"651 features.denseblock3.denselayer19.norm2.weight" -> "655 features/denseblock3/denselayer19/norm2/batch_norm/0" [label="(128,)", style=solid]; -"652 features.denseblock3.denselayer19.norm2.bias" -> "655 features/denseblock3/denselayer19/norm2/batch_norm/0" [label="(128,)", style=solid]; -"653 features.denseblock3.denselayer19.norm2.running_mean" -> "655 features/denseblock3/denselayer19/norm2/batch_norm/0" [label="(128,)", style=solid]; -"654 features.denseblock3.denselayer19.norm2.running_var" -> "655 features/denseblock3/denselayer19/norm2/batch_norm/0" [label="(128,)", style=solid]; -"655 features/denseblock3/denselayer19/norm2/batch_norm/0" -> "656 features/denseblock3/denselayer19/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"656 features/denseblock3/denselayer19/relu2/relu_/0" -> "658 features/denseblock3/denselayer19/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"657 features.denseblock3.denselayer19.conv2.weight" -> "658 features/denseblock3/denselayer19/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"658 features/denseblock3/denselayer19/conv2/conv2d/0" -> "659 features/denseblock3/denselayer20/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"658 features/denseblock3/denselayer19/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"658 features/denseblock3/denselayer19/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"658 features/denseblock3/denselayer19/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"658 features/denseblock3/denselayer19/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"658 features/denseblock3/denselayer19/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"659 features/denseblock3/denselayer20/cat/0" -> "664 features/denseblock3/denselayer20/norm1/batch_norm/0" [label="(1, 864, 4, 4)", style=solid]; -"660 features.denseblock3.denselayer20.norm1.weight" -> "664 features/denseblock3/denselayer20/norm1/batch_norm/0" [label="(864,)", style=solid]; -"661 features.denseblock3.denselayer20.norm1.bias" -> "664 features/denseblock3/denselayer20/norm1/batch_norm/0" [label="(864,)", style=solid]; -"662 features.denseblock3.denselayer20.norm1.running_mean" -> "664 features/denseblock3/denselayer20/norm1/batch_norm/0" [label="(864,)", style=solid]; -"663 features.denseblock3.denselayer20.norm1.running_var" -> "664 features/denseblock3/denselayer20/norm1/batch_norm/0" [label="(864,)", style=solid]; -"664 features/denseblock3/denselayer20/norm1/batch_norm/0" -> "665 features/denseblock3/denselayer20/relu1/relu_/0" [label="(1, 864, 4, 4)", style=solid]; -"665 features/denseblock3/denselayer20/relu1/relu_/0" -> "667 features/denseblock3/denselayer20/conv1/conv2d/0" [label="(1, 864, 4, 4)", style=solid]; -"666 features.denseblock3.denselayer20.conv1.weight" -> "667 features/denseblock3/denselayer20/conv1/conv2d/0" [label="(128, 864, 1, 1)", style=solid]; -"667 features/denseblock3/denselayer20/conv1/conv2d/0" -> "672 features/denseblock3/denselayer20/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"668 features.denseblock3.denselayer20.norm2.weight" -> "672 features/denseblock3/denselayer20/norm2/batch_norm/0" [label="(128,)", style=solid]; -"669 features.denseblock3.denselayer20.norm2.bias" -> "672 features/denseblock3/denselayer20/norm2/batch_norm/0" [label="(128,)", style=solid]; -"670 features.denseblock3.denselayer20.norm2.running_mean" -> "672 features/denseblock3/denselayer20/norm2/batch_norm/0" [label="(128,)", style=solid]; -"671 features.denseblock3.denselayer20.norm2.running_var" -> "672 features/denseblock3/denselayer20/norm2/batch_norm/0" [label="(128,)", style=solid]; -"672 features/denseblock3/denselayer20/norm2/batch_norm/0" -> "673 features/denseblock3/denselayer20/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"673 features/denseblock3/denselayer20/relu2/relu_/0" -> "675 features/denseblock3/denselayer20/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"674 features.denseblock3.denselayer20.conv2.weight" -> "675 features/denseblock3/denselayer20/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"675 features/denseblock3/denselayer20/conv2/conv2d/0" -> "676 features/denseblock3/denselayer21/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"675 features/denseblock3/denselayer20/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"675 features/denseblock3/denselayer20/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"675 features/denseblock3/denselayer20/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"675 features/denseblock3/denselayer20/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"676 features/denseblock3/denselayer21/cat/0" -> "681 features/denseblock3/denselayer21/norm1/batch_norm/0" [label="(1, 896, 4, 4)", style=solid]; -"677 features.denseblock3.denselayer21.norm1.weight" -> "681 features/denseblock3/denselayer21/norm1/batch_norm/0" [label="(896,)", style=solid]; -"678 features.denseblock3.denselayer21.norm1.bias" -> "681 features/denseblock3/denselayer21/norm1/batch_norm/0" [label="(896,)", style=solid]; -"679 features.denseblock3.denselayer21.norm1.running_mean" -> "681 features/denseblock3/denselayer21/norm1/batch_norm/0" [label="(896,)", style=solid]; -"680 features.denseblock3.denselayer21.norm1.running_var" -> "681 features/denseblock3/denselayer21/norm1/batch_norm/0" [label="(896,)", style=solid]; -"681 features/denseblock3/denselayer21/norm1/batch_norm/0" -> "682 features/denseblock3/denselayer21/relu1/relu_/0" [label="(1, 896, 4, 4)", style=solid]; -"682 features/denseblock3/denselayer21/relu1/relu_/0" -> "684 features/denseblock3/denselayer21/conv1/conv2d/0" [label="(1, 896, 4, 4)", style=solid]; -"683 features.denseblock3.denselayer21.conv1.weight" -> "684 features/denseblock3/denselayer21/conv1/conv2d/0" [label="(128, 896, 1, 1)", style=solid]; -"684 features/denseblock3/denselayer21/conv1/conv2d/0" -> "689 features/denseblock3/denselayer21/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"685 features.denseblock3.denselayer21.norm2.weight" -> "689 features/denseblock3/denselayer21/norm2/batch_norm/0" [label="(128,)", style=solid]; -"686 features.denseblock3.denselayer21.norm2.bias" -> "689 features/denseblock3/denselayer21/norm2/batch_norm/0" [label="(128,)", style=solid]; -"687 features.denseblock3.denselayer21.norm2.running_mean" -> "689 features/denseblock3/denselayer21/norm2/batch_norm/0" [label="(128,)", style=solid]; -"688 features.denseblock3.denselayer21.norm2.running_var" -> "689 features/denseblock3/denselayer21/norm2/batch_norm/0" [label="(128,)", style=solid]; -"689 features/denseblock3/denselayer21/norm2/batch_norm/0" -> "690 features/denseblock3/denselayer21/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"690 features/denseblock3/denselayer21/relu2/relu_/0" -> "692 features/denseblock3/denselayer21/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"691 features.denseblock3.denselayer21.conv2.weight" -> "692 features/denseblock3/denselayer21/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"692 features/denseblock3/denselayer21/conv2/conv2d/0" -> "693 features/denseblock3/denselayer22/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"692 features/denseblock3/denselayer21/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"692 features/denseblock3/denselayer21/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"692 features/denseblock3/denselayer21/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"693 features/denseblock3/denselayer22/cat/0" -> "698 features/denseblock3/denselayer22/norm1/batch_norm/0" [label="(1, 928, 4, 4)", style=solid]; -"694 features.denseblock3.denselayer22.norm1.weight" -> "698 features/denseblock3/denselayer22/norm1/batch_norm/0" [label="(928,)", style=solid]; -"695 features.denseblock3.denselayer22.norm1.bias" -> "698 features/denseblock3/denselayer22/norm1/batch_norm/0" [label="(928,)", style=solid]; -"696 features.denseblock3.denselayer22.norm1.running_mean" -> "698 features/denseblock3/denselayer22/norm1/batch_norm/0" [label="(928,)", style=solid]; -"697 features.denseblock3.denselayer22.norm1.running_var" -> "698 features/denseblock3/denselayer22/norm1/batch_norm/0" [label="(928,)", style=solid]; -"698 features/denseblock3/denselayer22/norm1/batch_norm/0" -> "699 features/denseblock3/denselayer22/relu1/relu_/0" [label="(1, 928, 4, 4)", style=solid]; -"699 features/denseblock3/denselayer22/relu1/relu_/0" -> "701 features/denseblock3/denselayer22/conv1/conv2d/0" [label="(1, 928, 4, 4)", style=solid]; -"700 features.denseblock3.denselayer22.conv1.weight" -> "701 features/denseblock3/denselayer22/conv1/conv2d/0" [label="(128, 928, 1, 1)", style=solid]; -"701 features/denseblock3/denselayer22/conv1/conv2d/0" -> "706 features/denseblock3/denselayer22/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"702 features.denseblock3.denselayer22.norm2.weight" -> "706 features/denseblock3/denselayer22/norm2/batch_norm/0" [label="(128,)", style=solid]; -"703 features.denseblock3.denselayer22.norm2.bias" -> "706 features/denseblock3/denselayer22/norm2/batch_norm/0" [label="(128,)", style=solid]; -"704 features.denseblock3.denselayer22.norm2.running_mean" -> "706 features/denseblock3/denselayer22/norm2/batch_norm/0" [label="(128,)", style=solid]; -"705 features.denseblock3.denselayer22.norm2.running_var" -> "706 features/denseblock3/denselayer22/norm2/batch_norm/0" [label="(128,)", style=solid]; -"706 features/denseblock3/denselayer22/norm2/batch_norm/0" -> "707 features/denseblock3/denselayer22/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"707 features/denseblock3/denselayer22/relu2/relu_/0" -> "709 features/denseblock3/denselayer22/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"708 features.denseblock3.denselayer22.conv2.weight" -> "709 features/denseblock3/denselayer22/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"709 features/denseblock3/denselayer22/conv2/conv2d/0" -> "710 features/denseblock3/denselayer23/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"709 features/denseblock3/denselayer22/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"709 features/denseblock3/denselayer22/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"710 features/denseblock3/denselayer23/cat/0" -> "715 features/denseblock3/denselayer23/norm1/batch_norm/0" [label="(1, 960, 4, 4)", style=solid]; -"711 features.denseblock3.denselayer23.norm1.weight" -> "715 features/denseblock3/denselayer23/norm1/batch_norm/0" [label="(960,)", style=solid]; -"712 features.denseblock3.denselayer23.norm1.bias" -> "715 features/denseblock3/denselayer23/norm1/batch_norm/0" [label="(960,)", style=solid]; -"713 features.denseblock3.denselayer23.norm1.running_mean" -> "715 features/denseblock3/denselayer23/norm1/batch_norm/0" [label="(960,)", style=solid]; -"714 features.denseblock3.denselayer23.norm1.running_var" -> "715 features/denseblock3/denselayer23/norm1/batch_norm/0" [label="(960,)", style=solid]; -"715 features/denseblock3/denselayer23/norm1/batch_norm/0" -> "716 features/denseblock3/denselayer23/relu1/relu_/0" [label="(1, 960, 4, 4)", style=solid]; -"716 features/denseblock3/denselayer23/relu1/relu_/0" -> "718 features/denseblock3/denselayer23/conv1/conv2d/0" [label="(1, 960, 4, 4)", style=solid]; -"717 features.denseblock3.denselayer23.conv1.weight" -> "718 features/denseblock3/denselayer23/conv1/conv2d/0" [label="(128, 960, 1, 1)", style=solid]; -"718 features/denseblock3/denselayer23/conv1/conv2d/0" -> "723 features/denseblock3/denselayer23/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"719 features.denseblock3.denselayer23.norm2.weight" -> "723 features/denseblock3/denselayer23/norm2/batch_norm/0" [label="(128,)", style=solid]; -"720 features.denseblock3.denselayer23.norm2.bias" -> "723 features/denseblock3/denselayer23/norm2/batch_norm/0" [label="(128,)", style=solid]; -"721 features.denseblock3.denselayer23.norm2.running_mean" -> "723 features/denseblock3/denselayer23/norm2/batch_norm/0" [label="(128,)", style=solid]; -"722 features.denseblock3.denselayer23.norm2.running_var" -> "723 features/denseblock3/denselayer23/norm2/batch_norm/0" [label="(128,)", style=solid]; -"723 features/denseblock3/denselayer23/norm2/batch_norm/0" -> "724 features/denseblock3/denselayer23/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"724 features/denseblock3/denselayer23/relu2/relu_/0" -> "726 features/denseblock3/denselayer23/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"725 features.denseblock3.denselayer23.conv2.weight" -> "726 features/denseblock3/denselayer23/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"726 features/denseblock3/denselayer23/conv2/conv2d/0" -> "727 features/denseblock3/denselayer24/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"726 features/denseblock3/denselayer23/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"727 features/denseblock3/denselayer24/cat/0" -> "732 features/denseblock3/denselayer24/norm1/batch_norm/0" [label="(1, 992, 4, 4)", style=solid]; -"728 features.denseblock3.denselayer24.norm1.weight" -> "732 features/denseblock3/denselayer24/norm1/batch_norm/0" [label="(992,)", style=solid]; -"729 features.denseblock3.denselayer24.norm1.bias" -> "732 features/denseblock3/denselayer24/norm1/batch_norm/0" [label="(992,)", style=solid]; -"730 features.denseblock3.denselayer24.norm1.running_mean" -> "732 features/denseblock3/denselayer24/norm1/batch_norm/0" [label="(992,)", style=solid]; -"731 features.denseblock3.denselayer24.norm1.running_var" -> "732 features/denseblock3/denselayer24/norm1/batch_norm/0" [label="(992,)", style=solid]; -"732 features/denseblock3/denselayer24/norm1/batch_norm/0" -> "733 features/denseblock3/denselayer24/relu1/relu_/0" [label="(1, 992, 4, 4)", style=solid]; -"733 features/denseblock3/denselayer24/relu1/relu_/0" -> "735 features/denseblock3/denselayer24/conv1/conv2d/0" [label="(1, 992, 4, 4)", style=solid]; -"734 features.denseblock3.denselayer24.conv1.weight" -> "735 features/denseblock3/denselayer24/conv1/conv2d/0" [label="(128, 992, 1, 1)", style=solid]; -"735 features/denseblock3/denselayer24/conv1/conv2d/0" -> "740 features/denseblock3/denselayer24/norm2/batch_norm/0" [label="(1, 128, 4, 4)", style=solid]; -"736 features.denseblock3.denselayer24.norm2.weight" -> "740 features/denseblock3/denselayer24/norm2/batch_norm/0" [label="(128,)", style=solid]; -"737 features.denseblock3.denselayer24.norm2.bias" -> "740 features/denseblock3/denselayer24/norm2/batch_norm/0" [label="(128,)", style=solid]; -"738 features.denseblock3.denselayer24.norm2.running_mean" -> "740 features/denseblock3/denselayer24/norm2/batch_norm/0" [label="(128,)", style=solid]; -"739 features.denseblock3.denselayer24.norm2.running_var" -> "740 features/denseblock3/denselayer24/norm2/batch_norm/0" [label="(128,)", style=solid]; -"740 features/denseblock3/denselayer24/norm2/batch_norm/0" -> "741 features/denseblock3/denselayer24/relu2/relu_/0" [label="(1, 128, 4, 4)", style=solid]; -"741 features/denseblock3/denselayer24/relu2/relu_/0" -> "743 features/denseblock3/denselayer24/conv2/conv2d/0" [label="(1, 128, 4, 4)", style=solid]; -"742 features.denseblock3.denselayer24.conv2.weight" -> "743 features/denseblock3/denselayer24/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"743 features/denseblock3/denselayer24/conv2/conv2d/0" -> "744 features/denseblock3/cat/0" [label="(1, 32, 4, 4)", style=solid]; -"744 features/denseblock3/cat/0" -> "749 features/transition3/norm/batch_norm/0" [label="(1, 1024, 4, 4)", style=solid]; -"745 features.transition3.norm.weight" -> "749 features/transition3/norm/batch_norm/0" [label="(1024,)", style=solid]; -"746 features.transition3.norm.bias" -> "749 features/transition3/norm/batch_norm/0" [label="(1024,)", style=solid]; -"747 features.transition3.norm.running_mean" -> "749 features/transition3/norm/batch_norm/0" [label="(1024,)", style=solid]; -"748 features.transition3.norm.running_var" -> "749 features/transition3/norm/batch_norm/0" [label="(1024,)", style=solid]; -"749 features/transition3/norm/batch_norm/0" -> "750 features/transition3/relu/relu_/0" [label="(1, 1024, 4, 4)", style=solid]; -"750 features/transition3/relu/relu_/0" -> "752 features/transition3/conv/conv2d/0" [label="(1, 1024, 4, 4)", style=solid]; -"751 features.transition3.conv.weight" -> "752 features/transition3/conv/conv2d/0" [label="(512, 1024, 1, 1)", style=solid]; -"752 features/transition3/conv/conv2d/0" -> "753 features/transition3/pool/avg_pool2d/0" [label="(1, 512, 4, 4)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "754 features/denseblock4/denselayer1/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "771 features/denseblock4/denselayer2/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "788 features/denseblock4/denselayer3/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "805 features/denseblock4/denselayer4/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "822 features/denseblock4/denselayer5/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "839 features/denseblock4/denselayer6/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "856 features/denseblock4/denselayer7/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "873 features/denseblock4/denselayer8/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "890 features/denseblock4/denselayer9/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"753 features/transition3/pool/avg_pool2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 512, 2, 2)", style=solid]; -"754 features/denseblock4/denselayer1/cat/0" -> "759 features/denseblock4/denselayer1/norm1/batch_norm/0" [label="(1, 512, 2, 2)", style=solid]; -"755 features.denseblock4.denselayer1.norm1.weight" -> "759 features/denseblock4/denselayer1/norm1/batch_norm/0" [label="(512,)", style=solid]; -"756 features.denseblock4.denselayer1.norm1.bias" -> "759 features/denseblock4/denselayer1/norm1/batch_norm/0" [label="(512,)", style=solid]; -"757 features.denseblock4.denselayer1.norm1.running_mean" -> "759 features/denseblock4/denselayer1/norm1/batch_norm/0" [label="(512,)", style=solid]; -"758 features.denseblock4.denselayer1.norm1.running_var" -> "759 features/denseblock4/denselayer1/norm1/batch_norm/0" [label="(512,)", style=solid]; -"759 features/denseblock4/denselayer1/norm1/batch_norm/0" -> "760 features/denseblock4/denselayer1/relu1/relu_/0" [label="(1, 512, 2, 2)", style=solid]; -"760 features/denseblock4/denselayer1/relu1/relu_/0" -> "762 features/denseblock4/denselayer1/conv1/conv2d/0" [label="(1, 512, 2, 2)", style=solid]; -"761 features.denseblock4.denselayer1.conv1.weight" -> "762 features/denseblock4/denselayer1/conv1/conv2d/0" [label="(128, 512, 1, 1)", style=solid]; -"762 features/denseblock4/denselayer1/conv1/conv2d/0" -> "767 features/denseblock4/denselayer1/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"763 features.denseblock4.denselayer1.norm2.weight" -> "767 features/denseblock4/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"764 features.denseblock4.denselayer1.norm2.bias" -> "767 features/denseblock4/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"765 features.denseblock4.denselayer1.norm2.running_mean" -> "767 features/denseblock4/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"766 features.denseblock4.denselayer1.norm2.running_var" -> "767 features/denseblock4/denselayer1/norm2/batch_norm/0" [label="(128,)", style=solid]; -"767 features/denseblock4/denselayer1/norm2/batch_norm/0" -> "768 features/denseblock4/denselayer1/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"768 features/denseblock4/denselayer1/relu2/relu_/0" -> "770 features/denseblock4/denselayer1/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"769 features.denseblock4.denselayer1.conv2.weight" -> "770 features/denseblock4/denselayer1/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "771 features/denseblock4/denselayer2/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "788 features/denseblock4/denselayer3/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "805 features/denseblock4/denselayer4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "822 features/denseblock4/denselayer5/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "839 features/denseblock4/denselayer6/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "856 features/denseblock4/denselayer7/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "873 features/denseblock4/denselayer8/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "890 features/denseblock4/denselayer9/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"770 features/denseblock4/denselayer1/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"771 features/denseblock4/denselayer2/cat/0" -> "776 features/denseblock4/denselayer2/norm1/batch_norm/0" [label="(1, 544, 2, 2)", style=solid]; -"772 features.denseblock4.denselayer2.norm1.weight" -> "776 features/denseblock4/denselayer2/norm1/batch_norm/0" [label="(544,)", style=solid]; -"773 features.denseblock4.denselayer2.norm1.bias" -> "776 features/denseblock4/denselayer2/norm1/batch_norm/0" [label="(544,)", style=solid]; -"774 features.denseblock4.denselayer2.norm1.running_mean" -> "776 features/denseblock4/denselayer2/norm1/batch_norm/0" [label="(544,)", style=solid]; -"775 features.denseblock4.denselayer2.norm1.running_var" -> "776 features/denseblock4/denselayer2/norm1/batch_norm/0" [label="(544,)", style=solid]; -"776 features/denseblock4/denselayer2/norm1/batch_norm/0" -> "777 features/denseblock4/denselayer2/relu1/relu_/0" [label="(1, 544, 2, 2)", style=solid]; -"777 features/denseblock4/denselayer2/relu1/relu_/0" -> "779 features/denseblock4/denselayer2/conv1/conv2d/0" [label="(1, 544, 2, 2)", style=solid]; -"778 features.denseblock4.denselayer2.conv1.weight" -> "779 features/denseblock4/denselayer2/conv1/conv2d/0" [label="(128, 544, 1, 1)", style=solid]; -"779 features/denseblock4/denselayer2/conv1/conv2d/0" -> "784 features/denseblock4/denselayer2/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"780 features.denseblock4.denselayer2.norm2.weight" -> "784 features/denseblock4/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"781 features.denseblock4.denselayer2.norm2.bias" -> "784 features/denseblock4/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"782 features.denseblock4.denselayer2.norm2.running_mean" -> "784 features/denseblock4/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"783 features.denseblock4.denselayer2.norm2.running_var" -> "784 features/denseblock4/denselayer2/norm2/batch_norm/0" [label="(128,)", style=solid]; -"784 features/denseblock4/denselayer2/norm2/batch_norm/0" -> "785 features/denseblock4/denselayer2/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"785 features/denseblock4/denselayer2/relu2/relu_/0" -> "787 features/denseblock4/denselayer2/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"786 features.denseblock4.denselayer2.conv2.weight" -> "787 features/denseblock4/denselayer2/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "788 features/denseblock4/denselayer3/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "805 features/denseblock4/denselayer4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "822 features/denseblock4/denselayer5/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "839 features/denseblock4/denselayer6/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "856 features/denseblock4/denselayer7/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "873 features/denseblock4/denselayer8/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "890 features/denseblock4/denselayer9/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"787 features/denseblock4/denselayer2/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"788 features/denseblock4/denselayer3/cat/0" -> "793 features/denseblock4/denselayer3/norm1/batch_norm/0" [label="(1, 576, 2, 2)", style=solid]; -"789 features.denseblock4.denselayer3.norm1.weight" -> "793 features/denseblock4/denselayer3/norm1/batch_norm/0" [label="(576,)", style=solid]; -"790 features.denseblock4.denselayer3.norm1.bias" -> "793 features/denseblock4/denselayer3/norm1/batch_norm/0" [label="(576,)", style=solid]; -"791 features.denseblock4.denselayer3.norm1.running_mean" -> "793 features/denseblock4/denselayer3/norm1/batch_norm/0" [label="(576,)", style=solid]; -"792 features.denseblock4.denselayer3.norm1.running_var" -> "793 features/denseblock4/denselayer3/norm1/batch_norm/0" [label="(576,)", style=solid]; -"793 features/denseblock4/denselayer3/norm1/batch_norm/0" -> "794 features/denseblock4/denselayer3/relu1/relu_/0" [label="(1, 576, 2, 2)", style=solid]; -"794 features/denseblock4/denselayer3/relu1/relu_/0" -> "796 features/denseblock4/denselayer3/conv1/conv2d/0" [label="(1, 576, 2, 2)", style=solid]; -"795 features.denseblock4.denselayer3.conv1.weight" -> "796 features/denseblock4/denselayer3/conv1/conv2d/0" [label="(128, 576, 1, 1)", style=solid]; -"796 features/denseblock4/denselayer3/conv1/conv2d/0" -> "801 features/denseblock4/denselayer3/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"797 features.denseblock4.denselayer3.norm2.weight" -> "801 features/denseblock4/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"798 features.denseblock4.denselayer3.norm2.bias" -> "801 features/denseblock4/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"799 features.denseblock4.denselayer3.norm2.running_mean" -> "801 features/denseblock4/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"800 features.denseblock4.denselayer3.norm2.running_var" -> "801 features/denseblock4/denselayer3/norm2/batch_norm/0" [label="(128,)", style=solid]; -"801 features/denseblock4/denselayer3/norm2/batch_norm/0" -> "802 features/denseblock4/denselayer3/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"802 features/denseblock4/denselayer3/relu2/relu_/0" -> "804 features/denseblock4/denselayer3/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"803 features.denseblock4.denselayer3.conv2.weight" -> "804 features/denseblock4/denselayer3/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "805 features/denseblock4/denselayer4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "822 features/denseblock4/denselayer5/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "839 features/denseblock4/denselayer6/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "856 features/denseblock4/denselayer7/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "873 features/denseblock4/denselayer8/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "890 features/denseblock4/denselayer9/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"804 features/denseblock4/denselayer3/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"805 features/denseblock4/denselayer4/cat/0" -> "810 features/denseblock4/denselayer4/norm1/batch_norm/0" [label="(1, 608, 2, 2)", style=solid]; -"806 features.denseblock4.denselayer4.norm1.weight" -> "810 features/denseblock4/denselayer4/norm1/batch_norm/0" [label="(608,)", style=solid]; -"807 features.denseblock4.denselayer4.norm1.bias" -> "810 features/denseblock4/denselayer4/norm1/batch_norm/0" [label="(608,)", style=solid]; -"808 features.denseblock4.denselayer4.norm1.running_mean" -> "810 features/denseblock4/denselayer4/norm1/batch_norm/0" [label="(608,)", style=solid]; -"809 features.denseblock4.denselayer4.norm1.running_var" -> "810 features/denseblock4/denselayer4/norm1/batch_norm/0" [label="(608,)", style=solid]; -"810 features/denseblock4/denselayer4/norm1/batch_norm/0" -> "811 features/denseblock4/denselayer4/relu1/relu_/0" [label="(1, 608, 2, 2)", style=solid]; -"811 features/denseblock4/denselayer4/relu1/relu_/0" -> "813 features/denseblock4/denselayer4/conv1/conv2d/0" [label="(1, 608, 2, 2)", style=solid]; -"812 features.denseblock4.denselayer4.conv1.weight" -> "813 features/denseblock4/denselayer4/conv1/conv2d/0" [label="(128, 608, 1, 1)", style=solid]; -"813 features/denseblock4/denselayer4/conv1/conv2d/0" -> "818 features/denseblock4/denselayer4/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"814 features.denseblock4.denselayer4.norm2.weight" -> "818 features/denseblock4/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"815 features.denseblock4.denselayer4.norm2.bias" -> "818 features/denseblock4/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"816 features.denseblock4.denselayer4.norm2.running_mean" -> "818 features/denseblock4/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"817 features.denseblock4.denselayer4.norm2.running_var" -> "818 features/denseblock4/denselayer4/norm2/batch_norm/0" [label="(128,)", style=solid]; -"818 features/denseblock4/denselayer4/norm2/batch_norm/0" -> "819 features/denseblock4/denselayer4/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"819 features/denseblock4/denselayer4/relu2/relu_/0" -> "821 features/denseblock4/denselayer4/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"820 features.denseblock4.denselayer4.conv2.weight" -> "821 features/denseblock4/denselayer4/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "822 features/denseblock4/denselayer5/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "839 features/denseblock4/denselayer6/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "856 features/denseblock4/denselayer7/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "873 features/denseblock4/denselayer8/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "890 features/denseblock4/denselayer9/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"821 features/denseblock4/denselayer4/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"822 features/denseblock4/denselayer5/cat/0" -> "827 features/denseblock4/denselayer5/norm1/batch_norm/0" [label="(1, 640, 2, 2)", style=solid]; -"823 features.denseblock4.denselayer5.norm1.weight" -> "827 features/denseblock4/denselayer5/norm1/batch_norm/0" [label="(640,)", style=solid]; -"824 features.denseblock4.denselayer5.norm1.bias" -> "827 features/denseblock4/denselayer5/norm1/batch_norm/0" [label="(640,)", style=solid]; -"825 features.denseblock4.denselayer5.norm1.running_mean" -> "827 features/denseblock4/denselayer5/norm1/batch_norm/0" [label="(640,)", style=solid]; -"826 features.denseblock4.denselayer5.norm1.running_var" -> "827 features/denseblock4/denselayer5/norm1/batch_norm/0" [label="(640,)", style=solid]; -"827 features/denseblock4/denselayer5/norm1/batch_norm/0" -> "828 features/denseblock4/denselayer5/relu1/relu_/0" [label="(1, 640, 2, 2)", style=solid]; -"828 features/denseblock4/denselayer5/relu1/relu_/0" -> "830 features/denseblock4/denselayer5/conv1/conv2d/0" [label="(1, 640, 2, 2)", style=solid]; -"829 features.denseblock4.denselayer5.conv1.weight" -> "830 features/denseblock4/denselayer5/conv1/conv2d/0" [label="(128, 640, 1, 1)", style=solid]; -"830 features/denseblock4/denselayer5/conv1/conv2d/0" -> "835 features/denseblock4/denselayer5/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"831 features.denseblock4.denselayer5.norm2.weight" -> "835 features/denseblock4/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"832 features.denseblock4.denselayer5.norm2.bias" -> "835 features/denseblock4/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"833 features.denseblock4.denselayer5.norm2.running_mean" -> "835 features/denseblock4/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"834 features.denseblock4.denselayer5.norm2.running_var" -> "835 features/denseblock4/denselayer5/norm2/batch_norm/0" [label="(128,)", style=solid]; -"835 features/denseblock4/denselayer5/norm2/batch_norm/0" -> "836 features/denseblock4/denselayer5/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"836 features/denseblock4/denselayer5/relu2/relu_/0" -> "838 features/denseblock4/denselayer5/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"837 features.denseblock4.denselayer5.conv2.weight" -> "838 features/denseblock4/denselayer5/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "839 features/denseblock4/denselayer6/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "856 features/denseblock4/denselayer7/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "873 features/denseblock4/denselayer8/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "890 features/denseblock4/denselayer9/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"838 features/denseblock4/denselayer5/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"839 features/denseblock4/denselayer6/cat/0" -> "844 features/denseblock4/denselayer6/norm1/batch_norm/0" [label="(1, 672, 2, 2)", style=solid]; -"840 features.denseblock4.denselayer6.norm1.weight" -> "844 features/denseblock4/denselayer6/norm1/batch_norm/0" [label="(672,)", style=solid]; -"841 features.denseblock4.denselayer6.norm1.bias" -> "844 features/denseblock4/denselayer6/norm1/batch_norm/0" [label="(672,)", style=solid]; -"842 features.denseblock4.denselayer6.norm1.running_mean" -> "844 features/denseblock4/denselayer6/norm1/batch_norm/0" [label="(672,)", style=solid]; -"843 features.denseblock4.denselayer6.norm1.running_var" -> "844 features/denseblock4/denselayer6/norm1/batch_norm/0" [label="(672,)", style=solid]; -"844 features/denseblock4/denselayer6/norm1/batch_norm/0" -> "845 features/denseblock4/denselayer6/relu1/relu_/0" [label="(1, 672, 2, 2)", style=solid]; -"845 features/denseblock4/denselayer6/relu1/relu_/0" -> "847 features/denseblock4/denselayer6/conv1/conv2d/0" [label="(1, 672, 2, 2)", style=solid]; -"846 features.denseblock4.denselayer6.conv1.weight" -> "847 features/denseblock4/denselayer6/conv1/conv2d/0" [label="(128, 672, 1, 1)", style=solid]; -"847 features/denseblock4/denselayer6/conv1/conv2d/0" -> "852 features/denseblock4/denselayer6/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"848 features.denseblock4.denselayer6.norm2.weight" -> "852 features/denseblock4/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"849 features.denseblock4.denselayer6.norm2.bias" -> "852 features/denseblock4/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"850 features.denseblock4.denselayer6.norm2.running_mean" -> "852 features/denseblock4/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"851 features.denseblock4.denselayer6.norm2.running_var" -> "852 features/denseblock4/denselayer6/norm2/batch_norm/0" [label="(128,)", style=solid]; -"852 features/denseblock4/denselayer6/norm2/batch_norm/0" -> "853 features/denseblock4/denselayer6/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"853 features/denseblock4/denselayer6/relu2/relu_/0" -> "855 features/denseblock4/denselayer6/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"854 features.denseblock4.denselayer6.conv2.weight" -> "855 features/denseblock4/denselayer6/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "856 features/denseblock4/denselayer7/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "873 features/denseblock4/denselayer8/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "890 features/denseblock4/denselayer9/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"855 features/denseblock4/denselayer6/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"856 features/denseblock4/denselayer7/cat/0" -> "861 features/denseblock4/denselayer7/norm1/batch_norm/0" [label="(1, 704, 2, 2)", style=solid]; -"857 features.denseblock4.denselayer7.norm1.weight" -> "861 features/denseblock4/denselayer7/norm1/batch_norm/0" [label="(704,)", style=solid]; -"858 features.denseblock4.denselayer7.norm1.bias" -> "861 features/denseblock4/denselayer7/norm1/batch_norm/0" [label="(704,)", style=solid]; -"859 features.denseblock4.denselayer7.norm1.running_mean" -> "861 features/denseblock4/denselayer7/norm1/batch_norm/0" [label="(704,)", style=solid]; -"860 features.denseblock4.denselayer7.norm1.running_var" -> "861 features/denseblock4/denselayer7/norm1/batch_norm/0" [label="(704,)", style=solid]; -"861 features/denseblock4/denselayer7/norm1/batch_norm/0" -> "862 features/denseblock4/denselayer7/relu1/relu_/0" [label="(1, 704, 2, 2)", style=solid]; -"862 features/denseblock4/denselayer7/relu1/relu_/0" -> "864 features/denseblock4/denselayer7/conv1/conv2d/0" [label="(1, 704, 2, 2)", style=solid]; -"863 features.denseblock4.denselayer7.conv1.weight" -> "864 features/denseblock4/denselayer7/conv1/conv2d/0" [label="(128, 704, 1, 1)", style=solid]; -"864 features/denseblock4/denselayer7/conv1/conv2d/0" -> "869 features/denseblock4/denselayer7/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"865 features.denseblock4.denselayer7.norm2.weight" -> "869 features/denseblock4/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"866 features.denseblock4.denselayer7.norm2.bias" -> "869 features/denseblock4/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"867 features.denseblock4.denselayer7.norm2.running_mean" -> "869 features/denseblock4/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"868 features.denseblock4.denselayer7.norm2.running_var" -> "869 features/denseblock4/denselayer7/norm2/batch_norm/0" [label="(128,)", style=solid]; -"869 features/denseblock4/denselayer7/norm2/batch_norm/0" -> "870 features/denseblock4/denselayer7/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"870 features/denseblock4/denselayer7/relu2/relu_/0" -> "872 features/denseblock4/denselayer7/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"871 features.denseblock4.denselayer7.conv2.weight" -> "872 features/denseblock4/denselayer7/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "873 features/denseblock4/denselayer8/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "890 features/denseblock4/denselayer9/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"872 features/denseblock4/denselayer7/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"873 features/denseblock4/denselayer8/cat/0" -> "878 features/denseblock4/denselayer8/norm1/batch_norm/0" [label="(1, 736, 2, 2)", style=solid]; -"874 features.denseblock4.denselayer8.norm1.weight" -> "878 features/denseblock4/denselayer8/norm1/batch_norm/0" [label="(736,)", style=solid]; -"875 features.denseblock4.denselayer8.norm1.bias" -> "878 features/denseblock4/denselayer8/norm1/batch_norm/0" [label="(736,)", style=solid]; -"876 features.denseblock4.denselayer8.norm1.running_mean" -> "878 features/denseblock4/denselayer8/norm1/batch_norm/0" [label="(736,)", style=solid]; -"877 features.denseblock4.denselayer8.norm1.running_var" -> "878 features/denseblock4/denselayer8/norm1/batch_norm/0" [label="(736,)", style=solid]; -"878 features/denseblock4/denselayer8/norm1/batch_norm/0" -> "879 features/denseblock4/denselayer8/relu1/relu_/0" [label="(1, 736, 2, 2)", style=solid]; -"879 features/denseblock4/denselayer8/relu1/relu_/0" -> "881 features/denseblock4/denselayer8/conv1/conv2d/0" [label="(1, 736, 2, 2)", style=solid]; -"880 features.denseblock4.denselayer8.conv1.weight" -> "881 features/denseblock4/denselayer8/conv1/conv2d/0" [label="(128, 736, 1, 1)", style=solid]; -"881 features/denseblock4/denselayer8/conv1/conv2d/0" -> "886 features/denseblock4/denselayer8/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"882 features.denseblock4.denselayer8.norm2.weight" -> "886 features/denseblock4/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"883 features.denseblock4.denselayer8.norm2.bias" -> "886 features/denseblock4/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"884 features.denseblock4.denselayer8.norm2.running_mean" -> "886 features/denseblock4/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"885 features.denseblock4.denselayer8.norm2.running_var" -> "886 features/denseblock4/denselayer8/norm2/batch_norm/0" [label="(128,)", style=solid]; -"886 features/denseblock4/denselayer8/norm2/batch_norm/0" -> "887 features/denseblock4/denselayer8/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"887 features/denseblock4/denselayer8/relu2/relu_/0" -> "889 features/denseblock4/denselayer8/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"888 features.denseblock4.denselayer8.conv2.weight" -> "889 features/denseblock4/denselayer8/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" -> "890 features/denseblock4/denselayer9/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"889 features/denseblock4/denselayer8/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"890 features/denseblock4/denselayer9/cat/0" -> "895 features/denseblock4/denselayer9/norm1/batch_norm/0" [label="(1, 768, 2, 2)", style=solid]; -"891 features.denseblock4.denselayer9.norm1.weight" -> "895 features/denseblock4/denselayer9/norm1/batch_norm/0" [label="(768,)", style=solid]; -"892 features.denseblock4.denselayer9.norm1.bias" -> "895 features/denseblock4/denselayer9/norm1/batch_norm/0" [label="(768,)", style=solid]; -"893 features.denseblock4.denselayer9.norm1.running_mean" -> "895 features/denseblock4/denselayer9/norm1/batch_norm/0" [label="(768,)", style=solid]; -"894 features.denseblock4.denselayer9.norm1.running_var" -> "895 features/denseblock4/denselayer9/norm1/batch_norm/0" [label="(768,)", style=solid]; -"895 features/denseblock4/denselayer9/norm1/batch_norm/0" -> "896 features/denseblock4/denselayer9/relu1/relu_/0" [label="(1, 768, 2, 2)", style=solid]; -"896 features/denseblock4/denselayer9/relu1/relu_/0" -> "898 features/denseblock4/denselayer9/conv1/conv2d/0" [label="(1, 768, 2, 2)", style=solid]; -"897 features.denseblock4.denselayer9.conv1.weight" -> "898 features/denseblock4/denselayer9/conv1/conv2d/0" [label="(128, 768, 1, 1)", style=solid]; -"898 features/denseblock4/denselayer9/conv1/conv2d/0" -> "903 features/denseblock4/denselayer9/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"899 features.denseblock4.denselayer9.norm2.weight" -> "903 features/denseblock4/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"900 features.denseblock4.denselayer9.norm2.bias" -> "903 features/denseblock4/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"901 features.denseblock4.denselayer9.norm2.running_mean" -> "903 features/denseblock4/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"902 features.denseblock4.denselayer9.norm2.running_var" -> "903 features/denseblock4/denselayer9/norm2/batch_norm/0" [label="(128,)", style=solid]; -"903 features/denseblock4/denselayer9/norm2/batch_norm/0" -> "904 features/denseblock4/denselayer9/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"904 features/denseblock4/denselayer9/relu2/relu_/0" -> "906 features/denseblock4/denselayer9/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"905 features.denseblock4.denselayer9.conv2.weight" -> "906 features/denseblock4/denselayer9/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"906 features/denseblock4/denselayer9/conv2/conv2d/0" -> "907 features/denseblock4/denselayer10/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"906 features/denseblock4/denselayer9/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"906 features/denseblock4/denselayer9/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"906 features/denseblock4/denselayer9/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"906 features/denseblock4/denselayer9/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"906 features/denseblock4/denselayer9/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"906 features/denseblock4/denselayer9/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"906 features/denseblock4/denselayer9/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"907 features/denseblock4/denselayer10/cat/0" -> "912 features/denseblock4/denselayer10/norm1/batch_norm/0" [label="(1, 800, 2, 2)", style=solid]; -"908 features.denseblock4.denselayer10.norm1.weight" -> "912 features/denseblock4/denselayer10/norm1/batch_norm/0" [label="(800,)", style=solid]; -"909 features.denseblock4.denselayer10.norm1.bias" -> "912 features/denseblock4/denselayer10/norm1/batch_norm/0" [label="(800,)", style=solid]; -"910 features.denseblock4.denselayer10.norm1.running_mean" -> "912 features/denseblock4/denselayer10/norm1/batch_norm/0" [label="(800,)", style=solid]; -"911 features.denseblock4.denselayer10.norm1.running_var" -> "912 features/denseblock4/denselayer10/norm1/batch_norm/0" [label="(800,)", style=solid]; -"912 features/denseblock4/denselayer10/norm1/batch_norm/0" -> "913 features/denseblock4/denselayer10/relu1/relu_/0" [label="(1, 800, 2, 2)", style=solid]; -"913 features/denseblock4/denselayer10/relu1/relu_/0" -> "915 features/denseblock4/denselayer10/conv1/conv2d/0" [label="(1, 800, 2, 2)", style=solid]; -"914 features.denseblock4.denselayer10.conv1.weight" -> "915 features/denseblock4/denselayer10/conv1/conv2d/0" [label="(128, 800, 1, 1)", style=solid]; -"915 features/denseblock4/denselayer10/conv1/conv2d/0" -> "920 features/denseblock4/denselayer10/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"916 features.denseblock4.denselayer10.norm2.weight" -> "920 features/denseblock4/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"917 features.denseblock4.denselayer10.norm2.bias" -> "920 features/denseblock4/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"918 features.denseblock4.denselayer10.norm2.running_mean" -> "920 features/denseblock4/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"919 features.denseblock4.denselayer10.norm2.running_var" -> "920 features/denseblock4/denselayer10/norm2/batch_norm/0" [label="(128,)", style=solid]; -"920 features/denseblock4/denselayer10/norm2/batch_norm/0" -> "921 features/denseblock4/denselayer10/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"921 features/denseblock4/denselayer10/relu2/relu_/0" -> "923 features/denseblock4/denselayer10/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"922 features.denseblock4.denselayer10.conv2.weight" -> "923 features/denseblock4/denselayer10/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"923 features/denseblock4/denselayer10/conv2/conv2d/0" -> "924 features/denseblock4/denselayer11/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"923 features/denseblock4/denselayer10/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"923 features/denseblock4/denselayer10/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"923 features/denseblock4/denselayer10/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"923 features/denseblock4/denselayer10/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"923 features/denseblock4/denselayer10/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"923 features/denseblock4/denselayer10/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"924 features/denseblock4/denselayer11/cat/0" -> "929 features/denseblock4/denselayer11/norm1/batch_norm/0" [label="(1, 832, 2, 2)", style=solid]; -"925 features.denseblock4.denselayer11.norm1.weight" -> "929 features/denseblock4/denselayer11/norm1/batch_norm/0" [label="(832,)", style=solid]; -"926 features.denseblock4.denselayer11.norm1.bias" -> "929 features/denseblock4/denselayer11/norm1/batch_norm/0" [label="(832,)", style=solid]; -"927 features.denseblock4.denselayer11.norm1.running_mean" -> "929 features/denseblock4/denselayer11/norm1/batch_norm/0" [label="(832,)", style=solid]; -"928 features.denseblock4.denselayer11.norm1.running_var" -> "929 features/denseblock4/denselayer11/norm1/batch_norm/0" [label="(832,)", style=solid]; -"929 features/denseblock4/denselayer11/norm1/batch_norm/0" -> "930 features/denseblock4/denselayer11/relu1/relu_/0" [label="(1, 832, 2, 2)", style=solid]; -"930 features/denseblock4/denselayer11/relu1/relu_/0" -> "932 features/denseblock4/denselayer11/conv1/conv2d/0" [label="(1, 832, 2, 2)", style=solid]; -"931 features.denseblock4.denselayer11.conv1.weight" -> "932 features/denseblock4/denselayer11/conv1/conv2d/0" [label="(128, 832, 1, 1)", style=solid]; -"932 features/denseblock4/denselayer11/conv1/conv2d/0" -> "937 features/denseblock4/denselayer11/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"933 features.denseblock4.denselayer11.norm2.weight" -> "937 features/denseblock4/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"934 features.denseblock4.denselayer11.norm2.bias" -> "937 features/denseblock4/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"935 features.denseblock4.denselayer11.norm2.running_mean" -> "937 features/denseblock4/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"936 features.denseblock4.denselayer11.norm2.running_var" -> "937 features/denseblock4/denselayer11/norm2/batch_norm/0" [label="(128,)", style=solid]; -"937 features/denseblock4/denselayer11/norm2/batch_norm/0" -> "938 features/denseblock4/denselayer11/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"938 features/denseblock4/denselayer11/relu2/relu_/0" -> "940 features/denseblock4/denselayer11/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"939 features.denseblock4.denselayer11.conv2.weight" -> "940 features/denseblock4/denselayer11/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"940 features/denseblock4/denselayer11/conv2/conv2d/0" -> "941 features/denseblock4/denselayer12/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"940 features/denseblock4/denselayer11/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"940 features/denseblock4/denselayer11/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"940 features/denseblock4/denselayer11/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"940 features/denseblock4/denselayer11/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"940 features/denseblock4/denselayer11/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"941 features/denseblock4/denselayer12/cat/0" -> "946 features/denseblock4/denselayer12/norm1/batch_norm/0" [label="(1, 864, 2, 2)", style=solid]; -"942 features.denseblock4.denselayer12.norm1.weight" -> "946 features/denseblock4/denselayer12/norm1/batch_norm/0" [label="(864,)", style=solid]; -"943 features.denseblock4.denselayer12.norm1.bias" -> "946 features/denseblock4/denselayer12/norm1/batch_norm/0" [label="(864,)", style=solid]; -"944 features.denseblock4.denselayer12.norm1.running_mean" -> "946 features/denseblock4/denselayer12/norm1/batch_norm/0" [label="(864,)", style=solid]; -"945 features.denseblock4.denselayer12.norm1.running_var" -> "946 features/denseblock4/denselayer12/norm1/batch_norm/0" [label="(864,)", style=solid]; -"946 features/denseblock4/denselayer12/norm1/batch_norm/0" -> "947 features/denseblock4/denselayer12/relu1/relu_/0" [label="(1, 864, 2, 2)", style=solid]; -"947 features/denseblock4/denselayer12/relu1/relu_/0" -> "949 features/denseblock4/denselayer12/conv1/conv2d/0" [label="(1, 864, 2, 2)", style=solid]; -"948 features.denseblock4.denselayer12.conv1.weight" -> "949 features/denseblock4/denselayer12/conv1/conv2d/0" [label="(128, 864, 1, 1)", style=solid]; -"949 features/denseblock4/denselayer12/conv1/conv2d/0" -> "954 features/denseblock4/denselayer12/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"950 features.denseblock4.denselayer12.norm2.weight" -> "954 features/denseblock4/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"951 features.denseblock4.denselayer12.norm2.bias" -> "954 features/denseblock4/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"952 features.denseblock4.denselayer12.norm2.running_mean" -> "954 features/denseblock4/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"953 features.denseblock4.denselayer12.norm2.running_var" -> "954 features/denseblock4/denselayer12/norm2/batch_norm/0" [label="(128,)", style=solid]; -"954 features/denseblock4/denselayer12/norm2/batch_norm/0" -> "955 features/denseblock4/denselayer12/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"955 features/denseblock4/denselayer12/relu2/relu_/0" -> "957 features/denseblock4/denselayer12/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"956 features.denseblock4.denselayer12.conv2.weight" -> "957 features/denseblock4/denselayer12/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"957 features/denseblock4/denselayer12/conv2/conv2d/0" -> "958 features/denseblock4/denselayer13/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"957 features/denseblock4/denselayer12/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"957 features/denseblock4/denselayer12/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"957 features/denseblock4/denselayer12/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"957 features/denseblock4/denselayer12/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"958 features/denseblock4/denselayer13/cat/0" -> "963 features/denseblock4/denselayer13/norm1/batch_norm/0" [label="(1, 896, 2, 2)", style=solid]; -"959 features.denseblock4.denselayer13.norm1.weight" -> "963 features/denseblock4/denselayer13/norm1/batch_norm/0" [label="(896,)", style=solid]; -"960 features.denseblock4.denselayer13.norm1.bias" -> "963 features/denseblock4/denselayer13/norm1/batch_norm/0" [label="(896,)", style=solid]; -"961 features.denseblock4.denselayer13.norm1.running_mean" -> "963 features/denseblock4/denselayer13/norm1/batch_norm/0" [label="(896,)", style=solid]; -"962 features.denseblock4.denselayer13.norm1.running_var" -> "963 features/denseblock4/denselayer13/norm1/batch_norm/0" [label="(896,)", style=solid]; -"963 features/denseblock4/denselayer13/norm1/batch_norm/0" -> "964 features/denseblock4/denselayer13/relu1/relu_/0" [label="(1, 896, 2, 2)", style=solid]; -"964 features/denseblock4/denselayer13/relu1/relu_/0" -> "966 features/denseblock4/denselayer13/conv1/conv2d/0" [label="(1, 896, 2, 2)", style=solid]; -"965 features.denseblock4.denselayer13.conv1.weight" -> "966 features/denseblock4/denselayer13/conv1/conv2d/0" [label="(128, 896, 1, 1)", style=solid]; -"966 features/denseblock4/denselayer13/conv1/conv2d/0" -> "971 features/denseblock4/denselayer13/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"967 features.denseblock4.denselayer13.norm2.weight" -> "971 features/denseblock4/denselayer13/norm2/batch_norm/0" [label="(128,)", style=solid]; -"968 features.denseblock4.denselayer13.norm2.bias" -> "971 features/denseblock4/denselayer13/norm2/batch_norm/0" [label="(128,)", style=solid]; -"969 features.denseblock4.denselayer13.norm2.running_mean" -> "971 features/denseblock4/denselayer13/norm2/batch_norm/0" [label="(128,)", style=solid]; -"970 features.denseblock4.denselayer13.norm2.running_var" -> "971 features/denseblock4/denselayer13/norm2/batch_norm/0" [label="(128,)", style=solid]; -"971 features/denseblock4/denselayer13/norm2/batch_norm/0" -> "972 features/denseblock4/denselayer13/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"972 features/denseblock4/denselayer13/relu2/relu_/0" -> "974 features/denseblock4/denselayer13/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"973 features.denseblock4.denselayer13.conv2.weight" -> "974 features/denseblock4/denselayer13/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"974 features/denseblock4/denselayer13/conv2/conv2d/0" -> "975 features/denseblock4/denselayer14/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"974 features/denseblock4/denselayer13/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"974 features/denseblock4/denselayer13/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"974 features/denseblock4/denselayer13/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"975 features/denseblock4/denselayer14/cat/0" -> "980 features/denseblock4/denselayer14/norm1/batch_norm/0" [label="(1, 928, 2, 2)", style=solid]; -"976 features.denseblock4.denselayer14.norm1.weight" -> "980 features/denseblock4/denselayer14/norm1/batch_norm/0" [label="(928,)", style=solid]; -"977 features.denseblock4.denselayer14.norm1.bias" -> "980 features/denseblock4/denselayer14/norm1/batch_norm/0" [label="(928,)", style=solid]; -"978 features.denseblock4.denselayer14.norm1.running_mean" -> "980 features/denseblock4/denselayer14/norm1/batch_norm/0" [label="(928,)", style=solid]; -"979 features.denseblock4.denselayer14.norm1.running_var" -> "980 features/denseblock4/denselayer14/norm1/batch_norm/0" [label="(928,)", style=solid]; -"980 features/denseblock4/denselayer14/norm1/batch_norm/0" -> "981 features/denseblock4/denselayer14/relu1/relu_/0" [label="(1, 928, 2, 2)", style=solid]; -"981 features/denseblock4/denselayer14/relu1/relu_/0" -> "983 features/denseblock4/denselayer14/conv1/conv2d/0" [label="(1, 928, 2, 2)", style=solid]; -"982 features.denseblock4.denselayer14.conv1.weight" -> "983 features/denseblock4/denselayer14/conv1/conv2d/0" [label="(128, 928, 1, 1)", style=solid]; -"983 features/denseblock4/denselayer14/conv1/conv2d/0" -> "988 features/denseblock4/denselayer14/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"984 features.denseblock4.denselayer14.norm2.weight" -> "988 features/denseblock4/denselayer14/norm2/batch_norm/0" [label="(128,)", style=solid]; -"985 features.denseblock4.denselayer14.norm2.bias" -> "988 features/denseblock4/denselayer14/norm2/batch_norm/0" [label="(128,)", style=solid]; -"986 features.denseblock4.denselayer14.norm2.running_mean" -> "988 features/denseblock4/denselayer14/norm2/batch_norm/0" [label="(128,)", style=solid]; -"987 features.denseblock4.denselayer14.norm2.running_var" -> "988 features/denseblock4/denselayer14/norm2/batch_norm/0" [label="(128,)", style=solid]; -"988 features/denseblock4/denselayer14/norm2/batch_norm/0" -> "989 features/denseblock4/denselayer14/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"989 features/denseblock4/denselayer14/relu2/relu_/0" -> "991 features/denseblock4/denselayer14/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"990 features.denseblock4.denselayer14.conv2.weight" -> "991 features/denseblock4/denselayer14/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"991 features/denseblock4/denselayer14/conv2/conv2d/0" -> "992 features/denseblock4/denselayer15/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"991 features/denseblock4/denselayer14/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"991 features/denseblock4/denselayer14/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"992 features/denseblock4/denselayer15/cat/0" -> "997 features/denseblock4/denselayer15/norm1/batch_norm/0" [label="(1, 960, 2, 2)", style=solid]; -"993 features.denseblock4.denselayer15.norm1.weight" -> "997 features/denseblock4/denselayer15/norm1/batch_norm/0" [label="(960,)", style=solid]; -"994 features.denseblock4.denselayer15.norm1.bias" -> "997 features/denseblock4/denselayer15/norm1/batch_norm/0" [label="(960,)", style=solid]; -"995 features.denseblock4.denselayer15.norm1.running_mean" -> "997 features/denseblock4/denselayer15/norm1/batch_norm/0" [label="(960,)", style=solid]; -"996 features.denseblock4.denselayer15.norm1.running_var" -> "997 features/denseblock4/denselayer15/norm1/batch_norm/0" [label="(960,)", style=solid]; -"997 features/denseblock4/denselayer15/norm1/batch_norm/0" -> "998 features/denseblock4/denselayer15/relu1/relu_/0" [label="(1, 960, 2, 2)", style=solid]; -"998 features/denseblock4/denselayer15/relu1/relu_/0" -> "1000 features/denseblock4/denselayer15/conv1/conv2d/0" [label="(1, 960, 2, 2)", style=solid]; -"999 features.denseblock4.denselayer15.conv1.weight" -> "1000 features/denseblock4/denselayer15/conv1/conv2d/0" [label="(128, 960, 1, 1)", style=solid]; -"1000 features/denseblock4/denselayer15/conv1/conv2d/0" -> "1005 features/denseblock4/denselayer15/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"1001 features.denseblock4.denselayer15.norm2.weight" -> "1005 features/denseblock4/denselayer15/norm2/batch_norm/0" [label="(128,)", style=solid]; -"1002 features.denseblock4.denselayer15.norm2.bias" -> "1005 features/denseblock4/denselayer15/norm2/batch_norm/0" [label="(128,)", style=solid]; -"1003 features.denseblock4.denselayer15.norm2.running_mean" -> "1005 features/denseblock4/denselayer15/norm2/batch_norm/0" [label="(128,)", style=solid]; -"1004 features.denseblock4.denselayer15.norm2.running_var" -> "1005 features/denseblock4/denselayer15/norm2/batch_norm/0" [label="(128,)", style=solid]; -"1005 features/denseblock4/denselayer15/norm2/batch_norm/0" -> "1006 features/denseblock4/denselayer15/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"1006 features/denseblock4/denselayer15/relu2/relu_/0" -> "1008 features/denseblock4/denselayer15/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"1007 features.denseblock4.denselayer15.conv2.weight" -> "1008 features/denseblock4/denselayer15/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"1008 features/denseblock4/denselayer15/conv2/conv2d/0" -> "1009 features/denseblock4/denselayer16/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"1008 features/denseblock4/denselayer15/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"1009 features/denseblock4/denselayer16/cat/0" -> "1014 features/denseblock4/denselayer16/norm1/batch_norm/0" [label="(1, 992, 2, 2)", style=solid]; -"1010 features.denseblock4.denselayer16.norm1.weight" -> "1014 features/denseblock4/denselayer16/norm1/batch_norm/0" [label="(992,)", style=solid]; -"1011 features.denseblock4.denselayer16.norm1.bias" -> "1014 features/denseblock4/denselayer16/norm1/batch_norm/0" [label="(992,)", style=solid]; -"1012 features.denseblock4.denselayer16.norm1.running_mean" -> "1014 features/denseblock4/denselayer16/norm1/batch_norm/0" [label="(992,)", style=solid]; -"1013 features.denseblock4.denselayer16.norm1.running_var" -> "1014 features/denseblock4/denselayer16/norm1/batch_norm/0" [label="(992,)", style=solid]; -"1014 features/denseblock4/denselayer16/norm1/batch_norm/0" -> "1015 features/denseblock4/denselayer16/relu1/relu_/0" [label="(1, 992, 2, 2)", style=solid]; -"1015 features/denseblock4/denselayer16/relu1/relu_/0" -> "1017 features/denseblock4/denselayer16/conv1/conv2d/0" [label="(1, 992, 2, 2)", style=solid]; -"1016 features.denseblock4.denselayer16.conv1.weight" -> "1017 features/denseblock4/denselayer16/conv1/conv2d/0" [label="(128, 992, 1, 1)", style=solid]; -"1017 features/denseblock4/denselayer16/conv1/conv2d/0" -> "1022 features/denseblock4/denselayer16/norm2/batch_norm/0" [label="(1, 128, 2, 2)", style=solid]; -"1018 features.denseblock4.denselayer16.norm2.weight" -> "1022 features/denseblock4/denselayer16/norm2/batch_norm/0" [label="(128,)", style=solid]; -"1019 features.denseblock4.denselayer16.norm2.bias" -> "1022 features/denseblock4/denselayer16/norm2/batch_norm/0" [label="(128,)", style=solid]; -"1020 features.denseblock4.denselayer16.norm2.running_mean" -> "1022 features/denseblock4/denselayer16/norm2/batch_norm/0" [label="(128,)", style=solid]; -"1021 features.denseblock4.denselayer16.norm2.running_var" -> "1022 features/denseblock4/denselayer16/norm2/batch_norm/0" [label="(128,)", style=solid]; -"1022 features/denseblock4/denselayer16/norm2/batch_norm/0" -> "1023 features/denseblock4/denselayer16/relu2/relu_/0" [label="(1, 128, 2, 2)", style=solid]; -"1023 features/denseblock4/denselayer16/relu2/relu_/0" -> "1025 features/denseblock4/denselayer16/conv2/conv2d/0" [label="(1, 128, 2, 2)", style=solid]; -"1024 features.denseblock4.denselayer16.conv2.weight" -> "1025 features/denseblock4/denselayer16/conv2/conv2d/0" [label="(32, 128, 3, 3)", style=solid]; -"1025 features/denseblock4/denselayer16/conv2/conv2d/0" -> "1026 features/denseblock4/cat/0" [label="(1, 32, 2, 2)", style=solid]; -"1026 features/denseblock4/cat/0" -> "1031 features/norm5/batch_norm/0" [label="(1, 1024, 2, 2)", style=solid]; -"1027 features.norm5.weight" -> "1031 features/norm5/batch_norm/0" [label="(1024,)", style=solid]; -"1028 features.norm5.bias" -> "1031 features/norm5/batch_norm/0" [label="(1024,)", style=solid]; -"1029 features.norm5.running_mean" -> "1031 features/norm5/batch_norm/0" [label="(1024,)", style=solid]; -"1030 features.norm5.running_var" -> "1031 features/norm5/batch_norm/0" [label="(1024,)", style=solid]; -"1031 features/norm5/batch_norm/0" -> "1032 /relu_/0" [label="(1, 1024, 2, 2)", style=solid]; -"1032 /relu_/0" -> "1033 /adaptive_avg_pool2d/0" [label="(1, 1024, 2, 2)", style=solid]; -"1033 /adaptive_avg_pool2d/0" -> "1034 /flatten/0" [label="(1, 1024, 1, 1)", style=solid]; -"1034 /flatten/0" -> "1037 classifier/linear/0" [label="(1, 1024)", style=solid]; -"1035 classifier.weight" -> "1037 classifier/linear/0" [label="(1000, 1024)", style=solid]; -"1036 classifier.bias" -> "1037 classifier/linear/0" [label="(1000,)", style=solid]; -"1037 classifier/linear/0" -> "1038 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"features.conv0.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/conv0/conv2d/0" [id=2, metatype=PTConv2dMetatype, type=conv2d]; +"features.norm0.weight" [id=3, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.norm0.bias" [id=4, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.norm0.running_mean" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.norm0.running_var" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/norm0/batch_norm/0" [id=7, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/relu0/relu_/0" [id=8, metatype=PTRELUMetatype, type=relu_]; +"features/pool0/max_pool2d/0" [id=9, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"features/denseblock1/denselayer1/cat/0" [id=10, metatype=PTCatMetatype, type=cat]; +"features.denseblock1.denselayer1.norm1.weight" [id=11, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer1.norm1.bias" [id=12, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer1.norm1.running_mean" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer1.norm1.running_var" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer1/norm1/batch_norm/0" [id=15, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer1/relu1/relu_/0" [id=16, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer1.conv1.weight" [id=17, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer1/conv1/conv2d/0" [id=18, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock1.denselayer1.norm2.weight" [id=19, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer1.norm2.bias" [id=20, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer1.norm2.running_mean" [id=21, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer1.norm2.running_var" [id=22, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer1/norm2/batch_norm/0" [id=23, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer1/relu2/relu_/0" [id=24, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer1.conv2.weight" [id=25, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer1/conv2/conv2d/0" [id=26, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock1/denselayer2/cat/0" [id=27, metatype=PTCatMetatype, type=cat]; +"features.denseblock1.denselayer2.norm1.weight" [id=28, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer2.norm1.bias" [id=29, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer2.norm1.running_mean" [id=30, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer2.norm1.running_var" [id=31, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer2/norm1/batch_norm/0" [id=32, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer2/relu1/relu_/0" [id=33, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer2.conv1.weight" [id=34, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer2/conv1/conv2d/0" [id=35, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock1.denselayer2.norm2.weight" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer2.norm2.bias" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer2.norm2.running_mean" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer2.norm2.running_var" [id=39, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer2/norm2/batch_norm/0" [id=40, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer2/relu2/relu_/0" [id=41, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer2.conv2.weight" [id=42, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer2/conv2/conv2d/0" [id=43, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock1/denselayer3/cat/0" [id=44, metatype=PTCatMetatype, type=cat]; +"features.denseblock1.denselayer3.norm1.weight" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer3.norm1.bias" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer3.norm1.running_mean" [id=47, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer3.norm1.running_var" [id=48, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer3/norm1/batch_norm/0" [id=49, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer3/relu1/relu_/0" [id=50, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer3.conv1.weight" [id=51, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer3/conv1/conv2d/0" [id=52, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock1.denselayer3.norm2.weight" [id=53, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer3.norm2.bias" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer3.norm2.running_mean" [id=55, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer3.norm2.running_var" [id=56, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer3/norm2/batch_norm/0" [id=57, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer3/relu2/relu_/0" [id=58, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer3.conv2.weight" [id=59, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer3/conv2/conv2d/0" [id=60, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock1/denselayer4/cat/0" [id=61, metatype=PTCatMetatype, type=cat]; +"features.denseblock1.denselayer4.norm1.weight" [id=62, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer4.norm1.bias" [id=63, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer4.norm1.running_mean" [id=64, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer4.norm1.running_var" [id=65, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer4/norm1/batch_norm/0" [id=66, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer4/relu1/relu_/0" [id=67, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer4.conv1.weight" [id=68, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer4/conv1/conv2d/0" [id=69, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock1.denselayer4.norm2.weight" [id=70, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer4.norm2.bias" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer4.norm2.running_mean" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer4.norm2.running_var" [id=73, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer4/norm2/batch_norm/0" [id=74, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer4/relu2/relu_/0" [id=75, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer4.conv2.weight" [id=76, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer4/conv2/conv2d/0" [id=77, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock1/denselayer5/cat/0" [id=78, metatype=PTCatMetatype, type=cat]; +"features.denseblock1.denselayer5.norm1.weight" [id=79, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer5.norm1.bias" [id=80, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer5.norm1.running_mean" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer5.norm1.running_var" [id=82, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer5/norm1/batch_norm/0" [id=83, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer5/relu1/relu_/0" [id=84, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer5.conv1.weight" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer5/conv1/conv2d/0" [id=86, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock1.denselayer5.norm2.weight" [id=87, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer5.norm2.bias" [id=88, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer5.norm2.running_mean" [id=89, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer5.norm2.running_var" [id=90, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer5/norm2/batch_norm/0" [id=91, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer5/relu2/relu_/0" [id=92, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer5.conv2.weight" [id=93, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer5/conv2/conv2d/0" [id=94, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock1/denselayer6/cat/0" [id=95, metatype=PTCatMetatype, type=cat]; +"features.denseblock1.denselayer6.norm1.weight" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer6.norm1.bias" [id=97, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer6.norm1.running_mean" [id=98, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer6.norm1.running_var" [id=99, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer6/norm1/batch_norm/0" [id=100, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer6/relu1/relu_/0" [id=101, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer6.conv1.weight" [id=102, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer6/conv1/conv2d/0" [id=103, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock1.denselayer6.norm2.weight" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer6.norm2.bias" [id=105, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer6.norm2.running_mean" [id=106, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock1.denselayer6.norm2.running_var" [id=107, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer6/norm2/batch_norm/0" [id=108, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock1/denselayer6/relu2/relu_/0" [id=109, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock1.denselayer6.conv2.weight" [id=110, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock1/denselayer6/conv2/conv2d/0" [id=111, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock1/cat/0" [id=112, metatype=PTCatMetatype, type=cat]; +"features.transition1.norm.weight" [id=113, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.transition1.norm.bias" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.transition1.norm.running_mean" [id=115, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.transition1.norm.running_var" [id=116, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/transition1/norm/batch_norm/0" [id=117, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/transition1/relu/relu_/0" [id=118, metatype=PTRELUMetatype, type=relu_]; +"features.transition1.conv.weight" [id=119, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/transition1/conv/conv2d/0" [id=120, metatype=PTConv2dMetatype, type=conv2d]; +"features/transition1/pool/avg_pool2d/0" [id=121, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"features/denseblock2/denselayer1/cat/0" [id=122, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer1.norm1.weight" [id=123, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer1.norm1.bias" [id=124, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer1.norm1.running_mean" [id=125, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer1.norm1.running_var" [id=126, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer1/norm1/batch_norm/0" [id=127, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer1/relu1/relu_/0" [id=128, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer1.conv1.weight" [id=129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer1/conv1/conv2d/0" [id=130, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer1.norm2.weight" [id=131, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer1.norm2.bias" [id=132, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer1.norm2.running_mean" [id=133, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer1.norm2.running_var" [id=134, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer1/norm2/batch_norm/0" [id=135, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer1/relu2/relu_/0" [id=136, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer1.conv2.weight" [id=137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer1/conv2/conv2d/0" [id=138, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer2/cat/0" [id=139, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer2.norm1.weight" [id=140, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer2.norm1.bias" [id=141, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer2.norm1.running_mean" [id=142, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer2.norm1.running_var" [id=143, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer2/norm1/batch_norm/0" [id=144, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer2/relu1/relu_/0" [id=145, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer2.conv1.weight" [id=146, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer2/conv1/conv2d/0" [id=147, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer2.norm2.weight" [id=148, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer2.norm2.bias" [id=149, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer2.norm2.running_mean" [id=150, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer2.norm2.running_var" [id=151, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer2/norm2/batch_norm/0" [id=152, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer2/relu2/relu_/0" [id=153, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer2.conv2.weight" [id=154, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer2/conv2/conv2d/0" [id=155, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer3/cat/0" [id=156, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer3.norm1.weight" [id=157, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer3.norm1.bias" [id=158, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer3.norm1.running_mean" [id=159, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer3.norm1.running_var" [id=160, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer3/norm1/batch_norm/0" [id=161, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer3/relu1/relu_/0" [id=162, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer3.conv1.weight" [id=163, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer3/conv1/conv2d/0" [id=164, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer3.norm2.weight" [id=165, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer3.norm2.bias" [id=166, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer3.norm2.running_mean" [id=167, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer3.norm2.running_var" [id=168, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer3/norm2/batch_norm/0" [id=169, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer3/relu2/relu_/0" [id=170, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer3.conv2.weight" [id=171, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer3/conv2/conv2d/0" [id=172, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer4/cat/0" [id=173, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer4.norm1.weight" [id=174, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer4.norm1.bias" [id=175, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer4.norm1.running_mean" [id=176, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer4.norm1.running_var" [id=177, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer4/norm1/batch_norm/0" [id=178, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer4/relu1/relu_/0" [id=179, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer4.conv1.weight" [id=180, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer4/conv1/conv2d/0" [id=181, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer4.norm2.weight" [id=182, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer4.norm2.bias" [id=183, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer4.norm2.running_mean" [id=184, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer4.norm2.running_var" [id=185, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer4/norm2/batch_norm/0" [id=186, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer4/relu2/relu_/0" [id=187, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer4.conv2.weight" [id=188, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer4/conv2/conv2d/0" [id=189, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer5/cat/0" [id=190, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer5.norm1.weight" [id=191, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer5.norm1.bias" [id=192, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer5.norm1.running_mean" [id=193, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer5.norm1.running_var" [id=194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer5/norm1/batch_norm/0" [id=195, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer5/relu1/relu_/0" [id=196, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer5.conv1.weight" [id=197, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer5/conv1/conv2d/0" [id=198, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer5.norm2.weight" [id=199, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer5.norm2.bias" [id=200, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer5.norm2.running_mean" [id=201, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer5.norm2.running_var" [id=202, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer5/norm2/batch_norm/0" [id=203, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer5/relu2/relu_/0" [id=204, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer5.conv2.weight" [id=205, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer5/conv2/conv2d/0" [id=206, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer6/cat/0" [id=207, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer6.norm1.weight" [id=208, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer6.norm1.bias" [id=209, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer6.norm1.running_mean" [id=210, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer6.norm1.running_var" [id=211, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer6/norm1/batch_norm/0" [id=212, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer6/relu1/relu_/0" [id=213, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer6.conv1.weight" [id=214, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer6/conv1/conv2d/0" [id=215, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer6.norm2.weight" [id=216, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer6.norm2.bias" [id=217, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer6.norm2.running_mean" [id=218, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer6.norm2.running_var" [id=219, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer6/norm2/batch_norm/0" [id=220, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer6/relu2/relu_/0" [id=221, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer6.conv2.weight" [id=222, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer6/conv2/conv2d/0" [id=223, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer7/cat/0" [id=224, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer7.norm1.weight" [id=225, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer7.norm1.bias" [id=226, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer7.norm1.running_mean" [id=227, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer7.norm1.running_var" [id=228, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer7/norm1/batch_norm/0" [id=229, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer7/relu1/relu_/0" [id=230, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer7.conv1.weight" [id=231, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer7/conv1/conv2d/0" [id=232, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer7.norm2.weight" [id=233, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer7.norm2.bias" [id=234, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer7.norm2.running_mean" [id=235, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer7.norm2.running_var" [id=236, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer7/norm2/batch_norm/0" [id=237, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer7/relu2/relu_/0" [id=238, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer7.conv2.weight" [id=239, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer7/conv2/conv2d/0" [id=240, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer8/cat/0" [id=241, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer8.norm1.weight" [id=242, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer8.norm1.bias" [id=243, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer8.norm1.running_mean" [id=244, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer8.norm1.running_var" [id=245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer8/norm1/batch_norm/0" [id=246, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer8/relu1/relu_/0" [id=247, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer8.conv1.weight" [id=248, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer8/conv1/conv2d/0" [id=249, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer8.norm2.weight" [id=250, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer8.norm2.bias" [id=251, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer8.norm2.running_mean" [id=252, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer8.norm2.running_var" [id=253, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer8/norm2/batch_norm/0" [id=254, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer8/relu2/relu_/0" [id=255, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer8.conv2.weight" [id=256, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer8/conv2/conv2d/0" [id=257, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer9/cat/0" [id=258, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer9.norm1.weight" [id=259, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer9.norm1.bias" [id=260, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer9.norm1.running_mean" [id=261, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer9.norm1.running_var" [id=262, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer9/norm1/batch_norm/0" [id=263, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer9/relu1/relu_/0" [id=264, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer9.conv1.weight" [id=265, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer9/conv1/conv2d/0" [id=266, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer9.norm2.weight" [id=267, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer9.norm2.bias" [id=268, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer9.norm2.running_mean" [id=269, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer9.norm2.running_var" [id=270, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer9/norm2/batch_norm/0" [id=271, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer9/relu2/relu_/0" [id=272, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer9.conv2.weight" [id=273, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer9/conv2/conv2d/0" [id=274, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer10/cat/0" [id=275, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer10.norm1.weight" [id=276, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer10.norm1.bias" [id=277, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer10.norm1.running_mean" [id=278, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer10.norm1.running_var" [id=279, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer10/norm1/batch_norm/0" [id=280, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer10/relu1/relu_/0" [id=281, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer10.conv1.weight" [id=282, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer10/conv1/conv2d/0" [id=283, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer10.norm2.weight" [id=284, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer10.norm2.bias" [id=285, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer10.norm2.running_mean" [id=286, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer10.norm2.running_var" [id=287, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer10/norm2/batch_norm/0" [id=288, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer10/relu2/relu_/0" [id=289, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer10.conv2.weight" [id=290, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer10/conv2/conv2d/0" [id=291, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer11/cat/0" [id=292, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer11.norm1.weight" [id=293, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer11.norm1.bias" [id=294, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer11.norm1.running_mean" [id=295, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer11.norm1.running_var" [id=296, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer11/norm1/batch_norm/0" [id=297, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer11/relu1/relu_/0" [id=298, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer11.conv1.weight" [id=299, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer11/conv1/conv2d/0" [id=300, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer11.norm2.weight" [id=301, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer11.norm2.bias" [id=302, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer11.norm2.running_mean" [id=303, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer11.norm2.running_var" [id=304, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer11/norm2/batch_norm/0" [id=305, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer11/relu2/relu_/0" [id=306, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer11.conv2.weight" [id=307, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer11/conv2/conv2d/0" [id=308, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/denselayer12/cat/0" [id=309, metatype=PTCatMetatype, type=cat]; +"features.denseblock2.denselayer12.norm1.weight" [id=310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer12.norm1.bias" [id=311, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer12.norm1.running_mean" [id=312, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer12.norm1.running_var" [id=313, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer12/norm1/batch_norm/0" [id=314, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer12/relu1/relu_/0" [id=315, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer12.conv1.weight" [id=316, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer12/conv1/conv2d/0" [id=317, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock2.denselayer12.norm2.weight" [id=318, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer12.norm2.bias" [id=319, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer12.norm2.running_mean" [id=320, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock2.denselayer12.norm2.running_var" [id=321, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer12/norm2/batch_norm/0" [id=322, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock2/denselayer12/relu2/relu_/0" [id=323, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock2.denselayer12.conv2.weight" [id=324, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock2/denselayer12/conv2/conv2d/0" [id=325, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock2/cat/0" [id=326, metatype=PTCatMetatype, type=cat]; +"features.transition2.norm.weight" [id=327, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.transition2.norm.bias" [id=328, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.transition2.norm.running_mean" [id=329, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.transition2.norm.running_var" [id=330, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/transition2/norm/batch_norm/0" [id=331, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/transition2/relu/relu_/0" [id=332, metatype=PTRELUMetatype, type=relu_]; +"features.transition2.conv.weight" [id=333, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/transition2/conv/conv2d/0" [id=334, metatype=PTConv2dMetatype, type=conv2d]; +"features/transition2/pool/avg_pool2d/0" [id=335, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"features/denseblock3/denselayer1/cat/0" [id=336, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer1.norm1.weight" [id=337, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer1.norm1.bias" [id=338, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer1.norm1.running_mean" [id=339, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer1.norm1.running_var" [id=340, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer1/norm1/batch_norm/0" [id=341, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer1/relu1/relu_/0" [id=342, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer1.conv1.weight" [id=343, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer1/conv1/conv2d/0" [id=344, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer1.norm2.weight" [id=345, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer1.norm2.bias" [id=346, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer1.norm2.running_mean" [id=347, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer1.norm2.running_var" [id=348, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer1/norm2/batch_norm/0" [id=349, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer1/relu2/relu_/0" [id=350, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer1.conv2.weight" [id=351, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer1/conv2/conv2d/0" [id=352, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer2/cat/0" [id=353, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer2.norm1.weight" [id=354, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer2.norm1.bias" [id=355, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer2.norm1.running_mean" [id=356, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer2.norm1.running_var" [id=357, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer2/norm1/batch_norm/0" [id=358, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer2/relu1/relu_/0" [id=359, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer2.conv1.weight" [id=360, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer2/conv1/conv2d/0" [id=361, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer2.norm2.weight" [id=362, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer2.norm2.bias" [id=363, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer2.norm2.running_mean" [id=364, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer2.norm2.running_var" [id=365, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer2/norm2/batch_norm/0" [id=366, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer2/relu2/relu_/0" [id=367, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer2.conv2.weight" [id=368, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer2/conv2/conv2d/0" [id=369, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer3/cat/0" [id=370, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer3.norm1.weight" [id=371, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer3.norm1.bias" [id=372, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer3.norm1.running_mean" [id=373, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer3.norm1.running_var" [id=374, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer3/norm1/batch_norm/0" [id=375, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer3/relu1/relu_/0" [id=376, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer3.conv1.weight" [id=377, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer3/conv1/conv2d/0" [id=378, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer3.norm2.weight" [id=379, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer3.norm2.bias" [id=380, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer3.norm2.running_mean" [id=381, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer3.norm2.running_var" [id=382, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer3/norm2/batch_norm/0" [id=383, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer3/relu2/relu_/0" [id=384, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer3.conv2.weight" [id=385, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer3/conv2/conv2d/0" [id=386, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer4/cat/0" [id=387, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer4.norm1.weight" [id=388, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer4.norm1.bias" [id=389, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer4.norm1.running_mean" [id=390, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer4.norm1.running_var" [id=391, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer4/norm1/batch_norm/0" [id=392, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer4/relu1/relu_/0" [id=393, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer4.conv1.weight" [id=394, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer4/conv1/conv2d/0" [id=395, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer4.norm2.weight" [id=396, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer4.norm2.bias" [id=397, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer4.norm2.running_mean" [id=398, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer4.norm2.running_var" [id=399, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer4/norm2/batch_norm/0" [id=400, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer4/relu2/relu_/0" [id=401, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer4.conv2.weight" [id=402, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer4/conv2/conv2d/0" [id=403, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer5/cat/0" [id=404, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer5.norm1.weight" [id=405, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer5.norm1.bias" [id=406, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer5.norm1.running_mean" [id=407, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer5.norm1.running_var" [id=408, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer5/norm1/batch_norm/0" [id=409, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer5/relu1/relu_/0" [id=410, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer5.conv1.weight" [id=411, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer5/conv1/conv2d/0" [id=412, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer5.norm2.weight" [id=413, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer5.norm2.bias" [id=414, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer5.norm2.running_mean" [id=415, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer5.norm2.running_var" [id=416, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer5/norm2/batch_norm/0" [id=417, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer5/relu2/relu_/0" [id=418, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer5.conv2.weight" [id=419, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer5/conv2/conv2d/0" [id=420, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer6/cat/0" [id=421, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer6.norm1.weight" [id=422, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer6.norm1.bias" [id=423, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer6.norm1.running_mean" [id=424, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer6.norm1.running_var" [id=425, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer6/norm1/batch_norm/0" [id=426, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer6/relu1/relu_/0" [id=427, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer6.conv1.weight" [id=428, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer6/conv1/conv2d/0" [id=429, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer6.norm2.weight" [id=430, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer6.norm2.bias" [id=431, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer6.norm2.running_mean" [id=432, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer6.norm2.running_var" [id=433, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer6/norm2/batch_norm/0" [id=434, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer6/relu2/relu_/0" [id=435, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer6.conv2.weight" [id=436, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer6/conv2/conv2d/0" [id=437, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer7/cat/0" [id=438, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer7.norm1.weight" [id=439, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer7.norm1.bias" [id=440, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer7.norm1.running_mean" [id=441, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer7.norm1.running_var" [id=442, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer7/norm1/batch_norm/0" [id=443, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer7/relu1/relu_/0" [id=444, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer7.conv1.weight" [id=445, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer7/conv1/conv2d/0" [id=446, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer7.norm2.weight" [id=447, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer7.norm2.bias" [id=448, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer7.norm2.running_mean" [id=449, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer7.norm2.running_var" [id=450, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer7/norm2/batch_norm/0" [id=451, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer7/relu2/relu_/0" [id=452, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer7.conv2.weight" [id=453, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer7/conv2/conv2d/0" [id=454, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer8/cat/0" [id=455, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer8.norm1.weight" [id=456, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer8.norm1.bias" [id=457, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer8.norm1.running_mean" [id=458, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer8.norm1.running_var" [id=459, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer8/norm1/batch_norm/0" [id=460, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer8/relu1/relu_/0" [id=461, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer8.conv1.weight" [id=462, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer8/conv1/conv2d/0" [id=463, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer8.norm2.weight" [id=464, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer8.norm2.bias" [id=465, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer8.norm2.running_mean" [id=466, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer8.norm2.running_var" [id=467, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer8/norm2/batch_norm/0" [id=468, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer8/relu2/relu_/0" [id=469, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer8.conv2.weight" [id=470, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer8/conv2/conv2d/0" [id=471, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer9/cat/0" [id=472, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer9.norm1.weight" [id=473, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer9.norm1.bias" [id=474, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer9.norm1.running_mean" [id=475, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer9.norm1.running_var" [id=476, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer9/norm1/batch_norm/0" [id=477, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer9/relu1/relu_/0" [id=478, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer9.conv1.weight" [id=479, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer9/conv1/conv2d/0" [id=480, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer9.norm2.weight" [id=481, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer9.norm2.bias" [id=482, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer9.norm2.running_mean" [id=483, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer9.norm2.running_var" [id=484, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer9/norm2/batch_norm/0" [id=485, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer9/relu2/relu_/0" [id=486, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer9.conv2.weight" [id=487, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer9/conv2/conv2d/0" [id=488, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer10/cat/0" [id=489, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer10.norm1.weight" [id=490, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer10.norm1.bias" [id=491, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer10.norm1.running_mean" [id=492, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer10.norm1.running_var" [id=493, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer10/norm1/batch_norm/0" [id=494, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer10/relu1/relu_/0" [id=495, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer10.conv1.weight" [id=496, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer10/conv1/conv2d/0" [id=497, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer10.norm2.weight" [id=498, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer10.norm2.bias" [id=499, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer10.norm2.running_mean" [id=500, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer10.norm2.running_var" [id=501, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer10/norm2/batch_norm/0" [id=502, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer10/relu2/relu_/0" [id=503, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer10.conv2.weight" [id=504, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer10/conv2/conv2d/0" [id=505, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer11/cat/0" [id=506, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer11.norm1.weight" [id=507, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer11.norm1.bias" [id=508, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer11.norm1.running_mean" [id=509, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer11.norm1.running_var" [id=510, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer11/norm1/batch_norm/0" [id=511, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer11/relu1/relu_/0" [id=512, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer11.conv1.weight" [id=513, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer11/conv1/conv2d/0" [id=514, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer11.norm2.weight" [id=515, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer11.norm2.bias" [id=516, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer11.norm2.running_mean" [id=517, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer11.norm2.running_var" [id=518, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer11/norm2/batch_norm/0" [id=519, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer11/relu2/relu_/0" [id=520, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer11.conv2.weight" [id=521, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer11/conv2/conv2d/0" [id=522, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer12/cat/0" [id=523, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer12.norm1.weight" [id=524, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer12.norm1.bias" [id=525, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer12.norm1.running_mean" [id=526, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer12.norm1.running_var" [id=527, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer12/norm1/batch_norm/0" [id=528, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer12/relu1/relu_/0" [id=529, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer12.conv1.weight" [id=530, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer12/conv1/conv2d/0" [id=531, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer12.norm2.weight" [id=532, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer12.norm2.bias" [id=533, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer12.norm2.running_mean" [id=534, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer12.norm2.running_var" [id=535, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer12/norm2/batch_norm/0" [id=536, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer12/relu2/relu_/0" [id=537, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer12.conv2.weight" [id=538, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer12/conv2/conv2d/0" [id=539, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer13/cat/0" [id=540, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer13.norm1.weight" [id=541, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer13.norm1.bias" [id=542, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer13.norm1.running_mean" [id=543, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer13.norm1.running_var" [id=544, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer13/norm1/batch_norm/0" [id=545, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer13/relu1/relu_/0" [id=546, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer13.conv1.weight" [id=547, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer13/conv1/conv2d/0" [id=548, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer13.norm2.weight" [id=549, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer13.norm2.bias" [id=550, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer13.norm2.running_mean" [id=551, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer13.norm2.running_var" [id=552, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer13/norm2/batch_norm/0" [id=553, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer13/relu2/relu_/0" [id=554, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer13.conv2.weight" [id=555, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer13/conv2/conv2d/0" [id=556, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer14/cat/0" [id=557, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer14.norm1.weight" [id=558, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer14.norm1.bias" [id=559, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer14.norm1.running_mean" [id=560, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer14.norm1.running_var" [id=561, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer14/norm1/batch_norm/0" [id=562, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer14/relu1/relu_/0" [id=563, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer14.conv1.weight" [id=564, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer14/conv1/conv2d/0" [id=565, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer14.norm2.weight" [id=566, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer14.norm2.bias" [id=567, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer14.norm2.running_mean" [id=568, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer14.norm2.running_var" [id=569, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer14/norm2/batch_norm/0" [id=570, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer14/relu2/relu_/0" [id=571, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer14.conv2.weight" [id=572, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer14/conv2/conv2d/0" [id=573, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer15/cat/0" [id=574, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer15.norm1.weight" [id=575, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer15.norm1.bias" [id=576, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer15.norm1.running_mean" [id=577, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer15.norm1.running_var" [id=578, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer15/norm1/batch_norm/0" [id=579, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer15/relu1/relu_/0" [id=580, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer15.conv1.weight" [id=581, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer15/conv1/conv2d/0" [id=582, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer15.norm2.weight" [id=583, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer15.norm2.bias" [id=584, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer15.norm2.running_mean" [id=585, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer15.norm2.running_var" [id=586, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer15/norm2/batch_norm/0" [id=587, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer15/relu2/relu_/0" [id=588, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer15.conv2.weight" [id=589, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer15/conv2/conv2d/0" [id=590, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer16/cat/0" [id=591, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer16.norm1.weight" [id=592, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer16.norm1.bias" [id=593, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer16.norm1.running_mean" [id=594, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer16.norm1.running_var" [id=595, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer16/norm1/batch_norm/0" [id=596, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer16/relu1/relu_/0" [id=597, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer16.conv1.weight" [id=598, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer16/conv1/conv2d/0" [id=599, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer16.norm2.weight" [id=600, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer16.norm2.bias" [id=601, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer16.norm2.running_mean" [id=602, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer16.norm2.running_var" [id=603, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer16/norm2/batch_norm/0" [id=604, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer16/relu2/relu_/0" [id=605, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer16.conv2.weight" [id=606, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer16/conv2/conv2d/0" [id=607, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer17/cat/0" [id=608, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer17.norm1.weight" [id=609, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer17.norm1.bias" [id=610, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer17.norm1.running_mean" [id=611, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer17.norm1.running_var" [id=612, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer17/norm1/batch_norm/0" [id=613, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer17/relu1/relu_/0" [id=614, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer17.conv1.weight" [id=615, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer17/conv1/conv2d/0" [id=616, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer17.norm2.weight" [id=617, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer17.norm2.bias" [id=618, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer17.norm2.running_mean" [id=619, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer17.norm2.running_var" [id=620, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer17/norm2/batch_norm/0" [id=621, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer17/relu2/relu_/0" [id=622, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer17.conv2.weight" [id=623, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer17/conv2/conv2d/0" [id=624, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer18/cat/0" [id=625, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer18.norm1.weight" [id=626, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer18.norm1.bias" [id=627, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer18.norm1.running_mean" [id=628, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer18.norm1.running_var" [id=629, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer18/norm1/batch_norm/0" [id=630, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer18/relu1/relu_/0" [id=631, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer18.conv1.weight" [id=632, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer18/conv1/conv2d/0" [id=633, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer18.norm2.weight" [id=634, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer18.norm2.bias" [id=635, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer18.norm2.running_mean" [id=636, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer18.norm2.running_var" [id=637, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer18/norm2/batch_norm/0" [id=638, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer18/relu2/relu_/0" [id=639, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer18.conv2.weight" [id=640, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer18/conv2/conv2d/0" [id=641, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer19/cat/0" [id=642, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer19.norm1.weight" [id=643, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer19.norm1.bias" [id=644, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer19.norm1.running_mean" [id=645, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer19.norm1.running_var" [id=646, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer19/norm1/batch_norm/0" [id=647, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer19/relu1/relu_/0" [id=648, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer19.conv1.weight" [id=649, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer19/conv1/conv2d/0" [id=650, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer19.norm2.weight" [id=651, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer19.norm2.bias" [id=652, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer19.norm2.running_mean" [id=653, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer19.norm2.running_var" [id=654, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer19/norm2/batch_norm/0" [id=655, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer19/relu2/relu_/0" [id=656, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer19.conv2.weight" [id=657, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer19/conv2/conv2d/0" [id=658, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer20/cat/0" [id=659, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer20.norm1.weight" [id=660, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer20.norm1.bias" [id=661, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer20.norm1.running_mean" [id=662, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer20.norm1.running_var" [id=663, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer20/norm1/batch_norm/0" [id=664, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer20/relu1/relu_/0" [id=665, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer20.conv1.weight" [id=666, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer20/conv1/conv2d/0" [id=667, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer20.norm2.weight" [id=668, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer20.norm2.bias" [id=669, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer20.norm2.running_mean" [id=670, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer20.norm2.running_var" [id=671, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer20/norm2/batch_norm/0" [id=672, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer20/relu2/relu_/0" [id=673, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer20.conv2.weight" [id=674, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer20/conv2/conv2d/0" [id=675, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer21/cat/0" [id=676, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer21.norm1.weight" [id=677, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer21.norm1.bias" [id=678, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer21.norm1.running_mean" [id=679, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer21.norm1.running_var" [id=680, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer21/norm1/batch_norm/0" [id=681, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer21/relu1/relu_/0" [id=682, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer21.conv1.weight" [id=683, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer21/conv1/conv2d/0" [id=684, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer21.norm2.weight" [id=685, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer21.norm2.bias" [id=686, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer21.norm2.running_mean" [id=687, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer21.norm2.running_var" [id=688, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer21/norm2/batch_norm/0" [id=689, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer21/relu2/relu_/0" [id=690, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer21.conv2.weight" [id=691, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer21/conv2/conv2d/0" [id=692, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer22/cat/0" [id=693, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer22.norm1.weight" [id=694, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer22.norm1.bias" [id=695, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer22.norm1.running_mean" [id=696, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer22.norm1.running_var" [id=697, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer22/norm1/batch_norm/0" [id=698, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer22/relu1/relu_/0" [id=699, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer22.conv1.weight" [id=700, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer22/conv1/conv2d/0" [id=701, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer22.norm2.weight" [id=702, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer22.norm2.bias" [id=703, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer22.norm2.running_mean" [id=704, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer22.norm2.running_var" [id=705, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer22/norm2/batch_norm/0" [id=706, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer22/relu2/relu_/0" [id=707, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer22.conv2.weight" [id=708, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer22/conv2/conv2d/0" [id=709, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer23/cat/0" [id=710, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer23.norm1.weight" [id=711, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer23.norm1.bias" [id=712, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer23.norm1.running_mean" [id=713, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer23.norm1.running_var" [id=714, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer23/norm1/batch_norm/0" [id=715, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer23/relu1/relu_/0" [id=716, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer23.conv1.weight" [id=717, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer23/conv1/conv2d/0" [id=718, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer23.norm2.weight" [id=719, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer23.norm2.bias" [id=720, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer23.norm2.running_mean" [id=721, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer23.norm2.running_var" [id=722, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer23/norm2/batch_norm/0" [id=723, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer23/relu2/relu_/0" [id=724, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer23.conv2.weight" [id=725, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer23/conv2/conv2d/0" [id=726, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/denselayer24/cat/0" [id=727, metatype=PTCatMetatype, type=cat]; +"features.denseblock3.denselayer24.norm1.weight" [id=728, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer24.norm1.bias" [id=729, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer24.norm1.running_mean" [id=730, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer24.norm1.running_var" [id=731, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer24/norm1/batch_norm/0" [id=732, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer24/relu1/relu_/0" [id=733, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer24.conv1.weight" [id=734, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer24/conv1/conv2d/0" [id=735, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock3.denselayer24.norm2.weight" [id=736, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer24.norm2.bias" [id=737, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer24.norm2.running_mean" [id=738, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock3.denselayer24.norm2.running_var" [id=739, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer24/norm2/batch_norm/0" [id=740, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock3/denselayer24/relu2/relu_/0" [id=741, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock3.denselayer24.conv2.weight" [id=742, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock3/denselayer24/conv2/conv2d/0" [id=743, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock3/cat/0" [id=744, metatype=PTCatMetatype, type=cat]; +"features.transition3.norm.weight" [id=745, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.transition3.norm.bias" [id=746, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.transition3.norm.running_mean" [id=747, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.transition3.norm.running_var" [id=748, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/transition3/norm/batch_norm/0" [id=749, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/transition3/relu/relu_/0" [id=750, metatype=PTRELUMetatype, type=relu_]; +"features.transition3.conv.weight" [id=751, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/transition3/conv/conv2d/0" [id=752, metatype=PTConv2dMetatype, type=conv2d]; +"features/transition3/pool/avg_pool2d/0" [id=753, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"features/denseblock4/denselayer1/cat/0" [id=754, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer1.norm1.weight" [id=755, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer1.norm1.bias" [id=756, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer1.norm1.running_mean" [id=757, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer1.norm1.running_var" [id=758, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer1/norm1/batch_norm/0" [id=759, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer1/relu1/relu_/0" [id=760, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer1.conv1.weight" [id=761, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer1/conv1/conv2d/0" [id=762, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer1.norm2.weight" [id=763, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer1.norm2.bias" [id=764, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer1.norm2.running_mean" [id=765, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer1.norm2.running_var" [id=766, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer1/norm2/batch_norm/0" [id=767, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer1/relu2/relu_/0" [id=768, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer1.conv2.weight" [id=769, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer1/conv2/conv2d/0" [id=770, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer2/cat/0" [id=771, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer2.norm1.weight" [id=772, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer2.norm1.bias" [id=773, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer2.norm1.running_mean" [id=774, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer2.norm1.running_var" [id=775, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer2/norm1/batch_norm/0" [id=776, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer2/relu1/relu_/0" [id=777, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer2.conv1.weight" [id=778, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer2/conv1/conv2d/0" [id=779, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer2.norm2.weight" [id=780, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer2.norm2.bias" [id=781, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer2.norm2.running_mean" [id=782, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer2.norm2.running_var" [id=783, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer2/norm2/batch_norm/0" [id=784, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer2/relu2/relu_/0" [id=785, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer2.conv2.weight" [id=786, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer2/conv2/conv2d/0" [id=787, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer3/cat/0" [id=788, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer3.norm1.weight" [id=789, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer3.norm1.bias" [id=790, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer3.norm1.running_mean" [id=791, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer3.norm1.running_var" [id=792, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer3/norm1/batch_norm/0" [id=793, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer3/relu1/relu_/0" [id=794, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer3.conv1.weight" [id=795, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer3/conv1/conv2d/0" [id=796, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer3.norm2.weight" [id=797, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer3.norm2.bias" [id=798, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer3.norm2.running_mean" [id=799, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer3.norm2.running_var" [id=800, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer3/norm2/batch_norm/0" [id=801, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer3/relu2/relu_/0" [id=802, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer3.conv2.weight" [id=803, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer3/conv2/conv2d/0" [id=804, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer4/cat/0" [id=805, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer4.norm1.weight" [id=806, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer4.norm1.bias" [id=807, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer4.norm1.running_mean" [id=808, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer4.norm1.running_var" [id=809, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer4/norm1/batch_norm/0" [id=810, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer4/relu1/relu_/0" [id=811, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer4.conv1.weight" [id=812, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer4/conv1/conv2d/0" [id=813, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer4.norm2.weight" [id=814, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer4.norm2.bias" [id=815, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer4.norm2.running_mean" [id=816, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer4.norm2.running_var" [id=817, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer4/norm2/batch_norm/0" [id=818, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer4/relu2/relu_/0" [id=819, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer4.conv2.weight" [id=820, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer4/conv2/conv2d/0" [id=821, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer5/cat/0" [id=822, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer5.norm1.weight" [id=823, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer5.norm1.bias" [id=824, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer5.norm1.running_mean" [id=825, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer5.norm1.running_var" [id=826, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer5/norm1/batch_norm/0" [id=827, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer5/relu1/relu_/0" [id=828, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer5.conv1.weight" [id=829, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer5/conv1/conv2d/0" [id=830, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer5.norm2.weight" [id=831, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer5.norm2.bias" [id=832, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer5.norm2.running_mean" [id=833, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer5.norm2.running_var" [id=834, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer5/norm2/batch_norm/0" [id=835, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer5/relu2/relu_/0" [id=836, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer5.conv2.weight" [id=837, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer5/conv2/conv2d/0" [id=838, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer6/cat/0" [id=839, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer6.norm1.weight" [id=840, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer6.norm1.bias" [id=841, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer6.norm1.running_mean" [id=842, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer6.norm1.running_var" [id=843, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer6/norm1/batch_norm/0" [id=844, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer6/relu1/relu_/0" [id=845, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer6.conv1.weight" [id=846, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer6/conv1/conv2d/0" [id=847, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer6.norm2.weight" [id=848, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer6.norm2.bias" [id=849, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer6.norm2.running_mean" [id=850, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer6.norm2.running_var" [id=851, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer6/norm2/batch_norm/0" [id=852, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer6/relu2/relu_/0" [id=853, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer6.conv2.weight" [id=854, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer6/conv2/conv2d/0" [id=855, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer7/cat/0" [id=856, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer7.norm1.weight" [id=857, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer7.norm1.bias" [id=858, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer7.norm1.running_mean" [id=859, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer7.norm1.running_var" [id=860, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer7/norm1/batch_norm/0" [id=861, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer7/relu1/relu_/0" [id=862, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer7.conv1.weight" [id=863, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer7/conv1/conv2d/0" [id=864, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer7.norm2.weight" [id=865, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer7.norm2.bias" [id=866, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer7.norm2.running_mean" [id=867, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer7.norm2.running_var" [id=868, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer7/norm2/batch_norm/0" [id=869, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer7/relu2/relu_/0" [id=870, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer7.conv2.weight" [id=871, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer7/conv2/conv2d/0" [id=872, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer8/cat/0" [id=873, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer8.norm1.weight" [id=874, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer8.norm1.bias" [id=875, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer8.norm1.running_mean" [id=876, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer8.norm1.running_var" [id=877, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer8/norm1/batch_norm/0" [id=878, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer8/relu1/relu_/0" [id=879, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer8.conv1.weight" [id=880, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer8/conv1/conv2d/0" [id=881, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer8.norm2.weight" [id=882, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer8.norm2.bias" [id=883, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer8.norm2.running_mean" [id=884, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer8.norm2.running_var" [id=885, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer8/norm2/batch_norm/0" [id=886, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer8/relu2/relu_/0" [id=887, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer8.conv2.weight" [id=888, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer8/conv2/conv2d/0" [id=889, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer9/cat/0" [id=890, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer9.norm1.weight" [id=891, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer9.norm1.bias" [id=892, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer9.norm1.running_mean" [id=893, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer9.norm1.running_var" [id=894, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer9/norm1/batch_norm/0" [id=895, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer9/relu1/relu_/0" [id=896, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer9.conv1.weight" [id=897, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer9/conv1/conv2d/0" [id=898, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer9.norm2.weight" [id=899, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer9.norm2.bias" [id=900, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer9.norm2.running_mean" [id=901, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer9.norm2.running_var" [id=902, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer9/norm2/batch_norm/0" [id=903, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer9/relu2/relu_/0" [id=904, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer9.conv2.weight" [id=905, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer9/conv2/conv2d/0" [id=906, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer10/cat/0" [id=907, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer10.norm1.weight" [id=908, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer10.norm1.bias" [id=909, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer10.norm1.running_mean" [id=910, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer10.norm1.running_var" [id=911, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer10/norm1/batch_norm/0" [id=912, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer10/relu1/relu_/0" [id=913, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer10.conv1.weight" [id=914, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer10/conv1/conv2d/0" [id=915, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer10.norm2.weight" [id=916, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer10.norm2.bias" [id=917, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer10.norm2.running_mean" [id=918, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer10.norm2.running_var" [id=919, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer10/norm2/batch_norm/0" [id=920, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer10/relu2/relu_/0" [id=921, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer10.conv2.weight" [id=922, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer10/conv2/conv2d/0" [id=923, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer11/cat/0" [id=924, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer11.norm1.weight" [id=925, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer11.norm1.bias" [id=926, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer11.norm1.running_mean" [id=927, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer11.norm1.running_var" [id=928, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer11/norm1/batch_norm/0" [id=929, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer11/relu1/relu_/0" [id=930, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer11.conv1.weight" [id=931, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer11/conv1/conv2d/0" [id=932, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer11.norm2.weight" [id=933, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer11.norm2.bias" [id=934, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer11.norm2.running_mean" [id=935, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer11.norm2.running_var" [id=936, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer11/norm2/batch_norm/0" [id=937, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer11/relu2/relu_/0" [id=938, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer11.conv2.weight" [id=939, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer11/conv2/conv2d/0" [id=940, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer12/cat/0" [id=941, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer12.norm1.weight" [id=942, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer12.norm1.bias" [id=943, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer12.norm1.running_mean" [id=944, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer12.norm1.running_var" [id=945, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer12/norm1/batch_norm/0" [id=946, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer12/relu1/relu_/0" [id=947, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer12.conv1.weight" [id=948, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer12/conv1/conv2d/0" [id=949, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer12.norm2.weight" [id=950, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer12.norm2.bias" [id=951, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer12.norm2.running_mean" [id=952, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer12.norm2.running_var" [id=953, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer12/norm2/batch_norm/0" [id=954, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer12/relu2/relu_/0" [id=955, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer12.conv2.weight" [id=956, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer12/conv2/conv2d/0" [id=957, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer13/cat/0" [id=958, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer13.norm1.weight" [id=959, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer13.norm1.bias" [id=960, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer13.norm1.running_mean" [id=961, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer13.norm1.running_var" [id=962, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer13/norm1/batch_norm/0" [id=963, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer13/relu1/relu_/0" [id=964, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer13.conv1.weight" [id=965, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer13/conv1/conv2d/0" [id=966, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer13.norm2.weight" [id=967, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer13.norm2.bias" [id=968, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer13.norm2.running_mean" [id=969, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer13.norm2.running_var" [id=970, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer13/norm2/batch_norm/0" [id=971, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer13/relu2/relu_/0" [id=972, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer13.conv2.weight" [id=973, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer13/conv2/conv2d/0" [id=974, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer14/cat/0" [id=975, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer14.norm1.weight" [id=976, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer14.norm1.bias" [id=977, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer14.norm1.running_mean" [id=978, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer14.norm1.running_var" [id=979, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer14/norm1/batch_norm/0" [id=980, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer14/relu1/relu_/0" [id=981, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer14.conv1.weight" [id=982, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer14/conv1/conv2d/0" [id=983, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer14.norm2.weight" [id=984, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer14.norm2.bias" [id=985, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer14.norm2.running_mean" [id=986, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer14.norm2.running_var" [id=987, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer14/norm2/batch_norm/0" [id=988, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer14/relu2/relu_/0" [id=989, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer14.conv2.weight" [id=990, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer14/conv2/conv2d/0" [id=991, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer15/cat/0" [id=992, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer15.norm1.weight" [id=993, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer15.norm1.bias" [id=994, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer15.norm1.running_mean" [id=995, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer15.norm1.running_var" [id=996, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer15/norm1/batch_norm/0" [id=997, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer15/relu1/relu_/0" [id=998, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer15.conv1.weight" [id=999, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer15/conv1/conv2d/0" [id=1000, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer15.norm2.weight" [id=1001, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer15.norm2.bias" [id=1002, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer15.norm2.running_mean" [id=1003, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer15.norm2.running_var" [id=1004, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer15/norm2/batch_norm/0" [id=1005, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer15/relu2/relu_/0" [id=1006, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer15.conv2.weight" [id=1007, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer15/conv2/conv2d/0" [id=1008, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/denselayer16/cat/0" [id=1009, metatype=PTCatMetatype, type=cat]; +"features.denseblock4.denselayer16.norm1.weight" [id=1010, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer16.norm1.bias" [id=1011, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer16.norm1.running_mean" [id=1012, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer16.norm1.running_var" [id=1013, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer16/norm1/batch_norm/0" [id=1014, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer16/relu1/relu_/0" [id=1015, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer16.conv1.weight" [id=1016, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer16/conv1/conv2d/0" [id=1017, metatype=PTConv2dMetatype, type=conv2d]; +"features.denseblock4.denselayer16.norm2.weight" [id=1018, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer16.norm2.bias" [id=1019, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer16.norm2.running_mean" [id=1020, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.denseblock4.denselayer16.norm2.running_var" [id=1021, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer16/norm2/batch_norm/0" [id=1022, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/denseblock4/denselayer16/relu2/relu_/0" [id=1023, metatype=PTRELUMetatype, type=relu_]; +"features.denseblock4.denselayer16.conv2.weight" [id=1024, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/denseblock4/denselayer16/conv2/conv2d/0" [id=1025, metatype=PTConv2dMetatype, type=conv2d]; +"features/denseblock4/cat/0" [id=1026, metatype=PTCatMetatype, type=cat]; +"features.norm5.weight" [id=1027, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.norm5.bias" [id=1028, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.norm5.running_mean" [id=1029, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.norm5.running_var" [id=1030, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/norm5/batch_norm/0" [id=1031, metatype=PTBatchNormMetatype, type=batch_norm]; +"/relu_/0" [id=1032, metatype=PTRELUMetatype, type=relu_]; +"/adaptive_avg_pool2d/0" [id=1033, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"/flatten/0" [id=1034, metatype=PTReshapeMetatype, type=flatten]; +"classifier.weight" [id=1035, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.bias" [id=1036, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/linear/0" [id=1037, metatype=PTLinearMetatype, type=linear]; +output [id=1038, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "features/conv0/conv2d/0" [dtype=float, shape="(1, 3, 64, 64)"]; +"features.conv0.weight" -> "features/conv0/conv2d/0" [dtype=float, shape="(64, 3, 7, 7)"]; +"features/conv0/conv2d/0" -> "features/norm0/batch_norm/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"features.norm0.weight" -> "features/norm0/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.norm0.bias" -> "features/norm0/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.norm0.running_mean" -> "features/norm0/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.norm0.running_var" -> "features/norm0/batch_norm/0" [dtype=float, shape="(64,)"]; +"features/norm0/batch_norm/0" -> "features/relu0/relu_/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"features/relu0/relu_/0" -> "features/pool0/max_pool2d/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"features/pool0/max_pool2d/0" -> "features/denseblock1/denselayer1/cat/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features/pool0/max_pool2d/0" -> "features/denseblock1/denselayer2/cat/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features/pool0/max_pool2d/0" -> "features/denseblock1/denselayer3/cat/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features/pool0/max_pool2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features/pool0/max_pool2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features/pool0/max_pool2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features/pool0/max_pool2d/0" -> "features/denseblock1/cat/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features/denseblock1/denselayer1/cat/0" -> "features/denseblock1/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features.denseblock1.denselayer1.norm1.weight" -> "features/denseblock1/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.denseblock1.denselayer1.norm1.bias" -> "features/denseblock1/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.denseblock1.denselayer1.norm1.running_mean" -> "features/denseblock1/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.denseblock1.denselayer1.norm1.running_var" -> "features/denseblock1/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(64,)"]; +"features/denseblock1/denselayer1/norm1/batch_norm/0" -> "features/denseblock1/denselayer1/relu1/relu_/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features/denseblock1/denselayer1/relu1/relu_/0" -> "features/denseblock1/denselayer1/conv1/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features.denseblock1.denselayer1.conv1.weight" -> "features/denseblock1/denselayer1/conv1/conv2d/0" [dtype=float, shape="(128, 64, 1, 1)"]; +"features/denseblock1/denselayer1/conv1/conv2d/0" -> "features/denseblock1/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer1.norm2.weight" -> "features/denseblock1/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer1.norm2.bias" -> "features/denseblock1/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer1.norm2.running_mean" -> "features/denseblock1/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer1.norm2.running_var" -> "features/denseblock1/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock1/denselayer1/norm2/batch_norm/0" -> "features/denseblock1/denselayer1/relu2/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/denseblock1/denselayer1/relu2/relu_/0" -> "features/denseblock1/denselayer1/conv2/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer1.conv2.weight" -> "features/denseblock1/denselayer1/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer2/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer3/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/cat/0" -> "features/denseblock1/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.denseblock1.denselayer2.norm1.weight" -> "features/denseblock1/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.denseblock1.denselayer2.norm1.bias" -> "features/denseblock1/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.denseblock1.denselayer2.norm1.running_mean" -> "features/denseblock1/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.denseblock1.denselayer2.norm1.running_var" -> "features/denseblock1/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/denseblock1/denselayer2/norm1/batch_norm/0" -> "features/denseblock1/denselayer2/relu1/relu_/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/denseblock1/denselayer2/relu1/relu_/0" -> "features/denseblock1/denselayer2/conv1/conv2d/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.denseblock1.denselayer2.conv1.weight" -> "features/denseblock1/denselayer2/conv1/conv2d/0" [dtype=float, shape="(128, 96, 1, 1)"]; +"features/denseblock1/denselayer2/conv1/conv2d/0" -> "features/denseblock1/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer2.norm2.weight" -> "features/denseblock1/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer2.norm2.bias" -> "features/denseblock1/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer2.norm2.running_mean" -> "features/denseblock1/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer2.norm2.running_var" -> "features/denseblock1/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock1/denselayer2/norm2/batch_norm/0" -> "features/denseblock1/denselayer2/relu2/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/denseblock1/denselayer2/relu2/relu_/0" -> "features/denseblock1/denselayer2/conv2/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer2.conv2.weight" -> "features/denseblock1/denselayer2/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer3/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer3/cat/0" -> "features/denseblock1/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer3.norm1.weight" -> "features/denseblock1/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer3.norm1.bias" -> "features/denseblock1/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer3.norm1.running_mean" -> "features/denseblock1/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer3.norm1.running_var" -> "features/denseblock1/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock1/denselayer3/norm1/batch_norm/0" -> "features/denseblock1/denselayer3/relu1/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/denseblock1/denselayer3/relu1/relu_/0" -> "features/denseblock1/denselayer3/conv1/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer3.conv1.weight" -> "features/denseblock1/denselayer3/conv1/conv2d/0" [dtype=float, shape="(128, 128, 1, 1)"]; +"features/denseblock1/denselayer3/conv1/conv2d/0" -> "features/denseblock1/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer3.norm2.weight" -> "features/denseblock1/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer3.norm2.bias" -> "features/denseblock1/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer3.norm2.running_mean" -> "features/denseblock1/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer3.norm2.running_var" -> "features/denseblock1/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock1/denselayer3/norm2/batch_norm/0" -> "features/denseblock1/denselayer3/relu2/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/denseblock1/denselayer3/relu2/relu_/0" -> "features/denseblock1/denselayer3/conv2/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer3.conv2.weight" -> "features/denseblock1/denselayer3/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer4/cat/0" -> "features/denseblock1/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(1, 160, 16, 16)"]; +"features.denseblock1.denselayer4.norm1.weight" -> "features/denseblock1/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.denseblock1.denselayer4.norm1.bias" -> "features/denseblock1/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.denseblock1.denselayer4.norm1.running_mean" -> "features/denseblock1/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.denseblock1.denselayer4.norm1.running_var" -> "features/denseblock1/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(160,)"]; +"features/denseblock1/denselayer4/norm1/batch_norm/0" -> "features/denseblock1/denselayer4/relu1/relu_/0" [dtype=float, shape="(1, 160, 16, 16)"]; +"features/denseblock1/denselayer4/relu1/relu_/0" -> "features/denseblock1/denselayer4/conv1/conv2d/0" [dtype=float, shape="(1, 160, 16, 16)"]; +"features.denseblock1.denselayer4.conv1.weight" -> "features/denseblock1/denselayer4/conv1/conv2d/0" [dtype=float, shape="(128, 160, 1, 1)"]; +"features/denseblock1/denselayer4/conv1/conv2d/0" -> "features/denseblock1/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer4.norm2.weight" -> "features/denseblock1/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer4.norm2.bias" -> "features/denseblock1/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer4.norm2.running_mean" -> "features/denseblock1/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer4.norm2.running_var" -> "features/denseblock1/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock1/denselayer4/norm2/batch_norm/0" -> "features/denseblock1/denselayer4/relu2/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/denseblock1/denselayer4/relu2/relu_/0" -> "features/denseblock1/denselayer4/conv2/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer4.conv2.weight" -> "features/denseblock1/denselayer4/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock1/denselayer4/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer4/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer4/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer5/cat/0" -> "features/denseblock1/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(1, 192, 16, 16)"]; +"features.denseblock1.denselayer5.norm1.weight" -> "features/denseblock1/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.denseblock1.denselayer5.norm1.bias" -> "features/denseblock1/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.denseblock1.denselayer5.norm1.running_mean" -> "features/denseblock1/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.denseblock1.denselayer5.norm1.running_var" -> "features/denseblock1/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/denseblock1/denselayer5/norm1/batch_norm/0" -> "features/denseblock1/denselayer5/relu1/relu_/0" [dtype=float, shape="(1, 192, 16, 16)"]; +"features/denseblock1/denselayer5/relu1/relu_/0" -> "features/denseblock1/denselayer5/conv1/conv2d/0" [dtype=float, shape="(1, 192, 16, 16)"]; +"features.denseblock1.denselayer5.conv1.weight" -> "features/denseblock1/denselayer5/conv1/conv2d/0" [dtype=float, shape="(128, 192, 1, 1)"]; +"features/denseblock1/denselayer5/conv1/conv2d/0" -> "features/denseblock1/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer5.norm2.weight" -> "features/denseblock1/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer5.norm2.bias" -> "features/denseblock1/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer5.norm2.running_mean" -> "features/denseblock1/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer5.norm2.running_var" -> "features/denseblock1/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock1/denselayer5/norm2/batch_norm/0" -> "features/denseblock1/denselayer5/relu2/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/denseblock1/denselayer5/relu2/relu_/0" -> "features/denseblock1/denselayer5/conv2/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer5.conv2.weight" -> "features/denseblock1/denselayer5/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock1/denselayer5/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer5/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer6/cat/0" -> "features/denseblock1/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(1, 224, 16, 16)"]; +"features.denseblock1.denselayer6.norm1.weight" -> "features/denseblock1/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(224,)"]; +"features.denseblock1.denselayer6.norm1.bias" -> "features/denseblock1/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(224,)"]; +"features.denseblock1.denselayer6.norm1.running_mean" -> "features/denseblock1/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(224,)"]; +"features.denseblock1.denselayer6.norm1.running_var" -> "features/denseblock1/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(224,)"]; +"features/denseblock1/denselayer6/norm1/batch_norm/0" -> "features/denseblock1/denselayer6/relu1/relu_/0" [dtype=float, shape="(1, 224, 16, 16)"]; +"features/denseblock1/denselayer6/relu1/relu_/0" -> "features/denseblock1/denselayer6/conv1/conv2d/0" [dtype=float, shape="(1, 224, 16, 16)"]; +"features.denseblock1.denselayer6.conv1.weight" -> "features/denseblock1/denselayer6/conv1/conv2d/0" [dtype=float, shape="(128, 224, 1, 1)"]; +"features/denseblock1/denselayer6/conv1/conv2d/0" -> "features/denseblock1/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer6.norm2.weight" -> "features/denseblock1/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer6.norm2.bias" -> "features/denseblock1/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer6.norm2.running_mean" -> "features/denseblock1/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock1.denselayer6.norm2.running_var" -> "features/denseblock1/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock1/denselayer6/norm2/batch_norm/0" -> "features/denseblock1/denselayer6/relu2/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/denseblock1/denselayer6/relu2/relu_/0" -> "features/denseblock1/denselayer6/conv2/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.denseblock1.denselayer6.conv2.weight" -> "features/denseblock1/denselayer6/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock1/denselayer6/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, shape="(1, 32, 16, 16)"]; +"features/denseblock1/cat/0" -> "features/transition1/norm/batch_norm/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"features.transition1.norm.weight" -> "features/transition1/norm/batch_norm/0" [dtype=float, shape="(256,)"]; +"features.transition1.norm.bias" -> "features/transition1/norm/batch_norm/0" [dtype=float, shape="(256,)"]; +"features.transition1.norm.running_mean" -> "features/transition1/norm/batch_norm/0" [dtype=float, shape="(256,)"]; +"features.transition1.norm.running_var" -> "features/transition1/norm/batch_norm/0" [dtype=float, shape="(256,)"]; +"features/transition1/norm/batch_norm/0" -> "features/transition1/relu/relu_/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"features/transition1/relu/relu_/0" -> "features/transition1/conv/conv2d/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"features.transition1.conv.weight" -> "features/transition1/conv/conv2d/0" [dtype=float, shape="(128, 256, 1, 1)"]; +"features/transition1/conv/conv2d/0" -> "features/transition1/pool/avg_pool2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer1/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer2/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer3/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/transition1/pool/avg_pool2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer1/cat/0" -> "features/denseblock2/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer1.norm1.weight" -> "features/denseblock2/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer1.norm1.bias" -> "features/denseblock2/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer1.norm1.running_mean" -> "features/denseblock2/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer1.norm1.running_var" -> "features/denseblock2/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer1/norm1/batch_norm/0" -> "features/denseblock2/denselayer1/relu1/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer1/relu1/relu_/0" -> "features/denseblock2/denselayer1/conv1/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer1.conv1.weight" -> "features/denseblock2/denselayer1/conv1/conv2d/0" [dtype=float, shape="(128, 128, 1, 1)"]; +"features/denseblock2/denselayer1/conv1/conv2d/0" -> "features/denseblock2/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer1.norm2.weight" -> "features/denseblock2/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer1.norm2.bias" -> "features/denseblock2/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer1.norm2.running_mean" -> "features/denseblock2/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer1.norm2.running_var" -> "features/denseblock2/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer1/norm2/batch_norm/0" -> "features/denseblock2/denselayer1/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer1/relu2/relu_/0" -> "features/denseblock2/denselayer1/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer1.conv2.weight" -> "features/denseblock2/denselayer1/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer3/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/cat/0" -> "features/denseblock2/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(1, 160, 8, 8)"]; +"features.denseblock2.denselayer2.norm1.weight" -> "features/denseblock2/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.denseblock2.denselayer2.norm1.bias" -> "features/denseblock2/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.denseblock2.denselayer2.norm1.running_mean" -> "features/denseblock2/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.denseblock2.denselayer2.norm1.running_var" -> "features/denseblock2/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(160,)"]; +"features/denseblock2/denselayer2/norm1/batch_norm/0" -> "features/denseblock2/denselayer2/relu1/relu_/0" [dtype=float, shape="(1, 160, 8, 8)"]; +"features/denseblock2/denselayer2/relu1/relu_/0" -> "features/denseblock2/denselayer2/conv1/conv2d/0" [dtype=float, shape="(1, 160, 8, 8)"]; +"features.denseblock2.denselayer2.conv1.weight" -> "features/denseblock2/denselayer2/conv1/conv2d/0" [dtype=float, shape="(128, 160, 1, 1)"]; +"features/denseblock2/denselayer2/conv1/conv2d/0" -> "features/denseblock2/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer2.norm2.weight" -> "features/denseblock2/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer2.norm2.bias" -> "features/denseblock2/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer2.norm2.running_mean" -> "features/denseblock2/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer2.norm2.running_var" -> "features/denseblock2/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer2/norm2/batch_norm/0" -> "features/denseblock2/denselayer2/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer2/relu2/relu_/0" -> "features/denseblock2/denselayer2/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer2.conv2.weight" -> "features/denseblock2/denselayer2/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer3/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/cat/0" -> "features/denseblock2/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.denseblock2.denselayer3.norm1.weight" -> "features/denseblock2/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.denseblock2.denselayer3.norm1.bias" -> "features/denseblock2/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.denseblock2.denselayer3.norm1.running_mean" -> "features/denseblock2/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.denseblock2.denselayer3.norm1.running_var" -> "features/denseblock2/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/denseblock2/denselayer3/norm1/batch_norm/0" -> "features/denseblock2/denselayer3/relu1/relu_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/denseblock2/denselayer3/relu1/relu_/0" -> "features/denseblock2/denselayer3/conv1/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.denseblock2.denselayer3.conv1.weight" -> "features/denseblock2/denselayer3/conv1/conv2d/0" [dtype=float, shape="(128, 192, 1, 1)"]; +"features/denseblock2/denselayer3/conv1/conv2d/0" -> "features/denseblock2/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer3.norm2.weight" -> "features/denseblock2/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer3.norm2.bias" -> "features/denseblock2/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer3.norm2.running_mean" -> "features/denseblock2/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer3.norm2.running_var" -> "features/denseblock2/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer3/norm2/batch_norm/0" -> "features/denseblock2/denselayer3/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer3/relu2/relu_/0" -> "features/denseblock2/denselayer3/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer3.conv2.weight" -> "features/denseblock2/denselayer3/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/cat/0" -> "features/denseblock2/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(1, 224, 8, 8)"]; +"features.denseblock2.denselayer4.norm1.weight" -> "features/denseblock2/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(224,)"]; +"features.denseblock2.denselayer4.norm1.bias" -> "features/denseblock2/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(224,)"]; +"features.denseblock2.denselayer4.norm1.running_mean" -> "features/denseblock2/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(224,)"]; +"features.denseblock2.denselayer4.norm1.running_var" -> "features/denseblock2/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(224,)"]; +"features/denseblock2/denselayer4/norm1/batch_norm/0" -> "features/denseblock2/denselayer4/relu1/relu_/0" [dtype=float, shape="(1, 224, 8, 8)"]; +"features/denseblock2/denselayer4/relu1/relu_/0" -> "features/denseblock2/denselayer4/conv1/conv2d/0" [dtype=float, shape="(1, 224, 8, 8)"]; +"features.denseblock2.denselayer4.conv1.weight" -> "features/denseblock2/denselayer4/conv1/conv2d/0" [dtype=float, shape="(128, 224, 1, 1)"]; +"features/denseblock2/denselayer4/conv1/conv2d/0" -> "features/denseblock2/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer4.norm2.weight" -> "features/denseblock2/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer4.norm2.bias" -> "features/denseblock2/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer4.norm2.running_mean" -> "features/denseblock2/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer4.norm2.running_var" -> "features/denseblock2/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer4/norm2/batch_norm/0" -> "features/denseblock2/denselayer4/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer4/relu2/relu_/0" -> "features/denseblock2/denselayer4/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer4.conv2.weight" -> "features/denseblock2/denselayer4/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/cat/0" -> "features/denseblock2/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features.denseblock2.denselayer5.norm1.weight" -> "features/denseblock2/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(256,)"]; +"features.denseblock2.denselayer5.norm1.bias" -> "features/denseblock2/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(256,)"]; +"features.denseblock2.denselayer5.norm1.running_mean" -> "features/denseblock2/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(256,)"]; +"features.denseblock2.denselayer5.norm1.running_var" -> "features/denseblock2/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(256,)"]; +"features/denseblock2/denselayer5/norm1/batch_norm/0" -> "features/denseblock2/denselayer5/relu1/relu_/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features/denseblock2/denselayer5/relu1/relu_/0" -> "features/denseblock2/denselayer5/conv1/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features.denseblock2.denselayer5.conv1.weight" -> "features/denseblock2/denselayer5/conv1/conv2d/0" [dtype=float, shape="(128, 256, 1, 1)"]; +"features/denseblock2/denselayer5/conv1/conv2d/0" -> "features/denseblock2/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer5.norm2.weight" -> "features/denseblock2/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer5.norm2.bias" -> "features/denseblock2/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer5.norm2.running_mean" -> "features/denseblock2/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer5.norm2.running_var" -> "features/denseblock2/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer5/norm2/batch_norm/0" -> "features/denseblock2/denselayer5/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer5/relu2/relu_/0" -> "features/denseblock2/denselayer5/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer5.conv2.weight" -> "features/denseblock2/denselayer5/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/cat/0" -> "features/denseblock2/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(1, 288, 8, 8)"]; +"features.denseblock2.denselayer6.norm1.weight" -> "features/denseblock2/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.denseblock2.denselayer6.norm1.bias" -> "features/denseblock2/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.denseblock2.denselayer6.norm1.running_mean" -> "features/denseblock2/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.denseblock2.denselayer6.norm1.running_var" -> "features/denseblock2/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features/denseblock2/denselayer6/norm1/batch_norm/0" -> "features/denseblock2/denselayer6/relu1/relu_/0" [dtype=float, shape="(1, 288, 8, 8)"]; +"features/denseblock2/denselayer6/relu1/relu_/0" -> "features/denseblock2/denselayer6/conv1/conv2d/0" [dtype=float, shape="(1, 288, 8, 8)"]; +"features.denseblock2.denselayer6.conv1.weight" -> "features/denseblock2/denselayer6/conv1/conv2d/0" [dtype=float, shape="(128, 288, 1, 1)"]; +"features/denseblock2/denselayer6/conv1/conv2d/0" -> "features/denseblock2/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer6.norm2.weight" -> "features/denseblock2/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer6.norm2.bias" -> "features/denseblock2/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer6.norm2.running_mean" -> "features/denseblock2/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer6.norm2.running_var" -> "features/denseblock2/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer6/norm2/batch_norm/0" -> "features/denseblock2/denselayer6/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer6/relu2/relu_/0" -> "features/denseblock2/denselayer6/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer6.conv2.weight" -> "features/denseblock2/denselayer6/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/cat/0" -> "features/denseblock2/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"features.denseblock2.denselayer7.norm1.weight" -> "features/denseblock2/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.denseblock2.denselayer7.norm1.bias" -> "features/denseblock2/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.denseblock2.denselayer7.norm1.running_mean" -> "features/denseblock2/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.denseblock2.denselayer7.norm1.running_var" -> "features/denseblock2/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features/denseblock2/denselayer7/norm1/batch_norm/0" -> "features/denseblock2/denselayer7/relu1/relu_/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"features/denseblock2/denselayer7/relu1/relu_/0" -> "features/denseblock2/denselayer7/conv1/conv2d/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"features.denseblock2.denselayer7.conv1.weight" -> "features/denseblock2/denselayer7/conv1/conv2d/0" [dtype=float, shape="(128, 320, 1, 1)"]; +"features/denseblock2/denselayer7/conv1/conv2d/0" -> "features/denseblock2/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer7.norm2.weight" -> "features/denseblock2/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer7.norm2.bias" -> "features/denseblock2/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer7.norm2.running_mean" -> "features/denseblock2/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer7.norm2.running_var" -> "features/denseblock2/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer7/norm2/batch_norm/0" -> "features/denseblock2/denselayer7/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer7/relu2/relu_/0" -> "features/denseblock2/denselayer7/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer7.conv2.weight" -> "features/denseblock2/denselayer7/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/cat/0" -> "features/denseblock2/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(1, 352, 8, 8)"]; +"features.denseblock2.denselayer8.norm1.weight" -> "features/denseblock2/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(352,)"]; +"features.denseblock2.denselayer8.norm1.bias" -> "features/denseblock2/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(352,)"]; +"features.denseblock2.denselayer8.norm1.running_mean" -> "features/denseblock2/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(352,)"]; +"features.denseblock2.denselayer8.norm1.running_var" -> "features/denseblock2/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(352,)"]; +"features/denseblock2/denselayer8/norm1/batch_norm/0" -> "features/denseblock2/denselayer8/relu1/relu_/0" [dtype=float, shape="(1, 352, 8, 8)"]; +"features/denseblock2/denselayer8/relu1/relu_/0" -> "features/denseblock2/denselayer8/conv1/conv2d/0" [dtype=float, shape="(1, 352, 8, 8)"]; +"features.denseblock2.denselayer8.conv1.weight" -> "features/denseblock2/denselayer8/conv1/conv2d/0" [dtype=float, shape="(128, 352, 1, 1)"]; +"features/denseblock2/denselayer8/conv1/conv2d/0" -> "features/denseblock2/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer8.norm2.weight" -> "features/denseblock2/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer8.norm2.bias" -> "features/denseblock2/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer8.norm2.running_mean" -> "features/denseblock2/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer8.norm2.running_var" -> "features/denseblock2/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer8/norm2/batch_norm/0" -> "features/denseblock2/denselayer8/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer8/relu2/relu_/0" -> "features/denseblock2/denselayer8/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer8.conv2.weight" -> "features/denseblock2/denselayer8/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer9/cat/0" -> "features/denseblock2/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"features.denseblock2.denselayer9.norm1.weight" -> "features/denseblock2/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.denseblock2.denselayer9.norm1.bias" -> "features/denseblock2/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.denseblock2.denselayer9.norm1.running_mean" -> "features/denseblock2/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.denseblock2.denselayer9.norm1.running_var" -> "features/denseblock2/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/denseblock2/denselayer9/norm1/batch_norm/0" -> "features/denseblock2/denselayer9/relu1/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"features/denseblock2/denselayer9/relu1/relu_/0" -> "features/denseblock2/denselayer9/conv1/conv2d/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"features.denseblock2.denselayer9.conv1.weight" -> "features/denseblock2/denselayer9/conv1/conv2d/0" [dtype=float, shape="(128, 384, 1, 1)"]; +"features/denseblock2/denselayer9/conv1/conv2d/0" -> "features/denseblock2/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer9.norm2.weight" -> "features/denseblock2/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer9.norm2.bias" -> "features/denseblock2/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer9.norm2.running_mean" -> "features/denseblock2/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer9.norm2.running_var" -> "features/denseblock2/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer9/norm2/batch_norm/0" -> "features/denseblock2/denselayer9/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer9/relu2/relu_/0" -> "features/denseblock2/denselayer9/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer9.conv2.weight" -> "features/denseblock2/denselayer9/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer10/cat/0" -> "features/denseblock2/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(1, 416, 8, 8)"]; +"features.denseblock2.denselayer10.norm1.weight" -> "features/denseblock2/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(416,)"]; +"features.denseblock2.denselayer10.norm1.bias" -> "features/denseblock2/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(416,)"]; +"features.denseblock2.denselayer10.norm1.running_mean" -> "features/denseblock2/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(416,)"]; +"features.denseblock2.denselayer10.norm1.running_var" -> "features/denseblock2/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(416,)"]; +"features/denseblock2/denselayer10/norm1/batch_norm/0" -> "features/denseblock2/denselayer10/relu1/relu_/0" [dtype=float, shape="(1, 416, 8, 8)"]; +"features/denseblock2/denselayer10/relu1/relu_/0" -> "features/denseblock2/denselayer10/conv1/conv2d/0" [dtype=float, shape="(1, 416, 8, 8)"]; +"features.denseblock2.denselayer10.conv1.weight" -> "features/denseblock2/denselayer10/conv1/conv2d/0" [dtype=float, shape="(128, 416, 1, 1)"]; +"features/denseblock2/denselayer10/conv1/conv2d/0" -> "features/denseblock2/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer10.norm2.weight" -> "features/denseblock2/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer10.norm2.bias" -> "features/denseblock2/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer10.norm2.running_mean" -> "features/denseblock2/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer10.norm2.running_var" -> "features/denseblock2/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer10/norm2/batch_norm/0" -> "features/denseblock2/denselayer10/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer10/relu2/relu_/0" -> "features/denseblock2/denselayer10/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer10.conv2.weight" -> "features/denseblock2/denselayer10/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer10/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer10/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer10/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer11/cat/0" -> "features/denseblock2/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(1, 448, 8, 8)"]; +"features.denseblock2.denselayer11.norm1.weight" -> "features/denseblock2/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(448,)"]; +"features.denseblock2.denselayer11.norm1.bias" -> "features/denseblock2/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(448,)"]; +"features.denseblock2.denselayer11.norm1.running_mean" -> "features/denseblock2/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(448,)"]; +"features.denseblock2.denselayer11.norm1.running_var" -> "features/denseblock2/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(448,)"]; +"features/denseblock2/denselayer11/norm1/batch_norm/0" -> "features/denseblock2/denselayer11/relu1/relu_/0" [dtype=float, shape="(1, 448, 8, 8)"]; +"features/denseblock2/denselayer11/relu1/relu_/0" -> "features/denseblock2/denselayer11/conv1/conv2d/0" [dtype=float, shape="(1, 448, 8, 8)"]; +"features.denseblock2.denselayer11.conv1.weight" -> "features/denseblock2/denselayer11/conv1/conv2d/0" [dtype=float, shape="(128, 448, 1, 1)"]; +"features/denseblock2/denselayer11/conv1/conv2d/0" -> "features/denseblock2/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer11.norm2.weight" -> "features/denseblock2/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer11.norm2.bias" -> "features/denseblock2/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer11.norm2.running_mean" -> "features/denseblock2/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer11.norm2.running_var" -> "features/denseblock2/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer11/norm2/batch_norm/0" -> "features/denseblock2/denselayer11/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer11/relu2/relu_/0" -> "features/denseblock2/denselayer11/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer11.conv2.weight" -> "features/denseblock2/denselayer11/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer11/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer11/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer12/cat/0" -> "features/denseblock2/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(1, 480, 8, 8)"]; +"features.denseblock2.denselayer12.norm1.weight" -> "features/denseblock2/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.denseblock2.denselayer12.norm1.bias" -> "features/denseblock2/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.denseblock2.denselayer12.norm1.running_mean" -> "features/denseblock2/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.denseblock2.denselayer12.norm1.running_var" -> "features/denseblock2/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features/denseblock2/denselayer12/norm1/batch_norm/0" -> "features/denseblock2/denselayer12/relu1/relu_/0" [dtype=float, shape="(1, 480, 8, 8)"]; +"features/denseblock2/denselayer12/relu1/relu_/0" -> "features/denseblock2/denselayer12/conv1/conv2d/0" [dtype=float, shape="(1, 480, 8, 8)"]; +"features.denseblock2.denselayer12.conv1.weight" -> "features/denseblock2/denselayer12/conv1/conv2d/0" [dtype=float, shape="(128, 480, 1, 1)"]; +"features/denseblock2/denselayer12/conv1/conv2d/0" -> "features/denseblock2/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer12.norm2.weight" -> "features/denseblock2/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer12.norm2.bias" -> "features/denseblock2/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer12.norm2.running_mean" -> "features/denseblock2/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock2.denselayer12.norm2.running_var" -> "features/denseblock2/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock2/denselayer12/norm2/batch_norm/0" -> "features/denseblock2/denselayer12/relu2/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features/denseblock2/denselayer12/relu2/relu_/0" -> "features/denseblock2/denselayer12/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.denseblock2.denselayer12.conv2.weight" -> "features/denseblock2/denselayer12/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock2/denselayer12/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/denseblock2/cat/0" -> "features/transition2/norm/batch_norm/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"features.transition2.norm.weight" -> "features/transition2/norm/batch_norm/0" [dtype=float, shape="(512,)"]; +"features.transition2.norm.bias" -> "features/transition2/norm/batch_norm/0" [dtype=float, shape="(512,)"]; +"features.transition2.norm.running_mean" -> "features/transition2/norm/batch_norm/0" [dtype=float, shape="(512,)"]; +"features.transition2.norm.running_var" -> "features/transition2/norm/batch_norm/0" [dtype=float, shape="(512,)"]; +"features/transition2/norm/batch_norm/0" -> "features/transition2/relu/relu_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"features/transition2/relu/relu_/0" -> "features/transition2/conv/conv2d/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"features.transition2.conv.weight" -> "features/transition2/conv/conv2d/0" [dtype=float, shape="(256, 512, 1, 1)"]; +"features/transition2/conv/conv2d/0" -> "features/transition2/pool/avg_pool2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer1/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer2/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer3/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/transition2/pool/avg_pool2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/denseblock3/denselayer1/cat/0" -> "features/denseblock3/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features.denseblock3.denselayer1.norm1.weight" -> "features/denseblock3/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(256,)"]; +"features.denseblock3.denselayer1.norm1.bias" -> "features/denseblock3/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(256,)"]; +"features.denseblock3.denselayer1.norm1.running_mean" -> "features/denseblock3/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(256,)"]; +"features.denseblock3.denselayer1.norm1.running_var" -> "features/denseblock3/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(256,)"]; +"features/denseblock3/denselayer1/norm1/batch_norm/0" -> "features/denseblock3/denselayer1/relu1/relu_/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features/denseblock3/denselayer1/relu1/relu_/0" -> "features/denseblock3/denselayer1/conv1/conv2d/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features.denseblock3.denselayer1.conv1.weight" -> "features/denseblock3/denselayer1/conv1/conv2d/0" [dtype=float, shape="(128, 256, 1, 1)"]; +"features/denseblock3/denselayer1/conv1/conv2d/0" -> "features/denseblock3/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer1.norm2.weight" -> "features/denseblock3/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer1.norm2.bias" -> "features/denseblock3/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer1.norm2.running_mean" -> "features/denseblock3/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer1.norm2.running_var" -> "features/denseblock3/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer1/norm2/batch_norm/0" -> "features/denseblock3/denselayer1/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer1/relu2/relu_/0" -> "features/denseblock3/denselayer1/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer1.conv2.weight" -> "features/denseblock3/denselayer1/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer2/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/cat/0" -> "features/denseblock3/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(1, 288, 4, 4)"]; +"features.denseblock3.denselayer2.norm1.weight" -> "features/denseblock3/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.denseblock3.denselayer2.norm1.bias" -> "features/denseblock3/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.denseblock3.denselayer2.norm1.running_mean" -> "features/denseblock3/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.denseblock3.denselayer2.norm1.running_var" -> "features/denseblock3/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features/denseblock3/denselayer2/norm1/batch_norm/0" -> "features/denseblock3/denselayer2/relu1/relu_/0" [dtype=float, shape="(1, 288, 4, 4)"]; +"features/denseblock3/denselayer2/relu1/relu_/0" -> "features/denseblock3/denselayer2/conv1/conv2d/0" [dtype=float, shape="(1, 288, 4, 4)"]; +"features.denseblock3.denselayer2.conv1.weight" -> "features/denseblock3/denselayer2/conv1/conv2d/0" [dtype=float, shape="(128, 288, 1, 1)"]; +"features/denseblock3/denselayer2/conv1/conv2d/0" -> "features/denseblock3/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer2.norm2.weight" -> "features/denseblock3/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer2.norm2.bias" -> "features/denseblock3/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer2.norm2.running_mean" -> "features/denseblock3/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer2.norm2.running_var" -> "features/denseblock3/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer2/norm2/batch_norm/0" -> "features/denseblock3/denselayer2/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer2/relu2/relu_/0" -> "features/denseblock3/denselayer2/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer2.conv2.weight" -> "features/denseblock3/denselayer2/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/cat/0" -> "features/denseblock3/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(1, 320, 4, 4)"]; +"features.denseblock3.denselayer3.norm1.weight" -> "features/denseblock3/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.denseblock3.denselayer3.norm1.bias" -> "features/denseblock3/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.denseblock3.denselayer3.norm1.running_mean" -> "features/denseblock3/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.denseblock3.denselayer3.norm1.running_var" -> "features/denseblock3/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features/denseblock3/denselayer3/norm1/batch_norm/0" -> "features/denseblock3/denselayer3/relu1/relu_/0" [dtype=float, shape="(1, 320, 4, 4)"]; +"features/denseblock3/denselayer3/relu1/relu_/0" -> "features/denseblock3/denselayer3/conv1/conv2d/0" [dtype=float, shape="(1, 320, 4, 4)"]; +"features.denseblock3.denselayer3.conv1.weight" -> "features/denseblock3/denselayer3/conv1/conv2d/0" [dtype=float, shape="(128, 320, 1, 1)"]; +"features/denseblock3/denselayer3/conv1/conv2d/0" -> "features/denseblock3/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer3.norm2.weight" -> "features/denseblock3/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer3.norm2.bias" -> "features/denseblock3/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer3.norm2.running_mean" -> "features/denseblock3/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer3.norm2.running_var" -> "features/denseblock3/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer3/norm2/batch_norm/0" -> "features/denseblock3/denselayer3/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer3/relu2/relu_/0" -> "features/denseblock3/denselayer3/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer3.conv2.weight" -> "features/denseblock3/denselayer3/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/cat/0" -> "features/denseblock3/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(1, 352, 4, 4)"]; +"features.denseblock3.denselayer4.norm1.weight" -> "features/denseblock3/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(352,)"]; +"features.denseblock3.denselayer4.norm1.bias" -> "features/denseblock3/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(352,)"]; +"features.denseblock3.denselayer4.norm1.running_mean" -> "features/denseblock3/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(352,)"]; +"features.denseblock3.denselayer4.norm1.running_var" -> "features/denseblock3/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(352,)"]; +"features/denseblock3/denselayer4/norm1/batch_norm/0" -> "features/denseblock3/denselayer4/relu1/relu_/0" [dtype=float, shape="(1, 352, 4, 4)"]; +"features/denseblock3/denselayer4/relu1/relu_/0" -> "features/denseblock3/denselayer4/conv1/conv2d/0" [dtype=float, shape="(1, 352, 4, 4)"]; +"features.denseblock3.denselayer4.conv1.weight" -> "features/denseblock3/denselayer4/conv1/conv2d/0" [dtype=float, shape="(128, 352, 1, 1)"]; +"features/denseblock3/denselayer4/conv1/conv2d/0" -> "features/denseblock3/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer4.norm2.weight" -> "features/denseblock3/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer4.norm2.bias" -> "features/denseblock3/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer4.norm2.running_mean" -> "features/denseblock3/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer4.norm2.running_var" -> "features/denseblock3/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer4/norm2/batch_norm/0" -> "features/denseblock3/denselayer4/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer4/relu2/relu_/0" -> "features/denseblock3/denselayer4/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer4.conv2.weight" -> "features/denseblock3/denselayer4/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/cat/0" -> "features/denseblock3/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.denseblock3.denselayer5.norm1.weight" -> "features/denseblock3/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.denseblock3.denselayer5.norm1.bias" -> "features/denseblock3/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.denseblock3.denselayer5.norm1.running_mean" -> "features/denseblock3/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.denseblock3.denselayer5.norm1.running_var" -> "features/denseblock3/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/denseblock3/denselayer5/norm1/batch_norm/0" -> "features/denseblock3/denselayer5/relu1/relu_/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/denseblock3/denselayer5/relu1/relu_/0" -> "features/denseblock3/denselayer5/conv1/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.denseblock3.denselayer5.conv1.weight" -> "features/denseblock3/denselayer5/conv1/conv2d/0" [dtype=float, shape="(128, 384, 1, 1)"]; +"features/denseblock3/denselayer5/conv1/conv2d/0" -> "features/denseblock3/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer5.norm2.weight" -> "features/denseblock3/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer5.norm2.bias" -> "features/denseblock3/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer5.norm2.running_mean" -> "features/denseblock3/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer5.norm2.running_var" -> "features/denseblock3/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer5/norm2/batch_norm/0" -> "features/denseblock3/denselayer5/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer5/relu2/relu_/0" -> "features/denseblock3/denselayer5/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer5.conv2.weight" -> "features/denseblock3/denselayer5/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/cat/0" -> "features/denseblock3/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(1, 416, 4, 4)"]; +"features.denseblock3.denselayer6.norm1.weight" -> "features/denseblock3/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(416,)"]; +"features.denseblock3.denselayer6.norm1.bias" -> "features/denseblock3/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(416,)"]; +"features.denseblock3.denselayer6.norm1.running_mean" -> "features/denseblock3/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(416,)"]; +"features.denseblock3.denselayer6.norm1.running_var" -> "features/denseblock3/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(416,)"]; +"features/denseblock3/denselayer6/norm1/batch_norm/0" -> "features/denseblock3/denselayer6/relu1/relu_/0" [dtype=float, shape="(1, 416, 4, 4)"]; +"features/denseblock3/denselayer6/relu1/relu_/0" -> "features/denseblock3/denselayer6/conv1/conv2d/0" [dtype=float, shape="(1, 416, 4, 4)"]; +"features.denseblock3.denselayer6.conv1.weight" -> "features/denseblock3/denselayer6/conv1/conv2d/0" [dtype=float, shape="(128, 416, 1, 1)"]; +"features/denseblock3/denselayer6/conv1/conv2d/0" -> "features/denseblock3/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer6.norm2.weight" -> "features/denseblock3/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer6.norm2.bias" -> "features/denseblock3/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer6.norm2.running_mean" -> "features/denseblock3/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer6.norm2.running_var" -> "features/denseblock3/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer6/norm2/batch_norm/0" -> "features/denseblock3/denselayer6/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer6/relu2/relu_/0" -> "features/denseblock3/denselayer6/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer6.conv2.weight" -> "features/denseblock3/denselayer6/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/cat/0" -> "features/denseblock3/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(1, 448, 4, 4)"]; +"features.denseblock3.denselayer7.norm1.weight" -> "features/denseblock3/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(448,)"]; +"features.denseblock3.denselayer7.norm1.bias" -> "features/denseblock3/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(448,)"]; +"features.denseblock3.denselayer7.norm1.running_mean" -> "features/denseblock3/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(448,)"]; +"features.denseblock3.denselayer7.norm1.running_var" -> "features/denseblock3/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(448,)"]; +"features/denseblock3/denselayer7/norm1/batch_norm/0" -> "features/denseblock3/denselayer7/relu1/relu_/0" [dtype=float, shape="(1, 448, 4, 4)"]; +"features/denseblock3/denselayer7/relu1/relu_/0" -> "features/denseblock3/denselayer7/conv1/conv2d/0" [dtype=float, shape="(1, 448, 4, 4)"]; +"features.denseblock3.denselayer7.conv1.weight" -> "features/denseblock3/denselayer7/conv1/conv2d/0" [dtype=float, shape="(128, 448, 1, 1)"]; +"features/denseblock3/denselayer7/conv1/conv2d/0" -> "features/denseblock3/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer7.norm2.weight" -> "features/denseblock3/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer7.norm2.bias" -> "features/denseblock3/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer7.norm2.running_mean" -> "features/denseblock3/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer7.norm2.running_var" -> "features/denseblock3/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer7/norm2/batch_norm/0" -> "features/denseblock3/denselayer7/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer7/relu2/relu_/0" -> "features/denseblock3/denselayer7/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer7.conv2.weight" -> "features/denseblock3/denselayer7/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/cat/0" -> "features/denseblock3/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.denseblock3.denselayer8.norm1.weight" -> "features/denseblock3/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.denseblock3.denselayer8.norm1.bias" -> "features/denseblock3/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.denseblock3.denselayer8.norm1.running_mean" -> "features/denseblock3/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.denseblock3.denselayer8.norm1.running_var" -> "features/denseblock3/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features/denseblock3/denselayer8/norm1/batch_norm/0" -> "features/denseblock3/denselayer8/relu1/relu_/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/denseblock3/denselayer8/relu1/relu_/0" -> "features/denseblock3/denselayer8/conv1/conv2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.denseblock3.denselayer8.conv1.weight" -> "features/denseblock3/denselayer8/conv1/conv2d/0" [dtype=float, shape="(128, 480, 1, 1)"]; +"features/denseblock3/denselayer8/conv1/conv2d/0" -> "features/denseblock3/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer8.norm2.weight" -> "features/denseblock3/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer8.norm2.bias" -> "features/denseblock3/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer8.norm2.running_mean" -> "features/denseblock3/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer8.norm2.running_var" -> "features/denseblock3/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer8/norm2/batch_norm/0" -> "features/denseblock3/denselayer8/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer8/relu2/relu_/0" -> "features/denseblock3/denselayer8/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer8.conv2.weight" -> "features/denseblock3/denselayer8/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/cat/0" -> "features/denseblock3/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features.denseblock3.denselayer9.norm1.weight" -> "features/denseblock3/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(512,)"]; +"features.denseblock3.denselayer9.norm1.bias" -> "features/denseblock3/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(512,)"]; +"features.denseblock3.denselayer9.norm1.running_mean" -> "features/denseblock3/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(512,)"]; +"features.denseblock3.denselayer9.norm1.running_var" -> "features/denseblock3/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(512,)"]; +"features/denseblock3/denselayer9/norm1/batch_norm/0" -> "features/denseblock3/denselayer9/relu1/relu_/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features/denseblock3/denselayer9/relu1/relu_/0" -> "features/denseblock3/denselayer9/conv1/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features.denseblock3.denselayer9.conv1.weight" -> "features/denseblock3/denselayer9/conv1/conv2d/0" [dtype=float, shape="(128, 512, 1, 1)"]; +"features/denseblock3/denselayer9/conv1/conv2d/0" -> "features/denseblock3/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer9.norm2.weight" -> "features/denseblock3/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer9.norm2.bias" -> "features/denseblock3/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer9.norm2.running_mean" -> "features/denseblock3/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer9.norm2.running_var" -> "features/denseblock3/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer9/norm2/batch_norm/0" -> "features/denseblock3/denselayer9/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer9/relu2/relu_/0" -> "features/denseblock3/denselayer9/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer9.conv2.weight" -> "features/denseblock3/denselayer9/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/cat/0" -> "features/denseblock3/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(1, 544, 4, 4)"]; +"features.denseblock3.denselayer10.norm1.weight" -> "features/denseblock3/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(544,)"]; +"features.denseblock3.denselayer10.norm1.bias" -> "features/denseblock3/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(544,)"]; +"features.denseblock3.denselayer10.norm1.running_mean" -> "features/denseblock3/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(544,)"]; +"features.denseblock3.denselayer10.norm1.running_var" -> "features/denseblock3/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(544,)"]; +"features/denseblock3/denselayer10/norm1/batch_norm/0" -> "features/denseblock3/denselayer10/relu1/relu_/0" [dtype=float, shape="(1, 544, 4, 4)"]; +"features/denseblock3/denselayer10/relu1/relu_/0" -> "features/denseblock3/denselayer10/conv1/conv2d/0" [dtype=float, shape="(1, 544, 4, 4)"]; +"features.denseblock3.denselayer10.conv1.weight" -> "features/denseblock3/denselayer10/conv1/conv2d/0" [dtype=float, shape="(128, 544, 1, 1)"]; +"features/denseblock3/denselayer10/conv1/conv2d/0" -> "features/denseblock3/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer10.norm2.weight" -> "features/denseblock3/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer10.norm2.bias" -> "features/denseblock3/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer10.norm2.running_mean" -> "features/denseblock3/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer10.norm2.running_var" -> "features/denseblock3/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer10/norm2/batch_norm/0" -> "features/denseblock3/denselayer10/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer10/relu2/relu_/0" -> "features/denseblock3/denselayer10/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer10.conv2.weight" -> "features/denseblock3/denselayer10/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/cat/0" -> "features/denseblock3/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.denseblock3.denselayer11.norm1.weight" -> "features/denseblock3/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.denseblock3.denselayer11.norm1.bias" -> "features/denseblock3/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.denseblock3.denselayer11.norm1.running_mean" -> "features/denseblock3/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.denseblock3.denselayer11.norm1.running_var" -> "features/denseblock3/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/denseblock3/denselayer11/norm1/batch_norm/0" -> "features/denseblock3/denselayer11/relu1/relu_/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features/denseblock3/denselayer11/relu1/relu_/0" -> "features/denseblock3/denselayer11/conv1/conv2d/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.denseblock3.denselayer11.conv1.weight" -> "features/denseblock3/denselayer11/conv1/conv2d/0" [dtype=float, shape="(128, 576, 1, 1)"]; +"features/denseblock3/denselayer11/conv1/conv2d/0" -> "features/denseblock3/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer11.norm2.weight" -> "features/denseblock3/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer11.norm2.bias" -> "features/denseblock3/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer11.norm2.running_mean" -> "features/denseblock3/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer11.norm2.running_var" -> "features/denseblock3/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer11/norm2/batch_norm/0" -> "features/denseblock3/denselayer11/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer11/relu2/relu_/0" -> "features/denseblock3/denselayer11/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer11.conv2.weight" -> "features/denseblock3/denselayer11/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/cat/0" -> "features/denseblock3/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(1, 608, 4, 4)"]; +"features.denseblock3.denselayer12.norm1.weight" -> "features/denseblock3/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(608,)"]; +"features.denseblock3.denselayer12.norm1.bias" -> "features/denseblock3/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(608,)"]; +"features.denseblock3.denselayer12.norm1.running_mean" -> "features/denseblock3/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(608,)"]; +"features.denseblock3.denselayer12.norm1.running_var" -> "features/denseblock3/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(608,)"]; +"features/denseblock3/denselayer12/norm1/batch_norm/0" -> "features/denseblock3/denselayer12/relu1/relu_/0" [dtype=float, shape="(1, 608, 4, 4)"]; +"features/denseblock3/denselayer12/relu1/relu_/0" -> "features/denseblock3/denselayer12/conv1/conv2d/0" [dtype=float, shape="(1, 608, 4, 4)"]; +"features.denseblock3.denselayer12.conv1.weight" -> "features/denseblock3/denselayer12/conv1/conv2d/0" [dtype=float, shape="(128, 608, 1, 1)"]; +"features/denseblock3/denselayer12/conv1/conv2d/0" -> "features/denseblock3/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer12.norm2.weight" -> "features/denseblock3/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer12.norm2.bias" -> "features/denseblock3/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer12.norm2.running_mean" -> "features/denseblock3/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer12.norm2.running_var" -> "features/denseblock3/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer12/norm2/batch_norm/0" -> "features/denseblock3/denselayer12/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer12/relu2/relu_/0" -> "features/denseblock3/denselayer12/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer12.conv2.weight" -> "features/denseblock3/denselayer12/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/cat/0" -> "features/denseblock3/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(1, 640, 4, 4)"]; +"features.denseblock3.denselayer13.norm1.weight" -> "features/denseblock3/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(640,)"]; +"features.denseblock3.denselayer13.norm1.bias" -> "features/denseblock3/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(640,)"]; +"features.denseblock3.denselayer13.norm1.running_mean" -> "features/denseblock3/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(640,)"]; +"features.denseblock3.denselayer13.norm1.running_var" -> "features/denseblock3/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(640,)"]; +"features/denseblock3/denselayer13/norm1/batch_norm/0" -> "features/denseblock3/denselayer13/relu1/relu_/0" [dtype=float, shape="(1, 640, 4, 4)"]; +"features/denseblock3/denselayer13/relu1/relu_/0" -> "features/denseblock3/denselayer13/conv1/conv2d/0" [dtype=float, shape="(1, 640, 4, 4)"]; +"features.denseblock3.denselayer13.conv1.weight" -> "features/denseblock3/denselayer13/conv1/conv2d/0" [dtype=float, shape="(128, 640, 1, 1)"]; +"features/denseblock3/denselayer13/conv1/conv2d/0" -> "features/denseblock3/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer13.norm2.weight" -> "features/denseblock3/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer13.norm2.bias" -> "features/denseblock3/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer13.norm2.running_mean" -> "features/denseblock3/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer13.norm2.running_var" -> "features/denseblock3/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer13/norm2/batch_norm/0" -> "features/denseblock3/denselayer13/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer13/relu2/relu_/0" -> "features/denseblock3/denselayer13/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer13.conv2.weight" -> "features/denseblock3/denselayer13/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/cat/0" -> "features/denseblock3/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.denseblock3.denselayer14.norm1.weight" -> "features/denseblock3/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.denseblock3.denselayer14.norm1.bias" -> "features/denseblock3/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.denseblock3.denselayer14.norm1.running_mean" -> "features/denseblock3/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.denseblock3.denselayer14.norm1.running_var" -> "features/denseblock3/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features/denseblock3/denselayer14/norm1/batch_norm/0" -> "features/denseblock3/denselayer14/relu1/relu_/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/denseblock3/denselayer14/relu1/relu_/0" -> "features/denseblock3/denselayer14/conv1/conv2d/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.denseblock3.denselayer14.conv1.weight" -> "features/denseblock3/denselayer14/conv1/conv2d/0" [dtype=float, shape="(128, 672, 1, 1)"]; +"features/denseblock3/denselayer14/conv1/conv2d/0" -> "features/denseblock3/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer14.norm2.weight" -> "features/denseblock3/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer14.norm2.bias" -> "features/denseblock3/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer14.norm2.running_mean" -> "features/denseblock3/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer14.norm2.running_var" -> "features/denseblock3/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer14/norm2/batch_norm/0" -> "features/denseblock3/denselayer14/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer14/relu2/relu_/0" -> "features/denseblock3/denselayer14/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer14.conv2.weight" -> "features/denseblock3/denselayer14/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/cat/0" -> "features/denseblock3/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(1, 704, 4, 4)"]; +"features.denseblock3.denselayer15.norm1.weight" -> "features/denseblock3/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(704,)"]; +"features.denseblock3.denselayer15.norm1.bias" -> "features/denseblock3/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(704,)"]; +"features.denseblock3.denselayer15.norm1.running_mean" -> "features/denseblock3/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(704,)"]; +"features.denseblock3.denselayer15.norm1.running_var" -> "features/denseblock3/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(704,)"]; +"features/denseblock3/denselayer15/norm1/batch_norm/0" -> "features/denseblock3/denselayer15/relu1/relu_/0" [dtype=float, shape="(1, 704, 4, 4)"]; +"features/denseblock3/denselayer15/relu1/relu_/0" -> "features/denseblock3/denselayer15/conv1/conv2d/0" [dtype=float, shape="(1, 704, 4, 4)"]; +"features.denseblock3.denselayer15.conv1.weight" -> "features/denseblock3/denselayer15/conv1/conv2d/0" [dtype=float, shape="(128, 704, 1, 1)"]; +"features/denseblock3/denselayer15/conv1/conv2d/0" -> "features/denseblock3/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer15.norm2.weight" -> "features/denseblock3/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer15.norm2.bias" -> "features/denseblock3/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer15.norm2.running_mean" -> "features/denseblock3/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer15.norm2.running_var" -> "features/denseblock3/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer15/norm2/batch_norm/0" -> "features/denseblock3/denselayer15/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer15/relu2/relu_/0" -> "features/denseblock3/denselayer15/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer15.conv2.weight" -> "features/denseblock3/denselayer15/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/cat/0" -> "features/denseblock3/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(1, 736, 4, 4)"]; +"features.denseblock3.denselayer16.norm1.weight" -> "features/denseblock3/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(736,)"]; +"features.denseblock3.denselayer16.norm1.bias" -> "features/denseblock3/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(736,)"]; +"features.denseblock3.denselayer16.norm1.running_mean" -> "features/denseblock3/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(736,)"]; +"features.denseblock3.denselayer16.norm1.running_var" -> "features/denseblock3/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(736,)"]; +"features/denseblock3/denselayer16/norm1/batch_norm/0" -> "features/denseblock3/denselayer16/relu1/relu_/0" [dtype=float, shape="(1, 736, 4, 4)"]; +"features/denseblock3/denselayer16/relu1/relu_/0" -> "features/denseblock3/denselayer16/conv1/conv2d/0" [dtype=float, shape="(1, 736, 4, 4)"]; +"features.denseblock3.denselayer16.conv1.weight" -> "features/denseblock3/denselayer16/conv1/conv2d/0" [dtype=float, shape="(128, 736, 1, 1)"]; +"features/denseblock3/denselayer16/conv1/conv2d/0" -> "features/denseblock3/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer16.norm2.weight" -> "features/denseblock3/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer16.norm2.bias" -> "features/denseblock3/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer16.norm2.running_mean" -> "features/denseblock3/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer16.norm2.running_var" -> "features/denseblock3/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer16/norm2/batch_norm/0" -> "features/denseblock3/denselayer16/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer16/relu2/relu_/0" -> "features/denseblock3/denselayer16/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer16.conv2.weight" -> "features/denseblock3/denselayer16/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/cat/0" -> "features/denseblock3/denselayer17/norm1/batch_norm/0" [dtype=float, shape="(1, 768, 4, 4)"]; +"features.denseblock3.denselayer17.norm1.weight" -> "features/denseblock3/denselayer17/norm1/batch_norm/0" [dtype=float, shape="(768,)"]; +"features.denseblock3.denselayer17.norm1.bias" -> "features/denseblock3/denselayer17/norm1/batch_norm/0" [dtype=float, shape="(768,)"]; +"features.denseblock3.denselayer17.norm1.running_mean" -> "features/denseblock3/denselayer17/norm1/batch_norm/0" [dtype=float, shape="(768,)"]; +"features.denseblock3.denselayer17.norm1.running_var" -> "features/denseblock3/denselayer17/norm1/batch_norm/0" [dtype=float, shape="(768,)"]; +"features/denseblock3/denselayer17/norm1/batch_norm/0" -> "features/denseblock3/denselayer17/relu1/relu_/0" [dtype=float, shape="(1, 768, 4, 4)"]; +"features/denseblock3/denselayer17/relu1/relu_/0" -> "features/denseblock3/denselayer17/conv1/conv2d/0" [dtype=float, shape="(1, 768, 4, 4)"]; +"features.denseblock3.denselayer17.conv1.weight" -> "features/denseblock3/denselayer17/conv1/conv2d/0" [dtype=float, shape="(128, 768, 1, 1)"]; +"features/denseblock3/denselayer17/conv1/conv2d/0" -> "features/denseblock3/denselayer17/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer17.norm2.weight" -> "features/denseblock3/denselayer17/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer17.norm2.bias" -> "features/denseblock3/denselayer17/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer17.norm2.running_mean" -> "features/denseblock3/denselayer17/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer17.norm2.running_var" -> "features/denseblock3/denselayer17/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer17/norm2/batch_norm/0" -> "features/denseblock3/denselayer17/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer17/relu2/relu_/0" -> "features/denseblock3/denselayer17/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer17.conv2.weight" -> "features/denseblock3/denselayer17/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/cat/0" -> "features/denseblock3/denselayer18/norm1/batch_norm/0" [dtype=float, shape="(1, 800, 4, 4)"]; +"features.denseblock3.denselayer18.norm1.weight" -> "features/denseblock3/denselayer18/norm1/batch_norm/0" [dtype=float, shape="(800,)"]; +"features.denseblock3.denselayer18.norm1.bias" -> "features/denseblock3/denselayer18/norm1/batch_norm/0" [dtype=float, shape="(800,)"]; +"features.denseblock3.denselayer18.norm1.running_mean" -> "features/denseblock3/denselayer18/norm1/batch_norm/0" [dtype=float, shape="(800,)"]; +"features.denseblock3.denselayer18.norm1.running_var" -> "features/denseblock3/denselayer18/norm1/batch_norm/0" [dtype=float, shape="(800,)"]; +"features/denseblock3/denselayer18/norm1/batch_norm/0" -> "features/denseblock3/denselayer18/relu1/relu_/0" [dtype=float, shape="(1, 800, 4, 4)"]; +"features/denseblock3/denselayer18/relu1/relu_/0" -> "features/denseblock3/denselayer18/conv1/conv2d/0" [dtype=float, shape="(1, 800, 4, 4)"]; +"features.denseblock3.denselayer18.conv1.weight" -> "features/denseblock3/denselayer18/conv1/conv2d/0" [dtype=float, shape="(128, 800, 1, 1)"]; +"features/denseblock3/denselayer18/conv1/conv2d/0" -> "features/denseblock3/denselayer18/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer18.norm2.weight" -> "features/denseblock3/denselayer18/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer18.norm2.bias" -> "features/denseblock3/denselayer18/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer18.norm2.running_mean" -> "features/denseblock3/denselayer18/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer18.norm2.running_var" -> "features/denseblock3/denselayer18/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer18/norm2/batch_norm/0" -> "features/denseblock3/denselayer18/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer18/relu2/relu_/0" -> "features/denseblock3/denselayer18/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer18.conv2.weight" -> "features/denseblock3/denselayer18/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/cat/0" -> "features/denseblock3/denselayer19/norm1/batch_norm/0" [dtype=float, shape="(1, 832, 4, 4)"]; +"features.denseblock3.denselayer19.norm1.weight" -> "features/denseblock3/denselayer19/norm1/batch_norm/0" [dtype=float, shape="(832,)"]; +"features.denseblock3.denselayer19.norm1.bias" -> "features/denseblock3/denselayer19/norm1/batch_norm/0" [dtype=float, shape="(832,)"]; +"features.denseblock3.denselayer19.norm1.running_mean" -> "features/denseblock3/denselayer19/norm1/batch_norm/0" [dtype=float, shape="(832,)"]; +"features.denseblock3.denselayer19.norm1.running_var" -> "features/denseblock3/denselayer19/norm1/batch_norm/0" [dtype=float, shape="(832,)"]; +"features/denseblock3/denselayer19/norm1/batch_norm/0" -> "features/denseblock3/denselayer19/relu1/relu_/0" [dtype=float, shape="(1, 832, 4, 4)"]; +"features/denseblock3/denselayer19/relu1/relu_/0" -> "features/denseblock3/denselayer19/conv1/conv2d/0" [dtype=float, shape="(1, 832, 4, 4)"]; +"features.denseblock3.denselayer19.conv1.weight" -> "features/denseblock3/denselayer19/conv1/conv2d/0" [dtype=float, shape="(128, 832, 1, 1)"]; +"features/denseblock3/denselayer19/conv1/conv2d/0" -> "features/denseblock3/denselayer19/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer19.norm2.weight" -> "features/denseblock3/denselayer19/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer19.norm2.bias" -> "features/denseblock3/denselayer19/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer19.norm2.running_mean" -> "features/denseblock3/denselayer19/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer19.norm2.running_var" -> "features/denseblock3/denselayer19/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer19/norm2/batch_norm/0" -> "features/denseblock3/denselayer19/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer19/relu2/relu_/0" -> "features/denseblock3/denselayer19/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer19.conv2.weight" -> "features/denseblock3/denselayer19/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/cat/0" -> "features/denseblock3/denselayer20/norm1/batch_norm/0" [dtype=float, shape="(1, 864, 4, 4)"]; +"features.denseblock3.denselayer20.norm1.weight" -> "features/denseblock3/denselayer20/norm1/batch_norm/0" [dtype=float, shape="(864,)"]; +"features.denseblock3.denselayer20.norm1.bias" -> "features/denseblock3/denselayer20/norm1/batch_norm/0" [dtype=float, shape="(864,)"]; +"features.denseblock3.denselayer20.norm1.running_mean" -> "features/denseblock3/denselayer20/norm1/batch_norm/0" [dtype=float, shape="(864,)"]; +"features.denseblock3.denselayer20.norm1.running_var" -> "features/denseblock3/denselayer20/norm1/batch_norm/0" [dtype=float, shape="(864,)"]; +"features/denseblock3/denselayer20/norm1/batch_norm/0" -> "features/denseblock3/denselayer20/relu1/relu_/0" [dtype=float, shape="(1, 864, 4, 4)"]; +"features/denseblock3/denselayer20/relu1/relu_/0" -> "features/denseblock3/denselayer20/conv1/conv2d/0" [dtype=float, shape="(1, 864, 4, 4)"]; +"features.denseblock3.denselayer20.conv1.weight" -> "features/denseblock3/denselayer20/conv1/conv2d/0" [dtype=float, shape="(128, 864, 1, 1)"]; +"features/denseblock3/denselayer20/conv1/conv2d/0" -> "features/denseblock3/denselayer20/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer20.norm2.weight" -> "features/denseblock3/denselayer20/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer20.norm2.bias" -> "features/denseblock3/denselayer20/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer20.norm2.running_mean" -> "features/denseblock3/denselayer20/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer20.norm2.running_var" -> "features/denseblock3/denselayer20/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer20/norm2/batch_norm/0" -> "features/denseblock3/denselayer20/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer20/relu2/relu_/0" -> "features/denseblock3/denselayer20/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer20.conv2.weight" -> "features/denseblock3/denselayer20/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer21/cat/0" -> "features/denseblock3/denselayer21/norm1/batch_norm/0" [dtype=float, shape="(1, 896, 4, 4)"]; +"features.denseblock3.denselayer21.norm1.weight" -> "features/denseblock3/denselayer21/norm1/batch_norm/0" [dtype=float, shape="(896,)"]; +"features.denseblock3.denselayer21.norm1.bias" -> "features/denseblock3/denselayer21/norm1/batch_norm/0" [dtype=float, shape="(896,)"]; +"features.denseblock3.denselayer21.norm1.running_mean" -> "features/denseblock3/denselayer21/norm1/batch_norm/0" [dtype=float, shape="(896,)"]; +"features.denseblock3.denselayer21.norm1.running_var" -> "features/denseblock3/denselayer21/norm1/batch_norm/0" [dtype=float, shape="(896,)"]; +"features/denseblock3/denselayer21/norm1/batch_norm/0" -> "features/denseblock3/denselayer21/relu1/relu_/0" [dtype=float, shape="(1, 896, 4, 4)"]; +"features/denseblock3/denselayer21/relu1/relu_/0" -> "features/denseblock3/denselayer21/conv1/conv2d/0" [dtype=float, shape="(1, 896, 4, 4)"]; +"features.denseblock3.denselayer21.conv1.weight" -> "features/denseblock3/denselayer21/conv1/conv2d/0" [dtype=float, shape="(128, 896, 1, 1)"]; +"features/denseblock3/denselayer21/conv1/conv2d/0" -> "features/denseblock3/denselayer21/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer21.norm2.weight" -> "features/denseblock3/denselayer21/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer21.norm2.bias" -> "features/denseblock3/denselayer21/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer21.norm2.running_mean" -> "features/denseblock3/denselayer21/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer21.norm2.running_var" -> "features/denseblock3/denselayer21/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer21/norm2/batch_norm/0" -> "features/denseblock3/denselayer21/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer21/relu2/relu_/0" -> "features/denseblock3/denselayer21/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer21.conv2.weight" -> "features/denseblock3/denselayer21/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer22/cat/0" -> "features/denseblock3/denselayer22/norm1/batch_norm/0" [dtype=float, shape="(1, 928, 4, 4)"]; +"features.denseblock3.denselayer22.norm1.weight" -> "features/denseblock3/denselayer22/norm1/batch_norm/0" [dtype=float, shape="(928,)"]; +"features.denseblock3.denselayer22.norm1.bias" -> "features/denseblock3/denselayer22/norm1/batch_norm/0" [dtype=float, shape="(928,)"]; +"features.denseblock3.denselayer22.norm1.running_mean" -> "features/denseblock3/denselayer22/norm1/batch_norm/0" [dtype=float, shape="(928,)"]; +"features.denseblock3.denselayer22.norm1.running_var" -> "features/denseblock3/denselayer22/norm1/batch_norm/0" [dtype=float, shape="(928,)"]; +"features/denseblock3/denselayer22/norm1/batch_norm/0" -> "features/denseblock3/denselayer22/relu1/relu_/0" [dtype=float, shape="(1, 928, 4, 4)"]; +"features/denseblock3/denselayer22/relu1/relu_/0" -> "features/denseblock3/denselayer22/conv1/conv2d/0" [dtype=float, shape="(1, 928, 4, 4)"]; +"features.denseblock3.denselayer22.conv1.weight" -> "features/denseblock3/denselayer22/conv1/conv2d/0" [dtype=float, shape="(128, 928, 1, 1)"]; +"features/denseblock3/denselayer22/conv1/conv2d/0" -> "features/denseblock3/denselayer22/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer22.norm2.weight" -> "features/denseblock3/denselayer22/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer22.norm2.bias" -> "features/denseblock3/denselayer22/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer22.norm2.running_mean" -> "features/denseblock3/denselayer22/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer22.norm2.running_var" -> "features/denseblock3/denselayer22/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer22/norm2/batch_norm/0" -> "features/denseblock3/denselayer22/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer22/relu2/relu_/0" -> "features/denseblock3/denselayer22/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer22.conv2.weight" -> "features/denseblock3/denselayer22/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer22/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer22/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer22/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer23/cat/0" -> "features/denseblock3/denselayer23/norm1/batch_norm/0" [dtype=float, shape="(1, 960, 4, 4)"]; +"features.denseblock3.denselayer23.norm1.weight" -> "features/denseblock3/denselayer23/norm1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.denseblock3.denselayer23.norm1.bias" -> "features/denseblock3/denselayer23/norm1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.denseblock3.denselayer23.norm1.running_mean" -> "features/denseblock3/denselayer23/norm1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.denseblock3.denselayer23.norm1.running_var" -> "features/denseblock3/denselayer23/norm1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features/denseblock3/denselayer23/norm1/batch_norm/0" -> "features/denseblock3/denselayer23/relu1/relu_/0" [dtype=float, shape="(1, 960, 4, 4)"]; +"features/denseblock3/denselayer23/relu1/relu_/0" -> "features/denseblock3/denselayer23/conv1/conv2d/0" [dtype=float, shape="(1, 960, 4, 4)"]; +"features.denseblock3.denselayer23.conv1.weight" -> "features/denseblock3/denselayer23/conv1/conv2d/0" [dtype=float, shape="(128, 960, 1, 1)"]; +"features/denseblock3/denselayer23/conv1/conv2d/0" -> "features/denseblock3/denselayer23/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer23.norm2.weight" -> "features/denseblock3/denselayer23/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer23.norm2.bias" -> "features/denseblock3/denselayer23/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer23.norm2.running_mean" -> "features/denseblock3/denselayer23/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer23.norm2.running_var" -> "features/denseblock3/denselayer23/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer23/norm2/batch_norm/0" -> "features/denseblock3/denselayer23/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer23/relu2/relu_/0" -> "features/denseblock3/denselayer23/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer23.conv2.weight" -> "features/denseblock3/denselayer23/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer23/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer23/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer24/cat/0" -> "features/denseblock3/denselayer24/norm1/batch_norm/0" [dtype=float, shape="(1, 992, 4, 4)"]; +"features.denseblock3.denselayer24.norm1.weight" -> "features/denseblock3/denselayer24/norm1/batch_norm/0" [dtype=float, shape="(992,)"]; +"features.denseblock3.denselayer24.norm1.bias" -> "features/denseblock3/denselayer24/norm1/batch_norm/0" [dtype=float, shape="(992,)"]; +"features.denseblock3.denselayer24.norm1.running_mean" -> "features/denseblock3/denselayer24/norm1/batch_norm/0" [dtype=float, shape="(992,)"]; +"features.denseblock3.denselayer24.norm1.running_var" -> "features/denseblock3/denselayer24/norm1/batch_norm/0" [dtype=float, shape="(992,)"]; +"features/denseblock3/denselayer24/norm1/batch_norm/0" -> "features/denseblock3/denselayer24/relu1/relu_/0" [dtype=float, shape="(1, 992, 4, 4)"]; +"features/denseblock3/denselayer24/relu1/relu_/0" -> "features/denseblock3/denselayer24/conv1/conv2d/0" [dtype=float, shape="(1, 992, 4, 4)"]; +"features.denseblock3.denselayer24.conv1.weight" -> "features/denseblock3/denselayer24/conv1/conv2d/0" [dtype=float, shape="(128, 992, 1, 1)"]; +"features/denseblock3/denselayer24/conv1/conv2d/0" -> "features/denseblock3/denselayer24/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer24.norm2.weight" -> "features/denseblock3/denselayer24/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer24.norm2.bias" -> "features/denseblock3/denselayer24/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer24.norm2.running_mean" -> "features/denseblock3/denselayer24/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock3.denselayer24.norm2.running_var" -> "features/denseblock3/denselayer24/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock3/denselayer24/norm2/batch_norm/0" -> "features/denseblock3/denselayer24/relu2/relu_/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features/denseblock3/denselayer24/relu2/relu_/0" -> "features/denseblock3/denselayer24/conv2/conv2d/0" [dtype=float, shape="(1, 128, 4, 4)"]; +"features.denseblock3.denselayer24.conv2.weight" -> "features/denseblock3/denselayer24/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock3/denselayer24/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, shape="(1, 32, 4, 4)"]; +"features/denseblock3/cat/0" -> "features/transition3/norm/batch_norm/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"features.transition3.norm.weight" -> "features/transition3/norm/batch_norm/0" [dtype=float, shape="(1024,)"]; +"features.transition3.norm.bias" -> "features/transition3/norm/batch_norm/0" [dtype=float, shape="(1024,)"]; +"features.transition3.norm.running_mean" -> "features/transition3/norm/batch_norm/0" [dtype=float, shape="(1024,)"]; +"features.transition3.norm.running_var" -> "features/transition3/norm/batch_norm/0" [dtype=float, shape="(1024,)"]; +"features/transition3/norm/batch_norm/0" -> "features/transition3/relu/relu_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"features/transition3/relu/relu_/0" -> "features/transition3/conv/conv2d/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"features.transition3.conv.weight" -> "features/transition3/conv/conv2d/0" [dtype=float, shape="(512, 1024, 1, 1)"]; +"features/transition3/conv/conv2d/0" -> "features/transition3/pool/avg_pool2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer1/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer2/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer3/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/transition3/pool/avg_pool2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/denseblock4/denselayer1/cat/0" -> "features/denseblock4/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features.denseblock4.denselayer1.norm1.weight" -> "features/denseblock4/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(512,)"]; +"features.denseblock4.denselayer1.norm1.bias" -> "features/denseblock4/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(512,)"]; +"features.denseblock4.denselayer1.norm1.running_mean" -> "features/denseblock4/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(512,)"]; +"features.denseblock4.denselayer1.norm1.running_var" -> "features/denseblock4/denselayer1/norm1/batch_norm/0" [dtype=float, shape="(512,)"]; +"features/denseblock4/denselayer1/norm1/batch_norm/0" -> "features/denseblock4/denselayer1/relu1/relu_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/denseblock4/denselayer1/relu1/relu_/0" -> "features/denseblock4/denselayer1/conv1/conv2d/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features.denseblock4.denselayer1.conv1.weight" -> "features/denseblock4/denselayer1/conv1/conv2d/0" [dtype=float, shape="(128, 512, 1, 1)"]; +"features/denseblock4/denselayer1/conv1/conv2d/0" -> "features/denseblock4/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer1.norm2.weight" -> "features/denseblock4/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer1.norm2.bias" -> "features/denseblock4/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer1.norm2.running_mean" -> "features/denseblock4/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer1.norm2.running_var" -> "features/denseblock4/denselayer1/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer1/norm2/batch_norm/0" -> "features/denseblock4/denselayer1/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer1/relu2/relu_/0" -> "features/denseblock4/denselayer1/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer1.conv2.weight" -> "features/denseblock4/denselayer1/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer2/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer3/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/cat/0" -> "features/denseblock4/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(1, 544, 2, 2)"]; +"features.denseblock4.denselayer2.norm1.weight" -> "features/denseblock4/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(544,)"]; +"features.denseblock4.denselayer2.norm1.bias" -> "features/denseblock4/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(544,)"]; +"features.denseblock4.denselayer2.norm1.running_mean" -> "features/denseblock4/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(544,)"]; +"features.denseblock4.denselayer2.norm1.running_var" -> "features/denseblock4/denselayer2/norm1/batch_norm/0" [dtype=float, shape="(544,)"]; +"features/denseblock4/denselayer2/norm1/batch_norm/0" -> "features/denseblock4/denselayer2/relu1/relu_/0" [dtype=float, shape="(1, 544, 2, 2)"]; +"features/denseblock4/denselayer2/relu1/relu_/0" -> "features/denseblock4/denselayer2/conv1/conv2d/0" [dtype=float, shape="(1, 544, 2, 2)"]; +"features.denseblock4.denselayer2.conv1.weight" -> "features/denseblock4/denselayer2/conv1/conv2d/0" [dtype=float, shape="(128, 544, 1, 1)"]; +"features/denseblock4/denselayer2/conv1/conv2d/0" -> "features/denseblock4/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer2.norm2.weight" -> "features/denseblock4/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer2.norm2.bias" -> "features/denseblock4/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer2.norm2.running_mean" -> "features/denseblock4/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer2.norm2.running_var" -> "features/denseblock4/denselayer2/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer2/norm2/batch_norm/0" -> "features/denseblock4/denselayer2/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer2/relu2/relu_/0" -> "features/denseblock4/denselayer2/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer2.conv2.weight" -> "features/denseblock4/denselayer2/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer3/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/cat/0" -> "features/denseblock4/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.denseblock4.denselayer3.norm1.weight" -> "features/denseblock4/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.denseblock4.denselayer3.norm1.bias" -> "features/denseblock4/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.denseblock4.denselayer3.norm1.running_mean" -> "features/denseblock4/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.denseblock4.denselayer3.norm1.running_var" -> "features/denseblock4/denselayer3/norm1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/denseblock4/denselayer3/norm1/batch_norm/0" -> "features/denseblock4/denselayer3/relu1/relu_/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/denseblock4/denselayer3/relu1/relu_/0" -> "features/denseblock4/denselayer3/conv1/conv2d/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.denseblock4.denselayer3.conv1.weight" -> "features/denseblock4/denselayer3/conv1/conv2d/0" [dtype=float, shape="(128, 576, 1, 1)"]; +"features/denseblock4/denselayer3/conv1/conv2d/0" -> "features/denseblock4/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer3.norm2.weight" -> "features/denseblock4/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer3.norm2.bias" -> "features/denseblock4/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer3.norm2.running_mean" -> "features/denseblock4/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer3.norm2.running_var" -> "features/denseblock4/denselayer3/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer3/norm2/batch_norm/0" -> "features/denseblock4/denselayer3/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer3/relu2/relu_/0" -> "features/denseblock4/denselayer3/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer3.conv2.weight" -> "features/denseblock4/denselayer3/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/cat/0" -> "features/denseblock4/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(1, 608, 2, 2)"]; +"features.denseblock4.denselayer4.norm1.weight" -> "features/denseblock4/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(608,)"]; +"features.denseblock4.denselayer4.norm1.bias" -> "features/denseblock4/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(608,)"]; +"features.denseblock4.denselayer4.norm1.running_mean" -> "features/denseblock4/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(608,)"]; +"features.denseblock4.denselayer4.norm1.running_var" -> "features/denseblock4/denselayer4/norm1/batch_norm/0" [dtype=float, shape="(608,)"]; +"features/denseblock4/denselayer4/norm1/batch_norm/0" -> "features/denseblock4/denselayer4/relu1/relu_/0" [dtype=float, shape="(1, 608, 2, 2)"]; +"features/denseblock4/denselayer4/relu1/relu_/0" -> "features/denseblock4/denselayer4/conv1/conv2d/0" [dtype=float, shape="(1, 608, 2, 2)"]; +"features.denseblock4.denselayer4.conv1.weight" -> "features/denseblock4/denselayer4/conv1/conv2d/0" [dtype=float, shape="(128, 608, 1, 1)"]; +"features/denseblock4/denselayer4/conv1/conv2d/0" -> "features/denseblock4/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer4.norm2.weight" -> "features/denseblock4/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer4.norm2.bias" -> "features/denseblock4/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer4.norm2.running_mean" -> "features/denseblock4/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer4.norm2.running_var" -> "features/denseblock4/denselayer4/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer4/norm2/batch_norm/0" -> "features/denseblock4/denselayer4/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer4/relu2/relu_/0" -> "features/denseblock4/denselayer4/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer4.conv2.weight" -> "features/denseblock4/denselayer4/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/cat/0" -> "features/denseblock4/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(1, 640, 2, 2)"]; +"features.denseblock4.denselayer5.norm1.weight" -> "features/denseblock4/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(640,)"]; +"features.denseblock4.denselayer5.norm1.bias" -> "features/denseblock4/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(640,)"]; +"features.denseblock4.denselayer5.norm1.running_mean" -> "features/denseblock4/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(640,)"]; +"features.denseblock4.denselayer5.norm1.running_var" -> "features/denseblock4/denselayer5/norm1/batch_norm/0" [dtype=float, shape="(640,)"]; +"features/denseblock4/denselayer5/norm1/batch_norm/0" -> "features/denseblock4/denselayer5/relu1/relu_/0" [dtype=float, shape="(1, 640, 2, 2)"]; +"features/denseblock4/denselayer5/relu1/relu_/0" -> "features/denseblock4/denselayer5/conv1/conv2d/0" [dtype=float, shape="(1, 640, 2, 2)"]; +"features.denseblock4.denselayer5.conv1.weight" -> "features/denseblock4/denselayer5/conv1/conv2d/0" [dtype=float, shape="(128, 640, 1, 1)"]; +"features/denseblock4/denselayer5/conv1/conv2d/0" -> "features/denseblock4/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer5.norm2.weight" -> "features/denseblock4/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer5.norm2.bias" -> "features/denseblock4/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer5.norm2.running_mean" -> "features/denseblock4/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer5.norm2.running_var" -> "features/denseblock4/denselayer5/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer5/norm2/batch_norm/0" -> "features/denseblock4/denselayer5/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer5/relu2/relu_/0" -> "features/denseblock4/denselayer5/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer5.conv2.weight" -> "features/denseblock4/denselayer5/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/cat/0" -> "features/denseblock4/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(1, 672, 2, 2)"]; +"features.denseblock4.denselayer6.norm1.weight" -> "features/denseblock4/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.denseblock4.denselayer6.norm1.bias" -> "features/denseblock4/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.denseblock4.denselayer6.norm1.running_mean" -> "features/denseblock4/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.denseblock4.denselayer6.norm1.running_var" -> "features/denseblock4/denselayer6/norm1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features/denseblock4/denselayer6/norm1/batch_norm/0" -> "features/denseblock4/denselayer6/relu1/relu_/0" [dtype=float, shape="(1, 672, 2, 2)"]; +"features/denseblock4/denselayer6/relu1/relu_/0" -> "features/denseblock4/denselayer6/conv1/conv2d/0" [dtype=float, shape="(1, 672, 2, 2)"]; +"features.denseblock4.denselayer6.conv1.weight" -> "features/denseblock4/denselayer6/conv1/conv2d/0" [dtype=float, shape="(128, 672, 1, 1)"]; +"features/denseblock4/denselayer6/conv1/conv2d/0" -> "features/denseblock4/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer6.norm2.weight" -> "features/denseblock4/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer6.norm2.bias" -> "features/denseblock4/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer6.norm2.running_mean" -> "features/denseblock4/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer6.norm2.running_var" -> "features/denseblock4/denselayer6/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer6/norm2/batch_norm/0" -> "features/denseblock4/denselayer6/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer6/relu2/relu_/0" -> "features/denseblock4/denselayer6/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer6.conv2.weight" -> "features/denseblock4/denselayer6/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/cat/0" -> "features/denseblock4/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(1, 704, 2, 2)"]; +"features.denseblock4.denselayer7.norm1.weight" -> "features/denseblock4/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(704,)"]; +"features.denseblock4.denselayer7.norm1.bias" -> "features/denseblock4/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(704,)"]; +"features.denseblock4.denselayer7.norm1.running_mean" -> "features/denseblock4/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(704,)"]; +"features.denseblock4.denselayer7.norm1.running_var" -> "features/denseblock4/denselayer7/norm1/batch_norm/0" [dtype=float, shape="(704,)"]; +"features/denseblock4/denselayer7/norm1/batch_norm/0" -> "features/denseblock4/denselayer7/relu1/relu_/0" [dtype=float, shape="(1, 704, 2, 2)"]; +"features/denseblock4/denselayer7/relu1/relu_/0" -> "features/denseblock4/denselayer7/conv1/conv2d/0" [dtype=float, shape="(1, 704, 2, 2)"]; +"features.denseblock4.denselayer7.conv1.weight" -> "features/denseblock4/denselayer7/conv1/conv2d/0" [dtype=float, shape="(128, 704, 1, 1)"]; +"features/denseblock4/denselayer7/conv1/conv2d/0" -> "features/denseblock4/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer7.norm2.weight" -> "features/denseblock4/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer7.norm2.bias" -> "features/denseblock4/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer7.norm2.running_mean" -> "features/denseblock4/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer7.norm2.running_var" -> "features/denseblock4/denselayer7/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer7/norm2/batch_norm/0" -> "features/denseblock4/denselayer7/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer7/relu2/relu_/0" -> "features/denseblock4/denselayer7/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer7.conv2.weight" -> "features/denseblock4/denselayer7/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/cat/0" -> "features/denseblock4/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(1, 736, 2, 2)"]; +"features.denseblock4.denselayer8.norm1.weight" -> "features/denseblock4/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(736,)"]; +"features.denseblock4.denselayer8.norm1.bias" -> "features/denseblock4/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(736,)"]; +"features.denseblock4.denselayer8.norm1.running_mean" -> "features/denseblock4/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(736,)"]; +"features.denseblock4.denselayer8.norm1.running_var" -> "features/denseblock4/denselayer8/norm1/batch_norm/0" [dtype=float, shape="(736,)"]; +"features/denseblock4/denselayer8/norm1/batch_norm/0" -> "features/denseblock4/denselayer8/relu1/relu_/0" [dtype=float, shape="(1, 736, 2, 2)"]; +"features/denseblock4/denselayer8/relu1/relu_/0" -> "features/denseblock4/denselayer8/conv1/conv2d/0" [dtype=float, shape="(1, 736, 2, 2)"]; +"features.denseblock4.denselayer8.conv1.weight" -> "features/denseblock4/denselayer8/conv1/conv2d/0" [dtype=float, shape="(128, 736, 1, 1)"]; +"features/denseblock4/denselayer8/conv1/conv2d/0" -> "features/denseblock4/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer8.norm2.weight" -> "features/denseblock4/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer8.norm2.bias" -> "features/denseblock4/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer8.norm2.running_mean" -> "features/denseblock4/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer8.norm2.running_var" -> "features/denseblock4/denselayer8/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer8/norm2/batch_norm/0" -> "features/denseblock4/denselayer8/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer8/relu2/relu_/0" -> "features/denseblock4/denselayer8/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer8.conv2.weight" -> "features/denseblock4/denselayer8/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/cat/0" -> "features/denseblock4/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features.denseblock4.denselayer9.norm1.weight" -> "features/denseblock4/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(768,)"]; +"features.denseblock4.denselayer9.norm1.bias" -> "features/denseblock4/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(768,)"]; +"features.denseblock4.denselayer9.norm1.running_mean" -> "features/denseblock4/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(768,)"]; +"features.denseblock4.denselayer9.norm1.running_var" -> "features/denseblock4/denselayer9/norm1/batch_norm/0" [dtype=float, shape="(768,)"]; +"features/denseblock4/denselayer9/norm1/batch_norm/0" -> "features/denseblock4/denselayer9/relu1/relu_/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features/denseblock4/denselayer9/relu1/relu_/0" -> "features/denseblock4/denselayer9/conv1/conv2d/0" [dtype=float, shape="(1, 768, 2, 2)"]; +"features.denseblock4.denselayer9.conv1.weight" -> "features/denseblock4/denselayer9/conv1/conv2d/0" [dtype=float, shape="(128, 768, 1, 1)"]; +"features/denseblock4/denselayer9/conv1/conv2d/0" -> "features/denseblock4/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer9.norm2.weight" -> "features/denseblock4/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer9.norm2.bias" -> "features/denseblock4/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer9.norm2.running_mean" -> "features/denseblock4/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer9.norm2.running_var" -> "features/denseblock4/denselayer9/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer9/norm2/batch_norm/0" -> "features/denseblock4/denselayer9/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer9/relu2/relu_/0" -> "features/denseblock4/denselayer9/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer9.conv2.weight" -> "features/denseblock4/denselayer9/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/cat/0" -> "features/denseblock4/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(1, 800, 2, 2)"]; +"features.denseblock4.denselayer10.norm1.weight" -> "features/denseblock4/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(800,)"]; +"features.denseblock4.denselayer10.norm1.bias" -> "features/denseblock4/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(800,)"]; +"features.denseblock4.denselayer10.norm1.running_mean" -> "features/denseblock4/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(800,)"]; +"features.denseblock4.denselayer10.norm1.running_var" -> "features/denseblock4/denselayer10/norm1/batch_norm/0" [dtype=float, shape="(800,)"]; +"features/denseblock4/denselayer10/norm1/batch_norm/0" -> "features/denseblock4/denselayer10/relu1/relu_/0" [dtype=float, shape="(1, 800, 2, 2)"]; +"features/denseblock4/denselayer10/relu1/relu_/0" -> "features/denseblock4/denselayer10/conv1/conv2d/0" [dtype=float, shape="(1, 800, 2, 2)"]; +"features.denseblock4.denselayer10.conv1.weight" -> "features/denseblock4/denselayer10/conv1/conv2d/0" [dtype=float, shape="(128, 800, 1, 1)"]; +"features/denseblock4/denselayer10/conv1/conv2d/0" -> "features/denseblock4/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer10.norm2.weight" -> "features/denseblock4/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer10.norm2.bias" -> "features/denseblock4/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer10.norm2.running_mean" -> "features/denseblock4/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer10.norm2.running_var" -> "features/denseblock4/denselayer10/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer10/norm2/batch_norm/0" -> "features/denseblock4/denselayer10/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer10/relu2/relu_/0" -> "features/denseblock4/denselayer10/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer10.conv2.weight" -> "features/denseblock4/denselayer10/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/cat/0" -> "features/denseblock4/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(1, 832, 2, 2)"]; +"features.denseblock4.denselayer11.norm1.weight" -> "features/denseblock4/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(832,)"]; +"features.denseblock4.denselayer11.norm1.bias" -> "features/denseblock4/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(832,)"]; +"features.denseblock4.denselayer11.norm1.running_mean" -> "features/denseblock4/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(832,)"]; +"features.denseblock4.denselayer11.norm1.running_var" -> "features/denseblock4/denselayer11/norm1/batch_norm/0" [dtype=float, shape="(832,)"]; +"features/denseblock4/denselayer11/norm1/batch_norm/0" -> "features/denseblock4/denselayer11/relu1/relu_/0" [dtype=float, shape="(1, 832, 2, 2)"]; +"features/denseblock4/denselayer11/relu1/relu_/0" -> "features/denseblock4/denselayer11/conv1/conv2d/0" [dtype=float, shape="(1, 832, 2, 2)"]; +"features.denseblock4.denselayer11.conv1.weight" -> "features/denseblock4/denselayer11/conv1/conv2d/0" [dtype=float, shape="(128, 832, 1, 1)"]; +"features/denseblock4/denselayer11/conv1/conv2d/0" -> "features/denseblock4/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer11.norm2.weight" -> "features/denseblock4/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer11.norm2.bias" -> "features/denseblock4/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer11.norm2.running_mean" -> "features/denseblock4/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer11.norm2.running_var" -> "features/denseblock4/denselayer11/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer11/norm2/batch_norm/0" -> "features/denseblock4/denselayer11/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer11/relu2/relu_/0" -> "features/denseblock4/denselayer11/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer11.conv2.weight" -> "features/denseblock4/denselayer11/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/cat/0" -> "features/denseblock4/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(1, 864, 2, 2)"]; +"features.denseblock4.denselayer12.norm1.weight" -> "features/denseblock4/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(864,)"]; +"features.denseblock4.denselayer12.norm1.bias" -> "features/denseblock4/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(864,)"]; +"features.denseblock4.denselayer12.norm1.running_mean" -> "features/denseblock4/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(864,)"]; +"features.denseblock4.denselayer12.norm1.running_var" -> "features/denseblock4/denselayer12/norm1/batch_norm/0" [dtype=float, shape="(864,)"]; +"features/denseblock4/denselayer12/norm1/batch_norm/0" -> "features/denseblock4/denselayer12/relu1/relu_/0" [dtype=float, shape="(1, 864, 2, 2)"]; +"features/denseblock4/denselayer12/relu1/relu_/0" -> "features/denseblock4/denselayer12/conv1/conv2d/0" [dtype=float, shape="(1, 864, 2, 2)"]; +"features.denseblock4.denselayer12.conv1.weight" -> "features/denseblock4/denselayer12/conv1/conv2d/0" [dtype=float, shape="(128, 864, 1, 1)"]; +"features/denseblock4/denselayer12/conv1/conv2d/0" -> "features/denseblock4/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer12.norm2.weight" -> "features/denseblock4/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer12.norm2.bias" -> "features/denseblock4/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer12.norm2.running_mean" -> "features/denseblock4/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer12.norm2.running_var" -> "features/denseblock4/denselayer12/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer12/norm2/batch_norm/0" -> "features/denseblock4/denselayer12/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer12/relu2/relu_/0" -> "features/denseblock4/denselayer12/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer12.conv2.weight" -> "features/denseblock4/denselayer12/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer13/cat/0" -> "features/denseblock4/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(1, 896, 2, 2)"]; +"features.denseblock4.denselayer13.norm1.weight" -> "features/denseblock4/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(896,)"]; +"features.denseblock4.denselayer13.norm1.bias" -> "features/denseblock4/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(896,)"]; +"features.denseblock4.denselayer13.norm1.running_mean" -> "features/denseblock4/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(896,)"]; +"features.denseblock4.denselayer13.norm1.running_var" -> "features/denseblock4/denselayer13/norm1/batch_norm/0" [dtype=float, shape="(896,)"]; +"features/denseblock4/denselayer13/norm1/batch_norm/0" -> "features/denseblock4/denselayer13/relu1/relu_/0" [dtype=float, shape="(1, 896, 2, 2)"]; +"features/denseblock4/denselayer13/relu1/relu_/0" -> "features/denseblock4/denselayer13/conv1/conv2d/0" [dtype=float, shape="(1, 896, 2, 2)"]; +"features.denseblock4.denselayer13.conv1.weight" -> "features/denseblock4/denselayer13/conv1/conv2d/0" [dtype=float, shape="(128, 896, 1, 1)"]; +"features/denseblock4/denselayer13/conv1/conv2d/0" -> "features/denseblock4/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer13.norm2.weight" -> "features/denseblock4/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer13.norm2.bias" -> "features/denseblock4/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer13.norm2.running_mean" -> "features/denseblock4/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer13.norm2.running_var" -> "features/denseblock4/denselayer13/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer13/norm2/batch_norm/0" -> "features/denseblock4/denselayer13/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer13/relu2/relu_/0" -> "features/denseblock4/denselayer13/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer13.conv2.weight" -> "features/denseblock4/denselayer13/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer14/cat/0" -> "features/denseblock4/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(1, 928, 2, 2)"]; +"features.denseblock4.denselayer14.norm1.weight" -> "features/denseblock4/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(928,)"]; +"features.denseblock4.denselayer14.norm1.bias" -> "features/denseblock4/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(928,)"]; +"features.denseblock4.denselayer14.norm1.running_mean" -> "features/denseblock4/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(928,)"]; +"features.denseblock4.denselayer14.norm1.running_var" -> "features/denseblock4/denselayer14/norm1/batch_norm/0" [dtype=float, shape="(928,)"]; +"features/denseblock4/denselayer14/norm1/batch_norm/0" -> "features/denseblock4/denselayer14/relu1/relu_/0" [dtype=float, shape="(1, 928, 2, 2)"]; +"features/denseblock4/denselayer14/relu1/relu_/0" -> "features/denseblock4/denselayer14/conv1/conv2d/0" [dtype=float, shape="(1, 928, 2, 2)"]; +"features.denseblock4.denselayer14.conv1.weight" -> "features/denseblock4/denselayer14/conv1/conv2d/0" [dtype=float, shape="(128, 928, 1, 1)"]; +"features/denseblock4/denselayer14/conv1/conv2d/0" -> "features/denseblock4/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer14.norm2.weight" -> "features/denseblock4/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer14.norm2.bias" -> "features/denseblock4/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer14.norm2.running_mean" -> "features/denseblock4/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer14.norm2.running_var" -> "features/denseblock4/denselayer14/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer14/norm2/batch_norm/0" -> "features/denseblock4/denselayer14/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer14/relu2/relu_/0" -> "features/denseblock4/denselayer14/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer14.conv2.weight" -> "features/denseblock4/denselayer14/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer14/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer14/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer14/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer15/cat/0" -> "features/denseblock4/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.denseblock4.denselayer15.norm1.weight" -> "features/denseblock4/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.denseblock4.denselayer15.norm1.bias" -> "features/denseblock4/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.denseblock4.denselayer15.norm1.running_mean" -> "features/denseblock4/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.denseblock4.denselayer15.norm1.running_var" -> "features/denseblock4/denselayer15/norm1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features/denseblock4/denselayer15/norm1/batch_norm/0" -> "features/denseblock4/denselayer15/relu1/relu_/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features/denseblock4/denselayer15/relu1/relu_/0" -> "features/denseblock4/denselayer15/conv1/conv2d/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.denseblock4.denselayer15.conv1.weight" -> "features/denseblock4/denselayer15/conv1/conv2d/0" [dtype=float, shape="(128, 960, 1, 1)"]; +"features/denseblock4/denselayer15/conv1/conv2d/0" -> "features/denseblock4/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer15.norm2.weight" -> "features/denseblock4/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer15.norm2.bias" -> "features/denseblock4/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer15.norm2.running_mean" -> "features/denseblock4/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer15.norm2.running_var" -> "features/denseblock4/denselayer15/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer15/norm2/batch_norm/0" -> "features/denseblock4/denselayer15/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer15/relu2/relu_/0" -> "features/denseblock4/denselayer15/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer15.conv2.weight" -> "features/denseblock4/denselayer15/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer15/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer15/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer16/cat/0" -> "features/denseblock4/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(1, 992, 2, 2)"]; +"features.denseblock4.denselayer16.norm1.weight" -> "features/denseblock4/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(992,)"]; +"features.denseblock4.denselayer16.norm1.bias" -> "features/denseblock4/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(992,)"]; +"features.denseblock4.denselayer16.norm1.running_mean" -> "features/denseblock4/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(992,)"]; +"features.denseblock4.denselayer16.norm1.running_var" -> "features/denseblock4/denselayer16/norm1/batch_norm/0" [dtype=float, shape="(992,)"]; +"features/denseblock4/denselayer16/norm1/batch_norm/0" -> "features/denseblock4/denselayer16/relu1/relu_/0" [dtype=float, shape="(1, 992, 2, 2)"]; +"features/denseblock4/denselayer16/relu1/relu_/0" -> "features/denseblock4/denselayer16/conv1/conv2d/0" [dtype=float, shape="(1, 992, 2, 2)"]; +"features.denseblock4.denselayer16.conv1.weight" -> "features/denseblock4/denselayer16/conv1/conv2d/0" [dtype=float, shape="(128, 992, 1, 1)"]; +"features/denseblock4/denselayer16/conv1/conv2d/0" -> "features/denseblock4/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer16.norm2.weight" -> "features/denseblock4/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer16.norm2.bias" -> "features/denseblock4/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer16.norm2.running_mean" -> "features/denseblock4/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features.denseblock4.denselayer16.norm2.running_var" -> "features/denseblock4/denselayer16/norm2/batch_norm/0" [dtype=float, shape="(128,)"]; +"features/denseblock4/denselayer16/norm2/batch_norm/0" -> "features/denseblock4/denselayer16/relu2/relu_/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features/denseblock4/denselayer16/relu2/relu_/0" -> "features/denseblock4/denselayer16/conv2/conv2d/0" [dtype=float, shape="(1, 128, 2, 2)"]; +"features.denseblock4.denselayer16.conv2.weight" -> "features/denseblock4/denselayer16/conv2/conv2d/0" [dtype=float, shape="(32, 128, 3, 3)"]; +"features/denseblock4/denselayer16/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, shape="(1, 32, 2, 2)"]; +"features/denseblock4/cat/0" -> "features/norm5/batch_norm/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"features.norm5.weight" -> "features/norm5/batch_norm/0" [dtype=float, shape="(1024,)"]; +"features.norm5.bias" -> "features/norm5/batch_norm/0" [dtype=float, shape="(1024,)"]; +"features.norm5.running_mean" -> "features/norm5/batch_norm/0" [dtype=float, shape="(1024,)"]; +"features.norm5.running_var" -> "features/norm5/batch_norm/0" [dtype=float, shape="(1024,)"]; +"features/norm5/batch_norm/0" -> "/relu_/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"/relu_/0" -> "/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"/adaptive_avg_pool2d/0" -> "/flatten/0" [dtype=float, shape="(1, 1024, 1, 1)"]; +"/flatten/0" -> "classifier/linear/0" [dtype=float, shape="(1, 1024)"]; +"classifier.weight" -> "classifier/linear/0" [dtype=float, shape="(1000, 1024)"]; +"classifier.bias" -> "classifier/linear/0" [dtype=float, shape="(1000,)"]; +"classifier/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_efficientnet_b0.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_efficientnet_b0.dot index a52d98c9758..966518c0537 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_efficientnet_b0.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_efficientnet_b0.dot @@ -1,1132 +1,1132 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 features.0.0.weight" [id=1, type=nncf_model_const]; -"2 features/0/0/conv2d/0" [id=2, type=conv2d]; -"3 features.0.1.weight" [id=3, type=nncf_model_const]; -"4 features.0.1.bias" [id=4, type=nncf_model_const]; -"5 features.0.1.running_mean" [id=5, type=nncf_model_const]; -"6 features.0.1.running_var" [id=6, type=nncf_model_const]; -"7 features/0/1/batch_norm/0" [id=7, type=batch_norm]; -"8 features/0/2/silu/0" [id=8, type=silu]; -"9 features.1.0.block.0.0.weight" [id=9, type=nncf_model_const]; -"10 features/1/0/block/0/0/conv2d/0" [id=10, type=conv2d]; -"11 features.1.0.block.0.1.weight" [id=11, type=nncf_model_const]; -"12 features.1.0.block.0.1.bias" [id=12, type=nncf_model_const]; -"13 features.1.0.block.0.1.running_mean" [id=13, type=nncf_model_const]; -"14 features.1.0.block.0.1.running_var" [id=14, type=nncf_model_const]; -"15 features/1/0/block/0/1/batch_norm/0" [id=15, type=batch_norm]; -"16 features/1/0/block/0/2/silu/0" [id=16, type=silu]; -"17 features/1/0/block/1/avgpool/adaptive_avg_pool2d/0" [id=17, type=adaptive_avg_pool2d]; -"18 features.1.0.block.1.fc1.weight" [id=18, type=nncf_model_const]; -"19 features.1.0.block.1.fc1.bias" [id=19, type=nncf_model_const]; -"20 features/1/0/block/1/fc1/conv2d/0" [id=20, type=conv2d]; -"21 features/1/0/block/1/activation/silu/0" [id=21, type=silu]; -"22 features.1.0.block.1.fc2.weight" [id=22, type=nncf_model_const]; -"23 features.1.0.block.1.fc2.bias" [id=23, type=nncf_model_const]; -"24 features/1/0/block/1/fc2/conv2d/0" [id=24, type=conv2d]; -"25 features/1/0/block/1/scale_activation/sigmoid/0" [id=25, type=sigmoid]; -"26 features/1/0/block/1/mul/0" [id=26, type=mul]; -"27 features.1.0.block.2.0.weight" [id=27, type=nncf_model_const]; -"28 features/1/0/block/2/0/conv2d/0" [id=28, type=conv2d]; -"29 features.1.0.block.2.1.weight" [id=29, type=nncf_model_const]; -"30 features.1.0.block.2.1.bias" [id=30, type=nncf_model_const]; -"31 features.1.0.block.2.1.running_mean" [id=31, type=nncf_model_const]; -"32 features.1.0.block.2.1.running_var" [id=32, type=nncf_model_const]; -"33 features/1/0/block/2/1/batch_norm/0" [id=33, type=batch_norm]; -"34 features.2.0.block.0.0.weight" [id=34, type=nncf_model_const]; -"35 features/2/0/block/0/0/conv2d/0" [id=35, type=conv2d]; -"36 features.2.0.block.0.1.weight" [id=36, type=nncf_model_const]; -"37 features.2.0.block.0.1.bias" [id=37, type=nncf_model_const]; -"38 features.2.0.block.0.1.running_mean" [id=38, type=nncf_model_const]; -"39 features.2.0.block.0.1.running_var" [id=39, type=nncf_model_const]; -"40 features/2/0/block/0/1/batch_norm/0" [id=40, type=batch_norm]; -"41 features/2/0/block/0/2/silu/0" [id=41, type=silu]; -"42 features.2.0.block.1.0.weight" [id=42, type=nncf_model_const]; -"43 features/2/0/block/1/0/conv2d/0" [id=43, type=conv2d]; -"44 features.2.0.block.1.1.weight" [id=44, type=nncf_model_const]; -"45 features.2.0.block.1.1.bias" [id=45, type=nncf_model_const]; -"46 features.2.0.block.1.1.running_mean" [id=46, type=nncf_model_const]; -"47 features.2.0.block.1.1.running_var" [id=47, type=nncf_model_const]; -"48 features/2/0/block/1/1/batch_norm/0" [id=48, type=batch_norm]; -"49 features/2/0/block/1/2/silu/0" [id=49, type=silu]; -"50 features/2/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=50, type=adaptive_avg_pool2d]; -"51 features.2.0.block.2.fc1.weight" [id=51, type=nncf_model_const]; -"52 features.2.0.block.2.fc1.bias" [id=52, type=nncf_model_const]; -"53 features/2/0/block/2/fc1/conv2d/0" [id=53, type=conv2d]; -"54 features/2/0/block/2/activation/silu/0" [id=54, type=silu]; -"55 features.2.0.block.2.fc2.weight" [id=55, type=nncf_model_const]; -"56 features.2.0.block.2.fc2.bias" [id=56, type=nncf_model_const]; -"57 features/2/0/block/2/fc2/conv2d/0" [id=57, type=conv2d]; -"58 features/2/0/block/2/scale_activation/sigmoid/0" [id=58, type=sigmoid]; -"59 features/2/0/block/2/mul/0" [id=59, type=mul]; -"60 features.2.0.block.3.0.weight" [id=60, type=nncf_model_const]; -"61 features/2/0/block/3/0/conv2d/0" [id=61, type=conv2d]; -"62 features.2.0.block.3.1.weight" [id=62, type=nncf_model_const]; -"63 features.2.0.block.3.1.bias" [id=63, type=nncf_model_const]; -"64 features.2.0.block.3.1.running_mean" [id=64, type=nncf_model_const]; -"65 features.2.0.block.3.1.running_var" [id=65, type=nncf_model_const]; -"66 features/2/0/block/3/1/batch_norm/0" [id=66, type=batch_norm]; -"67 features.2.1.block.0.0.weight" [id=67, type=nncf_model_const]; -"68 features/2/1/block/0/0/conv2d/0" [id=68, type=conv2d]; -"69 features.2.1.block.0.1.weight" [id=69, type=nncf_model_const]; -"70 features.2.1.block.0.1.bias" [id=70, type=nncf_model_const]; -"71 features.2.1.block.0.1.running_mean" [id=71, type=nncf_model_const]; -"72 features.2.1.block.0.1.running_var" [id=72, type=nncf_model_const]; -"73 features/2/1/block/0/1/batch_norm/0" [id=73, type=batch_norm]; -"74 features/2/1/block/0/2/silu/0" [id=74, type=silu]; -"75 features.2.1.block.1.0.weight" [id=75, type=nncf_model_const]; -"76 features/2/1/block/1/0/conv2d/0" [id=76, type=conv2d]; -"77 features.2.1.block.1.1.weight" [id=77, type=nncf_model_const]; -"78 features.2.1.block.1.1.bias" [id=78, type=nncf_model_const]; -"79 features.2.1.block.1.1.running_mean" [id=79, type=nncf_model_const]; -"80 features.2.1.block.1.1.running_var" [id=80, type=nncf_model_const]; -"81 features/2/1/block/1/1/batch_norm/0" [id=81, type=batch_norm]; -"82 features/2/1/block/1/2/silu/0" [id=82, type=silu]; -"83 features/2/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=83, type=adaptive_avg_pool2d]; -"84 features.2.1.block.2.fc1.weight" [id=84, type=nncf_model_const]; -"85 features.2.1.block.2.fc1.bias" [id=85, type=nncf_model_const]; -"86 features/2/1/block/2/fc1/conv2d/0" [id=86, type=conv2d]; -"87 features/2/1/block/2/activation/silu/0" [id=87, type=silu]; -"88 features.2.1.block.2.fc2.weight" [id=88, type=nncf_model_const]; -"89 features.2.1.block.2.fc2.bias" [id=89, type=nncf_model_const]; -"90 features/2/1/block/2/fc2/conv2d/0" [id=90, type=conv2d]; -"91 features/2/1/block/2/scale_activation/sigmoid/0" [id=91, type=sigmoid]; -"92 features/2/1/block/2/mul/0" [id=92, type=mul]; -"93 features.2.1.block.3.0.weight" [id=93, type=nncf_model_const]; -"94 features/2/1/block/3/0/conv2d/0" [id=94, type=conv2d]; -"95 features.2.1.block.3.1.weight" [id=95, type=nncf_model_const]; -"96 features.2.1.block.3.1.bias" [id=96, type=nncf_model_const]; -"97 features.2.1.block.3.1.running_mean" [id=97, type=nncf_model_const]; -"98 features.2.1.block.3.1.running_var" [id=98, type=nncf_model_const]; -"99 features/2/1/block/3/1/batch_norm/0" [id=99, type=batch_norm]; -"100 features/2/1/add_/0" [id=100, type=add_]; -"101 features.3.0.block.0.0.weight" [id=101, type=nncf_model_const]; -"102 features/3/0/block/0/0/conv2d/0" [id=102, type=conv2d]; -"103 features.3.0.block.0.1.weight" [id=103, type=nncf_model_const]; -"104 features.3.0.block.0.1.bias" [id=104, type=nncf_model_const]; -"105 features.3.0.block.0.1.running_mean" [id=105, type=nncf_model_const]; -"106 features.3.0.block.0.1.running_var" [id=106, type=nncf_model_const]; -"107 features/3/0/block/0/1/batch_norm/0" [id=107, type=batch_norm]; -"108 features/3/0/block/0/2/silu/0" [id=108, type=silu]; -"109 features.3.0.block.1.0.weight" [id=109, type=nncf_model_const]; -"110 features/3/0/block/1/0/conv2d/0" [id=110, type=conv2d]; -"111 features.3.0.block.1.1.weight" [id=111, type=nncf_model_const]; -"112 features.3.0.block.1.1.bias" [id=112, type=nncf_model_const]; -"113 features.3.0.block.1.1.running_mean" [id=113, type=nncf_model_const]; -"114 features.3.0.block.1.1.running_var" [id=114, type=nncf_model_const]; -"115 features/3/0/block/1/1/batch_norm/0" [id=115, type=batch_norm]; -"116 features/3/0/block/1/2/silu/0" [id=116, type=silu]; -"117 features/3/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=117, type=adaptive_avg_pool2d]; -"118 features.3.0.block.2.fc1.weight" [id=118, type=nncf_model_const]; -"119 features.3.0.block.2.fc1.bias" [id=119, type=nncf_model_const]; -"120 features/3/0/block/2/fc1/conv2d/0" [id=120, type=conv2d]; -"121 features/3/0/block/2/activation/silu/0" [id=121, type=silu]; -"122 features.3.0.block.2.fc2.weight" [id=122, type=nncf_model_const]; -"123 features.3.0.block.2.fc2.bias" [id=123, type=nncf_model_const]; -"124 features/3/0/block/2/fc2/conv2d/0" [id=124, type=conv2d]; -"125 features/3/0/block/2/scale_activation/sigmoid/0" [id=125, type=sigmoid]; -"126 features/3/0/block/2/mul/0" [id=126, type=mul]; -"127 features.3.0.block.3.0.weight" [id=127, type=nncf_model_const]; -"128 features/3/0/block/3/0/conv2d/0" [id=128, type=conv2d]; -"129 features.3.0.block.3.1.weight" [id=129, type=nncf_model_const]; -"130 features.3.0.block.3.1.bias" [id=130, type=nncf_model_const]; -"131 features.3.0.block.3.1.running_mean" [id=131, type=nncf_model_const]; -"132 features.3.0.block.3.1.running_var" [id=132, type=nncf_model_const]; -"133 features/3/0/block/3/1/batch_norm/0" [id=133, type=batch_norm]; -"134 features.3.1.block.0.0.weight" [id=134, type=nncf_model_const]; -"135 features/3/1/block/0/0/conv2d/0" [id=135, type=conv2d]; -"136 features.3.1.block.0.1.weight" [id=136, type=nncf_model_const]; -"137 features.3.1.block.0.1.bias" [id=137, type=nncf_model_const]; -"138 features.3.1.block.0.1.running_mean" [id=138, type=nncf_model_const]; -"139 features.3.1.block.0.1.running_var" [id=139, type=nncf_model_const]; -"140 features/3/1/block/0/1/batch_norm/0" [id=140, type=batch_norm]; -"141 features/3/1/block/0/2/silu/0" [id=141, type=silu]; -"142 features.3.1.block.1.0.weight" [id=142, type=nncf_model_const]; -"143 features/3/1/block/1/0/conv2d/0" [id=143, type=conv2d]; -"144 features.3.1.block.1.1.weight" [id=144, type=nncf_model_const]; -"145 features.3.1.block.1.1.bias" [id=145, type=nncf_model_const]; -"146 features.3.1.block.1.1.running_mean" [id=146, type=nncf_model_const]; -"147 features.3.1.block.1.1.running_var" [id=147, type=nncf_model_const]; -"148 features/3/1/block/1/1/batch_norm/0" [id=148, type=batch_norm]; -"149 features/3/1/block/1/2/silu/0" [id=149, type=silu]; -"150 features/3/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=150, type=adaptive_avg_pool2d]; -"151 features.3.1.block.2.fc1.weight" [id=151, type=nncf_model_const]; -"152 features.3.1.block.2.fc1.bias" [id=152, type=nncf_model_const]; -"153 features/3/1/block/2/fc1/conv2d/0" [id=153, type=conv2d]; -"154 features/3/1/block/2/activation/silu/0" [id=154, type=silu]; -"155 features.3.1.block.2.fc2.weight" [id=155, type=nncf_model_const]; -"156 features.3.1.block.2.fc2.bias" [id=156, type=nncf_model_const]; -"157 features/3/1/block/2/fc2/conv2d/0" [id=157, type=conv2d]; -"158 features/3/1/block/2/scale_activation/sigmoid/0" [id=158, type=sigmoid]; -"159 features/3/1/block/2/mul/0" [id=159, type=mul]; -"160 features.3.1.block.3.0.weight" [id=160, type=nncf_model_const]; -"161 features/3/1/block/3/0/conv2d/0" [id=161, type=conv2d]; -"162 features.3.1.block.3.1.weight" [id=162, type=nncf_model_const]; -"163 features.3.1.block.3.1.bias" [id=163, type=nncf_model_const]; -"164 features.3.1.block.3.1.running_mean" [id=164, type=nncf_model_const]; -"165 features.3.1.block.3.1.running_var" [id=165, type=nncf_model_const]; -"166 features/3/1/block/3/1/batch_norm/0" [id=166, type=batch_norm]; -"167 features/3/1/add_/0" [id=167, type=add_]; -"168 features.4.0.block.0.0.weight" [id=168, type=nncf_model_const]; -"169 features/4/0/block/0/0/conv2d/0" [id=169, type=conv2d]; -"170 features.4.0.block.0.1.weight" [id=170, type=nncf_model_const]; -"171 features.4.0.block.0.1.bias" [id=171, type=nncf_model_const]; -"172 features.4.0.block.0.1.running_mean" [id=172, type=nncf_model_const]; -"173 features.4.0.block.0.1.running_var" [id=173, type=nncf_model_const]; -"174 features/4/0/block/0/1/batch_norm/0" [id=174, type=batch_norm]; -"175 features/4/0/block/0/2/silu/0" [id=175, type=silu]; -"176 features.4.0.block.1.0.weight" [id=176, type=nncf_model_const]; -"177 features/4/0/block/1/0/conv2d/0" [id=177, type=conv2d]; -"178 features.4.0.block.1.1.weight" [id=178, type=nncf_model_const]; -"179 features.4.0.block.1.1.bias" [id=179, type=nncf_model_const]; -"180 features.4.0.block.1.1.running_mean" [id=180, type=nncf_model_const]; -"181 features.4.0.block.1.1.running_var" [id=181, type=nncf_model_const]; -"182 features/4/0/block/1/1/batch_norm/0" [id=182, type=batch_norm]; -"183 features/4/0/block/1/2/silu/0" [id=183, type=silu]; -"184 features/4/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=184, type=adaptive_avg_pool2d]; -"185 features.4.0.block.2.fc1.weight" [id=185, type=nncf_model_const]; -"186 features.4.0.block.2.fc1.bias" [id=186, type=nncf_model_const]; -"187 features/4/0/block/2/fc1/conv2d/0" [id=187, type=conv2d]; -"188 features/4/0/block/2/activation/silu/0" [id=188, type=silu]; -"189 features.4.0.block.2.fc2.weight" [id=189, type=nncf_model_const]; -"190 features.4.0.block.2.fc2.bias" [id=190, type=nncf_model_const]; -"191 features/4/0/block/2/fc2/conv2d/0" [id=191, type=conv2d]; -"192 features/4/0/block/2/scale_activation/sigmoid/0" [id=192, type=sigmoid]; -"193 features/4/0/block/2/mul/0" [id=193, type=mul]; -"194 features.4.0.block.3.0.weight" [id=194, type=nncf_model_const]; -"195 features/4/0/block/3/0/conv2d/0" [id=195, type=conv2d]; -"196 features.4.0.block.3.1.weight" [id=196, type=nncf_model_const]; -"197 features.4.0.block.3.1.bias" [id=197, type=nncf_model_const]; -"198 features.4.0.block.3.1.running_mean" [id=198, type=nncf_model_const]; -"199 features.4.0.block.3.1.running_var" [id=199, type=nncf_model_const]; -"200 features/4/0/block/3/1/batch_norm/0" [id=200, type=batch_norm]; -"201 features.4.1.block.0.0.weight" [id=201, type=nncf_model_const]; -"202 features/4/1/block/0/0/conv2d/0" [id=202, type=conv2d]; -"203 features.4.1.block.0.1.weight" [id=203, type=nncf_model_const]; -"204 features.4.1.block.0.1.bias" [id=204, type=nncf_model_const]; -"205 features.4.1.block.0.1.running_mean" [id=205, type=nncf_model_const]; -"206 features.4.1.block.0.1.running_var" [id=206, type=nncf_model_const]; -"207 features/4/1/block/0/1/batch_norm/0" [id=207, type=batch_norm]; -"208 features/4/1/block/0/2/silu/0" [id=208, type=silu]; -"209 features.4.1.block.1.0.weight" [id=209, type=nncf_model_const]; -"210 features/4/1/block/1/0/conv2d/0" [id=210, type=conv2d]; -"211 features.4.1.block.1.1.weight" [id=211, type=nncf_model_const]; -"212 features.4.1.block.1.1.bias" [id=212, type=nncf_model_const]; -"213 features.4.1.block.1.1.running_mean" [id=213, type=nncf_model_const]; -"214 features.4.1.block.1.1.running_var" [id=214, type=nncf_model_const]; -"215 features/4/1/block/1/1/batch_norm/0" [id=215, type=batch_norm]; -"216 features/4/1/block/1/2/silu/0" [id=216, type=silu]; -"217 features/4/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=217, type=adaptive_avg_pool2d]; -"218 features.4.1.block.2.fc1.weight" [id=218, type=nncf_model_const]; -"219 features.4.1.block.2.fc1.bias" [id=219, type=nncf_model_const]; -"220 features/4/1/block/2/fc1/conv2d/0" [id=220, type=conv2d]; -"221 features/4/1/block/2/activation/silu/0" [id=221, type=silu]; -"222 features.4.1.block.2.fc2.weight" [id=222, type=nncf_model_const]; -"223 features.4.1.block.2.fc2.bias" [id=223, type=nncf_model_const]; -"224 features/4/1/block/2/fc2/conv2d/0" [id=224, type=conv2d]; -"225 features/4/1/block/2/scale_activation/sigmoid/0" [id=225, type=sigmoid]; -"226 features/4/1/block/2/mul/0" [id=226, type=mul]; -"227 features.4.1.block.3.0.weight" [id=227, type=nncf_model_const]; -"228 features/4/1/block/3/0/conv2d/0" [id=228, type=conv2d]; -"229 features.4.1.block.3.1.weight" [id=229, type=nncf_model_const]; -"230 features.4.1.block.3.1.bias" [id=230, type=nncf_model_const]; -"231 features.4.1.block.3.1.running_mean" [id=231, type=nncf_model_const]; -"232 features.4.1.block.3.1.running_var" [id=232, type=nncf_model_const]; -"233 features/4/1/block/3/1/batch_norm/0" [id=233, type=batch_norm]; -"234 features/4/1/add_/0" [id=234, type=add_]; -"235 features.4.2.block.0.0.weight" [id=235, type=nncf_model_const]; -"236 features/4/2/block/0/0/conv2d/0" [id=236, type=conv2d]; -"237 features.4.2.block.0.1.weight" [id=237, type=nncf_model_const]; -"238 features.4.2.block.0.1.bias" [id=238, type=nncf_model_const]; -"239 features.4.2.block.0.1.running_mean" [id=239, type=nncf_model_const]; -"240 features.4.2.block.0.1.running_var" [id=240, type=nncf_model_const]; -"241 features/4/2/block/0/1/batch_norm/0" [id=241, type=batch_norm]; -"242 features/4/2/block/0/2/silu/0" [id=242, type=silu]; -"243 features.4.2.block.1.0.weight" [id=243, type=nncf_model_const]; -"244 features/4/2/block/1/0/conv2d/0" [id=244, type=conv2d]; -"245 features.4.2.block.1.1.weight" [id=245, type=nncf_model_const]; -"246 features.4.2.block.1.1.bias" [id=246, type=nncf_model_const]; -"247 features.4.2.block.1.1.running_mean" [id=247, type=nncf_model_const]; -"248 features.4.2.block.1.1.running_var" [id=248, type=nncf_model_const]; -"249 features/4/2/block/1/1/batch_norm/0" [id=249, type=batch_norm]; -"250 features/4/2/block/1/2/silu/0" [id=250, type=silu]; -"251 features/4/2/block/2/avgpool/adaptive_avg_pool2d/0" [id=251, type=adaptive_avg_pool2d]; -"252 features.4.2.block.2.fc1.weight" [id=252, type=nncf_model_const]; -"253 features.4.2.block.2.fc1.bias" [id=253, type=nncf_model_const]; -"254 features/4/2/block/2/fc1/conv2d/0" [id=254, type=conv2d]; -"255 features/4/2/block/2/activation/silu/0" [id=255, type=silu]; -"256 features.4.2.block.2.fc2.weight" [id=256, type=nncf_model_const]; -"257 features.4.2.block.2.fc2.bias" [id=257, type=nncf_model_const]; -"258 features/4/2/block/2/fc2/conv2d/0" [id=258, type=conv2d]; -"259 features/4/2/block/2/scale_activation/sigmoid/0" [id=259, type=sigmoid]; -"260 features/4/2/block/2/mul/0" [id=260, type=mul]; -"261 features.4.2.block.3.0.weight" [id=261, type=nncf_model_const]; -"262 features/4/2/block/3/0/conv2d/0" [id=262, type=conv2d]; -"263 features.4.2.block.3.1.weight" [id=263, type=nncf_model_const]; -"264 features.4.2.block.3.1.bias" [id=264, type=nncf_model_const]; -"265 features.4.2.block.3.1.running_mean" [id=265, type=nncf_model_const]; -"266 features.4.2.block.3.1.running_var" [id=266, type=nncf_model_const]; -"267 features/4/2/block/3/1/batch_norm/0" [id=267, type=batch_norm]; -"268 features/4/2/add_/0" [id=268, type=add_]; -"269 features.5.0.block.0.0.weight" [id=269, type=nncf_model_const]; -"270 features/5/0/block/0/0/conv2d/0" [id=270, type=conv2d]; -"271 features.5.0.block.0.1.weight" [id=271, type=nncf_model_const]; -"272 features.5.0.block.0.1.bias" [id=272, type=nncf_model_const]; -"273 features.5.0.block.0.1.running_mean" [id=273, type=nncf_model_const]; -"274 features.5.0.block.0.1.running_var" [id=274, type=nncf_model_const]; -"275 features/5/0/block/0/1/batch_norm/0" [id=275, type=batch_norm]; -"276 features/5/0/block/0/2/silu/0" [id=276, type=silu]; -"277 features.5.0.block.1.0.weight" [id=277, type=nncf_model_const]; -"278 features/5/0/block/1/0/conv2d/0" [id=278, type=conv2d]; -"279 features.5.0.block.1.1.weight" [id=279, type=nncf_model_const]; -"280 features.5.0.block.1.1.bias" [id=280, type=nncf_model_const]; -"281 features.5.0.block.1.1.running_mean" [id=281, type=nncf_model_const]; -"282 features.5.0.block.1.1.running_var" [id=282, type=nncf_model_const]; -"283 features/5/0/block/1/1/batch_norm/0" [id=283, type=batch_norm]; -"284 features/5/0/block/1/2/silu/0" [id=284, type=silu]; -"285 features/5/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=285, type=adaptive_avg_pool2d]; -"286 features.5.0.block.2.fc1.weight" [id=286, type=nncf_model_const]; -"287 features.5.0.block.2.fc1.bias" [id=287, type=nncf_model_const]; -"288 features/5/0/block/2/fc1/conv2d/0" [id=288, type=conv2d]; -"289 features/5/0/block/2/activation/silu/0" [id=289, type=silu]; -"290 features.5.0.block.2.fc2.weight" [id=290, type=nncf_model_const]; -"291 features.5.0.block.2.fc2.bias" [id=291, type=nncf_model_const]; -"292 features/5/0/block/2/fc2/conv2d/0" [id=292, type=conv2d]; -"293 features/5/0/block/2/scale_activation/sigmoid/0" [id=293, type=sigmoid]; -"294 features/5/0/block/2/mul/0" [id=294, type=mul]; -"295 features.5.0.block.3.0.weight" [id=295, type=nncf_model_const]; -"296 features/5/0/block/3/0/conv2d/0" [id=296, type=conv2d]; -"297 features.5.0.block.3.1.weight" [id=297, type=nncf_model_const]; -"298 features.5.0.block.3.1.bias" [id=298, type=nncf_model_const]; -"299 features.5.0.block.3.1.running_mean" [id=299, type=nncf_model_const]; -"300 features.5.0.block.3.1.running_var" [id=300, type=nncf_model_const]; -"301 features/5/0/block/3/1/batch_norm/0" [id=301, type=batch_norm]; -"302 features.5.1.block.0.0.weight" [id=302, type=nncf_model_const]; -"303 features/5/1/block/0/0/conv2d/0" [id=303, type=conv2d]; -"304 features.5.1.block.0.1.weight" [id=304, type=nncf_model_const]; -"305 features.5.1.block.0.1.bias" [id=305, type=nncf_model_const]; -"306 features.5.1.block.0.1.running_mean" [id=306, type=nncf_model_const]; -"307 features.5.1.block.0.1.running_var" [id=307, type=nncf_model_const]; -"308 features/5/1/block/0/1/batch_norm/0" [id=308, type=batch_norm]; -"309 features/5/1/block/0/2/silu/0" [id=309, type=silu]; -"310 features.5.1.block.1.0.weight" [id=310, type=nncf_model_const]; -"311 features/5/1/block/1/0/conv2d/0" [id=311, type=conv2d]; -"312 features.5.1.block.1.1.weight" [id=312, type=nncf_model_const]; -"313 features.5.1.block.1.1.bias" [id=313, type=nncf_model_const]; -"314 features.5.1.block.1.1.running_mean" [id=314, type=nncf_model_const]; -"315 features.5.1.block.1.1.running_var" [id=315, type=nncf_model_const]; -"316 features/5/1/block/1/1/batch_norm/0" [id=316, type=batch_norm]; -"317 features/5/1/block/1/2/silu/0" [id=317, type=silu]; -"318 features/5/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=318, type=adaptive_avg_pool2d]; -"319 features.5.1.block.2.fc1.weight" [id=319, type=nncf_model_const]; -"320 features.5.1.block.2.fc1.bias" [id=320, type=nncf_model_const]; -"321 features/5/1/block/2/fc1/conv2d/0" [id=321, type=conv2d]; -"322 features/5/1/block/2/activation/silu/0" [id=322, type=silu]; -"323 features.5.1.block.2.fc2.weight" [id=323, type=nncf_model_const]; -"324 features.5.1.block.2.fc2.bias" [id=324, type=nncf_model_const]; -"325 features/5/1/block/2/fc2/conv2d/0" [id=325, type=conv2d]; -"326 features/5/1/block/2/scale_activation/sigmoid/0" [id=326, type=sigmoid]; -"327 features/5/1/block/2/mul/0" [id=327, type=mul]; -"328 features.5.1.block.3.0.weight" [id=328, type=nncf_model_const]; -"329 features/5/1/block/3/0/conv2d/0" [id=329, type=conv2d]; -"330 features.5.1.block.3.1.weight" [id=330, type=nncf_model_const]; -"331 features.5.1.block.3.1.bias" [id=331, type=nncf_model_const]; -"332 features.5.1.block.3.1.running_mean" [id=332, type=nncf_model_const]; -"333 features.5.1.block.3.1.running_var" [id=333, type=nncf_model_const]; -"334 features/5/1/block/3/1/batch_norm/0" [id=334, type=batch_norm]; -"335 features/5/1/add_/0" [id=335, type=add_]; -"336 features.5.2.block.0.0.weight" [id=336, type=nncf_model_const]; -"337 features/5/2/block/0/0/conv2d/0" [id=337, type=conv2d]; -"338 features.5.2.block.0.1.weight" [id=338, type=nncf_model_const]; -"339 features.5.2.block.0.1.bias" [id=339, type=nncf_model_const]; -"340 features.5.2.block.0.1.running_mean" [id=340, type=nncf_model_const]; -"341 features.5.2.block.0.1.running_var" [id=341, type=nncf_model_const]; -"342 features/5/2/block/0/1/batch_norm/0" [id=342, type=batch_norm]; -"343 features/5/2/block/0/2/silu/0" [id=343, type=silu]; -"344 features.5.2.block.1.0.weight" [id=344, type=nncf_model_const]; -"345 features/5/2/block/1/0/conv2d/0" [id=345, type=conv2d]; -"346 features.5.2.block.1.1.weight" [id=346, type=nncf_model_const]; -"347 features.5.2.block.1.1.bias" [id=347, type=nncf_model_const]; -"348 features.5.2.block.1.1.running_mean" [id=348, type=nncf_model_const]; -"349 features.5.2.block.1.1.running_var" [id=349, type=nncf_model_const]; -"350 features/5/2/block/1/1/batch_norm/0" [id=350, type=batch_norm]; -"351 features/5/2/block/1/2/silu/0" [id=351, type=silu]; -"352 features/5/2/block/2/avgpool/adaptive_avg_pool2d/0" [id=352, type=adaptive_avg_pool2d]; -"353 features.5.2.block.2.fc1.weight" [id=353, type=nncf_model_const]; -"354 features.5.2.block.2.fc1.bias" [id=354, type=nncf_model_const]; -"355 features/5/2/block/2/fc1/conv2d/0" [id=355, type=conv2d]; -"356 features/5/2/block/2/activation/silu/0" [id=356, type=silu]; -"357 features.5.2.block.2.fc2.weight" [id=357, type=nncf_model_const]; -"358 features.5.2.block.2.fc2.bias" [id=358, type=nncf_model_const]; -"359 features/5/2/block/2/fc2/conv2d/0" [id=359, type=conv2d]; -"360 features/5/2/block/2/scale_activation/sigmoid/0" [id=360, type=sigmoid]; -"361 features/5/2/block/2/mul/0" [id=361, type=mul]; -"362 features.5.2.block.3.0.weight" [id=362, type=nncf_model_const]; -"363 features/5/2/block/3/0/conv2d/0" [id=363, type=conv2d]; -"364 features.5.2.block.3.1.weight" [id=364, type=nncf_model_const]; -"365 features.5.2.block.3.1.bias" [id=365, type=nncf_model_const]; -"366 features.5.2.block.3.1.running_mean" [id=366, type=nncf_model_const]; -"367 features.5.2.block.3.1.running_var" [id=367, type=nncf_model_const]; -"368 features/5/2/block/3/1/batch_norm/0" [id=368, type=batch_norm]; -"369 features/5/2/add_/0" [id=369, type=add_]; -"370 features.6.0.block.0.0.weight" [id=370, type=nncf_model_const]; -"371 features/6/0/block/0/0/conv2d/0" [id=371, type=conv2d]; -"372 features.6.0.block.0.1.weight" [id=372, type=nncf_model_const]; -"373 features.6.0.block.0.1.bias" [id=373, type=nncf_model_const]; -"374 features.6.0.block.0.1.running_mean" [id=374, type=nncf_model_const]; -"375 features.6.0.block.0.1.running_var" [id=375, type=nncf_model_const]; -"376 features/6/0/block/0/1/batch_norm/0" [id=376, type=batch_norm]; -"377 features/6/0/block/0/2/silu/0" [id=377, type=silu]; -"378 features.6.0.block.1.0.weight" [id=378, type=nncf_model_const]; -"379 features/6/0/block/1/0/conv2d/0" [id=379, type=conv2d]; -"380 features.6.0.block.1.1.weight" [id=380, type=nncf_model_const]; -"381 features.6.0.block.1.1.bias" [id=381, type=nncf_model_const]; -"382 features.6.0.block.1.1.running_mean" [id=382, type=nncf_model_const]; -"383 features.6.0.block.1.1.running_var" [id=383, type=nncf_model_const]; -"384 features/6/0/block/1/1/batch_norm/0" [id=384, type=batch_norm]; -"385 features/6/0/block/1/2/silu/0" [id=385, type=silu]; -"386 features/6/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=386, type=adaptive_avg_pool2d]; -"387 features.6.0.block.2.fc1.weight" [id=387, type=nncf_model_const]; -"388 features.6.0.block.2.fc1.bias" [id=388, type=nncf_model_const]; -"389 features/6/0/block/2/fc1/conv2d/0" [id=389, type=conv2d]; -"390 features/6/0/block/2/activation/silu/0" [id=390, type=silu]; -"391 features.6.0.block.2.fc2.weight" [id=391, type=nncf_model_const]; -"392 features.6.0.block.2.fc2.bias" [id=392, type=nncf_model_const]; -"393 features/6/0/block/2/fc2/conv2d/0" [id=393, type=conv2d]; -"394 features/6/0/block/2/scale_activation/sigmoid/0" [id=394, type=sigmoid]; -"395 features/6/0/block/2/mul/0" [id=395, type=mul]; -"396 features.6.0.block.3.0.weight" [id=396, type=nncf_model_const]; -"397 features/6/0/block/3/0/conv2d/0" [id=397, type=conv2d]; -"398 features.6.0.block.3.1.weight" [id=398, type=nncf_model_const]; -"399 features.6.0.block.3.1.bias" [id=399, type=nncf_model_const]; -"400 features.6.0.block.3.1.running_mean" [id=400, type=nncf_model_const]; -"401 features.6.0.block.3.1.running_var" [id=401, type=nncf_model_const]; -"402 features/6/0/block/3/1/batch_norm/0" [id=402, type=batch_norm]; -"403 features.6.1.block.0.0.weight" [id=403, type=nncf_model_const]; -"404 features/6/1/block/0/0/conv2d/0" [id=404, type=conv2d]; -"405 features.6.1.block.0.1.weight" [id=405, type=nncf_model_const]; -"406 features.6.1.block.0.1.bias" [id=406, type=nncf_model_const]; -"407 features.6.1.block.0.1.running_mean" [id=407, type=nncf_model_const]; -"408 features.6.1.block.0.1.running_var" [id=408, type=nncf_model_const]; -"409 features/6/1/block/0/1/batch_norm/0" [id=409, type=batch_norm]; -"410 features/6/1/block/0/2/silu/0" [id=410, type=silu]; -"411 features.6.1.block.1.0.weight" [id=411, type=nncf_model_const]; -"412 features/6/1/block/1/0/conv2d/0" [id=412, type=conv2d]; -"413 features.6.1.block.1.1.weight" [id=413, type=nncf_model_const]; -"414 features.6.1.block.1.1.bias" [id=414, type=nncf_model_const]; -"415 features.6.1.block.1.1.running_mean" [id=415, type=nncf_model_const]; -"416 features.6.1.block.1.1.running_var" [id=416, type=nncf_model_const]; -"417 features/6/1/block/1/1/batch_norm/0" [id=417, type=batch_norm]; -"418 features/6/1/block/1/2/silu/0" [id=418, type=silu]; -"419 features/6/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=419, type=adaptive_avg_pool2d]; -"420 features.6.1.block.2.fc1.weight" [id=420, type=nncf_model_const]; -"421 features.6.1.block.2.fc1.bias" [id=421, type=nncf_model_const]; -"422 features/6/1/block/2/fc1/conv2d/0" [id=422, type=conv2d]; -"423 features/6/1/block/2/activation/silu/0" [id=423, type=silu]; -"424 features.6.1.block.2.fc2.weight" [id=424, type=nncf_model_const]; -"425 features.6.1.block.2.fc2.bias" [id=425, type=nncf_model_const]; -"426 features/6/1/block/2/fc2/conv2d/0" [id=426, type=conv2d]; -"427 features/6/1/block/2/scale_activation/sigmoid/0" [id=427, type=sigmoid]; -"428 features/6/1/block/2/mul/0" [id=428, type=mul]; -"429 features.6.1.block.3.0.weight" [id=429, type=nncf_model_const]; -"430 features/6/1/block/3/0/conv2d/0" [id=430, type=conv2d]; -"431 features.6.1.block.3.1.weight" [id=431, type=nncf_model_const]; -"432 features.6.1.block.3.1.bias" [id=432, type=nncf_model_const]; -"433 features.6.1.block.3.1.running_mean" [id=433, type=nncf_model_const]; -"434 features.6.1.block.3.1.running_var" [id=434, type=nncf_model_const]; -"435 features/6/1/block/3/1/batch_norm/0" [id=435, type=batch_norm]; -"436 features/6/1/add_/0" [id=436, type=add_]; -"437 features.6.2.block.0.0.weight" [id=437, type=nncf_model_const]; -"438 features/6/2/block/0/0/conv2d/0" [id=438, type=conv2d]; -"439 features.6.2.block.0.1.weight" [id=439, type=nncf_model_const]; -"440 features.6.2.block.0.1.bias" [id=440, type=nncf_model_const]; -"441 features.6.2.block.0.1.running_mean" [id=441, type=nncf_model_const]; -"442 features.6.2.block.0.1.running_var" [id=442, type=nncf_model_const]; -"443 features/6/2/block/0/1/batch_norm/0" [id=443, type=batch_norm]; -"444 features/6/2/block/0/2/silu/0" [id=444, type=silu]; -"445 features.6.2.block.1.0.weight" [id=445, type=nncf_model_const]; -"446 features/6/2/block/1/0/conv2d/0" [id=446, type=conv2d]; -"447 features.6.2.block.1.1.weight" [id=447, type=nncf_model_const]; -"448 features.6.2.block.1.1.bias" [id=448, type=nncf_model_const]; -"449 features.6.2.block.1.1.running_mean" [id=449, type=nncf_model_const]; -"450 features.6.2.block.1.1.running_var" [id=450, type=nncf_model_const]; -"451 features/6/2/block/1/1/batch_norm/0" [id=451, type=batch_norm]; -"452 features/6/2/block/1/2/silu/0" [id=452, type=silu]; -"453 features/6/2/block/2/avgpool/adaptive_avg_pool2d/0" [id=453, type=adaptive_avg_pool2d]; -"454 features.6.2.block.2.fc1.weight" [id=454, type=nncf_model_const]; -"455 features.6.2.block.2.fc1.bias" [id=455, type=nncf_model_const]; -"456 features/6/2/block/2/fc1/conv2d/0" [id=456, type=conv2d]; -"457 features/6/2/block/2/activation/silu/0" [id=457, type=silu]; -"458 features.6.2.block.2.fc2.weight" [id=458, type=nncf_model_const]; -"459 features.6.2.block.2.fc2.bias" [id=459, type=nncf_model_const]; -"460 features/6/2/block/2/fc2/conv2d/0" [id=460, type=conv2d]; -"461 features/6/2/block/2/scale_activation/sigmoid/0" [id=461, type=sigmoid]; -"462 features/6/2/block/2/mul/0" [id=462, type=mul]; -"463 features.6.2.block.3.0.weight" [id=463, type=nncf_model_const]; -"464 features/6/2/block/3/0/conv2d/0" [id=464, type=conv2d]; -"465 features.6.2.block.3.1.weight" [id=465, type=nncf_model_const]; -"466 features.6.2.block.3.1.bias" [id=466, type=nncf_model_const]; -"467 features.6.2.block.3.1.running_mean" [id=467, type=nncf_model_const]; -"468 features.6.2.block.3.1.running_var" [id=468, type=nncf_model_const]; -"469 features/6/2/block/3/1/batch_norm/0" [id=469, type=batch_norm]; -"470 features/6/2/add_/0" [id=470, type=add_]; -"471 features.6.3.block.0.0.weight" [id=471, type=nncf_model_const]; -"472 features/6/3/block/0/0/conv2d/0" [id=472, type=conv2d]; -"473 features.6.3.block.0.1.weight" [id=473, type=nncf_model_const]; -"474 features.6.3.block.0.1.bias" [id=474, type=nncf_model_const]; -"475 features.6.3.block.0.1.running_mean" [id=475, type=nncf_model_const]; -"476 features.6.3.block.0.1.running_var" [id=476, type=nncf_model_const]; -"477 features/6/3/block/0/1/batch_norm/0" [id=477, type=batch_norm]; -"478 features/6/3/block/0/2/silu/0" [id=478, type=silu]; -"479 features.6.3.block.1.0.weight" [id=479, type=nncf_model_const]; -"480 features/6/3/block/1/0/conv2d/0" [id=480, type=conv2d]; -"481 features.6.3.block.1.1.weight" [id=481, type=nncf_model_const]; -"482 features.6.3.block.1.1.bias" [id=482, type=nncf_model_const]; -"483 features.6.3.block.1.1.running_mean" [id=483, type=nncf_model_const]; -"484 features.6.3.block.1.1.running_var" [id=484, type=nncf_model_const]; -"485 features/6/3/block/1/1/batch_norm/0" [id=485, type=batch_norm]; -"486 features/6/3/block/1/2/silu/0" [id=486, type=silu]; -"487 features/6/3/block/2/avgpool/adaptive_avg_pool2d/0" [id=487, type=adaptive_avg_pool2d]; -"488 features.6.3.block.2.fc1.weight" [id=488, type=nncf_model_const]; -"489 features.6.3.block.2.fc1.bias" [id=489, type=nncf_model_const]; -"490 features/6/3/block/2/fc1/conv2d/0" [id=490, type=conv2d]; -"491 features/6/3/block/2/activation/silu/0" [id=491, type=silu]; -"492 features.6.3.block.2.fc2.weight" [id=492, type=nncf_model_const]; -"493 features.6.3.block.2.fc2.bias" [id=493, type=nncf_model_const]; -"494 features/6/3/block/2/fc2/conv2d/0" [id=494, type=conv2d]; -"495 features/6/3/block/2/scale_activation/sigmoid/0" [id=495, type=sigmoid]; -"496 features/6/3/block/2/mul/0" [id=496, type=mul]; -"497 features.6.3.block.3.0.weight" [id=497, type=nncf_model_const]; -"498 features/6/3/block/3/0/conv2d/0" [id=498, type=conv2d]; -"499 features.6.3.block.3.1.weight" [id=499, type=nncf_model_const]; -"500 features.6.3.block.3.1.bias" [id=500, type=nncf_model_const]; -"501 features.6.3.block.3.1.running_mean" [id=501, type=nncf_model_const]; -"502 features.6.3.block.3.1.running_var" [id=502, type=nncf_model_const]; -"503 features/6/3/block/3/1/batch_norm/0" [id=503, type=batch_norm]; -"504 features/6/3/add_/0" [id=504, type=add_]; -"505 features.7.0.block.0.0.weight" [id=505, type=nncf_model_const]; -"506 features/7/0/block/0/0/conv2d/0" [id=506, type=conv2d]; -"507 features.7.0.block.0.1.weight" [id=507, type=nncf_model_const]; -"508 features.7.0.block.0.1.bias" [id=508, type=nncf_model_const]; -"509 features.7.0.block.0.1.running_mean" [id=509, type=nncf_model_const]; -"510 features.7.0.block.0.1.running_var" [id=510, type=nncf_model_const]; -"511 features/7/0/block/0/1/batch_norm/0" [id=511, type=batch_norm]; -"512 features/7/0/block/0/2/silu/0" [id=512, type=silu]; -"513 features.7.0.block.1.0.weight" [id=513, type=nncf_model_const]; -"514 features/7/0/block/1/0/conv2d/0" [id=514, type=conv2d]; -"515 features.7.0.block.1.1.weight" [id=515, type=nncf_model_const]; -"516 features.7.0.block.1.1.bias" [id=516, type=nncf_model_const]; -"517 features.7.0.block.1.1.running_mean" [id=517, type=nncf_model_const]; -"518 features.7.0.block.1.1.running_var" [id=518, type=nncf_model_const]; -"519 features/7/0/block/1/1/batch_norm/0" [id=519, type=batch_norm]; -"520 features/7/0/block/1/2/silu/0" [id=520, type=silu]; -"521 features/7/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=521, type=adaptive_avg_pool2d]; -"522 features.7.0.block.2.fc1.weight" [id=522, type=nncf_model_const]; -"523 features.7.0.block.2.fc1.bias" [id=523, type=nncf_model_const]; -"524 features/7/0/block/2/fc1/conv2d/0" [id=524, type=conv2d]; -"525 features/7/0/block/2/activation/silu/0" [id=525, type=silu]; -"526 features.7.0.block.2.fc2.weight" [id=526, type=nncf_model_const]; -"527 features.7.0.block.2.fc2.bias" [id=527, type=nncf_model_const]; -"528 features/7/0/block/2/fc2/conv2d/0" [id=528, type=conv2d]; -"529 features/7/0/block/2/scale_activation/sigmoid/0" [id=529, type=sigmoid]; -"530 features/7/0/block/2/mul/0" [id=530, type=mul]; -"531 features.7.0.block.3.0.weight" [id=531, type=nncf_model_const]; -"532 features/7/0/block/3/0/conv2d/0" [id=532, type=conv2d]; -"533 features.7.0.block.3.1.weight" [id=533, type=nncf_model_const]; -"534 features.7.0.block.3.1.bias" [id=534, type=nncf_model_const]; -"535 features.7.0.block.3.1.running_mean" [id=535, type=nncf_model_const]; -"536 features.7.0.block.3.1.running_var" [id=536, type=nncf_model_const]; -"537 features/7/0/block/3/1/batch_norm/0" [id=537, type=batch_norm]; -"538 features.8.0.weight" [id=538, type=nncf_model_const]; -"539 features/8/0/conv2d/0" [id=539, type=conv2d]; -"540 features.8.1.weight" [id=540, type=nncf_model_const]; -"541 features.8.1.bias" [id=541, type=nncf_model_const]; -"542 features.8.1.running_mean" [id=542, type=nncf_model_const]; -"543 features.8.1.running_var" [id=543, type=nncf_model_const]; -"544 features/8/1/batch_norm/0" [id=544, type=batch_norm]; -"545 features/8/2/silu/0" [id=545, type=silu]; -"546 avgpool/adaptive_avg_pool2d/0" [id=546, type=adaptive_avg_pool2d]; -"547 /flatten/0" [id=547, type=flatten]; -"548 classifier/0/dropout/0" [id=548, type=dropout]; -"549 classifier.1.weight" [id=549, type=nncf_model_const]; -"550 classifier.1.bias" [id=550, type=nncf_model_const]; -"551 classifier/1/linear/0" [id=551, type=linear]; -"552 output" [id=552, type=nncf_model_output]; -"0 x" -> "2 features/0/0/conv2d/0" [label="(1, 3, 64, 64)", style=solid]; -"1 features.0.0.weight" -> "2 features/0/0/conv2d/0" [label="(32, 3, 3, 3)", style=solid]; -"2 features/0/0/conv2d/0" -> "7 features/0/1/batch_norm/0" [label="(1, 32, 32, 32)", style=solid]; -"3 features.0.1.weight" -> "7 features/0/1/batch_norm/0" [label="(32,)", style=solid]; -"4 features.0.1.bias" -> "7 features/0/1/batch_norm/0" [label="(32,)", style=solid]; -"5 features.0.1.running_mean" -> "7 features/0/1/batch_norm/0" [label="(32,)", style=solid]; -"6 features.0.1.running_var" -> "7 features/0/1/batch_norm/0" [label="(32,)", style=solid]; -"7 features/0/1/batch_norm/0" -> "8 features/0/2/silu/0" [label="(1, 32, 32, 32)", style=solid]; -"8 features/0/2/silu/0" -> "10 features/1/0/block/0/0/conv2d/0" [label="(1, 32, 32, 32)", style=solid]; -"9 features.1.0.block.0.0.weight" -> "10 features/1/0/block/0/0/conv2d/0" [label="(32, 1, 3, 3)", style=solid]; -"10 features/1/0/block/0/0/conv2d/0" -> "15 features/1/0/block/0/1/batch_norm/0" [label="(1, 32, 32, 32)", style=solid]; -"11 features.1.0.block.0.1.weight" -> "15 features/1/0/block/0/1/batch_norm/0" [label="(32,)", style=solid]; -"12 features.1.0.block.0.1.bias" -> "15 features/1/0/block/0/1/batch_norm/0" [label="(32,)", style=solid]; -"13 features.1.0.block.0.1.running_mean" -> "15 features/1/0/block/0/1/batch_norm/0" [label="(32,)", style=solid]; -"14 features.1.0.block.0.1.running_var" -> "15 features/1/0/block/0/1/batch_norm/0" [label="(32,)", style=solid]; -"15 features/1/0/block/0/1/batch_norm/0" -> "16 features/1/0/block/0/2/silu/0" [label="(1, 32, 32, 32)", style=solid]; -"16 features/1/0/block/0/2/silu/0" -> "17 features/1/0/block/1/avgpool/adaptive_avg_pool2d/0" [label="(1, 32, 32, 32)", style=solid]; -"16 features/1/0/block/0/2/silu/0" -> "26 features/1/0/block/1/mul/0" [label="(1, 32, 32, 32)", style=solid]; -"17 features/1/0/block/1/avgpool/adaptive_avg_pool2d/0" -> "20 features/1/0/block/1/fc1/conv2d/0" [label="(1, 32, 1, 1)", style=solid]; -"18 features.1.0.block.1.fc1.weight" -> "20 features/1/0/block/1/fc1/conv2d/0" [label="(8, 32, 1, 1)", style=solid]; -"19 features.1.0.block.1.fc1.bias" -> "20 features/1/0/block/1/fc1/conv2d/0" [label="(8,)", style=solid]; -"20 features/1/0/block/1/fc1/conv2d/0" -> "21 features/1/0/block/1/activation/silu/0" [label="(1, 8, 1, 1)", style=solid]; -"21 features/1/0/block/1/activation/silu/0" -> "24 features/1/0/block/1/fc2/conv2d/0" [label="(1, 8, 1, 1)", style=solid]; -"22 features.1.0.block.1.fc2.weight" -> "24 features/1/0/block/1/fc2/conv2d/0" [label="(32, 8, 1, 1)", style=solid]; -"23 features.1.0.block.1.fc2.bias" -> "24 features/1/0/block/1/fc2/conv2d/0" [label="(32,)", style=solid]; -"24 features/1/0/block/1/fc2/conv2d/0" -> "25 features/1/0/block/1/scale_activation/sigmoid/0" [label="(1, 32, 1, 1)", style=solid]; -"25 features/1/0/block/1/scale_activation/sigmoid/0" -> "26 features/1/0/block/1/mul/0" [label="(1, 32, 1, 1)", style=solid]; -"26 features/1/0/block/1/mul/0" -> "28 features/1/0/block/2/0/conv2d/0" [label="(1, 32, 32, 32)", style=solid]; -"27 features.1.0.block.2.0.weight" -> "28 features/1/0/block/2/0/conv2d/0" [label="(16, 32, 1, 1)", style=solid]; -"28 features/1/0/block/2/0/conv2d/0" -> "33 features/1/0/block/2/1/batch_norm/0" [label="(1, 16, 32, 32)", style=solid]; -"29 features.1.0.block.2.1.weight" -> "33 features/1/0/block/2/1/batch_norm/0" [label="(16,)", style=solid]; -"30 features.1.0.block.2.1.bias" -> "33 features/1/0/block/2/1/batch_norm/0" [label="(16,)", style=solid]; -"31 features.1.0.block.2.1.running_mean" -> "33 features/1/0/block/2/1/batch_norm/0" [label="(16,)", style=solid]; -"32 features.1.0.block.2.1.running_var" -> "33 features/1/0/block/2/1/batch_norm/0" [label="(16,)", style=solid]; -"33 features/1/0/block/2/1/batch_norm/0" -> "35 features/2/0/block/0/0/conv2d/0" [label="(1, 16, 32, 32)", style=solid]; -"34 features.2.0.block.0.0.weight" -> "35 features/2/0/block/0/0/conv2d/0" [label="(96, 16, 1, 1)", style=solid]; -"35 features/2/0/block/0/0/conv2d/0" -> "40 features/2/0/block/0/1/batch_norm/0" [label="(1, 96, 32, 32)", style=solid]; -"36 features.2.0.block.0.1.weight" -> "40 features/2/0/block/0/1/batch_norm/0" [label="(96,)", style=solid]; -"37 features.2.0.block.0.1.bias" -> "40 features/2/0/block/0/1/batch_norm/0" [label="(96,)", style=solid]; -"38 features.2.0.block.0.1.running_mean" -> "40 features/2/0/block/0/1/batch_norm/0" [label="(96,)", style=solid]; -"39 features.2.0.block.0.1.running_var" -> "40 features/2/0/block/0/1/batch_norm/0" [label="(96,)", style=solid]; -"40 features/2/0/block/0/1/batch_norm/0" -> "41 features/2/0/block/0/2/silu/0" [label="(1, 96, 32, 32)", style=solid]; -"41 features/2/0/block/0/2/silu/0" -> "43 features/2/0/block/1/0/conv2d/0" [label="(1, 96, 32, 32)", style=solid]; -"42 features.2.0.block.1.0.weight" -> "43 features/2/0/block/1/0/conv2d/0" [label="(96, 1, 3, 3)", style=solid]; -"43 features/2/0/block/1/0/conv2d/0" -> "48 features/2/0/block/1/1/batch_norm/0" [label="(1, 96, 16, 16)", style=solid]; -"44 features.2.0.block.1.1.weight" -> "48 features/2/0/block/1/1/batch_norm/0" [label="(96,)", style=solid]; -"45 features.2.0.block.1.1.bias" -> "48 features/2/0/block/1/1/batch_norm/0" [label="(96,)", style=solid]; -"46 features.2.0.block.1.1.running_mean" -> "48 features/2/0/block/1/1/batch_norm/0" [label="(96,)", style=solid]; -"47 features.2.0.block.1.1.running_var" -> "48 features/2/0/block/1/1/batch_norm/0" [label="(96,)", style=solid]; -"48 features/2/0/block/1/1/batch_norm/0" -> "49 features/2/0/block/1/2/silu/0" [label="(1, 96, 16, 16)", style=solid]; -"49 features/2/0/block/1/2/silu/0" -> "50 features/2/0/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 96, 16, 16)", style=solid]; -"49 features/2/0/block/1/2/silu/0" -> "59 features/2/0/block/2/mul/0" [label="(1, 96, 16, 16)", style=solid]; -"50 features/2/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "53 features/2/0/block/2/fc1/conv2d/0" [label="(1, 96, 1, 1)", style=solid]; -"51 features.2.0.block.2.fc1.weight" -> "53 features/2/0/block/2/fc1/conv2d/0" [label="(4, 96, 1, 1)", style=solid]; -"52 features.2.0.block.2.fc1.bias" -> "53 features/2/0/block/2/fc1/conv2d/0" [label="(4,)", style=solid]; -"53 features/2/0/block/2/fc1/conv2d/0" -> "54 features/2/0/block/2/activation/silu/0" [label="(1, 4, 1, 1)", style=solid]; -"54 features/2/0/block/2/activation/silu/0" -> "57 features/2/0/block/2/fc2/conv2d/0" [label="(1, 4, 1, 1)", style=solid]; -"55 features.2.0.block.2.fc2.weight" -> "57 features/2/0/block/2/fc2/conv2d/0" [label="(96, 4, 1, 1)", style=solid]; -"56 features.2.0.block.2.fc2.bias" -> "57 features/2/0/block/2/fc2/conv2d/0" [label="(96,)", style=solid]; -"57 features/2/0/block/2/fc2/conv2d/0" -> "58 features/2/0/block/2/scale_activation/sigmoid/0" [label="(1, 96, 1, 1)", style=solid]; -"58 features/2/0/block/2/scale_activation/sigmoid/0" -> "59 features/2/0/block/2/mul/0" [label="(1, 96, 1, 1)", style=solid]; -"59 features/2/0/block/2/mul/0" -> "61 features/2/0/block/3/0/conv2d/0" [label="(1, 96, 16, 16)", style=solid]; -"60 features.2.0.block.3.0.weight" -> "61 features/2/0/block/3/0/conv2d/0" [label="(24, 96, 1, 1)", style=solid]; -"61 features/2/0/block/3/0/conv2d/0" -> "66 features/2/0/block/3/1/batch_norm/0" [label="(1, 24, 16, 16)", style=solid]; -"62 features.2.0.block.3.1.weight" -> "66 features/2/0/block/3/1/batch_norm/0" [label="(24,)", style=solid]; -"63 features.2.0.block.3.1.bias" -> "66 features/2/0/block/3/1/batch_norm/0" [label="(24,)", style=solid]; -"64 features.2.0.block.3.1.running_mean" -> "66 features/2/0/block/3/1/batch_norm/0" [label="(24,)", style=solid]; -"65 features.2.0.block.3.1.running_var" -> "66 features/2/0/block/3/1/batch_norm/0" [label="(24,)", style=solid]; -"66 features/2/0/block/3/1/batch_norm/0" -> "68 features/2/1/block/0/0/conv2d/0" [label="(1, 24, 16, 16)", style=solid]; -"66 features/2/0/block/3/1/batch_norm/0" -> "100 features/2/1/add_/0" [label="(1, 24, 16, 16)", style=solid]; -"67 features.2.1.block.0.0.weight" -> "68 features/2/1/block/0/0/conv2d/0" [label="(144, 24, 1, 1)", style=solid]; -"68 features/2/1/block/0/0/conv2d/0" -> "73 features/2/1/block/0/1/batch_norm/0" [label="(1, 144, 16, 16)", style=solid]; -"69 features.2.1.block.0.1.weight" -> "73 features/2/1/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"70 features.2.1.block.0.1.bias" -> "73 features/2/1/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"71 features.2.1.block.0.1.running_mean" -> "73 features/2/1/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"72 features.2.1.block.0.1.running_var" -> "73 features/2/1/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"73 features/2/1/block/0/1/batch_norm/0" -> "74 features/2/1/block/0/2/silu/0" [label="(1, 144, 16, 16)", style=solid]; -"74 features/2/1/block/0/2/silu/0" -> "76 features/2/1/block/1/0/conv2d/0" [label="(1, 144, 16, 16)", style=solid]; -"75 features.2.1.block.1.0.weight" -> "76 features/2/1/block/1/0/conv2d/0" [label="(144, 1, 3, 3)", style=solid]; -"76 features/2/1/block/1/0/conv2d/0" -> "81 features/2/1/block/1/1/batch_norm/0" [label="(1, 144, 16, 16)", style=solid]; -"77 features.2.1.block.1.1.weight" -> "81 features/2/1/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"78 features.2.1.block.1.1.bias" -> "81 features/2/1/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"79 features.2.1.block.1.1.running_mean" -> "81 features/2/1/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"80 features.2.1.block.1.1.running_var" -> "81 features/2/1/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"81 features/2/1/block/1/1/batch_norm/0" -> "82 features/2/1/block/1/2/silu/0" [label="(1, 144, 16, 16)", style=solid]; -"82 features/2/1/block/1/2/silu/0" -> "83 features/2/1/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 144, 16, 16)", style=solid]; -"82 features/2/1/block/1/2/silu/0" -> "92 features/2/1/block/2/mul/0" [label="(1, 144, 16, 16)", style=solid]; -"83 features/2/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "86 features/2/1/block/2/fc1/conv2d/0" [label="(1, 144, 1, 1)", style=solid]; -"84 features.2.1.block.2.fc1.weight" -> "86 features/2/1/block/2/fc1/conv2d/0" [label="(6, 144, 1, 1)", style=solid]; -"85 features.2.1.block.2.fc1.bias" -> "86 features/2/1/block/2/fc1/conv2d/0" [label="(6,)", style=solid]; -"86 features/2/1/block/2/fc1/conv2d/0" -> "87 features/2/1/block/2/activation/silu/0" [label="(1, 6, 1, 1)", style=solid]; -"87 features/2/1/block/2/activation/silu/0" -> "90 features/2/1/block/2/fc2/conv2d/0" [label="(1, 6, 1, 1)", style=solid]; -"88 features.2.1.block.2.fc2.weight" -> "90 features/2/1/block/2/fc2/conv2d/0" [label="(144, 6, 1, 1)", style=solid]; -"89 features.2.1.block.2.fc2.bias" -> "90 features/2/1/block/2/fc2/conv2d/0" [label="(144,)", style=solid]; -"90 features/2/1/block/2/fc2/conv2d/0" -> "91 features/2/1/block/2/scale_activation/sigmoid/0" [label="(1, 144, 1, 1)", style=solid]; -"91 features/2/1/block/2/scale_activation/sigmoid/0" -> "92 features/2/1/block/2/mul/0" [label="(1, 144, 1, 1)", style=solid]; -"92 features/2/1/block/2/mul/0" -> "94 features/2/1/block/3/0/conv2d/0" [label="(1, 144, 16, 16)", style=solid]; -"93 features.2.1.block.3.0.weight" -> "94 features/2/1/block/3/0/conv2d/0" [label="(24, 144, 1, 1)", style=solid]; -"94 features/2/1/block/3/0/conv2d/0" -> "99 features/2/1/block/3/1/batch_norm/0" [label="(1, 24, 16, 16)", style=solid]; -"95 features.2.1.block.3.1.weight" -> "99 features/2/1/block/3/1/batch_norm/0" [label="(24,)", style=solid]; -"96 features.2.1.block.3.1.bias" -> "99 features/2/1/block/3/1/batch_norm/0" [label="(24,)", style=solid]; -"97 features.2.1.block.3.1.running_mean" -> "99 features/2/1/block/3/1/batch_norm/0" [label="(24,)", style=solid]; -"98 features.2.1.block.3.1.running_var" -> "99 features/2/1/block/3/1/batch_norm/0" [label="(24,)", style=solid]; -"99 features/2/1/block/3/1/batch_norm/0" -> "100 features/2/1/add_/0" [label="(1, 24, 16, 16)", style=solid]; -"100 features/2/1/add_/0" -> "102 features/3/0/block/0/0/conv2d/0" [label="(1, 24, 16, 16)", style=solid]; -"101 features.3.0.block.0.0.weight" -> "102 features/3/0/block/0/0/conv2d/0" [label="(144, 24, 1, 1)", style=solid]; -"102 features/3/0/block/0/0/conv2d/0" -> "107 features/3/0/block/0/1/batch_norm/0" [label="(1, 144, 16, 16)", style=solid]; -"103 features.3.0.block.0.1.weight" -> "107 features/3/0/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"104 features.3.0.block.0.1.bias" -> "107 features/3/0/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"105 features.3.0.block.0.1.running_mean" -> "107 features/3/0/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"106 features.3.0.block.0.1.running_var" -> "107 features/3/0/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"107 features/3/0/block/0/1/batch_norm/0" -> "108 features/3/0/block/0/2/silu/0" [label="(1, 144, 16, 16)", style=solid]; -"108 features/3/0/block/0/2/silu/0" -> "110 features/3/0/block/1/0/conv2d/0" [label="(1, 144, 16, 16)", style=solid]; -"109 features.3.0.block.1.0.weight" -> "110 features/3/0/block/1/0/conv2d/0" [label="(144, 1, 5, 5)", style=solid]; -"110 features/3/0/block/1/0/conv2d/0" -> "115 features/3/0/block/1/1/batch_norm/0" [label="(1, 144, 8, 8)", style=solid]; -"111 features.3.0.block.1.1.weight" -> "115 features/3/0/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"112 features.3.0.block.1.1.bias" -> "115 features/3/0/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"113 features.3.0.block.1.1.running_mean" -> "115 features/3/0/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"114 features.3.0.block.1.1.running_var" -> "115 features/3/0/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"115 features/3/0/block/1/1/batch_norm/0" -> "116 features/3/0/block/1/2/silu/0" [label="(1, 144, 8, 8)", style=solid]; -"116 features/3/0/block/1/2/silu/0" -> "117 features/3/0/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 144, 8, 8)", style=solid]; -"116 features/3/0/block/1/2/silu/0" -> "126 features/3/0/block/2/mul/0" [label="(1, 144, 8, 8)", style=solid]; -"117 features/3/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "120 features/3/0/block/2/fc1/conv2d/0" [label="(1, 144, 1, 1)", style=solid]; -"118 features.3.0.block.2.fc1.weight" -> "120 features/3/0/block/2/fc1/conv2d/0" [label="(6, 144, 1, 1)", style=solid]; -"119 features.3.0.block.2.fc1.bias" -> "120 features/3/0/block/2/fc1/conv2d/0" [label="(6,)", style=solid]; -"120 features/3/0/block/2/fc1/conv2d/0" -> "121 features/3/0/block/2/activation/silu/0" [label="(1, 6, 1, 1)", style=solid]; -"121 features/3/0/block/2/activation/silu/0" -> "124 features/3/0/block/2/fc2/conv2d/0" [label="(1, 6, 1, 1)", style=solid]; -"122 features.3.0.block.2.fc2.weight" -> "124 features/3/0/block/2/fc2/conv2d/0" [label="(144, 6, 1, 1)", style=solid]; -"123 features.3.0.block.2.fc2.bias" -> "124 features/3/0/block/2/fc2/conv2d/0" [label="(144,)", style=solid]; -"124 features/3/0/block/2/fc2/conv2d/0" -> "125 features/3/0/block/2/scale_activation/sigmoid/0" [label="(1, 144, 1, 1)", style=solid]; -"125 features/3/0/block/2/scale_activation/sigmoid/0" -> "126 features/3/0/block/2/mul/0" [label="(1, 144, 1, 1)", style=solid]; -"126 features/3/0/block/2/mul/0" -> "128 features/3/0/block/3/0/conv2d/0" [label="(1, 144, 8, 8)", style=solid]; -"127 features.3.0.block.3.0.weight" -> "128 features/3/0/block/3/0/conv2d/0" [label="(40, 144, 1, 1)", style=solid]; -"128 features/3/0/block/3/0/conv2d/0" -> "133 features/3/0/block/3/1/batch_norm/0" [label="(1, 40, 8, 8)", style=solid]; -"129 features.3.0.block.3.1.weight" -> "133 features/3/0/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"130 features.3.0.block.3.1.bias" -> "133 features/3/0/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"131 features.3.0.block.3.1.running_mean" -> "133 features/3/0/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"132 features.3.0.block.3.1.running_var" -> "133 features/3/0/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"133 features/3/0/block/3/1/batch_norm/0" -> "135 features/3/1/block/0/0/conv2d/0" [label="(1, 40, 8, 8)", style=solid]; -"133 features/3/0/block/3/1/batch_norm/0" -> "167 features/3/1/add_/0" [label="(1, 40, 8, 8)", style=solid]; -"134 features.3.1.block.0.0.weight" -> "135 features/3/1/block/0/0/conv2d/0" [label="(240, 40, 1, 1)", style=solid]; -"135 features/3/1/block/0/0/conv2d/0" -> "140 features/3/1/block/0/1/batch_norm/0" [label="(1, 240, 8, 8)", style=solid]; -"136 features.3.1.block.0.1.weight" -> "140 features/3/1/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"137 features.3.1.block.0.1.bias" -> "140 features/3/1/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"138 features.3.1.block.0.1.running_mean" -> "140 features/3/1/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"139 features.3.1.block.0.1.running_var" -> "140 features/3/1/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"140 features/3/1/block/0/1/batch_norm/0" -> "141 features/3/1/block/0/2/silu/0" [label="(1, 240, 8, 8)", style=solid]; -"141 features/3/1/block/0/2/silu/0" -> "143 features/3/1/block/1/0/conv2d/0" [label="(1, 240, 8, 8)", style=solid]; -"142 features.3.1.block.1.0.weight" -> "143 features/3/1/block/1/0/conv2d/0" [label="(240, 1, 5, 5)", style=solid]; -"143 features/3/1/block/1/0/conv2d/0" -> "148 features/3/1/block/1/1/batch_norm/0" [label="(1, 240, 8, 8)", style=solid]; -"144 features.3.1.block.1.1.weight" -> "148 features/3/1/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"145 features.3.1.block.1.1.bias" -> "148 features/3/1/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"146 features.3.1.block.1.1.running_mean" -> "148 features/3/1/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"147 features.3.1.block.1.1.running_var" -> "148 features/3/1/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"148 features/3/1/block/1/1/batch_norm/0" -> "149 features/3/1/block/1/2/silu/0" [label="(1, 240, 8, 8)", style=solid]; -"149 features/3/1/block/1/2/silu/0" -> "150 features/3/1/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 240, 8, 8)", style=solid]; -"149 features/3/1/block/1/2/silu/0" -> "159 features/3/1/block/2/mul/0" [label="(1, 240, 8, 8)", style=solid]; -"150 features/3/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "153 features/3/1/block/2/fc1/conv2d/0" [label="(1, 240, 1, 1)", style=solid]; -"151 features.3.1.block.2.fc1.weight" -> "153 features/3/1/block/2/fc1/conv2d/0" [label="(10, 240, 1, 1)", style=solid]; -"152 features.3.1.block.2.fc1.bias" -> "153 features/3/1/block/2/fc1/conv2d/0" [label="(10,)", style=solid]; -"153 features/3/1/block/2/fc1/conv2d/0" -> "154 features/3/1/block/2/activation/silu/0" [label="(1, 10, 1, 1)", style=solid]; -"154 features/3/1/block/2/activation/silu/0" -> "157 features/3/1/block/2/fc2/conv2d/0" [label="(1, 10, 1, 1)", style=solid]; -"155 features.3.1.block.2.fc2.weight" -> "157 features/3/1/block/2/fc2/conv2d/0" [label="(240, 10, 1, 1)", style=solid]; -"156 features.3.1.block.2.fc2.bias" -> "157 features/3/1/block/2/fc2/conv2d/0" [label="(240,)", style=solid]; -"157 features/3/1/block/2/fc2/conv2d/0" -> "158 features/3/1/block/2/scale_activation/sigmoid/0" [label="(1, 240, 1, 1)", style=solid]; -"158 features/3/1/block/2/scale_activation/sigmoid/0" -> "159 features/3/1/block/2/mul/0" [label="(1, 240, 1, 1)", style=solid]; -"159 features/3/1/block/2/mul/0" -> "161 features/3/1/block/3/0/conv2d/0" [label="(1, 240, 8, 8)", style=solid]; -"160 features.3.1.block.3.0.weight" -> "161 features/3/1/block/3/0/conv2d/0" [label="(40, 240, 1, 1)", style=solid]; -"161 features/3/1/block/3/0/conv2d/0" -> "166 features/3/1/block/3/1/batch_norm/0" [label="(1, 40, 8, 8)", style=solid]; -"162 features.3.1.block.3.1.weight" -> "166 features/3/1/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"163 features.3.1.block.3.1.bias" -> "166 features/3/1/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"164 features.3.1.block.3.1.running_mean" -> "166 features/3/1/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"165 features.3.1.block.3.1.running_var" -> "166 features/3/1/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"166 features/3/1/block/3/1/batch_norm/0" -> "167 features/3/1/add_/0" [label="(1, 40, 8, 8)", style=solid]; -"167 features/3/1/add_/0" -> "169 features/4/0/block/0/0/conv2d/0" [label="(1, 40, 8, 8)", style=solid]; -"168 features.4.0.block.0.0.weight" -> "169 features/4/0/block/0/0/conv2d/0" [label="(240, 40, 1, 1)", style=solid]; -"169 features/4/0/block/0/0/conv2d/0" -> "174 features/4/0/block/0/1/batch_norm/0" [label="(1, 240, 8, 8)", style=solid]; -"170 features.4.0.block.0.1.weight" -> "174 features/4/0/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"171 features.4.0.block.0.1.bias" -> "174 features/4/0/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"172 features.4.0.block.0.1.running_mean" -> "174 features/4/0/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"173 features.4.0.block.0.1.running_var" -> "174 features/4/0/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"174 features/4/0/block/0/1/batch_norm/0" -> "175 features/4/0/block/0/2/silu/0" [label="(1, 240, 8, 8)", style=solid]; -"175 features/4/0/block/0/2/silu/0" -> "177 features/4/0/block/1/0/conv2d/0" [label="(1, 240, 8, 8)", style=solid]; -"176 features.4.0.block.1.0.weight" -> "177 features/4/0/block/1/0/conv2d/0" [label="(240, 1, 3, 3)", style=solid]; -"177 features/4/0/block/1/0/conv2d/0" -> "182 features/4/0/block/1/1/batch_norm/0" [label="(1, 240, 4, 4)", style=solid]; -"178 features.4.0.block.1.1.weight" -> "182 features/4/0/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"179 features.4.0.block.1.1.bias" -> "182 features/4/0/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"180 features.4.0.block.1.1.running_mean" -> "182 features/4/0/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"181 features.4.0.block.1.1.running_var" -> "182 features/4/0/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"182 features/4/0/block/1/1/batch_norm/0" -> "183 features/4/0/block/1/2/silu/0" [label="(1, 240, 4, 4)", style=solid]; -"183 features/4/0/block/1/2/silu/0" -> "184 features/4/0/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 240, 4, 4)", style=solid]; -"183 features/4/0/block/1/2/silu/0" -> "193 features/4/0/block/2/mul/0" [label="(1, 240, 4, 4)", style=solid]; -"184 features/4/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "187 features/4/0/block/2/fc1/conv2d/0" [label="(1, 240, 1, 1)", style=solid]; -"185 features.4.0.block.2.fc1.weight" -> "187 features/4/0/block/2/fc1/conv2d/0" [label="(10, 240, 1, 1)", style=solid]; -"186 features.4.0.block.2.fc1.bias" -> "187 features/4/0/block/2/fc1/conv2d/0" [label="(10,)", style=solid]; -"187 features/4/0/block/2/fc1/conv2d/0" -> "188 features/4/0/block/2/activation/silu/0" [label="(1, 10, 1, 1)", style=solid]; -"188 features/4/0/block/2/activation/silu/0" -> "191 features/4/0/block/2/fc2/conv2d/0" [label="(1, 10, 1, 1)", style=solid]; -"189 features.4.0.block.2.fc2.weight" -> "191 features/4/0/block/2/fc2/conv2d/0" [label="(240, 10, 1, 1)", style=solid]; -"190 features.4.0.block.2.fc2.bias" -> "191 features/4/0/block/2/fc2/conv2d/0" [label="(240,)", style=solid]; -"191 features/4/0/block/2/fc2/conv2d/0" -> "192 features/4/0/block/2/scale_activation/sigmoid/0" [label="(1, 240, 1, 1)", style=solid]; -"192 features/4/0/block/2/scale_activation/sigmoid/0" -> "193 features/4/0/block/2/mul/0" [label="(1, 240, 1, 1)", style=solid]; -"193 features/4/0/block/2/mul/0" -> "195 features/4/0/block/3/0/conv2d/0" [label="(1, 240, 4, 4)", style=solid]; -"194 features.4.0.block.3.0.weight" -> "195 features/4/0/block/3/0/conv2d/0" [label="(80, 240, 1, 1)", style=solid]; -"195 features/4/0/block/3/0/conv2d/0" -> "200 features/4/0/block/3/1/batch_norm/0" [label="(1, 80, 4, 4)", style=solid]; -"196 features.4.0.block.3.1.weight" -> "200 features/4/0/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"197 features.4.0.block.3.1.bias" -> "200 features/4/0/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"198 features.4.0.block.3.1.running_mean" -> "200 features/4/0/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"199 features.4.0.block.3.1.running_var" -> "200 features/4/0/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"200 features/4/0/block/3/1/batch_norm/0" -> "202 features/4/1/block/0/0/conv2d/0" [label="(1, 80, 4, 4)", style=solid]; -"200 features/4/0/block/3/1/batch_norm/0" -> "234 features/4/1/add_/0" [label="(1, 80, 4, 4)", style=solid]; -"201 features.4.1.block.0.0.weight" -> "202 features/4/1/block/0/0/conv2d/0" [label="(480, 80, 1, 1)", style=solid]; -"202 features/4/1/block/0/0/conv2d/0" -> "207 features/4/1/block/0/1/batch_norm/0" [label="(1, 480, 4, 4)", style=solid]; -"203 features.4.1.block.0.1.weight" -> "207 features/4/1/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"204 features.4.1.block.0.1.bias" -> "207 features/4/1/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"205 features.4.1.block.0.1.running_mean" -> "207 features/4/1/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"206 features.4.1.block.0.1.running_var" -> "207 features/4/1/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"207 features/4/1/block/0/1/batch_norm/0" -> "208 features/4/1/block/0/2/silu/0" [label="(1, 480, 4, 4)", style=solid]; -"208 features/4/1/block/0/2/silu/0" -> "210 features/4/1/block/1/0/conv2d/0" [label="(1, 480, 4, 4)", style=solid]; -"209 features.4.1.block.1.0.weight" -> "210 features/4/1/block/1/0/conv2d/0" [label="(480, 1, 3, 3)", style=solid]; -"210 features/4/1/block/1/0/conv2d/0" -> "215 features/4/1/block/1/1/batch_norm/0" [label="(1, 480, 4, 4)", style=solid]; -"211 features.4.1.block.1.1.weight" -> "215 features/4/1/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"212 features.4.1.block.1.1.bias" -> "215 features/4/1/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"213 features.4.1.block.1.1.running_mean" -> "215 features/4/1/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"214 features.4.1.block.1.1.running_var" -> "215 features/4/1/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"215 features/4/1/block/1/1/batch_norm/0" -> "216 features/4/1/block/1/2/silu/0" [label="(1, 480, 4, 4)", style=solid]; -"216 features/4/1/block/1/2/silu/0" -> "217 features/4/1/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 480, 4, 4)", style=solid]; -"216 features/4/1/block/1/2/silu/0" -> "226 features/4/1/block/2/mul/0" [label="(1, 480, 4, 4)", style=solid]; -"217 features/4/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "220 features/4/1/block/2/fc1/conv2d/0" [label="(1, 480, 1, 1)", style=solid]; -"218 features.4.1.block.2.fc1.weight" -> "220 features/4/1/block/2/fc1/conv2d/0" [label="(20, 480, 1, 1)", style=solid]; -"219 features.4.1.block.2.fc1.bias" -> "220 features/4/1/block/2/fc1/conv2d/0" [label="(20,)", style=solid]; -"220 features/4/1/block/2/fc1/conv2d/0" -> "221 features/4/1/block/2/activation/silu/0" [label="(1, 20, 1, 1)", style=solid]; -"221 features/4/1/block/2/activation/silu/0" -> "224 features/4/1/block/2/fc2/conv2d/0" [label="(1, 20, 1, 1)", style=solid]; -"222 features.4.1.block.2.fc2.weight" -> "224 features/4/1/block/2/fc2/conv2d/0" [label="(480, 20, 1, 1)", style=solid]; -"223 features.4.1.block.2.fc2.bias" -> "224 features/4/1/block/2/fc2/conv2d/0" [label="(480,)", style=solid]; -"224 features/4/1/block/2/fc2/conv2d/0" -> "225 features/4/1/block/2/scale_activation/sigmoid/0" [label="(1, 480, 1, 1)", style=solid]; -"225 features/4/1/block/2/scale_activation/sigmoid/0" -> "226 features/4/1/block/2/mul/0" [label="(1, 480, 1, 1)", style=solid]; -"226 features/4/1/block/2/mul/0" -> "228 features/4/1/block/3/0/conv2d/0" [label="(1, 480, 4, 4)", style=solid]; -"227 features.4.1.block.3.0.weight" -> "228 features/4/1/block/3/0/conv2d/0" [label="(80, 480, 1, 1)", style=solid]; -"228 features/4/1/block/3/0/conv2d/0" -> "233 features/4/1/block/3/1/batch_norm/0" [label="(1, 80, 4, 4)", style=solid]; -"229 features.4.1.block.3.1.weight" -> "233 features/4/1/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"230 features.4.1.block.3.1.bias" -> "233 features/4/1/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"231 features.4.1.block.3.1.running_mean" -> "233 features/4/1/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"232 features.4.1.block.3.1.running_var" -> "233 features/4/1/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"233 features/4/1/block/3/1/batch_norm/0" -> "234 features/4/1/add_/0" [label="(1, 80, 4, 4)", style=solid]; -"234 features/4/1/add_/0" -> "236 features/4/2/block/0/0/conv2d/0" [label="(1, 80, 4, 4)", style=solid]; -"234 features/4/1/add_/0" -> "268 features/4/2/add_/0" [label="(1, 80, 4, 4)", style=solid]; -"235 features.4.2.block.0.0.weight" -> "236 features/4/2/block/0/0/conv2d/0" [label="(480, 80, 1, 1)", style=solid]; -"236 features/4/2/block/0/0/conv2d/0" -> "241 features/4/2/block/0/1/batch_norm/0" [label="(1, 480, 4, 4)", style=solid]; -"237 features.4.2.block.0.1.weight" -> "241 features/4/2/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"238 features.4.2.block.0.1.bias" -> "241 features/4/2/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"239 features.4.2.block.0.1.running_mean" -> "241 features/4/2/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"240 features.4.2.block.0.1.running_var" -> "241 features/4/2/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"241 features/4/2/block/0/1/batch_norm/0" -> "242 features/4/2/block/0/2/silu/0" [label="(1, 480, 4, 4)", style=solid]; -"242 features/4/2/block/0/2/silu/0" -> "244 features/4/2/block/1/0/conv2d/0" [label="(1, 480, 4, 4)", style=solid]; -"243 features.4.2.block.1.0.weight" -> "244 features/4/2/block/1/0/conv2d/0" [label="(480, 1, 3, 3)", style=solid]; -"244 features/4/2/block/1/0/conv2d/0" -> "249 features/4/2/block/1/1/batch_norm/0" [label="(1, 480, 4, 4)", style=solid]; -"245 features.4.2.block.1.1.weight" -> "249 features/4/2/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"246 features.4.2.block.1.1.bias" -> "249 features/4/2/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"247 features.4.2.block.1.1.running_mean" -> "249 features/4/2/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"248 features.4.2.block.1.1.running_var" -> "249 features/4/2/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"249 features/4/2/block/1/1/batch_norm/0" -> "250 features/4/2/block/1/2/silu/0" [label="(1, 480, 4, 4)", style=solid]; -"250 features/4/2/block/1/2/silu/0" -> "251 features/4/2/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 480, 4, 4)", style=solid]; -"250 features/4/2/block/1/2/silu/0" -> "260 features/4/2/block/2/mul/0" [label="(1, 480, 4, 4)", style=solid]; -"251 features/4/2/block/2/avgpool/adaptive_avg_pool2d/0" -> "254 features/4/2/block/2/fc1/conv2d/0" [label="(1, 480, 1, 1)", style=solid]; -"252 features.4.2.block.2.fc1.weight" -> "254 features/4/2/block/2/fc1/conv2d/0" [label="(20, 480, 1, 1)", style=solid]; -"253 features.4.2.block.2.fc1.bias" -> "254 features/4/2/block/2/fc1/conv2d/0" [label="(20,)", style=solid]; -"254 features/4/2/block/2/fc1/conv2d/0" -> "255 features/4/2/block/2/activation/silu/0" [label="(1, 20, 1, 1)", style=solid]; -"255 features/4/2/block/2/activation/silu/0" -> "258 features/4/2/block/2/fc2/conv2d/0" [label="(1, 20, 1, 1)", style=solid]; -"256 features.4.2.block.2.fc2.weight" -> "258 features/4/2/block/2/fc2/conv2d/0" [label="(480, 20, 1, 1)", style=solid]; -"257 features.4.2.block.2.fc2.bias" -> "258 features/4/2/block/2/fc2/conv2d/0" [label="(480,)", style=solid]; -"258 features/4/2/block/2/fc2/conv2d/0" -> "259 features/4/2/block/2/scale_activation/sigmoid/0" [label="(1, 480, 1, 1)", style=solid]; -"259 features/4/2/block/2/scale_activation/sigmoid/0" -> "260 features/4/2/block/2/mul/0" [label="(1, 480, 1, 1)", style=solid]; -"260 features/4/2/block/2/mul/0" -> "262 features/4/2/block/3/0/conv2d/0" [label="(1, 480, 4, 4)", style=solid]; -"261 features.4.2.block.3.0.weight" -> "262 features/4/2/block/3/0/conv2d/0" [label="(80, 480, 1, 1)", style=solid]; -"262 features/4/2/block/3/0/conv2d/0" -> "267 features/4/2/block/3/1/batch_norm/0" [label="(1, 80, 4, 4)", style=solid]; -"263 features.4.2.block.3.1.weight" -> "267 features/4/2/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"264 features.4.2.block.3.1.bias" -> "267 features/4/2/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"265 features.4.2.block.3.1.running_mean" -> "267 features/4/2/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"266 features.4.2.block.3.1.running_var" -> "267 features/4/2/block/3/1/batch_norm/0" [label="(80,)", style=solid]; -"267 features/4/2/block/3/1/batch_norm/0" -> "268 features/4/2/add_/0" [label="(1, 80, 4, 4)", style=solid]; -"268 features/4/2/add_/0" -> "270 features/5/0/block/0/0/conv2d/0" [label="(1, 80, 4, 4)", style=solid]; -"269 features.5.0.block.0.0.weight" -> "270 features/5/0/block/0/0/conv2d/0" [label="(480, 80, 1, 1)", style=solid]; -"270 features/5/0/block/0/0/conv2d/0" -> "275 features/5/0/block/0/1/batch_norm/0" [label="(1, 480, 4, 4)", style=solid]; -"271 features.5.0.block.0.1.weight" -> "275 features/5/0/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"272 features.5.0.block.0.1.bias" -> "275 features/5/0/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"273 features.5.0.block.0.1.running_mean" -> "275 features/5/0/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"274 features.5.0.block.0.1.running_var" -> "275 features/5/0/block/0/1/batch_norm/0" [label="(480,)", style=solid]; -"275 features/5/0/block/0/1/batch_norm/0" -> "276 features/5/0/block/0/2/silu/0" [label="(1, 480, 4, 4)", style=solid]; -"276 features/5/0/block/0/2/silu/0" -> "278 features/5/0/block/1/0/conv2d/0" [label="(1, 480, 4, 4)", style=solid]; -"277 features.5.0.block.1.0.weight" -> "278 features/5/0/block/1/0/conv2d/0" [label="(480, 1, 5, 5)", style=solid]; -"278 features/5/0/block/1/0/conv2d/0" -> "283 features/5/0/block/1/1/batch_norm/0" [label="(1, 480, 4, 4)", style=solid]; -"279 features.5.0.block.1.1.weight" -> "283 features/5/0/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"280 features.5.0.block.1.1.bias" -> "283 features/5/0/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"281 features.5.0.block.1.1.running_mean" -> "283 features/5/0/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"282 features.5.0.block.1.1.running_var" -> "283 features/5/0/block/1/1/batch_norm/0" [label="(480,)", style=solid]; -"283 features/5/0/block/1/1/batch_norm/0" -> "284 features/5/0/block/1/2/silu/0" [label="(1, 480, 4, 4)", style=solid]; -"284 features/5/0/block/1/2/silu/0" -> "285 features/5/0/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 480, 4, 4)", style=solid]; -"284 features/5/0/block/1/2/silu/0" -> "294 features/5/0/block/2/mul/0" [label="(1, 480, 4, 4)", style=solid]; -"285 features/5/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "288 features/5/0/block/2/fc1/conv2d/0" [label="(1, 480, 1, 1)", style=solid]; -"286 features.5.0.block.2.fc1.weight" -> "288 features/5/0/block/2/fc1/conv2d/0" [label="(20, 480, 1, 1)", style=solid]; -"287 features.5.0.block.2.fc1.bias" -> "288 features/5/0/block/2/fc1/conv2d/0" [label="(20,)", style=solid]; -"288 features/5/0/block/2/fc1/conv2d/0" -> "289 features/5/0/block/2/activation/silu/0" [label="(1, 20, 1, 1)", style=solid]; -"289 features/5/0/block/2/activation/silu/0" -> "292 features/5/0/block/2/fc2/conv2d/0" [label="(1, 20, 1, 1)", style=solid]; -"290 features.5.0.block.2.fc2.weight" -> "292 features/5/0/block/2/fc2/conv2d/0" [label="(480, 20, 1, 1)", style=solid]; -"291 features.5.0.block.2.fc2.bias" -> "292 features/5/0/block/2/fc2/conv2d/0" [label="(480,)", style=solid]; -"292 features/5/0/block/2/fc2/conv2d/0" -> "293 features/5/0/block/2/scale_activation/sigmoid/0" [label="(1, 480, 1, 1)", style=solid]; -"293 features/5/0/block/2/scale_activation/sigmoid/0" -> "294 features/5/0/block/2/mul/0" [label="(1, 480, 1, 1)", style=solid]; -"294 features/5/0/block/2/mul/0" -> "296 features/5/0/block/3/0/conv2d/0" [label="(1, 480, 4, 4)", style=solid]; -"295 features.5.0.block.3.0.weight" -> "296 features/5/0/block/3/0/conv2d/0" [label="(112, 480, 1, 1)", style=solid]; -"296 features/5/0/block/3/0/conv2d/0" -> "301 features/5/0/block/3/1/batch_norm/0" [label="(1, 112, 4, 4)", style=solid]; -"297 features.5.0.block.3.1.weight" -> "301 features/5/0/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"298 features.5.0.block.3.1.bias" -> "301 features/5/0/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"299 features.5.0.block.3.1.running_mean" -> "301 features/5/0/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"300 features.5.0.block.3.1.running_var" -> "301 features/5/0/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"301 features/5/0/block/3/1/batch_norm/0" -> "303 features/5/1/block/0/0/conv2d/0" [label="(1, 112, 4, 4)", style=solid]; -"301 features/5/0/block/3/1/batch_norm/0" -> "335 features/5/1/add_/0" [label="(1, 112, 4, 4)", style=solid]; -"302 features.5.1.block.0.0.weight" -> "303 features/5/1/block/0/0/conv2d/0" [label="(672, 112, 1, 1)", style=solid]; -"303 features/5/1/block/0/0/conv2d/0" -> "308 features/5/1/block/0/1/batch_norm/0" [label="(1, 672, 4, 4)", style=solid]; -"304 features.5.1.block.0.1.weight" -> "308 features/5/1/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"305 features.5.1.block.0.1.bias" -> "308 features/5/1/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"306 features.5.1.block.0.1.running_mean" -> "308 features/5/1/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"307 features.5.1.block.0.1.running_var" -> "308 features/5/1/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"308 features/5/1/block/0/1/batch_norm/0" -> "309 features/5/1/block/0/2/silu/0" [label="(1, 672, 4, 4)", style=solid]; -"309 features/5/1/block/0/2/silu/0" -> "311 features/5/1/block/1/0/conv2d/0" [label="(1, 672, 4, 4)", style=solid]; -"310 features.5.1.block.1.0.weight" -> "311 features/5/1/block/1/0/conv2d/0" [label="(672, 1, 5, 5)", style=solid]; -"311 features/5/1/block/1/0/conv2d/0" -> "316 features/5/1/block/1/1/batch_norm/0" [label="(1, 672, 4, 4)", style=solid]; -"312 features.5.1.block.1.1.weight" -> "316 features/5/1/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"313 features.5.1.block.1.1.bias" -> "316 features/5/1/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"314 features.5.1.block.1.1.running_mean" -> "316 features/5/1/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"315 features.5.1.block.1.1.running_var" -> "316 features/5/1/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"316 features/5/1/block/1/1/batch_norm/0" -> "317 features/5/1/block/1/2/silu/0" [label="(1, 672, 4, 4)", style=solid]; -"317 features/5/1/block/1/2/silu/0" -> "318 features/5/1/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 672, 4, 4)", style=solid]; -"317 features/5/1/block/1/2/silu/0" -> "327 features/5/1/block/2/mul/0" [label="(1, 672, 4, 4)", style=solid]; -"318 features/5/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "321 features/5/1/block/2/fc1/conv2d/0" [label="(1, 672, 1, 1)", style=solid]; -"319 features.5.1.block.2.fc1.weight" -> "321 features/5/1/block/2/fc1/conv2d/0" [label="(28, 672, 1, 1)", style=solid]; -"320 features.5.1.block.2.fc1.bias" -> "321 features/5/1/block/2/fc1/conv2d/0" [label="(28,)", style=solid]; -"321 features/5/1/block/2/fc1/conv2d/0" -> "322 features/5/1/block/2/activation/silu/0" [label="(1, 28, 1, 1)", style=solid]; -"322 features/5/1/block/2/activation/silu/0" -> "325 features/5/1/block/2/fc2/conv2d/0" [label="(1, 28, 1, 1)", style=solid]; -"323 features.5.1.block.2.fc2.weight" -> "325 features/5/1/block/2/fc2/conv2d/0" [label="(672, 28, 1, 1)", style=solid]; -"324 features.5.1.block.2.fc2.bias" -> "325 features/5/1/block/2/fc2/conv2d/0" [label="(672,)", style=solid]; -"325 features/5/1/block/2/fc2/conv2d/0" -> "326 features/5/1/block/2/scale_activation/sigmoid/0" [label="(1, 672, 1, 1)", style=solid]; -"326 features/5/1/block/2/scale_activation/sigmoid/0" -> "327 features/5/1/block/2/mul/0" [label="(1, 672, 1, 1)", style=solid]; -"327 features/5/1/block/2/mul/0" -> "329 features/5/1/block/3/0/conv2d/0" [label="(1, 672, 4, 4)", style=solid]; -"328 features.5.1.block.3.0.weight" -> "329 features/5/1/block/3/0/conv2d/0" [label="(112, 672, 1, 1)", style=solid]; -"329 features/5/1/block/3/0/conv2d/0" -> "334 features/5/1/block/3/1/batch_norm/0" [label="(1, 112, 4, 4)", style=solid]; -"330 features.5.1.block.3.1.weight" -> "334 features/5/1/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"331 features.5.1.block.3.1.bias" -> "334 features/5/1/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"332 features.5.1.block.3.1.running_mean" -> "334 features/5/1/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"333 features.5.1.block.3.1.running_var" -> "334 features/5/1/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"334 features/5/1/block/3/1/batch_norm/0" -> "335 features/5/1/add_/0" [label="(1, 112, 4, 4)", style=solid]; -"335 features/5/1/add_/0" -> "337 features/5/2/block/0/0/conv2d/0" [label="(1, 112, 4, 4)", style=solid]; -"335 features/5/1/add_/0" -> "369 features/5/2/add_/0" [label="(1, 112, 4, 4)", style=solid]; -"336 features.5.2.block.0.0.weight" -> "337 features/5/2/block/0/0/conv2d/0" [label="(672, 112, 1, 1)", style=solid]; -"337 features/5/2/block/0/0/conv2d/0" -> "342 features/5/2/block/0/1/batch_norm/0" [label="(1, 672, 4, 4)", style=solid]; -"338 features.5.2.block.0.1.weight" -> "342 features/5/2/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"339 features.5.2.block.0.1.bias" -> "342 features/5/2/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"340 features.5.2.block.0.1.running_mean" -> "342 features/5/2/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"341 features.5.2.block.0.1.running_var" -> "342 features/5/2/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"342 features/5/2/block/0/1/batch_norm/0" -> "343 features/5/2/block/0/2/silu/0" [label="(1, 672, 4, 4)", style=solid]; -"343 features/5/2/block/0/2/silu/0" -> "345 features/5/2/block/1/0/conv2d/0" [label="(1, 672, 4, 4)", style=solid]; -"344 features.5.2.block.1.0.weight" -> "345 features/5/2/block/1/0/conv2d/0" [label="(672, 1, 5, 5)", style=solid]; -"345 features/5/2/block/1/0/conv2d/0" -> "350 features/5/2/block/1/1/batch_norm/0" [label="(1, 672, 4, 4)", style=solid]; -"346 features.5.2.block.1.1.weight" -> "350 features/5/2/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"347 features.5.2.block.1.1.bias" -> "350 features/5/2/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"348 features.5.2.block.1.1.running_mean" -> "350 features/5/2/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"349 features.5.2.block.1.1.running_var" -> "350 features/5/2/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"350 features/5/2/block/1/1/batch_norm/0" -> "351 features/5/2/block/1/2/silu/0" [label="(1, 672, 4, 4)", style=solid]; -"351 features/5/2/block/1/2/silu/0" -> "352 features/5/2/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 672, 4, 4)", style=solid]; -"351 features/5/2/block/1/2/silu/0" -> "361 features/5/2/block/2/mul/0" [label="(1, 672, 4, 4)", style=solid]; -"352 features/5/2/block/2/avgpool/adaptive_avg_pool2d/0" -> "355 features/5/2/block/2/fc1/conv2d/0" [label="(1, 672, 1, 1)", style=solid]; -"353 features.5.2.block.2.fc1.weight" -> "355 features/5/2/block/2/fc1/conv2d/0" [label="(28, 672, 1, 1)", style=solid]; -"354 features.5.2.block.2.fc1.bias" -> "355 features/5/2/block/2/fc1/conv2d/0" [label="(28,)", style=solid]; -"355 features/5/2/block/2/fc1/conv2d/0" -> "356 features/5/2/block/2/activation/silu/0" [label="(1, 28, 1, 1)", style=solid]; -"356 features/5/2/block/2/activation/silu/0" -> "359 features/5/2/block/2/fc2/conv2d/0" [label="(1, 28, 1, 1)", style=solid]; -"357 features.5.2.block.2.fc2.weight" -> "359 features/5/2/block/2/fc2/conv2d/0" [label="(672, 28, 1, 1)", style=solid]; -"358 features.5.2.block.2.fc2.bias" -> "359 features/5/2/block/2/fc2/conv2d/0" [label="(672,)", style=solid]; -"359 features/5/2/block/2/fc2/conv2d/0" -> "360 features/5/2/block/2/scale_activation/sigmoid/0" [label="(1, 672, 1, 1)", style=solid]; -"360 features/5/2/block/2/scale_activation/sigmoid/0" -> "361 features/5/2/block/2/mul/0" [label="(1, 672, 1, 1)", style=solid]; -"361 features/5/2/block/2/mul/0" -> "363 features/5/2/block/3/0/conv2d/0" [label="(1, 672, 4, 4)", style=solid]; -"362 features.5.2.block.3.0.weight" -> "363 features/5/2/block/3/0/conv2d/0" [label="(112, 672, 1, 1)", style=solid]; -"363 features/5/2/block/3/0/conv2d/0" -> "368 features/5/2/block/3/1/batch_norm/0" [label="(1, 112, 4, 4)", style=solid]; -"364 features.5.2.block.3.1.weight" -> "368 features/5/2/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"365 features.5.2.block.3.1.bias" -> "368 features/5/2/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"366 features.5.2.block.3.1.running_mean" -> "368 features/5/2/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"367 features.5.2.block.3.1.running_var" -> "368 features/5/2/block/3/1/batch_norm/0" [label="(112,)", style=solid]; -"368 features/5/2/block/3/1/batch_norm/0" -> "369 features/5/2/add_/0" [label="(1, 112, 4, 4)", style=solid]; -"369 features/5/2/add_/0" -> "371 features/6/0/block/0/0/conv2d/0" [label="(1, 112, 4, 4)", style=solid]; -"370 features.6.0.block.0.0.weight" -> "371 features/6/0/block/0/0/conv2d/0" [label="(672, 112, 1, 1)", style=solid]; -"371 features/6/0/block/0/0/conv2d/0" -> "376 features/6/0/block/0/1/batch_norm/0" [label="(1, 672, 4, 4)", style=solid]; -"372 features.6.0.block.0.1.weight" -> "376 features/6/0/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"373 features.6.0.block.0.1.bias" -> "376 features/6/0/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"374 features.6.0.block.0.1.running_mean" -> "376 features/6/0/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"375 features.6.0.block.0.1.running_var" -> "376 features/6/0/block/0/1/batch_norm/0" [label="(672,)", style=solid]; -"376 features/6/0/block/0/1/batch_norm/0" -> "377 features/6/0/block/0/2/silu/0" [label="(1, 672, 4, 4)", style=solid]; -"377 features/6/0/block/0/2/silu/0" -> "379 features/6/0/block/1/0/conv2d/0" [label="(1, 672, 4, 4)", style=solid]; -"378 features.6.0.block.1.0.weight" -> "379 features/6/0/block/1/0/conv2d/0" [label="(672, 1, 5, 5)", style=solid]; -"379 features/6/0/block/1/0/conv2d/0" -> "384 features/6/0/block/1/1/batch_norm/0" [label="(1, 672, 2, 2)", style=solid]; -"380 features.6.0.block.1.1.weight" -> "384 features/6/0/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"381 features.6.0.block.1.1.bias" -> "384 features/6/0/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"382 features.6.0.block.1.1.running_mean" -> "384 features/6/0/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"383 features.6.0.block.1.1.running_var" -> "384 features/6/0/block/1/1/batch_norm/0" [label="(672,)", style=solid]; -"384 features/6/0/block/1/1/batch_norm/0" -> "385 features/6/0/block/1/2/silu/0" [label="(1, 672, 2, 2)", style=solid]; -"385 features/6/0/block/1/2/silu/0" -> "386 features/6/0/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 672, 2, 2)", style=solid]; -"385 features/6/0/block/1/2/silu/0" -> "395 features/6/0/block/2/mul/0" [label="(1, 672, 2, 2)", style=solid]; -"386 features/6/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "389 features/6/0/block/2/fc1/conv2d/0" [label="(1, 672, 1, 1)", style=solid]; -"387 features.6.0.block.2.fc1.weight" -> "389 features/6/0/block/2/fc1/conv2d/0" [label="(28, 672, 1, 1)", style=solid]; -"388 features.6.0.block.2.fc1.bias" -> "389 features/6/0/block/2/fc1/conv2d/0" [label="(28,)", style=solid]; -"389 features/6/0/block/2/fc1/conv2d/0" -> "390 features/6/0/block/2/activation/silu/0" [label="(1, 28, 1, 1)", style=solid]; -"390 features/6/0/block/2/activation/silu/0" -> "393 features/6/0/block/2/fc2/conv2d/0" [label="(1, 28, 1, 1)", style=solid]; -"391 features.6.0.block.2.fc2.weight" -> "393 features/6/0/block/2/fc2/conv2d/0" [label="(672, 28, 1, 1)", style=solid]; -"392 features.6.0.block.2.fc2.bias" -> "393 features/6/0/block/2/fc2/conv2d/0" [label="(672,)", style=solid]; -"393 features/6/0/block/2/fc2/conv2d/0" -> "394 features/6/0/block/2/scale_activation/sigmoid/0" [label="(1, 672, 1, 1)", style=solid]; -"394 features/6/0/block/2/scale_activation/sigmoid/0" -> "395 features/6/0/block/2/mul/0" [label="(1, 672, 1, 1)", style=solid]; -"395 features/6/0/block/2/mul/0" -> "397 features/6/0/block/3/0/conv2d/0" [label="(1, 672, 2, 2)", style=solid]; -"396 features.6.0.block.3.0.weight" -> "397 features/6/0/block/3/0/conv2d/0" [label="(192, 672, 1, 1)", style=solid]; -"397 features/6/0/block/3/0/conv2d/0" -> "402 features/6/0/block/3/1/batch_norm/0" [label="(1, 192, 2, 2)", style=solid]; -"398 features.6.0.block.3.1.weight" -> "402 features/6/0/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"399 features.6.0.block.3.1.bias" -> "402 features/6/0/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"400 features.6.0.block.3.1.running_mean" -> "402 features/6/0/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"401 features.6.0.block.3.1.running_var" -> "402 features/6/0/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"402 features/6/0/block/3/1/batch_norm/0" -> "404 features/6/1/block/0/0/conv2d/0" [label="(1, 192, 2, 2)", style=solid]; -"402 features/6/0/block/3/1/batch_norm/0" -> "436 features/6/1/add_/0" [label="(1, 192, 2, 2)", style=solid]; -"403 features.6.1.block.0.0.weight" -> "404 features/6/1/block/0/0/conv2d/0" [label="(1152, 192, 1, 1)", style=solid]; -"404 features/6/1/block/0/0/conv2d/0" -> "409 features/6/1/block/0/1/batch_norm/0" [label="(1, 1152, 2, 2)", style=solid]; -"405 features.6.1.block.0.1.weight" -> "409 features/6/1/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"406 features.6.1.block.0.1.bias" -> "409 features/6/1/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"407 features.6.1.block.0.1.running_mean" -> "409 features/6/1/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"408 features.6.1.block.0.1.running_var" -> "409 features/6/1/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"409 features/6/1/block/0/1/batch_norm/0" -> "410 features/6/1/block/0/2/silu/0" [label="(1, 1152, 2, 2)", style=solid]; -"410 features/6/1/block/0/2/silu/0" -> "412 features/6/1/block/1/0/conv2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"411 features.6.1.block.1.0.weight" -> "412 features/6/1/block/1/0/conv2d/0" [label="(1152, 1, 5, 5)", style=solid]; -"412 features/6/1/block/1/0/conv2d/0" -> "417 features/6/1/block/1/1/batch_norm/0" [label="(1, 1152, 2, 2)", style=solid]; -"413 features.6.1.block.1.1.weight" -> "417 features/6/1/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"414 features.6.1.block.1.1.bias" -> "417 features/6/1/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"415 features.6.1.block.1.1.running_mean" -> "417 features/6/1/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"416 features.6.1.block.1.1.running_var" -> "417 features/6/1/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"417 features/6/1/block/1/1/batch_norm/0" -> "418 features/6/1/block/1/2/silu/0" [label="(1, 1152, 2, 2)", style=solid]; -"418 features/6/1/block/1/2/silu/0" -> "419 features/6/1/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"418 features/6/1/block/1/2/silu/0" -> "428 features/6/1/block/2/mul/0" [label="(1, 1152, 2, 2)", style=solid]; -"419 features/6/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "422 features/6/1/block/2/fc1/conv2d/0" [label="(1, 1152, 1, 1)", style=solid]; -"420 features.6.1.block.2.fc1.weight" -> "422 features/6/1/block/2/fc1/conv2d/0" [label="(48, 1152, 1, 1)", style=solid]; -"421 features.6.1.block.2.fc1.bias" -> "422 features/6/1/block/2/fc1/conv2d/0" [label="(48,)", style=solid]; -"422 features/6/1/block/2/fc1/conv2d/0" -> "423 features/6/1/block/2/activation/silu/0" [label="(1, 48, 1, 1)", style=solid]; -"423 features/6/1/block/2/activation/silu/0" -> "426 features/6/1/block/2/fc2/conv2d/0" [label="(1, 48, 1, 1)", style=solid]; -"424 features.6.1.block.2.fc2.weight" -> "426 features/6/1/block/2/fc2/conv2d/0" [label="(1152, 48, 1, 1)", style=solid]; -"425 features.6.1.block.2.fc2.bias" -> "426 features/6/1/block/2/fc2/conv2d/0" [label="(1152,)", style=solid]; -"426 features/6/1/block/2/fc2/conv2d/0" -> "427 features/6/1/block/2/scale_activation/sigmoid/0" [label="(1, 1152, 1, 1)", style=solid]; -"427 features/6/1/block/2/scale_activation/sigmoid/0" -> "428 features/6/1/block/2/mul/0" [label="(1, 1152, 1, 1)", style=solid]; -"428 features/6/1/block/2/mul/0" -> "430 features/6/1/block/3/0/conv2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"429 features.6.1.block.3.0.weight" -> "430 features/6/1/block/3/0/conv2d/0" [label="(192, 1152, 1, 1)", style=solid]; -"430 features/6/1/block/3/0/conv2d/0" -> "435 features/6/1/block/3/1/batch_norm/0" [label="(1, 192, 2, 2)", style=solid]; -"431 features.6.1.block.3.1.weight" -> "435 features/6/1/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"432 features.6.1.block.3.1.bias" -> "435 features/6/1/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"433 features.6.1.block.3.1.running_mean" -> "435 features/6/1/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"434 features.6.1.block.3.1.running_var" -> "435 features/6/1/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"435 features/6/1/block/3/1/batch_norm/0" -> "436 features/6/1/add_/0" [label="(1, 192, 2, 2)", style=solid]; -"436 features/6/1/add_/0" -> "438 features/6/2/block/0/0/conv2d/0" [label="(1, 192, 2, 2)", style=solid]; -"436 features/6/1/add_/0" -> "470 features/6/2/add_/0" [label="(1, 192, 2, 2)", style=solid]; -"437 features.6.2.block.0.0.weight" -> "438 features/6/2/block/0/0/conv2d/0" [label="(1152, 192, 1, 1)", style=solid]; -"438 features/6/2/block/0/0/conv2d/0" -> "443 features/6/2/block/0/1/batch_norm/0" [label="(1, 1152, 2, 2)", style=solid]; -"439 features.6.2.block.0.1.weight" -> "443 features/6/2/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"440 features.6.2.block.0.1.bias" -> "443 features/6/2/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"441 features.6.2.block.0.1.running_mean" -> "443 features/6/2/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"442 features.6.2.block.0.1.running_var" -> "443 features/6/2/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"443 features/6/2/block/0/1/batch_norm/0" -> "444 features/6/2/block/0/2/silu/0" [label="(1, 1152, 2, 2)", style=solid]; -"444 features/6/2/block/0/2/silu/0" -> "446 features/6/2/block/1/0/conv2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"445 features.6.2.block.1.0.weight" -> "446 features/6/2/block/1/0/conv2d/0" [label="(1152, 1, 5, 5)", style=solid]; -"446 features/6/2/block/1/0/conv2d/0" -> "451 features/6/2/block/1/1/batch_norm/0" [label="(1, 1152, 2, 2)", style=solid]; -"447 features.6.2.block.1.1.weight" -> "451 features/6/2/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"448 features.6.2.block.1.1.bias" -> "451 features/6/2/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"449 features.6.2.block.1.1.running_mean" -> "451 features/6/2/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"450 features.6.2.block.1.1.running_var" -> "451 features/6/2/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"451 features/6/2/block/1/1/batch_norm/0" -> "452 features/6/2/block/1/2/silu/0" [label="(1, 1152, 2, 2)", style=solid]; -"452 features/6/2/block/1/2/silu/0" -> "453 features/6/2/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"452 features/6/2/block/1/2/silu/0" -> "462 features/6/2/block/2/mul/0" [label="(1, 1152, 2, 2)", style=solid]; -"453 features/6/2/block/2/avgpool/adaptive_avg_pool2d/0" -> "456 features/6/2/block/2/fc1/conv2d/0" [label="(1, 1152, 1, 1)", style=solid]; -"454 features.6.2.block.2.fc1.weight" -> "456 features/6/2/block/2/fc1/conv2d/0" [label="(48, 1152, 1, 1)", style=solid]; -"455 features.6.2.block.2.fc1.bias" -> "456 features/6/2/block/2/fc1/conv2d/0" [label="(48,)", style=solid]; -"456 features/6/2/block/2/fc1/conv2d/0" -> "457 features/6/2/block/2/activation/silu/0" [label="(1, 48, 1, 1)", style=solid]; -"457 features/6/2/block/2/activation/silu/0" -> "460 features/6/2/block/2/fc2/conv2d/0" [label="(1, 48, 1, 1)", style=solid]; -"458 features.6.2.block.2.fc2.weight" -> "460 features/6/2/block/2/fc2/conv2d/0" [label="(1152, 48, 1, 1)", style=solid]; -"459 features.6.2.block.2.fc2.bias" -> "460 features/6/2/block/2/fc2/conv2d/0" [label="(1152,)", style=solid]; -"460 features/6/2/block/2/fc2/conv2d/0" -> "461 features/6/2/block/2/scale_activation/sigmoid/0" [label="(1, 1152, 1, 1)", style=solid]; -"461 features/6/2/block/2/scale_activation/sigmoid/0" -> "462 features/6/2/block/2/mul/0" [label="(1, 1152, 1, 1)", style=solid]; -"462 features/6/2/block/2/mul/0" -> "464 features/6/2/block/3/0/conv2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"463 features.6.2.block.3.0.weight" -> "464 features/6/2/block/3/0/conv2d/0" [label="(192, 1152, 1, 1)", style=solid]; -"464 features/6/2/block/3/0/conv2d/0" -> "469 features/6/2/block/3/1/batch_norm/0" [label="(1, 192, 2, 2)", style=solid]; -"465 features.6.2.block.3.1.weight" -> "469 features/6/2/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"466 features.6.2.block.3.1.bias" -> "469 features/6/2/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"467 features.6.2.block.3.1.running_mean" -> "469 features/6/2/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"468 features.6.2.block.3.1.running_var" -> "469 features/6/2/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"469 features/6/2/block/3/1/batch_norm/0" -> "470 features/6/2/add_/0" [label="(1, 192, 2, 2)", style=solid]; -"470 features/6/2/add_/0" -> "472 features/6/3/block/0/0/conv2d/0" [label="(1, 192, 2, 2)", style=solid]; -"470 features/6/2/add_/0" -> "504 features/6/3/add_/0" [label="(1, 192, 2, 2)", style=solid]; -"471 features.6.3.block.0.0.weight" -> "472 features/6/3/block/0/0/conv2d/0" [label="(1152, 192, 1, 1)", style=solid]; -"472 features/6/3/block/0/0/conv2d/0" -> "477 features/6/3/block/0/1/batch_norm/0" [label="(1, 1152, 2, 2)", style=solid]; -"473 features.6.3.block.0.1.weight" -> "477 features/6/3/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"474 features.6.3.block.0.1.bias" -> "477 features/6/3/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"475 features.6.3.block.0.1.running_mean" -> "477 features/6/3/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"476 features.6.3.block.0.1.running_var" -> "477 features/6/3/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"477 features/6/3/block/0/1/batch_norm/0" -> "478 features/6/3/block/0/2/silu/0" [label="(1, 1152, 2, 2)", style=solid]; -"478 features/6/3/block/0/2/silu/0" -> "480 features/6/3/block/1/0/conv2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"479 features.6.3.block.1.0.weight" -> "480 features/6/3/block/1/0/conv2d/0" [label="(1152, 1, 5, 5)", style=solid]; -"480 features/6/3/block/1/0/conv2d/0" -> "485 features/6/3/block/1/1/batch_norm/0" [label="(1, 1152, 2, 2)", style=solid]; -"481 features.6.3.block.1.1.weight" -> "485 features/6/3/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"482 features.6.3.block.1.1.bias" -> "485 features/6/3/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"483 features.6.3.block.1.1.running_mean" -> "485 features/6/3/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"484 features.6.3.block.1.1.running_var" -> "485 features/6/3/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"485 features/6/3/block/1/1/batch_norm/0" -> "486 features/6/3/block/1/2/silu/0" [label="(1, 1152, 2, 2)", style=solid]; -"486 features/6/3/block/1/2/silu/0" -> "487 features/6/3/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"486 features/6/3/block/1/2/silu/0" -> "496 features/6/3/block/2/mul/0" [label="(1, 1152, 2, 2)", style=solid]; -"487 features/6/3/block/2/avgpool/adaptive_avg_pool2d/0" -> "490 features/6/3/block/2/fc1/conv2d/0" [label="(1, 1152, 1, 1)", style=solid]; -"488 features.6.3.block.2.fc1.weight" -> "490 features/6/3/block/2/fc1/conv2d/0" [label="(48, 1152, 1, 1)", style=solid]; -"489 features.6.3.block.2.fc1.bias" -> "490 features/6/3/block/2/fc1/conv2d/0" [label="(48,)", style=solid]; -"490 features/6/3/block/2/fc1/conv2d/0" -> "491 features/6/3/block/2/activation/silu/0" [label="(1, 48, 1, 1)", style=solid]; -"491 features/6/3/block/2/activation/silu/0" -> "494 features/6/3/block/2/fc2/conv2d/0" [label="(1, 48, 1, 1)", style=solid]; -"492 features.6.3.block.2.fc2.weight" -> "494 features/6/3/block/2/fc2/conv2d/0" [label="(1152, 48, 1, 1)", style=solid]; -"493 features.6.3.block.2.fc2.bias" -> "494 features/6/3/block/2/fc2/conv2d/0" [label="(1152,)", style=solid]; -"494 features/6/3/block/2/fc2/conv2d/0" -> "495 features/6/3/block/2/scale_activation/sigmoid/0" [label="(1, 1152, 1, 1)", style=solid]; -"495 features/6/3/block/2/scale_activation/sigmoid/0" -> "496 features/6/3/block/2/mul/0" [label="(1, 1152, 1, 1)", style=solid]; -"496 features/6/3/block/2/mul/0" -> "498 features/6/3/block/3/0/conv2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"497 features.6.3.block.3.0.weight" -> "498 features/6/3/block/3/0/conv2d/0" [label="(192, 1152, 1, 1)", style=solid]; -"498 features/6/3/block/3/0/conv2d/0" -> "503 features/6/3/block/3/1/batch_norm/0" [label="(1, 192, 2, 2)", style=solid]; -"499 features.6.3.block.3.1.weight" -> "503 features/6/3/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"500 features.6.3.block.3.1.bias" -> "503 features/6/3/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"501 features.6.3.block.3.1.running_mean" -> "503 features/6/3/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"502 features.6.3.block.3.1.running_var" -> "503 features/6/3/block/3/1/batch_norm/0" [label="(192,)", style=solid]; -"503 features/6/3/block/3/1/batch_norm/0" -> "504 features/6/3/add_/0" [label="(1, 192, 2, 2)", style=solid]; -"504 features/6/3/add_/0" -> "506 features/7/0/block/0/0/conv2d/0" [label="(1, 192, 2, 2)", style=solid]; -"505 features.7.0.block.0.0.weight" -> "506 features/7/0/block/0/0/conv2d/0" [label="(1152, 192, 1, 1)", style=solid]; -"506 features/7/0/block/0/0/conv2d/0" -> "511 features/7/0/block/0/1/batch_norm/0" [label="(1, 1152, 2, 2)", style=solid]; -"507 features.7.0.block.0.1.weight" -> "511 features/7/0/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"508 features.7.0.block.0.1.bias" -> "511 features/7/0/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"509 features.7.0.block.0.1.running_mean" -> "511 features/7/0/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"510 features.7.0.block.0.1.running_var" -> "511 features/7/0/block/0/1/batch_norm/0" [label="(1152,)", style=solid]; -"511 features/7/0/block/0/1/batch_norm/0" -> "512 features/7/0/block/0/2/silu/0" [label="(1, 1152, 2, 2)", style=solid]; -"512 features/7/0/block/0/2/silu/0" -> "514 features/7/0/block/1/0/conv2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"513 features.7.0.block.1.0.weight" -> "514 features/7/0/block/1/0/conv2d/0" [label="(1152, 1, 3, 3)", style=solid]; -"514 features/7/0/block/1/0/conv2d/0" -> "519 features/7/0/block/1/1/batch_norm/0" [label="(1, 1152, 2, 2)", style=solid]; -"515 features.7.0.block.1.1.weight" -> "519 features/7/0/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"516 features.7.0.block.1.1.bias" -> "519 features/7/0/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"517 features.7.0.block.1.1.running_mean" -> "519 features/7/0/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"518 features.7.0.block.1.1.running_var" -> "519 features/7/0/block/1/1/batch_norm/0" [label="(1152,)", style=solid]; -"519 features/7/0/block/1/1/batch_norm/0" -> "520 features/7/0/block/1/2/silu/0" [label="(1, 1152, 2, 2)", style=solid]; -"520 features/7/0/block/1/2/silu/0" -> "521 features/7/0/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"520 features/7/0/block/1/2/silu/0" -> "530 features/7/0/block/2/mul/0" [label="(1, 1152, 2, 2)", style=solid]; -"521 features/7/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "524 features/7/0/block/2/fc1/conv2d/0" [label="(1, 1152, 1, 1)", style=solid]; -"522 features.7.0.block.2.fc1.weight" -> "524 features/7/0/block/2/fc1/conv2d/0" [label="(48, 1152, 1, 1)", style=solid]; -"523 features.7.0.block.2.fc1.bias" -> "524 features/7/0/block/2/fc1/conv2d/0" [label="(48,)", style=solid]; -"524 features/7/0/block/2/fc1/conv2d/0" -> "525 features/7/0/block/2/activation/silu/0" [label="(1, 48, 1, 1)", style=solid]; -"525 features/7/0/block/2/activation/silu/0" -> "528 features/7/0/block/2/fc2/conv2d/0" [label="(1, 48, 1, 1)", style=solid]; -"526 features.7.0.block.2.fc2.weight" -> "528 features/7/0/block/2/fc2/conv2d/0" [label="(1152, 48, 1, 1)", style=solid]; -"527 features.7.0.block.2.fc2.bias" -> "528 features/7/0/block/2/fc2/conv2d/0" [label="(1152,)", style=solid]; -"528 features/7/0/block/2/fc2/conv2d/0" -> "529 features/7/0/block/2/scale_activation/sigmoid/0" [label="(1, 1152, 1, 1)", style=solid]; -"529 features/7/0/block/2/scale_activation/sigmoid/0" -> "530 features/7/0/block/2/mul/0" [label="(1, 1152, 1, 1)", style=solid]; -"530 features/7/0/block/2/mul/0" -> "532 features/7/0/block/3/0/conv2d/0" [label="(1, 1152, 2, 2)", style=solid]; -"531 features.7.0.block.3.0.weight" -> "532 features/7/0/block/3/0/conv2d/0" [label="(320, 1152, 1, 1)", style=solid]; -"532 features/7/0/block/3/0/conv2d/0" -> "537 features/7/0/block/3/1/batch_norm/0" [label="(1, 320, 2, 2)", style=solid]; -"533 features.7.0.block.3.1.weight" -> "537 features/7/0/block/3/1/batch_norm/0" [label="(320,)", style=solid]; -"534 features.7.0.block.3.1.bias" -> "537 features/7/0/block/3/1/batch_norm/0" [label="(320,)", style=solid]; -"535 features.7.0.block.3.1.running_mean" -> "537 features/7/0/block/3/1/batch_norm/0" [label="(320,)", style=solid]; -"536 features.7.0.block.3.1.running_var" -> "537 features/7/0/block/3/1/batch_norm/0" [label="(320,)", style=solid]; -"537 features/7/0/block/3/1/batch_norm/0" -> "539 features/8/0/conv2d/0" [label="(1, 320, 2, 2)", style=solid]; -"538 features.8.0.weight" -> "539 features/8/0/conv2d/0" [label="(1280, 320, 1, 1)", style=solid]; -"539 features/8/0/conv2d/0" -> "544 features/8/1/batch_norm/0" [label="(1, 1280, 2, 2)", style=solid]; -"540 features.8.1.weight" -> "544 features/8/1/batch_norm/0" [label="(1280,)", style=solid]; -"541 features.8.1.bias" -> "544 features/8/1/batch_norm/0" [label="(1280,)", style=solid]; -"542 features.8.1.running_mean" -> "544 features/8/1/batch_norm/0" [label="(1280,)", style=solid]; -"543 features.8.1.running_var" -> "544 features/8/1/batch_norm/0" [label="(1280,)", style=solid]; -"544 features/8/1/batch_norm/0" -> "545 features/8/2/silu/0" [label="(1, 1280, 2, 2)", style=solid]; -"545 features/8/2/silu/0" -> "546 avgpool/adaptive_avg_pool2d/0" [label="(1, 1280, 2, 2)", style=solid]; -"546 avgpool/adaptive_avg_pool2d/0" -> "547 /flatten/0" [label="(1, 1280, 1, 1)", style=solid]; -"547 /flatten/0" -> "548 classifier/0/dropout/0" [label="(1, 1280)", style=solid]; -"548 classifier/0/dropout/0" -> "551 classifier/1/linear/0" [label="(1, 1280)", style=solid]; -"549 classifier.1.weight" -> "551 classifier/1/linear/0" [label="(1000, 1280)", style=solid]; -"550 classifier.1.bias" -> "551 classifier/1/linear/0" [label="(1000,)", style=solid]; -"551 classifier/1/linear/0" -> "552 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"features.0.0.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/0/conv2d/0" [id=2, metatype=PTConv2dMetatype, type=conv2d]; +"features.0.1.weight" [id=3, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.bias" [id=4, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.running_mean" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.running_var" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/1/batch_norm/0" [id=7, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/0/2/silu/0" [id=8, metatype=PTSILUMetatype, type=silu]; +"features.1.0.block.0.0.weight" [id=9, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/0/0/conv2d/0" [id=10, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.1.0.block.0.1.weight" [id=11, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.0.1.bias" [id=12, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.0.1.running_mean" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.0.1.running_var" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/0/1/batch_norm/0" [id=15, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/1/0/block/0/2/silu/0" [id=16, metatype=PTSILUMetatype, type=silu]; +"features/1/0/block/1/avgpool/adaptive_avg_pool2d/0" [id=17, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.1.0.block.1.fc1.weight" [id=18, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.1.fc1.bias" [id=19, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/1/fc1/conv2d/0" [id=20, metatype=PTConv2dMetatype, type=conv2d]; +"features/1/0/block/1/activation/silu/0" [id=21, metatype=PTSILUMetatype, type=silu]; +"features.1.0.block.1.fc2.weight" [id=22, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.1.fc2.bias" [id=23, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/1/fc2/conv2d/0" [id=24, metatype=PTConv2dMetatype, type=conv2d]; +"features/1/0/block/1/scale_activation/sigmoid/0" [id=25, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/1/0/block/1/mul/0" [id=26, metatype=PTMulMetatype, type=mul]; +"features.1.0.block.2.0.weight" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/2/0/conv2d/0" [id=28, metatype=PTConv2dMetatype, type=conv2d]; +"features.1.0.block.2.1.weight" [id=29, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.2.1.bias" [id=30, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.2.1.running_mean" [id=31, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.block.2.1.running_var" [id=32, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/block/2/1/batch_norm/0" [id=33, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.2.0.block.0.0.weight" [id=34, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/0/block/0/0/conv2d/0" [id=35, metatype=PTConv2dMetatype, type=conv2d]; +"features.2.0.block.0.1.weight" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.0.1.bias" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.0.1.running_mean" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.0.1.running_var" [id=39, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/0/block/0/1/batch_norm/0" [id=40, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/2/0/block/0/2/silu/0" [id=41, metatype=PTSILUMetatype, type=silu]; +"features.2.0.block.1.0.weight" [id=42, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/0/block/1/0/conv2d/0" [id=43, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.2.0.block.1.1.weight" [id=44, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.1.1.bias" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.1.1.running_mean" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.1.1.running_var" [id=47, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/0/block/1/1/batch_norm/0" [id=48, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/2/0/block/1/2/silu/0" [id=49, metatype=PTSILUMetatype, type=silu]; +"features/2/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=50, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.2.0.block.2.fc1.weight" [id=51, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.2.fc1.bias" [id=52, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/0/block/2/fc1/conv2d/0" [id=53, metatype=PTConv2dMetatype, type=conv2d]; +"features/2/0/block/2/activation/silu/0" [id=54, metatype=PTSILUMetatype, type=silu]; +"features.2.0.block.2.fc2.weight" [id=55, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.2.fc2.bias" [id=56, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/0/block/2/fc2/conv2d/0" [id=57, metatype=PTConv2dMetatype, type=conv2d]; +"features/2/0/block/2/scale_activation/sigmoid/0" [id=58, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/2/0/block/2/mul/0" [id=59, metatype=PTMulMetatype, type=mul]; +"features.2.0.block.3.0.weight" [id=60, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/0/block/3/0/conv2d/0" [id=61, metatype=PTConv2dMetatype, type=conv2d]; +"features.2.0.block.3.1.weight" [id=62, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.3.1.bias" [id=63, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.3.1.running_mean" [id=64, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.0.block.3.1.running_var" [id=65, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/0/block/3/1/batch_norm/0" [id=66, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.2.1.block.0.0.weight" [id=67, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/1/block/0/0/conv2d/0" [id=68, metatype=PTConv2dMetatype, type=conv2d]; +"features.2.1.block.0.1.weight" [id=69, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.0.1.bias" [id=70, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.0.1.running_mean" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.0.1.running_var" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/1/block/0/1/batch_norm/0" [id=73, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/2/1/block/0/2/silu/0" [id=74, metatype=PTSILUMetatype, type=silu]; +"features.2.1.block.1.0.weight" [id=75, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/1/block/1/0/conv2d/0" [id=76, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.2.1.block.1.1.weight" [id=77, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.1.1.bias" [id=78, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.1.1.running_mean" [id=79, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.1.1.running_var" [id=80, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/1/block/1/1/batch_norm/0" [id=81, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/2/1/block/1/2/silu/0" [id=82, metatype=PTSILUMetatype, type=silu]; +"features/2/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=83, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.2.1.block.2.fc1.weight" [id=84, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.2.fc1.bias" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/1/block/2/fc1/conv2d/0" [id=86, metatype=PTConv2dMetatype, type=conv2d]; +"features/2/1/block/2/activation/silu/0" [id=87, metatype=PTSILUMetatype, type=silu]; +"features.2.1.block.2.fc2.weight" [id=88, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.2.fc2.bias" [id=89, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/1/block/2/fc2/conv2d/0" [id=90, metatype=PTConv2dMetatype, type=conv2d]; +"features/2/1/block/2/scale_activation/sigmoid/0" [id=91, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/2/1/block/2/mul/0" [id=92, metatype=PTMulMetatype, type=mul]; +"features.2.1.block.3.0.weight" [id=93, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/1/block/3/0/conv2d/0" [id=94, metatype=PTConv2dMetatype, type=conv2d]; +"features.2.1.block.3.1.weight" [id=95, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.3.1.bias" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.3.1.running_mean" [id=97, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.1.block.3.1.running_var" [id=98, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/1/block/3/1/batch_norm/0" [id=99, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/2/1/add_/0" [id=100, metatype=PTAddMetatype, type=add_]; +"features.3.0.block.0.0.weight" [id=101, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/0/0/conv2d/0" [id=102, metatype=PTConv2dMetatype, type=conv2d]; +"features.3.0.block.0.1.weight" [id=103, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.0.1.bias" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.0.1.running_mean" [id=105, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.0.1.running_var" [id=106, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/0/1/batch_norm/0" [id=107, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/0/block/0/2/silu/0" [id=108, metatype=PTSILUMetatype, type=silu]; +"features.3.0.block.1.0.weight" [id=109, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/1/0/conv2d/0" [id=110, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.3.0.block.1.1.weight" [id=111, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.1.1.bias" [id=112, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.1.1.running_mean" [id=113, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.1.1.running_var" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/1/1/batch_norm/0" [id=115, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/0/block/1/2/silu/0" [id=116, metatype=PTSILUMetatype, type=silu]; +"features/3/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=117, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.3.0.block.2.fc1.weight" [id=118, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.2.fc1.bias" [id=119, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/2/fc1/conv2d/0" [id=120, metatype=PTConv2dMetatype, type=conv2d]; +"features/3/0/block/2/activation/silu/0" [id=121, metatype=PTSILUMetatype, type=silu]; +"features.3.0.block.2.fc2.weight" [id=122, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.2.fc2.bias" [id=123, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/2/fc2/conv2d/0" [id=124, metatype=PTConv2dMetatype, type=conv2d]; +"features/3/0/block/2/scale_activation/sigmoid/0" [id=125, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/3/0/block/2/mul/0" [id=126, metatype=PTMulMetatype, type=mul]; +"features.3.0.block.3.0.weight" [id=127, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/3/0/conv2d/0" [id=128, metatype=PTConv2dMetatype, type=conv2d]; +"features.3.0.block.3.1.weight" [id=129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.3.1.bias" [id=130, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.3.1.running_mean" [id=131, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.block.3.1.running_var" [id=132, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/block/3/1/batch_norm/0" [id=133, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.3.1.block.0.0.weight" [id=134, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/0/0/conv2d/0" [id=135, metatype=PTConv2dMetatype, type=conv2d]; +"features.3.1.block.0.1.weight" [id=136, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.0.1.bias" [id=137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.0.1.running_mean" [id=138, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.0.1.running_var" [id=139, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/0/1/batch_norm/0" [id=140, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/1/block/0/2/silu/0" [id=141, metatype=PTSILUMetatype, type=silu]; +"features.3.1.block.1.0.weight" [id=142, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/1/0/conv2d/0" [id=143, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.3.1.block.1.1.weight" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.1.1.bias" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.1.1.running_mean" [id=146, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.1.1.running_var" [id=147, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/1/1/batch_norm/0" [id=148, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/1/block/1/2/silu/0" [id=149, metatype=PTSILUMetatype, type=silu]; +"features/3/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=150, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.3.1.block.2.fc1.weight" [id=151, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.2.fc1.bias" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/2/fc1/conv2d/0" [id=153, metatype=PTConv2dMetatype, type=conv2d]; +"features/3/1/block/2/activation/silu/0" [id=154, metatype=PTSILUMetatype, type=silu]; +"features.3.1.block.2.fc2.weight" [id=155, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.2.fc2.bias" [id=156, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/2/fc2/conv2d/0" [id=157, metatype=PTConv2dMetatype, type=conv2d]; +"features/3/1/block/2/scale_activation/sigmoid/0" [id=158, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/3/1/block/2/mul/0" [id=159, metatype=PTMulMetatype, type=mul]; +"features.3.1.block.3.0.weight" [id=160, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/3/0/conv2d/0" [id=161, metatype=PTConv2dMetatype, type=conv2d]; +"features.3.1.block.3.1.weight" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.3.1.bias" [id=163, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.3.1.running_mean" [id=164, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.block.3.1.running_var" [id=165, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/block/3/1/batch_norm/0" [id=166, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/1/add_/0" [id=167, metatype=PTAddMetatype, type=add_]; +"features.4.0.block.0.0.weight" [id=168, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/0/block/0/0/conv2d/0" [id=169, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.0.block.0.1.weight" [id=170, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.0.1.bias" [id=171, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.0.1.running_mean" [id=172, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.0.1.running_var" [id=173, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/0/block/0/1/batch_norm/0" [id=174, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/0/block/0/2/silu/0" [id=175, metatype=PTSILUMetatype, type=silu]; +"features.4.0.block.1.0.weight" [id=176, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/0/block/1/0/conv2d/0" [id=177, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.4.0.block.1.1.weight" [id=178, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.1.1.bias" [id=179, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.1.1.running_mean" [id=180, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.1.1.running_var" [id=181, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/0/block/1/1/batch_norm/0" [id=182, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/0/block/1/2/silu/0" [id=183, metatype=PTSILUMetatype, type=silu]; +"features/4/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=184, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.4.0.block.2.fc1.weight" [id=185, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.2.fc1.bias" [id=186, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/0/block/2/fc1/conv2d/0" [id=187, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/0/block/2/activation/silu/0" [id=188, metatype=PTSILUMetatype, type=silu]; +"features.4.0.block.2.fc2.weight" [id=189, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.2.fc2.bias" [id=190, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/0/block/2/fc2/conv2d/0" [id=191, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/0/block/2/scale_activation/sigmoid/0" [id=192, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/4/0/block/2/mul/0" [id=193, metatype=PTMulMetatype, type=mul]; +"features.4.0.block.3.0.weight" [id=194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/0/block/3/0/conv2d/0" [id=195, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.0.block.3.1.weight" [id=196, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.3.1.bias" [id=197, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.3.1.running_mean" [id=198, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.0.block.3.1.running_var" [id=199, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/0/block/3/1/batch_norm/0" [id=200, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.4.1.block.0.0.weight" [id=201, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/1/block/0/0/conv2d/0" [id=202, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.1.block.0.1.weight" [id=203, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.0.1.bias" [id=204, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.0.1.running_mean" [id=205, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.0.1.running_var" [id=206, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/1/block/0/1/batch_norm/0" [id=207, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/1/block/0/2/silu/0" [id=208, metatype=PTSILUMetatype, type=silu]; +"features.4.1.block.1.0.weight" [id=209, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/1/block/1/0/conv2d/0" [id=210, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.4.1.block.1.1.weight" [id=211, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.1.1.bias" [id=212, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.1.1.running_mean" [id=213, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.1.1.running_var" [id=214, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/1/block/1/1/batch_norm/0" [id=215, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/1/block/1/2/silu/0" [id=216, metatype=PTSILUMetatype, type=silu]; +"features/4/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=217, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.4.1.block.2.fc1.weight" [id=218, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.2.fc1.bias" [id=219, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/1/block/2/fc1/conv2d/0" [id=220, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/1/block/2/activation/silu/0" [id=221, metatype=PTSILUMetatype, type=silu]; +"features.4.1.block.2.fc2.weight" [id=222, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.2.fc2.bias" [id=223, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/1/block/2/fc2/conv2d/0" [id=224, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/1/block/2/scale_activation/sigmoid/0" [id=225, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/4/1/block/2/mul/0" [id=226, metatype=PTMulMetatype, type=mul]; +"features.4.1.block.3.0.weight" [id=227, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/1/block/3/0/conv2d/0" [id=228, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.1.block.3.1.weight" [id=229, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.3.1.bias" [id=230, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.3.1.running_mean" [id=231, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.1.block.3.1.running_var" [id=232, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/1/block/3/1/batch_norm/0" [id=233, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/1/add_/0" [id=234, metatype=PTAddMetatype, type=add_]; +"features.4.2.block.0.0.weight" [id=235, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/2/block/0/0/conv2d/0" [id=236, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.2.block.0.1.weight" [id=237, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.0.1.bias" [id=238, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.0.1.running_mean" [id=239, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.0.1.running_var" [id=240, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/2/block/0/1/batch_norm/0" [id=241, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/2/block/0/2/silu/0" [id=242, metatype=PTSILUMetatype, type=silu]; +"features.4.2.block.1.0.weight" [id=243, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/2/block/1/0/conv2d/0" [id=244, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.4.2.block.1.1.weight" [id=245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.1.1.bias" [id=246, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.1.1.running_mean" [id=247, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.1.1.running_var" [id=248, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/2/block/1/1/batch_norm/0" [id=249, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/2/block/1/2/silu/0" [id=250, metatype=PTSILUMetatype, type=silu]; +"features/4/2/block/2/avgpool/adaptive_avg_pool2d/0" [id=251, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.4.2.block.2.fc1.weight" [id=252, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.2.fc1.bias" [id=253, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/2/block/2/fc1/conv2d/0" [id=254, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/2/block/2/activation/silu/0" [id=255, metatype=PTSILUMetatype, type=silu]; +"features.4.2.block.2.fc2.weight" [id=256, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.2.fc2.bias" [id=257, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/2/block/2/fc2/conv2d/0" [id=258, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/2/block/2/scale_activation/sigmoid/0" [id=259, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/4/2/block/2/mul/0" [id=260, metatype=PTMulMetatype, type=mul]; +"features.4.2.block.3.0.weight" [id=261, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/2/block/3/0/conv2d/0" [id=262, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.2.block.3.1.weight" [id=263, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.3.1.bias" [id=264, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.3.1.running_mean" [id=265, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.2.block.3.1.running_var" [id=266, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/2/block/3/1/batch_norm/0" [id=267, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/2/add_/0" [id=268, metatype=PTAddMetatype, type=add_]; +"features.5.0.block.0.0.weight" [id=269, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/0/0/conv2d/0" [id=270, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.0.block.0.1.weight" [id=271, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.0.1.bias" [id=272, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.0.1.running_mean" [id=273, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.0.1.running_var" [id=274, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/0/1/batch_norm/0" [id=275, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/0/block/0/2/silu/0" [id=276, metatype=PTSILUMetatype, type=silu]; +"features.5.0.block.1.0.weight" [id=277, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/1/0/conv2d/0" [id=278, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.5.0.block.1.1.weight" [id=279, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.1.1.bias" [id=280, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.1.1.running_mean" [id=281, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.1.1.running_var" [id=282, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/1/1/batch_norm/0" [id=283, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/0/block/1/2/silu/0" [id=284, metatype=PTSILUMetatype, type=silu]; +"features/5/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=285, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.5.0.block.2.fc1.weight" [id=286, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.2.fc1.bias" [id=287, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/2/fc1/conv2d/0" [id=288, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/0/block/2/activation/silu/0" [id=289, metatype=PTSILUMetatype, type=silu]; +"features.5.0.block.2.fc2.weight" [id=290, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.2.fc2.bias" [id=291, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/2/fc2/conv2d/0" [id=292, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/0/block/2/scale_activation/sigmoid/0" [id=293, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/0/block/2/mul/0" [id=294, metatype=PTMulMetatype, type=mul]; +"features.5.0.block.3.0.weight" [id=295, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/3/0/conv2d/0" [id=296, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.0.block.3.1.weight" [id=297, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.3.1.bias" [id=298, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.3.1.running_mean" [id=299, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.block.3.1.running_var" [id=300, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/block/3/1/batch_norm/0" [id=301, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.5.1.block.0.0.weight" [id=302, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/0/0/conv2d/0" [id=303, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.1.block.0.1.weight" [id=304, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.0.1.bias" [id=305, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.0.1.running_mean" [id=306, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.0.1.running_var" [id=307, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/0/1/batch_norm/0" [id=308, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/1/block/0/2/silu/0" [id=309, metatype=PTSILUMetatype, type=silu]; +"features.5.1.block.1.0.weight" [id=310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/1/0/conv2d/0" [id=311, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.5.1.block.1.1.weight" [id=312, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.1.1.bias" [id=313, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.1.1.running_mean" [id=314, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.1.1.running_var" [id=315, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/1/1/batch_norm/0" [id=316, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/1/block/1/2/silu/0" [id=317, metatype=PTSILUMetatype, type=silu]; +"features/5/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=318, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.5.1.block.2.fc1.weight" [id=319, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.2.fc1.bias" [id=320, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/2/fc1/conv2d/0" [id=321, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/1/block/2/activation/silu/0" [id=322, metatype=PTSILUMetatype, type=silu]; +"features.5.1.block.2.fc2.weight" [id=323, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.2.fc2.bias" [id=324, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/2/fc2/conv2d/0" [id=325, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/1/block/2/scale_activation/sigmoid/0" [id=326, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/1/block/2/mul/0" [id=327, metatype=PTMulMetatype, type=mul]; +"features.5.1.block.3.0.weight" [id=328, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/3/0/conv2d/0" [id=329, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.1.block.3.1.weight" [id=330, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.3.1.bias" [id=331, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.3.1.running_mean" [id=332, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.block.3.1.running_var" [id=333, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/block/3/1/batch_norm/0" [id=334, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/1/add_/0" [id=335, metatype=PTAddMetatype, type=add_]; +"features.5.2.block.0.0.weight" [id=336, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/0/0/conv2d/0" [id=337, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.2.block.0.1.weight" [id=338, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.0.1.bias" [id=339, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.0.1.running_mean" [id=340, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.0.1.running_var" [id=341, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/0/1/batch_norm/0" [id=342, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/2/block/0/2/silu/0" [id=343, metatype=PTSILUMetatype, type=silu]; +"features.5.2.block.1.0.weight" [id=344, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/1/0/conv2d/0" [id=345, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.5.2.block.1.1.weight" [id=346, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.1.1.bias" [id=347, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.1.1.running_mean" [id=348, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.1.1.running_var" [id=349, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/1/1/batch_norm/0" [id=350, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/2/block/1/2/silu/0" [id=351, metatype=PTSILUMetatype, type=silu]; +"features/5/2/block/2/avgpool/adaptive_avg_pool2d/0" [id=352, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.5.2.block.2.fc1.weight" [id=353, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.2.fc1.bias" [id=354, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/2/fc1/conv2d/0" [id=355, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/2/block/2/activation/silu/0" [id=356, metatype=PTSILUMetatype, type=silu]; +"features.5.2.block.2.fc2.weight" [id=357, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.2.fc2.bias" [id=358, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/2/fc2/conv2d/0" [id=359, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/2/block/2/scale_activation/sigmoid/0" [id=360, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/2/block/2/mul/0" [id=361, metatype=PTMulMetatype, type=mul]; +"features.5.2.block.3.0.weight" [id=362, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/3/0/conv2d/0" [id=363, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.2.block.3.1.weight" [id=364, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.3.1.bias" [id=365, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.3.1.running_mean" [id=366, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.block.3.1.running_var" [id=367, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/block/3/1/batch_norm/0" [id=368, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/2/add_/0" [id=369, metatype=PTAddMetatype, type=add_]; +"features.6.0.block.0.0.weight" [id=370, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/0/block/0/0/conv2d/0" [id=371, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.0.block.0.1.weight" [id=372, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.0.1.bias" [id=373, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.0.1.running_mean" [id=374, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.0.1.running_var" [id=375, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/0/block/0/1/batch_norm/0" [id=376, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/0/block/0/2/silu/0" [id=377, metatype=PTSILUMetatype, type=silu]; +"features.6.0.block.1.0.weight" [id=378, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/0/block/1/0/conv2d/0" [id=379, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.6.0.block.1.1.weight" [id=380, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.1.1.bias" [id=381, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.1.1.running_mean" [id=382, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.1.1.running_var" [id=383, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/0/block/1/1/batch_norm/0" [id=384, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/0/block/1/2/silu/0" [id=385, metatype=PTSILUMetatype, type=silu]; +"features/6/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=386, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.6.0.block.2.fc1.weight" [id=387, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.2.fc1.bias" [id=388, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/0/block/2/fc1/conv2d/0" [id=389, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/0/block/2/activation/silu/0" [id=390, metatype=PTSILUMetatype, type=silu]; +"features.6.0.block.2.fc2.weight" [id=391, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.2.fc2.bias" [id=392, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/0/block/2/fc2/conv2d/0" [id=393, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/0/block/2/scale_activation/sigmoid/0" [id=394, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/6/0/block/2/mul/0" [id=395, metatype=PTMulMetatype, type=mul]; +"features.6.0.block.3.0.weight" [id=396, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/0/block/3/0/conv2d/0" [id=397, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.0.block.3.1.weight" [id=398, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.3.1.bias" [id=399, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.3.1.running_mean" [id=400, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.0.block.3.1.running_var" [id=401, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/0/block/3/1/batch_norm/0" [id=402, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.6.1.block.0.0.weight" [id=403, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/1/block/0/0/conv2d/0" [id=404, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.1.block.0.1.weight" [id=405, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.0.1.bias" [id=406, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.0.1.running_mean" [id=407, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.0.1.running_var" [id=408, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/1/block/0/1/batch_norm/0" [id=409, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/1/block/0/2/silu/0" [id=410, metatype=PTSILUMetatype, type=silu]; +"features.6.1.block.1.0.weight" [id=411, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/1/block/1/0/conv2d/0" [id=412, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.6.1.block.1.1.weight" [id=413, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.1.1.bias" [id=414, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.1.1.running_mean" [id=415, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.1.1.running_var" [id=416, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/1/block/1/1/batch_norm/0" [id=417, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/1/block/1/2/silu/0" [id=418, metatype=PTSILUMetatype, type=silu]; +"features/6/1/block/2/avgpool/adaptive_avg_pool2d/0" [id=419, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.6.1.block.2.fc1.weight" [id=420, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.2.fc1.bias" [id=421, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/1/block/2/fc1/conv2d/0" [id=422, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/1/block/2/activation/silu/0" [id=423, metatype=PTSILUMetatype, type=silu]; +"features.6.1.block.2.fc2.weight" [id=424, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.2.fc2.bias" [id=425, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/1/block/2/fc2/conv2d/0" [id=426, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/1/block/2/scale_activation/sigmoid/0" [id=427, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/6/1/block/2/mul/0" [id=428, metatype=PTMulMetatype, type=mul]; +"features.6.1.block.3.0.weight" [id=429, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/1/block/3/0/conv2d/0" [id=430, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.1.block.3.1.weight" [id=431, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.3.1.bias" [id=432, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.3.1.running_mean" [id=433, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.1.block.3.1.running_var" [id=434, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/1/block/3/1/batch_norm/0" [id=435, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/1/add_/0" [id=436, metatype=PTAddMetatype, type=add_]; +"features.6.2.block.0.0.weight" [id=437, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/2/block/0/0/conv2d/0" [id=438, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.2.block.0.1.weight" [id=439, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.0.1.bias" [id=440, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.0.1.running_mean" [id=441, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.0.1.running_var" [id=442, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/2/block/0/1/batch_norm/0" [id=443, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/2/block/0/2/silu/0" [id=444, metatype=PTSILUMetatype, type=silu]; +"features.6.2.block.1.0.weight" [id=445, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/2/block/1/0/conv2d/0" [id=446, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.6.2.block.1.1.weight" [id=447, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.1.1.bias" [id=448, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.1.1.running_mean" [id=449, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.1.1.running_var" [id=450, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/2/block/1/1/batch_norm/0" [id=451, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/2/block/1/2/silu/0" [id=452, metatype=PTSILUMetatype, type=silu]; +"features/6/2/block/2/avgpool/adaptive_avg_pool2d/0" [id=453, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.6.2.block.2.fc1.weight" [id=454, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.2.fc1.bias" [id=455, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/2/block/2/fc1/conv2d/0" [id=456, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/2/block/2/activation/silu/0" [id=457, metatype=PTSILUMetatype, type=silu]; +"features.6.2.block.2.fc2.weight" [id=458, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.2.fc2.bias" [id=459, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/2/block/2/fc2/conv2d/0" [id=460, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/2/block/2/scale_activation/sigmoid/0" [id=461, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/6/2/block/2/mul/0" [id=462, metatype=PTMulMetatype, type=mul]; +"features.6.2.block.3.0.weight" [id=463, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/2/block/3/0/conv2d/0" [id=464, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.2.block.3.1.weight" [id=465, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.3.1.bias" [id=466, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.3.1.running_mean" [id=467, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.2.block.3.1.running_var" [id=468, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/2/block/3/1/batch_norm/0" [id=469, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/2/add_/0" [id=470, metatype=PTAddMetatype, type=add_]; +"features.6.3.block.0.0.weight" [id=471, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/3/block/0/0/conv2d/0" [id=472, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.3.block.0.1.weight" [id=473, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.0.1.bias" [id=474, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.0.1.running_mean" [id=475, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.0.1.running_var" [id=476, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/3/block/0/1/batch_norm/0" [id=477, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/3/block/0/2/silu/0" [id=478, metatype=PTSILUMetatype, type=silu]; +"features.6.3.block.1.0.weight" [id=479, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/3/block/1/0/conv2d/0" [id=480, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.6.3.block.1.1.weight" [id=481, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.1.1.bias" [id=482, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.1.1.running_mean" [id=483, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.1.1.running_var" [id=484, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/3/block/1/1/batch_norm/0" [id=485, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/3/block/1/2/silu/0" [id=486, metatype=PTSILUMetatype, type=silu]; +"features/6/3/block/2/avgpool/adaptive_avg_pool2d/0" [id=487, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.6.3.block.2.fc1.weight" [id=488, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.2.fc1.bias" [id=489, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/3/block/2/fc1/conv2d/0" [id=490, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/3/block/2/activation/silu/0" [id=491, metatype=PTSILUMetatype, type=silu]; +"features.6.3.block.2.fc2.weight" [id=492, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.2.fc2.bias" [id=493, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/3/block/2/fc2/conv2d/0" [id=494, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/3/block/2/scale_activation/sigmoid/0" [id=495, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/6/3/block/2/mul/0" [id=496, metatype=PTMulMetatype, type=mul]; +"features.6.3.block.3.0.weight" [id=497, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/3/block/3/0/conv2d/0" [id=498, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.3.block.3.1.weight" [id=499, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.3.1.bias" [id=500, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.3.1.running_mean" [id=501, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.3.block.3.1.running_var" [id=502, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/3/block/3/1/batch_norm/0" [id=503, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/3/add_/0" [id=504, metatype=PTAddMetatype, type=add_]; +"features.7.0.block.0.0.weight" [id=505, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/0/0/conv2d/0" [id=506, metatype=PTConv2dMetatype, type=conv2d]; +"features.7.0.block.0.1.weight" [id=507, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.0.1.bias" [id=508, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.0.1.running_mean" [id=509, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.0.1.running_var" [id=510, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/0/1/batch_norm/0" [id=511, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/7/0/block/0/2/silu/0" [id=512, metatype=PTSILUMetatype, type=silu]; +"features.7.0.block.1.0.weight" [id=513, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/1/0/conv2d/0" [id=514, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.7.0.block.1.1.weight" [id=515, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.1.1.bias" [id=516, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.1.1.running_mean" [id=517, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.1.1.running_var" [id=518, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/1/1/batch_norm/0" [id=519, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/7/0/block/1/2/silu/0" [id=520, metatype=PTSILUMetatype, type=silu]; +"features/7/0/block/2/avgpool/adaptive_avg_pool2d/0" [id=521, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.7.0.block.2.fc1.weight" [id=522, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.2.fc1.bias" [id=523, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/2/fc1/conv2d/0" [id=524, metatype=PTConv2dMetatype, type=conv2d]; +"features/7/0/block/2/activation/silu/0" [id=525, metatype=PTSILUMetatype, type=silu]; +"features.7.0.block.2.fc2.weight" [id=526, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.2.fc2.bias" [id=527, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/2/fc2/conv2d/0" [id=528, metatype=PTConv2dMetatype, type=conv2d]; +"features/7/0/block/2/scale_activation/sigmoid/0" [id=529, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/7/0/block/2/mul/0" [id=530, metatype=PTMulMetatype, type=mul]; +"features.7.0.block.3.0.weight" [id=531, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/3/0/conv2d/0" [id=532, metatype=PTConv2dMetatype, type=conv2d]; +"features.7.0.block.3.1.weight" [id=533, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.3.1.bias" [id=534, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.3.1.running_mean" [id=535, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.block.3.1.running_var" [id=536, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/block/3/1/batch_norm/0" [id=537, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.8.0.weight" [id=538, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/0/conv2d/0" [id=539, metatype=PTConv2dMetatype, type=conv2d]; +"features.8.1.weight" [id=540, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.1.bias" [id=541, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.1.running_mean" [id=542, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.1.running_var" [id=543, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/1/batch_norm/0" [id=544, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/8/2/silu/0" [id=545, metatype=PTSILUMetatype, type=silu]; +"avgpool/adaptive_avg_pool2d/0" [id=546, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"/flatten/0" [id=547, metatype=PTReshapeMetatype, type=flatten]; +"classifier/0/dropout/0" [id=548, metatype=PTDropoutMetatype, type=dropout]; +"classifier.1.weight" [id=549, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.1.bias" [id=550, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/1/linear/0" [id=551, metatype=PTLinearMetatype, type=linear]; +output [id=552, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "features/0/0/conv2d/0" [dtype=float, shape="(1, 3, 64, 64)"]; +"features.0.0.weight" -> "features/0/0/conv2d/0" [dtype=float, shape="(32, 3, 3, 3)"]; +"features/0/0/conv2d/0" -> "features/0/1/batch_norm/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features.0.1.weight" -> "features/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.0.1.bias" -> "features/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.0.1.running_mean" -> "features/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.0.1.running_var" -> "features/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features/0/1/batch_norm/0" -> "features/0/2/silu/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features/0/2/silu/0" -> "features/1/0/block/0/0/conv2d/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features.1.0.block.0.0.weight" -> "features/1/0/block/0/0/conv2d/0" [dtype=float, shape="(32, 1, 3, 3)"]; +"features/1/0/block/0/0/conv2d/0" -> "features/1/0/block/0/1/batch_norm/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features.1.0.block.0.1.weight" -> "features/1/0/block/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.1.0.block.0.1.bias" -> "features/1/0/block/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.1.0.block.0.1.running_mean" -> "features/1/0/block/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.1.0.block.0.1.running_var" -> "features/1/0/block/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features/1/0/block/0/1/batch_norm/0" -> "features/1/0/block/0/2/silu/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features/1/0/block/0/2/silu/0" -> "features/1/0/block/1/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features/1/0/block/0/2/silu/0" -> "features/1/0/block/1/mul/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features/1/0/block/1/avgpool/adaptive_avg_pool2d/0" -> "features/1/0/block/1/fc1/conv2d/0" [dtype=float, shape="(1, 32, 1, 1)"]; +"features.1.0.block.1.fc1.weight" -> "features/1/0/block/1/fc1/conv2d/0" [dtype=float, shape="(8, 32, 1, 1)"]; +"features.1.0.block.1.fc1.bias" -> "features/1/0/block/1/fc1/conv2d/0" [dtype=float, shape="(8,)"]; +"features/1/0/block/1/fc1/conv2d/0" -> "features/1/0/block/1/activation/silu/0" [dtype=float, shape="(1, 8, 1, 1)"]; +"features/1/0/block/1/activation/silu/0" -> "features/1/0/block/1/fc2/conv2d/0" [dtype=float, shape="(1, 8, 1, 1)"]; +"features.1.0.block.1.fc2.weight" -> "features/1/0/block/1/fc2/conv2d/0" [dtype=float, shape="(32, 8, 1, 1)"]; +"features.1.0.block.1.fc2.bias" -> "features/1/0/block/1/fc2/conv2d/0" [dtype=float, shape="(32,)"]; +"features/1/0/block/1/fc2/conv2d/0" -> "features/1/0/block/1/scale_activation/sigmoid/0" [dtype=float, shape="(1, 32, 1, 1)"]; +"features/1/0/block/1/scale_activation/sigmoid/0" -> "features/1/0/block/1/mul/0" [dtype=float, shape="(1, 32, 1, 1)"]; +"features/1/0/block/1/mul/0" -> "features/1/0/block/2/0/conv2d/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features.1.0.block.2.0.weight" -> "features/1/0/block/2/0/conv2d/0" [dtype=float, shape="(16, 32, 1, 1)"]; +"features/1/0/block/2/0/conv2d/0" -> "features/1/0/block/2/1/batch_norm/0" [dtype=float, shape="(1, 16, 32, 32)"]; +"features.1.0.block.2.1.weight" -> "features/1/0/block/2/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.0.block.2.1.bias" -> "features/1/0/block/2/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.0.block.2.1.running_mean" -> "features/1/0/block/2/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.0.block.2.1.running_var" -> "features/1/0/block/2/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features/1/0/block/2/1/batch_norm/0" -> "features/2/0/block/0/0/conv2d/0" [dtype=float, shape="(1, 16, 32, 32)"]; +"features.2.0.block.0.0.weight" -> "features/2/0/block/0/0/conv2d/0" [dtype=float, shape="(96, 16, 1, 1)"]; +"features/2/0/block/0/0/conv2d/0" -> "features/2/0/block/0/1/batch_norm/0" [dtype=float, shape="(1, 96, 32, 32)"]; +"features.2.0.block.0.1.weight" -> "features/2/0/block/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.0.block.0.1.bias" -> "features/2/0/block/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.0.block.0.1.running_mean" -> "features/2/0/block/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.0.block.0.1.running_var" -> "features/2/0/block/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/2/0/block/0/1/batch_norm/0" -> "features/2/0/block/0/2/silu/0" [dtype=float, shape="(1, 96, 32, 32)"]; +"features/2/0/block/0/2/silu/0" -> "features/2/0/block/1/0/conv2d/0" [dtype=float, shape="(1, 96, 32, 32)"]; +"features.2.0.block.1.0.weight" -> "features/2/0/block/1/0/conv2d/0" [dtype=float, shape="(96, 1, 3, 3)"]; +"features/2/0/block/1/0/conv2d/0" -> "features/2/0/block/1/1/batch_norm/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.2.0.block.1.1.weight" -> "features/2/0/block/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.0.block.1.1.bias" -> "features/2/0/block/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.0.block.1.1.running_mean" -> "features/2/0/block/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.0.block.1.1.running_var" -> "features/2/0/block/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/2/0/block/1/1/batch_norm/0" -> "features/2/0/block/1/2/silu/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/2/0/block/1/2/silu/0" -> "features/2/0/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/2/0/block/1/2/silu/0" -> "features/2/0/block/2/mul/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/2/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/2/0/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 96, 1, 1)"]; +"features.2.0.block.2.fc1.weight" -> "features/2/0/block/2/fc1/conv2d/0" [dtype=float, shape="(4, 96, 1, 1)"]; +"features.2.0.block.2.fc1.bias" -> "features/2/0/block/2/fc1/conv2d/0" [dtype=float, shape="(4,)"]; +"features/2/0/block/2/fc1/conv2d/0" -> "features/2/0/block/2/activation/silu/0" [dtype=float, shape="(1, 4, 1, 1)"]; +"features/2/0/block/2/activation/silu/0" -> "features/2/0/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 4, 1, 1)"]; +"features.2.0.block.2.fc2.weight" -> "features/2/0/block/2/fc2/conv2d/0" [dtype=float, shape="(96, 4, 1, 1)"]; +"features.2.0.block.2.fc2.bias" -> "features/2/0/block/2/fc2/conv2d/0" [dtype=float, shape="(96,)"]; +"features/2/0/block/2/fc2/conv2d/0" -> "features/2/0/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 96, 1, 1)"]; +"features/2/0/block/2/scale_activation/sigmoid/0" -> "features/2/0/block/2/mul/0" [dtype=float, shape="(1, 96, 1, 1)"]; +"features/2/0/block/2/mul/0" -> "features/2/0/block/3/0/conv2d/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.2.0.block.3.0.weight" -> "features/2/0/block/3/0/conv2d/0" [dtype=float, shape="(24, 96, 1, 1)"]; +"features/2/0/block/3/0/conv2d/0" -> "features/2/0/block/3/1/batch_norm/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features.2.0.block.3.1.weight" -> "features/2/0/block/3/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.0.block.3.1.bias" -> "features/2/0/block/3/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.0.block.3.1.running_mean" -> "features/2/0/block/3/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.0.block.3.1.running_var" -> "features/2/0/block/3/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features/2/0/block/3/1/batch_norm/0" -> "features/2/1/block/0/0/conv2d/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features/2/0/block/3/1/batch_norm/0" -> "features/2/1/add_/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features.2.1.block.0.0.weight" -> "features/2/1/block/0/0/conv2d/0" [dtype=float, shape="(144, 24, 1, 1)"]; +"features/2/1/block/0/0/conv2d/0" -> "features/2/1/block/0/1/batch_norm/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.2.1.block.0.1.weight" -> "features/2/1/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.2.1.block.0.1.bias" -> "features/2/1/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.2.1.block.0.1.running_mean" -> "features/2/1/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.2.1.block.0.1.running_var" -> "features/2/1/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/2/1/block/0/1/batch_norm/0" -> "features/2/1/block/0/2/silu/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features/2/1/block/0/2/silu/0" -> "features/2/1/block/1/0/conv2d/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.2.1.block.1.0.weight" -> "features/2/1/block/1/0/conv2d/0" [dtype=float, shape="(144, 1, 3, 3)"]; +"features/2/1/block/1/0/conv2d/0" -> "features/2/1/block/1/1/batch_norm/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.2.1.block.1.1.weight" -> "features/2/1/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.2.1.block.1.1.bias" -> "features/2/1/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.2.1.block.1.1.running_mean" -> "features/2/1/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.2.1.block.1.1.running_var" -> "features/2/1/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/2/1/block/1/1/batch_norm/0" -> "features/2/1/block/1/2/silu/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features/2/1/block/1/2/silu/0" -> "features/2/1/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features/2/1/block/1/2/silu/0" -> "features/2/1/block/2/mul/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features/2/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/2/1/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features.2.1.block.2.fc1.weight" -> "features/2/1/block/2/fc1/conv2d/0" [dtype=float, shape="(6, 144, 1, 1)"]; +"features.2.1.block.2.fc1.bias" -> "features/2/1/block/2/fc1/conv2d/0" [dtype=float, shape="(6,)"]; +"features/2/1/block/2/fc1/conv2d/0" -> "features/2/1/block/2/activation/silu/0" [dtype=float, shape="(1, 6, 1, 1)"]; +"features/2/1/block/2/activation/silu/0" -> "features/2/1/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 6, 1, 1)"]; +"features.2.1.block.2.fc2.weight" -> "features/2/1/block/2/fc2/conv2d/0" [dtype=float, shape="(144, 6, 1, 1)"]; +"features.2.1.block.2.fc2.bias" -> "features/2/1/block/2/fc2/conv2d/0" [dtype=float, shape="(144,)"]; +"features/2/1/block/2/fc2/conv2d/0" -> "features/2/1/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features/2/1/block/2/scale_activation/sigmoid/0" -> "features/2/1/block/2/mul/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features/2/1/block/2/mul/0" -> "features/2/1/block/3/0/conv2d/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.2.1.block.3.0.weight" -> "features/2/1/block/3/0/conv2d/0" [dtype=float, shape="(24, 144, 1, 1)"]; +"features/2/1/block/3/0/conv2d/0" -> "features/2/1/block/3/1/batch_norm/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features.2.1.block.3.1.weight" -> "features/2/1/block/3/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.1.block.3.1.bias" -> "features/2/1/block/3/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.1.block.3.1.running_mean" -> "features/2/1/block/3/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.1.block.3.1.running_var" -> "features/2/1/block/3/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features/2/1/block/3/1/batch_norm/0" -> "features/2/1/add_/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features/2/1/add_/0" -> "features/3/0/block/0/0/conv2d/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features.3.0.block.0.0.weight" -> "features/3/0/block/0/0/conv2d/0" [dtype=float, shape="(144, 24, 1, 1)"]; +"features/3/0/block/0/0/conv2d/0" -> "features/3/0/block/0/1/batch_norm/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.3.0.block.0.1.weight" -> "features/3/0/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.0.block.0.1.bias" -> "features/3/0/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.0.block.0.1.running_mean" -> "features/3/0/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.0.block.0.1.running_var" -> "features/3/0/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/3/0/block/0/1/batch_norm/0" -> "features/3/0/block/0/2/silu/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features/3/0/block/0/2/silu/0" -> "features/3/0/block/1/0/conv2d/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.3.0.block.1.0.weight" -> "features/3/0/block/1/0/conv2d/0" [dtype=float, shape="(144, 1, 5, 5)"]; +"features/3/0/block/1/0/conv2d/0" -> "features/3/0/block/1/1/batch_norm/0" [dtype=float, shape="(1, 144, 8, 8)"]; +"features.3.0.block.1.1.weight" -> "features/3/0/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.0.block.1.1.bias" -> "features/3/0/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.0.block.1.1.running_mean" -> "features/3/0/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.0.block.1.1.running_var" -> "features/3/0/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/3/0/block/1/1/batch_norm/0" -> "features/3/0/block/1/2/silu/0" [dtype=float, shape="(1, 144, 8, 8)"]; +"features/3/0/block/1/2/silu/0" -> "features/3/0/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 144, 8, 8)"]; +"features/3/0/block/1/2/silu/0" -> "features/3/0/block/2/mul/0" [dtype=float, shape="(1, 144, 8, 8)"]; +"features/3/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/3/0/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features.3.0.block.2.fc1.weight" -> "features/3/0/block/2/fc1/conv2d/0" [dtype=float, shape="(6, 144, 1, 1)"]; +"features.3.0.block.2.fc1.bias" -> "features/3/0/block/2/fc1/conv2d/0" [dtype=float, shape="(6,)"]; +"features/3/0/block/2/fc1/conv2d/0" -> "features/3/0/block/2/activation/silu/0" [dtype=float, shape="(1, 6, 1, 1)"]; +"features/3/0/block/2/activation/silu/0" -> "features/3/0/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 6, 1, 1)"]; +"features.3.0.block.2.fc2.weight" -> "features/3/0/block/2/fc2/conv2d/0" [dtype=float, shape="(144, 6, 1, 1)"]; +"features.3.0.block.2.fc2.bias" -> "features/3/0/block/2/fc2/conv2d/0" [dtype=float, shape="(144,)"]; +"features/3/0/block/2/fc2/conv2d/0" -> "features/3/0/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features/3/0/block/2/scale_activation/sigmoid/0" -> "features/3/0/block/2/mul/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features/3/0/block/2/mul/0" -> "features/3/0/block/3/0/conv2d/0" [dtype=float, shape="(1, 144, 8, 8)"]; +"features.3.0.block.3.0.weight" -> "features/3/0/block/3/0/conv2d/0" [dtype=float, shape="(40, 144, 1, 1)"]; +"features/3/0/block/3/0/conv2d/0" -> "features/3/0/block/3/1/batch_norm/0" [dtype=float, shape="(1, 40, 8, 8)"]; +"features.3.0.block.3.1.weight" -> "features/3/0/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.3.0.block.3.1.bias" -> "features/3/0/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.3.0.block.3.1.running_mean" -> "features/3/0/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.3.0.block.3.1.running_var" -> "features/3/0/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features/3/0/block/3/1/batch_norm/0" -> "features/3/1/block/0/0/conv2d/0" [dtype=float, shape="(1, 40, 8, 8)"]; +"features/3/0/block/3/1/batch_norm/0" -> "features/3/1/add_/0" [dtype=float, shape="(1, 40, 8, 8)"]; +"features.3.1.block.0.0.weight" -> "features/3/1/block/0/0/conv2d/0" [dtype=float, shape="(240, 40, 1, 1)"]; +"features/3/1/block/0/0/conv2d/0" -> "features/3/1/block/0/1/batch_norm/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features.3.1.block.0.1.weight" -> "features/3/1/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.3.1.block.0.1.bias" -> "features/3/1/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.3.1.block.0.1.running_mean" -> "features/3/1/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.3.1.block.0.1.running_var" -> "features/3/1/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features/3/1/block/0/1/batch_norm/0" -> "features/3/1/block/0/2/silu/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features/3/1/block/0/2/silu/0" -> "features/3/1/block/1/0/conv2d/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features.3.1.block.1.0.weight" -> "features/3/1/block/1/0/conv2d/0" [dtype=float, shape="(240, 1, 5, 5)"]; +"features/3/1/block/1/0/conv2d/0" -> "features/3/1/block/1/1/batch_norm/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features.3.1.block.1.1.weight" -> "features/3/1/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.3.1.block.1.1.bias" -> "features/3/1/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.3.1.block.1.1.running_mean" -> "features/3/1/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.3.1.block.1.1.running_var" -> "features/3/1/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features/3/1/block/1/1/batch_norm/0" -> "features/3/1/block/1/2/silu/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features/3/1/block/1/2/silu/0" -> "features/3/1/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features/3/1/block/1/2/silu/0" -> "features/3/1/block/2/mul/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features/3/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/3/1/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features.3.1.block.2.fc1.weight" -> "features/3/1/block/2/fc1/conv2d/0" [dtype=float, shape="(10, 240, 1, 1)"]; +"features.3.1.block.2.fc1.bias" -> "features/3/1/block/2/fc1/conv2d/0" [dtype=float, shape="(10,)"]; +"features/3/1/block/2/fc1/conv2d/0" -> "features/3/1/block/2/activation/silu/0" [dtype=float, shape="(1, 10, 1, 1)"]; +"features/3/1/block/2/activation/silu/0" -> "features/3/1/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 10, 1, 1)"]; +"features.3.1.block.2.fc2.weight" -> "features/3/1/block/2/fc2/conv2d/0" [dtype=float, shape="(240, 10, 1, 1)"]; +"features.3.1.block.2.fc2.bias" -> "features/3/1/block/2/fc2/conv2d/0" [dtype=float, shape="(240,)"]; +"features/3/1/block/2/fc2/conv2d/0" -> "features/3/1/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features/3/1/block/2/scale_activation/sigmoid/0" -> "features/3/1/block/2/mul/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features/3/1/block/2/mul/0" -> "features/3/1/block/3/0/conv2d/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features.3.1.block.3.0.weight" -> "features/3/1/block/3/0/conv2d/0" [dtype=float, shape="(40, 240, 1, 1)"]; +"features/3/1/block/3/0/conv2d/0" -> "features/3/1/block/3/1/batch_norm/0" [dtype=float, shape="(1, 40, 8, 8)"]; +"features.3.1.block.3.1.weight" -> "features/3/1/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.3.1.block.3.1.bias" -> "features/3/1/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.3.1.block.3.1.running_mean" -> "features/3/1/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.3.1.block.3.1.running_var" -> "features/3/1/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features/3/1/block/3/1/batch_norm/0" -> "features/3/1/add_/0" [dtype=float, shape="(1, 40, 8, 8)"]; +"features/3/1/add_/0" -> "features/4/0/block/0/0/conv2d/0" [dtype=float, shape="(1, 40, 8, 8)"]; +"features.4.0.block.0.0.weight" -> "features/4/0/block/0/0/conv2d/0" [dtype=float, shape="(240, 40, 1, 1)"]; +"features/4/0/block/0/0/conv2d/0" -> "features/4/0/block/0/1/batch_norm/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features.4.0.block.0.1.weight" -> "features/4/0/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.4.0.block.0.1.bias" -> "features/4/0/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.4.0.block.0.1.running_mean" -> "features/4/0/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.4.0.block.0.1.running_var" -> "features/4/0/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features/4/0/block/0/1/batch_norm/0" -> "features/4/0/block/0/2/silu/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features/4/0/block/0/2/silu/0" -> "features/4/0/block/1/0/conv2d/0" [dtype=float, shape="(1, 240, 8, 8)"]; +"features.4.0.block.1.0.weight" -> "features/4/0/block/1/0/conv2d/0" [dtype=float, shape="(240, 1, 3, 3)"]; +"features/4/0/block/1/0/conv2d/0" -> "features/4/0/block/1/1/batch_norm/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.4.0.block.1.1.weight" -> "features/4/0/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.4.0.block.1.1.bias" -> "features/4/0/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.4.0.block.1.1.running_mean" -> "features/4/0/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.4.0.block.1.1.running_var" -> "features/4/0/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features/4/0/block/1/1/batch_norm/0" -> "features/4/0/block/1/2/silu/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/4/0/block/1/2/silu/0" -> "features/4/0/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/4/0/block/1/2/silu/0" -> "features/4/0/block/2/mul/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/4/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/4/0/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features.4.0.block.2.fc1.weight" -> "features/4/0/block/2/fc1/conv2d/0" [dtype=float, shape="(10, 240, 1, 1)"]; +"features.4.0.block.2.fc1.bias" -> "features/4/0/block/2/fc1/conv2d/0" [dtype=float, shape="(10,)"]; +"features/4/0/block/2/fc1/conv2d/0" -> "features/4/0/block/2/activation/silu/0" [dtype=float, shape="(1, 10, 1, 1)"]; +"features/4/0/block/2/activation/silu/0" -> "features/4/0/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 10, 1, 1)"]; +"features.4.0.block.2.fc2.weight" -> "features/4/0/block/2/fc2/conv2d/0" [dtype=float, shape="(240, 10, 1, 1)"]; +"features.4.0.block.2.fc2.bias" -> "features/4/0/block/2/fc2/conv2d/0" [dtype=float, shape="(240,)"]; +"features/4/0/block/2/fc2/conv2d/0" -> "features/4/0/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features/4/0/block/2/scale_activation/sigmoid/0" -> "features/4/0/block/2/mul/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features/4/0/block/2/mul/0" -> "features/4/0/block/3/0/conv2d/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.4.0.block.3.0.weight" -> "features/4/0/block/3/0/conv2d/0" [dtype=float, shape="(80, 240, 1, 1)"]; +"features/4/0/block/3/0/conv2d/0" -> "features/4/0/block/3/1/batch_norm/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features.4.0.block.3.1.weight" -> "features/4/0/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features.4.0.block.3.1.bias" -> "features/4/0/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features.4.0.block.3.1.running_mean" -> "features/4/0/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features.4.0.block.3.1.running_var" -> "features/4/0/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features/4/0/block/3/1/batch_norm/0" -> "features/4/1/block/0/0/conv2d/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features/4/0/block/3/1/batch_norm/0" -> "features/4/1/add_/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features.4.1.block.0.0.weight" -> "features/4/1/block/0/0/conv2d/0" [dtype=float, shape="(480, 80, 1, 1)"]; +"features/4/1/block/0/0/conv2d/0" -> "features/4/1/block/0/1/batch_norm/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.4.1.block.0.1.weight" -> "features/4/1/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.1.block.0.1.bias" -> "features/4/1/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.1.block.0.1.running_mean" -> "features/4/1/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.1.block.0.1.running_var" -> "features/4/1/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features/4/1/block/0/1/batch_norm/0" -> "features/4/1/block/0/2/silu/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/4/1/block/0/2/silu/0" -> "features/4/1/block/1/0/conv2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.4.1.block.1.0.weight" -> "features/4/1/block/1/0/conv2d/0" [dtype=float, shape="(480, 1, 3, 3)"]; +"features/4/1/block/1/0/conv2d/0" -> "features/4/1/block/1/1/batch_norm/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.4.1.block.1.1.weight" -> "features/4/1/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.1.block.1.1.bias" -> "features/4/1/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.1.block.1.1.running_mean" -> "features/4/1/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.1.block.1.1.running_var" -> "features/4/1/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features/4/1/block/1/1/batch_norm/0" -> "features/4/1/block/1/2/silu/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/4/1/block/1/2/silu/0" -> "features/4/1/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/4/1/block/1/2/silu/0" -> "features/4/1/block/2/mul/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/4/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/4/1/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 480, 1, 1)"]; +"features.4.1.block.2.fc1.weight" -> "features/4/1/block/2/fc1/conv2d/0" [dtype=float, shape="(20, 480, 1, 1)"]; +"features.4.1.block.2.fc1.bias" -> "features/4/1/block/2/fc1/conv2d/0" [dtype=float, shape="(20,)"]; +"features/4/1/block/2/fc1/conv2d/0" -> "features/4/1/block/2/activation/silu/0" [dtype=float, shape="(1, 20, 1, 1)"]; +"features/4/1/block/2/activation/silu/0" -> "features/4/1/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 20, 1, 1)"]; +"features.4.1.block.2.fc2.weight" -> "features/4/1/block/2/fc2/conv2d/0" [dtype=float, shape="(480, 20, 1, 1)"]; +"features.4.1.block.2.fc2.bias" -> "features/4/1/block/2/fc2/conv2d/0" [dtype=float, shape="(480,)"]; +"features/4/1/block/2/fc2/conv2d/0" -> "features/4/1/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 480, 1, 1)"]; +"features/4/1/block/2/scale_activation/sigmoid/0" -> "features/4/1/block/2/mul/0" [dtype=float, shape="(1, 480, 1, 1)"]; +"features/4/1/block/2/mul/0" -> "features/4/1/block/3/0/conv2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.4.1.block.3.0.weight" -> "features/4/1/block/3/0/conv2d/0" [dtype=float, shape="(80, 480, 1, 1)"]; +"features/4/1/block/3/0/conv2d/0" -> "features/4/1/block/3/1/batch_norm/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features.4.1.block.3.1.weight" -> "features/4/1/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features.4.1.block.3.1.bias" -> "features/4/1/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features.4.1.block.3.1.running_mean" -> "features/4/1/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features.4.1.block.3.1.running_var" -> "features/4/1/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features/4/1/block/3/1/batch_norm/0" -> "features/4/1/add_/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features/4/1/add_/0" -> "features/4/2/block/0/0/conv2d/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features/4/1/add_/0" -> "features/4/2/add_/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features.4.2.block.0.0.weight" -> "features/4/2/block/0/0/conv2d/0" [dtype=float, shape="(480, 80, 1, 1)"]; +"features/4/2/block/0/0/conv2d/0" -> "features/4/2/block/0/1/batch_norm/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.4.2.block.0.1.weight" -> "features/4/2/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.2.block.0.1.bias" -> "features/4/2/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.2.block.0.1.running_mean" -> "features/4/2/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.2.block.0.1.running_var" -> "features/4/2/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features/4/2/block/0/1/batch_norm/0" -> "features/4/2/block/0/2/silu/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/4/2/block/0/2/silu/0" -> "features/4/2/block/1/0/conv2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.4.2.block.1.0.weight" -> "features/4/2/block/1/0/conv2d/0" [dtype=float, shape="(480, 1, 3, 3)"]; +"features/4/2/block/1/0/conv2d/0" -> "features/4/2/block/1/1/batch_norm/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.4.2.block.1.1.weight" -> "features/4/2/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.2.block.1.1.bias" -> "features/4/2/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.2.block.1.1.running_mean" -> "features/4/2/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.4.2.block.1.1.running_var" -> "features/4/2/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features/4/2/block/1/1/batch_norm/0" -> "features/4/2/block/1/2/silu/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/4/2/block/1/2/silu/0" -> "features/4/2/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/4/2/block/1/2/silu/0" -> "features/4/2/block/2/mul/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/4/2/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/4/2/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 480, 1, 1)"]; +"features.4.2.block.2.fc1.weight" -> "features/4/2/block/2/fc1/conv2d/0" [dtype=float, shape="(20, 480, 1, 1)"]; +"features.4.2.block.2.fc1.bias" -> "features/4/2/block/2/fc1/conv2d/0" [dtype=float, shape="(20,)"]; +"features/4/2/block/2/fc1/conv2d/0" -> "features/4/2/block/2/activation/silu/0" [dtype=float, shape="(1, 20, 1, 1)"]; +"features/4/2/block/2/activation/silu/0" -> "features/4/2/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 20, 1, 1)"]; +"features.4.2.block.2.fc2.weight" -> "features/4/2/block/2/fc2/conv2d/0" [dtype=float, shape="(480, 20, 1, 1)"]; +"features.4.2.block.2.fc2.bias" -> "features/4/2/block/2/fc2/conv2d/0" [dtype=float, shape="(480,)"]; +"features/4/2/block/2/fc2/conv2d/0" -> "features/4/2/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 480, 1, 1)"]; +"features/4/2/block/2/scale_activation/sigmoid/0" -> "features/4/2/block/2/mul/0" [dtype=float, shape="(1, 480, 1, 1)"]; +"features/4/2/block/2/mul/0" -> "features/4/2/block/3/0/conv2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.4.2.block.3.0.weight" -> "features/4/2/block/3/0/conv2d/0" [dtype=float, shape="(80, 480, 1, 1)"]; +"features/4/2/block/3/0/conv2d/0" -> "features/4/2/block/3/1/batch_norm/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features.4.2.block.3.1.weight" -> "features/4/2/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features.4.2.block.3.1.bias" -> "features/4/2/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features.4.2.block.3.1.running_mean" -> "features/4/2/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features.4.2.block.3.1.running_var" -> "features/4/2/block/3/1/batch_norm/0" [dtype=float, shape="(80,)"]; +"features/4/2/block/3/1/batch_norm/0" -> "features/4/2/add_/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features/4/2/add_/0" -> "features/5/0/block/0/0/conv2d/0" [dtype=float, shape="(1, 80, 4, 4)"]; +"features.5.0.block.0.0.weight" -> "features/5/0/block/0/0/conv2d/0" [dtype=float, shape="(480, 80, 1, 1)"]; +"features/5/0/block/0/0/conv2d/0" -> "features/5/0/block/0/1/batch_norm/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.5.0.block.0.1.weight" -> "features/5/0/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.5.0.block.0.1.bias" -> "features/5/0/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.5.0.block.0.1.running_mean" -> "features/5/0/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.5.0.block.0.1.running_var" -> "features/5/0/block/0/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features/5/0/block/0/1/batch_norm/0" -> "features/5/0/block/0/2/silu/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/5/0/block/0/2/silu/0" -> "features/5/0/block/1/0/conv2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.5.0.block.1.0.weight" -> "features/5/0/block/1/0/conv2d/0" [dtype=float, shape="(480, 1, 5, 5)"]; +"features/5/0/block/1/0/conv2d/0" -> "features/5/0/block/1/1/batch_norm/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.5.0.block.1.1.weight" -> "features/5/0/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.5.0.block.1.1.bias" -> "features/5/0/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.5.0.block.1.1.running_mean" -> "features/5/0/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features.5.0.block.1.1.running_var" -> "features/5/0/block/1/1/batch_norm/0" [dtype=float, shape="(480,)"]; +"features/5/0/block/1/1/batch_norm/0" -> "features/5/0/block/1/2/silu/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/5/0/block/1/2/silu/0" -> "features/5/0/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/5/0/block/1/2/silu/0" -> "features/5/0/block/2/mul/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features/5/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/5/0/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 480, 1, 1)"]; +"features.5.0.block.2.fc1.weight" -> "features/5/0/block/2/fc1/conv2d/0" [dtype=float, shape="(20, 480, 1, 1)"]; +"features.5.0.block.2.fc1.bias" -> "features/5/0/block/2/fc1/conv2d/0" [dtype=float, shape="(20,)"]; +"features/5/0/block/2/fc1/conv2d/0" -> "features/5/0/block/2/activation/silu/0" [dtype=float, shape="(1, 20, 1, 1)"]; +"features/5/0/block/2/activation/silu/0" -> "features/5/0/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 20, 1, 1)"]; +"features.5.0.block.2.fc2.weight" -> "features/5/0/block/2/fc2/conv2d/0" [dtype=float, shape="(480, 20, 1, 1)"]; +"features.5.0.block.2.fc2.bias" -> "features/5/0/block/2/fc2/conv2d/0" [dtype=float, shape="(480,)"]; +"features/5/0/block/2/fc2/conv2d/0" -> "features/5/0/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 480, 1, 1)"]; +"features/5/0/block/2/scale_activation/sigmoid/0" -> "features/5/0/block/2/mul/0" [dtype=float, shape="(1, 480, 1, 1)"]; +"features/5/0/block/2/mul/0" -> "features/5/0/block/3/0/conv2d/0" [dtype=float, shape="(1, 480, 4, 4)"]; +"features.5.0.block.3.0.weight" -> "features/5/0/block/3/0/conv2d/0" [dtype=float, shape="(112, 480, 1, 1)"]; +"features/5/0/block/3/0/conv2d/0" -> "features/5/0/block/3/1/batch_norm/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features.5.0.block.3.1.weight" -> "features/5/0/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features.5.0.block.3.1.bias" -> "features/5/0/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features.5.0.block.3.1.running_mean" -> "features/5/0/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features.5.0.block.3.1.running_var" -> "features/5/0/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features/5/0/block/3/1/batch_norm/0" -> "features/5/1/block/0/0/conv2d/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features/5/0/block/3/1/batch_norm/0" -> "features/5/1/add_/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features.5.1.block.0.0.weight" -> "features/5/1/block/0/0/conv2d/0" [dtype=float, shape="(672, 112, 1, 1)"]; +"features/5/1/block/0/0/conv2d/0" -> "features/5/1/block/0/1/batch_norm/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.5.1.block.0.1.weight" -> "features/5/1/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.1.block.0.1.bias" -> "features/5/1/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.1.block.0.1.running_mean" -> "features/5/1/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.1.block.0.1.running_var" -> "features/5/1/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features/5/1/block/0/1/batch_norm/0" -> "features/5/1/block/0/2/silu/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/5/1/block/0/2/silu/0" -> "features/5/1/block/1/0/conv2d/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.5.1.block.1.0.weight" -> "features/5/1/block/1/0/conv2d/0" [dtype=float, shape="(672, 1, 5, 5)"]; +"features/5/1/block/1/0/conv2d/0" -> "features/5/1/block/1/1/batch_norm/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.5.1.block.1.1.weight" -> "features/5/1/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.1.block.1.1.bias" -> "features/5/1/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.1.block.1.1.running_mean" -> "features/5/1/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.1.block.1.1.running_var" -> "features/5/1/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features/5/1/block/1/1/batch_norm/0" -> "features/5/1/block/1/2/silu/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/5/1/block/1/2/silu/0" -> "features/5/1/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/5/1/block/1/2/silu/0" -> "features/5/1/block/2/mul/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/5/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/5/1/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 672, 1, 1)"]; +"features.5.1.block.2.fc1.weight" -> "features/5/1/block/2/fc1/conv2d/0" [dtype=float, shape="(28, 672, 1, 1)"]; +"features.5.1.block.2.fc1.bias" -> "features/5/1/block/2/fc1/conv2d/0" [dtype=float, shape="(28,)"]; +"features/5/1/block/2/fc1/conv2d/0" -> "features/5/1/block/2/activation/silu/0" [dtype=float, shape="(1, 28, 1, 1)"]; +"features/5/1/block/2/activation/silu/0" -> "features/5/1/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 28, 1, 1)"]; +"features.5.1.block.2.fc2.weight" -> "features/5/1/block/2/fc2/conv2d/0" [dtype=float, shape="(672, 28, 1, 1)"]; +"features.5.1.block.2.fc2.bias" -> "features/5/1/block/2/fc2/conv2d/0" [dtype=float, shape="(672,)"]; +"features/5/1/block/2/fc2/conv2d/0" -> "features/5/1/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 672, 1, 1)"]; +"features/5/1/block/2/scale_activation/sigmoid/0" -> "features/5/1/block/2/mul/0" [dtype=float, shape="(1, 672, 1, 1)"]; +"features/5/1/block/2/mul/0" -> "features/5/1/block/3/0/conv2d/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.5.1.block.3.0.weight" -> "features/5/1/block/3/0/conv2d/0" [dtype=float, shape="(112, 672, 1, 1)"]; +"features/5/1/block/3/0/conv2d/0" -> "features/5/1/block/3/1/batch_norm/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features.5.1.block.3.1.weight" -> "features/5/1/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features.5.1.block.3.1.bias" -> "features/5/1/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features.5.1.block.3.1.running_mean" -> "features/5/1/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features.5.1.block.3.1.running_var" -> "features/5/1/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features/5/1/block/3/1/batch_norm/0" -> "features/5/1/add_/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features/5/1/add_/0" -> "features/5/2/block/0/0/conv2d/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features/5/1/add_/0" -> "features/5/2/add_/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features.5.2.block.0.0.weight" -> "features/5/2/block/0/0/conv2d/0" [dtype=float, shape="(672, 112, 1, 1)"]; +"features/5/2/block/0/0/conv2d/0" -> "features/5/2/block/0/1/batch_norm/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.5.2.block.0.1.weight" -> "features/5/2/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.2.block.0.1.bias" -> "features/5/2/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.2.block.0.1.running_mean" -> "features/5/2/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.2.block.0.1.running_var" -> "features/5/2/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features/5/2/block/0/1/batch_norm/0" -> "features/5/2/block/0/2/silu/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/5/2/block/0/2/silu/0" -> "features/5/2/block/1/0/conv2d/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.5.2.block.1.0.weight" -> "features/5/2/block/1/0/conv2d/0" [dtype=float, shape="(672, 1, 5, 5)"]; +"features/5/2/block/1/0/conv2d/0" -> "features/5/2/block/1/1/batch_norm/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.5.2.block.1.1.weight" -> "features/5/2/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.2.block.1.1.bias" -> "features/5/2/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.2.block.1.1.running_mean" -> "features/5/2/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.5.2.block.1.1.running_var" -> "features/5/2/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features/5/2/block/1/1/batch_norm/0" -> "features/5/2/block/1/2/silu/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/5/2/block/1/2/silu/0" -> "features/5/2/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/5/2/block/1/2/silu/0" -> "features/5/2/block/2/mul/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/5/2/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/5/2/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 672, 1, 1)"]; +"features.5.2.block.2.fc1.weight" -> "features/5/2/block/2/fc1/conv2d/0" [dtype=float, shape="(28, 672, 1, 1)"]; +"features.5.2.block.2.fc1.bias" -> "features/5/2/block/2/fc1/conv2d/0" [dtype=float, shape="(28,)"]; +"features/5/2/block/2/fc1/conv2d/0" -> "features/5/2/block/2/activation/silu/0" [dtype=float, shape="(1, 28, 1, 1)"]; +"features/5/2/block/2/activation/silu/0" -> "features/5/2/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 28, 1, 1)"]; +"features.5.2.block.2.fc2.weight" -> "features/5/2/block/2/fc2/conv2d/0" [dtype=float, shape="(672, 28, 1, 1)"]; +"features.5.2.block.2.fc2.bias" -> "features/5/2/block/2/fc2/conv2d/0" [dtype=float, shape="(672,)"]; +"features/5/2/block/2/fc2/conv2d/0" -> "features/5/2/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 672, 1, 1)"]; +"features/5/2/block/2/scale_activation/sigmoid/0" -> "features/5/2/block/2/mul/0" [dtype=float, shape="(1, 672, 1, 1)"]; +"features/5/2/block/2/mul/0" -> "features/5/2/block/3/0/conv2d/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.5.2.block.3.0.weight" -> "features/5/2/block/3/0/conv2d/0" [dtype=float, shape="(112, 672, 1, 1)"]; +"features/5/2/block/3/0/conv2d/0" -> "features/5/2/block/3/1/batch_norm/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features.5.2.block.3.1.weight" -> "features/5/2/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features.5.2.block.3.1.bias" -> "features/5/2/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features.5.2.block.3.1.running_mean" -> "features/5/2/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features.5.2.block.3.1.running_var" -> "features/5/2/block/3/1/batch_norm/0" [dtype=float, shape="(112,)"]; +"features/5/2/block/3/1/batch_norm/0" -> "features/5/2/add_/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features/5/2/add_/0" -> "features/6/0/block/0/0/conv2d/0" [dtype=float, shape="(1, 112, 4, 4)"]; +"features.6.0.block.0.0.weight" -> "features/6/0/block/0/0/conv2d/0" [dtype=float, shape="(672, 112, 1, 1)"]; +"features/6/0/block/0/0/conv2d/0" -> "features/6/0/block/0/1/batch_norm/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.6.0.block.0.1.weight" -> "features/6/0/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.6.0.block.0.1.bias" -> "features/6/0/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.6.0.block.0.1.running_mean" -> "features/6/0/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.6.0.block.0.1.running_var" -> "features/6/0/block/0/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features/6/0/block/0/1/batch_norm/0" -> "features/6/0/block/0/2/silu/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features/6/0/block/0/2/silu/0" -> "features/6/0/block/1/0/conv2d/0" [dtype=float, shape="(1, 672, 4, 4)"]; +"features.6.0.block.1.0.weight" -> "features/6/0/block/1/0/conv2d/0" [dtype=float, shape="(672, 1, 5, 5)"]; +"features/6/0/block/1/0/conv2d/0" -> "features/6/0/block/1/1/batch_norm/0" [dtype=float, shape="(1, 672, 2, 2)"]; +"features.6.0.block.1.1.weight" -> "features/6/0/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.6.0.block.1.1.bias" -> "features/6/0/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.6.0.block.1.1.running_mean" -> "features/6/0/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features.6.0.block.1.1.running_var" -> "features/6/0/block/1/1/batch_norm/0" [dtype=float, shape="(672,)"]; +"features/6/0/block/1/1/batch_norm/0" -> "features/6/0/block/1/2/silu/0" [dtype=float, shape="(1, 672, 2, 2)"]; +"features/6/0/block/1/2/silu/0" -> "features/6/0/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 672, 2, 2)"]; +"features/6/0/block/1/2/silu/0" -> "features/6/0/block/2/mul/0" [dtype=float, shape="(1, 672, 2, 2)"]; +"features/6/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/6/0/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 672, 1, 1)"]; +"features.6.0.block.2.fc1.weight" -> "features/6/0/block/2/fc1/conv2d/0" [dtype=float, shape="(28, 672, 1, 1)"]; +"features.6.0.block.2.fc1.bias" -> "features/6/0/block/2/fc1/conv2d/0" [dtype=float, shape="(28,)"]; +"features/6/0/block/2/fc1/conv2d/0" -> "features/6/0/block/2/activation/silu/0" [dtype=float, shape="(1, 28, 1, 1)"]; +"features/6/0/block/2/activation/silu/0" -> "features/6/0/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 28, 1, 1)"]; +"features.6.0.block.2.fc2.weight" -> "features/6/0/block/2/fc2/conv2d/0" [dtype=float, shape="(672, 28, 1, 1)"]; +"features.6.0.block.2.fc2.bias" -> "features/6/0/block/2/fc2/conv2d/0" [dtype=float, shape="(672,)"]; +"features/6/0/block/2/fc2/conv2d/0" -> "features/6/0/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 672, 1, 1)"]; +"features/6/0/block/2/scale_activation/sigmoid/0" -> "features/6/0/block/2/mul/0" [dtype=float, shape="(1, 672, 1, 1)"]; +"features/6/0/block/2/mul/0" -> "features/6/0/block/3/0/conv2d/0" [dtype=float, shape="(1, 672, 2, 2)"]; +"features.6.0.block.3.0.weight" -> "features/6/0/block/3/0/conv2d/0" [dtype=float, shape="(192, 672, 1, 1)"]; +"features/6/0/block/3/0/conv2d/0" -> "features/6/0/block/3/1/batch_norm/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features.6.0.block.3.1.weight" -> "features/6/0/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.0.block.3.1.bias" -> "features/6/0/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.0.block.3.1.running_mean" -> "features/6/0/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.0.block.3.1.running_var" -> "features/6/0/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/6/0/block/3/1/batch_norm/0" -> "features/6/1/block/0/0/conv2d/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features/6/0/block/3/1/batch_norm/0" -> "features/6/1/add_/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features.6.1.block.0.0.weight" -> "features/6/1/block/0/0/conv2d/0" [dtype=float, shape="(1152, 192, 1, 1)"]; +"features/6/1/block/0/0/conv2d/0" -> "features/6/1/block/0/1/batch_norm/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.1.block.0.1.weight" -> "features/6/1/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.1.block.0.1.bias" -> "features/6/1/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.1.block.0.1.running_mean" -> "features/6/1/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.1.block.0.1.running_var" -> "features/6/1/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features/6/1/block/0/1/batch_norm/0" -> "features/6/1/block/0/2/silu/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/1/block/0/2/silu/0" -> "features/6/1/block/1/0/conv2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.1.block.1.0.weight" -> "features/6/1/block/1/0/conv2d/0" [dtype=float, shape="(1152, 1, 5, 5)"]; +"features/6/1/block/1/0/conv2d/0" -> "features/6/1/block/1/1/batch_norm/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.1.block.1.1.weight" -> "features/6/1/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.1.block.1.1.bias" -> "features/6/1/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.1.block.1.1.running_mean" -> "features/6/1/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.1.block.1.1.running_var" -> "features/6/1/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features/6/1/block/1/1/batch_norm/0" -> "features/6/1/block/1/2/silu/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/1/block/1/2/silu/0" -> "features/6/1/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/1/block/1/2/silu/0" -> "features/6/1/block/2/mul/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/1/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/6/1/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features.6.1.block.2.fc1.weight" -> "features/6/1/block/2/fc1/conv2d/0" [dtype=float, shape="(48, 1152, 1, 1)"]; +"features.6.1.block.2.fc1.bias" -> "features/6/1/block/2/fc1/conv2d/0" [dtype=float, shape="(48,)"]; +"features/6/1/block/2/fc1/conv2d/0" -> "features/6/1/block/2/activation/silu/0" [dtype=float, shape="(1, 48, 1, 1)"]; +"features/6/1/block/2/activation/silu/0" -> "features/6/1/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 48, 1, 1)"]; +"features.6.1.block.2.fc2.weight" -> "features/6/1/block/2/fc2/conv2d/0" [dtype=float, shape="(1152, 48, 1, 1)"]; +"features.6.1.block.2.fc2.bias" -> "features/6/1/block/2/fc2/conv2d/0" [dtype=float, shape="(1152,)"]; +"features/6/1/block/2/fc2/conv2d/0" -> "features/6/1/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features/6/1/block/2/scale_activation/sigmoid/0" -> "features/6/1/block/2/mul/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features/6/1/block/2/mul/0" -> "features/6/1/block/3/0/conv2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.1.block.3.0.weight" -> "features/6/1/block/3/0/conv2d/0" [dtype=float, shape="(192, 1152, 1, 1)"]; +"features/6/1/block/3/0/conv2d/0" -> "features/6/1/block/3/1/batch_norm/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features.6.1.block.3.1.weight" -> "features/6/1/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.1.block.3.1.bias" -> "features/6/1/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.1.block.3.1.running_mean" -> "features/6/1/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.1.block.3.1.running_var" -> "features/6/1/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/6/1/block/3/1/batch_norm/0" -> "features/6/1/add_/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features/6/1/add_/0" -> "features/6/2/block/0/0/conv2d/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features/6/1/add_/0" -> "features/6/2/add_/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features.6.2.block.0.0.weight" -> "features/6/2/block/0/0/conv2d/0" [dtype=float, shape="(1152, 192, 1, 1)"]; +"features/6/2/block/0/0/conv2d/0" -> "features/6/2/block/0/1/batch_norm/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.2.block.0.1.weight" -> "features/6/2/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.2.block.0.1.bias" -> "features/6/2/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.2.block.0.1.running_mean" -> "features/6/2/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.2.block.0.1.running_var" -> "features/6/2/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features/6/2/block/0/1/batch_norm/0" -> "features/6/2/block/0/2/silu/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/2/block/0/2/silu/0" -> "features/6/2/block/1/0/conv2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.2.block.1.0.weight" -> "features/6/2/block/1/0/conv2d/0" [dtype=float, shape="(1152, 1, 5, 5)"]; +"features/6/2/block/1/0/conv2d/0" -> "features/6/2/block/1/1/batch_norm/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.2.block.1.1.weight" -> "features/6/2/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.2.block.1.1.bias" -> "features/6/2/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.2.block.1.1.running_mean" -> "features/6/2/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.2.block.1.1.running_var" -> "features/6/2/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features/6/2/block/1/1/batch_norm/0" -> "features/6/2/block/1/2/silu/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/2/block/1/2/silu/0" -> "features/6/2/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/2/block/1/2/silu/0" -> "features/6/2/block/2/mul/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/2/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/6/2/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features.6.2.block.2.fc1.weight" -> "features/6/2/block/2/fc1/conv2d/0" [dtype=float, shape="(48, 1152, 1, 1)"]; +"features.6.2.block.2.fc1.bias" -> "features/6/2/block/2/fc1/conv2d/0" [dtype=float, shape="(48,)"]; +"features/6/2/block/2/fc1/conv2d/0" -> "features/6/2/block/2/activation/silu/0" [dtype=float, shape="(1, 48, 1, 1)"]; +"features/6/2/block/2/activation/silu/0" -> "features/6/2/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 48, 1, 1)"]; +"features.6.2.block.2.fc2.weight" -> "features/6/2/block/2/fc2/conv2d/0" [dtype=float, shape="(1152, 48, 1, 1)"]; +"features.6.2.block.2.fc2.bias" -> "features/6/2/block/2/fc2/conv2d/0" [dtype=float, shape="(1152,)"]; +"features/6/2/block/2/fc2/conv2d/0" -> "features/6/2/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features/6/2/block/2/scale_activation/sigmoid/0" -> "features/6/2/block/2/mul/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features/6/2/block/2/mul/0" -> "features/6/2/block/3/0/conv2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.2.block.3.0.weight" -> "features/6/2/block/3/0/conv2d/0" [dtype=float, shape="(192, 1152, 1, 1)"]; +"features/6/2/block/3/0/conv2d/0" -> "features/6/2/block/3/1/batch_norm/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features.6.2.block.3.1.weight" -> "features/6/2/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.2.block.3.1.bias" -> "features/6/2/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.2.block.3.1.running_mean" -> "features/6/2/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.2.block.3.1.running_var" -> "features/6/2/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/6/2/block/3/1/batch_norm/0" -> "features/6/2/add_/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features/6/2/add_/0" -> "features/6/3/block/0/0/conv2d/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features/6/2/add_/0" -> "features/6/3/add_/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features.6.3.block.0.0.weight" -> "features/6/3/block/0/0/conv2d/0" [dtype=float, shape="(1152, 192, 1, 1)"]; +"features/6/3/block/0/0/conv2d/0" -> "features/6/3/block/0/1/batch_norm/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.3.block.0.1.weight" -> "features/6/3/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.3.block.0.1.bias" -> "features/6/3/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.3.block.0.1.running_mean" -> "features/6/3/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.3.block.0.1.running_var" -> "features/6/3/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features/6/3/block/0/1/batch_norm/0" -> "features/6/3/block/0/2/silu/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/3/block/0/2/silu/0" -> "features/6/3/block/1/0/conv2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.3.block.1.0.weight" -> "features/6/3/block/1/0/conv2d/0" [dtype=float, shape="(1152, 1, 5, 5)"]; +"features/6/3/block/1/0/conv2d/0" -> "features/6/3/block/1/1/batch_norm/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.3.block.1.1.weight" -> "features/6/3/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.3.block.1.1.bias" -> "features/6/3/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.3.block.1.1.running_mean" -> "features/6/3/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.6.3.block.1.1.running_var" -> "features/6/3/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features/6/3/block/1/1/batch_norm/0" -> "features/6/3/block/1/2/silu/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/3/block/1/2/silu/0" -> "features/6/3/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/3/block/1/2/silu/0" -> "features/6/3/block/2/mul/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/6/3/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/6/3/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features.6.3.block.2.fc1.weight" -> "features/6/3/block/2/fc1/conv2d/0" [dtype=float, shape="(48, 1152, 1, 1)"]; +"features.6.3.block.2.fc1.bias" -> "features/6/3/block/2/fc1/conv2d/0" [dtype=float, shape="(48,)"]; +"features/6/3/block/2/fc1/conv2d/0" -> "features/6/3/block/2/activation/silu/0" [dtype=float, shape="(1, 48, 1, 1)"]; +"features/6/3/block/2/activation/silu/0" -> "features/6/3/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 48, 1, 1)"]; +"features.6.3.block.2.fc2.weight" -> "features/6/3/block/2/fc2/conv2d/0" [dtype=float, shape="(1152, 48, 1, 1)"]; +"features.6.3.block.2.fc2.bias" -> "features/6/3/block/2/fc2/conv2d/0" [dtype=float, shape="(1152,)"]; +"features/6/3/block/2/fc2/conv2d/0" -> "features/6/3/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features/6/3/block/2/scale_activation/sigmoid/0" -> "features/6/3/block/2/mul/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features/6/3/block/2/mul/0" -> "features/6/3/block/3/0/conv2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.6.3.block.3.0.weight" -> "features/6/3/block/3/0/conv2d/0" [dtype=float, shape="(192, 1152, 1, 1)"]; +"features/6/3/block/3/0/conv2d/0" -> "features/6/3/block/3/1/batch_norm/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features.6.3.block.3.1.weight" -> "features/6/3/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.3.block.3.1.bias" -> "features/6/3/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.3.block.3.1.running_mean" -> "features/6/3/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.3.block.3.1.running_var" -> "features/6/3/block/3/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/6/3/block/3/1/batch_norm/0" -> "features/6/3/add_/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features/6/3/add_/0" -> "features/7/0/block/0/0/conv2d/0" [dtype=float, shape="(1, 192, 2, 2)"]; +"features.7.0.block.0.0.weight" -> "features/7/0/block/0/0/conv2d/0" [dtype=float, shape="(1152, 192, 1, 1)"]; +"features/7/0/block/0/0/conv2d/0" -> "features/7/0/block/0/1/batch_norm/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.7.0.block.0.1.weight" -> "features/7/0/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.7.0.block.0.1.bias" -> "features/7/0/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.7.0.block.0.1.running_mean" -> "features/7/0/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.7.0.block.0.1.running_var" -> "features/7/0/block/0/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features/7/0/block/0/1/batch_norm/0" -> "features/7/0/block/0/2/silu/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/7/0/block/0/2/silu/0" -> "features/7/0/block/1/0/conv2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.7.0.block.1.0.weight" -> "features/7/0/block/1/0/conv2d/0" [dtype=float, shape="(1152, 1, 3, 3)"]; +"features/7/0/block/1/0/conv2d/0" -> "features/7/0/block/1/1/batch_norm/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.7.0.block.1.1.weight" -> "features/7/0/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.7.0.block.1.1.bias" -> "features/7/0/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.7.0.block.1.1.running_mean" -> "features/7/0/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features.7.0.block.1.1.running_var" -> "features/7/0/block/1/1/batch_norm/0" [dtype=float, shape="(1152,)"]; +"features/7/0/block/1/1/batch_norm/0" -> "features/7/0/block/1/2/silu/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/7/0/block/1/2/silu/0" -> "features/7/0/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/7/0/block/1/2/silu/0" -> "features/7/0/block/2/mul/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features/7/0/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/7/0/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features.7.0.block.2.fc1.weight" -> "features/7/0/block/2/fc1/conv2d/0" [dtype=float, shape="(48, 1152, 1, 1)"]; +"features.7.0.block.2.fc1.bias" -> "features/7/0/block/2/fc1/conv2d/0" [dtype=float, shape="(48,)"]; +"features/7/0/block/2/fc1/conv2d/0" -> "features/7/0/block/2/activation/silu/0" [dtype=float, shape="(1, 48, 1, 1)"]; +"features/7/0/block/2/activation/silu/0" -> "features/7/0/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 48, 1, 1)"]; +"features.7.0.block.2.fc2.weight" -> "features/7/0/block/2/fc2/conv2d/0" [dtype=float, shape="(1152, 48, 1, 1)"]; +"features.7.0.block.2.fc2.bias" -> "features/7/0/block/2/fc2/conv2d/0" [dtype=float, shape="(1152,)"]; +"features/7/0/block/2/fc2/conv2d/0" -> "features/7/0/block/2/scale_activation/sigmoid/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features/7/0/block/2/scale_activation/sigmoid/0" -> "features/7/0/block/2/mul/0" [dtype=float, shape="(1, 1152, 1, 1)"]; +"features/7/0/block/2/mul/0" -> "features/7/0/block/3/0/conv2d/0" [dtype=float, shape="(1, 1152, 2, 2)"]; +"features.7.0.block.3.0.weight" -> "features/7/0/block/3/0/conv2d/0" [dtype=float, shape="(320, 1152, 1, 1)"]; +"features/7/0/block/3/0/conv2d/0" -> "features/7/0/block/3/1/batch_norm/0" [dtype=float, shape="(1, 320, 2, 2)"]; +"features.7.0.block.3.1.weight" -> "features/7/0/block/3/1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.7.0.block.3.1.bias" -> "features/7/0/block/3/1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.7.0.block.3.1.running_mean" -> "features/7/0/block/3/1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.7.0.block.3.1.running_var" -> "features/7/0/block/3/1/batch_norm/0" [dtype=float, shape="(320,)"]; +"features/7/0/block/3/1/batch_norm/0" -> "features/8/0/conv2d/0" [dtype=float, shape="(1, 320, 2, 2)"]; +"features.8.0.weight" -> "features/8/0/conv2d/0" [dtype=float, shape="(1280, 320, 1, 1)"]; +"features/8/0/conv2d/0" -> "features/8/1/batch_norm/0" [dtype=float, shape="(1, 1280, 2, 2)"]; +"features.8.1.weight" -> "features/8/1/batch_norm/0" [dtype=float, shape="(1280,)"]; +"features.8.1.bias" -> "features/8/1/batch_norm/0" [dtype=float, shape="(1280,)"]; +"features.8.1.running_mean" -> "features/8/1/batch_norm/0" [dtype=float, shape="(1280,)"]; +"features.8.1.running_var" -> "features/8/1/batch_norm/0" [dtype=float, shape="(1280,)"]; +"features/8/1/batch_norm/0" -> "features/8/2/silu/0" [dtype=float, shape="(1, 1280, 2, 2)"]; +"features/8/2/silu/0" -> "avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 1280, 2, 2)"]; +"avgpool/adaptive_avg_pool2d/0" -> "/flatten/0" [dtype=float, shape="(1, 1280, 1, 1)"]; +"/flatten/0" -> "classifier/0/dropout/0" [dtype=float, shape="(1, 1280)"]; +"classifier/0/dropout/0" -> "classifier/1/linear/0" [dtype=float, shape="(1, 1280)"]; +"classifier.1.weight" -> "classifier/1/linear/0" [dtype=float, shape="(1000, 1280)"]; +"classifier.1.bias" -> "classifier/1/linear/0" [dtype=float, shape="(1000,)"]; +"classifier/1/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_inception_v3.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_inception_v3.dot index ebaf33466d2..25e9ddcc4a1 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_inception_v3.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_inception_v3.dot @@ -1,1612 +1,1612 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 Conv2d_1a_3x3.conv.weight" [id=1, type=nncf_model_const]; -"2 Conv2d_1a_3x3/conv/conv2d/0" [id=2, type=conv2d]; -"3 Conv2d_1a_3x3.bn.weight" [id=3, type=nncf_model_const]; -"4 Conv2d_1a_3x3.bn.bias" [id=4, type=nncf_model_const]; -"5 Conv2d_1a_3x3.bn.running_mean" [id=5, type=nncf_model_const]; -"6 Conv2d_1a_3x3.bn.running_var" [id=6, type=nncf_model_const]; -"7 Conv2d_1a_3x3/bn/batch_norm/0" [id=7, type=batch_norm]; -"8 Conv2d_1a_3x3/relu_/0" [id=8, type=relu_]; -"9 Conv2d_2a_3x3.conv.weight" [id=9, type=nncf_model_const]; -"10 Conv2d_2a_3x3/conv/conv2d/0" [id=10, type=conv2d]; -"11 Conv2d_2a_3x3.bn.weight" [id=11, type=nncf_model_const]; -"12 Conv2d_2a_3x3.bn.bias" [id=12, type=nncf_model_const]; -"13 Conv2d_2a_3x3.bn.running_mean" [id=13, type=nncf_model_const]; -"14 Conv2d_2a_3x3.bn.running_var" [id=14, type=nncf_model_const]; -"15 Conv2d_2a_3x3/bn/batch_norm/0" [id=15, type=batch_norm]; -"16 Conv2d_2a_3x3/relu_/0" [id=16, type=relu_]; -"17 Conv2d_2b_3x3.conv.weight" [id=17, type=nncf_model_const]; -"18 Conv2d_2b_3x3/conv/conv2d/0" [id=18, type=conv2d]; -"19 Conv2d_2b_3x3.bn.weight" [id=19, type=nncf_model_const]; -"20 Conv2d_2b_3x3.bn.bias" [id=20, type=nncf_model_const]; -"21 Conv2d_2b_3x3.bn.running_mean" [id=21, type=nncf_model_const]; -"22 Conv2d_2b_3x3.bn.running_var" [id=22, type=nncf_model_const]; -"23 Conv2d_2b_3x3/bn/batch_norm/0" [id=23, type=batch_norm]; -"24 Conv2d_2b_3x3/relu_/0" [id=24, type=relu_]; -"25 maxpool1/max_pool2d/0" [id=25, type=max_pool2d]; -"26 Conv2d_3b_1x1.conv.weight" [id=26, type=nncf_model_const]; -"27 Conv2d_3b_1x1/conv/conv2d/0" [id=27, type=conv2d]; -"28 Conv2d_3b_1x1.bn.weight" [id=28, type=nncf_model_const]; -"29 Conv2d_3b_1x1.bn.bias" [id=29, type=nncf_model_const]; -"30 Conv2d_3b_1x1.bn.running_mean" [id=30, type=nncf_model_const]; -"31 Conv2d_3b_1x1.bn.running_var" [id=31, type=nncf_model_const]; -"32 Conv2d_3b_1x1/bn/batch_norm/0" [id=32, type=batch_norm]; -"33 Conv2d_3b_1x1/relu_/0" [id=33, type=relu_]; -"34 Conv2d_4a_3x3.conv.weight" [id=34, type=nncf_model_const]; -"35 Conv2d_4a_3x3/conv/conv2d/0" [id=35, type=conv2d]; -"36 Conv2d_4a_3x3.bn.weight" [id=36, type=nncf_model_const]; -"37 Conv2d_4a_3x3.bn.bias" [id=37, type=nncf_model_const]; -"38 Conv2d_4a_3x3.bn.running_mean" [id=38, type=nncf_model_const]; -"39 Conv2d_4a_3x3.bn.running_var" [id=39, type=nncf_model_const]; -"40 Conv2d_4a_3x3/bn/batch_norm/0" [id=40, type=batch_norm]; -"41 Conv2d_4a_3x3/relu_/0" [id=41, type=relu_]; -"42 maxpool2/max_pool2d/0" [id=42, type=max_pool2d]; -"43 Mixed_5b.branch1x1.conv.weight" [id=43, type=nncf_model_const]; -"44 Mixed_5b/branch1x1/conv/conv2d/0" [id=44, type=conv2d]; -"45 Mixed_5b.branch1x1.bn.weight" [id=45, type=nncf_model_const]; -"46 Mixed_5b.branch1x1.bn.bias" [id=46, type=nncf_model_const]; -"47 Mixed_5b.branch1x1.bn.running_mean" [id=47, type=nncf_model_const]; -"48 Mixed_5b.branch1x1.bn.running_var" [id=48, type=nncf_model_const]; -"49 Mixed_5b/branch1x1/bn/batch_norm/0" [id=49, type=batch_norm]; -"50 Mixed_5b/branch1x1/relu_/0" [id=50, type=relu_]; -"51 Mixed_5b.branch5x5_1.conv.weight" [id=51, type=nncf_model_const]; -"52 Mixed_5b/branch5x5_1/conv/conv2d/0" [id=52, type=conv2d]; -"53 Mixed_5b.branch5x5_1.bn.weight" [id=53, type=nncf_model_const]; -"54 Mixed_5b.branch5x5_1.bn.bias" [id=54, type=nncf_model_const]; -"55 Mixed_5b.branch5x5_1.bn.running_mean" [id=55, type=nncf_model_const]; -"56 Mixed_5b.branch5x5_1.bn.running_var" [id=56, type=nncf_model_const]; -"57 Mixed_5b/branch5x5_1/bn/batch_norm/0" [id=57, type=batch_norm]; -"58 Mixed_5b/branch5x5_1/relu_/0" [id=58, type=relu_]; -"59 Mixed_5b.branch5x5_2.conv.weight" [id=59, type=nncf_model_const]; -"60 Mixed_5b/branch5x5_2/conv/conv2d/0" [id=60, type=conv2d]; -"61 Mixed_5b.branch5x5_2.bn.weight" [id=61, type=nncf_model_const]; -"62 Mixed_5b.branch5x5_2.bn.bias" [id=62, type=nncf_model_const]; -"63 Mixed_5b.branch5x5_2.bn.running_mean" [id=63, type=nncf_model_const]; -"64 Mixed_5b.branch5x5_2.bn.running_var" [id=64, type=nncf_model_const]; -"65 Mixed_5b/branch5x5_2/bn/batch_norm/0" [id=65, type=batch_norm]; -"66 Mixed_5b/branch5x5_2/relu_/0" [id=66, type=relu_]; -"67 Mixed_5b.branch3x3dbl_1.conv.weight" [id=67, type=nncf_model_const]; -"68 Mixed_5b/branch3x3dbl_1/conv/conv2d/0" [id=68, type=conv2d]; -"69 Mixed_5b.branch3x3dbl_1.bn.weight" [id=69, type=nncf_model_const]; -"70 Mixed_5b.branch3x3dbl_1.bn.bias" [id=70, type=nncf_model_const]; -"71 Mixed_5b.branch3x3dbl_1.bn.running_mean" [id=71, type=nncf_model_const]; -"72 Mixed_5b.branch3x3dbl_1.bn.running_var" [id=72, type=nncf_model_const]; -"73 Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [id=73, type=batch_norm]; -"74 Mixed_5b/branch3x3dbl_1/relu_/0" [id=74, type=relu_]; -"75 Mixed_5b.branch3x3dbl_2.conv.weight" [id=75, type=nncf_model_const]; -"76 Mixed_5b/branch3x3dbl_2/conv/conv2d/0" [id=76, type=conv2d]; -"77 Mixed_5b.branch3x3dbl_2.bn.weight" [id=77, type=nncf_model_const]; -"78 Mixed_5b.branch3x3dbl_2.bn.bias" [id=78, type=nncf_model_const]; -"79 Mixed_5b.branch3x3dbl_2.bn.running_mean" [id=79, type=nncf_model_const]; -"80 Mixed_5b.branch3x3dbl_2.bn.running_var" [id=80, type=nncf_model_const]; -"81 Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [id=81, type=batch_norm]; -"82 Mixed_5b/branch3x3dbl_2/relu_/0" [id=82, type=relu_]; -"83 Mixed_5b.branch3x3dbl_3.conv.weight" [id=83, type=nncf_model_const]; -"84 Mixed_5b/branch3x3dbl_3/conv/conv2d/0" [id=84, type=conv2d]; -"85 Mixed_5b.branch3x3dbl_3.bn.weight" [id=85, type=nncf_model_const]; -"86 Mixed_5b.branch3x3dbl_3.bn.bias" [id=86, type=nncf_model_const]; -"87 Mixed_5b.branch3x3dbl_3.bn.running_mean" [id=87, type=nncf_model_const]; -"88 Mixed_5b.branch3x3dbl_3.bn.running_var" [id=88, type=nncf_model_const]; -"89 Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [id=89, type=batch_norm]; -"90 Mixed_5b/branch3x3dbl_3/relu_/0" [id=90, type=relu_]; -"91 Mixed_5b/avg_pool2d/0" [id=91, type=avg_pool2d]; -"92 Mixed_5b.branch_pool.conv.weight" [id=92, type=nncf_model_const]; -"93 Mixed_5b/branch_pool/conv/conv2d/0" [id=93, type=conv2d]; -"94 Mixed_5b.branch_pool.bn.weight" [id=94, type=nncf_model_const]; -"95 Mixed_5b.branch_pool.bn.bias" [id=95, type=nncf_model_const]; -"96 Mixed_5b.branch_pool.bn.running_mean" [id=96, type=nncf_model_const]; -"97 Mixed_5b.branch_pool.bn.running_var" [id=97, type=nncf_model_const]; -"98 Mixed_5b/branch_pool/bn/batch_norm/0" [id=98, type=batch_norm]; -"99 Mixed_5b/branch_pool/relu_/0" [id=99, type=relu_]; -"100 Mixed_5b/cat/0" [id=100, type=cat]; -"101 Mixed_5c.branch1x1.conv.weight" [id=101, type=nncf_model_const]; -"102 Mixed_5c/branch1x1/conv/conv2d/0" [id=102, type=conv2d]; -"103 Mixed_5c.branch1x1.bn.weight" [id=103, type=nncf_model_const]; -"104 Mixed_5c.branch1x1.bn.bias" [id=104, type=nncf_model_const]; -"105 Mixed_5c.branch1x1.bn.running_mean" [id=105, type=nncf_model_const]; -"106 Mixed_5c.branch1x1.bn.running_var" [id=106, type=nncf_model_const]; -"107 Mixed_5c/branch1x1/bn/batch_norm/0" [id=107, type=batch_norm]; -"108 Mixed_5c/branch1x1/relu_/0" [id=108, type=relu_]; -"109 Mixed_5c.branch5x5_1.conv.weight" [id=109, type=nncf_model_const]; -"110 Mixed_5c/branch5x5_1/conv/conv2d/0" [id=110, type=conv2d]; -"111 Mixed_5c.branch5x5_1.bn.weight" [id=111, type=nncf_model_const]; -"112 Mixed_5c.branch5x5_1.bn.bias" [id=112, type=nncf_model_const]; -"113 Mixed_5c.branch5x5_1.bn.running_mean" [id=113, type=nncf_model_const]; -"114 Mixed_5c.branch5x5_1.bn.running_var" [id=114, type=nncf_model_const]; -"115 Mixed_5c/branch5x5_1/bn/batch_norm/0" [id=115, type=batch_norm]; -"116 Mixed_5c/branch5x5_1/relu_/0" [id=116, type=relu_]; -"117 Mixed_5c.branch5x5_2.conv.weight" [id=117, type=nncf_model_const]; -"118 Mixed_5c/branch5x5_2/conv/conv2d/0" [id=118, type=conv2d]; -"119 Mixed_5c.branch5x5_2.bn.weight" [id=119, type=nncf_model_const]; -"120 Mixed_5c.branch5x5_2.bn.bias" [id=120, type=nncf_model_const]; -"121 Mixed_5c.branch5x5_2.bn.running_mean" [id=121, type=nncf_model_const]; -"122 Mixed_5c.branch5x5_2.bn.running_var" [id=122, type=nncf_model_const]; -"123 Mixed_5c/branch5x5_2/bn/batch_norm/0" [id=123, type=batch_norm]; -"124 Mixed_5c/branch5x5_2/relu_/0" [id=124, type=relu_]; -"125 Mixed_5c.branch3x3dbl_1.conv.weight" [id=125, type=nncf_model_const]; -"126 Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [id=126, type=conv2d]; -"127 Mixed_5c.branch3x3dbl_1.bn.weight" [id=127, type=nncf_model_const]; -"128 Mixed_5c.branch3x3dbl_1.bn.bias" [id=128, type=nncf_model_const]; -"129 Mixed_5c.branch3x3dbl_1.bn.running_mean" [id=129, type=nncf_model_const]; -"130 Mixed_5c.branch3x3dbl_1.bn.running_var" [id=130, type=nncf_model_const]; -"131 Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [id=131, type=batch_norm]; -"132 Mixed_5c/branch3x3dbl_1/relu_/0" [id=132, type=relu_]; -"133 Mixed_5c.branch3x3dbl_2.conv.weight" [id=133, type=nncf_model_const]; -"134 Mixed_5c/branch3x3dbl_2/conv/conv2d/0" [id=134, type=conv2d]; -"135 Mixed_5c.branch3x3dbl_2.bn.weight" [id=135, type=nncf_model_const]; -"136 Mixed_5c.branch3x3dbl_2.bn.bias" [id=136, type=nncf_model_const]; -"137 Mixed_5c.branch3x3dbl_2.bn.running_mean" [id=137, type=nncf_model_const]; -"138 Mixed_5c.branch3x3dbl_2.bn.running_var" [id=138, type=nncf_model_const]; -"139 Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [id=139, type=batch_norm]; -"140 Mixed_5c/branch3x3dbl_2/relu_/0" [id=140, type=relu_]; -"141 Mixed_5c.branch3x3dbl_3.conv.weight" [id=141, type=nncf_model_const]; -"142 Mixed_5c/branch3x3dbl_3/conv/conv2d/0" [id=142, type=conv2d]; -"143 Mixed_5c.branch3x3dbl_3.bn.weight" [id=143, type=nncf_model_const]; -"144 Mixed_5c.branch3x3dbl_3.bn.bias" [id=144, type=nncf_model_const]; -"145 Mixed_5c.branch3x3dbl_3.bn.running_mean" [id=145, type=nncf_model_const]; -"146 Mixed_5c.branch3x3dbl_3.bn.running_var" [id=146, type=nncf_model_const]; -"147 Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [id=147, type=batch_norm]; -"148 Mixed_5c/branch3x3dbl_3/relu_/0" [id=148, type=relu_]; -"149 Mixed_5c/avg_pool2d/0" [id=149, type=avg_pool2d]; -"150 Mixed_5c.branch_pool.conv.weight" [id=150, type=nncf_model_const]; -"151 Mixed_5c/branch_pool/conv/conv2d/0" [id=151, type=conv2d]; -"152 Mixed_5c.branch_pool.bn.weight" [id=152, type=nncf_model_const]; -"153 Mixed_5c.branch_pool.bn.bias" [id=153, type=nncf_model_const]; -"154 Mixed_5c.branch_pool.bn.running_mean" [id=154, type=nncf_model_const]; -"155 Mixed_5c.branch_pool.bn.running_var" [id=155, type=nncf_model_const]; -"156 Mixed_5c/branch_pool/bn/batch_norm/0" [id=156, type=batch_norm]; -"157 Mixed_5c/branch_pool/relu_/0" [id=157, type=relu_]; -"158 Mixed_5c/cat/0" [id=158, type=cat]; -"159 Mixed_5d.branch1x1.conv.weight" [id=159, type=nncf_model_const]; -"160 Mixed_5d/branch1x1/conv/conv2d/0" [id=160, type=conv2d]; -"161 Mixed_5d.branch1x1.bn.weight" [id=161, type=nncf_model_const]; -"162 Mixed_5d.branch1x1.bn.bias" [id=162, type=nncf_model_const]; -"163 Mixed_5d.branch1x1.bn.running_mean" [id=163, type=nncf_model_const]; -"164 Mixed_5d.branch1x1.bn.running_var" [id=164, type=nncf_model_const]; -"165 Mixed_5d/branch1x1/bn/batch_norm/0" [id=165, type=batch_norm]; -"166 Mixed_5d/branch1x1/relu_/0" [id=166, type=relu_]; -"167 Mixed_5d.branch5x5_1.conv.weight" [id=167, type=nncf_model_const]; -"168 Mixed_5d/branch5x5_1/conv/conv2d/0" [id=168, type=conv2d]; -"169 Mixed_5d.branch5x5_1.bn.weight" [id=169, type=nncf_model_const]; -"170 Mixed_5d.branch5x5_1.bn.bias" [id=170, type=nncf_model_const]; -"171 Mixed_5d.branch5x5_1.bn.running_mean" [id=171, type=nncf_model_const]; -"172 Mixed_5d.branch5x5_1.bn.running_var" [id=172, type=nncf_model_const]; -"173 Mixed_5d/branch5x5_1/bn/batch_norm/0" [id=173, type=batch_norm]; -"174 Mixed_5d/branch5x5_1/relu_/0" [id=174, type=relu_]; -"175 Mixed_5d.branch5x5_2.conv.weight" [id=175, type=nncf_model_const]; -"176 Mixed_5d/branch5x5_2/conv/conv2d/0" [id=176, type=conv2d]; -"177 Mixed_5d.branch5x5_2.bn.weight" [id=177, type=nncf_model_const]; -"178 Mixed_5d.branch5x5_2.bn.bias" [id=178, type=nncf_model_const]; -"179 Mixed_5d.branch5x5_2.bn.running_mean" [id=179, type=nncf_model_const]; -"180 Mixed_5d.branch5x5_2.bn.running_var" [id=180, type=nncf_model_const]; -"181 Mixed_5d/branch5x5_2/bn/batch_norm/0" [id=181, type=batch_norm]; -"182 Mixed_5d/branch5x5_2/relu_/0" [id=182, type=relu_]; -"183 Mixed_5d.branch3x3dbl_1.conv.weight" [id=183, type=nncf_model_const]; -"184 Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [id=184, type=conv2d]; -"185 Mixed_5d.branch3x3dbl_1.bn.weight" [id=185, type=nncf_model_const]; -"186 Mixed_5d.branch3x3dbl_1.bn.bias" [id=186, type=nncf_model_const]; -"187 Mixed_5d.branch3x3dbl_1.bn.running_mean" [id=187, type=nncf_model_const]; -"188 Mixed_5d.branch3x3dbl_1.bn.running_var" [id=188, type=nncf_model_const]; -"189 Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [id=189, type=batch_norm]; -"190 Mixed_5d/branch3x3dbl_1/relu_/0" [id=190, type=relu_]; -"191 Mixed_5d.branch3x3dbl_2.conv.weight" [id=191, type=nncf_model_const]; -"192 Mixed_5d/branch3x3dbl_2/conv/conv2d/0" [id=192, type=conv2d]; -"193 Mixed_5d.branch3x3dbl_2.bn.weight" [id=193, type=nncf_model_const]; -"194 Mixed_5d.branch3x3dbl_2.bn.bias" [id=194, type=nncf_model_const]; -"195 Mixed_5d.branch3x3dbl_2.bn.running_mean" [id=195, type=nncf_model_const]; -"196 Mixed_5d.branch3x3dbl_2.bn.running_var" [id=196, type=nncf_model_const]; -"197 Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [id=197, type=batch_norm]; -"198 Mixed_5d/branch3x3dbl_2/relu_/0" [id=198, type=relu_]; -"199 Mixed_5d.branch3x3dbl_3.conv.weight" [id=199, type=nncf_model_const]; -"200 Mixed_5d/branch3x3dbl_3/conv/conv2d/0" [id=200, type=conv2d]; -"201 Mixed_5d.branch3x3dbl_3.bn.weight" [id=201, type=nncf_model_const]; -"202 Mixed_5d.branch3x3dbl_3.bn.bias" [id=202, type=nncf_model_const]; -"203 Mixed_5d.branch3x3dbl_3.bn.running_mean" [id=203, type=nncf_model_const]; -"204 Mixed_5d.branch3x3dbl_3.bn.running_var" [id=204, type=nncf_model_const]; -"205 Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [id=205, type=batch_norm]; -"206 Mixed_5d/branch3x3dbl_3/relu_/0" [id=206, type=relu_]; -"207 Mixed_5d/avg_pool2d/0" [id=207, type=avg_pool2d]; -"208 Mixed_5d.branch_pool.conv.weight" [id=208, type=nncf_model_const]; -"209 Mixed_5d/branch_pool/conv/conv2d/0" [id=209, type=conv2d]; -"210 Mixed_5d.branch_pool.bn.weight" [id=210, type=nncf_model_const]; -"211 Mixed_5d.branch_pool.bn.bias" [id=211, type=nncf_model_const]; -"212 Mixed_5d.branch_pool.bn.running_mean" [id=212, type=nncf_model_const]; -"213 Mixed_5d.branch_pool.bn.running_var" [id=213, type=nncf_model_const]; -"214 Mixed_5d/branch_pool/bn/batch_norm/0" [id=214, type=batch_norm]; -"215 Mixed_5d/branch_pool/relu_/0" [id=215, type=relu_]; -"216 Mixed_5d/cat/0" [id=216, type=cat]; -"217 Mixed_6a.branch3x3.conv.weight" [id=217, type=nncf_model_const]; -"218 Mixed_6a/branch3x3/conv/conv2d/0" [id=218, type=conv2d]; -"219 Mixed_6a.branch3x3.bn.weight" [id=219, type=nncf_model_const]; -"220 Mixed_6a.branch3x3.bn.bias" [id=220, type=nncf_model_const]; -"221 Mixed_6a.branch3x3.bn.running_mean" [id=221, type=nncf_model_const]; -"222 Mixed_6a.branch3x3.bn.running_var" [id=222, type=nncf_model_const]; -"223 Mixed_6a/branch3x3/bn/batch_norm/0" [id=223, type=batch_norm]; -"224 Mixed_6a/branch3x3/relu_/0" [id=224, type=relu_]; -"225 Mixed_6a.branch3x3dbl_1.conv.weight" [id=225, type=nncf_model_const]; -"226 Mixed_6a/branch3x3dbl_1/conv/conv2d/0" [id=226, type=conv2d]; -"227 Mixed_6a.branch3x3dbl_1.bn.weight" [id=227, type=nncf_model_const]; -"228 Mixed_6a.branch3x3dbl_1.bn.bias" [id=228, type=nncf_model_const]; -"229 Mixed_6a.branch3x3dbl_1.bn.running_mean" [id=229, type=nncf_model_const]; -"230 Mixed_6a.branch3x3dbl_1.bn.running_var" [id=230, type=nncf_model_const]; -"231 Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [id=231, type=batch_norm]; -"232 Mixed_6a/branch3x3dbl_1/relu_/0" [id=232, type=relu_]; -"233 Mixed_6a.branch3x3dbl_2.conv.weight" [id=233, type=nncf_model_const]; -"234 Mixed_6a/branch3x3dbl_2/conv/conv2d/0" [id=234, type=conv2d]; -"235 Mixed_6a.branch3x3dbl_2.bn.weight" [id=235, type=nncf_model_const]; -"236 Mixed_6a.branch3x3dbl_2.bn.bias" [id=236, type=nncf_model_const]; -"237 Mixed_6a.branch3x3dbl_2.bn.running_mean" [id=237, type=nncf_model_const]; -"238 Mixed_6a.branch3x3dbl_2.bn.running_var" [id=238, type=nncf_model_const]; -"239 Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [id=239, type=batch_norm]; -"240 Mixed_6a/branch3x3dbl_2/relu_/0" [id=240, type=relu_]; -"241 Mixed_6a.branch3x3dbl_3.conv.weight" [id=241, type=nncf_model_const]; -"242 Mixed_6a/branch3x3dbl_3/conv/conv2d/0" [id=242, type=conv2d]; -"243 Mixed_6a.branch3x3dbl_3.bn.weight" [id=243, type=nncf_model_const]; -"244 Mixed_6a.branch3x3dbl_3.bn.bias" [id=244, type=nncf_model_const]; -"245 Mixed_6a.branch3x3dbl_3.bn.running_mean" [id=245, type=nncf_model_const]; -"246 Mixed_6a.branch3x3dbl_3.bn.running_var" [id=246, type=nncf_model_const]; -"247 Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [id=247, type=batch_norm]; -"248 Mixed_6a/branch3x3dbl_3/relu_/0" [id=248, type=relu_]; -"249 Mixed_6a/max_pool2d/0" [id=249, type=max_pool2d]; -"250 Mixed_6a/cat/0" [id=250, type=cat]; -"251 Mixed_6b.branch1x1.conv.weight" [id=251, type=nncf_model_const]; -"252 Mixed_6b/branch1x1/conv/conv2d/0" [id=252, type=conv2d]; -"253 Mixed_6b.branch1x1.bn.weight" [id=253, type=nncf_model_const]; -"254 Mixed_6b.branch1x1.bn.bias" [id=254, type=nncf_model_const]; -"255 Mixed_6b.branch1x1.bn.running_mean" [id=255, type=nncf_model_const]; -"256 Mixed_6b.branch1x1.bn.running_var" [id=256, type=nncf_model_const]; -"257 Mixed_6b/branch1x1/bn/batch_norm/0" [id=257, type=batch_norm]; -"258 Mixed_6b/branch1x1/relu_/0" [id=258, type=relu_]; -"259 Mixed_6b.branch7x7_1.conv.weight" [id=259, type=nncf_model_const]; -"260 Mixed_6b/branch7x7_1/conv/conv2d/0" [id=260, type=conv2d]; -"261 Mixed_6b.branch7x7_1.bn.weight" [id=261, type=nncf_model_const]; -"262 Mixed_6b.branch7x7_1.bn.bias" [id=262, type=nncf_model_const]; -"263 Mixed_6b.branch7x7_1.bn.running_mean" [id=263, type=nncf_model_const]; -"264 Mixed_6b.branch7x7_1.bn.running_var" [id=264, type=nncf_model_const]; -"265 Mixed_6b/branch7x7_1/bn/batch_norm/0" [id=265, type=batch_norm]; -"266 Mixed_6b/branch7x7_1/relu_/0" [id=266, type=relu_]; -"267 Mixed_6b.branch7x7_2.conv.weight" [id=267, type=nncf_model_const]; -"268 Mixed_6b/branch7x7_2/conv/conv2d/0" [id=268, type=conv2d]; -"269 Mixed_6b.branch7x7_2.bn.weight" [id=269, type=nncf_model_const]; -"270 Mixed_6b.branch7x7_2.bn.bias" [id=270, type=nncf_model_const]; -"271 Mixed_6b.branch7x7_2.bn.running_mean" [id=271, type=nncf_model_const]; -"272 Mixed_6b.branch7x7_2.bn.running_var" [id=272, type=nncf_model_const]; -"273 Mixed_6b/branch7x7_2/bn/batch_norm/0" [id=273, type=batch_norm]; -"274 Mixed_6b/branch7x7_2/relu_/0" [id=274, type=relu_]; -"275 Mixed_6b.branch7x7_3.conv.weight" [id=275, type=nncf_model_const]; -"276 Mixed_6b/branch7x7_3/conv/conv2d/0" [id=276, type=conv2d]; -"277 Mixed_6b.branch7x7_3.bn.weight" [id=277, type=nncf_model_const]; -"278 Mixed_6b.branch7x7_3.bn.bias" [id=278, type=nncf_model_const]; -"279 Mixed_6b.branch7x7_3.bn.running_mean" [id=279, type=nncf_model_const]; -"280 Mixed_6b.branch7x7_3.bn.running_var" [id=280, type=nncf_model_const]; -"281 Mixed_6b/branch7x7_3/bn/batch_norm/0" [id=281, type=batch_norm]; -"282 Mixed_6b/branch7x7_3/relu_/0" [id=282, type=relu_]; -"283 Mixed_6b.branch7x7dbl_1.conv.weight" [id=283, type=nncf_model_const]; -"284 Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [id=284, type=conv2d]; -"285 Mixed_6b.branch7x7dbl_1.bn.weight" [id=285, type=nncf_model_const]; -"286 Mixed_6b.branch7x7dbl_1.bn.bias" [id=286, type=nncf_model_const]; -"287 Mixed_6b.branch7x7dbl_1.bn.running_mean" [id=287, type=nncf_model_const]; -"288 Mixed_6b.branch7x7dbl_1.bn.running_var" [id=288, type=nncf_model_const]; -"289 Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [id=289, type=batch_norm]; -"290 Mixed_6b/branch7x7dbl_1/relu_/0" [id=290, type=relu_]; -"291 Mixed_6b.branch7x7dbl_2.conv.weight" [id=291, type=nncf_model_const]; -"292 Mixed_6b/branch7x7dbl_2/conv/conv2d/0" [id=292, type=conv2d]; -"293 Mixed_6b.branch7x7dbl_2.bn.weight" [id=293, type=nncf_model_const]; -"294 Mixed_6b.branch7x7dbl_2.bn.bias" [id=294, type=nncf_model_const]; -"295 Mixed_6b.branch7x7dbl_2.bn.running_mean" [id=295, type=nncf_model_const]; -"296 Mixed_6b.branch7x7dbl_2.bn.running_var" [id=296, type=nncf_model_const]; -"297 Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [id=297, type=batch_norm]; -"298 Mixed_6b/branch7x7dbl_2/relu_/0" [id=298, type=relu_]; -"299 Mixed_6b.branch7x7dbl_3.conv.weight" [id=299, type=nncf_model_const]; -"300 Mixed_6b/branch7x7dbl_3/conv/conv2d/0" [id=300, type=conv2d]; -"301 Mixed_6b.branch7x7dbl_3.bn.weight" [id=301, type=nncf_model_const]; -"302 Mixed_6b.branch7x7dbl_3.bn.bias" [id=302, type=nncf_model_const]; -"303 Mixed_6b.branch7x7dbl_3.bn.running_mean" [id=303, type=nncf_model_const]; -"304 Mixed_6b.branch7x7dbl_3.bn.running_var" [id=304, type=nncf_model_const]; -"305 Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [id=305, type=batch_norm]; -"306 Mixed_6b/branch7x7dbl_3/relu_/0" [id=306, type=relu_]; -"307 Mixed_6b.branch7x7dbl_4.conv.weight" [id=307, type=nncf_model_const]; -"308 Mixed_6b/branch7x7dbl_4/conv/conv2d/0" [id=308, type=conv2d]; -"309 Mixed_6b.branch7x7dbl_4.bn.weight" [id=309, type=nncf_model_const]; -"310 Mixed_6b.branch7x7dbl_4.bn.bias" [id=310, type=nncf_model_const]; -"311 Mixed_6b.branch7x7dbl_4.bn.running_mean" [id=311, type=nncf_model_const]; -"312 Mixed_6b.branch7x7dbl_4.bn.running_var" [id=312, type=nncf_model_const]; -"313 Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [id=313, type=batch_norm]; -"314 Mixed_6b/branch7x7dbl_4/relu_/0" [id=314, type=relu_]; -"315 Mixed_6b.branch7x7dbl_5.conv.weight" [id=315, type=nncf_model_const]; -"316 Mixed_6b/branch7x7dbl_5/conv/conv2d/0" [id=316, type=conv2d]; -"317 Mixed_6b.branch7x7dbl_5.bn.weight" [id=317, type=nncf_model_const]; -"318 Mixed_6b.branch7x7dbl_5.bn.bias" [id=318, type=nncf_model_const]; -"319 Mixed_6b.branch7x7dbl_5.bn.running_mean" [id=319, type=nncf_model_const]; -"320 Mixed_6b.branch7x7dbl_5.bn.running_var" [id=320, type=nncf_model_const]; -"321 Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [id=321, type=batch_norm]; -"322 Mixed_6b/branch7x7dbl_5/relu_/0" [id=322, type=relu_]; -"323 Mixed_6b/avg_pool2d/0" [id=323, type=avg_pool2d]; -"324 Mixed_6b.branch_pool.conv.weight" [id=324, type=nncf_model_const]; -"325 Mixed_6b/branch_pool/conv/conv2d/0" [id=325, type=conv2d]; -"326 Mixed_6b.branch_pool.bn.weight" [id=326, type=nncf_model_const]; -"327 Mixed_6b.branch_pool.bn.bias" [id=327, type=nncf_model_const]; -"328 Mixed_6b.branch_pool.bn.running_mean" [id=328, type=nncf_model_const]; -"329 Mixed_6b.branch_pool.bn.running_var" [id=329, type=nncf_model_const]; -"330 Mixed_6b/branch_pool/bn/batch_norm/0" [id=330, type=batch_norm]; -"331 Mixed_6b/branch_pool/relu_/0" [id=331, type=relu_]; -"332 Mixed_6b/cat/0" [id=332, type=cat]; -"333 Mixed_6c.branch1x1.conv.weight" [id=333, type=nncf_model_const]; -"334 Mixed_6c/branch1x1/conv/conv2d/0" [id=334, type=conv2d]; -"335 Mixed_6c.branch1x1.bn.weight" [id=335, type=nncf_model_const]; -"336 Mixed_6c.branch1x1.bn.bias" [id=336, type=nncf_model_const]; -"337 Mixed_6c.branch1x1.bn.running_mean" [id=337, type=nncf_model_const]; -"338 Mixed_6c.branch1x1.bn.running_var" [id=338, type=nncf_model_const]; -"339 Mixed_6c/branch1x1/bn/batch_norm/0" [id=339, type=batch_norm]; -"340 Mixed_6c/branch1x1/relu_/0" [id=340, type=relu_]; -"341 Mixed_6c.branch7x7_1.conv.weight" [id=341, type=nncf_model_const]; -"342 Mixed_6c/branch7x7_1/conv/conv2d/0" [id=342, type=conv2d]; -"343 Mixed_6c.branch7x7_1.bn.weight" [id=343, type=nncf_model_const]; -"344 Mixed_6c.branch7x7_1.bn.bias" [id=344, type=nncf_model_const]; -"345 Mixed_6c.branch7x7_1.bn.running_mean" [id=345, type=nncf_model_const]; -"346 Mixed_6c.branch7x7_1.bn.running_var" [id=346, type=nncf_model_const]; -"347 Mixed_6c/branch7x7_1/bn/batch_norm/0" [id=347, type=batch_norm]; -"348 Mixed_6c/branch7x7_1/relu_/0" [id=348, type=relu_]; -"349 Mixed_6c.branch7x7_2.conv.weight" [id=349, type=nncf_model_const]; -"350 Mixed_6c/branch7x7_2/conv/conv2d/0" [id=350, type=conv2d]; -"351 Mixed_6c.branch7x7_2.bn.weight" [id=351, type=nncf_model_const]; -"352 Mixed_6c.branch7x7_2.bn.bias" [id=352, type=nncf_model_const]; -"353 Mixed_6c.branch7x7_2.bn.running_mean" [id=353, type=nncf_model_const]; -"354 Mixed_6c.branch7x7_2.bn.running_var" [id=354, type=nncf_model_const]; -"355 Mixed_6c/branch7x7_2/bn/batch_norm/0" [id=355, type=batch_norm]; -"356 Mixed_6c/branch7x7_2/relu_/0" [id=356, type=relu_]; -"357 Mixed_6c.branch7x7_3.conv.weight" [id=357, type=nncf_model_const]; -"358 Mixed_6c/branch7x7_3/conv/conv2d/0" [id=358, type=conv2d]; -"359 Mixed_6c.branch7x7_3.bn.weight" [id=359, type=nncf_model_const]; -"360 Mixed_6c.branch7x7_3.bn.bias" [id=360, type=nncf_model_const]; -"361 Mixed_6c.branch7x7_3.bn.running_mean" [id=361, type=nncf_model_const]; -"362 Mixed_6c.branch7x7_3.bn.running_var" [id=362, type=nncf_model_const]; -"363 Mixed_6c/branch7x7_3/bn/batch_norm/0" [id=363, type=batch_norm]; -"364 Mixed_6c/branch7x7_3/relu_/0" [id=364, type=relu_]; -"365 Mixed_6c.branch7x7dbl_1.conv.weight" [id=365, type=nncf_model_const]; -"366 Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [id=366, type=conv2d]; -"367 Mixed_6c.branch7x7dbl_1.bn.weight" [id=367, type=nncf_model_const]; -"368 Mixed_6c.branch7x7dbl_1.bn.bias" [id=368, type=nncf_model_const]; -"369 Mixed_6c.branch7x7dbl_1.bn.running_mean" [id=369, type=nncf_model_const]; -"370 Mixed_6c.branch7x7dbl_1.bn.running_var" [id=370, type=nncf_model_const]; -"371 Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [id=371, type=batch_norm]; -"372 Mixed_6c/branch7x7dbl_1/relu_/0" [id=372, type=relu_]; -"373 Mixed_6c.branch7x7dbl_2.conv.weight" [id=373, type=nncf_model_const]; -"374 Mixed_6c/branch7x7dbl_2/conv/conv2d/0" [id=374, type=conv2d]; -"375 Mixed_6c.branch7x7dbl_2.bn.weight" [id=375, type=nncf_model_const]; -"376 Mixed_6c.branch7x7dbl_2.bn.bias" [id=376, type=nncf_model_const]; -"377 Mixed_6c.branch7x7dbl_2.bn.running_mean" [id=377, type=nncf_model_const]; -"378 Mixed_6c.branch7x7dbl_2.bn.running_var" [id=378, type=nncf_model_const]; -"379 Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [id=379, type=batch_norm]; -"380 Mixed_6c/branch7x7dbl_2/relu_/0" [id=380, type=relu_]; -"381 Mixed_6c.branch7x7dbl_3.conv.weight" [id=381, type=nncf_model_const]; -"382 Mixed_6c/branch7x7dbl_3/conv/conv2d/0" [id=382, type=conv2d]; -"383 Mixed_6c.branch7x7dbl_3.bn.weight" [id=383, type=nncf_model_const]; -"384 Mixed_6c.branch7x7dbl_3.bn.bias" [id=384, type=nncf_model_const]; -"385 Mixed_6c.branch7x7dbl_3.bn.running_mean" [id=385, type=nncf_model_const]; -"386 Mixed_6c.branch7x7dbl_3.bn.running_var" [id=386, type=nncf_model_const]; -"387 Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [id=387, type=batch_norm]; -"388 Mixed_6c/branch7x7dbl_3/relu_/0" [id=388, type=relu_]; -"389 Mixed_6c.branch7x7dbl_4.conv.weight" [id=389, type=nncf_model_const]; -"390 Mixed_6c/branch7x7dbl_4/conv/conv2d/0" [id=390, type=conv2d]; -"391 Mixed_6c.branch7x7dbl_4.bn.weight" [id=391, type=nncf_model_const]; -"392 Mixed_6c.branch7x7dbl_4.bn.bias" [id=392, type=nncf_model_const]; -"393 Mixed_6c.branch7x7dbl_4.bn.running_mean" [id=393, type=nncf_model_const]; -"394 Mixed_6c.branch7x7dbl_4.bn.running_var" [id=394, type=nncf_model_const]; -"395 Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [id=395, type=batch_norm]; -"396 Mixed_6c/branch7x7dbl_4/relu_/0" [id=396, type=relu_]; -"397 Mixed_6c.branch7x7dbl_5.conv.weight" [id=397, type=nncf_model_const]; -"398 Mixed_6c/branch7x7dbl_5/conv/conv2d/0" [id=398, type=conv2d]; -"399 Mixed_6c.branch7x7dbl_5.bn.weight" [id=399, type=nncf_model_const]; -"400 Mixed_6c.branch7x7dbl_5.bn.bias" [id=400, type=nncf_model_const]; -"401 Mixed_6c.branch7x7dbl_5.bn.running_mean" [id=401, type=nncf_model_const]; -"402 Mixed_6c.branch7x7dbl_5.bn.running_var" [id=402, type=nncf_model_const]; -"403 Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [id=403, type=batch_norm]; -"404 Mixed_6c/branch7x7dbl_5/relu_/0" [id=404, type=relu_]; -"405 Mixed_6c/avg_pool2d/0" [id=405, type=avg_pool2d]; -"406 Mixed_6c.branch_pool.conv.weight" [id=406, type=nncf_model_const]; -"407 Mixed_6c/branch_pool/conv/conv2d/0" [id=407, type=conv2d]; -"408 Mixed_6c.branch_pool.bn.weight" [id=408, type=nncf_model_const]; -"409 Mixed_6c.branch_pool.bn.bias" [id=409, type=nncf_model_const]; -"410 Mixed_6c.branch_pool.bn.running_mean" [id=410, type=nncf_model_const]; -"411 Mixed_6c.branch_pool.bn.running_var" [id=411, type=nncf_model_const]; -"412 Mixed_6c/branch_pool/bn/batch_norm/0" [id=412, type=batch_norm]; -"413 Mixed_6c/branch_pool/relu_/0" [id=413, type=relu_]; -"414 Mixed_6c/cat/0" [id=414, type=cat]; -"415 Mixed_6d.branch1x1.conv.weight" [id=415, type=nncf_model_const]; -"416 Mixed_6d/branch1x1/conv/conv2d/0" [id=416, type=conv2d]; -"417 Mixed_6d.branch1x1.bn.weight" [id=417, type=nncf_model_const]; -"418 Mixed_6d.branch1x1.bn.bias" [id=418, type=nncf_model_const]; -"419 Mixed_6d.branch1x1.bn.running_mean" [id=419, type=nncf_model_const]; -"420 Mixed_6d.branch1x1.bn.running_var" [id=420, type=nncf_model_const]; -"421 Mixed_6d/branch1x1/bn/batch_norm/0" [id=421, type=batch_norm]; -"422 Mixed_6d/branch1x1/relu_/0" [id=422, type=relu_]; -"423 Mixed_6d.branch7x7_1.conv.weight" [id=423, type=nncf_model_const]; -"424 Mixed_6d/branch7x7_1/conv/conv2d/0" [id=424, type=conv2d]; -"425 Mixed_6d.branch7x7_1.bn.weight" [id=425, type=nncf_model_const]; -"426 Mixed_6d.branch7x7_1.bn.bias" [id=426, type=nncf_model_const]; -"427 Mixed_6d.branch7x7_1.bn.running_mean" [id=427, type=nncf_model_const]; -"428 Mixed_6d.branch7x7_1.bn.running_var" [id=428, type=nncf_model_const]; -"429 Mixed_6d/branch7x7_1/bn/batch_norm/0" [id=429, type=batch_norm]; -"430 Mixed_6d/branch7x7_1/relu_/0" [id=430, type=relu_]; -"431 Mixed_6d.branch7x7_2.conv.weight" [id=431, type=nncf_model_const]; -"432 Mixed_6d/branch7x7_2/conv/conv2d/0" [id=432, type=conv2d]; -"433 Mixed_6d.branch7x7_2.bn.weight" [id=433, type=nncf_model_const]; -"434 Mixed_6d.branch7x7_2.bn.bias" [id=434, type=nncf_model_const]; -"435 Mixed_6d.branch7x7_2.bn.running_mean" [id=435, type=nncf_model_const]; -"436 Mixed_6d.branch7x7_2.bn.running_var" [id=436, type=nncf_model_const]; -"437 Mixed_6d/branch7x7_2/bn/batch_norm/0" [id=437, type=batch_norm]; -"438 Mixed_6d/branch7x7_2/relu_/0" [id=438, type=relu_]; -"439 Mixed_6d.branch7x7_3.conv.weight" [id=439, type=nncf_model_const]; -"440 Mixed_6d/branch7x7_3/conv/conv2d/0" [id=440, type=conv2d]; -"441 Mixed_6d.branch7x7_3.bn.weight" [id=441, type=nncf_model_const]; -"442 Mixed_6d.branch7x7_3.bn.bias" [id=442, type=nncf_model_const]; -"443 Mixed_6d.branch7x7_3.bn.running_mean" [id=443, type=nncf_model_const]; -"444 Mixed_6d.branch7x7_3.bn.running_var" [id=444, type=nncf_model_const]; -"445 Mixed_6d/branch7x7_3/bn/batch_norm/0" [id=445, type=batch_norm]; -"446 Mixed_6d/branch7x7_3/relu_/0" [id=446, type=relu_]; -"447 Mixed_6d.branch7x7dbl_1.conv.weight" [id=447, type=nncf_model_const]; -"448 Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [id=448, type=conv2d]; -"449 Mixed_6d.branch7x7dbl_1.bn.weight" [id=449, type=nncf_model_const]; -"450 Mixed_6d.branch7x7dbl_1.bn.bias" [id=450, type=nncf_model_const]; -"451 Mixed_6d.branch7x7dbl_1.bn.running_mean" [id=451, type=nncf_model_const]; -"452 Mixed_6d.branch7x7dbl_1.bn.running_var" [id=452, type=nncf_model_const]; -"453 Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [id=453, type=batch_norm]; -"454 Mixed_6d/branch7x7dbl_1/relu_/0" [id=454, type=relu_]; -"455 Mixed_6d.branch7x7dbl_2.conv.weight" [id=455, type=nncf_model_const]; -"456 Mixed_6d/branch7x7dbl_2/conv/conv2d/0" [id=456, type=conv2d]; -"457 Mixed_6d.branch7x7dbl_2.bn.weight" [id=457, type=nncf_model_const]; -"458 Mixed_6d.branch7x7dbl_2.bn.bias" [id=458, type=nncf_model_const]; -"459 Mixed_6d.branch7x7dbl_2.bn.running_mean" [id=459, type=nncf_model_const]; -"460 Mixed_6d.branch7x7dbl_2.bn.running_var" [id=460, type=nncf_model_const]; -"461 Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [id=461, type=batch_norm]; -"462 Mixed_6d/branch7x7dbl_2/relu_/0" [id=462, type=relu_]; -"463 Mixed_6d.branch7x7dbl_3.conv.weight" [id=463, type=nncf_model_const]; -"464 Mixed_6d/branch7x7dbl_3/conv/conv2d/0" [id=464, type=conv2d]; -"465 Mixed_6d.branch7x7dbl_3.bn.weight" [id=465, type=nncf_model_const]; -"466 Mixed_6d.branch7x7dbl_3.bn.bias" [id=466, type=nncf_model_const]; -"467 Mixed_6d.branch7x7dbl_3.bn.running_mean" [id=467, type=nncf_model_const]; -"468 Mixed_6d.branch7x7dbl_3.bn.running_var" [id=468, type=nncf_model_const]; -"469 Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [id=469, type=batch_norm]; -"470 Mixed_6d/branch7x7dbl_3/relu_/0" [id=470, type=relu_]; -"471 Mixed_6d.branch7x7dbl_4.conv.weight" [id=471, type=nncf_model_const]; -"472 Mixed_6d/branch7x7dbl_4/conv/conv2d/0" [id=472, type=conv2d]; -"473 Mixed_6d.branch7x7dbl_4.bn.weight" [id=473, type=nncf_model_const]; -"474 Mixed_6d.branch7x7dbl_4.bn.bias" [id=474, type=nncf_model_const]; -"475 Mixed_6d.branch7x7dbl_4.bn.running_mean" [id=475, type=nncf_model_const]; -"476 Mixed_6d.branch7x7dbl_4.bn.running_var" [id=476, type=nncf_model_const]; -"477 Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [id=477, type=batch_norm]; -"478 Mixed_6d/branch7x7dbl_4/relu_/0" [id=478, type=relu_]; -"479 Mixed_6d.branch7x7dbl_5.conv.weight" [id=479, type=nncf_model_const]; -"480 Mixed_6d/branch7x7dbl_5/conv/conv2d/0" [id=480, type=conv2d]; -"481 Mixed_6d.branch7x7dbl_5.bn.weight" [id=481, type=nncf_model_const]; -"482 Mixed_6d.branch7x7dbl_5.bn.bias" [id=482, type=nncf_model_const]; -"483 Mixed_6d.branch7x7dbl_5.bn.running_mean" [id=483, type=nncf_model_const]; -"484 Mixed_6d.branch7x7dbl_5.bn.running_var" [id=484, type=nncf_model_const]; -"485 Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [id=485, type=batch_norm]; -"486 Mixed_6d/branch7x7dbl_5/relu_/0" [id=486, type=relu_]; -"487 Mixed_6d/avg_pool2d/0" [id=487, type=avg_pool2d]; -"488 Mixed_6d.branch_pool.conv.weight" [id=488, type=nncf_model_const]; -"489 Mixed_6d/branch_pool/conv/conv2d/0" [id=489, type=conv2d]; -"490 Mixed_6d.branch_pool.bn.weight" [id=490, type=nncf_model_const]; -"491 Mixed_6d.branch_pool.bn.bias" [id=491, type=nncf_model_const]; -"492 Mixed_6d.branch_pool.bn.running_mean" [id=492, type=nncf_model_const]; -"493 Mixed_6d.branch_pool.bn.running_var" [id=493, type=nncf_model_const]; -"494 Mixed_6d/branch_pool/bn/batch_norm/0" [id=494, type=batch_norm]; -"495 Mixed_6d/branch_pool/relu_/0" [id=495, type=relu_]; -"496 Mixed_6d/cat/0" [id=496, type=cat]; -"497 Mixed_6e.branch1x1.conv.weight" [id=497, type=nncf_model_const]; -"498 Mixed_6e/branch1x1/conv/conv2d/0" [id=498, type=conv2d]; -"499 Mixed_6e.branch1x1.bn.weight" [id=499, type=nncf_model_const]; -"500 Mixed_6e.branch1x1.bn.bias" [id=500, type=nncf_model_const]; -"501 Mixed_6e.branch1x1.bn.running_mean" [id=501, type=nncf_model_const]; -"502 Mixed_6e.branch1x1.bn.running_var" [id=502, type=nncf_model_const]; -"503 Mixed_6e/branch1x1/bn/batch_norm/0" [id=503, type=batch_norm]; -"504 Mixed_6e/branch1x1/relu_/0" [id=504, type=relu_]; -"505 Mixed_6e.branch7x7_1.conv.weight" [id=505, type=nncf_model_const]; -"506 Mixed_6e/branch7x7_1/conv/conv2d/0" [id=506, type=conv2d]; -"507 Mixed_6e.branch7x7_1.bn.weight" [id=507, type=nncf_model_const]; -"508 Mixed_6e.branch7x7_1.bn.bias" [id=508, type=nncf_model_const]; -"509 Mixed_6e.branch7x7_1.bn.running_mean" [id=509, type=nncf_model_const]; -"510 Mixed_6e.branch7x7_1.bn.running_var" [id=510, type=nncf_model_const]; -"511 Mixed_6e/branch7x7_1/bn/batch_norm/0" [id=511, type=batch_norm]; -"512 Mixed_6e/branch7x7_1/relu_/0" [id=512, type=relu_]; -"513 Mixed_6e.branch7x7_2.conv.weight" [id=513, type=nncf_model_const]; -"514 Mixed_6e/branch7x7_2/conv/conv2d/0" [id=514, type=conv2d]; -"515 Mixed_6e.branch7x7_2.bn.weight" [id=515, type=nncf_model_const]; -"516 Mixed_6e.branch7x7_2.bn.bias" [id=516, type=nncf_model_const]; -"517 Mixed_6e.branch7x7_2.bn.running_mean" [id=517, type=nncf_model_const]; -"518 Mixed_6e.branch7x7_2.bn.running_var" [id=518, type=nncf_model_const]; -"519 Mixed_6e/branch7x7_2/bn/batch_norm/0" [id=519, type=batch_norm]; -"520 Mixed_6e/branch7x7_2/relu_/0" [id=520, type=relu_]; -"521 Mixed_6e.branch7x7_3.conv.weight" [id=521, type=nncf_model_const]; -"522 Mixed_6e/branch7x7_3/conv/conv2d/0" [id=522, type=conv2d]; -"523 Mixed_6e.branch7x7_3.bn.weight" [id=523, type=nncf_model_const]; -"524 Mixed_6e.branch7x7_3.bn.bias" [id=524, type=nncf_model_const]; -"525 Mixed_6e.branch7x7_3.bn.running_mean" [id=525, type=nncf_model_const]; -"526 Mixed_6e.branch7x7_3.bn.running_var" [id=526, type=nncf_model_const]; -"527 Mixed_6e/branch7x7_3/bn/batch_norm/0" [id=527, type=batch_norm]; -"528 Mixed_6e/branch7x7_3/relu_/0" [id=528, type=relu_]; -"529 Mixed_6e.branch7x7dbl_1.conv.weight" [id=529, type=nncf_model_const]; -"530 Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [id=530, type=conv2d]; -"531 Mixed_6e.branch7x7dbl_1.bn.weight" [id=531, type=nncf_model_const]; -"532 Mixed_6e.branch7x7dbl_1.bn.bias" [id=532, type=nncf_model_const]; -"533 Mixed_6e.branch7x7dbl_1.bn.running_mean" [id=533, type=nncf_model_const]; -"534 Mixed_6e.branch7x7dbl_1.bn.running_var" [id=534, type=nncf_model_const]; -"535 Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [id=535, type=batch_norm]; -"536 Mixed_6e/branch7x7dbl_1/relu_/0" [id=536, type=relu_]; -"537 Mixed_6e.branch7x7dbl_2.conv.weight" [id=537, type=nncf_model_const]; -"538 Mixed_6e/branch7x7dbl_2/conv/conv2d/0" [id=538, type=conv2d]; -"539 Mixed_6e.branch7x7dbl_2.bn.weight" [id=539, type=nncf_model_const]; -"540 Mixed_6e.branch7x7dbl_2.bn.bias" [id=540, type=nncf_model_const]; -"541 Mixed_6e.branch7x7dbl_2.bn.running_mean" [id=541, type=nncf_model_const]; -"542 Mixed_6e.branch7x7dbl_2.bn.running_var" [id=542, type=nncf_model_const]; -"543 Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [id=543, type=batch_norm]; -"544 Mixed_6e/branch7x7dbl_2/relu_/0" [id=544, type=relu_]; -"545 Mixed_6e.branch7x7dbl_3.conv.weight" [id=545, type=nncf_model_const]; -"546 Mixed_6e/branch7x7dbl_3/conv/conv2d/0" [id=546, type=conv2d]; -"547 Mixed_6e.branch7x7dbl_3.bn.weight" [id=547, type=nncf_model_const]; -"548 Mixed_6e.branch7x7dbl_3.bn.bias" [id=548, type=nncf_model_const]; -"549 Mixed_6e.branch7x7dbl_3.bn.running_mean" [id=549, type=nncf_model_const]; -"550 Mixed_6e.branch7x7dbl_3.bn.running_var" [id=550, type=nncf_model_const]; -"551 Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [id=551, type=batch_norm]; -"552 Mixed_6e/branch7x7dbl_3/relu_/0" [id=552, type=relu_]; -"553 Mixed_6e.branch7x7dbl_4.conv.weight" [id=553, type=nncf_model_const]; -"554 Mixed_6e/branch7x7dbl_4/conv/conv2d/0" [id=554, type=conv2d]; -"555 Mixed_6e.branch7x7dbl_4.bn.weight" [id=555, type=nncf_model_const]; -"556 Mixed_6e.branch7x7dbl_4.bn.bias" [id=556, type=nncf_model_const]; -"557 Mixed_6e.branch7x7dbl_4.bn.running_mean" [id=557, type=nncf_model_const]; -"558 Mixed_6e.branch7x7dbl_4.bn.running_var" [id=558, type=nncf_model_const]; -"559 Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [id=559, type=batch_norm]; -"560 Mixed_6e/branch7x7dbl_4/relu_/0" [id=560, type=relu_]; -"561 Mixed_6e.branch7x7dbl_5.conv.weight" [id=561, type=nncf_model_const]; -"562 Mixed_6e/branch7x7dbl_5/conv/conv2d/0" [id=562, type=conv2d]; -"563 Mixed_6e.branch7x7dbl_5.bn.weight" [id=563, type=nncf_model_const]; -"564 Mixed_6e.branch7x7dbl_5.bn.bias" [id=564, type=nncf_model_const]; -"565 Mixed_6e.branch7x7dbl_5.bn.running_mean" [id=565, type=nncf_model_const]; -"566 Mixed_6e.branch7x7dbl_5.bn.running_var" [id=566, type=nncf_model_const]; -"567 Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [id=567, type=batch_norm]; -"568 Mixed_6e/branch7x7dbl_5/relu_/0" [id=568, type=relu_]; -"569 Mixed_6e/avg_pool2d/0" [id=569, type=avg_pool2d]; -"570 Mixed_6e.branch_pool.conv.weight" [id=570, type=nncf_model_const]; -"571 Mixed_6e/branch_pool/conv/conv2d/0" [id=571, type=conv2d]; -"572 Mixed_6e.branch_pool.bn.weight" [id=572, type=nncf_model_const]; -"573 Mixed_6e.branch_pool.bn.bias" [id=573, type=nncf_model_const]; -"574 Mixed_6e.branch_pool.bn.running_mean" [id=574, type=nncf_model_const]; -"575 Mixed_6e.branch_pool.bn.running_var" [id=575, type=nncf_model_const]; -"576 Mixed_6e/branch_pool/bn/batch_norm/0" [id=576, type=batch_norm]; -"577 Mixed_6e/branch_pool/relu_/0" [id=577, type=relu_]; -"578 Mixed_6e/cat/0" [id=578, type=cat]; -"579 Mixed_7a.branch3x3_1.conv.weight" [id=579, type=nncf_model_const]; -"580 Mixed_7a/branch3x3_1/conv/conv2d/0" [id=580, type=conv2d]; -"581 Mixed_7a.branch3x3_1.bn.weight" [id=581, type=nncf_model_const]; -"582 Mixed_7a.branch3x3_1.bn.bias" [id=582, type=nncf_model_const]; -"583 Mixed_7a.branch3x3_1.bn.running_mean" [id=583, type=nncf_model_const]; -"584 Mixed_7a.branch3x3_1.bn.running_var" [id=584, type=nncf_model_const]; -"585 Mixed_7a/branch3x3_1/bn/batch_norm/0" [id=585, type=batch_norm]; -"586 Mixed_7a/branch3x3_1/relu_/0" [id=586, type=relu_]; -"587 Mixed_7a.branch3x3_2.conv.weight" [id=587, type=nncf_model_const]; -"588 Mixed_7a/branch3x3_2/conv/conv2d/0" [id=588, type=conv2d]; -"589 Mixed_7a.branch3x3_2.bn.weight" [id=589, type=nncf_model_const]; -"590 Mixed_7a.branch3x3_2.bn.bias" [id=590, type=nncf_model_const]; -"591 Mixed_7a.branch3x3_2.bn.running_mean" [id=591, type=nncf_model_const]; -"592 Mixed_7a.branch3x3_2.bn.running_var" [id=592, type=nncf_model_const]; -"593 Mixed_7a/branch3x3_2/bn/batch_norm/0" [id=593, type=batch_norm]; -"594 Mixed_7a/branch3x3_2/relu_/0" [id=594, type=relu_]; -"595 Mixed_7a.branch7x7x3_1.conv.weight" [id=595, type=nncf_model_const]; -"596 Mixed_7a/branch7x7x3_1/conv/conv2d/0" [id=596, type=conv2d]; -"597 Mixed_7a.branch7x7x3_1.bn.weight" [id=597, type=nncf_model_const]; -"598 Mixed_7a.branch7x7x3_1.bn.bias" [id=598, type=nncf_model_const]; -"599 Mixed_7a.branch7x7x3_1.bn.running_mean" [id=599, type=nncf_model_const]; -"600 Mixed_7a.branch7x7x3_1.bn.running_var" [id=600, type=nncf_model_const]; -"601 Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [id=601, type=batch_norm]; -"602 Mixed_7a/branch7x7x3_1/relu_/0" [id=602, type=relu_]; -"603 Mixed_7a.branch7x7x3_2.conv.weight" [id=603, type=nncf_model_const]; -"604 Mixed_7a/branch7x7x3_2/conv/conv2d/0" [id=604, type=conv2d]; -"605 Mixed_7a.branch7x7x3_2.bn.weight" [id=605, type=nncf_model_const]; -"606 Mixed_7a.branch7x7x3_2.bn.bias" [id=606, type=nncf_model_const]; -"607 Mixed_7a.branch7x7x3_2.bn.running_mean" [id=607, type=nncf_model_const]; -"608 Mixed_7a.branch7x7x3_2.bn.running_var" [id=608, type=nncf_model_const]; -"609 Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [id=609, type=batch_norm]; -"610 Mixed_7a/branch7x7x3_2/relu_/0" [id=610, type=relu_]; -"611 Mixed_7a.branch7x7x3_3.conv.weight" [id=611, type=nncf_model_const]; -"612 Mixed_7a/branch7x7x3_3/conv/conv2d/0" [id=612, type=conv2d]; -"613 Mixed_7a.branch7x7x3_3.bn.weight" [id=613, type=nncf_model_const]; -"614 Mixed_7a.branch7x7x3_3.bn.bias" [id=614, type=nncf_model_const]; -"615 Mixed_7a.branch7x7x3_3.bn.running_mean" [id=615, type=nncf_model_const]; -"616 Mixed_7a.branch7x7x3_3.bn.running_var" [id=616, type=nncf_model_const]; -"617 Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [id=617, type=batch_norm]; -"618 Mixed_7a/branch7x7x3_3/relu_/0" [id=618, type=relu_]; -"619 Mixed_7a.branch7x7x3_4.conv.weight" [id=619, type=nncf_model_const]; -"620 Mixed_7a/branch7x7x3_4/conv/conv2d/0" [id=620, type=conv2d]; -"621 Mixed_7a.branch7x7x3_4.bn.weight" [id=621, type=nncf_model_const]; -"622 Mixed_7a.branch7x7x3_4.bn.bias" [id=622, type=nncf_model_const]; -"623 Mixed_7a.branch7x7x3_4.bn.running_mean" [id=623, type=nncf_model_const]; -"624 Mixed_7a.branch7x7x3_4.bn.running_var" [id=624, type=nncf_model_const]; -"625 Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [id=625, type=batch_norm]; -"626 Mixed_7a/branch7x7x3_4/relu_/0" [id=626, type=relu_]; -"627 Mixed_7a/max_pool2d/0" [id=627, type=max_pool2d]; -"628 Mixed_7a/cat/0" [id=628, type=cat]; -"629 Mixed_7b.branch1x1.conv.weight" [id=629, type=nncf_model_const]; -"630 Mixed_7b/branch1x1/conv/conv2d/0" [id=630, type=conv2d]; -"631 Mixed_7b.branch1x1.bn.weight" [id=631, type=nncf_model_const]; -"632 Mixed_7b.branch1x1.bn.bias" [id=632, type=nncf_model_const]; -"633 Mixed_7b.branch1x1.bn.running_mean" [id=633, type=nncf_model_const]; -"634 Mixed_7b.branch1x1.bn.running_var" [id=634, type=nncf_model_const]; -"635 Mixed_7b/branch1x1/bn/batch_norm/0" [id=635, type=batch_norm]; -"636 Mixed_7b/branch1x1/relu_/0" [id=636, type=relu_]; -"637 Mixed_7b.branch3x3_1.conv.weight" [id=637, type=nncf_model_const]; -"638 Mixed_7b/branch3x3_1/conv/conv2d/0" [id=638, type=conv2d]; -"639 Mixed_7b.branch3x3_1.bn.weight" [id=639, type=nncf_model_const]; -"640 Mixed_7b.branch3x3_1.bn.bias" [id=640, type=nncf_model_const]; -"641 Mixed_7b.branch3x3_1.bn.running_mean" [id=641, type=nncf_model_const]; -"642 Mixed_7b.branch3x3_1.bn.running_var" [id=642, type=nncf_model_const]; -"643 Mixed_7b/branch3x3_1/bn/batch_norm/0" [id=643, type=batch_norm]; -"644 Mixed_7b/branch3x3_1/relu_/0" [id=644, type=relu_]; -"645 Mixed_7b.branch3x3_2a.conv.weight" [id=645, type=nncf_model_const]; -"646 Mixed_7b/branch3x3_2a/conv/conv2d/0" [id=646, type=conv2d]; -"647 Mixed_7b.branch3x3_2a.bn.weight" [id=647, type=nncf_model_const]; -"648 Mixed_7b.branch3x3_2a.bn.bias" [id=648, type=nncf_model_const]; -"649 Mixed_7b.branch3x3_2a.bn.running_mean" [id=649, type=nncf_model_const]; -"650 Mixed_7b.branch3x3_2a.bn.running_var" [id=650, type=nncf_model_const]; -"651 Mixed_7b/branch3x3_2a/bn/batch_norm/0" [id=651, type=batch_norm]; -"652 Mixed_7b/branch3x3_2a/relu_/0" [id=652, type=relu_]; -"653 Mixed_7b.branch3x3_2b.conv.weight" [id=653, type=nncf_model_const]; -"654 Mixed_7b/branch3x3_2b/conv/conv2d/0" [id=654, type=conv2d]; -"655 Mixed_7b.branch3x3_2b.bn.weight" [id=655, type=nncf_model_const]; -"656 Mixed_7b.branch3x3_2b.bn.bias" [id=656, type=nncf_model_const]; -"657 Mixed_7b.branch3x3_2b.bn.running_mean" [id=657, type=nncf_model_const]; -"658 Mixed_7b.branch3x3_2b.bn.running_var" [id=658, type=nncf_model_const]; -"659 Mixed_7b/branch3x3_2b/bn/batch_norm/0" [id=659, type=batch_norm]; -"660 Mixed_7b/branch3x3_2b/relu_/0" [id=660, type=relu_]; -"661 Mixed_7b/cat/0" [id=661, type=cat]; -"662 Mixed_7b.branch3x3dbl_1.conv.weight" [id=662, type=nncf_model_const]; -"663 Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [id=663, type=conv2d]; -"664 Mixed_7b.branch3x3dbl_1.bn.weight" [id=664, type=nncf_model_const]; -"665 Mixed_7b.branch3x3dbl_1.bn.bias" [id=665, type=nncf_model_const]; -"666 Mixed_7b.branch3x3dbl_1.bn.running_mean" [id=666, type=nncf_model_const]; -"667 Mixed_7b.branch3x3dbl_1.bn.running_var" [id=667, type=nncf_model_const]; -"668 Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [id=668, type=batch_norm]; -"669 Mixed_7b/branch3x3dbl_1/relu_/0" [id=669, type=relu_]; -"670 Mixed_7b.branch3x3dbl_2.conv.weight" [id=670, type=nncf_model_const]; -"671 Mixed_7b/branch3x3dbl_2/conv/conv2d/0" [id=671, type=conv2d]; -"672 Mixed_7b.branch3x3dbl_2.bn.weight" [id=672, type=nncf_model_const]; -"673 Mixed_7b.branch3x3dbl_2.bn.bias" [id=673, type=nncf_model_const]; -"674 Mixed_7b.branch3x3dbl_2.bn.running_mean" [id=674, type=nncf_model_const]; -"675 Mixed_7b.branch3x3dbl_2.bn.running_var" [id=675, type=nncf_model_const]; -"676 Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [id=676, type=batch_norm]; -"677 Mixed_7b/branch3x3dbl_2/relu_/0" [id=677, type=relu_]; -"678 Mixed_7b.branch3x3dbl_3a.conv.weight" [id=678, type=nncf_model_const]; -"679 Mixed_7b/branch3x3dbl_3a/conv/conv2d/0" [id=679, type=conv2d]; -"680 Mixed_7b.branch3x3dbl_3a.bn.weight" [id=680, type=nncf_model_const]; -"681 Mixed_7b.branch3x3dbl_3a.bn.bias" [id=681, type=nncf_model_const]; -"682 Mixed_7b.branch3x3dbl_3a.bn.running_mean" [id=682, type=nncf_model_const]; -"683 Mixed_7b.branch3x3dbl_3a.bn.running_var" [id=683, type=nncf_model_const]; -"684 Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [id=684, type=batch_norm]; -"685 Mixed_7b/branch3x3dbl_3a/relu_/0" [id=685, type=relu_]; -"686 Mixed_7b.branch3x3dbl_3b.conv.weight" [id=686, type=nncf_model_const]; -"687 Mixed_7b/branch3x3dbl_3b/conv/conv2d/0" [id=687, type=conv2d]; -"688 Mixed_7b.branch3x3dbl_3b.bn.weight" [id=688, type=nncf_model_const]; -"689 Mixed_7b.branch3x3dbl_3b.bn.bias" [id=689, type=nncf_model_const]; -"690 Mixed_7b.branch3x3dbl_3b.bn.running_mean" [id=690, type=nncf_model_const]; -"691 Mixed_7b.branch3x3dbl_3b.bn.running_var" [id=691, type=nncf_model_const]; -"692 Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [id=692, type=batch_norm]; -"693 Mixed_7b/branch3x3dbl_3b/relu_/0" [id=693, type=relu_]; -"694 Mixed_7b/cat/1" [id=694, type=cat]; -"695 Mixed_7b/avg_pool2d/0" [id=695, type=avg_pool2d]; -"696 Mixed_7b.branch_pool.conv.weight" [id=696, type=nncf_model_const]; -"697 Mixed_7b/branch_pool/conv/conv2d/0" [id=697, type=conv2d]; -"698 Mixed_7b.branch_pool.bn.weight" [id=698, type=nncf_model_const]; -"699 Mixed_7b.branch_pool.bn.bias" [id=699, type=nncf_model_const]; -"700 Mixed_7b.branch_pool.bn.running_mean" [id=700, type=nncf_model_const]; -"701 Mixed_7b.branch_pool.bn.running_var" [id=701, type=nncf_model_const]; -"702 Mixed_7b/branch_pool/bn/batch_norm/0" [id=702, type=batch_norm]; -"703 Mixed_7b/branch_pool/relu_/0" [id=703, type=relu_]; -"704 Mixed_7b/cat/2" [id=704, type=cat]; -"705 Mixed_7c.branch1x1.conv.weight" [id=705, type=nncf_model_const]; -"706 Mixed_7c/branch1x1/conv/conv2d/0" [id=706, type=conv2d]; -"707 Mixed_7c.branch1x1.bn.weight" [id=707, type=nncf_model_const]; -"708 Mixed_7c.branch1x1.bn.bias" [id=708, type=nncf_model_const]; -"709 Mixed_7c.branch1x1.bn.running_mean" [id=709, type=nncf_model_const]; -"710 Mixed_7c.branch1x1.bn.running_var" [id=710, type=nncf_model_const]; -"711 Mixed_7c/branch1x1/bn/batch_norm/0" [id=711, type=batch_norm]; -"712 Mixed_7c/branch1x1/relu_/0" [id=712, type=relu_]; -"713 Mixed_7c.branch3x3_1.conv.weight" [id=713, type=nncf_model_const]; -"714 Mixed_7c/branch3x3_1/conv/conv2d/0" [id=714, type=conv2d]; -"715 Mixed_7c.branch3x3_1.bn.weight" [id=715, type=nncf_model_const]; -"716 Mixed_7c.branch3x3_1.bn.bias" [id=716, type=nncf_model_const]; -"717 Mixed_7c.branch3x3_1.bn.running_mean" [id=717, type=nncf_model_const]; -"718 Mixed_7c.branch3x3_1.bn.running_var" [id=718, type=nncf_model_const]; -"719 Mixed_7c/branch3x3_1/bn/batch_norm/0" [id=719, type=batch_norm]; -"720 Mixed_7c/branch3x3_1/relu_/0" [id=720, type=relu_]; -"721 Mixed_7c.branch3x3_2a.conv.weight" [id=721, type=nncf_model_const]; -"722 Mixed_7c/branch3x3_2a/conv/conv2d/0" [id=722, type=conv2d]; -"723 Mixed_7c.branch3x3_2a.bn.weight" [id=723, type=nncf_model_const]; -"724 Mixed_7c.branch3x3_2a.bn.bias" [id=724, type=nncf_model_const]; -"725 Mixed_7c.branch3x3_2a.bn.running_mean" [id=725, type=nncf_model_const]; -"726 Mixed_7c.branch3x3_2a.bn.running_var" [id=726, type=nncf_model_const]; -"727 Mixed_7c/branch3x3_2a/bn/batch_norm/0" [id=727, type=batch_norm]; -"728 Mixed_7c/branch3x3_2a/relu_/0" [id=728, type=relu_]; -"729 Mixed_7c.branch3x3_2b.conv.weight" [id=729, type=nncf_model_const]; -"730 Mixed_7c/branch3x3_2b/conv/conv2d/0" [id=730, type=conv2d]; -"731 Mixed_7c.branch3x3_2b.bn.weight" [id=731, type=nncf_model_const]; -"732 Mixed_7c.branch3x3_2b.bn.bias" [id=732, type=nncf_model_const]; -"733 Mixed_7c.branch3x3_2b.bn.running_mean" [id=733, type=nncf_model_const]; -"734 Mixed_7c.branch3x3_2b.bn.running_var" [id=734, type=nncf_model_const]; -"735 Mixed_7c/branch3x3_2b/bn/batch_norm/0" [id=735, type=batch_norm]; -"736 Mixed_7c/branch3x3_2b/relu_/0" [id=736, type=relu_]; -"737 Mixed_7c/cat/0" [id=737, type=cat]; -"738 Mixed_7c.branch3x3dbl_1.conv.weight" [id=738, type=nncf_model_const]; -"739 Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [id=739, type=conv2d]; -"740 Mixed_7c.branch3x3dbl_1.bn.weight" [id=740, type=nncf_model_const]; -"741 Mixed_7c.branch3x3dbl_1.bn.bias" [id=741, type=nncf_model_const]; -"742 Mixed_7c.branch3x3dbl_1.bn.running_mean" [id=742, type=nncf_model_const]; -"743 Mixed_7c.branch3x3dbl_1.bn.running_var" [id=743, type=nncf_model_const]; -"744 Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [id=744, type=batch_norm]; -"745 Mixed_7c/branch3x3dbl_1/relu_/0" [id=745, type=relu_]; -"746 Mixed_7c.branch3x3dbl_2.conv.weight" [id=746, type=nncf_model_const]; -"747 Mixed_7c/branch3x3dbl_2/conv/conv2d/0" [id=747, type=conv2d]; -"748 Mixed_7c.branch3x3dbl_2.bn.weight" [id=748, type=nncf_model_const]; -"749 Mixed_7c.branch3x3dbl_2.bn.bias" [id=749, type=nncf_model_const]; -"750 Mixed_7c.branch3x3dbl_2.bn.running_mean" [id=750, type=nncf_model_const]; -"751 Mixed_7c.branch3x3dbl_2.bn.running_var" [id=751, type=nncf_model_const]; -"752 Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [id=752, type=batch_norm]; -"753 Mixed_7c/branch3x3dbl_2/relu_/0" [id=753, type=relu_]; -"754 Mixed_7c.branch3x3dbl_3a.conv.weight" [id=754, type=nncf_model_const]; -"755 Mixed_7c/branch3x3dbl_3a/conv/conv2d/0" [id=755, type=conv2d]; -"756 Mixed_7c.branch3x3dbl_3a.bn.weight" [id=756, type=nncf_model_const]; -"757 Mixed_7c.branch3x3dbl_3a.bn.bias" [id=757, type=nncf_model_const]; -"758 Mixed_7c.branch3x3dbl_3a.bn.running_mean" [id=758, type=nncf_model_const]; -"759 Mixed_7c.branch3x3dbl_3a.bn.running_var" [id=759, type=nncf_model_const]; -"760 Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [id=760, type=batch_norm]; -"761 Mixed_7c/branch3x3dbl_3a/relu_/0" [id=761, type=relu_]; -"762 Mixed_7c.branch3x3dbl_3b.conv.weight" [id=762, type=nncf_model_const]; -"763 Mixed_7c/branch3x3dbl_3b/conv/conv2d/0" [id=763, type=conv2d]; -"764 Mixed_7c.branch3x3dbl_3b.bn.weight" [id=764, type=nncf_model_const]; -"765 Mixed_7c.branch3x3dbl_3b.bn.bias" [id=765, type=nncf_model_const]; -"766 Mixed_7c.branch3x3dbl_3b.bn.running_mean" [id=766, type=nncf_model_const]; -"767 Mixed_7c.branch3x3dbl_3b.bn.running_var" [id=767, type=nncf_model_const]; -"768 Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [id=768, type=batch_norm]; -"769 Mixed_7c/branch3x3dbl_3b/relu_/0" [id=769, type=relu_]; -"770 Mixed_7c/cat/1" [id=770, type=cat]; -"771 Mixed_7c/avg_pool2d/0" [id=771, type=avg_pool2d]; -"772 Mixed_7c.branch_pool.conv.weight" [id=772, type=nncf_model_const]; -"773 Mixed_7c/branch_pool/conv/conv2d/0" [id=773, type=conv2d]; -"774 Mixed_7c.branch_pool.bn.weight" [id=774, type=nncf_model_const]; -"775 Mixed_7c.branch_pool.bn.bias" [id=775, type=nncf_model_const]; -"776 Mixed_7c.branch_pool.bn.running_mean" [id=776, type=nncf_model_const]; -"777 Mixed_7c.branch_pool.bn.running_var" [id=777, type=nncf_model_const]; -"778 Mixed_7c/branch_pool/bn/batch_norm/0" [id=778, type=batch_norm]; -"779 Mixed_7c/branch_pool/relu_/0" [id=779, type=relu_]; -"780 Mixed_7c/cat/2" [id=780, type=cat]; -"781 avgpool/adaptive_avg_pool2d/0" [id=781, type=adaptive_avg_pool2d]; -"782 dropout/dropout/0" [id=782, type=dropout]; -"783 /flatten/0" [id=783, type=flatten]; -"784 fc.weight" [id=784, type=nncf_model_const]; -"785 fc.bias" [id=785, type=nncf_model_const]; -"786 fc/linear/0" [id=786, type=linear]; -"787 output" [id=787, type=nncf_model_output]; -"0 x" -> "2 Conv2d_1a_3x3/conv/conv2d/0" [label="(1, 3, 300, 300)", style=solid]; -"1 Conv2d_1a_3x3.conv.weight" -> "2 Conv2d_1a_3x3/conv/conv2d/0" [label="(32, 3, 3, 3)", style=solid]; -"2 Conv2d_1a_3x3/conv/conv2d/0" -> "7 Conv2d_1a_3x3/bn/batch_norm/0" [label="(1, 32, 149, 149)", style=solid]; -"3 Conv2d_1a_3x3.bn.weight" -> "7 Conv2d_1a_3x3/bn/batch_norm/0" [label="(32,)", style=solid]; -"4 Conv2d_1a_3x3.bn.bias" -> "7 Conv2d_1a_3x3/bn/batch_norm/0" [label="(32,)", style=solid]; -"5 Conv2d_1a_3x3.bn.running_mean" -> "7 Conv2d_1a_3x3/bn/batch_norm/0" [label="(32,)", style=solid]; -"6 Conv2d_1a_3x3.bn.running_var" -> "7 Conv2d_1a_3x3/bn/batch_norm/0" [label="(32,)", style=solid]; -"7 Conv2d_1a_3x3/bn/batch_norm/0" -> "8 Conv2d_1a_3x3/relu_/0" [label="(1, 32, 149, 149)", style=solid]; -"8 Conv2d_1a_3x3/relu_/0" -> "10 Conv2d_2a_3x3/conv/conv2d/0" [label="(1, 32, 149, 149)", style=solid]; -"9 Conv2d_2a_3x3.conv.weight" -> "10 Conv2d_2a_3x3/conv/conv2d/0" [label="(32, 32, 3, 3)", style=solid]; -"10 Conv2d_2a_3x3/conv/conv2d/0" -> "15 Conv2d_2a_3x3/bn/batch_norm/0" [label="(1, 32, 147, 147)", style=solid]; -"11 Conv2d_2a_3x3.bn.weight" -> "15 Conv2d_2a_3x3/bn/batch_norm/0" [label="(32,)", style=solid]; -"12 Conv2d_2a_3x3.bn.bias" -> "15 Conv2d_2a_3x3/bn/batch_norm/0" [label="(32,)", style=solid]; -"13 Conv2d_2a_3x3.bn.running_mean" -> "15 Conv2d_2a_3x3/bn/batch_norm/0" [label="(32,)", style=solid]; -"14 Conv2d_2a_3x3.bn.running_var" -> "15 Conv2d_2a_3x3/bn/batch_norm/0" [label="(32,)", style=solid]; -"15 Conv2d_2a_3x3/bn/batch_norm/0" -> "16 Conv2d_2a_3x3/relu_/0" [label="(1, 32, 147, 147)", style=solid]; -"16 Conv2d_2a_3x3/relu_/0" -> "18 Conv2d_2b_3x3/conv/conv2d/0" [label="(1, 32, 147, 147)", style=solid]; -"17 Conv2d_2b_3x3.conv.weight" -> "18 Conv2d_2b_3x3/conv/conv2d/0" [label="(64, 32, 3, 3)", style=solid]; -"18 Conv2d_2b_3x3/conv/conv2d/0" -> "23 Conv2d_2b_3x3/bn/batch_norm/0" [label="(1, 64, 147, 147)", style=solid]; -"19 Conv2d_2b_3x3.bn.weight" -> "23 Conv2d_2b_3x3/bn/batch_norm/0" [label="(64,)", style=solid]; -"20 Conv2d_2b_3x3.bn.bias" -> "23 Conv2d_2b_3x3/bn/batch_norm/0" [label="(64,)", style=solid]; -"21 Conv2d_2b_3x3.bn.running_mean" -> "23 Conv2d_2b_3x3/bn/batch_norm/0" [label="(64,)", style=solid]; -"22 Conv2d_2b_3x3.bn.running_var" -> "23 Conv2d_2b_3x3/bn/batch_norm/0" [label="(64,)", style=solid]; -"23 Conv2d_2b_3x3/bn/batch_norm/0" -> "24 Conv2d_2b_3x3/relu_/0" [label="(1, 64, 147, 147)", style=solid]; -"24 Conv2d_2b_3x3/relu_/0" -> "25 maxpool1/max_pool2d/0" [label="(1, 64, 147, 147)", style=solid]; -"25 maxpool1/max_pool2d/0" -> "27 Conv2d_3b_1x1/conv/conv2d/0" [label="(1, 64, 73, 73)", style=solid]; -"26 Conv2d_3b_1x1.conv.weight" -> "27 Conv2d_3b_1x1/conv/conv2d/0" [label="(80, 64, 1, 1)", style=solid]; -"27 Conv2d_3b_1x1/conv/conv2d/0" -> "32 Conv2d_3b_1x1/bn/batch_norm/0" [label="(1, 80, 73, 73)", style=solid]; -"28 Conv2d_3b_1x1.bn.weight" -> "32 Conv2d_3b_1x1/bn/batch_norm/0" [label="(80,)", style=solid]; -"29 Conv2d_3b_1x1.bn.bias" -> "32 Conv2d_3b_1x1/bn/batch_norm/0" [label="(80,)", style=solid]; -"30 Conv2d_3b_1x1.bn.running_mean" -> "32 Conv2d_3b_1x1/bn/batch_norm/0" [label="(80,)", style=solid]; -"31 Conv2d_3b_1x1.bn.running_var" -> "32 Conv2d_3b_1x1/bn/batch_norm/0" [label="(80,)", style=solid]; -"32 Conv2d_3b_1x1/bn/batch_norm/0" -> "33 Conv2d_3b_1x1/relu_/0" [label="(1, 80, 73, 73)", style=solid]; -"33 Conv2d_3b_1x1/relu_/0" -> "35 Conv2d_4a_3x3/conv/conv2d/0" [label="(1, 80, 73, 73)", style=solid]; -"34 Conv2d_4a_3x3.conv.weight" -> "35 Conv2d_4a_3x3/conv/conv2d/0" [label="(192, 80, 3, 3)", style=solid]; -"35 Conv2d_4a_3x3/conv/conv2d/0" -> "40 Conv2d_4a_3x3/bn/batch_norm/0" [label="(1, 192, 71, 71)", style=solid]; -"36 Conv2d_4a_3x3.bn.weight" -> "40 Conv2d_4a_3x3/bn/batch_norm/0" [label="(192,)", style=solid]; -"37 Conv2d_4a_3x3.bn.bias" -> "40 Conv2d_4a_3x3/bn/batch_norm/0" [label="(192,)", style=solid]; -"38 Conv2d_4a_3x3.bn.running_mean" -> "40 Conv2d_4a_3x3/bn/batch_norm/0" [label="(192,)", style=solid]; -"39 Conv2d_4a_3x3.bn.running_var" -> "40 Conv2d_4a_3x3/bn/batch_norm/0" [label="(192,)", style=solid]; -"40 Conv2d_4a_3x3/bn/batch_norm/0" -> "41 Conv2d_4a_3x3/relu_/0" [label="(1, 192, 71, 71)", style=solid]; -"41 Conv2d_4a_3x3/relu_/0" -> "42 maxpool2/max_pool2d/0" [label="(1, 192, 71, 71)", style=solid]; -"42 maxpool2/max_pool2d/0" -> "44 Mixed_5b/branch1x1/conv/conv2d/0" [label="(1, 192, 35, 35)", style=solid]; -"42 maxpool2/max_pool2d/0" -> "52 Mixed_5b/branch5x5_1/conv/conv2d/0" [label="(1, 192, 35, 35)", style=solid]; -"42 maxpool2/max_pool2d/0" -> "68 Mixed_5b/branch3x3dbl_1/conv/conv2d/0" [label="(1, 192, 35, 35)", style=solid]; -"42 maxpool2/max_pool2d/0" -> "91 Mixed_5b/avg_pool2d/0" [label="(1, 192, 35, 35)", style=solid]; -"43 Mixed_5b.branch1x1.conv.weight" -> "44 Mixed_5b/branch1x1/conv/conv2d/0" [label="(64, 192, 1, 1)", style=solid]; -"44 Mixed_5b/branch1x1/conv/conv2d/0" -> "49 Mixed_5b/branch1x1/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"45 Mixed_5b.branch1x1.bn.weight" -> "49 Mixed_5b/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"46 Mixed_5b.branch1x1.bn.bias" -> "49 Mixed_5b/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"47 Mixed_5b.branch1x1.bn.running_mean" -> "49 Mixed_5b/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"48 Mixed_5b.branch1x1.bn.running_var" -> "49 Mixed_5b/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"49 Mixed_5b/branch1x1/bn/batch_norm/0" -> "50 Mixed_5b/branch1x1/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"50 Mixed_5b/branch1x1/relu_/0" -> "100 Mixed_5b/cat/0" [label="(1, 64, 35, 35)", style=solid]; -"51 Mixed_5b.branch5x5_1.conv.weight" -> "52 Mixed_5b/branch5x5_1/conv/conv2d/0" [label="(48, 192, 1, 1)", style=solid]; -"52 Mixed_5b/branch5x5_1/conv/conv2d/0" -> "57 Mixed_5b/branch5x5_1/bn/batch_norm/0" [label="(1, 48, 35, 35)", style=solid]; -"53 Mixed_5b.branch5x5_1.bn.weight" -> "57 Mixed_5b/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"54 Mixed_5b.branch5x5_1.bn.bias" -> "57 Mixed_5b/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"55 Mixed_5b.branch5x5_1.bn.running_mean" -> "57 Mixed_5b/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"56 Mixed_5b.branch5x5_1.bn.running_var" -> "57 Mixed_5b/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"57 Mixed_5b/branch5x5_1/bn/batch_norm/0" -> "58 Mixed_5b/branch5x5_1/relu_/0" [label="(1, 48, 35, 35)", style=solid]; -"58 Mixed_5b/branch5x5_1/relu_/0" -> "60 Mixed_5b/branch5x5_2/conv/conv2d/0" [label="(1, 48, 35, 35)", style=solid]; -"59 Mixed_5b.branch5x5_2.conv.weight" -> "60 Mixed_5b/branch5x5_2/conv/conv2d/0" [label="(64, 48, 5, 5)", style=solid]; -"60 Mixed_5b/branch5x5_2/conv/conv2d/0" -> "65 Mixed_5b/branch5x5_2/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"61 Mixed_5b.branch5x5_2.bn.weight" -> "65 Mixed_5b/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"62 Mixed_5b.branch5x5_2.bn.bias" -> "65 Mixed_5b/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"63 Mixed_5b.branch5x5_2.bn.running_mean" -> "65 Mixed_5b/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"64 Mixed_5b.branch5x5_2.bn.running_var" -> "65 Mixed_5b/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"65 Mixed_5b/branch5x5_2/bn/batch_norm/0" -> "66 Mixed_5b/branch5x5_2/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"66 Mixed_5b/branch5x5_2/relu_/0" -> "100 Mixed_5b/cat/0" [label="(1, 64, 35, 35)", style=solid]; -"67 Mixed_5b.branch3x3dbl_1.conv.weight" -> "68 Mixed_5b/branch3x3dbl_1/conv/conv2d/0" [label="(64, 192, 1, 1)", style=solid]; -"68 Mixed_5b/branch3x3dbl_1/conv/conv2d/0" -> "73 Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"69 Mixed_5b.branch3x3dbl_1.bn.weight" -> "73 Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"70 Mixed_5b.branch3x3dbl_1.bn.bias" -> "73 Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"71 Mixed_5b.branch3x3dbl_1.bn.running_mean" -> "73 Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"72 Mixed_5b.branch3x3dbl_1.bn.running_var" -> "73 Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"73 Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" -> "74 Mixed_5b/branch3x3dbl_1/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"74 Mixed_5b/branch3x3dbl_1/relu_/0" -> "76 Mixed_5b/branch3x3dbl_2/conv/conv2d/0" [label="(1, 64, 35, 35)", style=solid]; -"75 Mixed_5b.branch3x3dbl_2.conv.weight" -> "76 Mixed_5b/branch3x3dbl_2/conv/conv2d/0" [label="(96, 64, 3, 3)", style=solid]; -"76 Mixed_5b/branch3x3dbl_2/conv/conv2d/0" -> "81 Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [label="(1, 96, 35, 35)", style=solid]; -"77 Mixed_5b.branch3x3dbl_2.bn.weight" -> "81 Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"78 Mixed_5b.branch3x3dbl_2.bn.bias" -> "81 Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"79 Mixed_5b.branch3x3dbl_2.bn.running_mean" -> "81 Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"80 Mixed_5b.branch3x3dbl_2.bn.running_var" -> "81 Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"81 Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" -> "82 Mixed_5b/branch3x3dbl_2/relu_/0" [label="(1, 96, 35, 35)", style=solid]; -"82 Mixed_5b/branch3x3dbl_2/relu_/0" -> "84 Mixed_5b/branch3x3dbl_3/conv/conv2d/0" [label="(1, 96, 35, 35)", style=solid]; -"83 Mixed_5b.branch3x3dbl_3.conv.weight" -> "84 Mixed_5b/branch3x3dbl_3/conv/conv2d/0" [label="(96, 96, 3, 3)", style=solid]; -"84 Mixed_5b/branch3x3dbl_3/conv/conv2d/0" -> "89 Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [label="(1, 96, 35, 35)", style=solid]; -"85 Mixed_5b.branch3x3dbl_3.bn.weight" -> "89 Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"86 Mixed_5b.branch3x3dbl_3.bn.bias" -> "89 Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"87 Mixed_5b.branch3x3dbl_3.bn.running_mean" -> "89 Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"88 Mixed_5b.branch3x3dbl_3.bn.running_var" -> "89 Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"89 Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" -> "90 Mixed_5b/branch3x3dbl_3/relu_/0" [label="(1, 96, 35, 35)", style=solid]; -"90 Mixed_5b/branch3x3dbl_3/relu_/0" -> "100 Mixed_5b/cat/0" [label="(1, 96, 35, 35)", style=solid]; -"91 Mixed_5b/avg_pool2d/0" -> "93 Mixed_5b/branch_pool/conv/conv2d/0" [label="(1, 192, 35, 35)", style=solid]; -"92 Mixed_5b.branch_pool.conv.weight" -> "93 Mixed_5b/branch_pool/conv/conv2d/0" [label="(32, 192, 1, 1)", style=solid]; -"93 Mixed_5b/branch_pool/conv/conv2d/0" -> "98 Mixed_5b/branch_pool/bn/batch_norm/0" [label="(1, 32, 35, 35)", style=solid]; -"94 Mixed_5b.branch_pool.bn.weight" -> "98 Mixed_5b/branch_pool/bn/batch_norm/0" [label="(32,)", style=solid]; -"95 Mixed_5b.branch_pool.bn.bias" -> "98 Mixed_5b/branch_pool/bn/batch_norm/0" [label="(32,)", style=solid]; -"96 Mixed_5b.branch_pool.bn.running_mean" -> "98 Mixed_5b/branch_pool/bn/batch_norm/0" [label="(32,)", style=solid]; -"97 Mixed_5b.branch_pool.bn.running_var" -> "98 Mixed_5b/branch_pool/bn/batch_norm/0" [label="(32,)", style=solid]; -"98 Mixed_5b/branch_pool/bn/batch_norm/0" -> "99 Mixed_5b/branch_pool/relu_/0" [label="(1, 32, 35, 35)", style=solid]; -"99 Mixed_5b/branch_pool/relu_/0" -> "100 Mixed_5b/cat/0" [label="(1, 32, 35, 35)", style=solid]; -"100 Mixed_5b/cat/0" -> "102 Mixed_5c/branch1x1/conv/conv2d/0" [label="(1, 256, 35, 35)", style=solid]; -"100 Mixed_5b/cat/0" -> "110 Mixed_5c/branch5x5_1/conv/conv2d/0" [label="(1, 256, 35, 35)", style=solid]; -"100 Mixed_5b/cat/0" -> "126 Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [label="(1, 256, 35, 35)", style=solid]; -"100 Mixed_5b/cat/0" -> "149 Mixed_5c/avg_pool2d/0" [label="(1, 256, 35, 35)", style=solid]; -"101 Mixed_5c.branch1x1.conv.weight" -> "102 Mixed_5c/branch1x1/conv/conv2d/0" [label="(64, 256, 1, 1)", style=solid]; -"102 Mixed_5c/branch1x1/conv/conv2d/0" -> "107 Mixed_5c/branch1x1/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"103 Mixed_5c.branch1x1.bn.weight" -> "107 Mixed_5c/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"104 Mixed_5c.branch1x1.bn.bias" -> "107 Mixed_5c/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"105 Mixed_5c.branch1x1.bn.running_mean" -> "107 Mixed_5c/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"106 Mixed_5c.branch1x1.bn.running_var" -> "107 Mixed_5c/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"107 Mixed_5c/branch1x1/bn/batch_norm/0" -> "108 Mixed_5c/branch1x1/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"108 Mixed_5c/branch1x1/relu_/0" -> "158 Mixed_5c/cat/0" [label="(1, 64, 35, 35)", style=solid]; -"109 Mixed_5c.branch5x5_1.conv.weight" -> "110 Mixed_5c/branch5x5_1/conv/conv2d/0" [label="(48, 256, 1, 1)", style=solid]; -"110 Mixed_5c/branch5x5_1/conv/conv2d/0" -> "115 Mixed_5c/branch5x5_1/bn/batch_norm/0" [label="(1, 48, 35, 35)", style=solid]; -"111 Mixed_5c.branch5x5_1.bn.weight" -> "115 Mixed_5c/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"112 Mixed_5c.branch5x5_1.bn.bias" -> "115 Mixed_5c/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"113 Mixed_5c.branch5x5_1.bn.running_mean" -> "115 Mixed_5c/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"114 Mixed_5c.branch5x5_1.bn.running_var" -> "115 Mixed_5c/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"115 Mixed_5c/branch5x5_1/bn/batch_norm/0" -> "116 Mixed_5c/branch5x5_1/relu_/0" [label="(1, 48, 35, 35)", style=solid]; -"116 Mixed_5c/branch5x5_1/relu_/0" -> "118 Mixed_5c/branch5x5_2/conv/conv2d/0" [label="(1, 48, 35, 35)", style=solid]; -"117 Mixed_5c.branch5x5_2.conv.weight" -> "118 Mixed_5c/branch5x5_2/conv/conv2d/0" [label="(64, 48, 5, 5)", style=solid]; -"118 Mixed_5c/branch5x5_2/conv/conv2d/0" -> "123 Mixed_5c/branch5x5_2/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"119 Mixed_5c.branch5x5_2.bn.weight" -> "123 Mixed_5c/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"120 Mixed_5c.branch5x5_2.bn.bias" -> "123 Mixed_5c/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"121 Mixed_5c.branch5x5_2.bn.running_mean" -> "123 Mixed_5c/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"122 Mixed_5c.branch5x5_2.bn.running_var" -> "123 Mixed_5c/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"123 Mixed_5c/branch5x5_2/bn/batch_norm/0" -> "124 Mixed_5c/branch5x5_2/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"124 Mixed_5c/branch5x5_2/relu_/0" -> "158 Mixed_5c/cat/0" [label="(1, 64, 35, 35)", style=solid]; -"125 Mixed_5c.branch3x3dbl_1.conv.weight" -> "126 Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [label="(64, 256, 1, 1)", style=solid]; -"126 Mixed_5c/branch3x3dbl_1/conv/conv2d/0" -> "131 Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"127 Mixed_5c.branch3x3dbl_1.bn.weight" -> "131 Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"128 Mixed_5c.branch3x3dbl_1.bn.bias" -> "131 Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"129 Mixed_5c.branch3x3dbl_1.bn.running_mean" -> "131 Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"130 Mixed_5c.branch3x3dbl_1.bn.running_var" -> "131 Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"131 Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" -> "132 Mixed_5c/branch3x3dbl_1/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"132 Mixed_5c/branch3x3dbl_1/relu_/0" -> "134 Mixed_5c/branch3x3dbl_2/conv/conv2d/0" [label="(1, 64, 35, 35)", style=solid]; -"133 Mixed_5c.branch3x3dbl_2.conv.weight" -> "134 Mixed_5c/branch3x3dbl_2/conv/conv2d/0" [label="(96, 64, 3, 3)", style=solid]; -"134 Mixed_5c/branch3x3dbl_2/conv/conv2d/0" -> "139 Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [label="(1, 96, 35, 35)", style=solid]; -"135 Mixed_5c.branch3x3dbl_2.bn.weight" -> "139 Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"136 Mixed_5c.branch3x3dbl_2.bn.bias" -> "139 Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"137 Mixed_5c.branch3x3dbl_2.bn.running_mean" -> "139 Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"138 Mixed_5c.branch3x3dbl_2.bn.running_var" -> "139 Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"139 Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" -> "140 Mixed_5c/branch3x3dbl_2/relu_/0" [label="(1, 96, 35, 35)", style=solid]; -"140 Mixed_5c/branch3x3dbl_2/relu_/0" -> "142 Mixed_5c/branch3x3dbl_3/conv/conv2d/0" [label="(1, 96, 35, 35)", style=solid]; -"141 Mixed_5c.branch3x3dbl_3.conv.weight" -> "142 Mixed_5c/branch3x3dbl_3/conv/conv2d/0" [label="(96, 96, 3, 3)", style=solid]; -"142 Mixed_5c/branch3x3dbl_3/conv/conv2d/0" -> "147 Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [label="(1, 96, 35, 35)", style=solid]; -"143 Mixed_5c.branch3x3dbl_3.bn.weight" -> "147 Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"144 Mixed_5c.branch3x3dbl_3.bn.bias" -> "147 Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"145 Mixed_5c.branch3x3dbl_3.bn.running_mean" -> "147 Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"146 Mixed_5c.branch3x3dbl_3.bn.running_var" -> "147 Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"147 Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" -> "148 Mixed_5c/branch3x3dbl_3/relu_/0" [label="(1, 96, 35, 35)", style=solid]; -"148 Mixed_5c/branch3x3dbl_3/relu_/0" -> "158 Mixed_5c/cat/0" [label="(1, 96, 35, 35)", style=solid]; -"149 Mixed_5c/avg_pool2d/0" -> "151 Mixed_5c/branch_pool/conv/conv2d/0" [label="(1, 256, 35, 35)", style=solid]; -"150 Mixed_5c.branch_pool.conv.weight" -> "151 Mixed_5c/branch_pool/conv/conv2d/0" [label="(64, 256, 1, 1)", style=solid]; -"151 Mixed_5c/branch_pool/conv/conv2d/0" -> "156 Mixed_5c/branch_pool/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"152 Mixed_5c.branch_pool.bn.weight" -> "156 Mixed_5c/branch_pool/bn/batch_norm/0" [label="(64,)", style=solid]; -"153 Mixed_5c.branch_pool.bn.bias" -> "156 Mixed_5c/branch_pool/bn/batch_norm/0" [label="(64,)", style=solid]; -"154 Mixed_5c.branch_pool.bn.running_mean" -> "156 Mixed_5c/branch_pool/bn/batch_norm/0" [label="(64,)", style=solid]; -"155 Mixed_5c.branch_pool.bn.running_var" -> "156 Mixed_5c/branch_pool/bn/batch_norm/0" [label="(64,)", style=solid]; -"156 Mixed_5c/branch_pool/bn/batch_norm/0" -> "157 Mixed_5c/branch_pool/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"157 Mixed_5c/branch_pool/relu_/0" -> "158 Mixed_5c/cat/0" [label="(1, 64, 35, 35)", style=solid]; -"158 Mixed_5c/cat/0" -> "160 Mixed_5d/branch1x1/conv/conv2d/0" [label="(1, 288, 35, 35)", style=solid]; -"158 Mixed_5c/cat/0" -> "168 Mixed_5d/branch5x5_1/conv/conv2d/0" [label="(1, 288, 35, 35)", style=solid]; -"158 Mixed_5c/cat/0" -> "184 Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [label="(1, 288, 35, 35)", style=solid]; -"158 Mixed_5c/cat/0" -> "207 Mixed_5d/avg_pool2d/0" [label="(1, 288, 35, 35)", style=solid]; -"159 Mixed_5d.branch1x1.conv.weight" -> "160 Mixed_5d/branch1x1/conv/conv2d/0" [label="(64, 288, 1, 1)", style=solid]; -"160 Mixed_5d/branch1x1/conv/conv2d/0" -> "165 Mixed_5d/branch1x1/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"161 Mixed_5d.branch1x1.bn.weight" -> "165 Mixed_5d/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"162 Mixed_5d.branch1x1.bn.bias" -> "165 Mixed_5d/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"163 Mixed_5d.branch1x1.bn.running_mean" -> "165 Mixed_5d/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"164 Mixed_5d.branch1x1.bn.running_var" -> "165 Mixed_5d/branch1x1/bn/batch_norm/0" [label="(64,)", style=solid]; -"165 Mixed_5d/branch1x1/bn/batch_norm/0" -> "166 Mixed_5d/branch1x1/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"166 Mixed_5d/branch1x1/relu_/0" -> "216 Mixed_5d/cat/0" [label="(1, 64, 35, 35)", style=solid]; -"167 Mixed_5d.branch5x5_1.conv.weight" -> "168 Mixed_5d/branch5x5_1/conv/conv2d/0" [label="(48, 288, 1, 1)", style=solid]; -"168 Mixed_5d/branch5x5_1/conv/conv2d/0" -> "173 Mixed_5d/branch5x5_1/bn/batch_norm/0" [label="(1, 48, 35, 35)", style=solid]; -"169 Mixed_5d.branch5x5_1.bn.weight" -> "173 Mixed_5d/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"170 Mixed_5d.branch5x5_1.bn.bias" -> "173 Mixed_5d/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"171 Mixed_5d.branch5x5_1.bn.running_mean" -> "173 Mixed_5d/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"172 Mixed_5d.branch5x5_1.bn.running_var" -> "173 Mixed_5d/branch5x5_1/bn/batch_norm/0" [label="(48,)", style=solid]; -"173 Mixed_5d/branch5x5_1/bn/batch_norm/0" -> "174 Mixed_5d/branch5x5_1/relu_/0" [label="(1, 48, 35, 35)", style=solid]; -"174 Mixed_5d/branch5x5_1/relu_/0" -> "176 Mixed_5d/branch5x5_2/conv/conv2d/0" [label="(1, 48, 35, 35)", style=solid]; -"175 Mixed_5d.branch5x5_2.conv.weight" -> "176 Mixed_5d/branch5x5_2/conv/conv2d/0" [label="(64, 48, 5, 5)", style=solid]; -"176 Mixed_5d/branch5x5_2/conv/conv2d/0" -> "181 Mixed_5d/branch5x5_2/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"177 Mixed_5d.branch5x5_2.bn.weight" -> "181 Mixed_5d/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"178 Mixed_5d.branch5x5_2.bn.bias" -> "181 Mixed_5d/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"179 Mixed_5d.branch5x5_2.bn.running_mean" -> "181 Mixed_5d/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"180 Mixed_5d.branch5x5_2.bn.running_var" -> "181 Mixed_5d/branch5x5_2/bn/batch_norm/0" [label="(64,)", style=solid]; -"181 Mixed_5d/branch5x5_2/bn/batch_norm/0" -> "182 Mixed_5d/branch5x5_2/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"182 Mixed_5d/branch5x5_2/relu_/0" -> "216 Mixed_5d/cat/0" [label="(1, 64, 35, 35)", style=solid]; -"183 Mixed_5d.branch3x3dbl_1.conv.weight" -> "184 Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [label="(64, 288, 1, 1)", style=solid]; -"184 Mixed_5d/branch3x3dbl_1/conv/conv2d/0" -> "189 Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"185 Mixed_5d.branch3x3dbl_1.bn.weight" -> "189 Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"186 Mixed_5d.branch3x3dbl_1.bn.bias" -> "189 Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"187 Mixed_5d.branch3x3dbl_1.bn.running_mean" -> "189 Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"188 Mixed_5d.branch3x3dbl_1.bn.running_var" -> "189 Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"189 Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" -> "190 Mixed_5d/branch3x3dbl_1/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"190 Mixed_5d/branch3x3dbl_1/relu_/0" -> "192 Mixed_5d/branch3x3dbl_2/conv/conv2d/0" [label="(1, 64, 35, 35)", style=solid]; -"191 Mixed_5d.branch3x3dbl_2.conv.weight" -> "192 Mixed_5d/branch3x3dbl_2/conv/conv2d/0" [label="(96, 64, 3, 3)", style=solid]; -"192 Mixed_5d/branch3x3dbl_2/conv/conv2d/0" -> "197 Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [label="(1, 96, 35, 35)", style=solid]; -"193 Mixed_5d.branch3x3dbl_2.bn.weight" -> "197 Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"194 Mixed_5d.branch3x3dbl_2.bn.bias" -> "197 Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"195 Mixed_5d.branch3x3dbl_2.bn.running_mean" -> "197 Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"196 Mixed_5d.branch3x3dbl_2.bn.running_var" -> "197 Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"197 Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" -> "198 Mixed_5d/branch3x3dbl_2/relu_/0" [label="(1, 96, 35, 35)", style=solid]; -"198 Mixed_5d/branch3x3dbl_2/relu_/0" -> "200 Mixed_5d/branch3x3dbl_3/conv/conv2d/0" [label="(1, 96, 35, 35)", style=solid]; -"199 Mixed_5d.branch3x3dbl_3.conv.weight" -> "200 Mixed_5d/branch3x3dbl_3/conv/conv2d/0" [label="(96, 96, 3, 3)", style=solid]; -"200 Mixed_5d/branch3x3dbl_3/conv/conv2d/0" -> "205 Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [label="(1, 96, 35, 35)", style=solid]; -"201 Mixed_5d.branch3x3dbl_3.bn.weight" -> "205 Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"202 Mixed_5d.branch3x3dbl_3.bn.bias" -> "205 Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"203 Mixed_5d.branch3x3dbl_3.bn.running_mean" -> "205 Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"204 Mixed_5d.branch3x3dbl_3.bn.running_var" -> "205 Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"205 Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" -> "206 Mixed_5d/branch3x3dbl_3/relu_/0" [label="(1, 96, 35, 35)", style=solid]; -"206 Mixed_5d/branch3x3dbl_3/relu_/0" -> "216 Mixed_5d/cat/0" [label="(1, 96, 35, 35)", style=solid]; -"207 Mixed_5d/avg_pool2d/0" -> "209 Mixed_5d/branch_pool/conv/conv2d/0" [label="(1, 288, 35, 35)", style=solid]; -"208 Mixed_5d.branch_pool.conv.weight" -> "209 Mixed_5d/branch_pool/conv/conv2d/0" [label="(64, 288, 1, 1)", style=solid]; -"209 Mixed_5d/branch_pool/conv/conv2d/0" -> "214 Mixed_5d/branch_pool/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"210 Mixed_5d.branch_pool.bn.weight" -> "214 Mixed_5d/branch_pool/bn/batch_norm/0" [label="(64,)", style=solid]; -"211 Mixed_5d.branch_pool.bn.bias" -> "214 Mixed_5d/branch_pool/bn/batch_norm/0" [label="(64,)", style=solid]; -"212 Mixed_5d.branch_pool.bn.running_mean" -> "214 Mixed_5d/branch_pool/bn/batch_norm/0" [label="(64,)", style=solid]; -"213 Mixed_5d.branch_pool.bn.running_var" -> "214 Mixed_5d/branch_pool/bn/batch_norm/0" [label="(64,)", style=solid]; -"214 Mixed_5d/branch_pool/bn/batch_norm/0" -> "215 Mixed_5d/branch_pool/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"215 Mixed_5d/branch_pool/relu_/0" -> "216 Mixed_5d/cat/0" [label="(1, 64, 35, 35)", style=solid]; -"216 Mixed_5d/cat/0" -> "218 Mixed_6a/branch3x3/conv/conv2d/0" [label="(1, 288, 35, 35)", style=solid]; -"216 Mixed_5d/cat/0" -> "226 Mixed_6a/branch3x3dbl_1/conv/conv2d/0" [label="(1, 288, 35, 35)", style=solid]; -"216 Mixed_5d/cat/0" -> "249 Mixed_6a/max_pool2d/0" [label="(1, 288, 35, 35)", style=solid]; -"217 Mixed_6a.branch3x3.conv.weight" -> "218 Mixed_6a/branch3x3/conv/conv2d/0" [label="(384, 288, 3, 3)", style=solid]; -"218 Mixed_6a/branch3x3/conv/conv2d/0" -> "223 Mixed_6a/branch3x3/bn/batch_norm/0" [label="(1, 384, 17, 17)", style=solid]; -"219 Mixed_6a.branch3x3.bn.weight" -> "223 Mixed_6a/branch3x3/bn/batch_norm/0" [label="(384,)", style=solid]; -"220 Mixed_6a.branch3x3.bn.bias" -> "223 Mixed_6a/branch3x3/bn/batch_norm/0" [label="(384,)", style=solid]; -"221 Mixed_6a.branch3x3.bn.running_mean" -> "223 Mixed_6a/branch3x3/bn/batch_norm/0" [label="(384,)", style=solid]; -"222 Mixed_6a.branch3x3.bn.running_var" -> "223 Mixed_6a/branch3x3/bn/batch_norm/0" [label="(384,)", style=solid]; -"223 Mixed_6a/branch3x3/bn/batch_norm/0" -> "224 Mixed_6a/branch3x3/relu_/0" [label="(1, 384, 17, 17)", style=solid]; -"224 Mixed_6a/branch3x3/relu_/0" -> "250 Mixed_6a/cat/0" [label="(1, 384, 17, 17)", style=solid]; -"225 Mixed_6a.branch3x3dbl_1.conv.weight" -> "226 Mixed_6a/branch3x3dbl_1/conv/conv2d/0" [label="(64, 288, 1, 1)", style=solid]; -"226 Mixed_6a/branch3x3dbl_1/conv/conv2d/0" -> "231 Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [label="(1, 64, 35, 35)", style=solid]; -"227 Mixed_6a.branch3x3dbl_1.bn.weight" -> "231 Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"228 Mixed_6a.branch3x3dbl_1.bn.bias" -> "231 Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"229 Mixed_6a.branch3x3dbl_1.bn.running_mean" -> "231 Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"230 Mixed_6a.branch3x3dbl_1.bn.running_var" -> "231 Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [label="(64,)", style=solid]; -"231 Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" -> "232 Mixed_6a/branch3x3dbl_1/relu_/0" [label="(1, 64, 35, 35)", style=solid]; -"232 Mixed_6a/branch3x3dbl_1/relu_/0" -> "234 Mixed_6a/branch3x3dbl_2/conv/conv2d/0" [label="(1, 64, 35, 35)", style=solid]; -"233 Mixed_6a.branch3x3dbl_2.conv.weight" -> "234 Mixed_6a/branch3x3dbl_2/conv/conv2d/0" [label="(96, 64, 3, 3)", style=solid]; -"234 Mixed_6a/branch3x3dbl_2/conv/conv2d/0" -> "239 Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [label="(1, 96, 35, 35)", style=solid]; -"235 Mixed_6a.branch3x3dbl_2.bn.weight" -> "239 Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"236 Mixed_6a.branch3x3dbl_2.bn.bias" -> "239 Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"237 Mixed_6a.branch3x3dbl_2.bn.running_mean" -> "239 Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"238 Mixed_6a.branch3x3dbl_2.bn.running_var" -> "239 Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [label="(96,)", style=solid]; -"239 Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" -> "240 Mixed_6a/branch3x3dbl_2/relu_/0" [label="(1, 96, 35, 35)", style=solid]; -"240 Mixed_6a/branch3x3dbl_2/relu_/0" -> "242 Mixed_6a/branch3x3dbl_3/conv/conv2d/0" [label="(1, 96, 35, 35)", style=solid]; -"241 Mixed_6a.branch3x3dbl_3.conv.weight" -> "242 Mixed_6a/branch3x3dbl_3/conv/conv2d/0" [label="(96, 96, 3, 3)", style=solid]; -"242 Mixed_6a/branch3x3dbl_3/conv/conv2d/0" -> "247 Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [label="(1, 96, 17, 17)", style=solid]; -"243 Mixed_6a.branch3x3dbl_3.bn.weight" -> "247 Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"244 Mixed_6a.branch3x3dbl_3.bn.bias" -> "247 Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"245 Mixed_6a.branch3x3dbl_3.bn.running_mean" -> "247 Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"246 Mixed_6a.branch3x3dbl_3.bn.running_var" -> "247 Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [label="(96,)", style=solid]; -"247 Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" -> "248 Mixed_6a/branch3x3dbl_3/relu_/0" [label="(1, 96, 17, 17)", style=solid]; -"248 Mixed_6a/branch3x3dbl_3/relu_/0" -> "250 Mixed_6a/cat/0" [label="(1, 96, 17, 17)", style=solid]; -"249 Mixed_6a/max_pool2d/0" -> "250 Mixed_6a/cat/0" [label="(1, 288, 17, 17)", style=solid]; -"250 Mixed_6a/cat/0" -> "252 Mixed_6b/branch1x1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"250 Mixed_6a/cat/0" -> "260 Mixed_6b/branch7x7_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"250 Mixed_6a/cat/0" -> "284 Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"250 Mixed_6a/cat/0" -> "323 Mixed_6b/avg_pool2d/0" [label="(1, 768, 17, 17)", style=solid]; -"251 Mixed_6b.branch1x1.conv.weight" -> "252 Mixed_6b/branch1x1/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"252 Mixed_6b/branch1x1/conv/conv2d/0" -> "257 Mixed_6b/branch1x1/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"253 Mixed_6b.branch1x1.bn.weight" -> "257 Mixed_6b/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"254 Mixed_6b.branch1x1.bn.bias" -> "257 Mixed_6b/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"255 Mixed_6b.branch1x1.bn.running_mean" -> "257 Mixed_6b/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"256 Mixed_6b.branch1x1.bn.running_var" -> "257 Mixed_6b/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"257 Mixed_6b/branch1x1/bn/batch_norm/0" -> "258 Mixed_6b/branch1x1/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"258 Mixed_6b/branch1x1/relu_/0" -> "332 Mixed_6b/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"259 Mixed_6b.branch7x7_1.conv.weight" -> "260 Mixed_6b/branch7x7_1/conv/conv2d/0" [label="(128, 768, 1, 1)", style=solid]; -"260 Mixed_6b/branch7x7_1/conv/conv2d/0" -> "265 Mixed_6b/branch7x7_1/bn/batch_norm/0" [label="(1, 128, 17, 17)", style=solid]; -"261 Mixed_6b.branch7x7_1.bn.weight" -> "265 Mixed_6b/branch7x7_1/bn/batch_norm/0" [label="(128,)", style=solid]; -"262 Mixed_6b.branch7x7_1.bn.bias" -> "265 Mixed_6b/branch7x7_1/bn/batch_norm/0" [label="(128,)", style=solid]; -"263 Mixed_6b.branch7x7_1.bn.running_mean" -> "265 Mixed_6b/branch7x7_1/bn/batch_norm/0" [label="(128,)", style=solid]; -"264 Mixed_6b.branch7x7_1.bn.running_var" -> "265 Mixed_6b/branch7x7_1/bn/batch_norm/0" [label="(128,)", style=solid]; -"265 Mixed_6b/branch7x7_1/bn/batch_norm/0" -> "266 Mixed_6b/branch7x7_1/relu_/0" [label="(1, 128, 17, 17)", style=solid]; -"266 Mixed_6b/branch7x7_1/relu_/0" -> "268 Mixed_6b/branch7x7_2/conv/conv2d/0" [label="(1, 128, 17, 17)", style=solid]; -"267 Mixed_6b.branch7x7_2.conv.weight" -> "268 Mixed_6b/branch7x7_2/conv/conv2d/0" [label="(128, 128, 1, 7)", style=solid]; -"268 Mixed_6b/branch7x7_2/conv/conv2d/0" -> "273 Mixed_6b/branch7x7_2/bn/batch_norm/0" [label="(1, 128, 17, 17)", style=solid]; -"269 Mixed_6b.branch7x7_2.bn.weight" -> "273 Mixed_6b/branch7x7_2/bn/batch_norm/0" [label="(128,)", style=solid]; -"270 Mixed_6b.branch7x7_2.bn.bias" -> "273 Mixed_6b/branch7x7_2/bn/batch_norm/0" [label="(128,)", style=solid]; -"271 Mixed_6b.branch7x7_2.bn.running_mean" -> "273 Mixed_6b/branch7x7_2/bn/batch_norm/0" [label="(128,)", style=solid]; -"272 Mixed_6b.branch7x7_2.bn.running_var" -> "273 Mixed_6b/branch7x7_2/bn/batch_norm/0" [label="(128,)", style=solid]; -"273 Mixed_6b/branch7x7_2/bn/batch_norm/0" -> "274 Mixed_6b/branch7x7_2/relu_/0" [label="(1, 128, 17, 17)", style=solid]; -"274 Mixed_6b/branch7x7_2/relu_/0" -> "276 Mixed_6b/branch7x7_3/conv/conv2d/0" [label="(1, 128, 17, 17)", style=solid]; -"275 Mixed_6b.branch7x7_3.conv.weight" -> "276 Mixed_6b/branch7x7_3/conv/conv2d/0" [label="(192, 128, 7, 1)", style=solid]; -"276 Mixed_6b/branch7x7_3/conv/conv2d/0" -> "281 Mixed_6b/branch7x7_3/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"277 Mixed_6b.branch7x7_3.bn.weight" -> "281 Mixed_6b/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"278 Mixed_6b.branch7x7_3.bn.bias" -> "281 Mixed_6b/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"279 Mixed_6b.branch7x7_3.bn.running_mean" -> "281 Mixed_6b/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"280 Mixed_6b.branch7x7_3.bn.running_var" -> "281 Mixed_6b/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"281 Mixed_6b/branch7x7_3/bn/batch_norm/0" -> "282 Mixed_6b/branch7x7_3/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"282 Mixed_6b/branch7x7_3/relu_/0" -> "332 Mixed_6b/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"283 Mixed_6b.branch7x7dbl_1.conv.weight" -> "284 Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [label="(128, 768, 1, 1)", style=solid]; -"284 Mixed_6b/branch7x7dbl_1/conv/conv2d/0" -> "289 Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [label="(1, 128, 17, 17)", style=solid]; -"285 Mixed_6b.branch7x7dbl_1.bn.weight" -> "289 Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [label="(128,)", style=solid]; -"286 Mixed_6b.branch7x7dbl_1.bn.bias" -> "289 Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [label="(128,)", style=solid]; -"287 Mixed_6b.branch7x7dbl_1.bn.running_mean" -> "289 Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [label="(128,)", style=solid]; -"288 Mixed_6b.branch7x7dbl_1.bn.running_var" -> "289 Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [label="(128,)", style=solid]; -"289 Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" -> "290 Mixed_6b/branch7x7dbl_1/relu_/0" [label="(1, 128, 17, 17)", style=solid]; -"290 Mixed_6b/branch7x7dbl_1/relu_/0" -> "292 Mixed_6b/branch7x7dbl_2/conv/conv2d/0" [label="(1, 128, 17, 17)", style=solid]; -"291 Mixed_6b.branch7x7dbl_2.conv.weight" -> "292 Mixed_6b/branch7x7dbl_2/conv/conv2d/0" [label="(128, 128, 7, 1)", style=solid]; -"292 Mixed_6b/branch7x7dbl_2/conv/conv2d/0" -> "297 Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [label="(1, 128, 17, 17)", style=solid]; -"293 Mixed_6b.branch7x7dbl_2.bn.weight" -> "297 Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [label="(128,)", style=solid]; -"294 Mixed_6b.branch7x7dbl_2.bn.bias" -> "297 Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [label="(128,)", style=solid]; -"295 Mixed_6b.branch7x7dbl_2.bn.running_mean" -> "297 Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [label="(128,)", style=solid]; -"296 Mixed_6b.branch7x7dbl_2.bn.running_var" -> "297 Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [label="(128,)", style=solid]; -"297 Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" -> "298 Mixed_6b/branch7x7dbl_2/relu_/0" [label="(1, 128, 17, 17)", style=solid]; -"298 Mixed_6b/branch7x7dbl_2/relu_/0" -> "300 Mixed_6b/branch7x7dbl_3/conv/conv2d/0" [label="(1, 128, 17, 17)", style=solid]; -"299 Mixed_6b.branch7x7dbl_3.conv.weight" -> "300 Mixed_6b/branch7x7dbl_3/conv/conv2d/0" [label="(128, 128, 1, 7)", style=solid]; -"300 Mixed_6b/branch7x7dbl_3/conv/conv2d/0" -> "305 Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [label="(1, 128, 17, 17)", style=solid]; -"301 Mixed_6b.branch7x7dbl_3.bn.weight" -> "305 Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [label="(128,)", style=solid]; -"302 Mixed_6b.branch7x7dbl_3.bn.bias" -> "305 Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [label="(128,)", style=solid]; -"303 Mixed_6b.branch7x7dbl_3.bn.running_mean" -> "305 Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [label="(128,)", style=solid]; -"304 Mixed_6b.branch7x7dbl_3.bn.running_var" -> "305 Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [label="(128,)", style=solid]; -"305 Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" -> "306 Mixed_6b/branch7x7dbl_3/relu_/0" [label="(1, 128, 17, 17)", style=solid]; -"306 Mixed_6b/branch7x7dbl_3/relu_/0" -> "308 Mixed_6b/branch7x7dbl_4/conv/conv2d/0" [label="(1, 128, 17, 17)", style=solid]; -"307 Mixed_6b.branch7x7dbl_4.conv.weight" -> "308 Mixed_6b/branch7x7dbl_4/conv/conv2d/0" [label="(128, 128, 7, 1)", style=solid]; -"308 Mixed_6b/branch7x7dbl_4/conv/conv2d/0" -> "313 Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [label="(1, 128, 17, 17)", style=solid]; -"309 Mixed_6b.branch7x7dbl_4.bn.weight" -> "313 Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [label="(128,)", style=solid]; -"310 Mixed_6b.branch7x7dbl_4.bn.bias" -> "313 Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [label="(128,)", style=solid]; -"311 Mixed_6b.branch7x7dbl_4.bn.running_mean" -> "313 Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [label="(128,)", style=solid]; -"312 Mixed_6b.branch7x7dbl_4.bn.running_var" -> "313 Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [label="(128,)", style=solid]; -"313 Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" -> "314 Mixed_6b/branch7x7dbl_4/relu_/0" [label="(1, 128, 17, 17)", style=solid]; -"314 Mixed_6b/branch7x7dbl_4/relu_/0" -> "316 Mixed_6b/branch7x7dbl_5/conv/conv2d/0" [label="(1, 128, 17, 17)", style=solid]; -"315 Mixed_6b.branch7x7dbl_5.conv.weight" -> "316 Mixed_6b/branch7x7dbl_5/conv/conv2d/0" [label="(192, 128, 1, 7)", style=solid]; -"316 Mixed_6b/branch7x7dbl_5/conv/conv2d/0" -> "321 Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"317 Mixed_6b.branch7x7dbl_5.bn.weight" -> "321 Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"318 Mixed_6b.branch7x7dbl_5.bn.bias" -> "321 Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"319 Mixed_6b.branch7x7dbl_5.bn.running_mean" -> "321 Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"320 Mixed_6b.branch7x7dbl_5.bn.running_var" -> "321 Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"321 Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" -> "322 Mixed_6b/branch7x7dbl_5/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"322 Mixed_6b/branch7x7dbl_5/relu_/0" -> "332 Mixed_6b/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"323 Mixed_6b/avg_pool2d/0" -> "325 Mixed_6b/branch_pool/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"324 Mixed_6b.branch_pool.conv.weight" -> "325 Mixed_6b/branch_pool/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"325 Mixed_6b/branch_pool/conv/conv2d/0" -> "330 Mixed_6b/branch_pool/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"326 Mixed_6b.branch_pool.bn.weight" -> "330 Mixed_6b/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"327 Mixed_6b.branch_pool.bn.bias" -> "330 Mixed_6b/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"328 Mixed_6b.branch_pool.bn.running_mean" -> "330 Mixed_6b/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"329 Mixed_6b.branch_pool.bn.running_var" -> "330 Mixed_6b/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"330 Mixed_6b/branch_pool/bn/batch_norm/0" -> "331 Mixed_6b/branch_pool/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"331 Mixed_6b/branch_pool/relu_/0" -> "332 Mixed_6b/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"332 Mixed_6b/cat/0" -> "334 Mixed_6c/branch1x1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"332 Mixed_6b/cat/0" -> "342 Mixed_6c/branch7x7_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"332 Mixed_6b/cat/0" -> "366 Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"332 Mixed_6b/cat/0" -> "405 Mixed_6c/avg_pool2d/0" [label="(1, 768, 17, 17)", style=solid]; -"333 Mixed_6c.branch1x1.conv.weight" -> "334 Mixed_6c/branch1x1/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"334 Mixed_6c/branch1x1/conv/conv2d/0" -> "339 Mixed_6c/branch1x1/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"335 Mixed_6c.branch1x1.bn.weight" -> "339 Mixed_6c/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"336 Mixed_6c.branch1x1.bn.bias" -> "339 Mixed_6c/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"337 Mixed_6c.branch1x1.bn.running_mean" -> "339 Mixed_6c/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"338 Mixed_6c.branch1x1.bn.running_var" -> "339 Mixed_6c/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"339 Mixed_6c/branch1x1/bn/batch_norm/0" -> "340 Mixed_6c/branch1x1/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"340 Mixed_6c/branch1x1/relu_/0" -> "414 Mixed_6c/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"341 Mixed_6c.branch7x7_1.conv.weight" -> "342 Mixed_6c/branch7x7_1/conv/conv2d/0" [label="(160, 768, 1, 1)", style=solid]; -"342 Mixed_6c/branch7x7_1/conv/conv2d/0" -> "347 Mixed_6c/branch7x7_1/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"343 Mixed_6c.branch7x7_1.bn.weight" -> "347 Mixed_6c/branch7x7_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"344 Mixed_6c.branch7x7_1.bn.bias" -> "347 Mixed_6c/branch7x7_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"345 Mixed_6c.branch7x7_1.bn.running_mean" -> "347 Mixed_6c/branch7x7_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"346 Mixed_6c.branch7x7_1.bn.running_var" -> "347 Mixed_6c/branch7x7_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"347 Mixed_6c/branch7x7_1/bn/batch_norm/0" -> "348 Mixed_6c/branch7x7_1/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"348 Mixed_6c/branch7x7_1/relu_/0" -> "350 Mixed_6c/branch7x7_2/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"349 Mixed_6c.branch7x7_2.conv.weight" -> "350 Mixed_6c/branch7x7_2/conv/conv2d/0" [label="(160, 160, 1, 7)", style=solid]; -"350 Mixed_6c/branch7x7_2/conv/conv2d/0" -> "355 Mixed_6c/branch7x7_2/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"351 Mixed_6c.branch7x7_2.bn.weight" -> "355 Mixed_6c/branch7x7_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"352 Mixed_6c.branch7x7_2.bn.bias" -> "355 Mixed_6c/branch7x7_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"353 Mixed_6c.branch7x7_2.bn.running_mean" -> "355 Mixed_6c/branch7x7_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"354 Mixed_6c.branch7x7_2.bn.running_var" -> "355 Mixed_6c/branch7x7_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"355 Mixed_6c/branch7x7_2/bn/batch_norm/0" -> "356 Mixed_6c/branch7x7_2/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"356 Mixed_6c/branch7x7_2/relu_/0" -> "358 Mixed_6c/branch7x7_3/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"357 Mixed_6c.branch7x7_3.conv.weight" -> "358 Mixed_6c/branch7x7_3/conv/conv2d/0" [label="(192, 160, 7, 1)", style=solid]; -"358 Mixed_6c/branch7x7_3/conv/conv2d/0" -> "363 Mixed_6c/branch7x7_3/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"359 Mixed_6c.branch7x7_3.bn.weight" -> "363 Mixed_6c/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"360 Mixed_6c.branch7x7_3.bn.bias" -> "363 Mixed_6c/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"361 Mixed_6c.branch7x7_3.bn.running_mean" -> "363 Mixed_6c/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"362 Mixed_6c.branch7x7_3.bn.running_var" -> "363 Mixed_6c/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"363 Mixed_6c/branch7x7_3/bn/batch_norm/0" -> "364 Mixed_6c/branch7x7_3/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"364 Mixed_6c/branch7x7_3/relu_/0" -> "414 Mixed_6c/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"365 Mixed_6c.branch7x7dbl_1.conv.weight" -> "366 Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [label="(160, 768, 1, 1)", style=solid]; -"366 Mixed_6c/branch7x7dbl_1/conv/conv2d/0" -> "371 Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"367 Mixed_6c.branch7x7dbl_1.bn.weight" -> "371 Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"368 Mixed_6c.branch7x7dbl_1.bn.bias" -> "371 Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"369 Mixed_6c.branch7x7dbl_1.bn.running_mean" -> "371 Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"370 Mixed_6c.branch7x7dbl_1.bn.running_var" -> "371 Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"371 Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" -> "372 Mixed_6c/branch7x7dbl_1/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"372 Mixed_6c/branch7x7dbl_1/relu_/0" -> "374 Mixed_6c/branch7x7dbl_2/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"373 Mixed_6c.branch7x7dbl_2.conv.weight" -> "374 Mixed_6c/branch7x7dbl_2/conv/conv2d/0" [label="(160, 160, 7, 1)", style=solid]; -"374 Mixed_6c/branch7x7dbl_2/conv/conv2d/0" -> "379 Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"375 Mixed_6c.branch7x7dbl_2.bn.weight" -> "379 Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"376 Mixed_6c.branch7x7dbl_2.bn.bias" -> "379 Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"377 Mixed_6c.branch7x7dbl_2.bn.running_mean" -> "379 Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"378 Mixed_6c.branch7x7dbl_2.bn.running_var" -> "379 Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"379 Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" -> "380 Mixed_6c/branch7x7dbl_2/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"380 Mixed_6c/branch7x7dbl_2/relu_/0" -> "382 Mixed_6c/branch7x7dbl_3/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"381 Mixed_6c.branch7x7dbl_3.conv.weight" -> "382 Mixed_6c/branch7x7dbl_3/conv/conv2d/0" [label="(160, 160, 1, 7)", style=solid]; -"382 Mixed_6c/branch7x7dbl_3/conv/conv2d/0" -> "387 Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"383 Mixed_6c.branch7x7dbl_3.bn.weight" -> "387 Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [label="(160,)", style=solid]; -"384 Mixed_6c.branch7x7dbl_3.bn.bias" -> "387 Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [label="(160,)", style=solid]; -"385 Mixed_6c.branch7x7dbl_3.bn.running_mean" -> "387 Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [label="(160,)", style=solid]; -"386 Mixed_6c.branch7x7dbl_3.bn.running_var" -> "387 Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [label="(160,)", style=solid]; -"387 Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" -> "388 Mixed_6c/branch7x7dbl_3/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"388 Mixed_6c/branch7x7dbl_3/relu_/0" -> "390 Mixed_6c/branch7x7dbl_4/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"389 Mixed_6c.branch7x7dbl_4.conv.weight" -> "390 Mixed_6c/branch7x7dbl_4/conv/conv2d/0" [label="(160, 160, 7, 1)", style=solid]; -"390 Mixed_6c/branch7x7dbl_4/conv/conv2d/0" -> "395 Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"391 Mixed_6c.branch7x7dbl_4.bn.weight" -> "395 Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [label="(160,)", style=solid]; -"392 Mixed_6c.branch7x7dbl_4.bn.bias" -> "395 Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [label="(160,)", style=solid]; -"393 Mixed_6c.branch7x7dbl_4.bn.running_mean" -> "395 Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [label="(160,)", style=solid]; -"394 Mixed_6c.branch7x7dbl_4.bn.running_var" -> "395 Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [label="(160,)", style=solid]; -"395 Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" -> "396 Mixed_6c/branch7x7dbl_4/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"396 Mixed_6c/branch7x7dbl_4/relu_/0" -> "398 Mixed_6c/branch7x7dbl_5/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"397 Mixed_6c.branch7x7dbl_5.conv.weight" -> "398 Mixed_6c/branch7x7dbl_5/conv/conv2d/0" [label="(192, 160, 1, 7)", style=solid]; -"398 Mixed_6c/branch7x7dbl_5/conv/conv2d/0" -> "403 Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"399 Mixed_6c.branch7x7dbl_5.bn.weight" -> "403 Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"400 Mixed_6c.branch7x7dbl_5.bn.bias" -> "403 Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"401 Mixed_6c.branch7x7dbl_5.bn.running_mean" -> "403 Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"402 Mixed_6c.branch7x7dbl_5.bn.running_var" -> "403 Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"403 Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" -> "404 Mixed_6c/branch7x7dbl_5/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"404 Mixed_6c/branch7x7dbl_5/relu_/0" -> "414 Mixed_6c/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"405 Mixed_6c/avg_pool2d/0" -> "407 Mixed_6c/branch_pool/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"406 Mixed_6c.branch_pool.conv.weight" -> "407 Mixed_6c/branch_pool/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"407 Mixed_6c/branch_pool/conv/conv2d/0" -> "412 Mixed_6c/branch_pool/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"408 Mixed_6c.branch_pool.bn.weight" -> "412 Mixed_6c/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"409 Mixed_6c.branch_pool.bn.bias" -> "412 Mixed_6c/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"410 Mixed_6c.branch_pool.bn.running_mean" -> "412 Mixed_6c/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"411 Mixed_6c.branch_pool.bn.running_var" -> "412 Mixed_6c/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"412 Mixed_6c/branch_pool/bn/batch_norm/0" -> "413 Mixed_6c/branch_pool/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"413 Mixed_6c/branch_pool/relu_/0" -> "414 Mixed_6c/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"414 Mixed_6c/cat/0" -> "416 Mixed_6d/branch1x1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"414 Mixed_6c/cat/0" -> "424 Mixed_6d/branch7x7_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"414 Mixed_6c/cat/0" -> "448 Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"414 Mixed_6c/cat/0" -> "487 Mixed_6d/avg_pool2d/0" [label="(1, 768, 17, 17)", style=solid]; -"415 Mixed_6d.branch1x1.conv.weight" -> "416 Mixed_6d/branch1x1/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"416 Mixed_6d/branch1x1/conv/conv2d/0" -> "421 Mixed_6d/branch1x1/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"417 Mixed_6d.branch1x1.bn.weight" -> "421 Mixed_6d/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"418 Mixed_6d.branch1x1.bn.bias" -> "421 Mixed_6d/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"419 Mixed_6d.branch1x1.bn.running_mean" -> "421 Mixed_6d/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"420 Mixed_6d.branch1x1.bn.running_var" -> "421 Mixed_6d/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"421 Mixed_6d/branch1x1/bn/batch_norm/0" -> "422 Mixed_6d/branch1x1/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"422 Mixed_6d/branch1x1/relu_/0" -> "496 Mixed_6d/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"423 Mixed_6d.branch7x7_1.conv.weight" -> "424 Mixed_6d/branch7x7_1/conv/conv2d/0" [label="(160, 768, 1, 1)", style=solid]; -"424 Mixed_6d/branch7x7_1/conv/conv2d/0" -> "429 Mixed_6d/branch7x7_1/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"425 Mixed_6d.branch7x7_1.bn.weight" -> "429 Mixed_6d/branch7x7_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"426 Mixed_6d.branch7x7_1.bn.bias" -> "429 Mixed_6d/branch7x7_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"427 Mixed_6d.branch7x7_1.bn.running_mean" -> "429 Mixed_6d/branch7x7_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"428 Mixed_6d.branch7x7_1.bn.running_var" -> "429 Mixed_6d/branch7x7_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"429 Mixed_6d/branch7x7_1/bn/batch_norm/0" -> "430 Mixed_6d/branch7x7_1/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"430 Mixed_6d/branch7x7_1/relu_/0" -> "432 Mixed_6d/branch7x7_2/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"431 Mixed_6d.branch7x7_2.conv.weight" -> "432 Mixed_6d/branch7x7_2/conv/conv2d/0" [label="(160, 160, 1, 7)", style=solid]; -"432 Mixed_6d/branch7x7_2/conv/conv2d/0" -> "437 Mixed_6d/branch7x7_2/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"433 Mixed_6d.branch7x7_2.bn.weight" -> "437 Mixed_6d/branch7x7_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"434 Mixed_6d.branch7x7_2.bn.bias" -> "437 Mixed_6d/branch7x7_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"435 Mixed_6d.branch7x7_2.bn.running_mean" -> "437 Mixed_6d/branch7x7_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"436 Mixed_6d.branch7x7_2.bn.running_var" -> "437 Mixed_6d/branch7x7_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"437 Mixed_6d/branch7x7_2/bn/batch_norm/0" -> "438 Mixed_6d/branch7x7_2/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"438 Mixed_6d/branch7x7_2/relu_/0" -> "440 Mixed_6d/branch7x7_3/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"439 Mixed_6d.branch7x7_3.conv.weight" -> "440 Mixed_6d/branch7x7_3/conv/conv2d/0" [label="(192, 160, 7, 1)", style=solid]; -"440 Mixed_6d/branch7x7_3/conv/conv2d/0" -> "445 Mixed_6d/branch7x7_3/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"441 Mixed_6d.branch7x7_3.bn.weight" -> "445 Mixed_6d/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"442 Mixed_6d.branch7x7_3.bn.bias" -> "445 Mixed_6d/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"443 Mixed_6d.branch7x7_3.bn.running_mean" -> "445 Mixed_6d/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"444 Mixed_6d.branch7x7_3.bn.running_var" -> "445 Mixed_6d/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"445 Mixed_6d/branch7x7_3/bn/batch_norm/0" -> "446 Mixed_6d/branch7x7_3/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"446 Mixed_6d/branch7x7_3/relu_/0" -> "496 Mixed_6d/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"447 Mixed_6d.branch7x7dbl_1.conv.weight" -> "448 Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [label="(160, 768, 1, 1)", style=solid]; -"448 Mixed_6d/branch7x7dbl_1/conv/conv2d/0" -> "453 Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"449 Mixed_6d.branch7x7dbl_1.bn.weight" -> "453 Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"450 Mixed_6d.branch7x7dbl_1.bn.bias" -> "453 Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"451 Mixed_6d.branch7x7dbl_1.bn.running_mean" -> "453 Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"452 Mixed_6d.branch7x7dbl_1.bn.running_var" -> "453 Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [label="(160,)", style=solid]; -"453 Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" -> "454 Mixed_6d/branch7x7dbl_1/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"454 Mixed_6d/branch7x7dbl_1/relu_/0" -> "456 Mixed_6d/branch7x7dbl_2/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"455 Mixed_6d.branch7x7dbl_2.conv.weight" -> "456 Mixed_6d/branch7x7dbl_2/conv/conv2d/0" [label="(160, 160, 7, 1)", style=solid]; -"456 Mixed_6d/branch7x7dbl_2/conv/conv2d/0" -> "461 Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"457 Mixed_6d.branch7x7dbl_2.bn.weight" -> "461 Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"458 Mixed_6d.branch7x7dbl_2.bn.bias" -> "461 Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"459 Mixed_6d.branch7x7dbl_2.bn.running_mean" -> "461 Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"460 Mixed_6d.branch7x7dbl_2.bn.running_var" -> "461 Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [label="(160,)", style=solid]; -"461 Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" -> "462 Mixed_6d/branch7x7dbl_2/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"462 Mixed_6d/branch7x7dbl_2/relu_/0" -> "464 Mixed_6d/branch7x7dbl_3/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"463 Mixed_6d.branch7x7dbl_3.conv.weight" -> "464 Mixed_6d/branch7x7dbl_3/conv/conv2d/0" [label="(160, 160, 1, 7)", style=solid]; -"464 Mixed_6d/branch7x7dbl_3/conv/conv2d/0" -> "469 Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"465 Mixed_6d.branch7x7dbl_3.bn.weight" -> "469 Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [label="(160,)", style=solid]; -"466 Mixed_6d.branch7x7dbl_3.bn.bias" -> "469 Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [label="(160,)", style=solid]; -"467 Mixed_6d.branch7x7dbl_3.bn.running_mean" -> "469 Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [label="(160,)", style=solid]; -"468 Mixed_6d.branch7x7dbl_3.bn.running_var" -> "469 Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [label="(160,)", style=solid]; -"469 Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" -> "470 Mixed_6d/branch7x7dbl_3/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"470 Mixed_6d/branch7x7dbl_3/relu_/0" -> "472 Mixed_6d/branch7x7dbl_4/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"471 Mixed_6d.branch7x7dbl_4.conv.weight" -> "472 Mixed_6d/branch7x7dbl_4/conv/conv2d/0" [label="(160, 160, 7, 1)", style=solid]; -"472 Mixed_6d/branch7x7dbl_4/conv/conv2d/0" -> "477 Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [label="(1, 160, 17, 17)", style=solid]; -"473 Mixed_6d.branch7x7dbl_4.bn.weight" -> "477 Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [label="(160,)", style=solid]; -"474 Mixed_6d.branch7x7dbl_4.bn.bias" -> "477 Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [label="(160,)", style=solid]; -"475 Mixed_6d.branch7x7dbl_4.bn.running_mean" -> "477 Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [label="(160,)", style=solid]; -"476 Mixed_6d.branch7x7dbl_4.bn.running_var" -> "477 Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [label="(160,)", style=solid]; -"477 Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" -> "478 Mixed_6d/branch7x7dbl_4/relu_/0" [label="(1, 160, 17, 17)", style=solid]; -"478 Mixed_6d/branch7x7dbl_4/relu_/0" -> "480 Mixed_6d/branch7x7dbl_5/conv/conv2d/0" [label="(1, 160, 17, 17)", style=solid]; -"479 Mixed_6d.branch7x7dbl_5.conv.weight" -> "480 Mixed_6d/branch7x7dbl_5/conv/conv2d/0" [label="(192, 160, 1, 7)", style=solid]; -"480 Mixed_6d/branch7x7dbl_5/conv/conv2d/0" -> "485 Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"481 Mixed_6d.branch7x7dbl_5.bn.weight" -> "485 Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"482 Mixed_6d.branch7x7dbl_5.bn.bias" -> "485 Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"483 Mixed_6d.branch7x7dbl_5.bn.running_mean" -> "485 Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"484 Mixed_6d.branch7x7dbl_5.bn.running_var" -> "485 Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"485 Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" -> "486 Mixed_6d/branch7x7dbl_5/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"486 Mixed_6d/branch7x7dbl_5/relu_/0" -> "496 Mixed_6d/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"487 Mixed_6d/avg_pool2d/0" -> "489 Mixed_6d/branch_pool/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"488 Mixed_6d.branch_pool.conv.weight" -> "489 Mixed_6d/branch_pool/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"489 Mixed_6d/branch_pool/conv/conv2d/0" -> "494 Mixed_6d/branch_pool/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"490 Mixed_6d.branch_pool.bn.weight" -> "494 Mixed_6d/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"491 Mixed_6d.branch_pool.bn.bias" -> "494 Mixed_6d/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"492 Mixed_6d.branch_pool.bn.running_mean" -> "494 Mixed_6d/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"493 Mixed_6d.branch_pool.bn.running_var" -> "494 Mixed_6d/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"494 Mixed_6d/branch_pool/bn/batch_norm/0" -> "495 Mixed_6d/branch_pool/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"495 Mixed_6d/branch_pool/relu_/0" -> "496 Mixed_6d/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"496 Mixed_6d/cat/0" -> "498 Mixed_6e/branch1x1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"496 Mixed_6d/cat/0" -> "506 Mixed_6e/branch7x7_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"496 Mixed_6d/cat/0" -> "530 Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"496 Mixed_6d/cat/0" -> "569 Mixed_6e/avg_pool2d/0" [label="(1, 768, 17, 17)", style=solid]; -"497 Mixed_6e.branch1x1.conv.weight" -> "498 Mixed_6e/branch1x1/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"498 Mixed_6e/branch1x1/conv/conv2d/0" -> "503 Mixed_6e/branch1x1/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"499 Mixed_6e.branch1x1.bn.weight" -> "503 Mixed_6e/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"500 Mixed_6e.branch1x1.bn.bias" -> "503 Mixed_6e/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"501 Mixed_6e.branch1x1.bn.running_mean" -> "503 Mixed_6e/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"502 Mixed_6e.branch1x1.bn.running_var" -> "503 Mixed_6e/branch1x1/bn/batch_norm/0" [label="(192,)", style=solid]; -"503 Mixed_6e/branch1x1/bn/batch_norm/0" -> "504 Mixed_6e/branch1x1/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"504 Mixed_6e/branch1x1/relu_/0" -> "578 Mixed_6e/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"505 Mixed_6e.branch7x7_1.conv.weight" -> "506 Mixed_6e/branch7x7_1/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"506 Mixed_6e/branch7x7_1/conv/conv2d/0" -> "511 Mixed_6e/branch7x7_1/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"507 Mixed_6e.branch7x7_1.bn.weight" -> "511 Mixed_6e/branch7x7_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"508 Mixed_6e.branch7x7_1.bn.bias" -> "511 Mixed_6e/branch7x7_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"509 Mixed_6e.branch7x7_1.bn.running_mean" -> "511 Mixed_6e/branch7x7_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"510 Mixed_6e.branch7x7_1.bn.running_var" -> "511 Mixed_6e/branch7x7_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"511 Mixed_6e/branch7x7_1/bn/batch_norm/0" -> "512 Mixed_6e/branch7x7_1/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"512 Mixed_6e/branch7x7_1/relu_/0" -> "514 Mixed_6e/branch7x7_2/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"513 Mixed_6e.branch7x7_2.conv.weight" -> "514 Mixed_6e/branch7x7_2/conv/conv2d/0" [label="(192, 192, 1, 7)", style=solid]; -"514 Mixed_6e/branch7x7_2/conv/conv2d/0" -> "519 Mixed_6e/branch7x7_2/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"515 Mixed_6e.branch7x7_2.bn.weight" -> "519 Mixed_6e/branch7x7_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"516 Mixed_6e.branch7x7_2.bn.bias" -> "519 Mixed_6e/branch7x7_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"517 Mixed_6e.branch7x7_2.bn.running_mean" -> "519 Mixed_6e/branch7x7_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"518 Mixed_6e.branch7x7_2.bn.running_var" -> "519 Mixed_6e/branch7x7_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"519 Mixed_6e/branch7x7_2/bn/batch_norm/0" -> "520 Mixed_6e/branch7x7_2/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"520 Mixed_6e/branch7x7_2/relu_/0" -> "522 Mixed_6e/branch7x7_3/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"521 Mixed_6e.branch7x7_3.conv.weight" -> "522 Mixed_6e/branch7x7_3/conv/conv2d/0" [label="(192, 192, 7, 1)", style=solid]; -"522 Mixed_6e/branch7x7_3/conv/conv2d/0" -> "527 Mixed_6e/branch7x7_3/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"523 Mixed_6e.branch7x7_3.bn.weight" -> "527 Mixed_6e/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"524 Mixed_6e.branch7x7_3.bn.bias" -> "527 Mixed_6e/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"525 Mixed_6e.branch7x7_3.bn.running_mean" -> "527 Mixed_6e/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"526 Mixed_6e.branch7x7_3.bn.running_var" -> "527 Mixed_6e/branch7x7_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"527 Mixed_6e/branch7x7_3/bn/batch_norm/0" -> "528 Mixed_6e/branch7x7_3/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"528 Mixed_6e/branch7x7_3/relu_/0" -> "578 Mixed_6e/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"529 Mixed_6e.branch7x7dbl_1.conv.weight" -> "530 Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"530 Mixed_6e/branch7x7dbl_1/conv/conv2d/0" -> "535 Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"531 Mixed_6e.branch7x7dbl_1.bn.weight" -> "535 Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"532 Mixed_6e.branch7x7dbl_1.bn.bias" -> "535 Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"533 Mixed_6e.branch7x7dbl_1.bn.running_mean" -> "535 Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"534 Mixed_6e.branch7x7dbl_1.bn.running_var" -> "535 Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"535 Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" -> "536 Mixed_6e/branch7x7dbl_1/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"536 Mixed_6e/branch7x7dbl_1/relu_/0" -> "538 Mixed_6e/branch7x7dbl_2/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"537 Mixed_6e.branch7x7dbl_2.conv.weight" -> "538 Mixed_6e/branch7x7dbl_2/conv/conv2d/0" [label="(192, 192, 7, 1)", style=solid]; -"538 Mixed_6e/branch7x7dbl_2/conv/conv2d/0" -> "543 Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"539 Mixed_6e.branch7x7dbl_2.bn.weight" -> "543 Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"540 Mixed_6e.branch7x7dbl_2.bn.bias" -> "543 Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"541 Mixed_6e.branch7x7dbl_2.bn.running_mean" -> "543 Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"542 Mixed_6e.branch7x7dbl_2.bn.running_var" -> "543 Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"543 Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" -> "544 Mixed_6e/branch7x7dbl_2/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"544 Mixed_6e/branch7x7dbl_2/relu_/0" -> "546 Mixed_6e/branch7x7dbl_3/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"545 Mixed_6e.branch7x7dbl_3.conv.weight" -> "546 Mixed_6e/branch7x7dbl_3/conv/conv2d/0" [label="(192, 192, 1, 7)", style=solid]; -"546 Mixed_6e/branch7x7dbl_3/conv/conv2d/0" -> "551 Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"547 Mixed_6e.branch7x7dbl_3.bn.weight" -> "551 Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"548 Mixed_6e.branch7x7dbl_3.bn.bias" -> "551 Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"549 Mixed_6e.branch7x7dbl_3.bn.running_mean" -> "551 Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"550 Mixed_6e.branch7x7dbl_3.bn.running_var" -> "551 Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"551 Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" -> "552 Mixed_6e/branch7x7dbl_3/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"552 Mixed_6e/branch7x7dbl_3/relu_/0" -> "554 Mixed_6e/branch7x7dbl_4/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"553 Mixed_6e.branch7x7dbl_4.conv.weight" -> "554 Mixed_6e/branch7x7dbl_4/conv/conv2d/0" [label="(192, 192, 7, 1)", style=solid]; -"554 Mixed_6e/branch7x7dbl_4/conv/conv2d/0" -> "559 Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"555 Mixed_6e.branch7x7dbl_4.bn.weight" -> "559 Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [label="(192,)", style=solid]; -"556 Mixed_6e.branch7x7dbl_4.bn.bias" -> "559 Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [label="(192,)", style=solid]; -"557 Mixed_6e.branch7x7dbl_4.bn.running_mean" -> "559 Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [label="(192,)", style=solid]; -"558 Mixed_6e.branch7x7dbl_4.bn.running_var" -> "559 Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [label="(192,)", style=solid]; -"559 Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" -> "560 Mixed_6e/branch7x7dbl_4/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"560 Mixed_6e/branch7x7dbl_4/relu_/0" -> "562 Mixed_6e/branch7x7dbl_5/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"561 Mixed_6e.branch7x7dbl_5.conv.weight" -> "562 Mixed_6e/branch7x7dbl_5/conv/conv2d/0" [label="(192, 192, 1, 7)", style=solid]; -"562 Mixed_6e/branch7x7dbl_5/conv/conv2d/0" -> "567 Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"563 Mixed_6e.branch7x7dbl_5.bn.weight" -> "567 Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"564 Mixed_6e.branch7x7dbl_5.bn.bias" -> "567 Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"565 Mixed_6e.branch7x7dbl_5.bn.running_mean" -> "567 Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"566 Mixed_6e.branch7x7dbl_5.bn.running_var" -> "567 Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [label="(192,)", style=solid]; -"567 Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" -> "568 Mixed_6e/branch7x7dbl_5/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"568 Mixed_6e/branch7x7dbl_5/relu_/0" -> "578 Mixed_6e/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"569 Mixed_6e/avg_pool2d/0" -> "571 Mixed_6e/branch_pool/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"570 Mixed_6e.branch_pool.conv.weight" -> "571 Mixed_6e/branch_pool/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"571 Mixed_6e/branch_pool/conv/conv2d/0" -> "576 Mixed_6e/branch_pool/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"572 Mixed_6e.branch_pool.bn.weight" -> "576 Mixed_6e/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"573 Mixed_6e.branch_pool.bn.bias" -> "576 Mixed_6e/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"574 Mixed_6e.branch_pool.bn.running_mean" -> "576 Mixed_6e/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"575 Mixed_6e.branch_pool.bn.running_var" -> "576 Mixed_6e/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"576 Mixed_6e/branch_pool/bn/batch_norm/0" -> "577 Mixed_6e/branch_pool/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"577 Mixed_6e/branch_pool/relu_/0" -> "578 Mixed_6e/cat/0" [label="(1, 192, 17, 17)", style=solid]; -"578 Mixed_6e/cat/0" -> "580 Mixed_7a/branch3x3_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"578 Mixed_6e/cat/0" -> "596 Mixed_7a/branch7x7x3_1/conv/conv2d/0" [label="(1, 768, 17, 17)", style=solid]; -"578 Mixed_6e/cat/0" -> "627 Mixed_7a/max_pool2d/0" [label="(1, 768, 17, 17)", style=solid]; -"579 Mixed_7a.branch3x3_1.conv.weight" -> "580 Mixed_7a/branch3x3_1/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"580 Mixed_7a/branch3x3_1/conv/conv2d/0" -> "585 Mixed_7a/branch3x3_1/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"581 Mixed_7a.branch3x3_1.bn.weight" -> "585 Mixed_7a/branch3x3_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"582 Mixed_7a.branch3x3_1.bn.bias" -> "585 Mixed_7a/branch3x3_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"583 Mixed_7a.branch3x3_1.bn.running_mean" -> "585 Mixed_7a/branch3x3_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"584 Mixed_7a.branch3x3_1.bn.running_var" -> "585 Mixed_7a/branch3x3_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"585 Mixed_7a/branch3x3_1/bn/batch_norm/0" -> "586 Mixed_7a/branch3x3_1/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"586 Mixed_7a/branch3x3_1/relu_/0" -> "588 Mixed_7a/branch3x3_2/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"587 Mixed_7a.branch3x3_2.conv.weight" -> "588 Mixed_7a/branch3x3_2/conv/conv2d/0" [label="(320, 192, 3, 3)", style=solid]; -"588 Mixed_7a/branch3x3_2/conv/conv2d/0" -> "593 Mixed_7a/branch3x3_2/bn/batch_norm/0" [label="(1, 320, 8, 8)", style=solid]; -"589 Mixed_7a.branch3x3_2.bn.weight" -> "593 Mixed_7a/branch3x3_2/bn/batch_norm/0" [label="(320,)", style=solid]; -"590 Mixed_7a.branch3x3_2.bn.bias" -> "593 Mixed_7a/branch3x3_2/bn/batch_norm/0" [label="(320,)", style=solid]; -"591 Mixed_7a.branch3x3_2.bn.running_mean" -> "593 Mixed_7a/branch3x3_2/bn/batch_norm/0" [label="(320,)", style=solid]; -"592 Mixed_7a.branch3x3_2.bn.running_var" -> "593 Mixed_7a/branch3x3_2/bn/batch_norm/0" [label="(320,)", style=solid]; -"593 Mixed_7a/branch3x3_2/bn/batch_norm/0" -> "594 Mixed_7a/branch3x3_2/relu_/0" [label="(1, 320, 8, 8)", style=solid]; -"594 Mixed_7a/branch3x3_2/relu_/0" -> "628 Mixed_7a/cat/0" [label="(1, 320, 8, 8)", style=solid]; -"595 Mixed_7a.branch7x7x3_1.conv.weight" -> "596 Mixed_7a/branch7x7x3_1/conv/conv2d/0" [label="(192, 768, 1, 1)", style=solid]; -"596 Mixed_7a/branch7x7x3_1/conv/conv2d/0" -> "601 Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"597 Mixed_7a.branch7x7x3_1.bn.weight" -> "601 Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"598 Mixed_7a.branch7x7x3_1.bn.bias" -> "601 Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"599 Mixed_7a.branch7x7x3_1.bn.running_mean" -> "601 Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"600 Mixed_7a.branch7x7x3_1.bn.running_var" -> "601 Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [label="(192,)", style=solid]; -"601 Mixed_7a/branch7x7x3_1/bn/batch_norm/0" -> "602 Mixed_7a/branch7x7x3_1/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"602 Mixed_7a/branch7x7x3_1/relu_/0" -> "604 Mixed_7a/branch7x7x3_2/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"603 Mixed_7a.branch7x7x3_2.conv.weight" -> "604 Mixed_7a/branch7x7x3_2/conv/conv2d/0" [label="(192, 192, 1, 7)", style=solid]; -"604 Mixed_7a/branch7x7x3_2/conv/conv2d/0" -> "609 Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"605 Mixed_7a.branch7x7x3_2.bn.weight" -> "609 Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"606 Mixed_7a.branch7x7x3_2.bn.bias" -> "609 Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"607 Mixed_7a.branch7x7x3_2.bn.running_mean" -> "609 Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"608 Mixed_7a.branch7x7x3_2.bn.running_var" -> "609 Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [label="(192,)", style=solid]; -"609 Mixed_7a/branch7x7x3_2/bn/batch_norm/0" -> "610 Mixed_7a/branch7x7x3_2/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"610 Mixed_7a/branch7x7x3_2/relu_/0" -> "612 Mixed_7a/branch7x7x3_3/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"611 Mixed_7a.branch7x7x3_3.conv.weight" -> "612 Mixed_7a/branch7x7x3_3/conv/conv2d/0" [label="(192, 192, 7, 1)", style=solid]; -"612 Mixed_7a/branch7x7x3_3/conv/conv2d/0" -> "617 Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [label="(1, 192, 17, 17)", style=solid]; -"613 Mixed_7a.branch7x7x3_3.bn.weight" -> "617 Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"614 Mixed_7a.branch7x7x3_3.bn.bias" -> "617 Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"615 Mixed_7a.branch7x7x3_3.bn.running_mean" -> "617 Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"616 Mixed_7a.branch7x7x3_3.bn.running_var" -> "617 Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [label="(192,)", style=solid]; -"617 Mixed_7a/branch7x7x3_3/bn/batch_norm/0" -> "618 Mixed_7a/branch7x7x3_3/relu_/0" [label="(1, 192, 17, 17)", style=solid]; -"618 Mixed_7a/branch7x7x3_3/relu_/0" -> "620 Mixed_7a/branch7x7x3_4/conv/conv2d/0" [label="(1, 192, 17, 17)", style=solid]; -"619 Mixed_7a.branch7x7x3_4.conv.weight" -> "620 Mixed_7a/branch7x7x3_4/conv/conv2d/0" [label="(192, 192, 3, 3)", style=solid]; -"620 Mixed_7a/branch7x7x3_4/conv/conv2d/0" -> "625 Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [label="(1, 192, 8, 8)", style=solid]; -"621 Mixed_7a.branch7x7x3_4.bn.weight" -> "625 Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [label="(192,)", style=solid]; -"622 Mixed_7a.branch7x7x3_4.bn.bias" -> "625 Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [label="(192,)", style=solid]; -"623 Mixed_7a.branch7x7x3_4.bn.running_mean" -> "625 Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [label="(192,)", style=solid]; -"624 Mixed_7a.branch7x7x3_4.bn.running_var" -> "625 Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [label="(192,)", style=solid]; -"625 Mixed_7a/branch7x7x3_4/bn/batch_norm/0" -> "626 Mixed_7a/branch7x7x3_4/relu_/0" [label="(1, 192, 8, 8)", style=solid]; -"626 Mixed_7a/branch7x7x3_4/relu_/0" -> "628 Mixed_7a/cat/0" [label="(1, 192, 8, 8)", style=solid]; -"627 Mixed_7a/max_pool2d/0" -> "628 Mixed_7a/cat/0" [label="(1, 768, 8, 8)", style=solid]; -"628 Mixed_7a/cat/0" -> "630 Mixed_7b/branch1x1/conv/conv2d/0" [label="(1, 1280, 8, 8)", style=solid]; -"628 Mixed_7a/cat/0" -> "638 Mixed_7b/branch3x3_1/conv/conv2d/0" [label="(1, 1280, 8, 8)", style=solid]; -"628 Mixed_7a/cat/0" -> "663 Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [label="(1, 1280, 8, 8)", style=solid]; -"628 Mixed_7a/cat/0" -> "695 Mixed_7b/avg_pool2d/0" [label="(1, 1280, 8, 8)", style=solid]; -"629 Mixed_7b.branch1x1.conv.weight" -> "630 Mixed_7b/branch1x1/conv/conv2d/0" [label="(320, 1280, 1, 1)", style=solid]; -"630 Mixed_7b/branch1x1/conv/conv2d/0" -> "635 Mixed_7b/branch1x1/bn/batch_norm/0" [label="(1, 320, 8, 8)", style=solid]; -"631 Mixed_7b.branch1x1.bn.weight" -> "635 Mixed_7b/branch1x1/bn/batch_norm/0" [label="(320,)", style=solid]; -"632 Mixed_7b.branch1x1.bn.bias" -> "635 Mixed_7b/branch1x1/bn/batch_norm/0" [label="(320,)", style=solid]; -"633 Mixed_7b.branch1x1.bn.running_mean" -> "635 Mixed_7b/branch1x1/bn/batch_norm/0" [label="(320,)", style=solid]; -"634 Mixed_7b.branch1x1.bn.running_var" -> "635 Mixed_7b/branch1x1/bn/batch_norm/0" [label="(320,)", style=solid]; -"635 Mixed_7b/branch1x1/bn/batch_norm/0" -> "636 Mixed_7b/branch1x1/relu_/0" [label="(1, 320, 8, 8)", style=solid]; -"636 Mixed_7b/branch1x1/relu_/0" -> "704 Mixed_7b/cat/2" [label="(1, 320, 8, 8)", style=solid]; -"637 Mixed_7b.branch3x3_1.conv.weight" -> "638 Mixed_7b/branch3x3_1/conv/conv2d/0" [label="(384, 1280, 1, 1)", style=solid]; -"638 Mixed_7b/branch3x3_1/conv/conv2d/0" -> "643 Mixed_7b/branch3x3_1/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"639 Mixed_7b.branch3x3_1.bn.weight" -> "643 Mixed_7b/branch3x3_1/bn/batch_norm/0" [label="(384,)", style=solid]; -"640 Mixed_7b.branch3x3_1.bn.bias" -> "643 Mixed_7b/branch3x3_1/bn/batch_norm/0" [label="(384,)", style=solid]; -"641 Mixed_7b.branch3x3_1.bn.running_mean" -> "643 Mixed_7b/branch3x3_1/bn/batch_norm/0" [label="(384,)", style=solid]; -"642 Mixed_7b.branch3x3_1.bn.running_var" -> "643 Mixed_7b/branch3x3_1/bn/batch_norm/0" [label="(384,)", style=solid]; -"643 Mixed_7b/branch3x3_1/bn/batch_norm/0" -> "644 Mixed_7b/branch3x3_1/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"644 Mixed_7b/branch3x3_1/relu_/0" -> "646 Mixed_7b/branch3x3_2a/conv/conv2d/0" [label="(1, 384, 8, 8)", style=solid]; -"644 Mixed_7b/branch3x3_1/relu_/0" -> "654 Mixed_7b/branch3x3_2b/conv/conv2d/0" [label="(1, 384, 8, 8)", style=solid]; -"645 Mixed_7b.branch3x3_2a.conv.weight" -> "646 Mixed_7b/branch3x3_2a/conv/conv2d/0" [label="(384, 384, 1, 3)", style=solid]; -"646 Mixed_7b/branch3x3_2a/conv/conv2d/0" -> "651 Mixed_7b/branch3x3_2a/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"647 Mixed_7b.branch3x3_2a.bn.weight" -> "651 Mixed_7b/branch3x3_2a/bn/batch_norm/0" [label="(384,)", style=solid]; -"648 Mixed_7b.branch3x3_2a.bn.bias" -> "651 Mixed_7b/branch3x3_2a/bn/batch_norm/0" [label="(384,)", style=solid]; -"649 Mixed_7b.branch3x3_2a.bn.running_mean" -> "651 Mixed_7b/branch3x3_2a/bn/batch_norm/0" [label="(384,)", style=solid]; -"650 Mixed_7b.branch3x3_2a.bn.running_var" -> "651 Mixed_7b/branch3x3_2a/bn/batch_norm/0" [label="(384,)", style=solid]; -"651 Mixed_7b/branch3x3_2a/bn/batch_norm/0" -> "652 Mixed_7b/branch3x3_2a/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"652 Mixed_7b/branch3x3_2a/relu_/0" -> "661 Mixed_7b/cat/0" [label="(1, 384, 8, 8)", style=solid]; -"653 Mixed_7b.branch3x3_2b.conv.weight" -> "654 Mixed_7b/branch3x3_2b/conv/conv2d/0" [label="(384, 384, 3, 1)", style=solid]; -"654 Mixed_7b/branch3x3_2b/conv/conv2d/0" -> "659 Mixed_7b/branch3x3_2b/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"655 Mixed_7b.branch3x3_2b.bn.weight" -> "659 Mixed_7b/branch3x3_2b/bn/batch_norm/0" [label="(384,)", style=solid]; -"656 Mixed_7b.branch3x3_2b.bn.bias" -> "659 Mixed_7b/branch3x3_2b/bn/batch_norm/0" [label="(384,)", style=solid]; -"657 Mixed_7b.branch3x3_2b.bn.running_mean" -> "659 Mixed_7b/branch3x3_2b/bn/batch_norm/0" [label="(384,)", style=solid]; -"658 Mixed_7b.branch3x3_2b.bn.running_var" -> "659 Mixed_7b/branch3x3_2b/bn/batch_norm/0" [label="(384,)", style=solid]; -"659 Mixed_7b/branch3x3_2b/bn/batch_norm/0" -> "660 Mixed_7b/branch3x3_2b/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"660 Mixed_7b/branch3x3_2b/relu_/0" -> "661 Mixed_7b/cat/0" [label="(1, 384, 8, 8)", style=solid]; -"661 Mixed_7b/cat/0" -> "704 Mixed_7b/cat/2" [label="(1, 768, 8, 8)", style=solid]; -"662 Mixed_7b.branch3x3dbl_1.conv.weight" -> "663 Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [label="(448, 1280, 1, 1)", style=solid]; -"663 Mixed_7b/branch3x3dbl_1/conv/conv2d/0" -> "668 Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [label="(1, 448, 8, 8)", style=solid]; -"664 Mixed_7b.branch3x3dbl_1.bn.weight" -> "668 Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [label="(448,)", style=solid]; -"665 Mixed_7b.branch3x3dbl_1.bn.bias" -> "668 Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [label="(448,)", style=solid]; -"666 Mixed_7b.branch3x3dbl_1.bn.running_mean" -> "668 Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [label="(448,)", style=solid]; -"667 Mixed_7b.branch3x3dbl_1.bn.running_var" -> "668 Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [label="(448,)", style=solid]; -"668 Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" -> "669 Mixed_7b/branch3x3dbl_1/relu_/0" [label="(1, 448, 8, 8)", style=solid]; -"669 Mixed_7b/branch3x3dbl_1/relu_/0" -> "671 Mixed_7b/branch3x3dbl_2/conv/conv2d/0" [label="(1, 448, 8, 8)", style=solid]; -"670 Mixed_7b.branch3x3dbl_2.conv.weight" -> "671 Mixed_7b/branch3x3dbl_2/conv/conv2d/0" [label="(384, 448, 3, 3)", style=solid]; -"671 Mixed_7b/branch3x3dbl_2/conv/conv2d/0" -> "676 Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"672 Mixed_7b.branch3x3dbl_2.bn.weight" -> "676 Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [label="(384,)", style=solid]; -"673 Mixed_7b.branch3x3dbl_2.bn.bias" -> "676 Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [label="(384,)", style=solid]; -"674 Mixed_7b.branch3x3dbl_2.bn.running_mean" -> "676 Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [label="(384,)", style=solid]; -"675 Mixed_7b.branch3x3dbl_2.bn.running_var" -> "676 Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [label="(384,)", style=solid]; -"676 Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" -> "677 Mixed_7b/branch3x3dbl_2/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"677 Mixed_7b/branch3x3dbl_2/relu_/0" -> "679 Mixed_7b/branch3x3dbl_3a/conv/conv2d/0" [label="(1, 384, 8, 8)", style=solid]; -"677 Mixed_7b/branch3x3dbl_2/relu_/0" -> "687 Mixed_7b/branch3x3dbl_3b/conv/conv2d/0" [label="(1, 384, 8, 8)", style=solid]; -"678 Mixed_7b.branch3x3dbl_3a.conv.weight" -> "679 Mixed_7b/branch3x3dbl_3a/conv/conv2d/0" [label="(384, 384, 1, 3)", style=solid]; -"679 Mixed_7b/branch3x3dbl_3a/conv/conv2d/0" -> "684 Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"680 Mixed_7b.branch3x3dbl_3a.bn.weight" -> "684 Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [label="(384,)", style=solid]; -"681 Mixed_7b.branch3x3dbl_3a.bn.bias" -> "684 Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [label="(384,)", style=solid]; -"682 Mixed_7b.branch3x3dbl_3a.bn.running_mean" -> "684 Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [label="(384,)", style=solid]; -"683 Mixed_7b.branch3x3dbl_3a.bn.running_var" -> "684 Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [label="(384,)", style=solid]; -"684 Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" -> "685 Mixed_7b/branch3x3dbl_3a/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"685 Mixed_7b/branch3x3dbl_3a/relu_/0" -> "694 Mixed_7b/cat/1" [label="(1, 384, 8, 8)", style=solid]; -"686 Mixed_7b.branch3x3dbl_3b.conv.weight" -> "687 Mixed_7b/branch3x3dbl_3b/conv/conv2d/0" [label="(384, 384, 3, 1)", style=solid]; -"687 Mixed_7b/branch3x3dbl_3b/conv/conv2d/0" -> "692 Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"688 Mixed_7b.branch3x3dbl_3b.bn.weight" -> "692 Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [label="(384,)", style=solid]; -"689 Mixed_7b.branch3x3dbl_3b.bn.bias" -> "692 Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [label="(384,)", style=solid]; -"690 Mixed_7b.branch3x3dbl_3b.bn.running_mean" -> "692 Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [label="(384,)", style=solid]; -"691 Mixed_7b.branch3x3dbl_3b.bn.running_var" -> "692 Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [label="(384,)", style=solid]; -"692 Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" -> "693 Mixed_7b/branch3x3dbl_3b/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"693 Mixed_7b/branch3x3dbl_3b/relu_/0" -> "694 Mixed_7b/cat/1" [label="(1, 384, 8, 8)", style=solid]; -"694 Mixed_7b/cat/1" -> "704 Mixed_7b/cat/2" [label="(1, 768, 8, 8)", style=solid]; -"695 Mixed_7b/avg_pool2d/0" -> "697 Mixed_7b/branch_pool/conv/conv2d/0" [label="(1, 1280, 8, 8)", style=solid]; -"696 Mixed_7b.branch_pool.conv.weight" -> "697 Mixed_7b/branch_pool/conv/conv2d/0" [label="(192, 1280, 1, 1)", style=solid]; -"697 Mixed_7b/branch_pool/conv/conv2d/0" -> "702 Mixed_7b/branch_pool/bn/batch_norm/0" [label="(1, 192, 8, 8)", style=solid]; -"698 Mixed_7b.branch_pool.bn.weight" -> "702 Mixed_7b/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"699 Mixed_7b.branch_pool.bn.bias" -> "702 Mixed_7b/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"700 Mixed_7b.branch_pool.bn.running_mean" -> "702 Mixed_7b/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"701 Mixed_7b.branch_pool.bn.running_var" -> "702 Mixed_7b/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"702 Mixed_7b/branch_pool/bn/batch_norm/0" -> "703 Mixed_7b/branch_pool/relu_/0" [label="(1, 192, 8, 8)", style=solid]; -"703 Mixed_7b/branch_pool/relu_/0" -> "704 Mixed_7b/cat/2" [label="(1, 192, 8, 8)", style=solid]; -"704 Mixed_7b/cat/2" -> "706 Mixed_7c/branch1x1/conv/conv2d/0" [label="(1, 2048, 8, 8)", style=solid]; -"704 Mixed_7b/cat/2" -> "714 Mixed_7c/branch3x3_1/conv/conv2d/0" [label="(1, 2048, 8, 8)", style=solid]; -"704 Mixed_7b/cat/2" -> "739 Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [label="(1, 2048, 8, 8)", style=solid]; -"704 Mixed_7b/cat/2" -> "771 Mixed_7c/avg_pool2d/0" [label="(1, 2048, 8, 8)", style=solid]; -"705 Mixed_7c.branch1x1.conv.weight" -> "706 Mixed_7c/branch1x1/conv/conv2d/0" [label="(320, 2048, 1, 1)", style=solid]; -"706 Mixed_7c/branch1x1/conv/conv2d/0" -> "711 Mixed_7c/branch1x1/bn/batch_norm/0" [label="(1, 320, 8, 8)", style=solid]; -"707 Mixed_7c.branch1x1.bn.weight" -> "711 Mixed_7c/branch1x1/bn/batch_norm/0" [label="(320,)", style=solid]; -"708 Mixed_7c.branch1x1.bn.bias" -> "711 Mixed_7c/branch1x1/bn/batch_norm/0" [label="(320,)", style=solid]; -"709 Mixed_7c.branch1x1.bn.running_mean" -> "711 Mixed_7c/branch1x1/bn/batch_norm/0" [label="(320,)", style=solid]; -"710 Mixed_7c.branch1x1.bn.running_var" -> "711 Mixed_7c/branch1x1/bn/batch_norm/0" [label="(320,)", style=solid]; -"711 Mixed_7c/branch1x1/bn/batch_norm/0" -> "712 Mixed_7c/branch1x1/relu_/0" [label="(1, 320, 8, 8)", style=solid]; -"712 Mixed_7c/branch1x1/relu_/0" -> "780 Mixed_7c/cat/2" [label="(1, 320, 8, 8)", style=solid]; -"713 Mixed_7c.branch3x3_1.conv.weight" -> "714 Mixed_7c/branch3x3_1/conv/conv2d/0" [label="(384, 2048, 1, 1)", style=solid]; -"714 Mixed_7c/branch3x3_1/conv/conv2d/0" -> "719 Mixed_7c/branch3x3_1/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"715 Mixed_7c.branch3x3_1.bn.weight" -> "719 Mixed_7c/branch3x3_1/bn/batch_norm/0" [label="(384,)", style=solid]; -"716 Mixed_7c.branch3x3_1.bn.bias" -> "719 Mixed_7c/branch3x3_1/bn/batch_norm/0" [label="(384,)", style=solid]; -"717 Mixed_7c.branch3x3_1.bn.running_mean" -> "719 Mixed_7c/branch3x3_1/bn/batch_norm/0" [label="(384,)", style=solid]; -"718 Mixed_7c.branch3x3_1.bn.running_var" -> "719 Mixed_7c/branch3x3_1/bn/batch_norm/0" [label="(384,)", style=solid]; -"719 Mixed_7c/branch3x3_1/bn/batch_norm/0" -> "720 Mixed_7c/branch3x3_1/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"720 Mixed_7c/branch3x3_1/relu_/0" -> "722 Mixed_7c/branch3x3_2a/conv/conv2d/0" [label="(1, 384, 8, 8)", style=solid]; -"720 Mixed_7c/branch3x3_1/relu_/0" -> "730 Mixed_7c/branch3x3_2b/conv/conv2d/0" [label="(1, 384, 8, 8)", style=solid]; -"721 Mixed_7c.branch3x3_2a.conv.weight" -> "722 Mixed_7c/branch3x3_2a/conv/conv2d/0" [label="(384, 384, 1, 3)", style=solid]; -"722 Mixed_7c/branch3x3_2a/conv/conv2d/0" -> "727 Mixed_7c/branch3x3_2a/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"723 Mixed_7c.branch3x3_2a.bn.weight" -> "727 Mixed_7c/branch3x3_2a/bn/batch_norm/0" [label="(384,)", style=solid]; -"724 Mixed_7c.branch3x3_2a.bn.bias" -> "727 Mixed_7c/branch3x3_2a/bn/batch_norm/0" [label="(384,)", style=solid]; -"725 Mixed_7c.branch3x3_2a.bn.running_mean" -> "727 Mixed_7c/branch3x3_2a/bn/batch_norm/0" [label="(384,)", style=solid]; -"726 Mixed_7c.branch3x3_2a.bn.running_var" -> "727 Mixed_7c/branch3x3_2a/bn/batch_norm/0" [label="(384,)", style=solid]; -"727 Mixed_7c/branch3x3_2a/bn/batch_norm/0" -> "728 Mixed_7c/branch3x3_2a/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"728 Mixed_7c/branch3x3_2a/relu_/0" -> "737 Mixed_7c/cat/0" [label="(1, 384, 8, 8)", style=solid]; -"729 Mixed_7c.branch3x3_2b.conv.weight" -> "730 Mixed_7c/branch3x3_2b/conv/conv2d/0" [label="(384, 384, 3, 1)", style=solid]; -"730 Mixed_7c/branch3x3_2b/conv/conv2d/0" -> "735 Mixed_7c/branch3x3_2b/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"731 Mixed_7c.branch3x3_2b.bn.weight" -> "735 Mixed_7c/branch3x3_2b/bn/batch_norm/0" [label="(384,)", style=solid]; -"732 Mixed_7c.branch3x3_2b.bn.bias" -> "735 Mixed_7c/branch3x3_2b/bn/batch_norm/0" [label="(384,)", style=solid]; -"733 Mixed_7c.branch3x3_2b.bn.running_mean" -> "735 Mixed_7c/branch3x3_2b/bn/batch_norm/0" [label="(384,)", style=solid]; -"734 Mixed_7c.branch3x3_2b.bn.running_var" -> "735 Mixed_7c/branch3x3_2b/bn/batch_norm/0" [label="(384,)", style=solid]; -"735 Mixed_7c/branch3x3_2b/bn/batch_norm/0" -> "736 Mixed_7c/branch3x3_2b/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"736 Mixed_7c/branch3x3_2b/relu_/0" -> "737 Mixed_7c/cat/0" [label="(1, 384, 8, 8)", style=solid]; -"737 Mixed_7c/cat/0" -> "780 Mixed_7c/cat/2" [label="(1, 768, 8, 8)", style=solid]; -"738 Mixed_7c.branch3x3dbl_1.conv.weight" -> "739 Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [label="(448, 2048, 1, 1)", style=solid]; -"739 Mixed_7c/branch3x3dbl_1/conv/conv2d/0" -> "744 Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [label="(1, 448, 8, 8)", style=solid]; -"740 Mixed_7c.branch3x3dbl_1.bn.weight" -> "744 Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [label="(448,)", style=solid]; -"741 Mixed_7c.branch3x3dbl_1.bn.bias" -> "744 Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [label="(448,)", style=solid]; -"742 Mixed_7c.branch3x3dbl_1.bn.running_mean" -> "744 Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [label="(448,)", style=solid]; -"743 Mixed_7c.branch3x3dbl_1.bn.running_var" -> "744 Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [label="(448,)", style=solid]; -"744 Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" -> "745 Mixed_7c/branch3x3dbl_1/relu_/0" [label="(1, 448, 8, 8)", style=solid]; -"745 Mixed_7c/branch3x3dbl_1/relu_/0" -> "747 Mixed_7c/branch3x3dbl_2/conv/conv2d/0" [label="(1, 448, 8, 8)", style=solid]; -"746 Mixed_7c.branch3x3dbl_2.conv.weight" -> "747 Mixed_7c/branch3x3dbl_2/conv/conv2d/0" [label="(384, 448, 3, 3)", style=solid]; -"747 Mixed_7c/branch3x3dbl_2/conv/conv2d/0" -> "752 Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"748 Mixed_7c.branch3x3dbl_2.bn.weight" -> "752 Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [label="(384,)", style=solid]; -"749 Mixed_7c.branch3x3dbl_2.bn.bias" -> "752 Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [label="(384,)", style=solid]; -"750 Mixed_7c.branch3x3dbl_2.bn.running_mean" -> "752 Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [label="(384,)", style=solid]; -"751 Mixed_7c.branch3x3dbl_2.bn.running_var" -> "752 Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [label="(384,)", style=solid]; -"752 Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" -> "753 Mixed_7c/branch3x3dbl_2/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"753 Mixed_7c/branch3x3dbl_2/relu_/0" -> "755 Mixed_7c/branch3x3dbl_3a/conv/conv2d/0" [label="(1, 384, 8, 8)", style=solid]; -"753 Mixed_7c/branch3x3dbl_2/relu_/0" -> "763 Mixed_7c/branch3x3dbl_3b/conv/conv2d/0" [label="(1, 384, 8, 8)", style=solid]; -"754 Mixed_7c.branch3x3dbl_3a.conv.weight" -> "755 Mixed_7c/branch3x3dbl_3a/conv/conv2d/0" [label="(384, 384, 1, 3)", style=solid]; -"755 Mixed_7c/branch3x3dbl_3a/conv/conv2d/0" -> "760 Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"756 Mixed_7c.branch3x3dbl_3a.bn.weight" -> "760 Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [label="(384,)", style=solid]; -"757 Mixed_7c.branch3x3dbl_3a.bn.bias" -> "760 Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [label="(384,)", style=solid]; -"758 Mixed_7c.branch3x3dbl_3a.bn.running_mean" -> "760 Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [label="(384,)", style=solid]; -"759 Mixed_7c.branch3x3dbl_3a.bn.running_var" -> "760 Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [label="(384,)", style=solid]; -"760 Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" -> "761 Mixed_7c/branch3x3dbl_3a/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"761 Mixed_7c/branch3x3dbl_3a/relu_/0" -> "770 Mixed_7c/cat/1" [label="(1, 384, 8, 8)", style=solid]; -"762 Mixed_7c.branch3x3dbl_3b.conv.weight" -> "763 Mixed_7c/branch3x3dbl_3b/conv/conv2d/0" [label="(384, 384, 3, 1)", style=solid]; -"763 Mixed_7c/branch3x3dbl_3b/conv/conv2d/0" -> "768 Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [label="(1, 384, 8, 8)", style=solid]; -"764 Mixed_7c.branch3x3dbl_3b.bn.weight" -> "768 Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [label="(384,)", style=solid]; -"765 Mixed_7c.branch3x3dbl_3b.bn.bias" -> "768 Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [label="(384,)", style=solid]; -"766 Mixed_7c.branch3x3dbl_3b.bn.running_mean" -> "768 Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [label="(384,)", style=solid]; -"767 Mixed_7c.branch3x3dbl_3b.bn.running_var" -> "768 Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [label="(384,)", style=solid]; -"768 Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" -> "769 Mixed_7c/branch3x3dbl_3b/relu_/0" [label="(1, 384, 8, 8)", style=solid]; -"769 Mixed_7c/branch3x3dbl_3b/relu_/0" -> "770 Mixed_7c/cat/1" [label="(1, 384, 8, 8)", style=solid]; -"770 Mixed_7c/cat/1" -> "780 Mixed_7c/cat/2" [label="(1, 768, 8, 8)", style=solid]; -"771 Mixed_7c/avg_pool2d/0" -> "773 Mixed_7c/branch_pool/conv/conv2d/0" [label="(1, 2048, 8, 8)", style=solid]; -"772 Mixed_7c.branch_pool.conv.weight" -> "773 Mixed_7c/branch_pool/conv/conv2d/0" [label="(192, 2048, 1, 1)", style=solid]; -"773 Mixed_7c/branch_pool/conv/conv2d/0" -> "778 Mixed_7c/branch_pool/bn/batch_norm/0" [label="(1, 192, 8, 8)", style=solid]; -"774 Mixed_7c.branch_pool.bn.weight" -> "778 Mixed_7c/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"775 Mixed_7c.branch_pool.bn.bias" -> "778 Mixed_7c/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"776 Mixed_7c.branch_pool.bn.running_mean" -> "778 Mixed_7c/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"777 Mixed_7c.branch_pool.bn.running_var" -> "778 Mixed_7c/branch_pool/bn/batch_norm/0" [label="(192,)", style=solid]; -"778 Mixed_7c/branch_pool/bn/batch_norm/0" -> "779 Mixed_7c/branch_pool/relu_/0" [label="(1, 192, 8, 8)", style=solid]; -"779 Mixed_7c/branch_pool/relu_/0" -> "780 Mixed_7c/cat/2" [label="(1, 192, 8, 8)", style=solid]; -"780 Mixed_7c/cat/2" -> "781 avgpool/adaptive_avg_pool2d/0" [label="(1, 2048, 8, 8)", style=solid]; -"781 avgpool/adaptive_avg_pool2d/0" -> "782 dropout/dropout/0" [label="(1, 2048, 1, 1)", style=solid]; -"782 dropout/dropout/0" -> "783 /flatten/0" [label="(1, 2048, 1, 1)", style=solid]; -"783 /flatten/0" -> "786 fc/linear/0" [label="(1, 2048)", style=solid]; -"784 fc.weight" -> "786 fc/linear/0" [label="(1000, 2048)", style=solid]; -"785 fc.bias" -> "786 fc/linear/0" [label="(1000,)", style=solid]; -"786 fc/linear/0" -> "787 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"Conv2d_1a_3x3.conv.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_1a_3x3/conv/conv2d/0" [id=2, metatype=PTConv2dMetatype, type=conv2d]; +"Conv2d_1a_3x3.bn.weight" [id=3, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_1a_3x3.bn.bias" [id=4, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_1a_3x3.bn.running_mean" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_1a_3x3.bn.running_var" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_1a_3x3/bn/batch_norm/0" [id=7, metatype=PTBatchNormMetatype, type=batch_norm]; +"Conv2d_1a_3x3/relu_/0" [id=8, metatype=PTRELUMetatype, type=relu_]; +"Conv2d_2a_3x3.conv.weight" [id=9, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2a_3x3/conv/conv2d/0" [id=10, metatype=PTConv2dMetatype, type=conv2d]; +"Conv2d_2a_3x3.bn.weight" [id=11, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2a_3x3.bn.bias" [id=12, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2a_3x3.bn.running_mean" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2a_3x3.bn.running_var" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2a_3x3/bn/batch_norm/0" [id=15, metatype=PTBatchNormMetatype, type=batch_norm]; +"Conv2d_2a_3x3/relu_/0" [id=16, metatype=PTRELUMetatype, type=relu_]; +"Conv2d_2b_3x3.conv.weight" [id=17, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2b_3x3/conv/conv2d/0" [id=18, metatype=PTConv2dMetatype, type=conv2d]; +"Conv2d_2b_3x3.bn.weight" [id=19, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2b_3x3.bn.bias" [id=20, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2b_3x3.bn.running_mean" [id=21, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2b_3x3.bn.running_var" [id=22, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_2b_3x3/bn/batch_norm/0" [id=23, metatype=PTBatchNormMetatype, type=batch_norm]; +"Conv2d_2b_3x3/relu_/0" [id=24, metatype=PTRELUMetatype, type=relu_]; +"maxpool1/max_pool2d/0" [id=25, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"Conv2d_3b_1x1.conv.weight" [id=26, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_3b_1x1/conv/conv2d/0" [id=27, metatype=PTConv2dMetatype, type=conv2d]; +"Conv2d_3b_1x1.bn.weight" [id=28, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_3b_1x1.bn.bias" [id=29, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_3b_1x1.bn.running_mean" [id=30, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_3b_1x1.bn.running_var" [id=31, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_3b_1x1/bn/batch_norm/0" [id=32, metatype=PTBatchNormMetatype, type=batch_norm]; +"Conv2d_3b_1x1/relu_/0" [id=33, metatype=PTRELUMetatype, type=relu_]; +"Conv2d_4a_3x3.conv.weight" [id=34, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_4a_3x3/conv/conv2d/0" [id=35, metatype=PTConv2dMetatype, type=conv2d]; +"Conv2d_4a_3x3.bn.weight" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_4a_3x3.bn.bias" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_4a_3x3.bn.running_mean" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_4a_3x3.bn.running_var" [id=39, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Conv2d_4a_3x3/bn/batch_norm/0" [id=40, metatype=PTBatchNormMetatype, type=batch_norm]; +"Conv2d_4a_3x3/relu_/0" [id=41, metatype=PTRELUMetatype, type=relu_]; +"maxpool2/max_pool2d/0" [id=42, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"Mixed_5b.branch1x1.conv.weight" [id=43, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch1x1/conv/conv2d/0" [id=44, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5b.branch1x1.bn.weight" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch1x1.bn.bias" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch1x1.bn.running_mean" [id=47, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch1x1.bn.running_var" [id=48, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch1x1/bn/batch_norm/0" [id=49, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5b/branch1x1/relu_/0" [id=50, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5b.branch5x5_1.conv.weight" [id=51, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch5x5_1/conv/conv2d/0" [id=52, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5b.branch5x5_1.bn.weight" [id=53, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch5x5_1.bn.bias" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch5x5_1.bn.running_mean" [id=55, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch5x5_1.bn.running_var" [id=56, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch5x5_1/bn/batch_norm/0" [id=57, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5b/branch5x5_1/relu_/0" [id=58, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5b.branch5x5_2.conv.weight" [id=59, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch5x5_2/conv/conv2d/0" [id=60, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5b.branch5x5_2.bn.weight" [id=61, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch5x5_2.bn.bias" [id=62, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch5x5_2.bn.running_mean" [id=63, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch5x5_2.bn.running_var" [id=64, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch5x5_2/bn/batch_norm/0" [id=65, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5b/branch5x5_2/relu_/0" [id=66, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5b.branch3x3dbl_1.conv.weight" [id=67, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch3x3dbl_1/conv/conv2d/0" [id=68, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5b.branch3x3dbl_1.bn.weight" [id=69, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch3x3dbl_1.bn.bias" [id=70, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch3x3dbl_1.bn.running_mean" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch3x3dbl_1.bn.running_var" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [id=73, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5b/branch3x3dbl_1/relu_/0" [id=74, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5b.branch3x3dbl_2.conv.weight" [id=75, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch3x3dbl_2/conv/conv2d/0" [id=76, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5b.branch3x3dbl_2.bn.weight" [id=77, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch3x3dbl_2.bn.bias" [id=78, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch3x3dbl_2.bn.running_mean" [id=79, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch3x3dbl_2.bn.running_var" [id=80, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [id=81, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5b/branch3x3dbl_2/relu_/0" [id=82, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5b.branch3x3dbl_3.conv.weight" [id=83, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch3x3dbl_3/conv/conv2d/0" [id=84, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5b.branch3x3dbl_3.bn.weight" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch3x3dbl_3.bn.bias" [id=86, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch3x3dbl_3.bn.running_mean" [id=87, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch3x3dbl_3.bn.running_var" [id=88, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [id=89, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5b/branch3x3dbl_3/relu_/0" [id=90, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5b/avg_pool2d/0" [id=91, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"Mixed_5b.branch_pool.conv.weight" [id=92, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch_pool/conv/conv2d/0" [id=93, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5b.branch_pool.bn.weight" [id=94, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch_pool.bn.bias" [id=95, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch_pool.bn.running_mean" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b.branch_pool.bn.running_var" [id=97, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch_pool/bn/batch_norm/0" [id=98, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5b/branch_pool/relu_/0" [id=99, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5b/cat/0" [id=100, metatype=PTCatMetatype, type=cat]; +"Mixed_5c.branch1x1.conv.weight" [id=101, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch1x1/conv/conv2d/0" [id=102, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5c.branch1x1.bn.weight" [id=103, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch1x1.bn.bias" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch1x1.bn.running_mean" [id=105, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch1x1.bn.running_var" [id=106, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch1x1/bn/batch_norm/0" [id=107, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5c/branch1x1/relu_/0" [id=108, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5c.branch5x5_1.conv.weight" [id=109, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch5x5_1/conv/conv2d/0" [id=110, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5c.branch5x5_1.bn.weight" [id=111, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch5x5_1.bn.bias" [id=112, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch5x5_1.bn.running_mean" [id=113, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch5x5_1.bn.running_var" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch5x5_1/bn/batch_norm/0" [id=115, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5c/branch5x5_1/relu_/0" [id=116, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5c.branch5x5_2.conv.weight" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch5x5_2/conv/conv2d/0" [id=118, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5c.branch5x5_2.bn.weight" [id=119, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch5x5_2.bn.bias" [id=120, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch5x5_2.bn.running_mean" [id=121, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch5x5_2.bn.running_var" [id=122, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch5x5_2/bn/batch_norm/0" [id=123, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5c/branch5x5_2/relu_/0" [id=124, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5c.branch3x3dbl_1.conv.weight" [id=125, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [id=126, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5c.branch3x3dbl_1.bn.weight" [id=127, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch3x3dbl_1.bn.bias" [id=128, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch3x3dbl_1.bn.running_mean" [id=129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch3x3dbl_1.bn.running_var" [id=130, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [id=131, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5c/branch3x3dbl_1/relu_/0" [id=132, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5c.branch3x3dbl_2.conv.weight" [id=133, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch3x3dbl_2/conv/conv2d/0" [id=134, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5c.branch3x3dbl_2.bn.weight" [id=135, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch3x3dbl_2.bn.bias" [id=136, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch3x3dbl_2.bn.running_mean" [id=137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch3x3dbl_2.bn.running_var" [id=138, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [id=139, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5c/branch3x3dbl_2/relu_/0" [id=140, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5c.branch3x3dbl_3.conv.weight" [id=141, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch3x3dbl_3/conv/conv2d/0" [id=142, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5c.branch3x3dbl_3.bn.weight" [id=143, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch3x3dbl_3.bn.bias" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch3x3dbl_3.bn.running_mean" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch3x3dbl_3.bn.running_var" [id=146, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [id=147, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5c/branch3x3dbl_3/relu_/0" [id=148, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5c/avg_pool2d/0" [id=149, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"Mixed_5c.branch_pool.conv.weight" [id=150, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch_pool/conv/conv2d/0" [id=151, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5c.branch_pool.bn.weight" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch_pool.bn.bias" [id=153, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch_pool.bn.running_mean" [id=154, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c.branch_pool.bn.running_var" [id=155, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5c/branch_pool/bn/batch_norm/0" [id=156, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5c/branch_pool/relu_/0" [id=157, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5c/cat/0" [id=158, metatype=PTCatMetatype, type=cat]; +"Mixed_5d.branch1x1.conv.weight" [id=159, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch1x1/conv/conv2d/0" [id=160, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5d.branch1x1.bn.weight" [id=161, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch1x1.bn.bias" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch1x1.bn.running_mean" [id=163, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch1x1.bn.running_var" [id=164, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch1x1/bn/batch_norm/0" [id=165, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5d/branch1x1/relu_/0" [id=166, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5d.branch5x5_1.conv.weight" [id=167, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch5x5_1/conv/conv2d/0" [id=168, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5d.branch5x5_1.bn.weight" [id=169, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch5x5_1.bn.bias" [id=170, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch5x5_1.bn.running_mean" [id=171, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch5x5_1.bn.running_var" [id=172, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch5x5_1/bn/batch_norm/0" [id=173, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5d/branch5x5_1/relu_/0" [id=174, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5d.branch5x5_2.conv.weight" [id=175, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch5x5_2/conv/conv2d/0" [id=176, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5d.branch5x5_2.bn.weight" [id=177, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch5x5_2.bn.bias" [id=178, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch5x5_2.bn.running_mean" [id=179, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch5x5_2.bn.running_var" [id=180, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch5x5_2/bn/batch_norm/0" [id=181, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5d/branch5x5_2/relu_/0" [id=182, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5d.branch3x3dbl_1.conv.weight" [id=183, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [id=184, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5d.branch3x3dbl_1.bn.weight" [id=185, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch3x3dbl_1.bn.bias" [id=186, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch3x3dbl_1.bn.running_mean" [id=187, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch3x3dbl_1.bn.running_var" [id=188, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [id=189, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5d/branch3x3dbl_1/relu_/0" [id=190, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5d.branch3x3dbl_2.conv.weight" [id=191, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch3x3dbl_2/conv/conv2d/0" [id=192, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5d.branch3x3dbl_2.bn.weight" [id=193, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch3x3dbl_2.bn.bias" [id=194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch3x3dbl_2.bn.running_mean" [id=195, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch3x3dbl_2.bn.running_var" [id=196, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [id=197, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5d/branch3x3dbl_2/relu_/0" [id=198, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5d.branch3x3dbl_3.conv.weight" [id=199, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch3x3dbl_3/conv/conv2d/0" [id=200, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5d.branch3x3dbl_3.bn.weight" [id=201, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch3x3dbl_3.bn.bias" [id=202, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch3x3dbl_3.bn.running_mean" [id=203, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch3x3dbl_3.bn.running_var" [id=204, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [id=205, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5d/branch3x3dbl_3/relu_/0" [id=206, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5d/avg_pool2d/0" [id=207, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"Mixed_5d.branch_pool.conv.weight" [id=208, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch_pool/conv/conv2d/0" [id=209, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_5d.branch_pool.bn.weight" [id=210, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch_pool.bn.bias" [id=211, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch_pool.bn.running_mean" [id=212, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d.branch_pool.bn.running_var" [id=213, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5d/branch_pool/bn/batch_norm/0" [id=214, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_5d/branch_pool/relu_/0" [id=215, metatype=PTRELUMetatype, type=relu_]; +"Mixed_5d/cat/0" [id=216, metatype=PTCatMetatype, type=cat]; +"Mixed_6a.branch3x3.conv.weight" [id=217, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a/branch3x3/conv/conv2d/0" [id=218, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6a.branch3x3.bn.weight" [id=219, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3.bn.bias" [id=220, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3.bn.running_mean" [id=221, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3.bn.running_var" [id=222, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a/branch3x3/bn/batch_norm/0" [id=223, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6a/branch3x3/relu_/0" [id=224, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6a.branch3x3dbl_1.conv.weight" [id=225, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a/branch3x3dbl_1/conv/conv2d/0" [id=226, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6a.branch3x3dbl_1.bn.weight" [id=227, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3dbl_1.bn.bias" [id=228, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3dbl_1.bn.running_mean" [id=229, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3dbl_1.bn.running_var" [id=230, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [id=231, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6a/branch3x3dbl_1/relu_/0" [id=232, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6a.branch3x3dbl_2.conv.weight" [id=233, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a/branch3x3dbl_2/conv/conv2d/0" [id=234, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6a.branch3x3dbl_2.bn.weight" [id=235, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3dbl_2.bn.bias" [id=236, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3dbl_2.bn.running_mean" [id=237, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3dbl_2.bn.running_var" [id=238, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [id=239, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6a/branch3x3dbl_2/relu_/0" [id=240, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6a.branch3x3dbl_3.conv.weight" [id=241, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a/branch3x3dbl_3/conv/conv2d/0" [id=242, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6a.branch3x3dbl_3.bn.weight" [id=243, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3dbl_3.bn.bias" [id=244, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3dbl_3.bn.running_mean" [id=245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a.branch3x3dbl_3.bn.running_var" [id=246, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [id=247, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6a/branch3x3dbl_3/relu_/0" [id=248, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6a/max_pool2d/0" [id=249, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"Mixed_6a/cat/0" [id=250, metatype=PTCatMetatype, type=cat]; +"Mixed_6b.branch1x1.conv.weight" [id=251, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch1x1/conv/conv2d/0" [id=252, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch1x1.bn.weight" [id=253, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch1x1.bn.bias" [id=254, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch1x1.bn.running_mean" [id=255, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch1x1.bn.running_var" [id=256, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch1x1/bn/batch_norm/0" [id=257, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch1x1/relu_/0" [id=258, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b.branch7x7_1.conv.weight" [id=259, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7_1/conv/conv2d/0" [id=260, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch7x7_1.bn.weight" [id=261, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7_1.bn.bias" [id=262, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7_1.bn.running_mean" [id=263, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7_1.bn.running_var" [id=264, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7_1/bn/batch_norm/0" [id=265, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch7x7_1/relu_/0" [id=266, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b.branch7x7_2.conv.weight" [id=267, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7_2/conv/conv2d/0" [id=268, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch7x7_2.bn.weight" [id=269, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7_2.bn.bias" [id=270, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7_2.bn.running_mean" [id=271, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7_2.bn.running_var" [id=272, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7_2/bn/batch_norm/0" [id=273, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch7x7_2/relu_/0" [id=274, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b.branch7x7_3.conv.weight" [id=275, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7_3/conv/conv2d/0" [id=276, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch7x7_3.bn.weight" [id=277, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7_3.bn.bias" [id=278, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7_3.bn.running_mean" [id=279, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7_3.bn.running_var" [id=280, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7_3/bn/batch_norm/0" [id=281, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch7x7_3/relu_/0" [id=282, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b.branch7x7dbl_1.conv.weight" [id=283, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [id=284, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch7x7dbl_1.bn.weight" [id=285, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_1.bn.bias" [id=286, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_1.bn.running_mean" [id=287, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_1.bn.running_var" [id=288, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [id=289, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch7x7dbl_1/relu_/0" [id=290, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b.branch7x7dbl_2.conv.weight" [id=291, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_2/conv/conv2d/0" [id=292, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch7x7dbl_2.bn.weight" [id=293, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_2.bn.bias" [id=294, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_2.bn.running_mean" [id=295, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_2.bn.running_var" [id=296, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [id=297, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch7x7dbl_2/relu_/0" [id=298, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b.branch7x7dbl_3.conv.weight" [id=299, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_3/conv/conv2d/0" [id=300, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch7x7dbl_3.bn.weight" [id=301, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_3.bn.bias" [id=302, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_3.bn.running_mean" [id=303, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_3.bn.running_var" [id=304, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [id=305, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch7x7dbl_3/relu_/0" [id=306, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b.branch7x7dbl_4.conv.weight" [id=307, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_4/conv/conv2d/0" [id=308, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch7x7dbl_4.bn.weight" [id=309, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_4.bn.bias" [id=310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_4.bn.running_mean" [id=311, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_4.bn.running_var" [id=312, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [id=313, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch7x7dbl_4/relu_/0" [id=314, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b.branch7x7dbl_5.conv.weight" [id=315, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_5/conv/conv2d/0" [id=316, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch7x7dbl_5.bn.weight" [id=317, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_5.bn.bias" [id=318, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_5.bn.running_mean" [id=319, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch7x7dbl_5.bn.running_var" [id=320, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [id=321, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch7x7dbl_5/relu_/0" [id=322, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b/avg_pool2d/0" [id=323, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"Mixed_6b.branch_pool.conv.weight" [id=324, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch_pool/conv/conv2d/0" [id=325, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6b.branch_pool.bn.weight" [id=326, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch_pool.bn.bias" [id=327, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch_pool.bn.running_mean" [id=328, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b.branch_pool.bn.running_var" [id=329, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6b/branch_pool/bn/batch_norm/0" [id=330, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6b/branch_pool/relu_/0" [id=331, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6b/cat/0" [id=332, metatype=PTCatMetatype, type=cat]; +"Mixed_6c.branch1x1.conv.weight" [id=333, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch1x1/conv/conv2d/0" [id=334, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch1x1.bn.weight" [id=335, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch1x1.bn.bias" [id=336, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch1x1.bn.running_mean" [id=337, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch1x1.bn.running_var" [id=338, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch1x1/bn/batch_norm/0" [id=339, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch1x1/relu_/0" [id=340, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c.branch7x7_1.conv.weight" [id=341, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7_1/conv/conv2d/0" [id=342, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch7x7_1.bn.weight" [id=343, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7_1.bn.bias" [id=344, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7_1.bn.running_mean" [id=345, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7_1.bn.running_var" [id=346, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7_1/bn/batch_norm/0" [id=347, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch7x7_1/relu_/0" [id=348, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c.branch7x7_2.conv.weight" [id=349, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7_2/conv/conv2d/0" [id=350, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch7x7_2.bn.weight" [id=351, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7_2.bn.bias" [id=352, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7_2.bn.running_mean" [id=353, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7_2.bn.running_var" [id=354, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7_2/bn/batch_norm/0" [id=355, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch7x7_2/relu_/0" [id=356, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c.branch7x7_3.conv.weight" [id=357, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7_3/conv/conv2d/0" [id=358, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch7x7_3.bn.weight" [id=359, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7_3.bn.bias" [id=360, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7_3.bn.running_mean" [id=361, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7_3.bn.running_var" [id=362, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7_3/bn/batch_norm/0" [id=363, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch7x7_3/relu_/0" [id=364, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c.branch7x7dbl_1.conv.weight" [id=365, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [id=366, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch7x7dbl_1.bn.weight" [id=367, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_1.bn.bias" [id=368, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_1.bn.running_mean" [id=369, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_1.bn.running_var" [id=370, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [id=371, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch7x7dbl_1/relu_/0" [id=372, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c.branch7x7dbl_2.conv.weight" [id=373, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_2/conv/conv2d/0" [id=374, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch7x7dbl_2.bn.weight" [id=375, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_2.bn.bias" [id=376, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_2.bn.running_mean" [id=377, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_2.bn.running_var" [id=378, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [id=379, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch7x7dbl_2/relu_/0" [id=380, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c.branch7x7dbl_3.conv.weight" [id=381, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_3/conv/conv2d/0" [id=382, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch7x7dbl_3.bn.weight" [id=383, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_3.bn.bias" [id=384, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_3.bn.running_mean" [id=385, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_3.bn.running_var" [id=386, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [id=387, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch7x7dbl_3/relu_/0" [id=388, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c.branch7x7dbl_4.conv.weight" [id=389, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_4/conv/conv2d/0" [id=390, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch7x7dbl_4.bn.weight" [id=391, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_4.bn.bias" [id=392, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_4.bn.running_mean" [id=393, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_4.bn.running_var" [id=394, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [id=395, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch7x7dbl_4/relu_/0" [id=396, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c.branch7x7dbl_5.conv.weight" [id=397, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_5/conv/conv2d/0" [id=398, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch7x7dbl_5.bn.weight" [id=399, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_5.bn.bias" [id=400, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_5.bn.running_mean" [id=401, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch7x7dbl_5.bn.running_var" [id=402, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [id=403, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch7x7dbl_5/relu_/0" [id=404, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c/avg_pool2d/0" [id=405, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"Mixed_6c.branch_pool.conv.weight" [id=406, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch_pool/conv/conv2d/0" [id=407, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6c.branch_pool.bn.weight" [id=408, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch_pool.bn.bias" [id=409, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch_pool.bn.running_mean" [id=410, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c.branch_pool.bn.running_var" [id=411, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6c/branch_pool/bn/batch_norm/0" [id=412, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6c/branch_pool/relu_/0" [id=413, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6c/cat/0" [id=414, metatype=PTCatMetatype, type=cat]; +"Mixed_6d.branch1x1.conv.weight" [id=415, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch1x1/conv/conv2d/0" [id=416, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch1x1.bn.weight" [id=417, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch1x1.bn.bias" [id=418, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch1x1.bn.running_mean" [id=419, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch1x1.bn.running_var" [id=420, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch1x1/bn/batch_norm/0" [id=421, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch1x1/relu_/0" [id=422, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d.branch7x7_1.conv.weight" [id=423, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7_1/conv/conv2d/0" [id=424, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch7x7_1.bn.weight" [id=425, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7_1.bn.bias" [id=426, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7_1.bn.running_mean" [id=427, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7_1.bn.running_var" [id=428, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7_1/bn/batch_norm/0" [id=429, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch7x7_1/relu_/0" [id=430, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d.branch7x7_2.conv.weight" [id=431, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7_2/conv/conv2d/0" [id=432, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch7x7_2.bn.weight" [id=433, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7_2.bn.bias" [id=434, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7_2.bn.running_mean" [id=435, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7_2.bn.running_var" [id=436, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7_2/bn/batch_norm/0" [id=437, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch7x7_2/relu_/0" [id=438, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d.branch7x7_3.conv.weight" [id=439, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7_3/conv/conv2d/0" [id=440, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch7x7_3.bn.weight" [id=441, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7_3.bn.bias" [id=442, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7_3.bn.running_mean" [id=443, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7_3.bn.running_var" [id=444, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7_3/bn/batch_norm/0" [id=445, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch7x7_3/relu_/0" [id=446, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d.branch7x7dbl_1.conv.weight" [id=447, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [id=448, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch7x7dbl_1.bn.weight" [id=449, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_1.bn.bias" [id=450, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_1.bn.running_mean" [id=451, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_1.bn.running_var" [id=452, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [id=453, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch7x7dbl_1/relu_/0" [id=454, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d.branch7x7dbl_2.conv.weight" [id=455, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_2/conv/conv2d/0" [id=456, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch7x7dbl_2.bn.weight" [id=457, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_2.bn.bias" [id=458, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_2.bn.running_mean" [id=459, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_2.bn.running_var" [id=460, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [id=461, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch7x7dbl_2/relu_/0" [id=462, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d.branch7x7dbl_3.conv.weight" [id=463, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_3/conv/conv2d/0" [id=464, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch7x7dbl_3.bn.weight" [id=465, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_3.bn.bias" [id=466, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_3.bn.running_mean" [id=467, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_3.bn.running_var" [id=468, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [id=469, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch7x7dbl_3/relu_/0" [id=470, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d.branch7x7dbl_4.conv.weight" [id=471, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_4/conv/conv2d/0" [id=472, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch7x7dbl_4.bn.weight" [id=473, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_4.bn.bias" [id=474, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_4.bn.running_mean" [id=475, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_4.bn.running_var" [id=476, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [id=477, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch7x7dbl_4/relu_/0" [id=478, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d.branch7x7dbl_5.conv.weight" [id=479, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_5/conv/conv2d/0" [id=480, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch7x7dbl_5.bn.weight" [id=481, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_5.bn.bias" [id=482, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_5.bn.running_mean" [id=483, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch7x7dbl_5.bn.running_var" [id=484, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [id=485, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch7x7dbl_5/relu_/0" [id=486, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d/avg_pool2d/0" [id=487, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"Mixed_6d.branch_pool.conv.weight" [id=488, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch_pool/conv/conv2d/0" [id=489, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6d.branch_pool.bn.weight" [id=490, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch_pool.bn.bias" [id=491, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch_pool.bn.running_mean" [id=492, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d.branch_pool.bn.running_var" [id=493, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6d/branch_pool/bn/batch_norm/0" [id=494, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6d/branch_pool/relu_/0" [id=495, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6d/cat/0" [id=496, metatype=PTCatMetatype, type=cat]; +"Mixed_6e.branch1x1.conv.weight" [id=497, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch1x1/conv/conv2d/0" [id=498, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch1x1.bn.weight" [id=499, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch1x1.bn.bias" [id=500, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch1x1.bn.running_mean" [id=501, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch1x1.bn.running_var" [id=502, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch1x1/bn/batch_norm/0" [id=503, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch1x1/relu_/0" [id=504, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e.branch7x7_1.conv.weight" [id=505, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7_1/conv/conv2d/0" [id=506, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch7x7_1.bn.weight" [id=507, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7_1.bn.bias" [id=508, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7_1.bn.running_mean" [id=509, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7_1.bn.running_var" [id=510, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7_1/bn/batch_norm/0" [id=511, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch7x7_1/relu_/0" [id=512, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e.branch7x7_2.conv.weight" [id=513, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7_2/conv/conv2d/0" [id=514, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch7x7_2.bn.weight" [id=515, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7_2.bn.bias" [id=516, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7_2.bn.running_mean" [id=517, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7_2.bn.running_var" [id=518, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7_2/bn/batch_norm/0" [id=519, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch7x7_2/relu_/0" [id=520, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e.branch7x7_3.conv.weight" [id=521, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7_3/conv/conv2d/0" [id=522, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch7x7_3.bn.weight" [id=523, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7_3.bn.bias" [id=524, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7_3.bn.running_mean" [id=525, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7_3.bn.running_var" [id=526, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7_3/bn/batch_norm/0" [id=527, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch7x7_3/relu_/0" [id=528, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e.branch7x7dbl_1.conv.weight" [id=529, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [id=530, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch7x7dbl_1.bn.weight" [id=531, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_1.bn.bias" [id=532, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_1.bn.running_mean" [id=533, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_1.bn.running_var" [id=534, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [id=535, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch7x7dbl_1/relu_/0" [id=536, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e.branch7x7dbl_2.conv.weight" [id=537, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_2/conv/conv2d/0" [id=538, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch7x7dbl_2.bn.weight" [id=539, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_2.bn.bias" [id=540, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_2.bn.running_mean" [id=541, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_2.bn.running_var" [id=542, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [id=543, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch7x7dbl_2/relu_/0" [id=544, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e.branch7x7dbl_3.conv.weight" [id=545, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_3/conv/conv2d/0" [id=546, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch7x7dbl_3.bn.weight" [id=547, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_3.bn.bias" [id=548, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_3.bn.running_mean" [id=549, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_3.bn.running_var" [id=550, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [id=551, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch7x7dbl_3/relu_/0" [id=552, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e.branch7x7dbl_4.conv.weight" [id=553, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_4/conv/conv2d/0" [id=554, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch7x7dbl_4.bn.weight" [id=555, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_4.bn.bias" [id=556, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_4.bn.running_mean" [id=557, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_4.bn.running_var" [id=558, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [id=559, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch7x7dbl_4/relu_/0" [id=560, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e.branch7x7dbl_5.conv.weight" [id=561, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_5/conv/conv2d/0" [id=562, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch7x7dbl_5.bn.weight" [id=563, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_5.bn.bias" [id=564, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_5.bn.running_mean" [id=565, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch7x7dbl_5.bn.running_var" [id=566, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [id=567, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch7x7dbl_5/relu_/0" [id=568, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e/avg_pool2d/0" [id=569, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"Mixed_6e.branch_pool.conv.weight" [id=570, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch_pool/conv/conv2d/0" [id=571, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_6e.branch_pool.bn.weight" [id=572, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch_pool.bn.bias" [id=573, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch_pool.bn.running_mean" [id=574, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e.branch_pool.bn.running_var" [id=575, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_6e/branch_pool/bn/batch_norm/0" [id=576, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_6e/branch_pool/relu_/0" [id=577, metatype=PTRELUMetatype, type=relu_]; +"Mixed_6e/cat/0" [id=578, metatype=PTCatMetatype, type=cat]; +"Mixed_7a.branch3x3_1.conv.weight" [id=579, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch3x3_1/conv/conv2d/0" [id=580, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7a.branch3x3_1.bn.weight" [id=581, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch3x3_1.bn.bias" [id=582, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch3x3_1.bn.running_mean" [id=583, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch3x3_1.bn.running_var" [id=584, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch3x3_1/bn/batch_norm/0" [id=585, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7a/branch3x3_1/relu_/0" [id=586, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7a.branch3x3_2.conv.weight" [id=587, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch3x3_2/conv/conv2d/0" [id=588, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7a.branch3x3_2.bn.weight" [id=589, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch3x3_2.bn.bias" [id=590, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch3x3_2.bn.running_mean" [id=591, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch3x3_2.bn.running_var" [id=592, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch3x3_2/bn/batch_norm/0" [id=593, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7a/branch3x3_2/relu_/0" [id=594, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7a.branch7x7x3_1.conv.weight" [id=595, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch7x7x3_1/conv/conv2d/0" [id=596, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7a.branch7x7x3_1.bn.weight" [id=597, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_1.bn.bias" [id=598, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_1.bn.running_mean" [id=599, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_1.bn.running_var" [id=600, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [id=601, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7a/branch7x7x3_1/relu_/0" [id=602, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7a.branch7x7x3_2.conv.weight" [id=603, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch7x7x3_2/conv/conv2d/0" [id=604, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7a.branch7x7x3_2.bn.weight" [id=605, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_2.bn.bias" [id=606, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_2.bn.running_mean" [id=607, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_2.bn.running_var" [id=608, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [id=609, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7a/branch7x7x3_2/relu_/0" [id=610, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7a.branch7x7x3_3.conv.weight" [id=611, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch7x7x3_3/conv/conv2d/0" [id=612, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7a.branch7x7x3_3.bn.weight" [id=613, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_3.bn.bias" [id=614, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_3.bn.running_mean" [id=615, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_3.bn.running_var" [id=616, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [id=617, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7a/branch7x7x3_3/relu_/0" [id=618, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7a.branch7x7x3_4.conv.weight" [id=619, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch7x7x3_4/conv/conv2d/0" [id=620, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7a.branch7x7x3_4.bn.weight" [id=621, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_4.bn.bias" [id=622, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_4.bn.running_mean" [id=623, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a.branch7x7x3_4.bn.running_var" [id=624, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [id=625, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7a/branch7x7x3_4/relu_/0" [id=626, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7a/max_pool2d/0" [id=627, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"Mixed_7a/cat/0" [id=628, metatype=PTCatMetatype, type=cat]; +"Mixed_7b.branch1x1.conv.weight" [id=629, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch1x1/conv/conv2d/0" [id=630, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7b.branch1x1.bn.weight" [id=631, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch1x1.bn.bias" [id=632, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch1x1.bn.running_mean" [id=633, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch1x1.bn.running_var" [id=634, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch1x1/bn/batch_norm/0" [id=635, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7b/branch1x1/relu_/0" [id=636, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7b.branch3x3_1.conv.weight" [id=637, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3_1/conv/conv2d/0" [id=638, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7b.branch3x3_1.bn.weight" [id=639, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3_1.bn.bias" [id=640, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3_1.bn.running_mean" [id=641, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3_1.bn.running_var" [id=642, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3_1/bn/batch_norm/0" [id=643, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7b/branch3x3_1/relu_/0" [id=644, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7b.branch3x3_2a.conv.weight" [id=645, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3_2a/conv/conv2d/0" [id=646, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7b.branch3x3_2a.bn.weight" [id=647, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3_2a.bn.bias" [id=648, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3_2a.bn.running_mean" [id=649, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3_2a.bn.running_var" [id=650, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3_2a/bn/batch_norm/0" [id=651, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7b/branch3x3_2a/relu_/0" [id=652, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7b.branch3x3_2b.conv.weight" [id=653, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3_2b/conv/conv2d/0" [id=654, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7b.branch3x3_2b.bn.weight" [id=655, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3_2b.bn.bias" [id=656, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3_2b.bn.running_mean" [id=657, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3_2b.bn.running_var" [id=658, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3_2b/bn/batch_norm/0" [id=659, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7b/branch3x3_2b/relu_/0" [id=660, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7b/cat/0" [id=661, metatype=PTCatMetatype, type=cat]; +"Mixed_7b.branch3x3dbl_1.conv.weight" [id=662, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [id=663, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7b.branch3x3dbl_1.bn.weight" [id=664, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_1.bn.bias" [id=665, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_1.bn.running_mean" [id=666, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_1.bn.running_var" [id=667, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [id=668, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7b/branch3x3dbl_1/relu_/0" [id=669, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7b.branch3x3dbl_2.conv.weight" [id=670, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3dbl_2/conv/conv2d/0" [id=671, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7b.branch3x3dbl_2.bn.weight" [id=672, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_2.bn.bias" [id=673, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_2.bn.running_mean" [id=674, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_2.bn.running_var" [id=675, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [id=676, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7b/branch3x3dbl_2/relu_/0" [id=677, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7b.branch3x3dbl_3a.conv.weight" [id=678, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3dbl_3a/conv/conv2d/0" [id=679, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7b.branch3x3dbl_3a.bn.weight" [id=680, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_3a.bn.bias" [id=681, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_3a.bn.running_mean" [id=682, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_3a.bn.running_var" [id=683, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [id=684, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7b/branch3x3dbl_3a/relu_/0" [id=685, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7b.branch3x3dbl_3b.conv.weight" [id=686, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3dbl_3b/conv/conv2d/0" [id=687, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7b.branch3x3dbl_3b.bn.weight" [id=688, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_3b.bn.bias" [id=689, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_3b.bn.running_mean" [id=690, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch3x3dbl_3b.bn.running_var" [id=691, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [id=692, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7b/branch3x3dbl_3b/relu_/0" [id=693, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7b/cat/1" [id=694, metatype=PTCatMetatype, type=cat]; +"Mixed_7b/avg_pool2d/0" [id=695, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"Mixed_7b.branch_pool.conv.weight" [id=696, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch_pool/conv/conv2d/0" [id=697, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7b.branch_pool.bn.weight" [id=698, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch_pool.bn.bias" [id=699, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch_pool.bn.running_mean" [id=700, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b.branch_pool.bn.running_var" [id=701, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7b/branch_pool/bn/batch_norm/0" [id=702, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7b/branch_pool/relu_/0" [id=703, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7b/cat/2" [id=704, metatype=PTCatMetatype, type=cat]; +"Mixed_7c.branch1x1.conv.weight" [id=705, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch1x1/conv/conv2d/0" [id=706, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7c.branch1x1.bn.weight" [id=707, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch1x1.bn.bias" [id=708, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch1x1.bn.running_mean" [id=709, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch1x1.bn.running_var" [id=710, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch1x1/bn/batch_norm/0" [id=711, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7c/branch1x1/relu_/0" [id=712, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7c.branch3x3_1.conv.weight" [id=713, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3_1/conv/conv2d/0" [id=714, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7c.branch3x3_1.bn.weight" [id=715, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3_1.bn.bias" [id=716, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3_1.bn.running_mean" [id=717, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3_1.bn.running_var" [id=718, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3_1/bn/batch_norm/0" [id=719, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7c/branch3x3_1/relu_/0" [id=720, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7c.branch3x3_2a.conv.weight" [id=721, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3_2a/conv/conv2d/0" [id=722, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7c.branch3x3_2a.bn.weight" [id=723, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3_2a.bn.bias" [id=724, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3_2a.bn.running_mean" [id=725, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3_2a.bn.running_var" [id=726, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3_2a/bn/batch_norm/0" [id=727, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7c/branch3x3_2a/relu_/0" [id=728, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7c.branch3x3_2b.conv.weight" [id=729, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3_2b/conv/conv2d/0" [id=730, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7c.branch3x3_2b.bn.weight" [id=731, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3_2b.bn.bias" [id=732, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3_2b.bn.running_mean" [id=733, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3_2b.bn.running_var" [id=734, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3_2b/bn/batch_norm/0" [id=735, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7c/branch3x3_2b/relu_/0" [id=736, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7c/cat/0" [id=737, metatype=PTCatMetatype, type=cat]; +"Mixed_7c.branch3x3dbl_1.conv.weight" [id=738, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [id=739, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7c.branch3x3dbl_1.bn.weight" [id=740, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_1.bn.bias" [id=741, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_1.bn.running_mean" [id=742, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_1.bn.running_var" [id=743, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [id=744, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7c/branch3x3dbl_1/relu_/0" [id=745, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7c.branch3x3dbl_2.conv.weight" [id=746, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3dbl_2/conv/conv2d/0" [id=747, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7c.branch3x3dbl_2.bn.weight" [id=748, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_2.bn.bias" [id=749, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_2.bn.running_mean" [id=750, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_2.bn.running_var" [id=751, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [id=752, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7c/branch3x3dbl_2/relu_/0" [id=753, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7c.branch3x3dbl_3a.conv.weight" [id=754, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3dbl_3a/conv/conv2d/0" [id=755, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7c.branch3x3dbl_3a.bn.weight" [id=756, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_3a.bn.bias" [id=757, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_3a.bn.running_mean" [id=758, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_3a.bn.running_var" [id=759, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [id=760, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7c/branch3x3dbl_3a/relu_/0" [id=761, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7c.branch3x3dbl_3b.conv.weight" [id=762, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3dbl_3b/conv/conv2d/0" [id=763, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7c.branch3x3dbl_3b.bn.weight" [id=764, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_3b.bn.bias" [id=765, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_3b.bn.running_mean" [id=766, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch3x3dbl_3b.bn.running_var" [id=767, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [id=768, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7c/branch3x3dbl_3b/relu_/0" [id=769, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7c/cat/1" [id=770, metatype=PTCatMetatype, type=cat]; +"Mixed_7c/avg_pool2d/0" [id=771, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"Mixed_7c.branch_pool.conv.weight" [id=772, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch_pool/conv/conv2d/0" [id=773, metatype=PTConv2dMetatype, type=conv2d]; +"Mixed_7c.branch_pool.bn.weight" [id=774, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch_pool.bn.bias" [id=775, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch_pool.bn.running_mean" [id=776, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c.branch_pool.bn.running_var" [id=777, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_7c/branch_pool/bn/batch_norm/0" [id=778, metatype=PTBatchNormMetatype, type=batch_norm]; +"Mixed_7c/branch_pool/relu_/0" [id=779, metatype=PTRELUMetatype, type=relu_]; +"Mixed_7c/cat/2" [id=780, metatype=PTCatMetatype, type=cat]; +"avgpool/adaptive_avg_pool2d/0" [id=781, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"dropout/dropout/0" [id=782, metatype=PTDropoutMetatype, type=dropout]; +"/flatten/0" [id=783, metatype=PTReshapeMetatype, type=flatten]; +"fc.weight" [id=784, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"fc.bias" [id=785, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"fc/linear/0" [id=786, metatype=PTLinearMetatype, type=linear]; +output [id=787, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, shape="(1, 3, 300, 300)"]; +"Conv2d_1a_3x3.conv.weight" -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, shape="(32, 3, 3, 3)"]; +"Conv2d_1a_3x3/conv/conv2d/0" -> "Conv2d_1a_3x3/bn/batch_norm/0" [dtype=float, shape="(1, 32, 149, 149)"]; +"Conv2d_1a_3x3.bn.weight" -> "Conv2d_1a_3x3/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Conv2d_1a_3x3.bn.bias" -> "Conv2d_1a_3x3/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Conv2d_1a_3x3.bn.running_mean" -> "Conv2d_1a_3x3/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Conv2d_1a_3x3.bn.running_var" -> "Conv2d_1a_3x3/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Conv2d_1a_3x3/bn/batch_norm/0" -> "Conv2d_1a_3x3/relu_/0" [dtype=float, shape="(1, 32, 149, 149)"]; +"Conv2d_1a_3x3/relu_/0" -> "Conv2d_2a_3x3/conv/conv2d/0" [dtype=float, shape="(1, 32, 149, 149)"]; +"Conv2d_2a_3x3.conv.weight" -> "Conv2d_2a_3x3/conv/conv2d/0" [dtype=float, shape="(32, 32, 3, 3)"]; +"Conv2d_2a_3x3/conv/conv2d/0" -> "Conv2d_2a_3x3/bn/batch_norm/0" [dtype=float, shape="(1, 32, 147, 147)"]; +"Conv2d_2a_3x3.bn.weight" -> "Conv2d_2a_3x3/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Conv2d_2a_3x3.bn.bias" -> "Conv2d_2a_3x3/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Conv2d_2a_3x3.bn.running_mean" -> "Conv2d_2a_3x3/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Conv2d_2a_3x3.bn.running_var" -> "Conv2d_2a_3x3/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Conv2d_2a_3x3/bn/batch_norm/0" -> "Conv2d_2a_3x3/relu_/0" [dtype=float, shape="(1, 32, 147, 147)"]; +"Conv2d_2a_3x3/relu_/0" -> "Conv2d_2b_3x3/conv/conv2d/0" [dtype=float, shape="(1, 32, 147, 147)"]; +"Conv2d_2b_3x3.conv.weight" -> "Conv2d_2b_3x3/conv/conv2d/0" [dtype=float, shape="(64, 32, 3, 3)"]; +"Conv2d_2b_3x3/conv/conv2d/0" -> "Conv2d_2b_3x3/bn/batch_norm/0" [dtype=float, shape="(1, 64, 147, 147)"]; +"Conv2d_2b_3x3.bn.weight" -> "Conv2d_2b_3x3/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Conv2d_2b_3x3.bn.bias" -> "Conv2d_2b_3x3/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Conv2d_2b_3x3.bn.running_mean" -> "Conv2d_2b_3x3/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Conv2d_2b_3x3.bn.running_var" -> "Conv2d_2b_3x3/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Conv2d_2b_3x3/bn/batch_norm/0" -> "Conv2d_2b_3x3/relu_/0" [dtype=float, shape="(1, 64, 147, 147)"]; +"Conv2d_2b_3x3/relu_/0" -> "maxpool1/max_pool2d/0" [dtype=float, shape="(1, 64, 147, 147)"]; +"maxpool1/max_pool2d/0" -> "Conv2d_3b_1x1/conv/conv2d/0" [dtype=float, shape="(1, 64, 73, 73)"]; +"Conv2d_3b_1x1.conv.weight" -> "Conv2d_3b_1x1/conv/conv2d/0" [dtype=float, shape="(80, 64, 1, 1)"]; +"Conv2d_3b_1x1/conv/conv2d/0" -> "Conv2d_3b_1x1/bn/batch_norm/0" [dtype=float, shape="(1, 80, 73, 73)"]; +"Conv2d_3b_1x1.bn.weight" -> "Conv2d_3b_1x1/bn/batch_norm/0" [dtype=float, shape="(80,)"]; +"Conv2d_3b_1x1.bn.bias" -> "Conv2d_3b_1x1/bn/batch_norm/0" [dtype=float, shape="(80,)"]; +"Conv2d_3b_1x1.bn.running_mean" -> "Conv2d_3b_1x1/bn/batch_norm/0" [dtype=float, shape="(80,)"]; +"Conv2d_3b_1x1.bn.running_var" -> "Conv2d_3b_1x1/bn/batch_norm/0" [dtype=float, shape="(80,)"]; +"Conv2d_3b_1x1/bn/batch_norm/0" -> "Conv2d_3b_1x1/relu_/0" [dtype=float, shape="(1, 80, 73, 73)"]; +"Conv2d_3b_1x1/relu_/0" -> "Conv2d_4a_3x3/conv/conv2d/0" [dtype=float, shape="(1, 80, 73, 73)"]; +"Conv2d_4a_3x3.conv.weight" -> "Conv2d_4a_3x3/conv/conv2d/0" [dtype=float, shape="(192, 80, 3, 3)"]; +"Conv2d_4a_3x3/conv/conv2d/0" -> "Conv2d_4a_3x3/bn/batch_norm/0" [dtype=float, shape="(1, 192, 71, 71)"]; +"Conv2d_4a_3x3.bn.weight" -> "Conv2d_4a_3x3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Conv2d_4a_3x3.bn.bias" -> "Conv2d_4a_3x3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Conv2d_4a_3x3.bn.running_mean" -> "Conv2d_4a_3x3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Conv2d_4a_3x3.bn.running_var" -> "Conv2d_4a_3x3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Conv2d_4a_3x3/bn/batch_norm/0" -> "Conv2d_4a_3x3/relu_/0" [dtype=float, shape="(1, 192, 71, 71)"]; +"Conv2d_4a_3x3/relu_/0" -> "maxpool2/max_pool2d/0" [dtype=float, shape="(1, 192, 71, 71)"]; +"maxpool2/max_pool2d/0" -> "Mixed_5b/branch1x1/conv/conv2d/0" [dtype=float, shape="(1, 192, 35, 35)"]; +"maxpool2/max_pool2d/0" -> "Mixed_5b/branch5x5_1/conv/conv2d/0" [dtype=float, shape="(1, 192, 35, 35)"]; +"maxpool2/max_pool2d/0" -> "Mixed_5b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 192, 35, 35)"]; +"maxpool2/max_pool2d/0" -> "Mixed_5b/avg_pool2d/0" [dtype=float, shape="(1, 192, 35, 35)"]; +"Mixed_5b.branch1x1.conv.weight" -> "Mixed_5b/branch1x1/conv/conv2d/0" [dtype=float, shape="(64, 192, 1, 1)"]; +"Mixed_5b/branch1x1/conv/conv2d/0" -> "Mixed_5b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5b.branch1x1.bn.weight" -> "Mixed_5b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b.branch1x1.bn.bias" -> "Mixed_5b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b.branch1x1.bn.running_mean" -> "Mixed_5b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b.branch1x1.bn.running_var" -> "Mixed_5b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b/branch1x1/bn/batch_norm/0" -> "Mixed_5b/branch1x1/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5b/branch1x1/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5b.branch5x5_1.conv.weight" -> "Mixed_5b/branch5x5_1/conv/conv2d/0" [dtype=float, shape="(48, 192, 1, 1)"]; +"Mixed_5b/branch5x5_1/conv/conv2d/0" -> "Mixed_5b/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(1, 48, 35, 35)"]; +"Mixed_5b.branch5x5_1.bn.weight" -> "Mixed_5b/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5b.branch5x5_1.bn.bias" -> "Mixed_5b/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5b.branch5x5_1.bn.running_mean" -> "Mixed_5b/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5b.branch5x5_1.bn.running_var" -> "Mixed_5b/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5b/branch5x5_1/bn/batch_norm/0" -> "Mixed_5b/branch5x5_1/relu_/0" [dtype=float, shape="(1, 48, 35, 35)"]; +"Mixed_5b/branch5x5_1/relu_/0" -> "Mixed_5b/branch5x5_2/conv/conv2d/0" [dtype=float, shape="(1, 48, 35, 35)"]; +"Mixed_5b.branch5x5_2.conv.weight" -> "Mixed_5b/branch5x5_2/conv/conv2d/0" [dtype=float, shape="(64, 48, 5, 5)"]; +"Mixed_5b/branch5x5_2/conv/conv2d/0" -> "Mixed_5b/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5b.branch5x5_2.bn.weight" -> "Mixed_5b/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b.branch5x5_2.bn.bias" -> "Mixed_5b/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b.branch5x5_2.bn.running_mean" -> "Mixed_5b/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b.branch5x5_2.bn.running_var" -> "Mixed_5b/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b/branch5x5_2/bn/batch_norm/0" -> "Mixed_5b/branch5x5_2/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5b/branch5x5_2/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5b.branch3x3dbl_1.conv.weight" -> "Mixed_5b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(64, 192, 1, 1)"]; +"Mixed_5b/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5b.branch3x3dbl_1.bn.weight" -> "Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b.branch3x3dbl_1.bn.bias" -> "Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b.branch3x3dbl_1.bn.running_mean" -> "Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b.branch3x3dbl_1.bn.running_var" -> "Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" -> "Mixed_5b/branch3x3dbl_1/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5b/branch3x3dbl_1/relu_/0" -> "Mixed_5b/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5b.branch3x3dbl_2.conv.weight" -> "Mixed_5b/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(96, 64, 3, 3)"]; +"Mixed_5b/branch3x3dbl_2/conv/conv2d/0" -> "Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5b.branch3x3dbl_2.bn.weight" -> "Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5b.branch3x3dbl_2.bn.bias" -> "Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5b.branch3x3dbl_2.bn.running_mean" -> "Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5b.branch3x3dbl_2.bn.running_var" -> "Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5b/branch3x3dbl_2/bn/batch_norm/0" -> "Mixed_5b/branch3x3dbl_2/relu_/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5b/branch3x3dbl_2/relu_/0" -> "Mixed_5b/branch3x3dbl_3/conv/conv2d/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5b.branch3x3dbl_3.conv.weight" -> "Mixed_5b/branch3x3dbl_3/conv/conv2d/0" [dtype=float, shape="(96, 96, 3, 3)"]; +"Mixed_5b/branch3x3dbl_3/conv/conv2d/0" -> "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5b.branch3x3dbl_3.bn.weight" -> "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5b.branch3x3dbl_3.bn.bias" -> "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5b.branch3x3dbl_3.bn.running_mean" -> "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5b.branch3x3dbl_3.bn.running_var" -> "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_5b/branch3x3dbl_3/relu_/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5b/branch3x3dbl_3/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5b/avg_pool2d/0" -> "Mixed_5b/branch_pool/conv/conv2d/0" [dtype=float, shape="(1, 192, 35, 35)"]; +"Mixed_5b.branch_pool.conv.weight" -> "Mixed_5b/branch_pool/conv/conv2d/0" [dtype=float, shape="(32, 192, 1, 1)"]; +"Mixed_5b/branch_pool/conv/conv2d/0" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(1, 32, 35, 35)"]; +"Mixed_5b.branch_pool.bn.weight" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Mixed_5b.branch_pool.bn.bias" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Mixed_5b.branch_pool.bn.running_mean" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Mixed_5b.branch_pool.bn.running_var" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(32,)"]; +"Mixed_5b/branch_pool/bn/batch_norm/0" -> "Mixed_5b/branch_pool/relu_/0" [dtype=float, shape="(1, 32, 35, 35)"]; +"Mixed_5b/branch_pool/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, shape="(1, 32, 35, 35)"]; +"Mixed_5b/cat/0" -> "Mixed_5c/branch1x1/conv/conv2d/0" [dtype=float, shape="(1, 256, 35, 35)"]; +"Mixed_5b/cat/0" -> "Mixed_5c/branch5x5_1/conv/conv2d/0" [dtype=float, shape="(1, 256, 35, 35)"]; +"Mixed_5b/cat/0" -> "Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 256, 35, 35)"]; +"Mixed_5b/cat/0" -> "Mixed_5c/avg_pool2d/0" [dtype=float, shape="(1, 256, 35, 35)"]; +"Mixed_5c.branch1x1.conv.weight" -> "Mixed_5c/branch1x1/conv/conv2d/0" [dtype=float, shape="(64, 256, 1, 1)"]; +"Mixed_5c/branch1x1/conv/conv2d/0" -> "Mixed_5c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c.branch1x1.bn.weight" -> "Mixed_5c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch1x1.bn.bias" -> "Mixed_5c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch1x1.bn.running_mean" -> "Mixed_5c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch1x1.bn.running_var" -> "Mixed_5c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c/branch1x1/bn/batch_norm/0" -> "Mixed_5c/branch1x1/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c/branch1x1/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c.branch5x5_1.conv.weight" -> "Mixed_5c/branch5x5_1/conv/conv2d/0" [dtype=float, shape="(48, 256, 1, 1)"]; +"Mixed_5c/branch5x5_1/conv/conv2d/0" -> "Mixed_5c/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(1, 48, 35, 35)"]; +"Mixed_5c.branch5x5_1.bn.weight" -> "Mixed_5c/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5c.branch5x5_1.bn.bias" -> "Mixed_5c/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5c.branch5x5_1.bn.running_mean" -> "Mixed_5c/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5c.branch5x5_1.bn.running_var" -> "Mixed_5c/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5c/branch5x5_1/bn/batch_norm/0" -> "Mixed_5c/branch5x5_1/relu_/0" [dtype=float, shape="(1, 48, 35, 35)"]; +"Mixed_5c/branch5x5_1/relu_/0" -> "Mixed_5c/branch5x5_2/conv/conv2d/0" [dtype=float, shape="(1, 48, 35, 35)"]; +"Mixed_5c.branch5x5_2.conv.weight" -> "Mixed_5c/branch5x5_2/conv/conv2d/0" [dtype=float, shape="(64, 48, 5, 5)"]; +"Mixed_5c/branch5x5_2/conv/conv2d/0" -> "Mixed_5c/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c.branch5x5_2.bn.weight" -> "Mixed_5c/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch5x5_2.bn.bias" -> "Mixed_5c/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch5x5_2.bn.running_mean" -> "Mixed_5c/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch5x5_2.bn.running_var" -> "Mixed_5c/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c/branch5x5_2/bn/batch_norm/0" -> "Mixed_5c/branch5x5_2/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c/branch5x5_2/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c.branch3x3dbl_1.conv.weight" -> "Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(64, 256, 1, 1)"]; +"Mixed_5c/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c.branch3x3dbl_1.bn.weight" -> "Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch3x3dbl_1.bn.bias" -> "Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch3x3dbl_1.bn.running_mean" -> "Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch3x3dbl_1.bn.running_var" -> "Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" -> "Mixed_5c/branch3x3dbl_1/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c/branch3x3dbl_1/relu_/0" -> "Mixed_5c/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c.branch3x3dbl_2.conv.weight" -> "Mixed_5c/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(96, 64, 3, 3)"]; +"Mixed_5c/branch3x3dbl_2/conv/conv2d/0" -> "Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5c.branch3x3dbl_2.bn.weight" -> "Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5c.branch3x3dbl_2.bn.bias" -> "Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5c.branch3x3dbl_2.bn.running_mean" -> "Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5c.branch3x3dbl_2.bn.running_var" -> "Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5c/branch3x3dbl_2/bn/batch_norm/0" -> "Mixed_5c/branch3x3dbl_2/relu_/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5c/branch3x3dbl_2/relu_/0" -> "Mixed_5c/branch3x3dbl_3/conv/conv2d/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5c.branch3x3dbl_3.conv.weight" -> "Mixed_5c/branch3x3dbl_3/conv/conv2d/0" [dtype=float, shape="(96, 96, 3, 3)"]; +"Mixed_5c/branch3x3dbl_3/conv/conv2d/0" -> "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5c.branch3x3dbl_3.bn.weight" -> "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5c.branch3x3dbl_3.bn.bias" -> "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5c.branch3x3dbl_3.bn.running_mean" -> "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5c.branch3x3dbl_3.bn.running_var" -> "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_5c/branch3x3dbl_3/relu_/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5c/branch3x3dbl_3/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5c/avg_pool2d/0" -> "Mixed_5c/branch_pool/conv/conv2d/0" [dtype=float, shape="(1, 256, 35, 35)"]; +"Mixed_5c.branch_pool.conv.weight" -> "Mixed_5c/branch_pool/conv/conv2d/0" [dtype=float, shape="(64, 256, 1, 1)"]; +"Mixed_5c/branch_pool/conv/conv2d/0" -> "Mixed_5c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c.branch_pool.bn.weight" -> "Mixed_5c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch_pool.bn.bias" -> "Mixed_5c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch_pool.bn.running_mean" -> "Mixed_5c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c.branch_pool.bn.running_var" -> "Mixed_5c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5c/branch_pool/bn/batch_norm/0" -> "Mixed_5c/branch_pool/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c/branch_pool/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5c/cat/0" -> "Mixed_5d/branch1x1/conv/conv2d/0" [dtype=float, shape="(1, 288, 35, 35)"]; +"Mixed_5c/cat/0" -> "Mixed_5d/branch5x5_1/conv/conv2d/0" [dtype=float, shape="(1, 288, 35, 35)"]; +"Mixed_5c/cat/0" -> "Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 288, 35, 35)"]; +"Mixed_5c/cat/0" -> "Mixed_5d/avg_pool2d/0" [dtype=float, shape="(1, 288, 35, 35)"]; +"Mixed_5d.branch1x1.conv.weight" -> "Mixed_5d/branch1x1/conv/conv2d/0" [dtype=float, shape="(64, 288, 1, 1)"]; +"Mixed_5d/branch1x1/conv/conv2d/0" -> "Mixed_5d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d.branch1x1.bn.weight" -> "Mixed_5d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch1x1.bn.bias" -> "Mixed_5d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch1x1.bn.running_mean" -> "Mixed_5d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch1x1.bn.running_var" -> "Mixed_5d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d/branch1x1/bn/batch_norm/0" -> "Mixed_5d/branch1x1/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d/branch1x1/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d.branch5x5_1.conv.weight" -> "Mixed_5d/branch5x5_1/conv/conv2d/0" [dtype=float, shape="(48, 288, 1, 1)"]; +"Mixed_5d/branch5x5_1/conv/conv2d/0" -> "Mixed_5d/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(1, 48, 35, 35)"]; +"Mixed_5d.branch5x5_1.bn.weight" -> "Mixed_5d/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5d.branch5x5_1.bn.bias" -> "Mixed_5d/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5d.branch5x5_1.bn.running_mean" -> "Mixed_5d/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5d.branch5x5_1.bn.running_var" -> "Mixed_5d/branch5x5_1/bn/batch_norm/0" [dtype=float, shape="(48,)"]; +"Mixed_5d/branch5x5_1/bn/batch_norm/0" -> "Mixed_5d/branch5x5_1/relu_/0" [dtype=float, shape="(1, 48, 35, 35)"]; +"Mixed_5d/branch5x5_1/relu_/0" -> "Mixed_5d/branch5x5_2/conv/conv2d/0" [dtype=float, shape="(1, 48, 35, 35)"]; +"Mixed_5d.branch5x5_2.conv.weight" -> "Mixed_5d/branch5x5_2/conv/conv2d/0" [dtype=float, shape="(64, 48, 5, 5)"]; +"Mixed_5d/branch5x5_2/conv/conv2d/0" -> "Mixed_5d/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d.branch5x5_2.bn.weight" -> "Mixed_5d/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch5x5_2.bn.bias" -> "Mixed_5d/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch5x5_2.bn.running_mean" -> "Mixed_5d/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch5x5_2.bn.running_var" -> "Mixed_5d/branch5x5_2/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d/branch5x5_2/bn/batch_norm/0" -> "Mixed_5d/branch5x5_2/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d/branch5x5_2/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d.branch3x3dbl_1.conv.weight" -> "Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(64, 288, 1, 1)"]; +"Mixed_5d/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d.branch3x3dbl_1.bn.weight" -> "Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch3x3dbl_1.bn.bias" -> "Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch3x3dbl_1.bn.running_mean" -> "Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch3x3dbl_1.bn.running_var" -> "Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" -> "Mixed_5d/branch3x3dbl_1/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d/branch3x3dbl_1/relu_/0" -> "Mixed_5d/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d.branch3x3dbl_2.conv.weight" -> "Mixed_5d/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(96, 64, 3, 3)"]; +"Mixed_5d/branch3x3dbl_2/conv/conv2d/0" -> "Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5d.branch3x3dbl_2.bn.weight" -> "Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5d.branch3x3dbl_2.bn.bias" -> "Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5d.branch3x3dbl_2.bn.running_mean" -> "Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5d.branch3x3dbl_2.bn.running_var" -> "Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5d/branch3x3dbl_2/bn/batch_norm/0" -> "Mixed_5d/branch3x3dbl_2/relu_/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5d/branch3x3dbl_2/relu_/0" -> "Mixed_5d/branch3x3dbl_3/conv/conv2d/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5d.branch3x3dbl_3.conv.weight" -> "Mixed_5d/branch3x3dbl_3/conv/conv2d/0" [dtype=float, shape="(96, 96, 3, 3)"]; +"Mixed_5d/branch3x3dbl_3/conv/conv2d/0" -> "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5d.branch3x3dbl_3.bn.weight" -> "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5d.branch3x3dbl_3.bn.bias" -> "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5d.branch3x3dbl_3.bn.running_mean" -> "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5d.branch3x3dbl_3.bn.running_var" -> "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_5d/branch3x3dbl_3/relu_/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5d/branch3x3dbl_3/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_5d/avg_pool2d/0" -> "Mixed_5d/branch_pool/conv/conv2d/0" [dtype=float, shape="(1, 288, 35, 35)"]; +"Mixed_5d.branch_pool.conv.weight" -> "Mixed_5d/branch_pool/conv/conv2d/0" [dtype=float, shape="(64, 288, 1, 1)"]; +"Mixed_5d/branch_pool/conv/conv2d/0" -> "Mixed_5d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d.branch_pool.bn.weight" -> "Mixed_5d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch_pool.bn.bias" -> "Mixed_5d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch_pool.bn.running_mean" -> "Mixed_5d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d.branch_pool.bn.running_var" -> "Mixed_5d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_5d/branch_pool/bn/batch_norm/0" -> "Mixed_5d/branch_pool/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d/branch_pool/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_5d/cat/0" -> "Mixed_6a/branch3x3/conv/conv2d/0" [dtype=float, shape="(1, 288, 35, 35)"]; +"Mixed_5d/cat/0" -> "Mixed_6a/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 288, 35, 35)"]; +"Mixed_5d/cat/0" -> "Mixed_6a/max_pool2d/0" [dtype=float, shape="(1, 288, 35, 35)"]; +"Mixed_6a.branch3x3.conv.weight" -> "Mixed_6a/branch3x3/conv/conv2d/0" [dtype=float, shape="(384, 288, 3, 3)"]; +"Mixed_6a/branch3x3/conv/conv2d/0" -> "Mixed_6a/branch3x3/bn/batch_norm/0" [dtype=float, shape="(1, 384, 17, 17)"]; +"Mixed_6a.branch3x3.bn.weight" -> "Mixed_6a/branch3x3/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_6a.branch3x3.bn.bias" -> "Mixed_6a/branch3x3/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_6a.branch3x3.bn.running_mean" -> "Mixed_6a/branch3x3/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_6a.branch3x3.bn.running_var" -> "Mixed_6a/branch3x3/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_6a/branch3x3/bn/batch_norm/0" -> "Mixed_6a/branch3x3/relu_/0" [dtype=float, shape="(1, 384, 17, 17)"]; +"Mixed_6a/branch3x3/relu_/0" -> "Mixed_6a/cat/0" [dtype=float, shape="(1, 384, 17, 17)"]; +"Mixed_6a.branch3x3dbl_1.conv.weight" -> "Mixed_6a/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(64, 288, 1, 1)"]; +"Mixed_6a/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_6a.branch3x3dbl_1.bn.weight" -> "Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_6a.branch3x3dbl_1.bn.bias" -> "Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_6a.branch3x3dbl_1.bn.running_mean" -> "Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_6a.branch3x3dbl_1.bn.running_var" -> "Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(64,)"]; +"Mixed_6a/branch3x3dbl_1/bn/batch_norm/0" -> "Mixed_6a/branch3x3dbl_1/relu_/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_6a/branch3x3dbl_1/relu_/0" -> "Mixed_6a/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 64, 35, 35)"]; +"Mixed_6a.branch3x3dbl_2.conv.weight" -> "Mixed_6a/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(96, 64, 3, 3)"]; +"Mixed_6a/branch3x3dbl_2/conv/conv2d/0" -> "Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_6a.branch3x3dbl_2.bn.weight" -> "Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_6a.branch3x3dbl_2.bn.bias" -> "Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_6a.branch3x3dbl_2.bn.running_mean" -> "Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_6a.branch3x3dbl_2.bn.running_var" -> "Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_6a/branch3x3dbl_2/bn/batch_norm/0" -> "Mixed_6a/branch3x3dbl_2/relu_/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_6a/branch3x3dbl_2/relu_/0" -> "Mixed_6a/branch3x3dbl_3/conv/conv2d/0" [dtype=float, shape="(1, 96, 35, 35)"]; +"Mixed_6a.branch3x3dbl_3.conv.weight" -> "Mixed_6a/branch3x3dbl_3/conv/conv2d/0" [dtype=float, shape="(96, 96, 3, 3)"]; +"Mixed_6a/branch3x3dbl_3/conv/conv2d/0" -> "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(1, 96, 17, 17)"]; +"Mixed_6a.branch3x3dbl_3.bn.weight" -> "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_6a.branch3x3dbl_3.bn.bias" -> "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_6a.branch3x3dbl_3.bn.running_mean" -> "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_6a.branch3x3dbl_3.bn.running_var" -> "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, shape="(96,)"]; +"Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_6a/branch3x3dbl_3/relu_/0" [dtype=float, shape="(1, 96, 17, 17)"]; +"Mixed_6a/branch3x3dbl_3/relu_/0" -> "Mixed_6a/cat/0" [dtype=float, shape="(1, 96, 17, 17)"]; +"Mixed_6a/max_pool2d/0" -> "Mixed_6a/cat/0" [dtype=float, shape="(1, 288, 17, 17)"]; +"Mixed_6a/cat/0" -> "Mixed_6b/branch1x1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6a/cat/0" -> "Mixed_6b/branch7x7_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6a/cat/0" -> "Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6a/cat/0" -> "Mixed_6b/avg_pool2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6b.branch1x1.conv.weight" -> "Mixed_6b/branch1x1/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6b/branch1x1/conv/conv2d/0" -> "Mixed_6b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b.branch1x1.bn.weight" -> "Mixed_6b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch1x1.bn.bias" -> "Mixed_6b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch1x1.bn.running_mean" -> "Mixed_6b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch1x1.bn.running_var" -> "Mixed_6b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b/branch1x1/bn/batch_norm/0" -> "Mixed_6b/branch1x1/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b/branch1x1/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b.branch7x7_1.conv.weight" -> "Mixed_6b/branch7x7_1/conv/conv2d/0" [dtype=float, shape="(128, 768, 1, 1)"]; +"Mixed_6b/branch7x7_1/conv/conv2d/0" -> "Mixed_6b/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7_1.bn.weight" -> "Mixed_6b/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7_1.bn.bias" -> "Mixed_6b/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7_1.bn.running_mean" -> "Mixed_6b/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7_1.bn.running_var" -> "Mixed_6b/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b/branch7x7_1/bn/batch_norm/0" -> "Mixed_6b/branch7x7_1/relu_/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b/branch7x7_1/relu_/0" -> "Mixed_6b/branch7x7_2/conv/conv2d/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7_2.conv.weight" -> "Mixed_6b/branch7x7_2/conv/conv2d/0" [dtype=float, shape="(128, 128, 1, 7)"]; +"Mixed_6b/branch7x7_2/conv/conv2d/0" -> "Mixed_6b/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7_2.bn.weight" -> "Mixed_6b/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7_2.bn.bias" -> "Mixed_6b/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7_2.bn.running_mean" -> "Mixed_6b/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7_2.bn.running_var" -> "Mixed_6b/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b/branch7x7_2/bn/batch_norm/0" -> "Mixed_6b/branch7x7_2/relu_/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b/branch7x7_2/relu_/0" -> "Mixed_6b/branch7x7_3/conv/conv2d/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7_3.conv.weight" -> "Mixed_6b/branch7x7_3/conv/conv2d/0" [dtype=float, shape="(192, 128, 7, 1)"]; +"Mixed_6b/branch7x7_3/conv/conv2d/0" -> "Mixed_6b/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b.branch7x7_3.bn.weight" -> "Mixed_6b/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch7x7_3.bn.bias" -> "Mixed_6b/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch7x7_3.bn.running_mean" -> "Mixed_6b/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch7x7_3.bn.running_var" -> "Mixed_6b/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b/branch7x7_3/bn/batch_norm/0" -> "Mixed_6b/branch7x7_3/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b/branch7x7_3/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b.branch7x7dbl_1.conv.weight" -> "Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [dtype=float, shape="(128, 768, 1, 1)"]; +"Mixed_6b/branch7x7dbl_1/conv/conv2d/0" -> "Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7dbl_1.bn.weight" -> "Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_1.bn.bias" -> "Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_1.bn.running_mean" -> "Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_1.bn.running_var" -> "Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" -> "Mixed_6b/branch7x7dbl_1/relu_/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b/branch7x7dbl_1/relu_/0" -> "Mixed_6b/branch7x7dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7dbl_2.conv.weight" -> "Mixed_6b/branch7x7dbl_2/conv/conv2d/0" [dtype=float, shape="(128, 128, 7, 1)"]; +"Mixed_6b/branch7x7dbl_2/conv/conv2d/0" -> "Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7dbl_2.bn.weight" -> "Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_2.bn.bias" -> "Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_2.bn.running_mean" -> "Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_2.bn.running_var" -> "Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b/branch7x7dbl_2/bn/batch_norm/0" -> "Mixed_6b/branch7x7dbl_2/relu_/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b/branch7x7dbl_2/relu_/0" -> "Mixed_6b/branch7x7dbl_3/conv/conv2d/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7dbl_3.conv.weight" -> "Mixed_6b/branch7x7dbl_3/conv/conv2d/0" [dtype=float, shape="(128, 128, 1, 7)"]; +"Mixed_6b/branch7x7dbl_3/conv/conv2d/0" -> "Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7dbl_3.bn.weight" -> "Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_3.bn.bias" -> "Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_3.bn.running_mean" -> "Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_3.bn.running_var" -> "Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b/branch7x7dbl_3/bn/batch_norm/0" -> "Mixed_6b/branch7x7dbl_3/relu_/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b/branch7x7dbl_3/relu_/0" -> "Mixed_6b/branch7x7dbl_4/conv/conv2d/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7dbl_4.conv.weight" -> "Mixed_6b/branch7x7dbl_4/conv/conv2d/0" [dtype=float, shape="(128, 128, 7, 1)"]; +"Mixed_6b/branch7x7dbl_4/conv/conv2d/0" -> "Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7dbl_4.bn.weight" -> "Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_4.bn.bias" -> "Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_4.bn.running_mean" -> "Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b.branch7x7dbl_4.bn.running_var" -> "Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(128,)"]; +"Mixed_6b/branch7x7dbl_4/bn/batch_norm/0" -> "Mixed_6b/branch7x7dbl_4/relu_/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b/branch7x7dbl_4/relu_/0" -> "Mixed_6b/branch7x7dbl_5/conv/conv2d/0" [dtype=float, shape="(1, 128, 17, 17)"]; +"Mixed_6b.branch7x7dbl_5.conv.weight" -> "Mixed_6b/branch7x7dbl_5/conv/conv2d/0" [dtype=float, shape="(192, 128, 1, 7)"]; +"Mixed_6b/branch7x7dbl_5/conv/conv2d/0" -> "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b.branch7x7dbl_5.bn.weight" -> "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch7x7dbl_5.bn.bias" -> "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch7x7dbl_5.bn.running_mean" -> "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch7x7dbl_5.bn.running_var" -> "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6b/branch7x7dbl_5/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b/branch7x7dbl_5/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b/avg_pool2d/0" -> "Mixed_6b/branch_pool/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6b.branch_pool.conv.weight" -> "Mixed_6b/branch_pool/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6b/branch_pool/conv/conv2d/0" -> "Mixed_6b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b.branch_pool.bn.weight" -> "Mixed_6b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch_pool.bn.bias" -> "Mixed_6b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch_pool.bn.running_mean" -> "Mixed_6b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b.branch_pool.bn.running_var" -> "Mixed_6b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6b/branch_pool/bn/batch_norm/0" -> "Mixed_6b/branch_pool/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b/branch_pool/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6b/cat/0" -> "Mixed_6c/branch1x1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6b/cat/0" -> "Mixed_6c/branch7x7_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6b/cat/0" -> "Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6b/cat/0" -> "Mixed_6c/avg_pool2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6c.branch1x1.conv.weight" -> "Mixed_6c/branch1x1/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6c/branch1x1/conv/conv2d/0" -> "Mixed_6c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c.branch1x1.bn.weight" -> "Mixed_6c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch1x1.bn.bias" -> "Mixed_6c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch1x1.bn.running_mean" -> "Mixed_6c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch1x1.bn.running_var" -> "Mixed_6c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c/branch1x1/bn/batch_norm/0" -> "Mixed_6c/branch1x1/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c/branch1x1/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c.branch7x7_1.conv.weight" -> "Mixed_6c/branch7x7_1/conv/conv2d/0" [dtype=float, shape="(160, 768, 1, 1)"]; +"Mixed_6c/branch7x7_1/conv/conv2d/0" -> "Mixed_6c/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7_1.bn.weight" -> "Mixed_6c/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7_1.bn.bias" -> "Mixed_6c/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7_1.bn.running_mean" -> "Mixed_6c/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7_1.bn.running_var" -> "Mixed_6c/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c/branch7x7_1/bn/batch_norm/0" -> "Mixed_6c/branch7x7_1/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c/branch7x7_1/relu_/0" -> "Mixed_6c/branch7x7_2/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7_2.conv.weight" -> "Mixed_6c/branch7x7_2/conv/conv2d/0" [dtype=float, shape="(160, 160, 1, 7)"]; +"Mixed_6c/branch7x7_2/conv/conv2d/0" -> "Mixed_6c/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7_2.bn.weight" -> "Mixed_6c/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7_2.bn.bias" -> "Mixed_6c/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7_2.bn.running_mean" -> "Mixed_6c/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7_2.bn.running_var" -> "Mixed_6c/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c/branch7x7_2/bn/batch_norm/0" -> "Mixed_6c/branch7x7_2/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c/branch7x7_2/relu_/0" -> "Mixed_6c/branch7x7_3/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7_3.conv.weight" -> "Mixed_6c/branch7x7_3/conv/conv2d/0" [dtype=float, shape="(192, 160, 7, 1)"]; +"Mixed_6c/branch7x7_3/conv/conv2d/0" -> "Mixed_6c/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c.branch7x7_3.bn.weight" -> "Mixed_6c/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch7x7_3.bn.bias" -> "Mixed_6c/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch7x7_3.bn.running_mean" -> "Mixed_6c/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch7x7_3.bn.running_var" -> "Mixed_6c/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c/branch7x7_3/bn/batch_norm/0" -> "Mixed_6c/branch7x7_3/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c/branch7x7_3/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c.branch7x7dbl_1.conv.weight" -> "Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [dtype=float, shape="(160, 768, 1, 1)"]; +"Mixed_6c/branch7x7dbl_1/conv/conv2d/0" -> "Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7dbl_1.bn.weight" -> "Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_1.bn.bias" -> "Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_1.bn.running_mean" -> "Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_1.bn.running_var" -> "Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" -> "Mixed_6c/branch7x7dbl_1/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c/branch7x7dbl_1/relu_/0" -> "Mixed_6c/branch7x7dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7dbl_2.conv.weight" -> "Mixed_6c/branch7x7dbl_2/conv/conv2d/0" [dtype=float, shape="(160, 160, 7, 1)"]; +"Mixed_6c/branch7x7dbl_2/conv/conv2d/0" -> "Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7dbl_2.bn.weight" -> "Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_2.bn.bias" -> "Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_2.bn.running_mean" -> "Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_2.bn.running_var" -> "Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c/branch7x7dbl_2/bn/batch_norm/0" -> "Mixed_6c/branch7x7dbl_2/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c/branch7x7dbl_2/relu_/0" -> "Mixed_6c/branch7x7dbl_3/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7dbl_3.conv.weight" -> "Mixed_6c/branch7x7dbl_3/conv/conv2d/0" [dtype=float, shape="(160, 160, 1, 7)"]; +"Mixed_6c/branch7x7dbl_3/conv/conv2d/0" -> "Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7dbl_3.bn.weight" -> "Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_3.bn.bias" -> "Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_3.bn.running_mean" -> "Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_3.bn.running_var" -> "Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c/branch7x7dbl_3/bn/batch_norm/0" -> "Mixed_6c/branch7x7dbl_3/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c/branch7x7dbl_3/relu_/0" -> "Mixed_6c/branch7x7dbl_4/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7dbl_4.conv.weight" -> "Mixed_6c/branch7x7dbl_4/conv/conv2d/0" [dtype=float, shape="(160, 160, 7, 1)"]; +"Mixed_6c/branch7x7dbl_4/conv/conv2d/0" -> "Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7dbl_4.bn.weight" -> "Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_4.bn.bias" -> "Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_4.bn.running_mean" -> "Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c.branch7x7dbl_4.bn.running_var" -> "Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6c/branch7x7dbl_4/bn/batch_norm/0" -> "Mixed_6c/branch7x7dbl_4/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c/branch7x7dbl_4/relu_/0" -> "Mixed_6c/branch7x7dbl_5/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6c.branch7x7dbl_5.conv.weight" -> "Mixed_6c/branch7x7dbl_5/conv/conv2d/0" [dtype=float, shape="(192, 160, 1, 7)"]; +"Mixed_6c/branch7x7dbl_5/conv/conv2d/0" -> "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c.branch7x7dbl_5.bn.weight" -> "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch7x7dbl_5.bn.bias" -> "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch7x7dbl_5.bn.running_mean" -> "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch7x7dbl_5.bn.running_var" -> "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6c/branch7x7dbl_5/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c/branch7x7dbl_5/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c/avg_pool2d/0" -> "Mixed_6c/branch_pool/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6c.branch_pool.conv.weight" -> "Mixed_6c/branch_pool/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6c/branch_pool/conv/conv2d/0" -> "Mixed_6c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c.branch_pool.bn.weight" -> "Mixed_6c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch_pool.bn.bias" -> "Mixed_6c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch_pool.bn.running_mean" -> "Mixed_6c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c.branch_pool.bn.running_var" -> "Mixed_6c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6c/branch_pool/bn/batch_norm/0" -> "Mixed_6c/branch_pool/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c/branch_pool/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6c/cat/0" -> "Mixed_6d/branch1x1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6c/cat/0" -> "Mixed_6d/branch7x7_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6c/cat/0" -> "Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6c/cat/0" -> "Mixed_6d/avg_pool2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6d.branch1x1.conv.weight" -> "Mixed_6d/branch1x1/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6d/branch1x1/conv/conv2d/0" -> "Mixed_6d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d.branch1x1.bn.weight" -> "Mixed_6d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch1x1.bn.bias" -> "Mixed_6d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch1x1.bn.running_mean" -> "Mixed_6d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch1x1.bn.running_var" -> "Mixed_6d/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d/branch1x1/bn/batch_norm/0" -> "Mixed_6d/branch1x1/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d/branch1x1/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d.branch7x7_1.conv.weight" -> "Mixed_6d/branch7x7_1/conv/conv2d/0" [dtype=float, shape="(160, 768, 1, 1)"]; +"Mixed_6d/branch7x7_1/conv/conv2d/0" -> "Mixed_6d/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7_1.bn.weight" -> "Mixed_6d/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7_1.bn.bias" -> "Mixed_6d/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7_1.bn.running_mean" -> "Mixed_6d/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7_1.bn.running_var" -> "Mixed_6d/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d/branch7x7_1/bn/batch_norm/0" -> "Mixed_6d/branch7x7_1/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d/branch7x7_1/relu_/0" -> "Mixed_6d/branch7x7_2/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7_2.conv.weight" -> "Mixed_6d/branch7x7_2/conv/conv2d/0" [dtype=float, shape="(160, 160, 1, 7)"]; +"Mixed_6d/branch7x7_2/conv/conv2d/0" -> "Mixed_6d/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7_2.bn.weight" -> "Mixed_6d/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7_2.bn.bias" -> "Mixed_6d/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7_2.bn.running_mean" -> "Mixed_6d/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7_2.bn.running_var" -> "Mixed_6d/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d/branch7x7_2/bn/batch_norm/0" -> "Mixed_6d/branch7x7_2/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d/branch7x7_2/relu_/0" -> "Mixed_6d/branch7x7_3/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7_3.conv.weight" -> "Mixed_6d/branch7x7_3/conv/conv2d/0" [dtype=float, shape="(192, 160, 7, 1)"]; +"Mixed_6d/branch7x7_3/conv/conv2d/0" -> "Mixed_6d/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d.branch7x7_3.bn.weight" -> "Mixed_6d/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch7x7_3.bn.bias" -> "Mixed_6d/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch7x7_3.bn.running_mean" -> "Mixed_6d/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch7x7_3.bn.running_var" -> "Mixed_6d/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d/branch7x7_3/bn/batch_norm/0" -> "Mixed_6d/branch7x7_3/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d/branch7x7_3/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d.branch7x7dbl_1.conv.weight" -> "Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [dtype=float, shape="(160, 768, 1, 1)"]; +"Mixed_6d/branch7x7dbl_1/conv/conv2d/0" -> "Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7dbl_1.bn.weight" -> "Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_1.bn.bias" -> "Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_1.bn.running_mean" -> "Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_1.bn.running_var" -> "Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" -> "Mixed_6d/branch7x7dbl_1/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d/branch7x7dbl_1/relu_/0" -> "Mixed_6d/branch7x7dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7dbl_2.conv.weight" -> "Mixed_6d/branch7x7dbl_2/conv/conv2d/0" [dtype=float, shape="(160, 160, 7, 1)"]; +"Mixed_6d/branch7x7dbl_2/conv/conv2d/0" -> "Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7dbl_2.bn.weight" -> "Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_2.bn.bias" -> "Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_2.bn.running_mean" -> "Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_2.bn.running_var" -> "Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d/branch7x7dbl_2/bn/batch_norm/0" -> "Mixed_6d/branch7x7dbl_2/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d/branch7x7dbl_2/relu_/0" -> "Mixed_6d/branch7x7dbl_3/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7dbl_3.conv.weight" -> "Mixed_6d/branch7x7dbl_3/conv/conv2d/0" [dtype=float, shape="(160, 160, 1, 7)"]; +"Mixed_6d/branch7x7dbl_3/conv/conv2d/0" -> "Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7dbl_3.bn.weight" -> "Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_3.bn.bias" -> "Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_3.bn.running_mean" -> "Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_3.bn.running_var" -> "Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d/branch7x7dbl_3/bn/batch_norm/0" -> "Mixed_6d/branch7x7dbl_3/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d/branch7x7dbl_3/relu_/0" -> "Mixed_6d/branch7x7dbl_4/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7dbl_4.conv.weight" -> "Mixed_6d/branch7x7dbl_4/conv/conv2d/0" [dtype=float, shape="(160, 160, 7, 1)"]; +"Mixed_6d/branch7x7dbl_4/conv/conv2d/0" -> "Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7dbl_4.bn.weight" -> "Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_4.bn.bias" -> "Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_4.bn.running_mean" -> "Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d.branch7x7dbl_4.bn.running_var" -> "Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(160,)"]; +"Mixed_6d/branch7x7dbl_4/bn/batch_norm/0" -> "Mixed_6d/branch7x7dbl_4/relu_/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d/branch7x7dbl_4/relu_/0" -> "Mixed_6d/branch7x7dbl_5/conv/conv2d/0" [dtype=float, shape="(1, 160, 17, 17)"]; +"Mixed_6d.branch7x7dbl_5.conv.weight" -> "Mixed_6d/branch7x7dbl_5/conv/conv2d/0" [dtype=float, shape="(192, 160, 1, 7)"]; +"Mixed_6d/branch7x7dbl_5/conv/conv2d/0" -> "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d.branch7x7dbl_5.bn.weight" -> "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch7x7dbl_5.bn.bias" -> "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch7x7dbl_5.bn.running_mean" -> "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch7x7dbl_5.bn.running_var" -> "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6d/branch7x7dbl_5/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d/branch7x7dbl_5/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d/avg_pool2d/0" -> "Mixed_6d/branch_pool/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6d.branch_pool.conv.weight" -> "Mixed_6d/branch_pool/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6d/branch_pool/conv/conv2d/0" -> "Mixed_6d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d.branch_pool.bn.weight" -> "Mixed_6d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch_pool.bn.bias" -> "Mixed_6d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch_pool.bn.running_mean" -> "Mixed_6d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d.branch_pool.bn.running_var" -> "Mixed_6d/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6d/branch_pool/bn/batch_norm/0" -> "Mixed_6d/branch_pool/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d/branch_pool/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6d/cat/0" -> "Mixed_6e/branch1x1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6d/cat/0" -> "Mixed_6e/branch7x7_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6d/cat/0" -> "Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6d/cat/0" -> "Mixed_6e/avg_pool2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6e.branch1x1.conv.weight" -> "Mixed_6e/branch1x1/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6e/branch1x1/conv/conv2d/0" -> "Mixed_6e/branch1x1/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch1x1.bn.weight" -> "Mixed_6e/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch1x1.bn.bias" -> "Mixed_6e/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch1x1.bn.running_mean" -> "Mixed_6e/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch1x1.bn.running_var" -> "Mixed_6e/branch1x1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch1x1/bn/batch_norm/0" -> "Mixed_6e/branch1x1/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch1x1/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7_1.conv.weight" -> "Mixed_6e/branch7x7_1/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6e/branch7x7_1/conv/conv2d/0" -> "Mixed_6e/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7_1.bn.weight" -> "Mixed_6e/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7_1.bn.bias" -> "Mixed_6e/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7_1.bn.running_mean" -> "Mixed_6e/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7_1.bn.running_var" -> "Mixed_6e/branch7x7_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch7x7_1/bn/batch_norm/0" -> "Mixed_6e/branch7x7_1/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7_1/relu_/0" -> "Mixed_6e/branch7x7_2/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7_2.conv.weight" -> "Mixed_6e/branch7x7_2/conv/conv2d/0" [dtype=float, shape="(192, 192, 1, 7)"]; +"Mixed_6e/branch7x7_2/conv/conv2d/0" -> "Mixed_6e/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7_2.bn.weight" -> "Mixed_6e/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7_2.bn.bias" -> "Mixed_6e/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7_2.bn.running_mean" -> "Mixed_6e/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7_2.bn.running_var" -> "Mixed_6e/branch7x7_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch7x7_2/bn/batch_norm/0" -> "Mixed_6e/branch7x7_2/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7_2/relu_/0" -> "Mixed_6e/branch7x7_3/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7_3.conv.weight" -> "Mixed_6e/branch7x7_3/conv/conv2d/0" [dtype=float, shape="(192, 192, 7, 1)"]; +"Mixed_6e/branch7x7_3/conv/conv2d/0" -> "Mixed_6e/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7_3.bn.weight" -> "Mixed_6e/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7_3.bn.bias" -> "Mixed_6e/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7_3.bn.running_mean" -> "Mixed_6e/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7_3.bn.running_var" -> "Mixed_6e/branch7x7_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch7x7_3/bn/batch_norm/0" -> "Mixed_6e/branch7x7_3/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7_3/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_1.conv.weight" -> "Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6e/branch7x7dbl_1/conv/conv2d/0" -> "Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_1.bn.weight" -> "Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_1.bn.bias" -> "Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_1.bn.running_mean" -> "Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_1.bn.running_var" -> "Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" -> "Mixed_6e/branch7x7dbl_1/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7dbl_1/relu_/0" -> "Mixed_6e/branch7x7dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_2.conv.weight" -> "Mixed_6e/branch7x7dbl_2/conv/conv2d/0" [dtype=float, shape="(192, 192, 7, 1)"]; +"Mixed_6e/branch7x7dbl_2/conv/conv2d/0" -> "Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_2.bn.weight" -> "Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_2.bn.bias" -> "Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_2.bn.running_mean" -> "Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_2.bn.running_var" -> "Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch7x7dbl_2/bn/batch_norm/0" -> "Mixed_6e/branch7x7dbl_2/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7dbl_2/relu_/0" -> "Mixed_6e/branch7x7dbl_3/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_3.conv.weight" -> "Mixed_6e/branch7x7dbl_3/conv/conv2d/0" [dtype=float, shape="(192, 192, 1, 7)"]; +"Mixed_6e/branch7x7dbl_3/conv/conv2d/0" -> "Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_3.bn.weight" -> "Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_3.bn.bias" -> "Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_3.bn.running_mean" -> "Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_3.bn.running_var" -> "Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch7x7dbl_3/bn/batch_norm/0" -> "Mixed_6e/branch7x7dbl_3/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7dbl_3/relu_/0" -> "Mixed_6e/branch7x7dbl_4/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_4.conv.weight" -> "Mixed_6e/branch7x7dbl_4/conv/conv2d/0" [dtype=float, shape="(192, 192, 7, 1)"]; +"Mixed_6e/branch7x7dbl_4/conv/conv2d/0" -> "Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_4.bn.weight" -> "Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_4.bn.bias" -> "Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_4.bn.running_mean" -> "Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_4.bn.running_var" -> "Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch7x7dbl_4/bn/batch_norm/0" -> "Mixed_6e/branch7x7dbl_4/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7dbl_4/relu_/0" -> "Mixed_6e/branch7x7dbl_5/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_5.conv.weight" -> "Mixed_6e/branch7x7dbl_5/conv/conv2d/0" [dtype=float, shape="(192, 192, 1, 7)"]; +"Mixed_6e/branch7x7dbl_5/conv/conv2d/0" -> "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch7x7dbl_5.bn.weight" -> "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_5.bn.bias" -> "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_5.bn.running_mean" -> "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch7x7dbl_5.bn.running_var" -> "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6e/branch7x7dbl_5/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7dbl_5/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/avg_pool2d/0" -> "Mixed_6e/branch_pool/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6e.branch_pool.conv.weight" -> "Mixed_6e/branch_pool/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_6e/branch_pool/conv/conv2d/0" -> "Mixed_6e/branch_pool/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e.branch_pool.bn.weight" -> "Mixed_6e/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch_pool.bn.bias" -> "Mixed_6e/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch_pool.bn.running_mean" -> "Mixed_6e/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e.branch_pool.bn.running_var" -> "Mixed_6e/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_6e/branch_pool/bn/batch_norm/0" -> "Mixed_6e/branch_pool/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch_pool/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_6e/cat/0" -> "Mixed_7a/branch3x3_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6e/cat/0" -> "Mixed_7a/branch7x7x3_1/conv/conv2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_6e/cat/0" -> "Mixed_7a/max_pool2d/0" [dtype=float, shape="(1, 768, 17, 17)"]; +"Mixed_7a.branch3x3_1.conv.weight" -> "Mixed_7a/branch3x3_1/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_7a/branch3x3_1/conv/conv2d/0" -> "Mixed_7a/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a.branch3x3_1.bn.weight" -> "Mixed_7a/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch3x3_1.bn.bias" -> "Mixed_7a/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch3x3_1.bn.running_mean" -> "Mixed_7a/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch3x3_1.bn.running_var" -> "Mixed_7a/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a/branch3x3_1/bn/batch_norm/0" -> "Mixed_7a/branch3x3_1/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a/branch3x3_1/relu_/0" -> "Mixed_7a/branch3x3_2/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a.branch3x3_2.conv.weight" -> "Mixed_7a/branch3x3_2/conv/conv2d/0" [dtype=float, shape="(320, 192, 3, 3)"]; +"Mixed_7a/branch3x3_2/conv/conv2d/0" -> "Mixed_7a/branch3x3_2/bn/batch_norm/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"Mixed_7a.branch3x3_2.bn.weight" -> "Mixed_7a/branch3x3_2/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7a.branch3x3_2.bn.bias" -> "Mixed_7a/branch3x3_2/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7a.branch3x3_2.bn.running_mean" -> "Mixed_7a/branch3x3_2/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7a.branch3x3_2.bn.running_var" -> "Mixed_7a/branch3x3_2/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7a/branch3x3_2/bn/batch_norm/0" -> "Mixed_7a/branch3x3_2/relu_/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"Mixed_7a/branch3x3_2/relu_/0" -> "Mixed_7a/cat/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"Mixed_7a.branch7x7x3_1.conv.weight" -> "Mixed_7a/branch7x7x3_1/conv/conv2d/0" [dtype=float, shape="(192, 768, 1, 1)"]; +"Mixed_7a/branch7x7x3_1/conv/conv2d/0" -> "Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a.branch7x7x3_1.bn.weight" -> "Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_1.bn.bias" -> "Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_1.bn.running_mean" -> "Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_1.bn.running_var" -> "Mixed_7a/branch7x7x3_1/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a/branch7x7x3_1/bn/batch_norm/0" -> "Mixed_7a/branch7x7x3_1/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a/branch7x7x3_1/relu_/0" -> "Mixed_7a/branch7x7x3_2/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a.branch7x7x3_2.conv.weight" -> "Mixed_7a/branch7x7x3_2/conv/conv2d/0" [dtype=float, shape="(192, 192, 1, 7)"]; +"Mixed_7a/branch7x7x3_2/conv/conv2d/0" -> "Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a.branch7x7x3_2.bn.weight" -> "Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_2.bn.bias" -> "Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_2.bn.running_mean" -> "Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_2.bn.running_var" -> "Mixed_7a/branch7x7x3_2/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a/branch7x7x3_2/bn/batch_norm/0" -> "Mixed_7a/branch7x7x3_2/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a/branch7x7x3_2/relu_/0" -> "Mixed_7a/branch7x7x3_3/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a.branch7x7x3_3.conv.weight" -> "Mixed_7a/branch7x7x3_3/conv/conv2d/0" [dtype=float, shape="(192, 192, 7, 1)"]; +"Mixed_7a/branch7x7x3_3/conv/conv2d/0" -> "Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a.branch7x7x3_3.bn.weight" -> "Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_3.bn.bias" -> "Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_3.bn.running_mean" -> "Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_3.bn.running_var" -> "Mixed_7a/branch7x7x3_3/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a/branch7x7x3_3/bn/batch_norm/0" -> "Mixed_7a/branch7x7x3_3/relu_/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a/branch7x7x3_3/relu_/0" -> "Mixed_7a/branch7x7x3_4/conv/conv2d/0" [dtype=float, shape="(1, 192, 17, 17)"]; +"Mixed_7a.branch7x7x3_4.conv.weight" -> "Mixed_7a/branch7x7x3_4/conv/conv2d/0" [dtype=float, shape="(192, 192, 3, 3)"]; +"Mixed_7a/branch7x7x3_4/conv/conv2d/0" -> "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"Mixed_7a.branch7x7x3_4.bn.weight" -> "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_4.bn.bias" -> "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_4.bn.running_mean" -> "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a.branch7x7x3_4.bn.running_var" -> "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7a/branch7x7x3_4/bn/batch_norm/0" -> "Mixed_7a/branch7x7x3_4/relu_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"Mixed_7a/branch7x7x3_4/relu_/0" -> "Mixed_7a/cat/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"Mixed_7a/max_pool2d/0" -> "Mixed_7a/cat/0" [dtype=float, shape="(1, 768, 8, 8)"]; +"Mixed_7a/cat/0" -> "Mixed_7b/branch1x1/conv/conv2d/0" [dtype=float, shape="(1, 1280, 8, 8)"]; +"Mixed_7a/cat/0" -> "Mixed_7b/branch3x3_1/conv/conv2d/0" [dtype=float, shape="(1, 1280, 8, 8)"]; +"Mixed_7a/cat/0" -> "Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 1280, 8, 8)"]; +"Mixed_7a/cat/0" -> "Mixed_7b/avg_pool2d/0" [dtype=float, shape="(1, 1280, 8, 8)"]; +"Mixed_7b.branch1x1.conv.weight" -> "Mixed_7b/branch1x1/conv/conv2d/0" [dtype=float, shape="(320, 1280, 1, 1)"]; +"Mixed_7b/branch1x1/conv/conv2d/0" -> "Mixed_7b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"Mixed_7b.branch1x1.bn.weight" -> "Mixed_7b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7b.branch1x1.bn.bias" -> "Mixed_7b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7b.branch1x1.bn.running_mean" -> "Mixed_7b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7b.branch1x1.bn.running_var" -> "Mixed_7b/branch1x1/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7b/branch1x1/bn/batch_norm/0" -> "Mixed_7b/branch1x1/relu_/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"Mixed_7b/branch1x1/relu_/0" -> "Mixed_7b/cat/2" [dtype=float, shape="(1, 320, 8, 8)"]; +"Mixed_7b.branch3x3_1.conv.weight" -> "Mixed_7b/branch3x3_1/conv/conv2d/0" [dtype=float, shape="(384, 1280, 1, 1)"]; +"Mixed_7b/branch3x3_1/conv/conv2d/0" -> "Mixed_7b/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3_1.bn.weight" -> "Mixed_7b/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3_1.bn.bias" -> "Mixed_7b/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3_1.bn.running_mean" -> "Mixed_7b/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3_1.bn.running_var" -> "Mixed_7b/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b/branch3x3_1/bn/batch_norm/0" -> "Mixed_7b/branch3x3_1/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/branch3x3_1/relu_/0" -> "Mixed_7b/branch3x3_2a/conv/conv2d/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/branch3x3_1/relu_/0" -> "Mixed_7b/branch3x3_2b/conv/conv2d/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3_2a.conv.weight" -> "Mixed_7b/branch3x3_2a/conv/conv2d/0" [dtype=float, shape="(384, 384, 1, 3)"]; +"Mixed_7b/branch3x3_2a/conv/conv2d/0" -> "Mixed_7b/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3_2a.bn.weight" -> "Mixed_7b/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3_2a.bn.bias" -> "Mixed_7b/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3_2a.bn.running_mean" -> "Mixed_7b/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3_2a.bn.running_var" -> "Mixed_7b/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b/branch3x3_2a/bn/batch_norm/0" -> "Mixed_7b/branch3x3_2a/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/branch3x3_2a/relu_/0" -> "Mixed_7b/cat/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3_2b.conv.weight" -> "Mixed_7b/branch3x3_2b/conv/conv2d/0" [dtype=float, shape="(384, 384, 3, 1)"]; +"Mixed_7b/branch3x3_2b/conv/conv2d/0" -> "Mixed_7b/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3_2b.bn.weight" -> "Mixed_7b/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3_2b.bn.bias" -> "Mixed_7b/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3_2b.bn.running_mean" -> "Mixed_7b/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3_2b.bn.running_var" -> "Mixed_7b/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b/branch3x3_2b/bn/batch_norm/0" -> "Mixed_7b/branch3x3_2b/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/branch3x3_2b/relu_/0" -> "Mixed_7b/cat/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/cat/0" -> "Mixed_7b/cat/2" [dtype=float, shape="(1, 768, 8, 8)"]; +"Mixed_7b.branch3x3dbl_1.conv.weight" -> "Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(448, 1280, 1, 1)"]; +"Mixed_7b/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 448, 8, 8)"]; +"Mixed_7b.branch3x3dbl_1.bn.weight" -> "Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(448,)"]; +"Mixed_7b.branch3x3dbl_1.bn.bias" -> "Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(448,)"]; +"Mixed_7b.branch3x3dbl_1.bn.running_mean" -> "Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(448,)"]; +"Mixed_7b.branch3x3dbl_1.bn.running_var" -> "Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(448,)"]; +"Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" -> "Mixed_7b/branch3x3dbl_1/relu_/0" [dtype=float, shape="(1, 448, 8, 8)"]; +"Mixed_7b/branch3x3dbl_1/relu_/0" -> "Mixed_7b/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 448, 8, 8)"]; +"Mixed_7b.branch3x3dbl_2.conv.weight" -> "Mixed_7b/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(384, 448, 3, 3)"]; +"Mixed_7b/branch3x3dbl_2/conv/conv2d/0" -> "Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3dbl_2.bn.weight" -> "Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3dbl_2.bn.bias" -> "Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3dbl_2.bn.running_mean" -> "Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3dbl_2.bn.running_var" -> "Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b/branch3x3dbl_2/bn/batch_norm/0" -> "Mixed_7b/branch3x3dbl_2/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/branch3x3dbl_2/relu_/0" -> "Mixed_7b/branch3x3dbl_3a/conv/conv2d/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/branch3x3dbl_2/relu_/0" -> "Mixed_7b/branch3x3dbl_3b/conv/conv2d/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3dbl_3a.conv.weight" -> "Mixed_7b/branch3x3dbl_3a/conv/conv2d/0" [dtype=float, shape="(384, 384, 1, 3)"]; +"Mixed_7b/branch3x3dbl_3a/conv/conv2d/0" -> "Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3dbl_3a.bn.weight" -> "Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3dbl_3a.bn.bias" -> "Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3dbl_3a.bn.running_mean" -> "Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3dbl_3a.bn.running_var" -> "Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b/branch3x3dbl_3a/bn/batch_norm/0" -> "Mixed_7b/branch3x3dbl_3a/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/branch3x3dbl_3a/relu_/0" -> "Mixed_7b/cat/1" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3dbl_3b.conv.weight" -> "Mixed_7b/branch3x3dbl_3b/conv/conv2d/0" [dtype=float, shape="(384, 384, 3, 1)"]; +"Mixed_7b/branch3x3dbl_3b/conv/conv2d/0" -> "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b.branch3x3dbl_3b.bn.weight" -> "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3dbl_3b.bn.bias" -> "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3dbl_3b.bn.running_mean" -> "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b.branch3x3dbl_3b.bn.running_var" -> "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" -> "Mixed_7b/branch3x3dbl_3b/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/branch3x3dbl_3b/relu_/0" -> "Mixed_7b/cat/1" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7b/cat/1" -> "Mixed_7b/cat/2" [dtype=float, shape="(1, 768, 8, 8)"]; +"Mixed_7b/avg_pool2d/0" -> "Mixed_7b/branch_pool/conv/conv2d/0" [dtype=float, shape="(1, 1280, 8, 8)"]; +"Mixed_7b.branch_pool.conv.weight" -> "Mixed_7b/branch_pool/conv/conv2d/0" [dtype=float, shape="(192, 1280, 1, 1)"]; +"Mixed_7b/branch_pool/conv/conv2d/0" -> "Mixed_7b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"Mixed_7b.branch_pool.bn.weight" -> "Mixed_7b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7b.branch_pool.bn.bias" -> "Mixed_7b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7b.branch_pool.bn.running_mean" -> "Mixed_7b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7b.branch_pool.bn.running_var" -> "Mixed_7b/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7b/branch_pool/bn/batch_norm/0" -> "Mixed_7b/branch_pool/relu_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"Mixed_7b/branch_pool/relu_/0" -> "Mixed_7b/cat/2" [dtype=float, shape="(1, 192, 8, 8)"]; +"Mixed_7b/cat/2" -> "Mixed_7c/branch1x1/conv/conv2d/0" [dtype=float, shape="(1, 2048, 8, 8)"]; +"Mixed_7b/cat/2" -> "Mixed_7c/branch3x3_1/conv/conv2d/0" [dtype=float, shape="(1, 2048, 8, 8)"]; +"Mixed_7b/cat/2" -> "Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(1, 2048, 8, 8)"]; +"Mixed_7b/cat/2" -> "Mixed_7c/avg_pool2d/0" [dtype=float, shape="(1, 2048, 8, 8)"]; +"Mixed_7c.branch1x1.conv.weight" -> "Mixed_7c/branch1x1/conv/conv2d/0" [dtype=float, shape="(320, 2048, 1, 1)"]; +"Mixed_7c/branch1x1/conv/conv2d/0" -> "Mixed_7c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"Mixed_7c.branch1x1.bn.weight" -> "Mixed_7c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7c.branch1x1.bn.bias" -> "Mixed_7c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7c.branch1x1.bn.running_mean" -> "Mixed_7c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7c.branch1x1.bn.running_var" -> "Mixed_7c/branch1x1/bn/batch_norm/0" [dtype=float, shape="(320,)"]; +"Mixed_7c/branch1x1/bn/batch_norm/0" -> "Mixed_7c/branch1x1/relu_/0" [dtype=float, shape="(1, 320, 8, 8)"]; +"Mixed_7c/branch1x1/relu_/0" -> "Mixed_7c/cat/2" [dtype=float, shape="(1, 320, 8, 8)"]; +"Mixed_7c.branch3x3_1.conv.weight" -> "Mixed_7c/branch3x3_1/conv/conv2d/0" [dtype=float, shape="(384, 2048, 1, 1)"]; +"Mixed_7c/branch3x3_1/conv/conv2d/0" -> "Mixed_7c/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3_1.bn.weight" -> "Mixed_7c/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3_1.bn.bias" -> "Mixed_7c/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3_1.bn.running_mean" -> "Mixed_7c/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3_1.bn.running_var" -> "Mixed_7c/branch3x3_1/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c/branch3x3_1/bn/batch_norm/0" -> "Mixed_7c/branch3x3_1/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/branch3x3_1/relu_/0" -> "Mixed_7c/branch3x3_2a/conv/conv2d/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/branch3x3_1/relu_/0" -> "Mixed_7c/branch3x3_2b/conv/conv2d/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3_2a.conv.weight" -> "Mixed_7c/branch3x3_2a/conv/conv2d/0" [dtype=float, shape="(384, 384, 1, 3)"]; +"Mixed_7c/branch3x3_2a/conv/conv2d/0" -> "Mixed_7c/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3_2a.bn.weight" -> "Mixed_7c/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3_2a.bn.bias" -> "Mixed_7c/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3_2a.bn.running_mean" -> "Mixed_7c/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3_2a.bn.running_var" -> "Mixed_7c/branch3x3_2a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c/branch3x3_2a/bn/batch_norm/0" -> "Mixed_7c/branch3x3_2a/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/branch3x3_2a/relu_/0" -> "Mixed_7c/cat/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3_2b.conv.weight" -> "Mixed_7c/branch3x3_2b/conv/conv2d/0" [dtype=float, shape="(384, 384, 3, 1)"]; +"Mixed_7c/branch3x3_2b/conv/conv2d/0" -> "Mixed_7c/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3_2b.bn.weight" -> "Mixed_7c/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3_2b.bn.bias" -> "Mixed_7c/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3_2b.bn.running_mean" -> "Mixed_7c/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3_2b.bn.running_var" -> "Mixed_7c/branch3x3_2b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c/branch3x3_2b/bn/batch_norm/0" -> "Mixed_7c/branch3x3_2b/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/branch3x3_2b/relu_/0" -> "Mixed_7c/cat/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/cat/0" -> "Mixed_7c/cat/2" [dtype=float, shape="(1, 768, 8, 8)"]; +"Mixed_7c.branch3x3dbl_1.conv.weight" -> "Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, shape="(448, 2048, 1, 1)"]; +"Mixed_7c/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(1, 448, 8, 8)"]; +"Mixed_7c.branch3x3dbl_1.bn.weight" -> "Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(448,)"]; +"Mixed_7c.branch3x3dbl_1.bn.bias" -> "Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(448,)"]; +"Mixed_7c.branch3x3dbl_1.bn.running_mean" -> "Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(448,)"]; +"Mixed_7c.branch3x3dbl_1.bn.running_var" -> "Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, shape="(448,)"]; +"Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" -> "Mixed_7c/branch3x3dbl_1/relu_/0" [dtype=float, shape="(1, 448, 8, 8)"]; +"Mixed_7c/branch3x3dbl_1/relu_/0" -> "Mixed_7c/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(1, 448, 8, 8)"]; +"Mixed_7c.branch3x3dbl_2.conv.weight" -> "Mixed_7c/branch3x3dbl_2/conv/conv2d/0" [dtype=float, shape="(384, 448, 3, 3)"]; +"Mixed_7c/branch3x3dbl_2/conv/conv2d/0" -> "Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3dbl_2.bn.weight" -> "Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3dbl_2.bn.bias" -> "Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3dbl_2.bn.running_mean" -> "Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3dbl_2.bn.running_var" -> "Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c/branch3x3dbl_2/bn/batch_norm/0" -> "Mixed_7c/branch3x3dbl_2/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/branch3x3dbl_2/relu_/0" -> "Mixed_7c/branch3x3dbl_3a/conv/conv2d/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/branch3x3dbl_2/relu_/0" -> "Mixed_7c/branch3x3dbl_3b/conv/conv2d/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3dbl_3a.conv.weight" -> "Mixed_7c/branch3x3dbl_3a/conv/conv2d/0" [dtype=float, shape="(384, 384, 1, 3)"]; +"Mixed_7c/branch3x3dbl_3a/conv/conv2d/0" -> "Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3dbl_3a.bn.weight" -> "Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3dbl_3a.bn.bias" -> "Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3dbl_3a.bn.running_mean" -> "Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3dbl_3a.bn.running_var" -> "Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c/branch3x3dbl_3a/bn/batch_norm/0" -> "Mixed_7c/branch3x3dbl_3a/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/branch3x3dbl_3a/relu_/0" -> "Mixed_7c/cat/1" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3dbl_3b.conv.weight" -> "Mixed_7c/branch3x3dbl_3b/conv/conv2d/0" [dtype=float, shape="(384, 384, 3, 1)"]; +"Mixed_7c/branch3x3dbl_3b/conv/conv2d/0" -> "Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c.branch3x3dbl_3b.bn.weight" -> "Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3dbl_3b.bn.bias" -> "Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3dbl_3b.bn.running_mean" -> "Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c.branch3x3dbl_3b.bn.running_var" -> "Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, shape="(384,)"]; +"Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" -> "Mixed_7c/branch3x3dbl_3b/relu_/0" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/branch3x3dbl_3b/relu_/0" -> "Mixed_7c/cat/1" [dtype=float, shape="(1, 384, 8, 8)"]; +"Mixed_7c/cat/1" -> "Mixed_7c/cat/2" [dtype=float, shape="(1, 768, 8, 8)"]; +"Mixed_7c/avg_pool2d/0" -> "Mixed_7c/branch_pool/conv/conv2d/0" [dtype=float, shape="(1, 2048, 8, 8)"]; +"Mixed_7c.branch_pool.conv.weight" -> "Mixed_7c/branch_pool/conv/conv2d/0" [dtype=float, shape="(192, 2048, 1, 1)"]; +"Mixed_7c/branch_pool/conv/conv2d/0" -> "Mixed_7c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"Mixed_7c.branch_pool.bn.weight" -> "Mixed_7c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7c.branch_pool.bn.bias" -> "Mixed_7c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7c.branch_pool.bn.running_mean" -> "Mixed_7c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7c.branch_pool.bn.running_var" -> "Mixed_7c/branch_pool/bn/batch_norm/0" [dtype=float, shape="(192,)"]; +"Mixed_7c/branch_pool/bn/batch_norm/0" -> "Mixed_7c/branch_pool/relu_/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"Mixed_7c/branch_pool/relu_/0" -> "Mixed_7c/cat/2" [dtype=float, shape="(1, 192, 8, 8)"]; +"Mixed_7c/cat/2" -> "avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 2048, 8, 8)"]; +"avgpool/adaptive_avg_pool2d/0" -> "dropout/dropout/0" [dtype=float, shape="(1, 2048, 1, 1)"]; +"dropout/dropout/0" -> "/flatten/0" [dtype=float, shape="(1, 2048, 1, 1)"]; +"/flatten/0" -> "fc/linear/0" [dtype=float, shape="(1, 2048)"]; +"fc.weight" -> "fc/linear/0" [dtype=float, shape="(1000, 2048)"]; +"fc.bias" -> "fc/linear/0" [dtype=float, shape="(1000,)"]; +"fc/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_mobilenet_v2.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_mobilenet_v2.dot index 988f40b9c84..af2240b92b7 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_mobilenet_v2.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_mobilenet_v2.dot @@ -1,845 +1,845 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 features.0.0.weight" [id=1, type=nncf_model_const]; -"2 features/0/0/conv2d/0" [id=2, type=conv2d]; -"3 features.0.1.weight" [id=3, type=nncf_model_const]; -"4 features.0.1.bias" [id=4, type=nncf_model_const]; -"5 features.0.1.running_mean" [id=5, type=nncf_model_const]; -"6 features.0.1.running_var" [id=6, type=nncf_model_const]; -"7 features/0/1/batch_norm/0" [id=7, type=batch_norm]; -"8 features/0/2/hardtanh/0" [id=8, type=hardtanh]; -"9 features.1.conv.0.0.weight" [id=9, type=nncf_model_const]; -"10 features/1/conv/0/0/conv2d/0" [id=10, type=conv2d]; -"11 features.1.conv.0.1.weight" [id=11, type=nncf_model_const]; -"12 features.1.conv.0.1.bias" [id=12, type=nncf_model_const]; -"13 features.1.conv.0.1.running_mean" [id=13, type=nncf_model_const]; -"14 features.1.conv.0.1.running_var" [id=14, type=nncf_model_const]; -"15 features/1/conv/0/1/batch_norm/0" [id=15, type=batch_norm]; -"16 features/1/conv/0/2/hardtanh/0" [id=16, type=hardtanh]; -"17 features.1.conv.1.weight" [id=17, type=nncf_model_const]; -"18 features/1/conv/1/conv2d/0" [id=18, type=conv2d]; -"19 features.1.conv.2.weight" [id=19, type=nncf_model_const]; -"20 features.1.conv.2.bias" [id=20, type=nncf_model_const]; -"21 features.1.conv.2.running_mean" [id=21, type=nncf_model_const]; -"22 features.1.conv.2.running_var" [id=22, type=nncf_model_const]; -"23 features/1/conv/2/batch_norm/0" [id=23, type=batch_norm]; -"24 features.2.conv.0.0.weight" [id=24, type=nncf_model_const]; -"25 features/2/conv/0/0/conv2d/0" [id=25, type=conv2d]; -"26 features.2.conv.0.1.weight" [id=26, type=nncf_model_const]; -"27 features.2.conv.0.1.bias" [id=27, type=nncf_model_const]; -"28 features.2.conv.0.1.running_mean" [id=28, type=nncf_model_const]; -"29 features.2.conv.0.1.running_var" [id=29, type=nncf_model_const]; -"30 features/2/conv/0/1/batch_norm/0" [id=30, type=batch_norm]; -"31 features/2/conv/0/2/hardtanh/0" [id=31, type=hardtanh]; -"32 features.2.conv.1.0.weight" [id=32, type=nncf_model_const]; -"33 features/2/conv/1/0/conv2d/0" [id=33, type=conv2d]; -"34 features.2.conv.1.1.weight" [id=34, type=nncf_model_const]; -"35 features.2.conv.1.1.bias" [id=35, type=nncf_model_const]; -"36 features.2.conv.1.1.running_mean" [id=36, type=nncf_model_const]; -"37 features.2.conv.1.1.running_var" [id=37, type=nncf_model_const]; -"38 features/2/conv/1/1/batch_norm/0" [id=38, type=batch_norm]; -"39 features/2/conv/1/2/hardtanh/0" [id=39, type=hardtanh]; -"40 features.2.conv.2.weight" [id=40, type=nncf_model_const]; -"41 features/2/conv/2/conv2d/0" [id=41, type=conv2d]; -"42 features.2.conv.3.weight" [id=42, type=nncf_model_const]; -"43 features.2.conv.3.bias" [id=43, type=nncf_model_const]; -"44 features.2.conv.3.running_mean" [id=44, type=nncf_model_const]; -"45 features.2.conv.3.running_var" [id=45, type=nncf_model_const]; -"46 features/2/conv/3/batch_norm/0" [id=46, type=batch_norm]; -"47 features.3.conv.0.0.weight" [id=47, type=nncf_model_const]; -"48 features/3/conv/0/0/conv2d/0" [id=48, type=conv2d]; -"49 features.3.conv.0.1.weight" [id=49, type=nncf_model_const]; -"50 features.3.conv.0.1.bias" [id=50, type=nncf_model_const]; -"51 features.3.conv.0.1.running_mean" [id=51, type=nncf_model_const]; -"52 features.3.conv.0.1.running_var" [id=52, type=nncf_model_const]; -"53 features/3/conv/0/1/batch_norm/0" [id=53, type=batch_norm]; -"54 features/3/conv/0/2/hardtanh/0" [id=54, type=hardtanh]; -"55 features.3.conv.1.0.weight" [id=55, type=nncf_model_const]; -"56 features/3/conv/1/0/conv2d/0" [id=56, type=conv2d]; -"57 features.3.conv.1.1.weight" [id=57, type=nncf_model_const]; -"58 features.3.conv.1.1.bias" [id=58, type=nncf_model_const]; -"59 features.3.conv.1.1.running_mean" [id=59, type=nncf_model_const]; -"60 features.3.conv.1.1.running_var" [id=60, type=nncf_model_const]; -"61 features/3/conv/1/1/batch_norm/0" [id=61, type=batch_norm]; -"62 features/3/conv/1/2/hardtanh/0" [id=62, type=hardtanh]; -"63 features.3.conv.2.weight" [id=63, type=nncf_model_const]; -"64 features/3/conv/2/conv2d/0" [id=64, type=conv2d]; -"65 features.3.conv.3.weight" [id=65, type=nncf_model_const]; -"66 features.3.conv.3.bias" [id=66, type=nncf_model_const]; -"67 features.3.conv.3.running_mean" [id=67, type=nncf_model_const]; -"68 features.3.conv.3.running_var" [id=68, type=nncf_model_const]; -"69 features/3/conv/3/batch_norm/0" [id=69, type=batch_norm]; -"70 features/3/add/0" [id=70, type=add]; -"71 features.4.conv.0.0.weight" [id=71, type=nncf_model_const]; -"72 features/4/conv/0/0/conv2d/0" [id=72, type=conv2d]; -"73 features.4.conv.0.1.weight" [id=73, type=nncf_model_const]; -"74 features.4.conv.0.1.bias" [id=74, type=nncf_model_const]; -"75 features.4.conv.0.1.running_mean" [id=75, type=nncf_model_const]; -"76 features.4.conv.0.1.running_var" [id=76, type=nncf_model_const]; -"77 features/4/conv/0/1/batch_norm/0" [id=77, type=batch_norm]; -"78 features/4/conv/0/2/hardtanh/0" [id=78, type=hardtanh]; -"79 features.4.conv.1.0.weight" [id=79, type=nncf_model_const]; -"80 features/4/conv/1/0/conv2d/0" [id=80, type=conv2d]; -"81 features.4.conv.1.1.weight" [id=81, type=nncf_model_const]; -"82 features.4.conv.1.1.bias" [id=82, type=nncf_model_const]; -"83 features.4.conv.1.1.running_mean" [id=83, type=nncf_model_const]; -"84 features.4.conv.1.1.running_var" [id=84, type=nncf_model_const]; -"85 features/4/conv/1/1/batch_norm/0" [id=85, type=batch_norm]; -"86 features/4/conv/1/2/hardtanh/0" [id=86, type=hardtanh]; -"87 features.4.conv.2.weight" [id=87, type=nncf_model_const]; -"88 features/4/conv/2/conv2d/0" [id=88, type=conv2d]; -"89 features.4.conv.3.weight" [id=89, type=nncf_model_const]; -"90 features.4.conv.3.bias" [id=90, type=nncf_model_const]; -"91 features.4.conv.3.running_mean" [id=91, type=nncf_model_const]; -"92 features.4.conv.3.running_var" [id=92, type=nncf_model_const]; -"93 features/4/conv/3/batch_norm/0" [id=93, type=batch_norm]; -"94 features.5.conv.0.0.weight" [id=94, type=nncf_model_const]; -"95 features/5/conv/0/0/conv2d/0" [id=95, type=conv2d]; -"96 features.5.conv.0.1.weight" [id=96, type=nncf_model_const]; -"97 features.5.conv.0.1.bias" [id=97, type=nncf_model_const]; -"98 features.5.conv.0.1.running_mean" [id=98, type=nncf_model_const]; -"99 features.5.conv.0.1.running_var" [id=99, type=nncf_model_const]; -"100 features/5/conv/0/1/batch_norm/0" [id=100, type=batch_norm]; -"101 features/5/conv/0/2/hardtanh/0" [id=101, type=hardtanh]; -"102 features.5.conv.1.0.weight" [id=102, type=nncf_model_const]; -"103 features/5/conv/1/0/conv2d/0" [id=103, type=conv2d]; -"104 features.5.conv.1.1.weight" [id=104, type=nncf_model_const]; -"105 features.5.conv.1.1.bias" [id=105, type=nncf_model_const]; -"106 features.5.conv.1.1.running_mean" [id=106, type=nncf_model_const]; -"107 features.5.conv.1.1.running_var" [id=107, type=nncf_model_const]; -"108 features/5/conv/1/1/batch_norm/0" [id=108, type=batch_norm]; -"109 features/5/conv/1/2/hardtanh/0" [id=109, type=hardtanh]; -"110 features.5.conv.2.weight" [id=110, type=nncf_model_const]; -"111 features/5/conv/2/conv2d/0" [id=111, type=conv2d]; -"112 features.5.conv.3.weight" [id=112, type=nncf_model_const]; -"113 features.5.conv.3.bias" [id=113, type=nncf_model_const]; -"114 features.5.conv.3.running_mean" [id=114, type=nncf_model_const]; -"115 features.5.conv.3.running_var" [id=115, type=nncf_model_const]; -"116 features/5/conv/3/batch_norm/0" [id=116, type=batch_norm]; -"117 features/5/add/0" [id=117, type=add]; -"118 features.6.conv.0.0.weight" [id=118, type=nncf_model_const]; -"119 features/6/conv/0/0/conv2d/0" [id=119, type=conv2d]; -"120 features.6.conv.0.1.weight" [id=120, type=nncf_model_const]; -"121 features.6.conv.0.1.bias" [id=121, type=nncf_model_const]; -"122 features.6.conv.0.1.running_mean" [id=122, type=nncf_model_const]; -"123 features.6.conv.0.1.running_var" [id=123, type=nncf_model_const]; -"124 features/6/conv/0/1/batch_norm/0" [id=124, type=batch_norm]; -"125 features/6/conv/0/2/hardtanh/0" [id=125, type=hardtanh]; -"126 features.6.conv.1.0.weight" [id=126, type=nncf_model_const]; -"127 features/6/conv/1/0/conv2d/0" [id=127, type=conv2d]; -"128 features.6.conv.1.1.weight" [id=128, type=nncf_model_const]; -"129 features.6.conv.1.1.bias" [id=129, type=nncf_model_const]; -"130 features.6.conv.1.1.running_mean" [id=130, type=nncf_model_const]; -"131 features.6.conv.1.1.running_var" [id=131, type=nncf_model_const]; -"132 features/6/conv/1/1/batch_norm/0" [id=132, type=batch_norm]; -"133 features/6/conv/1/2/hardtanh/0" [id=133, type=hardtanh]; -"134 features.6.conv.2.weight" [id=134, type=nncf_model_const]; -"135 features/6/conv/2/conv2d/0" [id=135, type=conv2d]; -"136 features.6.conv.3.weight" [id=136, type=nncf_model_const]; -"137 features.6.conv.3.bias" [id=137, type=nncf_model_const]; -"138 features.6.conv.3.running_mean" [id=138, type=nncf_model_const]; -"139 features.6.conv.3.running_var" [id=139, type=nncf_model_const]; -"140 features/6/conv/3/batch_norm/0" [id=140, type=batch_norm]; -"141 features/6/add/0" [id=141, type=add]; -"142 features.7.conv.0.0.weight" [id=142, type=nncf_model_const]; -"143 features/7/conv/0/0/conv2d/0" [id=143, type=conv2d]; -"144 features.7.conv.0.1.weight" [id=144, type=nncf_model_const]; -"145 features.7.conv.0.1.bias" [id=145, type=nncf_model_const]; -"146 features.7.conv.0.1.running_mean" [id=146, type=nncf_model_const]; -"147 features.7.conv.0.1.running_var" [id=147, type=nncf_model_const]; -"148 features/7/conv/0/1/batch_norm/0" [id=148, type=batch_norm]; -"149 features/7/conv/0/2/hardtanh/0" [id=149, type=hardtanh]; -"150 features.7.conv.1.0.weight" [id=150, type=nncf_model_const]; -"151 features/7/conv/1/0/conv2d/0" [id=151, type=conv2d]; -"152 features.7.conv.1.1.weight" [id=152, type=nncf_model_const]; -"153 features.7.conv.1.1.bias" [id=153, type=nncf_model_const]; -"154 features.7.conv.1.1.running_mean" [id=154, type=nncf_model_const]; -"155 features.7.conv.1.1.running_var" [id=155, type=nncf_model_const]; -"156 features/7/conv/1/1/batch_norm/0" [id=156, type=batch_norm]; -"157 features/7/conv/1/2/hardtanh/0" [id=157, type=hardtanh]; -"158 features.7.conv.2.weight" [id=158, type=nncf_model_const]; -"159 features/7/conv/2/conv2d/0" [id=159, type=conv2d]; -"160 features.7.conv.3.weight" [id=160, type=nncf_model_const]; -"161 features.7.conv.3.bias" [id=161, type=nncf_model_const]; -"162 features.7.conv.3.running_mean" [id=162, type=nncf_model_const]; -"163 features.7.conv.3.running_var" [id=163, type=nncf_model_const]; -"164 features/7/conv/3/batch_norm/0" [id=164, type=batch_norm]; -"165 features.8.conv.0.0.weight" [id=165, type=nncf_model_const]; -"166 features/8/conv/0/0/conv2d/0" [id=166, type=conv2d]; -"167 features.8.conv.0.1.weight" [id=167, type=nncf_model_const]; -"168 features.8.conv.0.1.bias" [id=168, type=nncf_model_const]; -"169 features.8.conv.0.1.running_mean" [id=169, type=nncf_model_const]; -"170 features.8.conv.0.1.running_var" [id=170, type=nncf_model_const]; -"171 features/8/conv/0/1/batch_norm/0" [id=171, type=batch_norm]; -"172 features/8/conv/0/2/hardtanh/0" [id=172, type=hardtanh]; -"173 features.8.conv.1.0.weight" [id=173, type=nncf_model_const]; -"174 features/8/conv/1/0/conv2d/0" [id=174, type=conv2d]; -"175 features.8.conv.1.1.weight" [id=175, type=nncf_model_const]; -"176 features.8.conv.1.1.bias" [id=176, type=nncf_model_const]; -"177 features.8.conv.1.1.running_mean" [id=177, type=nncf_model_const]; -"178 features.8.conv.1.1.running_var" [id=178, type=nncf_model_const]; -"179 features/8/conv/1/1/batch_norm/0" [id=179, type=batch_norm]; -"180 features/8/conv/1/2/hardtanh/0" [id=180, type=hardtanh]; -"181 features.8.conv.2.weight" [id=181, type=nncf_model_const]; -"182 features/8/conv/2/conv2d/0" [id=182, type=conv2d]; -"183 features.8.conv.3.weight" [id=183, type=nncf_model_const]; -"184 features.8.conv.3.bias" [id=184, type=nncf_model_const]; -"185 features.8.conv.3.running_mean" [id=185, type=nncf_model_const]; -"186 features.8.conv.3.running_var" [id=186, type=nncf_model_const]; -"187 features/8/conv/3/batch_norm/0" [id=187, type=batch_norm]; -"188 features/8/add/0" [id=188, type=add]; -"189 features.9.conv.0.0.weight" [id=189, type=nncf_model_const]; -"190 features/9/conv/0/0/conv2d/0" [id=190, type=conv2d]; -"191 features.9.conv.0.1.weight" [id=191, type=nncf_model_const]; -"192 features.9.conv.0.1.bias" [id=192, type=nncf_model_const]; -"193 features.9.conv.0.1.running_mean" [id=193, type=nncf_model_const]; -"194 features.9.conv.0.1.running_var" [id=194, type=nncf_model_const]; -"195 features/9/conv/0/1/batch_norm/0" [id=195, type=batch_norm]; -"196 features/9/conv/0/2/hardtanh/0" [id=196, type=hardtanh]; -"197 features.9.conv.1.0.weight" [id=197, type=nncf_model_const]; -"198 features/9/conv/1/0/conv2d/0" [id=198, type=conv2d]; -"199 features.9.conv.1.1.weight" [id=199, type=nncf_model_const]; -"200 features.9.conv.1.1.bias" [id=200, type=nncf_model_const]; -"201 features.9.conv.1.1.running_mean" [id=201, type=nncf_model_const]; -"202 features.9.conv.1.1.running_var" [id=202, type=nncf_model_const]; -"203 features/9/conv/1/1/batch_norm/0" [id=203, type=batch_norm]; -"204 features/9/conv/1/2/hardtanh/0" [id=204, type=hardtanh]; -"205 features.9.conv.2.weight" [id=205, type=nncf_model_const]; -"206 features/9/conv/2/conv2d/0" [id=206, type=conv2d]; -"207 features.9.conv.3.weight" [id=207, type=nncf_model_const]; -"208 features.9.conv.3.bias" [id=208, type=nncf_model_const]; -"209 features.9.conv.3.running_mean" [id=209, type=nncf_model_const]; -"210 features.9.conv.3.running_var" [id=210, type=nncf_model_const]; -"211 features/9/conv/3/batch_norm/0" [id=211, type=batch_norm]; -"212 features/9/add/0" [id=212, type=add]; -"213 features.10.conv.0.0.weight" [id=213, type=nncf_model_const]; -"214 features/10/conv/0/0/conv2d/0" [id=214, type=conv2d]; -"215 features.10.conv.0.1.weight" [id=215, type=nncf_model_const]; -"216 features.10.conv.0.1.bias" [id=216, type=nncf_model_const]; -"217 features.10.conv.0.1.running_mean" [id=217, type=nncf_model_const]; -"218 features.10.conv.0.1.running_var" [id=218, type=nncf_model_const]; -"219 features/10/conv/0/1/batch_norm/0" [id=219, type=batch_norm]; -"220 features/10/conv/0/2/hardtanh/0" [id=220, type=hardtanh]; -"221 features.10.conv.1.0.weight" [id=221, type=nncf_model_const]; -"222 features/10/conv/1/0/conv2d/0" [id=222, type=conv2d]; -"223 features.10.conv.1.1.weight" [id=223, type=nncf_model_const]; -"224 features.10.conv.1.1.bias" [id=224, type=nncf_model_const]; -"225 features.10.conv.1.1.running_mean" [id=225, type=nncf_model_const]; -"226 features.10.conv.1.1.running_var" [id=226, type=nncf_model_const]; -"227 features/10/conv/1/1/batch_norm/0" [id=227, type=batch_norm]; -"228 features/10/conv/1/2/hardtanh/0" [id=228, type=hardtanh]; -"229 features.10.conv.2.weight" [id=229, type=nncf_model_const]; -"230 features/10/conv/2/conv2d/0" [id=230, type=conv2d]; -"231 features.10.conv.3.weight" [id=231, type=nncf_model_const]; -"232 features.10.conv.3.bias" [id=232, type=nncf_model_const]; -"233 features.10.conv.3.running_mean" [id=233, type=nncf_model_const]; -"234 features.10.conv.3.running_var" [id=234, type=nncf_model_const]; -"235 features/10/conv/3/batch_norm/0" [id=235, type=batch_norm]; -"236 features/10/add/0" [id=236, type=add]; -"237 features.11.conv.0.0.weight" [id=237, type=nncf_model_const]; -"238 features/11/conv/0/0/conv2d/0" [id=238, type=conv2d]; -"239 features.11.conv.0.1.weight" [id=239, type=nncf_model_const]; -"240 features.11.conv.0.1.bias" [id=240, type=nncf_model_const]; -"241 features.11.conv.0.1.running_mean" [id=241, type=nncf_model_const]; -"242 features.11.conv.0.1.running_var" [id=242, type=nncf_model_const]; -"243 features/11/conv/0/1/batch_norm/0" [id=243, type=batch_norm]; -"244 features/11/conv/0/2/hardtanh/0" [id=244, type=hardtanh]; -"245 features.11.conv.1.0.weight" [id=245, type=nncf_model_const]; -"246 features/11/conv/1/0/conv2d/0" [id=246, type=conv2d]; -"247 features.11.conv.1.1.weight" [id=247, type=nncf_model_const]; -"248 features.11.conv.1.1.bias" [id=248, type=nncf_model_const]; -"249 features.11.conv.1.1.running_mean" [id=249, type=nncf_model_const]; -"250 features.11.conv.1.1.running_var" [id=250, type=nncf_model_const]; -"251 features/11/conv/1/1/batch_norm/0" [id=251, type=batch_norm]; -"252 features/11/conv/1/2/hardtanh/0" [id=252, type=hardtanh]; -"253 features.11.conv.2.weight" [id=253, type=nncf_model_const]; -"254 features/11/conv/2/conv2d/0" [id=254, type=conv2d]; -"255 features.11.conv.3.weight" [id=255, type=nncf_model_const]; -"256 features.11.conv.3.bias" [id=256, type=nncf_model_const]; -"257 features.11.conv.3.running_mean" [id=257, type=nncf_model_const]; -"258 features.11.conv.3.running_var" [id=258, type=nncf_model_const]; -"259 features/11/conv/3/batch_norm/0" [id=259, type=batch_norm]; -"260 features.12.conv.0.0.weight" [id=260, type=nncf_model_const]; -"261 features/12/conv/0/0/conv2d/0" [id=261, type=conv2d]; -"262 features.12.conv.0.1.weight" [id=262, type=nncf_model_const]; -"263 features.12.conv.0.1.bias" [id=263, type=nncf_model_const]; -"264 features.12.conv.0.1.running_mean" [id=264, type=nncf_model_const]; -"265 features.12.conv.0.1.running_var" [id=265, type=nncf_model_const]; -"266 features/12/conv/0/1/batch_norm/0" [id=266, type=batch_norm]; -"267 features/12/conv/0/2/hardtanh/0" [id=267, type=hardtanh]; -"268 features.12.conv.1.0.weight" [id=268, type=nncf_model_const]; -"269 features/12/conv/1/0/conv2d/0" [id=269, type=conv2d]; -"270 features.12.conv.1.1.weight" [id=270, type=nncf_model_const]; -"271 features.12.conv.1.1.bias" [id=271, type=nncf_model_const]; -"272 features.12.conv.1.1.running_mean" [id=272, type=nncf_model_const]; -"273 features.12.conv.1.1.running_var" [id=273, type=nncf_model_const]; -"274 features/12/conv/1/1/batch_norm/0" [id=274, type=batch_norm]; -"275 features/12/conv/1/2/hardtanh/0" [id=275, type=hardtanh]; -"276 features.12.conv.2.weight" [id=276, type=nncf_model_const]; -"277 features/12/conv/2/conv2d/0" [id=277, type=conv2d]; -"278 features.12.conv.3.weight" [id=278, type=nncf_model_const]; -"279 features.12.conv.3.bias" [id=279, type=nncf_model_const]; -"280 features.12.conv.3.running_mean" [id=280, type=nncf_model_const]; -"281 features.12.conv.3.running_var" [id=281, type=nncf_model_const]; -"282 features/12/conv/3/batch_norm/0" [id=282, type=batch_norm]; -"283 features/12/add/0" [id=283, type=add]; -"284 features.13.conv.0.0.weight" [id=284, type=nncf_model_const]; -"285 features/13/conv/0/0/conv2d/0" [id=285, type=conv2d]; -"286 features.13.conv.0.1.weight" [id=286, type=nncf_model_const]; -"287 features.13.conv.0.1.bias" [id=287, type=nncf_model_const]; -"288 features.13.conv.0.1.running_mean" [id=288, type=nncf_model_const]; -"289 features.13.conv.0.1.running_var" [id=289, type=nncf_model_const]; -"290 features/13/conv/0/1/batch_norm/0" [id=290, type=batch_norm]; -"291 features/13/conv/0/2/hardtanh/0" [id=291, type=hardtanh]; -"292 features.13.conv.1.0.weight" [id=292, type=nncf_model_const]; -"293 features/13/conv/1/0/conv2d/0" [id=293, type=conv2d]; -"294 features.13.conv.1.1.weight" [id=294, type=nncf_model_const]; -"295 features.13.conv.1.1.bias" [id=295, type=nncf_model_const]; -"296 features.13.conv.1.1.running_mean" [id=296, type=nncf_model_const]; -"297 features.13.conv.1.1.running_var" [id=297, type=nncf_model_const]; -"298 features/13/conv/1/1/batch_norm/0" [id=298, type=batch_norm]; -"299 features/13/conv/1/2/hardtanh/0" [id=299, type=hardtanh]; -"300 features.13.conv.2.weight" [id=300, type=nncf_model_const]; -"301 features/13/conv/2/conv2d/0" [id=301, type=conv2d]; -"302 features.13.conv.3.weight" [id=302, type=nncf_model_const]; -"303 features.13.conv.3.bias" [id=303, type=nncf_model_const]; -"304 features.13.conv.3.running_mean" [id=304, type=nncf_model_const]; -"305 features.13.conv.3.running_var" [id=305, type=nncf_model_const]; -"306 features/13/conv/3/batch_norm/0" [id=306, type=batch_norm]; -"307 features/13/add/0" [id=307, type=add]; -"308 features.14.conv.0.0.weight" [id=308, type=nncf_model_const]; -"309 features/14/conv/0/0/conv2d/0" [id=309, type=conv2d]; -"310 features.14.conv.0.1.weight" [id=310, type=nncf_model_const]; -"311 features.14.conv.0.1.bias" [id=311, type=nncf_model_const]; -"312 features.14.conv.0.1.running_mean" [id=312, type=nncf_model_const]; -"313 features.14.conv.0.1.running_var" [id=313, type=nncf_model_const]; -"314 features/14/conv/0/1/batch_norm/0" [id=314, type=batch_norm]; -"315 features/14/conv/0/2/hardtanh/0" [id=315, type=hardtanh]; -"316 features.14.conv.1.0.weight" [id=316, type=nncf_model_const]; -"317 features/14/conv/1/0/conv2d/0" [id=317, type=conv2d]; -"318 features.14.conv.1.1.weight" [id=318, type=nncf_model_const]; -"319 features.14.conv.1.1.bias" [id=319, type=nncf_model_const]; -"320 features.14.conv.1.1.running_mean" [id=320, type=nncf_model_const]; -"321 features.14.conv.1.1.running_var" [id=321, type=nncf_model_const]; -"322 features/14/conv/1/1/batch_norm/0" [id=322, type=batch_norm]; -"323 features/14/conv/1/2/hardtanh/0" [id=323, type=hardtanh]; -"324 features.14.conv.2.weight" [id=324, type=nncf_model_const]; -"325 features/14/conv/2/conv2d/0" [id=325, type=conv2d]; -"326 features.14.conv.3.weight" [id=326, type=nncf_model_const]; -"327 features.14.conv.3.bias" [id=327, type=nncf_model_const]; -"328 features.14.conv.3.running_mean" [id=328, type=nncf_model_const]; -"329 features.14.conv.3.running_var" [id=329, type=nncf_model_const]; -"330 features/14/conv/3/batch_norm/0" [id=330, type=batch_norm]; -"331 features.15.conv.0.0.weight" [id=331, type=nncf_model_const]; -"332 features/15/conv/0/0/conv2d/0" [id=332, type=conv2d]; -"333 features.15.conv.0.1.weight" [id=333, type=nncf_model_const]; -"334 features.15.conv.0.1.bias" [id=334, type=nncf_model_const]; -"335 features.15.conv.0.1.running_mean" [id=335, type=nncf_model_const]; -"336 features.15.conv.0.1.running_var" [id=336, type=nncf_model_const]; -"337 features/15/conv/0/1/batch_norm/0" [id=337, type=batch_norm]; -"338 features/15/conv/0/2/hardtanh/0" [id=338, type=hardtanh]; -"339 features.15.conv.1.0.weight" [id=339, type=nncf_model_const]; -"340 features/15/conv/1/0/conv2d/0" [id=340, type=conv2d]; -"341 features.15.conv.1.1.weight" [id=341, type=nncf_model_const]; -"342 features.15.conv.1.1.bias" [id=342, type=nncf_model_const]; -"343 features.15.conv.1.1.running_mean" [id=343, type=nncf_model_const]; -"344 features.15.conv.1.1.running_var" [id=344, type=nncf_model_const]; -"345 features/15/conv/1/1/batch_norm/0" [id=345, type=batch_norm]; -"346 features/15/conv/1/2/hardtanh/0" [id=346, type=hardtanh]; -"347 features.15.conv.2.weight" [id=347, type=nncf_model_const]; -"348 features/15/conv/2/conv2d/0" [id=348, type=conv2d]; -"349 features.15.conv.3.weight" [id=349, type=nncf_model_const]; -"350 features.15.conv.3.bias" [id=350, type=nncf_model_const]; -"351 features.15.conv.3.running_mean" [id=351, type=nncf_model_const]; -"352 features.15.conv.3.running_var" [id=352, type=nncf_model_const]; -"353 features/15/conv/3/batch_norm/0" [id=353, type=batch_norm]; -"354 features/15/add/0" [id=354, type=add]; -"355 features.16.conv.0.0.weight" [id=355, type=nncf_model_const]; -"356 features/16/conv/0/0/conv2d/0" [id=356, type=conv2d]; -"357 features.16.conv.0.1.weight" [id=357, type=nncf_model_const]; -"358 features.16.conv.0.1.bias" [id=358, type=nncf_model_const]; -"359 features.16.conv.0.1.running_mean" [id=359, type=nncf_model_const]; -"360 features.16.conv.0.1.running_var" [id=360, type=nncf_model_const]; -"361 features/16/conv/0/1/batch_norm/0" [id=361, type=batch_norm]; -"362 features/16/conv/0/2/hardtanh/0" [id=362, type=hardtanh]; -"363 features.16.conv.1.0.weight" [id=363, type=nncf_model_const]; -"364 features/16/conv/1/0/conv2d/0" [id=364, type=conv2d]; -"365 features.16.conv.1.1.weight" [id=365, type=nncf_model_const]; -"366 features.16.conv.1.1.bias" [id=366, type=nncf_model_const]; -"367 features.16.conv.1.1.running_mean" [id=367, type=nncf_model_const]; -"368 features.16.conv.1.1.running_var" [id=368, type=nncf_model_const]; -"369 features/16/conv/1/1/batch_norm/0" [id=369, type=batch_norm]; -"370 features/16/conv/1/2/hardtanh/0" [id=370, type=hardtanh]; -"371 features.16.conv.2.weight" [id=371, type=nncf_model_const]; -"372 features/16/conv/2/conv2d/0" [id=372, type=conv2d]; -"373 features.16.conv.3.weight" [id=373, type=nncf_model_const]; -"374 features.16.conv.3.bias" [id=374, type=nncf_model_const]; -"375 features.16.conv.3.running_mean" [id=375, type=nncf_model_const]; -"376 features.16.conv.3.running_var" [id=376, type=nncf_model_const]; -"377 features/16/conv/3/batch_norm/0" [id=377, type=batch_norm]; -"378 features/16/add/0" [id=378, type=add]; -"379 features.17.conv.0.0.weight" [id=379, type=nncf_model_const]; -"380 features/17/conv/0/0/conv2d/0" [id=380, type=conv2d]; -"381 features.17.conv.0.1.weight" [id=381, type=nncf_model_const]; -"382 features.17.conv.0.1.bias" [id=382, type=nncf_model_const]; -"383 features.17.conv.0.1.running_mean" [id=383, type=nncf_model_const]; -"384 features.17.conv.0.1.running_var" [id=384, type=nncf_model_const]; -"385 features/17/conv/0/1/batch_norm/0" [id=385, type=batch_norm]; -"386 features/17/conv/0/2/hardtanh/0" [id=386, type=hardtanh]; -"387 features.17.conv.1.0.weight" [id=387, type=nncf_model_const]; -"388 features/17/conv/1/0/conv2d/0" [id=388, type=conv2d]; -"389 features.17.conv.1.1.weight" [id=389, type=nncf_model_const]; -"390 features.17.conv.1.1.bias" [id=390, type=nncf_model_const]; -"391 features.17.conv.1.1.running_mean" [id=391, type=nncf_model_const]; -"392 features.17.conv.1.1.running_var" [id=392, type=nncf_model_const]; -"393 features/17/conv/1/1/batch_norm/0" [id=393, type=batch_norm]; -"394 features/17/conv/1/2/hardtanh/0" [id=394, type=hardtanh]; -"395 features.17.conv.2.weight" [id=395, type=nncf_model_const]; -"396 features/17/conv/2/conv2d/0" [id=396, type=conv2d]; -"397 features.17.conv.3.weight" [id=397, type=nncf_model_const]; -"398 features.17.conv.3.bias" [id=398, type=nncf_model_const]; -"399 features.17.conv.3.running_mean" [id=399, type=nncf_model_const]; -"400 features.17.conv.3.running_var" [id=400, type=nncf_model_const]; -"401 features/17/conv/3/batch_norm/0" [id=401, type=batch_norm]; -"402 features.18.0.weight" [id=402, type=nncf_model_const]; -"403 features/18/0/conv2d/0" [id=403, type=conv2d]; -"404 features.18.1.weight" [id=404, type=nncf_model_const]; -"405 features.18.1.bias" [id=405, type=nncf_model_const]; -"406 features.18.1.running_mean" [id=406, type=nncf_model_const]; -"407 features.18.1.running_var" [id=407, type=nncf_model_const]; -"408 features/18/1/batch_norm/0" [id=408, type=batch_norm]; -"409 features/18/2/hardtanh/0" [id=409, type=hardtanh]; -"410 /adaptive_avg_pool2d/0" [id=410, type=adaptive_avg_pool2d]; -"411 /flatten/0" [id=411, type=flatten]; -"412 classifier/0/dropout/0" [id=412, type=dropout]; -"413 classifier.1.weight" [id=413, type=nncf_model_const]; -"414 classifier.1.bias" [id=414, type=nncf_model_const]; -"415 classifier/1/linear/0" [id=415, type=linear]; -"416 output" [id=416, type=nncf_model_output]; -"0 x" -> "2 features/0/0/conv2d/0" [label="(1, 3, 64, 64)", style=solid]; -"1 features.0.0.weight" -> "2 features/0/0/conv2d/0" [label="(32, 3, 3, 3)", style=solid]; -"2 features/0/0/conv2d/0" -> "7 features/0/1/batch_norm/0" [label="(1, 32, 32, 32)", style=solid]; -"3 features.0.1.weight" -> "7 features/0/1/batch_norm/0" [label="(32,)", style=solid]; -"4 features.0.1.bias" -> "7 features/0/1/batch_norm/0" [label="(32,)", style=solid]; -"5 features.0.1.running_mean" -> "7 features/0/1/batch_norm/0" [label="(32,)", style=solid]; -"6 features.0.1.running_var" -> "7 features/0/1/batch_norm/0" [label="(32,)", style=solid]; -"7 features/0/1/batch_norm/0" -> "8 features/0/2/hardtanh/0" [label="(1, 32, 32, 32)", style=solid]; -"8 features/0/2/hardtanh/0" -> "10 features/1/conv/0/0/conv2d/0" [label="(1, 32, 32, 32)", style=solid]; -"9 features.1.conv.0.0.weight" -> "10 features/1/conv/0/0/conv2d/0" [label="(32, 1, 3, 3)", style=solid]; -"10 features/1/conv/0/0/conv2d/0" -> "15 features/1/conv/0/1/batch_norm/0" [label="(1, 32, 32, 32)", style=solid]; -"11 features.1.conv.0.1.weight" -> "15 features/1/conv/0/1/batch_norm/0" [label="(32,)", style=solid]; -"12 features.1.conv.0.1.bias" -> "15 features/1/conv/0/1/batch_norm/0" [label="(32,)", style=solid]; -"13 features.1.conv.0.1.running_mean" -> "15 features/1/conv/0/1/batch_norm/0" [label="(32,)", style=solid]; -"14 features.1.conv.0.1.running_var" -> "15 features/1/conv/0/1/batch_norm/0" [label="(32,)", style=solid]; -"15 features/1/conv/0/1/batch_norm/0" -> "16 features/1/conv/0/2/hardtanh/0" [label="(1, 32, 32, 32)", style=solid]; -"16 features/1/conv/0/2/hardtanh/0" -> "18 features/1/conv/1/conv2d/0" [label="(1, 32, 32, 32)", style=solid]; -"17 features.1.conv.1.weight" -> "18 features/1/conv/1/conv2d/0" [label="(16, 32, 1, 1)", style=solid]; -"18 features/1/conv/1/conv2d/0" -> "23 features/1/conv/2/batch_norm/0" [label="(1, 16, 32, 32)", style=solid]; -"19 features.1.conv.2.weight" -> "23 features/1/conv/2/batch_norm/0" [label="(16,)", style=solid]; -"20 features.1.conv.2.bias" -> "23 features/1/conv/2/batch_norm/0" [label="(16,)", style=solid]; -"21 features.1.conv.2.running_mean" -> "23 features/1/conv/2/batch_norm/0" [label="(16,)", style=solid]; -"22 features.1.conv.2.running_var" -> "23 features/1/conv/2/batch_norm/0" [label="(16,)", style=solid]; -"23 features/1/conv/2/batch_norm/0" -> "25 features/2/conv/0/0/conv2d/0" [label="(1, 16, 32, 32)", style=solid]; -"24 features.2.conv.0.0.weight" -> "25 features/2/conv/0/0/conv2d/0" [label="(96, 16, 1, 1)", style=solid]; -"25 features/2/conv/0/0/conv2d/0" -> "30 features/2/conv/0/1/batch_norm/0" [label="(1, 96, 32, 32)", style=solid]; -"26 features.2.conv.0.1.weight" -> "30 features/2/conv/0/1/batch_norm/0" [label="(96,)", style=solid]; -"27 features.2.conv.0.1.bias" -> "30 features/2/conv/0/1/batch_norm/0" [label="(96,)", style=solid]; -"28 features.2.conv.0.1.running_mean" -> "30 features/2/conv/0/1/batch_norm/0" [label="(96,)", style=solid]; -"29 features.2.conv.0.1.running_var" -> "30 features/2/conv/0/1/batch_norm/0" [label="(96,)", style=solid]; -"30 features/2/conv/0/1/batch_norm/0" -> "31 features/2/conv/0/2/hardtanh/0" [label="(1, 96, 32, 32)", style=solid]; -"31 features/2/conv/0/2/hardtanh/0" -> "33 features/2/conv/1/0/conv2d/0" [label="(1, 96, 32, 32)", style=solid]; -"32 features.2.conv.1.0.weight" -> "33 features/2/conv/1/0/conv2d/0" [label="(96, 1, 3, 3)", style=solid]; -"33 features/2/conv/1/0/conv2d/0" -> "38 features/2/conv/1/1/batch_norm/0" [label="(1, 96, 16, 16)", style=solid]; -"34 features.2.conv.1.1.weight" -> "38 features/2/conv/1/1/batch_norm/0" [label="(96,)", style=solid]; -"35 features.2.conv.1.1.bias" -> "38 features/2/conv/1/1/batch_norm/0" [label="(96,)", style=solid]; -"36 features.2.conv.1.1.running_mean" -> "38 features/2/conv/1/1/batch_norm/0" [label="(96,)", style=solid]; -"37 features.2.conv.1.1.running_var" -> "38 features/2/conv/1/1/batch_norm/0" [label="(96,)", style=solid]; -"38 features/2/conv/1/1/batch_norm/0" -> "39 features/2/conv/1/2/hardtanh/0" [label="(1, 96, 16, 16)", style=solid]; -"39 features/2/conv/1/2/hardtanh/0" -> "41 features/2/conv/2/conv2d/0" [label="(1, 96, 16, 16)", style=solid]; -"40 features.2.conv.2.weight" -> "41 features/2/conv/2/conv2d/0" [label="(24, 96, 1, 1)", style=solid]; -"41 features/2/conv/2/conv2d/0" -> "46 features/2/conv/3/batch_norm/0" [label="(1, 24, 16, 16)", style=solid]; -"42 features.2.conv.3.weight" -> "46 features/2/conv/3/batch_norm/0" [label="(24,)", style=solid]; -"43 features.2.conv.3.bias" -> "46 features/2/conv/3/batch_norm/0" [label="(24,)", style=solid]; -"44 features.2.conv.3.running_mean" -> "46 features/2/conv/3/batch_norm/0" [label="(24,)", style=solid]; -"45 features.2.conv.3.running_var" -> "46 features/2/conv/3/batch_norm/0" [label="(24,)", style=solid]; -"46 features/2/conv/3/batch_norm/0" -> "48 features/3/conv/0/0/conv2d/0" [label="(1, 24, 16, 16)", style=solid]; -"46 features/2/conv/3/batch_norm/0" -> "70 features/3/add/0" [label="(1, 24, 16, 16)", style=solid]; -"47 features.3.conv.0.0.weight" -> "48 features/3/conv/0/0/conv2d/0" [label="(144, 24, 1, 1)", style=solid]; -"48 features/3/conv/0/0/conv2d/0" -> "53 features/3/conv/0/1/batch_norm/0" [label="(1, 144, 16, 16)", style=solid]; -"49 features.3.conv.0.1.weight" -> "53 features/3/conv/0/1/batch_norm/0" [label="(144,)", style=solid]; -"50 features.3.conv.0.1.bias" -> "53 features/3/conv/0/1/batch_norm/0" [label="(144,)", style=solid]; -"51 features.3.conv.0.1.running_mean" -> "53 features/3/conv/0/1/batch_norm/0" [label="(144,)", style=solid]; -"52 features.3.conv.0.1.running_var" -> "53 features/3/conv/0/1/batch_norm/0" [label="(144,)", style=solid]; -"53 features/3/conv/0/1/batch_norm/0" -> "54 features/3/conv/0/2/hardtanh/0" [label="(1, 144, 16, 16)", style=solid]; -"54 features/3/conv/0/2/hardtanh/0" -> "56 features/3/conv/1/0/conv2d/0" [label="(1, 144, 16, 16)", style=solid]; -"55 features.3.conv.1.0.weight" -> "56 features/3/conv/1/0/conv2d/0" [label="(144, 1, 3, 3)", style=solid]; -"56 features/3/conv/1/0/conv2d/0" -> "61 features/3/conv/1/1/batch_norm/0" [label="(1, 144, 16, 16)", style=solid]; -"57 features.3.conv.1.1.weight" -> "61 features/3/conv/1/1/batch_norm/0" [label="(144,)", style=solid]; -"58 features.3.conv.1.1.bias" -> "61 features/3/conv/1/1/batch_norm/0" [label="(144,)", style=solid]; -"59 features.3.conv.1.1.running_mean" -> "61 features/3/conv/1/1/batch_norm/0" [label="(144,)", style=solid]; -"60 features.3.conv.1.1.running_var" -> "61 features/3/conv/1/1/batch_norm/0" [label="(144,)", style=solid]; -"61 features/3/conv/1/1/batch_norm/0" -> "62 features/3/conv/1/2/hardtanh/0" [label="(1, 144, 16, 16)", style=solid]; -"62 features/3/conv/1/2/hardtanh/0" -> "64 features/3/conv/2/conv2d/0" [label="(1, 144, 16, 16)", style=solid]; -"63 features.3.conv.2.weight" -> "64 features/3/conv/2/conv2d/0" [label="(24, 144, 1, 1)", style=solid]; -"64 features/3/conv/2/conv2d/0" -> "69 features/3/conv/3/batch_norm/0" [label="(1, 24, 16, 16)", style=solid]; -"65 features.3.conv.3.weight" -> "69 features/3/conv/3/batch_norm/0" [label="(24,)", style=solid]; -"66 features.3.conv.3.bias" -> "69 features/3/conv/3/batch_norm/0" [label="(24,)", style=solid]; -"67 features.3.conv.3.running_mean" -> "69 features/3/conv/3/batch_norm/0" [label="(24,)", style=solid]; -"68 features.3.conv.3.running_var" -> "69 features/3/conv/3/batch_norm/0" [label="(24,)", style=solid]; -"69 features/3/conv/3/batch_norm/0" -> "70 features/3/add/0" [label="(1, 24, 16, 16)", style=solid]; -"70 features/3/add/0" -> "72 features/4/conv/0/0/conv2d/0" [label="(1, 24, 16, 16)", style=solid]; -"71 features.4.conv.0.0.weight" -> "72 features/4/conv/0/0/conv2d/0" [label="(144, 24, 1, 1)", style=solid]; -"72 features/4/conv/0/0/conv2d/0" -> "77 features/4/conv/0/1/batch_norm/0" [label="(1, 144, 16, 16)", style=solid]; -"73 features.4.conv.0.1.weight" -> "77 features/4/conv/0/1/batch_norm/0" [label="(144,)", style=solid]; -"74 features.4.conv.0.1.bias" -> "77 features/4/conv/0/1/batch_norm/0" [label="(144,)", style=solid]; -"75 features.4.conv.0.1.running_mean" -> "77 features/4/conv/0/1/batch_norm/0" [label="(144,)", style=solid]; -"76 features.4.conv.0.1.running_var" -> "77 features/4/conv/0/1/batch_norm/0" [label="(144,)", style=solid]; -"77 features/4/conv/0/1/batch_norm/0" -> "78 features/4/conv/0/2/hardtanh/0" [label="(1, 144, 16, 16)", style=solid]; -"78 features/4/conv/0/2/hardtanh/0" -> "80 features/4/conv/1/0/conv2d/0" [label="(1, 144, 16, 16)", style=solid]; -"79 features.4.conv.1.0.weight" -> "80 features/4/conv/1/0/conv2d/0" [label="(144, 1, 3, 3)", style=solid]; -"80 features/4/conv/1/0/conv2d/0" -> "85 features/4/conv/1/1/batch_norm/0" [label="(1, 144, 8, 8)", style=solid]; -"81 features.4.conv.1.1.weight" -> "85 features/4/conv/1/1/batch_norm/0" [label="(144,)", style=solid]; -"82 features.4.conv.1.1.bias" -> "85 features/4/conv/1/1/batch_norm/0" [label="(144,)", style=solid]; -"83 features.4.conv.1.1.running_mean" -> "85 features/4/conv/1/1/batch_norm/0" [label="(144,)", style=solid]; -"84 features.4.conv.1.1.running_var" -> "85 features/4/conv/1/1/batch_norm/0" [label="(144,)", style=solid]; -"85 features/4/conv/1/1/batch_norm/0" -> "86 features/4/conv/1/2/hardtanh/0" [label="(1, 144, 8, 8)", style=solid]; -"86 features/4/conv/1/2/hardtanh/0" -> "88 features/4/conv/2/conv2d/0" [label="(1, 144, 8, 8)", style=solid]; -"87 features.4.conv.2.weight" -> "88 features/4/conv/2/conv2d/0" [label="(32, 144, 1, 1)", style=solid]; -"88 features/4/conv/2/conv2d/0" -> "93 features/4/conv/3/batch_norm/0" [label="(1, 32, 8, 8)", style=solid]; -"89 features.4.conv.3.weight" -> "93 features/4/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"90 features.4.conv.3.bias" -> "93 features/4/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"91 features.4.conv.3.running_mean" -> "93 features/4/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"92 features.4.conv.3.running_var" -> "93 features/4/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"93 features/4/conv/3/batch_norm/0" -> "95 features/5/conv/0/0/conv2d/0" [label="(1, 32, 8, 8)", style=solid]; -"93 features/4/conv/3/batch_norm/0" -> "117 features/5/add/0" [label="(1, 32, 8, 8)", style=solid]; -"94 features.5.conv.0.0.weight" -> "95 features/5/conv/0/0/conv2d/0" [label="(192, 32, 1, 1)", style=solid]; -"95 features/5/conv/0/0/conv2d/0" -> "100 features/5/conv/0/1/batch_norm/0" [label="(1, 192, 8, 8)", style=solid]; -"96 features.5.conv.0.1.weight" -> "100 features/5/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"97 features.5.conv.0.1.bias" -> "100 features/5/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"98 features.5.conv.0.1.running_mean" -> "100 features/5/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"99 features.5.conv.0.1.running_var" -> "100 features/5/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"100 features/5/conv/0/1/batch_norm/0" -> "101 features/5/conv/0/2/hardtanh/0" [label="(1, 192, 8, 8)", style=solid]; -"101 features/5/conv/0/2/hardtanh/0" -> "103 features/5/conv/1/0/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"102 features.5.conv.1.0.weight" -> "103 features/5/conv/1/0/conv2d/0" [label="(192, 1, 3, 3)", style=solid]; -"103 features/5/conv/1/0/conv2d/0" -> "108 features/5/conv/1/1/batch_norm/0" [label="(1, 192, 8, 8)", style=solid]; -"104 features.5.conv.1.1.weight" -> "108 features/5/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"105 features.5.conv.1.1.bias" -> "108 features/5/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"106 features.5.conv.1.1.running_mean" -> "108 features/5/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"107 features.5.conv.1.1.running_var" -> "108 features/5/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"108 features/5/conv/1/1/batch_norm/0" -> "109 features/5/conv/1/2/hardtanh/0" [label="(1, 192, 8, 8)", style=solid]; -"109 features/5/conv/1/2/hardtanh/0" -> "111 features/5/conv/2/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"110 features.5.conv.2.weight" -> "111 features/5/conv/2/conv2d/0" [label="(32, 192, 1, 1)", style=solid]; -"111 features/5/conv/2/conv2d/0" -> "116 features/5/conv/3/batch_norm/0" [label="(1, 32, 8, 8)", style=solid]; -"112 features.5.conv.3.weight" -> "116 features/5/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"113 features.5.conv.3.bias" -> "116 features/5/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"114 features.5.conv.3.running_mean" -> "116 features/5/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"115 features.5.conv.3.running_var" -> "116 features/5/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"116 features/5/conv/3/batch_norm/0" -> "117 features/5/add/0" [label="(1, 32, 8, 8)", style=solid]; -"117 features/5/add/0" -> "119 features/6/conv/0/0/conv2d/0" [label="(1, 32, 8, 8)", style=solid]; -"117 features/5/add/0" -> "141 features/6/add/0" [label="(1, 32, 8, 8)", style=solid]; -"118 features.6.conv.0.0.weight" -> "119 features/6/conv/0/0/conv2d/0" [label="(192, 32, 1, 1)", style=solid]; -"119 features/6/conv/0/0/conv2d/0" -> "124 features/6/conv/0/1/batch_norm/0" [label="(1, 192, 8, 8)", style=solid]; -"120 features.6.conv.0.1.weight" -> "124 features/6/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"121 features.6.conv.0.1.bias" -> "124 features/6/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"122 features.6.conv.0.1.running_mean" -> "124 features/6/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"123 features.6.conv.0.1.running_var" -> "124 features/6/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"124 features/6/conv/0/1/batch_norm/0" -> "125 features/6/conv/0/2/hardtanh/0" [label="(1, 192, 8, 8)", style=solid]; -"125 features/6/conv/0/2/hardtanh/0" -> "127 features/6/conv/1/0/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"126 features.6.conv.1.0.weight" -> "127 features/6/conv/1/0/conv2d/0" [label="(192, 1, 3, 3)", style=solid]; -"127 features/6/conv/1/0/conv2d/0" -> "132 features/6/conv/1/1/batch_norm/0" [label="(1, 192, 8, 8)", style=solid]; -"128 features.6.conv.1.1.weight" -> "132 features/6/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"129 features.6.conv.1.1.bias" -> "132 features/6/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"130 features.6.conv.1.1.running_mean" -> "132 features/6/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"131 features.6.conv.1.1.running_var" -> "132 features/6/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"132 features/6/conv/1/1/batch_norm/0" -> "133 features/6/conv/1/2/hardtanh/0" [label="(1, 192, 8, 8)", style=solid]; -"133 features/6/conv/1/2/hardtanh/0" -> "135 features/6/conv/2/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"134 features.6.conv.2.weight" -> "135 features/6/conv/2/conv2d/0" [label="(32, 192, 1, 1)", style=solid]; -"135 features/6/conv/2/conv2d/0" -> "140 features/6/conv/3/batch_norm/0" [label="(1, 32, 8, 8)", style=solid]; -"136 features.6.conv.3.weight" -> "140 features/6/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"137 features.6.conv.3.bias" -> "140 features/6/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"138 features.6.conv.3.running_mean" -> "140 features/6/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"139 features.6.conv.3.running_var" -> "140 features/6/conv/3/batch_norm/0" [label="(32,)", style=solid]; -"140 features/6/conv/3/batch_norm/0" -> "141 features/6/add/0" [label="(1, 32, 8, 8)", style=solid]; -"141 features/6/add/0" -> "143 features/7/conv/0/0/conv2d/0" [label="(1, 32, 8, 8)", style=solid]; -"142 features.7.conv.0.0.weight" -> "143 features/7/conv/0/0/conv2d/0" [label="(192, 32, 1, 1)", style=solid]; -"143 features/7/conv/0/0/conv2d/0" -> "148 features/7/conv/0/1/batch_norm/0" [label="(1, 192, 8, 8)", style=solid]; -"144 features.7.conv.0.1.weight" -> "148 features/7/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"145 features.7.conv.0.1.bias" -> "148 features/7/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"146 features.7.conv.0.1.running_mean" -> "148 features/7/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"147 features.7.conv.0.1.running_var" -> "148 features/7/conv/0/1/batch_norm/0" [label="(192,)", style=solid]; -"148 features/7/conv/0/1/batch_norm/0" -> "149 features/7/conv/0/2/hardtanh/0" [label="(1, 192, 8, 8)", style=solid]; -"149 features/7/conv/0/2/hardtanh/0" -> "151 features/7/conv/1/0/conv2d/0" [label="(1, 192, 8, 8)", style=solid]; -"150 features.7.conv.1.0.weight" -> "151 features/7/conv/1/0/conv2d/0" [label="(192, 1, 3, 3)", style=solid]; -"151 features/7/conv/1/0/conv2d/0" -> "156 features/7/conv/1/1/batch_norm/0" [label="(1, 192, 4, 4)", style=solid]; -"152 features.7.conv.1.1.weight" -> "156 features/7/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"153 features.7.conv.1.1.bias" -> "156 features/7/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"154 features.7.conv.1.1.running_mean" -> "156 features/7/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"155 features.7.conv.1.1.running_var" -> "156 features/7/conv/1/1/batch_norm/0" [label="(192,)", style=solid]; -"156 features/7/conv/1/1/batch_norm/0" -> "157 features/7/conv/1/2/hardtanh/0" [label="(1, 192, 4, 4)", style=solid]; -"157 features/7/conv/1/2/hardtanh/0" -> "159 features/7/conv/2/conv2d/0" [label="(1, 192, 4, 4)", style=solid]; -"158 features.7.conv.2.weight" -> "159 features/7/conv/2/conv2d/0" [label="(64, 192, 1, 1)", style=solid]; -"159 features/7/conv/2/conv2d/0" -> "164 features/7/conv/3/batch_norm/0" [label="(1, 64, 4, 4)", style=solid]; -"160 features.7.conv.3.weight" -> "164 features/7/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"161 features.7.conv.3.bias" -> "164 features/7/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"162 features.7.conv.3.running_mean" -> "164 features/7/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"163 features.7.conv.3.running_var" -> "164 features/7/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"164 features/7/conv/3/batch_norm/0" -> "166 features/8/conv/0/0/conv2d/0" [label="(1, 64, 4, 4)", style=solid]; -"164 features/7/conv/3/batch_norm/0" -> "188 features/8/add/0" [label="(1, 64, 4, 4)", style=solid]; -"165 features.8.conv.0.0.weight" -> "166 features/8/conv/0/0/conv2d/0" [label="(384, 64, 1, 1)", style=solid]; -"166 features/8/conv/0/0/conv2d/0" -> "171 features/8/conv/0/1/batch_norm/0" [label="(1, 384, 4, 4)", style=solid]; -"167 features.8.conv.0.1.weight" -> "171 features/8/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"168 features.8.conv.0.1.bias" -> "171 features/8/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"169 features.8.conv.0.1.running_mean" -> "171 features/8/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"170 features.8.conv.0.1.running_var" -> "171 features/8/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"171 features/8/conv/0/1/batch_norm/0" -> "172 features/8/conv/0/2/hardtanh/0" [label="(1, 384, 4, 4)", style=solid]; -"172 features/8/conv/0/2/hardtanh/0" -> "174 features/8/conv/1/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"173 features.8.conv.1.0.weight" -> "174 features/8/conv/1/0/conv2d/0" [label="(384, 1, 3, 3)", style=solid]; -"174 features/8/conv/1/0/conv2d/0" -> "179 features/8/conv/1/1/batch_norm/0" [label="(1, 384, 4, 4)", style=solid]; -"175 features.8.conv.1.1.weight" -> "179 features/8/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"176 features.8.conv.1.1.bias" -> "179 features/8/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"177 features.8.conv.1.1.running_mean" -> "179 features/8/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"178 features.8.conv.1.1.running_var" -> "179 features/8/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"179 features/8/conv/1/1/batch_norm/0" -> "180 features/8/conv/1/2/hardtanh/0" [label="(1, 384, 4, 4)", style=solid]; -"180 features/8/conv/1/2/hardtanh/0" -> "182 features/8/conv/2/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"181 features.8.conv.2.weight" -> "182 features/8/conv/2/conv2d/0" [label="(64, 384, 1, 1)", style=solid]; -"182 features/8/conv/2/conv2d/0" -> "187 features/8/conv/3/batch_norm/0" [label="(1, 64, 4, 4)", style=solid]; -"183 features.8.conv.3.weight" -> "187 features/8/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"184 features.8.conv.3.bias" -> "187 features/8/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"185 features.8.conv.3.running_mean" -> "187 features/8/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"186 features.8.conv.3.running_var" -> "187 features/8/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"187 features/8/conv/3/batch_norm/0" -> "188 features/8/add/0" [label="(1, 64, 4, 4)", style=solid]; -"188 features/8/add/0" -> "190 features/9/conv/0/0/conv2d/0" [label="(1, 64, 4, 4)", style=solid]; -"188 features/8/add/0" -> "212 features/9/add/0" [label="(1, 64, 4, 4)", style=solid]; -"189 features.9.conv.0.0.weight" -> "190 features/9/conv/0/0/conv2d/0" [label="(384, 64, 1, 1)", style=solid]; -"190 features/9/conv/0/0/conv2d/0" -> "195 features/9/conv/0/1/batch_norm/0" [label="(1, 384, 4, 4)", style=solid]; -"191 features.9.conv.0.1.weight" -> "195 features/9/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"192 features.9.conv.0.1.bias" -> "195 features/9/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"193 features.9.conv.0.1.running_mean" -> "195 features/9/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"194 features.9.conv.0.1.running_var" -> "195 features/9/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"195 features/9/conv/0/1/batch_norm/0" -> "196 features/9/conv/0/2/hardtanh/0" [label="(1, 384, 4, 4)", style=solid]; -"196 features/9/conv/0/2/hardtanh/0" -> "198 features/9/conv/1/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"197 features.9.conv.1.0.weight" -> "198 features/9/conv/1/0/conv2d/0" [label="(384, 1, 3, 3)", style=solid]; -"198 features/9/conv/1/0/conv2d/0" -> "203 features/9/conv/1/1/batch_norm/0" [label="(1, 384, 4, 4)", style=solid]; -"199 features.9.conv.1.1.weight" -> "203 features/9/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"200 features.9.conv.1.1.bias" -> "203 features/9/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"201 features.9.conv.1.1.running_mean" -> "203 features/9/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"202 features.9.conv.1.1.running_var" -> "203 features/9/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"203 features/9/conv/1/1/batch_norm/0" -> "204 features/9/conv/1/2/hardtanh/0" [label="(1, 384, 4, 4)", style=solid]; -"204 features/9/conv/1/2/hardtanh/0" -> "206 features/9/conv/2/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"205 features.9.conv.2.weight" -> "206 features/9/conv/2/conv2d/0" [label="(64, 384, 1, 1)", style=solid]; -"206 features/9/conv/2/conv2d/0" -> "211 features/9/conv/3/batch_norm/0" [label="(1, 64, 4, 4)", style=solid]; -"207 features.9.conv.3.weight" -> "211 features/9/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"208 features.9.conv.3.bias" -> "211 features/9/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"209 features.9.conv.3.running_mean" -> "211 features/9/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"210 features.9.conv.3.running_var" -> "211 features/9/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"211 features/9/conv/3/batch_norm/0" -> "212 features/9/add/0" [label="(1, 64, 4, 4)", style=solid]; -"212 features/9/add/0" -> "214 features/10/conv/0/0/conv2d/0" [label="(1, 64, 4, 4)", style=solid]; -"212 features/9/add/0" -> "236 features/10/add/0" [label="(1, 64, 4, 4)", style=solid]; -"213 features.10.conv.0.0.weight" -> "214 features/10/conv/0/0/conv2d/0" [label="(384, 64, 1, 1)", style=solid]; -"214 features/10/conv/0/0/conv2d/0" -> "219 features/10/conv/0/1/batch_norm/0" [label="(1, 384, 4, 4)", style=solid]; -"215 features.10.conv.0.1.weight" -> "219 features/10/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"216 features.10.conv.0.1.bias" -> "219 features/10/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"217 features.10.conv.0.1.running_mean" -> "219 features/10/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"218 features.10.conv.0.1.running_var" -> "219 features/10/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"219 features/10/conv/0/1/batch_norm/0" -> "220 features/10/conv/0/2/hardtanh/0" [label="(1, 384, 4, 4)", style=solid]; -"220 features/10/conv/0/2/hardtanh/0" -> "222 features/10/conv/1/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"221 features.10.conv.1.0.weight" -> "222 features/10/conv/1/0/conv2d/0" [label="(384, 1, 3, 3)", style=solid]; -"222 features/10/conv/1/0/conv2d/0" -> "227 features/10/conv/1/1/batch_norm/0" [label="(1, 384, 4, 4)", style=solid]; -"223 features.10.conv.1.1.weight" -> "227 features/10/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"224 features.10.conv.1.1.bias" -> "227 features/10/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"225 features.10.conv.1.1.running_mean" -> "227 features/10/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"226 features.10.conv.1.1.running_var" -> "227 features/10/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"227 features/10/conv/1/1/batch_norm/0" -> "228 features/10/conv/1/2/hardtanh/0" [label="(1, 384, 4, 4)", style=solid]; -"228 features/10/conv/1/2/hardtanh/0" -> "230 features/10/conv/2/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"229 features.10.conv.2.weight" -> "230 features/10/conv/2/conv2d/0" [label="(64, 384, 1, 1)", style=solid]; -"230 features/10/conv/2/conv2d/0" -> "235 features/10/conv/3/batch_norm/0" [label="(1, 64, 4, 4)", style=solid]; -"231 features.10.conv.3.weight" -> "235 features/10/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"232 features.10.conv.3.bias" -> "235 features/10/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"233 features.10.conv.3.running_mean" -> "235 features/10/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"234 features.10.conv.3.running_var" -> "235 features/10/conv/3/batch_norm/0" [label="(64,)", style=solid]; -"235 features/10/conv/3/batch_norm/0" -> "236 features/10/add/0" [label="(1, 64, 4, 4)", style=solid]; -"236 features/10/add/0" -> "238 features/11/conv/0/0/conv2d/0" [label="(1, 64, 4, 4)", style=solid]; -"237 features.11.conv.0.0.weight" -> "238 features/11/conv/0/0/conv2d/0" [label="(384, 64, 1, 1)", style=solid]; -"238 features/11/conv/0/0/conv2d/0" -> "243 features/11/conv/0/1/batch_norm/0" [label="(1, 384, 4, 4)", style=solid]; -"239 features.11.conv.0.1.weight" -> "243 features/11/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"240 features.11.conv.0.1.bias" -> "243 features/11/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"241 features.11.conv.0.1.running_mean" -> "243 features/11/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"242 features.11.conv.0.1.running_var" -> "243 features/11/conv/0/1/batch_norm/0" [label="(384,)", style=solid]; -"243 features/11/conv/0/1/batch_norm/0" -> "244 features/11/conv/0/2/hardtanh/0" [label="(1, 384, 4, 4)", style=solid]; -"244 features/11/conv/0/2/hardtanh/0" -> "246 features/11/conv/1/0/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"245 features.11.conv.1.0.weight" -> "246 features/11/conv/1/0/conv2d/0" [label="(384, 1, 3, 3)", style=solid]; -"246 features/11/conv/1/0/conv2d/0" -> "251 features/11/conv/1/1/batch_norm/0" [label="(1, 384, 4, 4)", style=solid]; -"247 features.11.conv.1.1.weight" -> "251 features/11/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"248 features.11.conv.1.1.bias" -> "251 features/11/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"249 features.11.conv.1.1.running_mean" -> "251 features/11/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"250 features.11.conv.1.1.running_var" -> "251 features/11/conv/1/1/batch_norm/0" [label="(384,)", style=solid]; -"251 features/11/conv/1/1/batch_norm/0" -> "252 features/11/conv/1/2/hardtanh/0" [label="(1, 384, 4, 4)", style=solid]; -"252 features/11/conv/1/2/hardtanh/0" -> "254 features/11/conv/2/conv2d/0" [label="(1, 384, 4, 4)", style=solid]; -"253 features.11.conv.2.weight" -> "254 features/11/conv/2/conv2d/0" [label="(96, 384, 1, 1)", style=solid]; -"254 features/11/conv/2/conv2d/0" -> "259 features/11/conv/3/batch_norm/0" [label="(1, 96, 4, 4)", style=solid]; -"255 features.11.conv.3.weight" -> "259 features/11/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"256 features.11.conv.3.bias" -> "259 features/11/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"257 features.11.conv.3.running_mean" -> "259 features/11/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"258 features.11.conv.3.running_var" -> "259 features/11/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"259 features/11/conv/3/batch_norm/0" -> "261 features/12/conv/0/0/conv2d/0" [label="(1, 96, 4, 4)", style=solid]; -"259 features/11/conv/3/batch_norm/0" -> "283 features/12/add/0" [label="(1, 96, 4, 4)", style=solid]; -"260 features.12.conv.0.0.weight" -> "261 features/12/conv/0/0/conv2d/0" [label="(576, 96, 1, 1)", style=solid]; -"261 features/12/conv/0/0/conv2d/0" -> "266 features/12/conv/0/1/batch_norm/0" [label="(1, 576, 4, 4)", style=solid]; -"262 features.12.conv.0.1.weight" -> "266 features/12/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"263 features.12.conv.0.1.bias" -> "266 features/12/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"264 features.12.conv.0.1.running_mean" -> "266 features/12/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"265 features.12.conv.0.1.running_var" -> "266 features/12/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"266 features/12/conv/0/1/batch_norm/0" -> "267 features/12/conv/0/2/hardtanh/0" [label="(1, 576, 4, 4)", style=solid]; -"267 features/12/conv/0/2/hardtanh/0" -> "269 features/12/conv/1/0/conv2d/0" [label="(1, 576, 4, 4)", style=solid]; -"268 features.12.conv.1.0.weight" -> "269 features/12/conv/1/0/conv2d/0" [label="(576, 1, 3, 3)", style=solid]; -"269 features/12/conv/1/0/conv2d/0" -> "274 features/12/conv/1/1/batch_norm/0" [label="(1, 576, 4, 4)", style=solid]; -"270 features.12.conv.1.1.weight" -> "274 features/12/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"271 features.12.conv.1.1.bias" -> "274 features/12/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"272 features.12.conv.1.1.running_mean" -> "274 features/12/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"273 features.12.conv.1.1.running_var" -> "274 features/12/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"274 features/12/conv/1/1/batch_norm/0" -> "275 features/12/conv/1/2/hardtanh/0" [label="(1, 576, 4, 4)", style=solid]; -"275 features/12/conv/1/2/hardtanh/0" -> "277 features/12/conv/2/conv2d/0" [label="(1, 576, 4, 4)", style=solid]; -"276 features.12.conv.2.weight" -> "277 features/12/conv/2/conv2d/0" [label="(96, 576, 1, 1)", style=solid]; -"277 features/12/conv/2/conv2d/0" -> "282 features/12/conv/3/batch_norm/0" [label="(1, 96, 4, 4)", style=solid]; -"278 features.12.conv.3.weight" -> "282 features/12/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"279 features.12.conv.3.bias" -> "282 features/12/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"280 features.12.conv.3.running_mean" -> "282 features/12/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"281 features.12.conv.3.running_var" -> "282 features/12/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"282 features/12/conv/3/batch_norm/0" -> "283 features/12/add/0" [label="(1, 96, 4, 4)", style=solid]; -"283 features/12/add/0" -> "285 features/13/conv/0/0/conv2d/0" [label="(1, 96, 4, 4)", style=solid]; -"283 features/12/add/0" -> "307 features/13/add/0" [label="(1, 96, 4, 4)", style=solid]; -"284 features.13.conv.0.0.weight" -> "285 features/13/conv/0/0/conv2d/0" [label="(576, 96, 1, 1)", style=solid]; -"285 features/13/conv/0/0/conv2d/0" -> "290 features/13/conv/0/1/batch_norm/0" [label="(1, 576, 4, 4)", style=solid]; -"286 features.13.conv.0.1.weight" -> "290 features/13/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"287 features.13.conv.0.1.bias" -> "290 features/13/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"288 features.13.conv.0.1.running_mean" -> "290 features/13/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"289 features.13.conv.0.1.running_var" -> "290 features/13/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"290 features/13/conv/0/1/batch_norm/0" -> "291 features/13/conv/0/2/hardtanh/0" [label="(1, 576, 4, 4)", style=solid]; -"291 features/13/conv/0/2/hardtanh/0" -> "293 features/13/conv/1/0/conv2d/0" [label="(1, 576, 4, 4)", style=solid]; -"292 features.13.conv.1.0.weight" -> "293 features/13/conv/1/0/conv2d/0" [label="(576, 1, 3, 3)", style=solid]; -"293 features/13/conv/1/0/conv2d/0" -> "298 features/13/conv/1/1/batch_norm/0" [label="(1, 576, 4, 4)", style=solid]; -"294 features.13.conv.1.1.weight" -> "298 features/13/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"295 features.13.conv.1.1.bias" -> "298 features/13/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"296 features.13.conv.1.1.running_mean" -> "298 features/13/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"297 features.13.conv.1.1.running_var" -> "298 features/13/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"298 features/13/conv/1/1/batch_norm/0" -> "299 features/13/conv/1/2/hardtanh/0" [label="(1, 576, 4, 4)", style=solid]; -"299 features/13/conv/1/2/hardtanh/0" -> "301 features/13/conv/2/conv2d/0" [label="(1, 576, 4, 4)", style=solid]; -"300 features.13.conv.2.weight" -> "301 features/13/conv/2/conv2d/0" [label="(96, 576, 1, 1)", style=solid]; -"301 features/13/conv/2/conv2d/0" -> "306 features/13/conv/3/batch_norm/0" [label="(1, 96, 4, 4)", style=solid]; -"302 features.13.conv.3.weight" -> "306 features/13/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"303 features.13.conv.3.bias" -> "306 features/13/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"304 features.13.conv.3.running_mean" -> "306 features/13/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"305 features.13.conv.3.running_var" -> "306 features/13/conv/3/batch_norm/0" [label="(96,)", style=solid]; -"306 features/13/conv/3/batch_norm/0" -> "307 features/13/add/0" [label="(1, 96, 4, 4)", style=solid]; -"307 features/13/add/0" -> "309 features/14/conv/0/0/conv2d/0" [label="(1, 96, 4, 4)", style=solid]; -"308 features.14.conv.0.0.weight" -> "309 features/14/conv/0/0/conv2d/0" [label="(576, 96, 1, 1)", style=solid]; -"309 features/14/conv/0/0/conv2d/0" -> "314 features/14/conv/0/1/batch_norm/0" [label="(1, 576, 4, 4)", style=solid]; -"310 features.14.conv.0.1.weight" -> "314 features/14/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"311 features.14.conv.0.1.bias" -> "314 features/14/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"312 features.14.conv.0.1.running_mean" -> "314 features/14/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"313 features.14.conv.0.1.running_var" -> "314 features/14/conv/0/1/batch_norm/0" [label="(576,)", style=solid]; -"314 features/14/conv/0/1/batch_norm/0" -> "315 features/14/conv/0/2/hardtanh/0" [label="(1, 576, 4, 4)", style=solid]; -"315 features/14/conv/0/2/hardtanh/0" -> "317 features/14/conv/1/0/conv2d/0" [label="(1, 576, 4, 4)", style=solid]; -"316 features.14.conv.1.0.weight" -> "317 features/14/conv/1/0/conv2d/0" [label="(576, 1, 3, 3)", style=solid]; -"317 features/14/conv/1/0/conv2d/0" -> "322 features/14/conv/1/1/batch_norm/0" [label="(1, 576, 2, 2)", style=solid]; -"318 features.14.conv.1.1.weight" -> "322 features/14/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"319 features.14.conv.1.1.bias" -> "322 features/14/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"320 features.14.conv.1.1.running_mean" -> "322 features/14/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"321 features.14.conv.1.1.running_var" -> "322 features/14/conv/1/1/batch_norm/0" [label="(576,)", style=solid]; -"322 features/14/conv/1/1/batch_norm/0" -> "323 features/14/conv/1/2/hardtanh/0" [label="(1, 576, 2, 2)", style=solid]; -"323 features/14/conv/1/2/hardtanh/0" -> "325 features/14/conv/2/conv2d/0" [label="(1, 576, 2, 2)", style=solid]; -"324 features.14.conv.2.weight" -> "325 features/14/conv/2/conv2d/0" [label="(160, 576, 1, 1)", style=solid]; -"325 features/14/conv/2/conv2d/0" -> "330 features/14/conv/3/batch_norm/0" [label="(1, 160, 2, 2)", style=solid]; -"326 features.14.conv.3.weight" -> "330 features/14/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"327 features.14.conv.3.bias" -> "330 features/14/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"328 features.14.conv.3.running_mean" -> "330 features/14/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"329 features.14.conv.3.running_var" -> "330 features/14/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"330 features/14/conv/3/batch_norm/0" -> "332 features/15/conv/0/0/conv2d/0" [label="(1, 160, 2, 2)", style=solid]; -"330 features/14/conv/3/batch_norm/0" -> "354 features/15/add/0" [label="(1, 160, 2, 2)", style=solid]; -"331 features.15.conv.0.0.weight" -> "332 features/15/conv/0/0/conv2d/0" [label="(960, 160, 1, 1)", style=solid]; -"332 features/15/conv/0/0/conv2d/0" -> "337 features/15/conv/0/1/batch_norm/0" [label="(1, 960, 2, 2)", style=solid]; -"333 features.15.conv.0.1.weight" -> "337 features/15/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"334 features.15.conv.0.1.bias" -> "337 features/15/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"335 features.15.conv.0.1.running_mean" -> "337 features/15/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"336 features.15.conv.0.1.running_var" -> "337 features/15/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"337 features/15/conv/0/1/batch_norm/0" -> "338 features/15/conv/0/2/hardtanh/0" [label="(1, 960, 2, 2)", style=solid]; -"338 features/15/conv/0/2/hardtanh/0" -> "340 features/15/conv/1/0/conv2d/0" [label="(1, 960, 2, 2)", style=solid]; -"339 features.15.conv.1.0.weight" -> "340 features/15/conv/1/0/conv2d/0" [label="(960, 1, 3, 3)", style=solid]; -"340 features/15/conv/1/0/conv2d/0" -> "345 features/15/conv/1/1/batch_norm/0" [label="(1, 960, 2, 2)", style=solid]; -"341 features.15.conv.1.1.weight" -> "345 features/15/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"342 features.15.conv.1.1.bias" -> "345 features/15/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"343 features.15.conv.1.1.running_mean" -> "345 features/15/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"344 features.15.conv.1.1.running_var" -> "345 features/15/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"345 features/15/conv/1/1/batch_norm/0" -> "346 features/15/conv/1/2/hardtanh/0" [label="(1, 960, 2, 2)", style=solid]; -"346 features/15/conv/1/2/hardtanh/0" -> "348 features/15/conv/2/conv2d/0" [label="(1, 960, 2, 2)", style=solid]; -"347 features.15.conv.2.weight" -> "348 features/15/conv/2/conv2d/0" [label="(160, 960, 1, 1)", style=solid]; -"348 features/15/conv/2/conv2d/0" -> "353 features/15/conv/3/batch_norm/0" [label="(1, 160, 2, 2)", style=solid]; -"349 features.15.conv.3.weight" -> "353 features/15/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"350 features.15.conv.3.bias" -> "353 features/15/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"351 features.15.conv.3.running_mean" -> "353 features/15/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"352 features.15.conv.3.running_var" -> "353 features/15/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"353 features/15/conv/3/batch_norm/0" -> "354 features/15/add/0" [label="(1, 160, 2, 2)", style=solid]; -"354 features/15/add/0" -> "356 features/16/conv/0/0/conv2d/0" [label="(1, 160, 2, 2)", style=solid]; -"354 features/15/add/0" -> "378 features/16/add/0" [label="(1, 160, 2, 2)", style=solid]; -"355 features.16.conv.0.0.weight" -> "356 features/16/conv/0/0/conv2d/0" [label="(960, 160, 1, 1)", style=solid]; -"356 features/16/conv/0/0/conv2d/0" -> "361 features/16/conv/0/1/batch_norm/0" [label="(1, 960, 2, 2)", style=solid]; -"357 features.16.conv.0.1.weight" -> "361 features/16/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"358 features.16.conv.0.1.bias" -> "361 features/16/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"359 features.16.conv.0.1.running_mean" -> "361 features/16/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"360 features.16.conv.0.1.running_var" -> "361 features/16/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"361 features/16/conv/0/1/batch_norm/0" -> "362 features/16/conv/0/2/hardtanh/0" [label="(1, 960, 2, 2)", style=solid]; -"362 features/16/conv/0/2/hardtanh/0" -> "364 features/16/conv/1/0/conv2d/0" [label="(1, 960, 2, 2)", style=solid]; -"363 features.16.conv.1.0.weight" -> "364 features/16/conv/1/0/conv2d/0" [label="(960, 1, 3, 3)", style=solid]; -"364 features/16/conv/1/0/conv2d/0" -> "369 features/16/conv/1/1/batch_norm/0" [label="(1, 960, 2, 2)", style=solid]; -"365 features.16.conv.1.1.weight" -> "369 features/16/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"366 features.16.conv.1.1.bias" -> "369 features/16/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"367 features.16.conv.1.1.running_mean" -> "369 features/16/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"368 features.16.conv.1.1.running_var" -> "369 features/16/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"369 features/16/conv/1/1/batch_norm/0" -> "370 features/16/conv/1/2/hardtanh/0" [label="(1, 960, 2, 2)", style=solid]; -"370 features/16/conv/1/2/hardtanh/0" -> "372 features/16/conv/2/conv2d/0" [label="(1, 960, 2, 2)", style=solid]; -"371 features.16.conv.2.weight" -> "372 features/16/conv/2/conv2d/0" [label="(160, 960, 1, 1)", style=solid]; -"372 features/16/conv/2/conv2d/0" -> "377 features/16/conv/3/batch_norm/0" [label="(1, 160, 2, 2)", style=solid]; -"373 features.16.conv.3.weight" -> "377 features/16/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"374 features.16.conv.3.bias" -> "377 features/16/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"375 features.16.conv.3.running_mean" -> "377 features/16/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"376 features.16.conv.3.running_var" -> "377 features/16/conv/3/batch_norm/0" [label="(160,)", style=solid]; -"377 features/16/conv/3/batch_norm/0" -> "378 features/16/add/0" [label="(1, 160, 2, 2)", style=solid]; -"378 features/16/add/0" -> "380 features/17/conv/0/0/conv2d/0" [label="(1, 160, 2, 2)", style=solid]; -"379 features.17.conv.0.0.weight" -> "380 features/17/conv/0/0/conv2d/0" [label="(960, 160, 1, 1)", style=solid]; -"380 features/17/conv/0/0/conv2d/0" -> "385 features/17/conv/0/1/batch_norm/0" [label="(1, 960, 2, 2)", style=solid]; -"381 features.17.conv.0.1.weight" -> "385 features/17/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"382 features.17.conv.0.1.bias" -> "385 features/17/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"383 features.17.conv.0.1.running_mean" -> "385 features/17/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"384 features.17.conv.0.1.running_var" -> "385 features/17/conv/0/1/batch_norm/0" [label="(960,)", style=solid]; -"385 features/17/conv/0/1/batch_norm/0" -> "386 features/17/conv/0/2/hardtanh/0" [label="(1, 960, 2, 2)", style=solid]; -"386 features/17/conv/0/2/hardtanh/0" -> "388 features/17/conv/1/0/conv2d/0" [label="(1, 960, 2, 2)", style=solid]; -"387 features.17.conv.1.0.weight" -> "388 features/17/conv/1/0/conv2d/0" [label="(960, 1, 3, 3)", style=solid]; -"388 features/17/conv/1/0/conv2d/0" -> "393 features/17/conv/1/1/batch_norm/0" [label="(1, 960, 2, 2)", style=solid]; -"389 features.17.conv.1.1.weight" -> "393 features/17/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"390 features.17.conv.1.1.bias" -> "393 features/17/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"391 features.17.conv.1.1.running_mean" -> "393 features/17/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"392 features.17.conv.1.1.running_var" -> "393 features/17/conv/1/1/batch_norm/0" [label="(960,)", style=solid]; -"393 features/17/conv/1/1/batch_norm/0" -> "394 features/17/conv/1/2/hardtanh/0" [label="(1, 960, 2, 2)", style=solid]; -"394 features/17/conv/1/2/hardtanh/0" -> "396 features/17/conv/2/conv2d/0" [label="(1, 960, 2, 2)", style=solid]; -"395 features.17.conv.2.weight" -> "396 features/17/conv/2/conv2d/0" [label="(320, 960, 1, 1)", style=solid]; -"396 features/17/conv/2/conv2d/0" -> "401 features/17/conv/3/batch_norm/0" [label="(1, 320, 2, 2)", style=solid]; -"397 features.17.conv.3.weight" -> "401 features/17/conv/3/batch_norm/0" [label="(320,)", style=solid]; -"398 features.17.conv.3.bias" -> "401 features/17/conv/3/batch_norm/0" [label="(320,)", style=solid]; -"399 features.17.conv.3.running_mean" -> "401 features/17/conv/3/batch_norm/0" [label="(320,)", style=solid]; -"400 features.17.conv.3.running_var" -> "401 features/17/conv/3/batch_norm/0" [label="(320,)", style=solid]; -"401 features/17/conv/3/batch_norm/0" -> "403 features/18/0/conv2d/0" [label="(1, 320, 2, 2)", style=solid]; -"402 features.18.0.weight" -> "403 features/18/0/conv2d/0" [label="(1280, 320, 1, 1)", style=solid]; -"403 features/18/0/conv2d/0" -> "408 features/18/1/batch_norm/0" [label="(1, 1280, 2, 2)", style=solid]; -"404 features.18.1.weight" -> "408 features/18/1/batch_norm/0" [label="(1280,)", style=solid]; -"405 features.18.1.bias" -> "408 features/18/1/batch_norm/0" [label="(1280,)", style=solid]; -"406 features.18.1.running_mean" -> "408 features/18/1/batch_norm/0" [label="(1280,)", style=solid]; -"407 features.18.1.running_var" -> "408 features/18/1/batch_norm/0" [label="(1280,)", style=solid]; -"408 features/18/1/batch_norm/0" -> "409 features/18/2/hardtanh/0" [label="(1, 1280, 2, 2)", style=solid]; -"409 features/18/2/hardtanh/0" -> "410 /adaptive_avg_pool2d/0" [label="(1, 1280, 2, 2)", style=solid]; -"410 /adaptive_avg_pool2d/0" -> "411 /flatten/0" [label="(1, 1280, 1, 1)", style=solid]; -"411 /flatten/0" -> "412 classifier/0/dropout/0" [label="(1, 1280)", style=solid]; -"412 classifier/0/dropout/0" -> "415 classifier/1/linear/0" [label="(1, 1280)", style=solid]; -"413 classifier.1.weight" -> "415 classifier/1/linear/0" [label="(1000, 1280)", style=solid]; -"414 classifier.1.bias" -> "415 classifier/1/linear/0" [label="(1000,)", style=solid]; -"415 classifier/1/linear/0" -> "416 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"features.0.0.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/0/conv2d/0" [id=2, metatype=PTConv2dMetatype, type=conv2d]; +"features.0.1.weight" [id=3, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.bias" [id=4, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.running_mean" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.running_var" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/1/batch_norm/0" [id=7, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/0/2/hardtanh/0" [id=8, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.1.conv.0.0.weight" [id=9, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/conv/0/0/conv2d/0" [id=10, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.1.conv.0.1.weight" [id=11, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.conv.0.1.bias" [id=12, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.conv.0.1.running_mean" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.conv.0.1.running_var" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/conv/0/1/batch_norm/0" [id=15, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/1/conv/0/2/hardtanh/0" [id=16, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.1.conv.1.weight" [id=17, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/conv/1/conv2d/0" [id=18, metatype=PTConv2dMetatype, type=conv2d]; +"features.1.conv.2.weight" [id=19, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.conv.2.bias" [id=20, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.conv.2.running_mean" [id=21, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.conv.2.running_var" [id=22, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/conv/2/batch_norm/0" [id=23, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.2.conv.0.0.weight" [id=24, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/conv/0/0/conv2d/0" [id=25, metatype=PTConv2dMetatype, type=conv2d]; +"features.2.conv.0.1.weight" [id=26, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.conv.0.1.bias" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.conv.0.1.running_mean" [id=28, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.conv.0.1.running_var" [id=29, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/conv/0/1/batch_norm/0" [id=30, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/2/conv/0/2/hardtanh/0" [id=31, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.2.conv.1.0.weight" [id=32, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/conv/1/0/conv2d/0" [id=33, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.2.conv.1.1.weight" [id=34, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.conv.1.1.bias" [id=35, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.conv.1.1.running_mean" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.conv.1.1.running_var" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/conv/1/1/batch_norm/0" [id=38, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/2/conv/1/2/hardtanh/0" [id=39, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.2.conv.2.weight" [id=40, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/conv/2/conv2d/0" [id=41, metatype=PTConv2dMetatype, type=conv2d]; +"features.2.conv.3.weight" [id=42, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.conv.3.bias" [id=43, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.conv.3.running_mean" [id=44, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.conv.3.running_var" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/conv/3/batch_norm/0" [id=46, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.3.conv.0.0.weight" [id=47, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/conv/0/0/conv2d/0" [id=48, metatype=PTConv2dMetatype, type=conv2d]; +"features.3.conv.0.1.weight" [id=49, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.conv.0.1.bias" [id=50, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.conv.0.1.running_mean" [id=51, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.conv.0.1.running_var" [id=52, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/conv/0/1/batch_norm/0" [id=53, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/conv/0/2/hardtanh/0" [id=54, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.3.conv.1.0.weight" [id=55, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/conv/1/0/conv2d/0" [id=56, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.3.conv.1.1.weight" [id=57, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.conv.1.1.bias" [id=58, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.conv.1.1.running_mean" [id=59, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.conv.1.1.running_var" [id=60, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/conv/1/1/batch_norm/0" [id=61, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/conv/1/2/hardtanh/0" [id=62, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.3.conv.2.weight" [id=63, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/conv/2/conv2d/0" [id=64, metatype=PTConv2dMetatype, type=conv2d]; +"features.3.conv.3.weight" [id=65, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.conv.3.bias" [id=66, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.conv.3.running_mean" [id=67, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.conv.3.running_var" [id=68, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/conv/3/batch_norm/0" [id=69, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/add/0" [id=70, metatype=PTAddMetatype, type=add]; +"features.4.conv.0.0.weight" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/conv/0/0/conv2d/0" [id=72, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.conv.0.1.weight" [id=73, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.conv.0.1.bias" [id=74, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.conv.0.1.running_mean" [id=75, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.conv.0.1.running_var" [id=76, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/conv/0/1/batch_norm/0" [id=77, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/conv/0/2/hardtanh/0" [id=78, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.4.conv.1.0.weight" [id=79, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/conv/1/0/conv2d/0" [id=80, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.4.conv.1.1.weight" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.conv.1.1.bias" [id=82, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.conv.1.1.running_mean" [id=83, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.conv.1.1.running_var" [id=84, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/conv/1/1/batch_norm/0" [id=85, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/conv/1/2/hardtanh/0" [id=86, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.4.conv.2.weight" [id=87, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/conv/2/conv2d/0" [id=88, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.conv.3.weight" [id=89, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.conv.3.bias" [id=90, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.conv.3.running_mean" [id=91, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.conv.3.running_var" [id=92, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/conv/3/batch_norm/0" [id=93, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.5.conv.0.0.weight" [id=94, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/conv/0/0/conv2d/0" [id=95, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.conv.0.1.weight" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.conv.0.1.bias" [id=97, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.conv.0.1.running_mean" [id=98, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.conv.0.1.running_var" [id=99, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/conv/0/1/batch_norm/0" [id=100, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/conv/0/2/hardtanh/0" [id=101, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.5.conv.1.0.weight" [id=102, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/conv/1/0/conv2d/0" [id=103, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.5.conv.1.1.weight" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.conv.1.1.bias" [id=105, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.conv.1.1.running_mean" [id=106, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.conv.1.1.running_var" [id=107, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/conv/1/1/batch_norm/0" [id=108, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/conv/1/2/hardtanh/0" [id=109, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.5.conv.2.weight" [id=110, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/conv/2/conv2d/0" [id=111, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.conv.3.weight" [id=112, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.conv.3.bias" [id=113, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.conv.3.running_mean" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.conv.3.running_var" [id=115, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/conv/3/batch_norm/0" [id=116, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/add/0" [id=117, metatype=PTAddMetatype, type=add]; +"features.6.conv.0.0.weight" [id=118, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/conv/0/0/conv2d/0" [id=119, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.conv.0.1.weight" [id=120, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.conv.0.1.bias" [id=121, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.conv.0.1.running_mean" [id=122, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.conv.0.1.running_var" [id=123, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/conv/0/1/batch_norm/0" [id=124, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/conv/0/2/hardtanh/0" [id=125, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.6.conv.1.0.weight" [id=126, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/conv/1/0/conv2d/0" [id=127, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.6.conv.1.1.weight" [id=128, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.conv.1.1.bias" [id=129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.conv.1.1.running_mean" [id=130, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.conv.1.1.running_var" [id=131, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/conv/1/1/batch_norm/0" [id=132, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/conv/1/2/hardtanh/0" [id=133, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.6.conv.2.weight" [id=134, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/conv/2/conv2d/0" [id=135, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.conv.3.weight" [id=136, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.conv.3.bias" [id=137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.conv.3.running_mean" [id=138, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.conv.3.running_var" [id=139, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/conv/3/batch_norm/0" [id=140, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/add/0" [id=141, metatype=PTAddMetatype, type=add]; +"features.7.conv.0.0.weight" [id=142, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/conv/0/0/conv2d/0" [id=143, metatype=PTConv2dMetatype, type=conv2d]; +"features.7.conv.0.1.weight" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.conv.0.1.bias" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.conv.0.1.running_mean" [id=146, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.conv.0.1.running_var" [id=147, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/conv/0/1/batch_norm/0" [id=148, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/7/conv/0/2/hardtanh/0" [id=149, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.7.conv.1.0.weight" [id=150, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/conv/1/0/conv2d/0" [id=151, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.7.conv.1.1.weight" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.conv.1.1.bias" [id=153, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.conv.1.1.running_mean" [id=154, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.conv.1.1.running_var" [id=155, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/conv/1/1/batch_norm/0" [id=156, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/7/conv/1/2/hardtanh/0" [id=157, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.7.conv.2.weight" [id=158, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/conv/2/conv2d/0" [id=159, metatype=PTConv2dMetatype, type=conv2d]; +"features.7.conv.3.weight" [id=160, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.conv.3.bias" [id=161, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.conv.3.running_mean" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.conv.3.running_var" [id=163, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/conv/3/batch_norm/0" [id=164, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.8.conv.0.0.weight" [id=165, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/conv/0/0/conv2d/0" [id=166, metatype=PTConv2dMetatype, type=conv2d]; +"features.8.conv.0.1.weight" [id=167, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.conv.0.1.bias" [id=168, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.conv.0.1.running_mean" [id=169, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.conv.0.1.running_var" [id=170, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/conv/0/1/batch_norm/0" [id=171, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/8/conv/0/2/hardtanh/0" [id=172, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.8.conv.1.0.weight" [id=173, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/conv/1/0/conv2d/0" [id=174, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.8.conv.1.1.weight" [id=175, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.conv.1.1.bias" [id=176, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.conv.1.1.running_mean" [id=177, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.conv.1.1.running_var" [id=178, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/conv/1/1/batch_norm/0" [id=179, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/8/conv/1/2/hardtanh/0" [id=180, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.8.conv.2.weight" [id=181, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/conv/2/conv2d/0" [id=182, metatype=PTConv2dMetatype, type=conv2d]; +"features.8.conv.3.weight" [id=183, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.conv.3.bias" [id=184, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.conv.3.running_mean" [id=185, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.conv.3.running_var" [id=186, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/conv/3/batch_norm/0" [id=187, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/8/add/0" [id=188, metatype=PTAddMetatype, type=add]; +"features.9.conv.0.0.weight" [id=189, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/conv/0/0/conv2d/0" [id=190, metatype=PTConv2dMetatype, type=conv2d]; +"features.9.conv.0.1.weight" [id=191, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.conv.0.1.bias" [id=192, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.conv.0.1.running_mean" [id=193, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.conv.0.1.running_var" [id=194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/conv/0/1/batch_norm/0" [id=195, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/9/conv/0/2/hardtanh/0" [id=196, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.9.conv.1.0.weight" [id=197, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/conv/1/0/conv2d/0" [id=198, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.9.conv.1.1.weight" [id=199, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.conv.1.1.bias" [id=200, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.conv.1.1.running_mean" [id=201, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.conv.1.1.running_var" [id=202, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/conv/1/1/batch_norm/0" [id=203, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/9/conv/1/2/hardtanh/0" [id=204, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.9.conv.2.weight" [id=205, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/conv/2/conv2d/0" [id=206, metatype=PTConv2dMetatype, type=conv2d]; +"features.9.conv.3.weight" [id=207, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.conv.3.bias" [id=208, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.conv.3.running_mean" [id=209, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.conv.3.running_var" [id=210, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/conv/3/batch_norm/0" [id=211, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/9/add/0" [id=212, metatype=PTAddMetatype, type=add]; +"features.10.conv.0.0.weight" [id=213, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/conv/0/0/conv2d/0" [id=214, metatype=PTConv2dMetatype, type=conv2d]; +"features.10.conv.0.1.weight" [id=215, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.conv.0.1.bias" [id=216, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.conv.0.1.running_mean" [id=217, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.conv.0.1.running_var" [id=218, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/conv/0/1/batch_norm/0" [id=219, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/10/conv/0/2/hardtanh/0" [id=220, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.10.conv.1.0.weight" [id=221, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/conv/1/0/conv2d/0" [id=222, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.10.conv.1.1.weight" [id=223, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.conv.1.1.bias" [id=224, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.conv.1.1.running_mean" [id=225, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.conv.1.1.running_var" [id=226, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/conv/1/1/batch_norm/0" [id=227, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/10/conv/1/2/hardtanh/0" [id=228, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.10.conv.2.weight" [id=229, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/conv/2/conv2d/0" [id=230, metatype=PTConv2dMetatype, type=conv2d]; +"features.10.conv.3.weight" [id=231, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.conv.3.bias" [id=232, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.conv.3.running_mean" [id=233, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.conv.3.running_var" [id=234, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/conv/3/batch_norm/0" [id=235, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/10/add/0" [id=236, metatype=PTAddMetatype, type=add]; +"features.11.conv.0.0.weight" [id=237, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/conv/0/0/conv2d/0" [id=238, metatype=PTConv2dMetatype, type=conv2d]; +"features.11.conv.0.1.weight" [id=239, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.conv.0.1.bias" [id=240, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.conv.0.1.running_mean" [id=241, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.conv.0.1.running_var" [id=242, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/conv/0/1/batch_norm/0" [id=243, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/11/conv/0/2/hardtanh/0" [id=244, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.11.conv.1.0.weight" [id=245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/conv/1/0/conv2d/0" [id=246, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.11.conv.1.1.weight" [id=247, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.conv.1.1.bias" [id=248, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.conv.1.1.running_mean" [id=249, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.conv.1.1.running_var" [id=250, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/conv/1/1/batch_norm/0" [id=251, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/11/conv/1/2/hardtanh/0" [id=252, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.11.conv.2.weight" [id=253, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/conv/2/conv2d/0" [id=254, metatype=PTConv2dMetatype, type=conv2d]; +"features.11.conv.3.weight" [id=255, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.conv.3.bias" [id=256, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.conv.3.running_mean" [id=257, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.conv.3.running_var" [id=258, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/conv/3/batch_norm/0" [id=259, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.12.conv.0.0.weight" [id=260, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/conv/0/0/conv2d/0" [id=261, metatype=PTConv2dMetatype, type=conv2d]; +"features.12.conv.0.1.weight" [id=262, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.conv.0.1.bias" [id=263, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.conv.0.1.running_mean" [id=264, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.conv.0.1.running_var" [id=265, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/conv/0/1/batch_norm/0" [id=266, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/12/conv/0/2/hardtanh/0" [id=267, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.12.conv.1.0.weight" [id=268, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/conv/1/0/conv2d/0" [id=269, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.12.conv.1.1.weight" [id=270, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.conv.1.1.bias" [id=271, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.conv.1.1.running_mean" [id=272, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.conv.1.1.running_var" [id=273, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/conv/1/1/batch_norm/0" [id=274, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/12/conv/1/2/hardtanh/0" [id=275, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.12.conv.2.weight" [id=276, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/conv/2/conv2d/0" [id=277, metatype=PTConv2dMetatype, type=conv2d]; +"features.12.conv.3.weight" [id=278, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.conv.3.bias" [id=279, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.conv.3.running_mean" [id=280, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.conv.3.running_var" [id=281, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/conv/3/batch_norm/0" [id=282, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/12/add/0" [id=283, metatype=PTAddMetatype, type=add]; +"features.13.conv.0.0.weight" [id=284, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/13/conv/0/0/conv2d/0" [id=285, metatype=PTConv2dMetatype, type=conv2d]; +"features.13.conv.0.1.weight" [id=286, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.13.conv.0.1.bias" [id=287, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.13.conv.0.1.running_mean" [id=288, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.13.conv.0.1.running_var" [id=289, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/13/conv/0/1/batch_norm/0" [id=290, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/13/conv/0/2/hardtanh/0" [id=291, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.13.conv.1.0.weight" [id=292, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/13/conv/1/0/conv2d/0" [id=293, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.13.conv.1.1.weight" [id=294, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.13.conv.1.1.bias" [id=295, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.13.conv.1.1.running_mean" [id=296, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.13.conv.1.1.running_var" [id=297, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/13/conv/1/1/batch_norm/0" [id=298, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/13/conv/1/2/hardtanh/0" [id=299, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.13.conv.2.weight" [id=300, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/13/conv/2/conv2d/0" [id=301, metatype=PTConv2dMetatype, type=conv2d]; +"features.13.conv.3.weight" [id=302, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.13.conv.3.bias" [id=303, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.13.conv.3.running_mean" [id=304, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.13.conv.3.running_var" [id=305, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/13/conv/3/batch_norm/0" [id=306, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/13/add/0" [id=307, metatype=PTAddMetatype, type=add]; +"features.14.conv.0.0.weight" [id=308, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/14/conv/0/0/conv2d/0" [id=309, metatype=PTConv2dMetatype, type=conv2d]; +"features.14.conv.0.1.weight" [id=310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.conv.0.1.bias" [id=311, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.conv.0.1.running_mean" [id=312, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.conv.0.1.running_var" [id=313, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/14/conv/0/1/batch_norm/0" [id=314, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/14/conv/0/2/hardtanh/0" [id=315, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.14.conv.1.0.weight" [id=316, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/14/conv/1/0/conv2d/0" [id=317, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.14.conv.1.1.weight" [id=318, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.conv.1.1.bias" [id=319, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.conv.1.1.running_mean" [id=320, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.conv.1.1.running_var" [id=321, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/14/conv/1/1/batch_norm/0" [id=322, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/14/conv/1/2/hardtanh/0" [id=323, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.14.conv.2.weight" [id=324, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/14/conv/2/conv2d/0" [id=325, metatype=PTConv2dMetatype, type=conv2d]; +"features.14.conv.3.weight" [id=326, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.conv.3.bias" [id=327, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.conv.3.running_mean" [id=328, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.conv.3.running_var" [id=329, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/14/conv/3/batch_norm/0" [id=330, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.15.conv.0.0.weight" [id=331, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/15/conv/0/0/conv2d/0" [id=332, metatype=PTConv2dMetatype, type=conv2d]; +"features.15.conv.0.1.weight" [id=333, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.15.conv.0.1.bias" [id=334, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.15.conv.0.1.running_mean" [id=335, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.15.conv.0.1.running_var" [id=336, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/15/conv/0/1/batch_norm/0" [id=337, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/15/conv/0/2/hardtanh/0" [id=338, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.15.conv.1.0.weight" [id=339, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/15/conv/1/0/conv2d/0" [id=340, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.15.conv.1.1.weight" [id=341, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.15.conv.1.1.bias" [id=342, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.15.conv.1.1.running_mean" [id=343, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.15.conv.1.1.running_var" [id=344, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/15/conv/1/1/batch_norm/0" [id=345, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/15/conv/1/2/hardtanh/0" [id=346, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.15.conv.2.weight" [id=347, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/15/conv/2/conv2d/0" [id=348, metatype=PTConv2dMetatype, type=conv2d]; +"features.15.conv.3.weight" [id=349, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.15.conv.3.bias" [id=350, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.15.conv.3.running_mean" [id=351, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.15.conv.3.running_var" [id=352, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/15/conv/3/batch_norm/0" [id=353, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/15/add/0" [id=354, metatype=PTAddMetatype, type=add]; +"features.16.conv.0.0.weight" [id=355, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/16/conv/0/0/conv2d/0" [id=356, metatype=PTConv2dMetatype, type=conv2d]; +"features.16.conv.0.1.weight" [id=357, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.16.conv.0.1.bias" [id=358, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.16.conv.0.1.running_mean" [id=359, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.16.conv.0.1.running_var" [id=360, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/16/conv/0/1/batch_norm/0" [id=361, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/16/conv/0/2/hardtanh/0" [id=362, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.16.conv.1.0.weight" [id=363, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/16/conv/1/0/conv2d/0" [id=364, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.16.conv.1.1.weight" [id=365, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.16.conv.1.1.bias" [id=366, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.16.conv.1.1.running_mean" [id=367, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.16.conv.1.1.running_var" [id=368, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/16/conv/1/1/batch_norm/0" [id=369, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/16/conv/1/2/hardtanh/0" [id=370, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.16.conv.2.weight" [id=371, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/16/conv/2/conv2d/0" [id=372, metatype=PTConv2dMetatype, type=conv2d]; +"features.16.conv.3.weight" [id=373, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.16.conv.3.bias" [id=374, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.16.conv.3.running_mean" [id=375, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.16.conv.3.running_var" [id=376, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/16/conv/3/batch_norm/0" [id=377, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/16/add/0" [id=378, metatype=PTAddMetatype, type=add]; +"features.17.conv.0.0.weight" [id=379, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/17/conv/0/0/conv2d/0" [id=380, metatype=PTConv2dMetatype, type=conv2d]; +"features.17.conv.0.1.weight" [id=381, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.conv.0.1.bias" [id=382, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.conv.0.1.running_mean" [id=383, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.conv.0.1.running_var" [id=384, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/17/conv/0/1/batch_norm/0" [id=385, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/17/conv/0/2/hardtanh/0" [id=386, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.17.conv.1.0.weight" [id=387, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/17/conv/1/0/conv2d/0" [id=388, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.17.conv.1.1.weight" [id=389, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.conv.1.1.bias" [id=390, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.conv.1.1.running_mean" [id=391, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.conv.1.1.running_var" [id=392, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/17/conv/1/1/batch_norm/0" [id=393, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/17/conv/1/2/hardtanh/0" [id=394, metatype=PTHardTanhMetatype, type=hardtanh]; +"features.17.conv.2.weight" [id=395, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/17/conv/2/conv2d/0" [id=396, metatype=PTConv2dMetatype, type=conv2d]; +"features.17.conv.3.weight" [id=397, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.conv.3.bias" [id=398, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.conv.3.running_mean" [id=399, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.conv.3.running_var" [id=400, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/17/conv/3/batch_norm/0" [id=401, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.18.0.weight" [id=402, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/18/0/conv2d/0" [id=403, metatype=PTConv2dMetatype, type=conv2d]; +"features.18.1.weight" [id=404, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.18.1.bias" [id=405, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.18.1.running_mean" [id=406, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.18.1.running_var" [id=407, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/18/1/batch_norm/0" [id=408, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/18/2/hardtanh/0" [id=409, metatype=PTHardTanhMetatype, type=hardtanh]; +"/adaptive_avg_pool2d/0" [id=410, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"/flatten/0" [id=411, metatype=PTReshapeMetatype, type=flatten]; +"classifier/0/dropout/0" [id=412, metatype=PTDropoutMetatype, type=dropout]; +"classifier.1.weight" [id=413, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.1.bias" [id=414, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/1/linear/0" [id=415, metatype=PTLinearMetatype, type=linear]; +output [id=416, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "features/0/0/conv2d/0" [dtype=float, shape="(1, 3, 64, 64)"]; +"features.0.0.weight" -> "features/0/0/conv2d/0" [dtype=float, shape="(32, 3, 3, 3)"]; +"features/0/0/conv2d/0" -> "features/0/1/batch_norm/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features.0.1.weight" -> "features/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.0.1.bias" -> "features/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.0.1.running_mean" -> "features/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.0.1.running_var" -> "features/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features/0/1/batch_norm/0" -> "features/0/2/hardtanh/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features/0/2/hardtanh/0" -> "features/1/conv/0/0/conv2d/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features.1.conv.0.0.weight" -> "features/1/conv/0/0/conv2d/0" [dtype=float, shape="(32, 1, 3, 3)"]; +"features/1/conv/0/0/conv2d/0" -> "features/1/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features.1.conv.0.1.weight" -> "features/1/conv/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.1.conv.0.1.bias" -> "features/1/conv/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.1.conv.0.1.running_mean" -> "features/1/conv/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.1.conv.0.1.running_var" -> "features/1/conv/0/1/batch_norm/0" [dtype=float, shape="(32,)"]; +"features/1/conv/0/1/batch_norm/0" -> "features/1/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features/1/conv/0/2/hardtanh/0" -> "features/1/conv/1/conv2d/0" [dtype=float, shape="(1, 32, 32, 32)"]; +"features.1.conv.1.weight" -> "features/1/conv/1/conv2d/0" [dtype=float, shape="(16, 32, 1, 1)"]; +"features/1/conv/1/conv2d/0" -> "features/1/conv/2/batch_norm/0" [dtype=float, shape="(1, 16, 32, 32)"]; +"features.1.conv.2.weight" -> "features/1/conv/2/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.conv.2.bias" -> "features/1/conv/2/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.conv.2.running_mean" -> "features/1/conv/2/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.conv.2.running_var" -> "features/1/conv/2/batch_norm/0" [dtype=float, shape="(16,)"]; +"features/1/conv/2/batch_norm/0" -> "features/2/conv/0/0/conv2d/0" [dtype=float, shape="(1, 16, 32, 32)"]; +"features.2.conv.0.0.weight" -> "features/2/conv/0/0/conv2d/0" [dtype=float, shape="(96, 16, 1, 1)"]; +"features/2/conv/0/0/conv2d/0" -> "features/2/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 96, 32, 32)"]; +"features.2.conv.0.1.weight" -> "features/2/conv/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.conv.0.1.bias" -> "features/2/conv/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.conv.0.1.running_mean" -> "features/2/conv/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.conv.0.1.running_var" -> "features/2/conv/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/2/conv/0/1/batch_norm/0" -> "features/2/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 96, 32, 32)"]; +"features/2/conv/0/2/hardtanh/0" -> "features/2/conv/1/0/conv2d/0" [dtype=float, shape="(1, 96, 32, 32)"]; +"features.2.conv.1.0.weight" -> "features/2/conv/1/0/conv2d/0" [dtype=float, shape="(96, 1, 3, 3)"]; +"features/2/conv/1/0/conv2d/0" -> "features/2/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.2.conv.1.1.weight" -> "features/2/conv/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.conv.1.1.bias" -> "features/2/conv/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.conv.1.1.running_mean" -> "features/2/conv/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.2.conv.1.1.running_var" -> "features/2/conv/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/2/conv/1/1/batch_norm/0" -> "features/2/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features/2/conv/1/2/hardtanh/0" -> "features/2/conv/2/conv2d/0" [dtype=float, shape="(1, 96, 16, 16)"]; +"features.2.conv.2.weight" -> "features/2/conv/2/conv2d/0" [dtype=float, shape="(24, 96, 1, 1)"]; +"features/2/conv/2/conv2d/0" -> "features/2/conv/3/batch_norm/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features.2.conv.3.weight" -> "features/2/conv/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.conv.3.bias" -> "features/2/conv/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.conv.3.running_mean" -> "features/2/conv/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.conv.3.running_var" -> "features/2/conv/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"features/2/conv/3/batch_norm/0" -> "features/3/conv/0/0/conv2d/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features/2/conv/3/batch_norm/0" -> "features/3/add/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features.3.conv.0.0.weight" -> "features/3/conv/0/0/conv2d/0" [dtype=float, shape="(144, 24, 1, 1)"]; +"features/3/conv/0/0/conv2d/0" -> "features/3/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.3.conv.0.1.weight" -> "features/3/conv/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.conv.0.1.bias" -> "features/3/conv/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.conv.0.1.running_mean" -> "features/3/conv/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.conv.0.1.running_var" -> "features/3/conv/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/3/conv/0/1/batch_norm/0" -> "features/3/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features/3/conv/0/2/hardtanh/0" -> "features/3/conv/1/0/conv2d/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.3.conv.1.0.weight" -> "features/3/conv/1/0/conv2d/0" [dtype=float, shape="(144, 1, 3, 3)"]; +"features/3/conv/1/0/conv2d/0" -> "features/3/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.3.conv.1.1.weight" -> "features/3/conv/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.conv.1.1.bias" -> "features/3/conv/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.conv.1.1.running_mean" -> "features/3/conv/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.3.conv.1.1.running_var" -> "features/3/conv/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/3/conv/1/1/batch_norm/0" -> "features/3/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features/3/conv/1/2/hardtanh/0" -> "features/3/conv/2/conv2d/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.3.conv.2.weight" -> "features/3/conv/2/conv2d/0" [dtype=float, shape="(24, 144, 1, 1)"]; +"features/3/conv/2/conv2d/0" -> "features/3/conv/3/batch_norm/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features.3.conv.3.weight" -> "features/3/conv/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.3.conv.3.bias" -> "features/3/conv/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.3.conv.3.running_mean" -> "features/3/conv/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.3.conv.3.running_var" -> "features/3/conv/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"features/3/conv/3/batch_norm/0" -> "features/3/add/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features/3/add/0" -> "features/4/conv/0/0/conv2d/0" [dtype=float, shape="(1, 24, 16, 16)"]; +"features.4.conv.0.0.weight" -> "features/4/conv/0/0/conv2d/0" [dtype=float, shape="(144, 24, 1, 1)"]; +"features/4/conv/0/0/conv2d/0" -> "features/4/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.4.conv.0.1.weight" -> "features/4/conv/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.4.conv.0.1.bias" -> "features/4/conv/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.4.conv.0.1.running_mean" -> "features/4/conv/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.4.conv.0.1.running_var" -> "features/4/conv/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/4/conv/0/1/batch_norm/0" -> "features/4/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features/4/conv/0/2/hardtanh/0" -> "features/4/conv/1/0/conv2d/0" [dtype=float, shape="(1, 144, 16, 16)"]; +"features.4.conv.1.0.weight" -> "features/4/conv/1/0/conv2d/0" [dtype=float, shape="(144, 1, 3, 3)"]; +"features/4/conv/1/0/conv2d/0" -> "features/4/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 144, 8, 8)"]; +"features.4.conv.1.1.weight" -> "features/4/conv/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.4.conv.1.1.bias" -> "features/4/conv/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.4.conv.1.1.running_mean" -> "features/4/conv/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.4.conv.1.1.running_var" -> "features/4/conv/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/4/conv/1/1/batch_norm/0" -> "features/4/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 144, 8, 8)"]; +"features/4/conv/1/2/hardtanh/0" -> "features/4/conv/2/conv2d/0" [dtype=float, shape="(1, 144, 8, 8)"]; +"features.4.conv.2.weight" -> "features/4/conv/2/conv2d/0" [dtype=float, shape="(32, 144, 1, 1)"]; +"features/4/conv/2/conv2d/0" -> "features/4/conv/3/batch_norm/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features.4.conv.3.weight" -> "features/4/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.4.conv.3.bias" -> "features/4/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.4.conv.3.running_mean" -> "features/4/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.4.conv.3.running_var" -> "features/4/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features/4/conv/3/batch_norm/0" -> "features/5/conv/0/0/conv2d/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/4/conv/3/batch_norm/0" -> "features/5/add/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features.5.conv.0.0.weight" -> "features/5/conv/0/0/conv2d/0" [dtype=float, shape="(192, 32, 1, 1)"]; +"features/5/conv/0/0/conv2d/0" -> "features/5/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.5.conv.0.1.weight" -> "features/5/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.5.conv.0.1.bias" -> "features/5/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.5.conv.0.1.running_mean" -> "features/5/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.5.conv.0.1.running_var" -> "features/5/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/5/conv/0/1/batch_norm/0" -> "features/5/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/5/conv/0/2/hardtanh/0" -> "features/5/conv/1/0/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.5.conv.1.0.weight" -> "features/5/conv/1/0/conv2d/0" [dtype=float, shape="(192, 1, 3, 3)"]; +"features/5/conv/1/0/conv2d/0" -> "features/5/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.5.conv.1.1.weight" -> "features/5/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.5.conv.1.1.bias" -> "features/5/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.5.conv.1.1.running_mean" -> "features/5/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.5.conv.1.1.running_var" -> "features/5/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/5/conv/1/1/batch_norm/0" -> "features/5/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/5/conv/1/2/hardtanh/0" -> "features/5/conv/2/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.5.conv.2.weight" -> "features/5/conv/2/conv2d/0" [dtype=float, shape="(32, 192, 1, 1)"]; +"features/5/conv/2/conv2d/0" -> "features/5/conv/3/batch_norm/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features.5.conv.3.weight" -> "features/5/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.5.conv.3.bias" -> "features/5/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.5.conv.3.running_mean" -> "features/5/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.5.conv.3.running_var" -> "features/5/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features/5/conv/3/batch_norm/0" -> "features/5/add/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/5/add/0" -> "features/6/conv/0/0/conv2d/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/5/add/0" -> "features/6/add/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features.6.conv.0.0.weight" -> "features/6/conv/0/0/conv2d/0" [dtype=float, shape="(192, 32, 1, 1)"]; +"features/6/conv/0/0/conv2d/0" -> "features/6/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.6.conv.0.1.weight" -> "features/6/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.conv.0.1.bias" -> "features/6/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.conv.0.1.running_mean" -> "features/6/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.conv.0.1.running_var" -> "features/6/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/6/conv/0/1/batch_norm/0" -> "features/6/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/6/conv/0/2/hardtanh/0" -> "features/6/conv/1/0/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.6.conv.1.0.weight" -> "features/6/conv/1/0/conv2d/0" [dtype=float, shape="(192, 1, 3, 3)"]; +"features/6/conv/1/0/conv2d/0" -> "features/6/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.6.conv.1.1.weight" -> "features/6/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.conv.1.1.bias" -> "features/6/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.conv.1.1.running_mean" -> "features/6/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.6.conv.1.1.running_var" -> "features/6/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/6/conv/1/1/batch_norm/0" -> "features/6/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/6/conv/1/2/hardtanh/0" -> "features/6/conv/2/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.6.conv.2.weight" -> "features/6/conv/2/conv2d/0" [dtype=float, shape="(32, 192, 1, 1)"]; +"features/6/conv/2/conv2d/0" -> "features/6/conv/3/batch_norm/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features.6.conv.3.weight" -> "features/6/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.6.conv.3.bias" -> "features/6/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.6.conv.3.running_mean" -> "features/6/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features.6.conv.3.running_var" -> "features/6/conv/3/batch_norm/0" [dtype=float, shape="(32,)"]; +"features/6/conv/3/batch_norm/0" -> "features/6/add/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features/6/add/0" -> "features/7/conv/0/0/conv2d/0" [dtype=float, shape="(1, 32, 8, 8)"]; +"features.7.conv.0.0.weight" -> "features/7/conv/0/0/conv2d/0" [dtype=float, shape="(192, 32, 1, 1)"]; +"features/7/conv/0/0/conv2d/0" -> "features/7/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.7.conv.0.1.weight" -> "features/7/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.7.conv.0.1.bias" -> "features/7/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.7.conv.0.1.running_mean" -> "features/7/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.7.conv.0.1.running_var" -> "features/7/conv/0/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/7/conv/0/1/batch_norm/0" -> "features/7/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features/7/conv/0/2/hardtanh/0" -> "features/7/conv/1/0/conv2d/0" [dtype=float, shape="(1, 192, 8, 8)"]; +"features.7.conv.1.0.weight" -> "features/7/conv/1/0/conv2d/0" [dtype=float, shape="(192, 1, 3, 3)"]; +"features/7/conv/1/0/conv2d/0" -> "features/7/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 192, 4, 4)"]; +"features.7.conv.1.1.weight" -> "features/7/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.7.conv.1.1.bias" -> "features/7/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.7.conv.1.1.running_mean" -> "features/7/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features.7.conv.1.1.running_var" -> "features/7/conv/1/1/batch_norm/0" [dtype=float, shape="(192,)"]; +"features/7/conv/1/1/batch_norm/0" -> "features/7/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 192, 4, 4)"]; +"features/7/conv/1/2/hardtanh/0" -> "features/7/conv/2/conv2d/0" [dtype=float, shape="(1, 192, 4, 4)"]; +"features.7.conv.2.weight" -> "features/7/conv/2/conv2d/0" [dtype=float, shape="(64, 192, 1, 1)"]; +"features/7/conv/2/conv2d/0" -> "features/7/conv/3/batch_norm/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features.7.conv.3.weight" -> "features/7/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.7.conv.3.bias" -> "features/7/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.7.conv.3.running_mean" -> "features/7/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.7.conv.3.running_var" -> "features/7/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features/7/conv/3/batch_norm/0" -> "features/8/conv/0/0/conv2d/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features/7/conv/3/batch_norm/0" -> "features/8/add/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features.8.conv.0.0.weight" -> "features/8/conv/0/0/conv2d/0" [dtype=float, shape="(384, 64, 1, 1)"]; +"features/8/conv/0/0/conv2d/0" -> "features/8/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.8.conv.0.1.weight" -> "features/8/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.8.conv.0.1.bias" -> "features/8/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.8.conv.0.1.running_mean" -> "features/8/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.8.conv.0.1.running_var" -> "features/8/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/8/conv/0/1/batch_norm/0" -> "features/8/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/8/conv/0/2/hardtanh/0" -> "features/8/conv/1/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.8.conv.1.0.weight" -> "features/8/conv/1/0/conv2d/0" [dtype=float, shape="(384, 1, 3, 3)"]; +"features/8/conv/1/0/conv2d/0" -> "features/8/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.8.conv.1.1.weight" -> "features/8/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.8.conv.1.1.bias" -> "features/8/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.8.conv.1.1.running_mean" -> "features/8/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.8.conv.1.1.running_var" -> "features/8/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/8/conv/1/1/batch_norm/0" -> "features/8/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/8/conv/1/2/hardtanh/0" -> "features/8/conv/2/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.8.conv.2.weight" -> "features/8/conv/2/conv2d/0" [dtype=float, shape="(64, 384, 1, 1)"]; +"features/8/conv/2/conv2d/0" -> "features/8/conv/3/batch_norm/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features.8.conv.3.weight" -> "features/8/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.8.conv.3.bias" -> "features/8/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.8.conv.3.running_mean" -> "features/8/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.8.conv.3.running_var" -> "features/8/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features/8/conv/3/batch_norm/0" -> "features/8/add/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features/8/add/0" -> "features/9/conv/0/0/conv2d/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features/8/add/0" -> "features/9/add/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features.9.conv.0.0.weight" -> "features/9/conv/0/0/conv2d/0" [dtype=float, shape="(384, 64, 1, 1)"]; +"features/9/conv/0/0/conv2d/0" -> "features/9/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.9.conv.0.1.weight" -> "features/9/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.9.conv.0.1.bias" -> "features/9/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.9.conv.0.1.running_mean" -> "features/9/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.9.conv.0.1.running_var" -> "features/9/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/9/conv/0/1/batch_norm/0" -> "features/9/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/9/conv/0/2/hardtanh/0" -> "features/9/conv/1/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.9.conv.1.0.weight" -> "features/9/conv/1/0/conv2d/0" [dtype=float, shape="(384, 1, 3, 3)"]; +"features/9/conv/1/0/conv2d/0" -> "features/9/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.9.conv.1.1.weight" -> "features/9/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.9.conv.1.1.bias" -> "features/9/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.9.conv.1.1.running_mean" -> "features/9/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.9.conv.1.1.running_var" -> "features/9/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/9/conv/1/1/batch_norm/0" -> "features/9/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/9/conv/1/2/hardtanh/0" -> "features/9/conv/2/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.9.conv.2.weight" -> "features/9/conv/2/conv2d/0" [dtype=float, shape="(64, 384, 1, 1)"]; +"features/9/conv/2/conv2d/0" -> "features/9/conv/3/batch_norm/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features.9.conv.3.weight" -> "features/9/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.9.conv.3.bias" -> "features/9/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.9.conv.3.running_mean" -> "features/9/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.9.conv.3.running_var" -> "features/9/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features/9/conv/3/batch_norm/0" -> "features/9/add/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features/9/add/0" -> "features/10/conv/0/0/conv2d/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features/9/add/0" -> "features/10/add/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features.10.conv.0.0.weight" -> "features/10/conv/0/0/conv2d/0" [dtype=float, shape="(384, 64, 1, 1)"]; +"features/10/conv/0/0/conv2d/0" -> "features/10/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.10.conv.0.1.weight" -> "features/10/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.10.conv.0.1.bias" -> "features/10/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.10.conv.0.1.running_mean" -> "features/10/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.10.conv.0.1.running_var" -> "features/10/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/10/conv/0/1/batch_norm/0" -> "features/10/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/10/conv/0/2/hardtanh/0" -> "features/10/conv/1/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.10.conv.1.0.weight" -> "features/10/conv/1/0/conv2d/0" [dtype=float, shape="(384, 1, 3, 3)"]; +"features/10/conv/1/0/conv2d/0" -> "features/10/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.10.conv.1.1.weight" -> "features/10/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.10.conv.1.1.bias" -> "features/10/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.10.conv.1.1.running_mean" -> "features/10/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.10.conv.1.1.running_var" -> "features/10/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/10/conv/1/1/batch_norm/0" -> "features/10/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/10/conv/1/2/hardtanh/0" -> "features/10/conv/2/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.10.conv.2.weight" -> "features/10/conv/2/conv2d/0" [dtype=float, shape="(64, 384, 1, 1)"]; +"features/10/conv/2/conv2d/0" -> "features/10/conv/3/batch_norm/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features.10.conv.3.weight" -> "features/10/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.10.conv.3.bias" -> "features/10/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.10.conv.3.running_mean" -> "features/10/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features.10.conv.3.running_var" -> "features/10/conv/3/batch_norm/0" [dtype=float, shape="(64,)"]; +"features/10/conv/3/batch_norm/0" -> "features/10/add/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features/10/add/0" -> "features/11/conv/0/0/conv2d/0" [dtype=float, shape="(1, 64, 4, 4)"]; +"features.11.conv.0.0.weight" -> "features/11/conv/0/0/conv2d/0" [dtype=float, shape="(384, 64, 1, 1)"]; +"features/11/conv/0/0/conv2d/0" -> "features/11/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.11.conv.0.1.weight" -> "features/11/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.11.conv.0.1.bias" -> "features/11/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.11.conv.0.1.running_mean" -> "features/11/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.11.conv.0.1.running_var" -> "features/11/conv/0/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/11/conv/0/1/batch_norm/0" -> "features/11/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/11/conv/0/2/hardtanh/0" -> "features/11/conv/1/0/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.11.conv.1.0.weight" -> "features/11/conv/1/0/conv2d/0" [dtype=float, shape="(384, 1, 3, 3)"]; +"features/11/conv/1/0/conv2d/0" -> "features/11/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.11.conv.1.1.weight" -> "features/11/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.11.conv.1.1.bias" -> "features/11/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.11.conv.1.1.running_mean" -> "features/11/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features.11.conv.1.1.running_var" -> "features/11/conv/1/1/batch_norm/0" [dtype=float, shape="(384,)"]; +"features/11/conv/1/1/batch_norm/0" -> "features/11/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features/11/conv/1/2/hardtanh/0" -> "features/11/conv/2/conv2d/0" [dtype=float, shape="(1, 384, 4, 4)"]; +"features.11.conv.2.weight" -> "features/11/conv/2/conv2d/0" [dtype=float, shape="(96, 384, 1, 1)"]; +"features/11/conv/2/conv2d/0" -> "features/11/conv/3/batch_norm/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features.11.conv.3.weight" -> "features/11/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.11.conv.3.bias" -> "features/11/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.11.conv.3.running_mean" -> "features/11/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.11.conv.3.running_var" -> "features/11/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/11/conv/3/batch_norm/0" -> "features/12/conv/0/0/conv2d/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features/11/conv/3/batch_norm/0" -> "features/12/add/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features.12.conv.0.0.weight" -> "features/12/conv/0/0/conv2d/0" [dtype=float, shape="(576, 96, 1, 1)"]; +"features/12/conv/0/0/conv2d/0" -> "features/12/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.12.conv.0.1.weight" -> "features/12/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.12.conv.0.1.bias" -> "features/12/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.12.conv.0.1.running_mean" -> "features/12/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.12.conv.0.1.running_var" -> "features/12/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/12/conv/0/1/batch_norm/0" -> "features/12/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features/12/conv/0/2/hardtanh/0" -> "features/12/conv/1/0/conv2d/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.12.conv.1.0.weight" -> "features/12/conv/1/0/conv2d/0" [dtype=float, shape="(576, 1, 3, 3)"]; +"features/12/conv/1/0/conv2d/0" -> "features/12/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.12.conv.1.1.weight" -> "features/12/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.12.conv.1.1.bias" -> "features/12/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.12.conv.1.1.running_mean" -> "features/12/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.12.conv.1.1.running_var" -> "features/12/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/12/conv/1/1/batch_norm/0" -> "features/12/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features/12/conv/1/2/hardtanh/0" -> "features/12/conv/2/conv2d/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.12.conv.2.weight" -> "features/12/conv/2/conv2d/0" [dtype=float, shape="(96, 576, 1, 1)"]; +"features/12/conv/2/conv2d/0" -> "features/12/conv/3/batch_norm/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features.12.conv.3.weight" -> "features/12/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.12.conv.3.bias" -> "features/12/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.12.conv.3.running_mean" -> "features/12/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.12.conv.3.running_var" -> "features/12/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/12/conv/3/batch_norm/0" -> "features/12/add/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features/12/add/0" -> "features/13/conv/0/0/conv2d/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features/12/add/0" -> "features/13/add/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features.13.conv.0.0.weight" -> "features/13/conv/0/0/conv2d/0" [dtype=float, shape="(576, 96, 1, 1)"]; +"features/13/conv/0/0/conv2d/0" -> "features/13/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.13.conv.0.1.weight" -> "features/13/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.13.conv.0.1.bias" -> "features/13/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.13.conv.0.1.running_mean" -> "features/13/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.13.conv.0.1.running_var" -> "features/13/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/13/conv/0/1/batch_norm/0" -> "features/13/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features/13/conv/0/2/hardtanh/0" -> "features/13/conv/1/0/conv2d/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.13.conv.1.0.weight" -> "features/13/conv/1/0/conv2d/0" [dtype=float, shape="(576, 1, 3, 3)"]; +"features/13/conv/1/0/conv2d/0" -> "features/13/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.13.conv.1.1.weight" -> "features/13/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.13.conv.1.1.bias" -> "features/13/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.13.conv.1.1.running_mean" -> "features/13/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.13.conv.1.1.running_var" -> "features/13/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/13/conv/1/1/batch_norm/0" -> "features/13/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features/13/conv/1/2/hardtanh/0" -> "features/13/conv/2/conv2d/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.13.conv.2.weight" -> "features/13/conv/2/conv2d/0" [dtype=float, shape="(96, 576, 1, 1)"]; +"features/13/conv/2/conv2d/0" -> "features/13/conv/3/batch_norm/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features.13.conv.3.weight" -> "features/13/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.13.conv.3.bias" -> "features/13/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.13.conv.3.running_mean" -> "features/13/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.13.conv.3.running_var" -> "features/13/conv/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/13/conv/3/batch_norm/0" -> "features/13/add/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features/13/add/0" -> "features/14/conv/0/0/conv2d/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features.14.conv.0.0.weight" -> "features/14/conv/0/0/conv2d/0" [dtype=float, shape="(576, 96, 1, 1)"]; +"features/14/conv/0/0/conv2d/0" -> "features/14/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.14.conv.0.1.weight" -> "features/14/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.14.conv.0.1.bias" -> "features/14/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.14.conv.0.1.running_mean" -> "features/14/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.14.conv.0.1.running_var" -> "features/14/conv/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/14/conv/0/1/batch_norm/0" -> "features/14/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features/14/conv/0/2/hardtanh/0" -> "features/14/conv/1/0/conv2d/0" [dtype=float, shape="(1, 576, 4, 4)"]; +"features.14.conv.1.0.weight" -> "features/14/conv/1/0/conv2d/0" [dtype=float, shape="(576, 1, 3, 3)"]; +"features/14/conv/1/0/conv2d/0" -> "features/14/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.14.conv.1.1.weight" -> "features/14/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.14.conv.1.1.bias" -> "features/14/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.14.conv.1.1.running_mean" -> "features/14/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.14.conv.1.1.running_var" -> "features/14/conv/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/14/conv/1/1/batch_norm/0" -> "features/14/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/14/conv/1/2/hardtanh/0" -> "features/14/conv/2/conv2d/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.14.conv.2.weight" -> "features/14/conv/2/conv2d/0" [dtype=float, shape="(160, 576, 1, 1)"]; +"features/14/conv/2/conv2d/0" -> "features/14/conv/3/batch_norm/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features.14.conv.3.weight" -> "features/14/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.14.conv.3.bias" -> "features/14/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.14.conv.3.running_mean" -> "features/14/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.14.conv.3.running_var" -> "features/14/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features/14/conv/3/batch_norm/0" -> "features/15/conv/0/0/conv2d/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features/14/conv/3/batch_norm/0" -> "features/15/add/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features.15.conv.0.0.weight" -> "features/15/conv/0/0/conv2d/0" [dtype=float, shape="(960, 160, 1, 1)"]; +"features/15/conv/0/0/conv2d/0" -> "features/15/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.15.conv.0.1.weight" -> "features/15/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.15.conv.0.1.bias" -> "features/15/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.15.conv.0.1.running_mean" -> "features/15/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.15.conv.0.1.running_var" -> "features/15/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features/15/conv/0/1/batch_norm/0" -> "features/15/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features/15/conv/0/2/hardtanh/0" -> "features/15/conv/1/0/conv2d/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.15.conv.1.0.weight" -> "features/15/conv/1/0/conv2d/0" [dtype=float, shape="(960, 1, 3, 3)"]; +"features/15/conv/1/0/conv2d/0" -> "features/15/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.15.conv.1.1.weight" -> "features/15/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.15.conv.1.1.bias" -> "features/15/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.15.conv.1.1.running_mean" -> "features/15/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.15.conv.1.1.running_var" -> "features/15/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features/15/conv/1/1/batch_norm/0" -> "features/15/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features/15/conv/1/2/hardtanh/0" -> "features/15/conv/2/conv2d/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.15.conv.2.weight" -> "features/15/conv/2/conv2d/0" [dtype=float, shape="(160, 960, 1, 1)"]; +"features/15/conv/2/conv2d/0" -> "features/15/conv/3/batch_norm/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features.15.conv.3.weight" -> "features/15/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.15.conv.3.bias" -> "features/15/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.15.conv.3.running_mean" -> "features/15/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.15.conv.3.running_var" -> "features/15/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features/15/conv/3/batch_norm/0" -> "features/15/add/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features/15/add/0" -> "features/16/conv/0/0/conv2d/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features/15/add/0" -> "features/16/add/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features.16.conv.0.0.weight" -> "features/16/conv/0/0/conv2d/0" [dtype=float, shape="(960, 160, 1, 1)"]; +"features/16/conv/0/0/conv2d/0" -> "features/16/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.16.conv.0.1.weight" -> "features/16/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.16.conv.0.1.bias" -> "features/16/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.16.conv.0.1.running_mean" -> "features/16/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.16.conv.0.1.running_var" -> "features/16/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features/16/conv/0/1/batch_norm/0" -> "features/16/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features/16/conv/0/2/hardtanh/0" -> "features/16/conv/1/0/conv2d/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.16.conv.1.0.weight" -> "features/16/conv/1/0/conv2d/0" [dtype=float, shape="(960, 1, 3, 3)"]; +"features/16/conv/1/0/conv2d/0" -> "features/16/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.16.conv.1.1.weight" -> "features/16/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.16.conv.1.1.bias" -> "features/16/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.16.conv.1.1.running_mean" -> "features/16/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.16.conv.1.1.running_var" -> "features/16/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features/16/conv/1/1/batch_norm/0" -> "features/16/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features/16/conv/1/2/hardtanh/0" -> "features/16/conv/2/conv2d/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.16.conv.2.weight" -> "features/16/conv/2/conv2d/0" [dtype=float, shape="(160, 960, 1, 1)"]; +"features/16/conv/2/conv2d/0" -> "features/16/conv/3/batch_norm/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features.16.conv.3.weight" -> "features/16/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.16.conv.3.bias" -> "features/16/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.16.conv.3.running_mean" -> "features/16/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features.16.conv.3.running_var" -> "features/16/conv/3/batch_norm/0" [dtype=float, shape="(160,)"]; +"features/16/conv/3/batch_norm/0" -> "features/16/add/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features/16/add/0" -> "features/17/conv/0/0/conv2d/0" [dtype=float, shape="(1, 160, 2, 2)"]; +"features.17.conv.0.0.weight" -> "features/17/conv/0/0/conv2d/0" [dtype=float, shape="(960, 160, 1, 1)"]; +"features/17/conv/0/0/conv2d/0" -> "features/17/conv/0/1/batch_norm/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.17.conv.0.1.weight" -> "features/17/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.17.conv.0.1.bias" -> "features/17/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.17.conv.0.1.running_mean" -> "features/17/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.17.conv.0.1.running_var" -> "features/17/conv/0/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features/17/conv/0/1/batch_norm/0" -> "features/17/conv/0/2/hardtanh/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features/17/conv/0/2/hardtanh/0" -> "features/17/conv/1/0/conv2d/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.17.conv.1.0.weight" -> "features/17/conv/1/0/conv2d/0" [dtype=float, shape="(960, 1, 3, 3)"]; +"features/17/conv/1/0/conv2d/0" -> "features/17/conv/1/1/batch_norm/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.17.conv.1.1.weight" -> "features/17/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.17.conv.1.1.bias" -> "features/17/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.17.conv.1.1.running_mean" -> "features/17/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features.17.conv.1.1.running_var" -> "features/17/conv/1/1/batch_norm/0" [dtype=float, shape="(960,)"]; +"features/17/conv/1/1/batch_norm/0" -> "features/17/conv/1/2/hardtanh/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features/17/conv/1/2/hardtanh/0" -> "features/17/conv/2/conv2d/0" [dtype=float, shape="(1, 960, 2, 2)"]; +"features.17.conv.2.weight" -> "features/17/conv/2/conv2d/0" [dtype=float, shape="(320, 960, 1, 1)"]; +"features/17/conv/2/conv2d/0" -> "features/17/conv/3/batch_norm/0" [dtype=float, shape="(1, 320, 2, 2)"]; +"features.17.conv.3.weight" -> "features/17/conv/3/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.17.conv.3.bias" -> "features/17/conv/3/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.17.conv.3.running_mean" -> "features/17/conv/3/batch_norm/0" [dtype=float, shape="(320,)"]; +"features.17.conv.3.running_var" -> "features/17/conv/3/batch_norm/0" [dtype=float, shape="(320,)"]; +"features/17/conv/3/batch_norm/0" -> "features/18/0/conv2d/0" [dtype=float, shape="(1, 320, 2, 2)"]; +"features.18.0.weight" -> "features/18/0/conv2d/0" [dtype=float, shape="(1280, 320, 1, 1)"]; +"features/18/0/conv2d/0" -> "features/18/1/batch_norm/0" [dtype=float, shape="(1, 1280, 2, 2)"]; +"features.18.1.weight" -> "features/18/1/batch_norm/0" [dtype=float, shape="(1280,)"]; +"features.18.1.bias" -> "features/18/1/batch_norm/0" [dtype=float, shape="(1280,)"]; +"features.18.1.running_mean" -> "features/18/1/batch_norm/0" [dtype=float, shape="(1280,)"]; +"features.18.1.running_var" -> "features/18/1/batch_norm/0" [dtype=float, shape="(1280,)"]; +"features/18/1/batch_norm/0" -> "features/18/2/hardtanh/0" [dtype=float, shape="(1, 1280, 2, 2)"]; +"features/18/2/hardtanh/0" -> "/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 1280, 2, 2)"]; +"/adaptive_avg_pool2d/0" -> "/flatten/0" [dtype=float, shape="(1, 1280, 1, 1)"]; +"/flatten/0" -> "classifier/0/dropout/0" [dtype=float, shape="(1, 1280)"]; +"classifier/0/dropout/0" -> "classifier/1/linear/0" [dtype=float, shape="(1, 1280)"]; +"classifier.1.weight" -> "classifier/1/linear/0" [dtype=float, shape="(1000, 1280)"]; +"classifier.1.bias" -> "classifier/1/linear/0" [dtype=float, shape="(1000,)"]; +"classifier/1/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_mobilenet_v3_small.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_mobilenet_v3_small.dot index fe3fbdd8b56..3fbdbb4567b 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_mobilenet_v3_small.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_mobilenet_v3_small.dot @@ -1,754 +1,754 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 features.0.0.weight" [id=1, type=nncf_model_const]; -"2 features/0/0/conv2d/0" [id=2, type=conv2d]; -"3 features.0.1.weight" [id=3, type=nncf_model_const]; -"4 features.0.1.bias" [id=4, type=nncf_model_const]; -"5 features.0.1.running_mean" [id=5, type=nncf_model_const]; -"6 features.0.1.running_var" [id=6, type=nncf_model_const]; -"7 features/0/1/batch_norm/0" [id=7, type=batch_norm]; -"8 features/0/2/hardswish/0" [id=8, type=hardswish]; -"9 features.1.block.0.0.weight" [id=9, type=nncf_model_const]; -"10 features/1/block/0/0/conv2d/0" [id=10, type=conv2d]; -"11 features.1.block.0.1.weight" [id=11, type=nncf_model_const]; -"12 features.1.block.0.1.bias" [id=12, type=nncf_model_const]; -"13 features.1.block.0.1.running_mean" [id=13, type=nncf_model_const]; -"14 features.1.block.0.1.running_var" [id=14, type=nncf_model_const]; -"15 features/1/block/0/1/batch_norm/0" [id=15, type=batch_norm]; -"16 features/1/block/0/2/relu_/0" [id=16, type=relu_]; -"17 features/1/block/1/avgpool/adaptive_avg_pool2d/0" [id=17, type=adaptive_avg_pool2d]; -"18 features.1.block.1.fc1.weight" [id=18, type=nncf_model_const]; -"19 features.1.block.1.fc1.bias" [id=19, type=nncf_model_const]; -"20 features/1/block/1/fc1/conv2d/0" [id=20, type=conv2d]; -"21 features/1/block/1/activation/relu/0" [id=21, type=relu]; -"22 features.1.block.1.fc2.weight" [id=22, type=nncf_model_const]; -"23 features.1.block.1.fc2.bias" [id=23, type=nncf_model_const]; -"24 features/1/block/1/fc2/conv2d/0" [id=24, type=conv2d]; -"25 features/1/block/1/scale_activation/hardsigmoid/0" [id=25, type=hardsigmoid]; -"26 features/1/block/1/mul/0" [id=26, type=mul]; -"27 features.1.block.2.0.weight" [id=27, type=nncf_model_const]; -"28 features/1/block/2/0/conv2d/0" [id=28, type=conv2d]; -"29 features.1.block.2.1.weight" [id=29, type=nncf_model_const]; -"30 features.1.block.2.1.bias" [id=30, type=nncf_model_const]; -"31 features.1.block.2.1.running_mean" [id=31, type=nncf_model_const]; -"32 features.1.block.2.1.running_var" [id=32, type=nncf_model_const]; -"33 features/1/block/2/1/batch_norm/0" [id=33, type=batch_norm]; -"34 features.2.block.0.0.weight" [id=34, type=nncf_model_const]; -"35 features/2/block/0/0/conv2d/0" [id=35, type=conv2d]; -"36 features.2.block.0.1.weight" [id=36, type=nncf_model_const]; -"37 features.2.block.0.1.bias" [id=37, type=nncf_model_const]; -"38 features.2.block.0.1.running_mean" [id=38, type=nncf_model_const]; -"39 features.2.block.0.1.running_var" [id=39, type=nncf_model_const]; -"40 features/2/block/0/1/batch_norm/0" [id=40, type=batch_norm]; -"41 features/2/block/0/2/relu_/0" [id=41, type=relu_]; -"42 features.2.block.1.0.weight" [id=42, type=nncf_model_const]; -"43 features/2/block/1/0/conv2d/0" [id=43, type=conv2d]; -"44 features.2.block.1.1.weight" [id=44, type=nncf_model_const]; -"45 features.2.block.1.1.bias" [id=45, type=nncf_model_const]; -"46 features.2.block.1.1.running_mean" [id=46, type=nncf_model_const]; -"47 features.2.block.1.1.running_var" [id=47, type=nncf_model_const]; -"48 features/2/block/1/1/batch_norm/0" [id=48, type=batch_norm]; -"49 features/2/block/1/2/relu_/0" [id=49, type=relu_]; -"50 features.2.block.2.0.weight" [id=50, type=nncf_model_const]; -"51 features/2/block/2/0/conv2d/0" [id=51, type=conv2d]; -"52 features.2.block.2.1.weight" [id=52, type=nncf_model_const]; -"53 features.2.block.2.1.bias" [id=53, type=nncf_model_const]; -"54 features.2.block.2.1.running_mean" [id=54, type=nncf_model_const]; -"55 features.2.block.2.1.running_var" [id=55, type=nncf_model_const]; -"56 features/2/block/2/1/batch_norm/0" [id=56, type=batch_norm]; -"57 features.3.block.0.0.weight" [id=57, type=nncf_model_const]; -"58 features/3/block/0/0/conv2d/0" [id=58, type=conv2d]; -"59 features.3.block.0.1.weight" [id=59, type=nncf_model_const]; -"60 features.3.block.0.1.bias" [id=60, type=nncf_model_const]; -"61 features.3.block.0.1.running_mean" [id=61, type=nncf_model_const]; -"62 features.3.block.0.1.running_var" [id=62, type=nncf_model_const]; -"63 features/3/block/0/1/batch_norm/0" [id=63, type=batch_norm]; -"64 features/3/block/0/2/relu_/0" [id=64, type=relu_]; -"65 features.3.block.1.0.weight" [id=65, type=nncf_model_const]; -"66 features/3/block/1/0/conv2d/0" [id=66, type=conv2d]; -"67 features.3.block.1.1.weight" [id=67, type=nncf_model_const]; -"68 features.3.block.1.1.bias" [id=68, type=nncf_model_const]; -"69 features.3.block.1.1.running_mean" [id=69, type=nncf_model_const]; -"70 features.3.block.1.1.running_var" [id=70, type=nncf_model_const]; -"71 features/3/block/1/1/batch_norm/0" [id=71, type=batch_norm]; -"72 features/3/block/1/2/relu_/0" [id=72, type=relu_]; -"73 features.3.block.2.0.weight" [id=73, type=nncf_model_const]; -"74 features/3/block/2/0/conv2d/0" [id=74, type=conv2d]; -"75 features.3.block.2.1.weight" [id=75, type=nncf_model_const]; -"76 features.3.block.2.1.bias" [id=76, type=nncf_model_const]; -"77 features.3.block.2.1.running_mean" [id=77, type=nncf_model_const]; -"78 features.3.block.2.1.running_var" [id=78, type=nncf_model_const]; -"79 features/3/block/2/1/batch_norm/0" [id=79, type=batch_norm]; -"80 features/3/add_/0" [id=80, type=add_]; -"81 features.4.block.0.0.weight" [id=81, type=nncf_model_const]; -"82 features/4/block/0/0/conv2d/0" [id=82, type=conv2d]; -"83 features.4.block.0.1.weight" [id=83, type=nncf_model_const]; -"84 features.4.block.0.1.bias" [id=84, type=nncf_model_const]; -"85 features.4.block.0.1.running_mean" [id=85, type=nncf_model_const]; -"86 features.4.block.0.1.running_var" [id=86, type=nncf_model_const]; -"87 features/4/block/0/1/batch_norm/0" [id=87, type=batch_norm]; -"88 features/4/block/0/2/hardswish/0" [id=88, type=hardswish]; -"89 features.4.block.1.0.weight" [id=89, type=nncf_model_const]; -"90 features/4/block/1/0/conv2d/0" [id=90, type=conv2d]; -"91 features.4.block.1.1.weight" [id=91, type=nncf_model_const]; -"92 features.4.block.1.1.bias" [id=92, type=nncf_model_const]; -"93 features.4.block.1.1.running_mean" [id=93, type=nncf_model_const]; -"94 features.4.block.1.1.running_var" [id=94, type=nncf_model_const]; -"95 features/4/block/1/1/batch_norm/0" [id=95, type=batch_norm]; -"96 features/4/block/1/2/hardswish/0" [id=96, type=hardswish]; -"97 features/4/block/2/avgpool/adaptive_avg_pool2d/0" [id=97, type=adaptive_avg_pool2d]; -"98 features.4.block.2.fc1.weight" [id=98, type=nncf_model_const]; -"99 features.4.block.2.fc1.bias" [id=99, type=nncf_model_const]; -"100 features/4/block/2/fc1/conv2d/0" [id=100, type=conv2d]; -"101 features/4/block/2/activation/relu/0" [id=101, type=relu]; -"102 features.4.block.2.fc2.weight" [id=102, type=nncf_model_const]; -"103 features.4.block.2.fc2.bias" [id=103, type=nncf_model_const]; -"104 features/4/block/2/fc2/conv2d/0" [id=104, type=conv2d]; -"105 features/4/block/2/scale_activation/hardsigmoid/0" [id=105, type=hardsigmoid]; -"106 features/4/block/2/mul/0" [id=106, type=mul]; -"107 features.4.block.3.0.weight" [id=107, type=nncf_model_const]; -"108 features/4/block/3/0/conv2d/0" [id=108, type=conv2d]; -"109 features.4.block.3.1.weight" [id=109, type=nncf_model_const]; -"110 features.4.block.3.1.bias" [id=110, type=nncf_model_const]; -"111 features.4.block.3.1.running_mean" [id=111, type=nncf_model_const]; -"112 features.4.block.3.1.running_var" [id=112, type=nncf_model_const]; -"113 features/4/block/3/1/batch_norm/0" [id=113, type=batch_norm]; -"114 features.5.block.0.0.weight" [id=114, type=nncf_model_const]; -"115 features/5/block/0/0/conv2d/0" [id=115, type=conv2d]; -"116 features.5.block.0.1.weight" [id=116, type=nncf_model_const]; -"117 features.5.block.0.1.bias" [id=117, type=nncf_model_const]; -"118 features.5.block.0.1.running_mean" [id=118, type=nncf_model_const]; -"119 features.5.block.0.1.running_var" [id=119, type=nncf_model_const]; -"120 features/5/block/0/1/batch_norm/0" [id=120, type=batch_norm]; -"121 features/5/block/0/2/hardswish/0" [id=121, type=hardswish]; -"122 features.5.block.1.0.weight" [id=122, type=nncf_model_const]; -"123 features/5/block/1/0/conv2d/0" [id=123, type=conv2d]; -"124 features.5.block.1.1.weight" [id=124, type=nncf_model_const]; -"125 features.5.block.1.1.bias" [id=125, type=nncf_model_const]; -"126 features.5.block.1.1.running_mean" [id=126, type=nncf_model_const]; -"127 features.5.block.1.1.running_var" [id=127, type=nncf_model_const]; -"128 features/5/block/1/1/batch_norm/0" [id=128, type=batch_norm]; -"129 features/5/block/1/2/hardswish/0" [id=129, type=hardswish]; -"130 features/5/block/2/avgpool/adaptive_avg_pool2d/0" [id=130, type=adaptive_avg_pool2d]; -"131 features.5.block.2.fc1.weight" [id=131, type=nncf_model_const]; -"132 features.5.block.2.fc1.bias" [id=132, type=nncf_model_const]; -"133 features/5/block/2/fc1/conv2d/0" [id=133, type=conv2d]; -"134 features/5/block/2/activation/relu/0" [id=134, type=relu]; -"135 features.5.block.2.fc2.weight" [id=135, type=nncf_model_const]; -"136 features.5.block.2.fc2.bias" [id=136, type=nncf_model_const]; -"137 features/5/block/2/fc2/conv2d/0" [id=137, type=conv2d]; -"138 features/5/block/2/scale_activation/hardsigmoid/0" [id=138, type=hardsigmoid]; -"139 features/5/block/2/mul/0" [id=139, type=mul]; -"140 features.5.block.3.0.weight" [id=140, type=nncf_model_const]; -"141 features/5/block/3/0/conv2d/0" [id=141, type=conv2d]; -"142 features.5.block.3.1.weight" [id=142, type=nncf_model_const]; -"143 features.5.block.3.1.bias" [id=143, type=nncf_model_const]; -"144 features.5.block.3.1.running_mean" [id=144, type=nncf_model_const]; -"145 features.5.block.3.1.running_var" [id=145, type=nncf_model_const]; -"146 features/5/block/3/1/batch_norm/0" [id=146, type=batch_norm]; -"147 features/5/add_/0" [id=147, type=add_]; -"148 features.6.block.0.0.weight" [id=148, type=nncf_model_const]; -"149 features/6/block/0/0/conv2d/0" [id=149, type=conv2d]; -"150 features.6.block.0.1.weight" [id=150, type=nncf_model_const]; -"151 features.6.block.0.1.bias" [id=151, type=nncf_model_const]; -"152 features.6.block.0.1.running_mean" [id=152, type=nncf_model_const]; -"153 features.6.block.0.1.running_var" [id=153, type=nncf_model_const]; -"154 features/6/block/0/1/batch_norm/0" [id=154, type=batch_norm]; -"155 features/6/block/0/2/hardswish/0" [id=155, type=hardswish]; -"156 features.6.block.1.0.weight" [id=156, type=nncf_model_const]; -"157 features/6/block/1/0/conv2d/0" [id=157, type=conv2d]; -"158 features.6.block.1.1.weight" [id=158, type=nncf_model_const]; -"159 features.6.block.1.1.bias" [id=159, type=nncf_model_const]; -"160 features.6.block.1.1.running_mean" [id=160, type=nncf_model_const]; -"161 features.6.block.1.1.running_var" [id=161, type=nncf_model_const]; -"162 features/6/block/1/1/batch_norm/0" [id=162, type=batch_norm]; -"163 features/6/block/1/2/hardswish/0" [id=163, type=hardswish]; -"164 features/6/block/2/avgpool/adaptive_avg_pool2d/0" [id=164, type=adaptive_avg_pool2d]; -"165 features.6.block.2.fc1.weight" [id=165, type=nncf_model_const]; -"166 features.6.block.2.fc1.bias" [id=166, type=nncf_model_const]; -"167 features/6/block/2/fc1/conv2d/0" [id=167, type=conv2d]; -"168 features/6/block/2/activation/relu/0" [id=168, type=relu]; -"169 features.6.block.2.fc2.weight" [id=169, type=nncf_model_const]; -"170 features.6.block.2.fc2.bias" [id=170, type=nncf_model_const]; -"171 features/6/block/2/fc2/conv2d/0" [id=171, type=conv2d]; -"172 features/6/block/2/scale_activation/hardsigmoid/0" [id=172, type=hardsigmoid]; -"173 features/6/block/2/mul/0" [id=173, type=mul]; -"174 features.6.block.3.0.weight" [id=174, type=nncf_model_const]; -"175 features/6/block/3/0/conv2d/0" [id=175, type=conv2d]; -"176 features.6.block.3.1.weight" [id=176, type=nncf_model_const]; -"177 features.6.block.3.1.bias" [id=177, type=nncf_model_const]; -"178 features.6.block.3.1.running_mean" [id=178, type=nncf_model_const]; -"179 features.6.block.3.1.running_var" [id=179, type=nncf_model_const]; -"180 features/6/block/3/1/batch_norm/0" [id=180, type=batch_norm]; -"181 features/6/add_/0" [id=181, type=add_]; -"182 features.7.block.0.0.weight" [id=182, type=nncf_model_const]; -"183 features/7/block/0/0/conv2d/0" [id=183, type=conv2d]; -"184 features.7.block.0.1.weight" [id=184, type=nncf_model_const]; -"185 features.7.block.0.1.bias" [id=185, type=nncf_model_const]; -"186 features.7.block.0.1.running_mean" [id=186, type=nncf_model_const]; -"187 features.7.block.0.1.running_var" [id=187, type=nncf_model_const]; -"188 features/7/block/0/1/batch_norm/0" [id=188, type=batch_norm]; -"189 features/7/block/0/2/hardswish/0" [id=189, type=hardswish]; -"190 features.7.block.1.0.weight" [id=190, type=nncf_model_const]; -"191 features/7/block/1/0/conv2d/0" [id=191, type=conv2d]; -"192 features.7.block.1.1.weight" [id=192, type=nncf_model_const]; -"193 features.7.block.1.1.bias" [id=193, type=nncf_model_const]; -"194 features.7.block.1.1.running_mean" [id=194, type=nncf_model_const]; -"195 features.7.block.1.1.running_var" [id=195, type=nncf_model_const]; -"196 features/7/block/1/1/batch_norm/0" [id=196, type=batch_norm]; -"197 features/7/block/1/2/hardswish/0" [id=197, type=hardswish]; -"198 features/7/block/2/avgpool/adaptive_avg_pool2d/0" [id=198, type=adaptive_avg_pool2d]; -"199 features.7.block.2.fc1.weight" [id=199, type=nncf_model_const]; -"200 features.7.block.2.fc1.bias" [id=200, type=nncf_model_const]; -"201 features/7/block/2/fc1/conv2d/0" [id=201, type=conv2d]; -"202 features/7/block/2/activation/relu/0" [id=202, type=relu]; -"203 features.7.block.2.fc2.weight" [id=203, type=nncf_model_const]; -"204 features.7.block.2.fc2.bias" [id=204, type=nncf_model_const]; -"205 features/7/block/2/fc2/conv2d/0" [id=205, type=conv2d]; -"206 features/7/block/2/scale_activation/hardsigmoid/0" [id=206, type=hardsigmoid]; -"207 features/7/block/2/mul/0" [id=207, type=mul]; -"208 features.7.block.3.0.weight" [id=208, type=nncf_model_const]; -"209 features/7/block/3/0/conv2d/0" [id=209, type=conv2d]; -"210 features.7.block.3.1.weight" [id=210, type=nncf_model_const]; -"211 features.7.block.3.1.bias" [id=211, type=nncf_model_const]; -"212 features.7.block.3.1.running_mean" [id=212, type=nncf_model_const]; -"213 features.7.block.3.1.running_var" [id=213, type=nncf_model_const]; -"214 features/7/block/3/1/batch_norm/0" [id=214, type=batch_norm]; -"215 features.8.block.0.0.weight" [id=215, type=nncf_model_const]; -"216 features/8/block/0/0/conv2d/0" [id=216, type=conv2d]; -"217 features.8.block.0.1.weight" [id=217, type=nncf_model_const]; -"218 features.8.block.0.1.bias" [id=218, type=nncf_model_const]; -"219 features.8.block.0.1.running_mean" [id=219, type=nncf_model_const]; -"220 features.8.block.0.1.running_var" [id=220, type=nncf_model_const]; -"221 features/8/block/0/1/batch_norm/0" [id=221, type=batch_norm]; -"222 features/8/block/0/2/hardswish/0" [id=222, type=hardswish]; -"223 features.8.block.1.0.weight" [id=223, type=nncf_model_const]; -"224 features/8/block/1/0/conv2d/0" [id=224, type=conv2d]; -"225 features.8.block.1.1.weight" [id=225, type=nncf_model_const]; -"226 features.8.block.1.1.bias" [id=226, type=nncf_model_const]; -"227 features.8.block.1.1.running_mean" [id=227, type=nncf_model_const]; -"228 features.8.block.1.1.running_var" [id=228, type=nncf_model_const]; -"229 features/8/block/1/1/batch_norm/0" [id=229, type=batch_norm]; -"230 features/8/block/1/2/hardswish/0" [id=230, type=hardswish]; -"231 features/8/block/2/avgpool/adaptive_avg_pool2d/0" [id=231, type=adaptive_avg_pool2d]; -"232 features.8.block.2.fc1.weight" [id=232, type=nncf_model_const]; -"233 features.8.block.2.fc1.bias" [id=233, type=nncf_model_const]; -"234 features/8/block/2/fc1/conv2d/0" [id=234, type=conv2d]; -"235 features/8/block/2/activation/relu/0" [id=235, type=relu]; -"236 features.8.block.2.fc2.weight" [id=236, type=nncf_model_const]; -"237 features.8.block.2.fc2.bias" [id=237, type=nncf_model_const]; -"238 features/8/block/2/fc2/conv2d/0" [id=238, type=conv2d]; -"239 features/8/block/2/scale_activation/hardsigmoid/0" [id=239, type=hardsigmoid]; -"240 features/8/block/2/mul/0" [id=240, type=mul]; -"241 features.8.block.3.0.weight" [id=241, type=nncf_model_const]; -"242 features/8/block/3/0/conv2d/0" [id=242, type=conv2d]; -"243 features.8.block.3.1.weight" [id=243, type=nncf_model_const]; -"244 features.8.block.3.1.bias" [id=244, type=nncf_model_const]; -"245 features.8.block.3.1.running_mean" [id=245, type=nncf_model_const]; -"246 features.8.block.3.1.running_var" [id=246, type=nncf_model_const]; -"247 features/8/block/3/1/batch_norm/0" [id=247, type=batch_norm]; -"248 features/8/add_/0" [id=248, type=add_]; -"249 features.9.block.0.0.weight" [id=249, type=nncf_model_const]; -"250 features/9/block/0/0/conv2d/0" [id=250, type=conv2d]; -"251 features.9.block.0.1.weight" [id=251, type=nncf_model_const]; -"252 features.9.block.0.1.bias" [id=252, type=nncf_model_const]; -"253 features.9.block.0.1.running_mean" [id=253, type=nncf_model_const]; -"254 features.9.block.0.1.running_var" [id=254, type=nncf_model_const]; -"255 features/9/block/0/1/batch_norm/0" [id=255, type=batch_norm]; -"256 features/9/block/0/2/hardswish/0" [id=256, type=hardswish]; -"257 features.9.block.1.0.weight" [id=257, type=nncf_model_const]; -"258 features/9/block/1/0/conv2d/0" [id=258, type=conv2d]; -"259 features.9.block.1.1.weight" [id=259, type=nncf_model_const]; -"260 features.9.block.1.1.bias" [id=260, type=nncf_model_const]; -"261 features.9.block.1.1.running_mean" [id=261, type=nncf_model_const]; -"262 features.9.block.1.1.running_var" [id=262, type=nncf_model_const]; -"263 features/9/block/1/1/batch_norm/0" [id=263, type=batch_norm]; -"264 features/9/block/1/2/hardswish/0" [id=264, type=hardswish]; -"265 features/9/block/2/avgpool/adaptive_avg_pool2d/0" [id=265, type=adaptive_avg_pool2d]; -"266 features.9.block.2.fc1.weight" [id=266, type=nncf_model_const]; -"267 features.9.block.2.fc1.bias" [id=267, type=nncf_model_const]; -"268 features/9/block/2/fc1/conv2d/0" [id=268, type=conv2d]; -"269 features/9/block/2/activation/relu/0" [id=269, type=relu]; -"270 features.9.block.2.fc2.weight" [id=270, type=nncf_model_const]; -"271 features.9.block.2.fc2.bias" [id=271, type=nncf_model_const]; -"272 features/9/block/2/fc2/conv2d/0" [id=272, type=conv2d]; -"273 features/9/block/2/scale_activation/hardsigmoid/0" [id=273, type=hardsigmoid]; -"274 features/9/block/2/mul/0" [id=274, type=mul]; -"275 features.9.block.3.0.weight" [id=275, type=nncf_model_const]; -"276 features/9/block/3/0/conv2d/0" [id=276, type=conv2d]; -"277 features.9.block.3.1.weight" [id=277, type=nncf_model_const]; -"278 features.9.block.3.1.bias" [id=278, type=nncf_model_const]; -"279 features.9.block.3.1.running_mean" [id=279, type=nncf_model_const]; -"280 features.9.block.3.1.running_var" [id=280, type=nncf_model_const]; -"281 features/9/block/3/1/batch_norm/0" [id=281, type=batch_norm]; -"282 features.10.block.0.0.weight" [id=282, type=nncf_model_const]; -"283 features/10/block/0/0/conv2d/0" [id=283, type=conv2d]; -"284 features.10.block.0.1.weight" [id=284, type=nncf_model_const]; -"285 features.10.block.0.1.bias" [id=285, type=nncf_model_const]; -"286 features.10.block.0.1.running_mean" [id=286, type=nncf_model_const]; -"287 features.10.block.0.1.running_var" [id=287, type=nncf_model_const]; -"288 features/10/block/0/1/batch_norm/0" [id=288, type=batch_norm]; -"289 features/10/block/0/2/hardswish/0" [id=289, type=hardswish]; -"290 features.10.block.1.0.weight" [id=290, type=nncf_model_const]; -"291 features/10/block/1/0/conv2d/0" [id=291, type=conv2d]; -"292 features.10.block.1.1.weight" [id=292, type=nncf_model_const]; -"293 features.10.block.1.1.bias" [id=293, type=nncf_model_const]; -"294 features.10.block.1.1.running_mean" [id=294, type=nncf_model_const]; -"295 features.10.block.1.1.running_var" [id=295, type=nncf_model_const]; -"296 features/10/block/1/1/batch_norm/0" [id=296, type=batch_norm]; -"297 features/10/block/1/2/hardswish/0" [id=297, type=hardswish]; -"298 features/10/block/2/avgpool/adaptive_avg_pool2d/0" [id=298, type=adaptive_avg_pool2d]; -"299 features.10.block.2.fc1.weight" [id=299, type=nncf_model_const]; -"300 features.10.block.2.fc1.bias" [id=300, type=nncf_model_const]; -"301 features/10/block/2/fc1/conv2d/0" [id=301, type=conv2d]; -"302 features/10/block/2/activation/relu/0" [id=302, type=relu]; -"303 features.10.block.2.fc2.weight" [id=303, type=nncf_model_const]; -"304 features.10.block.2.fc2.bias" [id=304, type=nncf_model_const]; -"305 features/10/block/2/fc2/conv2d/0" [id=305, type=conv2d]; -"306 features/10/block/2/scale_activation/hardsigmoid/0" [id=306, type=hardsigmoid]; -"307 features/10/block/2/mul/0" [id=307, type=mul]; -"308 features.10.block.3.0.weight" [id=308, type=nncf_model_const]; -"309 features/10/block/3/0/conv2d/0" [id=309, type=conv2d]; -"310 features.10.block.3.1.weight" [id=310, type=nncf_model_const]; -"311 features.10.block.3.1.bias" [id=311, type=nncf_model_const]; -"312 features.10.block.3.1.running_mean" [id=312, type=nncf_model_const]; -"313 features.10.block.3.1.running_var" [id=313, type=nncf_model_const]; -"314 features/10/block/3/1/batch_norm/0" [id=314, type=batch_norm]; -"315 features/10/add_/0" [id=315, type=add_]; -"316 features.11.block.0.0.weight" [id=316, type=nncf_model_const]; -"317 features/11/block/0/0/conv2d/0" [id=317, type=conv2d]; -"318 features.11.block.0.1.weight" [id=318, type=nncf_model_const]; -"319 features.11.block.0.1.bias" [id=319, type=nncf_model_const]; -"320 features.11.block.0.1.running_mean" [id=320, type=nncf_model_const]; -"321 features.11.block.0.1.running_var" [id=321, type=nncf_model_const]; -"322 features/11/block/0/1/batch_norm/0" [id=322, type=batch_norm]; -"323 features/11/block/0/2/hardswish/0" [id=323, type=hardswish]; -"324 features.11.block.1.0.weight" [id=324, type=nncf_model_const]; -"325 features/11/block/1/0/conv2d/0" [id=325, type=conv2d]; -"326 features.11.block.1.1.weight" [id=326, type=nncf_model_const]; -"327 features.11.block.1.1.bias" [id=327, type=nncf_model_const]; -"328 features.11.block.1.1.running_mean" [id=328, type=nncf_model_const]; -"329 features.11.block.1.1.running_var" [id=329, type=nncf_model_const]; -"330 features/11/block/1/1/batch_norm/0" [id=330, type=batch_norm]; -"331 features/11/block/1/2/hardswish/0" [id=331, type=hardswish]; -"332 features/11/block/2/avgpool/adaptive_avg_pool2d/0" [id=332, type=adaptive_avg_pool2d]; -"333 features.11.block.2.fc1.weight" [id=333, type=nncf_model_const]; -"334 features.11.block.2.fc1.bias" [id=334, type=nncf_model_const]; -"335 features/11/block/2/fc1/conv2d/0" [id=335, type=conv2d]; -"336 features/11/block/2/activation/relu/0" [id=336, type=relu]; -"337 features.11.block.2.fc2.weight" [id=337, type=nncf_model_const]; -"338 features.11.block.2.fc2.bias" [id=338, type=nncf_model_const]; -"339 features/11/block/2/fc2/conv2d/0" [id=339, type=conv2d]; -"340 features/11/block/2/scale_activation/hardsigmoid/0" [id=340, type=hardsigmoid]; -"341 features/11/block/2/mul/0" [id=341, type=mul]; -"342 features.11.block.3.0.weight" [id=342, type=nncf_model_const]; -"343 features/11/block/3/0/conv2d/0" [id=343, type=conv2d]; -"344 features.11.block.3.1.weight" [id=344, type=nncf_model_const]; -"345 features.11.block.3.1.bias" [id=345, type=nncf_model_const]; -"346 features.11.block.3.1.running_mean" [id=346, type=nncf_model_const]; -"347 features.11.block.3.1.running_var" [id=347, type=nncf_model_const]; -"348 features/11/block/3/1/batch_norm/0" [id=348, type=batch_norm]; -"349 features/11/add_/0" [id=349, type=add_]; -"350 features.12.0.weight" [id=350, type=nncf_model_const]; -"351 features/12/0/conv2d/0" [id=351, type=conv2d]; -"352 features.12.1.weight" [id=352, type=nncf_model_const]; -"353 features.12.1.bias" [id=353, type=nncf_model_const]; -"354 features.12.1.running_mean" [id=354, type=nncf_model_const]; -"355 features.12.1.running_var" [id=355, type=nncf_model_const]; -"356 features/12/1/batch_norm/0" [id=356, type=batch_norm]; -"357 features/12/2/hardswish/0" [id=357, type=hardswish]; -"358 avgpool/adaptive_avg_pool2d/0" [id=358, type=adaptive_avg_pool2d]; -"359 /flatten/0" [id=359, type=flatten]; -"360 classifier.0.weight" [id=360, type=nncf_model_const]; -"361 classifier.0.bias" [id=361, type=nncf_model_const]; -"362 classifier/0/linear/0" [id=362, type=linear]; -"363 classifier/1/hardswish/0" [id=363, type=hardswish]; -"364 classifier/2/dropout/0" [id=364, type=dropout]; -"365 classifier.3.weight" [id=365, type=nncf_model_const]; -"366 classifier.3.bias" [id=366, type=nncf_model_const]; -"367 classifier/3/linear/0" [id=367, type=linear]; -"368 output" [id=368, type=nncf_model_output]; -"0 x" -> "2 features/0/0/conv2d/0" [label="(1, 3, 64, 64)", style=solid]; -"1 features.0.0.weight" -> "2 features/0/0/conv2d/0" [label="(16, 3, 3, 3)", style=solid]; -"2 features/0/0/conv2d/0" -> "7 features/0/1/batch_norm/0" [label="(1, 16, 32, 32)", style=solid]; -"3 features.0.1.weight" -> "7 features/0/1/batch_norm/0" [label="(16,)", style=solid]; -"4 features.0.1.bias" -> "7 features/0/1/batch_norm/0" [label="(16,)", style=solid]; -"5 features.0.1.running_mean" -> "7 features/0/1/batch_norm/0" [label="(16,)", style=solid]; -"6 features.0.1.running_var" -> "7 features/0/1/batch_norm/0" [label="(16,)", style=solid]; -"7 features/0/1/batch_norm/0" -> "8 features/0/2/hardswish/0" [label="(1, 16, 32, 32)", style=solid]; -"8 features/0/2/hardswish/0" -> "10 features/1/block/0/0/conv2d/0" [label="(1, 16, 32, 32)", style=solid]; -"9 features.1.block.0.0.weight" -> "10 features/1/block/0/0/conv2d/0" [label="(16, 1, 3, 3)", style=solid]; -"10 features/1/block/0/0/conv2d/0" -> "15 features/1/block/0/1/batch_norm/0" [label="(1, 16, 16, 16)", style=solid]; -"11 features.1.block.0.1.weight" -> "15 features/1/block/0/1/batch_norm/0" [label="(16,)", style=solid]; -"12 features.1.block.0.1.bias" -> "15 features/1/block/0/1/batch_norm/0" [label="(16,)", style=solid]; -"13 features.1.block.0.1.running_mean" -> "15 features/1/block/0/1/batch_norm/0" [label="(16,)", style=solid]; -"14 features.1.block.0.1.running_var" -> "15 features/1/block/0/1/batch_norm/0" [label="(16,)", style=solid]; -"15 features/1/block/0/1/batch_norm/0" -> "16 features/1/block/0/2/relu_/0" [label="(1, 16, 16, 16)", style=solid]; -"16 features/1/block/0/2/relu_/0" -> "17 features/1/block/1/avgpool/adaptive_avg_pool2d/0" [label="(1, 16, 16, 16)", style=solid]; -"16 features/1/block/0/2/relu_/0" -> "26 features/1/block/1/mul/0" [label="(1, 16, 16, 16)", style=solid]; -"17 features/1/block/1/avgpool/adaptive_avg_pool2d/0" -> "20 features/1/block/1/fc1/conv2d/0" [label="(1, 16, 1, 1)", style=solid]; -"18 features.1.block.1.fc1.weight" -> "20 features/1/block/1/fc1/conv2d/0" [label="(8, 16, 1, 1)", style=solid]; -"19 features.1.block.1.fc1.bias" -> "20 features/1/block/1/fc1/conv2d/0" [label="(8,)", style=solid]; -"20 features/1/block/1/fc1/conv2d/0" -> "21 features/1/block/1/activation/relu/0" [label="(1, 8, 1, 1)", style=solid]; -"21 features/1/block/1/activation/relu/0" -> "24 features/1/block/1/fc2/conv2d/0" [label="(1, 8, 1, 1)", style=solid]; -"22 features.1.block.1.fc2.weight" -> "24 features/1/block/1/fc2/conv2d/0" [label="(16, 8, 1, 1)", style=solid]; -"23 features.1.block.1.fc2.bias" -> "24 features/1/block/1/fc2/conv2d/0" [label="(16,)", style=solid]; -"24 features/1/block/1/fc2/conv2d/0" -> "25 features/1/block/1/scale_activation/hardsigmoid/0" [label="(1, 16, 1, 1)", style=solid]; -"25 features/1/block/1/scale_activation/hardsigmoid/0" -> "26 features/1/block/1/mul/0" [label="(1, 16, 1, 1)", style=solid]; -"26 features/1/block/1/mul/0" -> "28 features/1/block/2/0/conv2d/0" [label="(1, 16, 16, 16)", style=solid]; -"27 features.1.block.2.0.weight" -> "28 features/1/block/2/0/conv2d/0" [label="(16, 16, 1, 1)", style=solid]; -"28 features/1/block/2/0/conv2d/0" -> "33 features/1/block/2/1/batch_norm/0" [label="(1, 16, 16, 16)", style=solid]; -"29 features.1.block.2.1.weight" -> "33 features/1/block/2/1/batch_norm/0" [label="(16,)", style=solid]; -"30 features.1.block.2.1.bias" -> "33 features/1/block/2/1/batch_norm/0" [label="(16,)", style=solid]; -"31 features.1.block.2.1.running_mean" -> "33 features/1/block/2/1/batch_norm/0" [label="(16,)", style=solid]; -"32 features.1.block.2.1.running_var" -> "33 features/1/block/2/1/batch_norm/0" [label="(16,)", style=solid]; -"33 features/1/block/2/1/batch_norm/0" -> "35 features/2/block/0/0/conv2d/0" [label="(1, 16, 16, 16)", style=solid]; -"34 features.2.block.0.0.weight" -> "35 features/2/block/0/0/conv2d/0" [label="(72, 16, 1, 1)", style=solid]; -"35 features/2/block/0/0/conv2d/0" -> "40 features/2/block/0/1/batch_norm/0" [label="(1, 72, 16, 16)", style=solid]; -"36 features.2.block.0.1.weight" -> "40 features/2/block/0/1/batch_norm/0" [label="(72,)", style=solid]; -"37 features.2.block.0.1.bias" -> "40 features/2/block/0/1/batch_norm/0" [label="(72,)", style=solid]; -"38 features.2.block.0.1.running_mean" -> "40 features/2/block/0/1/batch_norm/0" [label="(72,)", style=solid]; -"39 features.2.block.0.1.running_var" -> "40 features/2/block/0/1/batch_norm/0" [label="(72,)", style=solid]; -"40 features/2/block/0/1/batch_norm/0" -> "41 features/2/block/0/2/relu_/0" [label="(1, 72, 16, 16)", style=solid]; -"41 features/2/block/0/2/relu_/0" -> "43 features/2/block/1/0/conv2d/0" [label="(1, 72, 16, 16)", style=solid]; -"42 features.2.block.1.0.weight" -> "43 features/2/block/1/0/conv2d/0" [label="(72, 1, 3, 3)", style=solid]; -"43 features/2/block/1/0/conv2d/0" -> "48 features/2/block/1/1/batch_norm/0" [label="(1, 72, 8, 8)", style=solid]; -"44 features.2.block.1.1.weight" -> "48 features/2/block/1/1/batch_norm/0" [label="(72,)", style=solid]; -"45 features.2.block.1.1.bias" -> "48 features/2/block/1/1/batch_norm/0" [label="(72,)", style=solid]; -"46 features.2.block.1.1.running_mean" -> "48 features/2/block/1/1/batch_norm/0" [label="(72,)", style=solid]; -"47 features.2.block.1.1.running_var" -> "48 features/2/block/1/1/batch_norm/0" [label="(72,)", style=solid]; -"48 features/2/block/1/1/batch_norm/0" -> "49 features/2/block/1/2/relu_/0" [label="(1, 72, 8, 8)", style=solid]; -"49 features/2/block/1/2/relu_/0" -> "51 features/2/block/2/0/conv2d/0" [label="(1, 72, 8, 8)", style=solid]; -"50 features.2.block.2.0.weight" -> "51 features/2/block/2/0/conv2d/0" [label="(24, 72, 1, 1)", style=solid]; -"51 features/2/block/2/0/conv2d/0" -> "56 features/2/block/2/1/batch_norm/0" [label="(1, 24, 8, 8)", style=solid]; -"52 features.2.block.2.1.weight" -> "56 features/2/block/2/1/batch_norm/0" [label="(24,)", style=solid]; -"53 features.2.block.2.1.bias" -> "56 features/2/block/2/1/batch_norm/0" [label="(24,)", style=solid]; -"54 features.2.block.2.1.running_mean" -> "56 features/2/block/2/1/batch_norm/0" [label="(24,)", style=solid]; -"55 features.2.block.2.1.running_var" -> "56 features/2/block/2/1/batch_norm/0" [label="(24,)", style=solid]; -"56 features/2/block/2/1/batch_norm/0" -> "58 features/3/block/0/0/conv2d/0" [label="(1, 24, 8, 8)", style=solid]; -"56 features/2/block/2/1/batch_norm/0" -> "80 features/3/add_/0" [label="(1, 24, 8, 8)", style=solid]; -"57 features.3.block.0.0.weight" -> "58 features/3/block/0/0/conv2d/0" [label="(88, 24, 1, 1)", style=solid]; -"58 features/3/block/0/0/conv2d/0" -> "63 features/3/block/0/1/batch_norm/0" [label="(1, 88, 8, 8)", style=solid]; -"59 features.3.block.0.1.weight" -> "63 features/3/block/0/1/batch_norm/0" [label="(88,)", style=solid]; -"60 features.3.block.0.1.bias" -> "63 features/3/block/0/1/batch_norm/0" [label="(88,)", style=solid]; -"61 features.3.block.0.1.running_mean" -> "63 features/3/block/0/1/batch_norm/0" [label="(88,)", style=solid]; -"62 features.3.block.0.1.running_var" -> "63 features/3/block/0/1/batch_norm/0" [label="(88,)", style=solid]; -"63 features/3/block/0/1/batch_norm/0" -> "64 features/3/block/0/2/relu_/0" [label="(1, 88, 8, 8)", style=solid]; -"64 features/3/block/0/2/relu_/0" -> "66 features/3/block/1/0/conv2d/0" [label="(1, 88, 8, 8)", style=solid]; -"65 features.3.block.1.0.weight" -> "66 features/3/block/1/0/conv2d/0" [label="(88, 1, 3, 3)", style=solid]; -"66 features/3/block/1/0/conv2d/0" -> "71 features/3/block/1/1/batch_norm/0" [label="(1, 88, 8, 8)", style=solid]; -"67 features.3.block.1.1.weight" -> "71 features/3/block/1/1/batch_norm/0" [label="(88,)", style=solid]; -"68 features.3.block.1.1.bias" -> "71 features/3/block/1/1/batch_norm/0" [label="(88,)", style=solid]; -"69 features.3.block.1.1.running_mean" -> "71 features/3/block/1/1/batch_norm/0" [label="(88,)", style=solid]; -"70 features.3.block.1.1.running_var" -> "71 features/3/block/1/1/batch_norm/0" [label="(88,)", style=solid]; -"71 features/3/block/1/1/batch_norm/0" -> "72 features/3/block/1/2/relu_/0" [label="(1, 88, 8, 8)", style=solid]; -"72 features/3/block/1/2/relu_/0" -> "74 features/3/block/2/0/conv2d/0" [label="(1, 88, 8, 8)", style=solid]; -"73 features.3.block.2.0.weight" -> "74 features/3/block/2/0/conv2d/0" [label="(24, 88, 1, 1)", style=solid]; -"74 features/3/block/2/0/conv2d/0" -> "79 features/3/block/2/1/batch_norm/0" [label="(1, 24, 8, 8)", style=solid]; -"75 features.3.block.2.1.weight" -> "79 features/3/block/2/1/batch_norm/0" [label="(24,)", style=solid]; -"76 features.3.block.2.1.bias" -> "79 features/3/block/2/1/batch_norm/0" [label="(24,)", style=solid]; -"77 features.3.block.2.1.running_mean" -> "79 features/3/block/2/1/batch_norm/0" [label="(24,)", style=solid]; -"78 features.3.block.2.1.running_var" -> "79 features/3/block/2/1/batch_norm/0" [label="(24,)", style=solid]; -"79 features/3/block/2/1/batch_norm/0" -> "80 features/3/add_/0" [label="(1, 24, 8, 8)", style=solid]; -"80 features/3/add_/0" -> "82 features/4/block/0/0/conv2d/0" [label="(1, 24, 8, 8)", style=solid]; -"81 features.4.block.0.0.weight" -> "82 features/4/block/0/0/conv2d/0" [label="(96, 24, 1, 1)", style=solid]; -"82 features/4/block/0/0/conv2d/0" -> "87 features/4/block/0/1/batch_norm/0" [label="(1, 96, 8, 8)", style=solid]; -"83 features.4.block.0.1.weight" -> "87 features/4/block/0/1/batch_norm/0" [label="(96,)", style=solid]; -"84 features.4.block.0.1.bias" -> "87 features/4/block/0/1/batch_norm/0" [label="(96,)", style=solid]; -"85 features.4.block.0.1.running_mean" -> "87 features/4/block/0/1/batch_norm/0" [label="(96,)", style=solid]; -"86 features.4.block.0.1.running_var" -> "87 features/4/block/0/1/batch_norm/0" [label="(96,)", style=solid]; -"87 features/4/block/0/1/batch_norm/0" -> "88 features/4/block/0/2/hardswish/0" [label="(1, 96, 8, 8)", style=solid]; -"88 features/4/block/0/2/hardswish/0" -> "90 features/4/block/1/0/conv2d/0" [label="(1, 96, 8, 8)", style=solid]; -"89 features.4.block.1.0.weight" -> "90 features/4/block/1/0/conv2d/0" [label="(96, 1, 5, 5)", style=solid]; -"90 features/4/block/1/0/conv2d/0" -> "95 features/4/block/1/1/batch_norm/0" [label="(1, 96, 4, 4)", style=solid]; -"91 features.4.block.1.1.weight" -> "95 features/4/block/1/1/batch_norm/0" [label="(96,)", style=solid]; -"92 features.4.block.1.1.bias" -> "95 features/4/block/1/1/batch_norm/0" [label="(96,)", style=solid]; -"93 features.4.block.1.1.running_mean" -> "95 features/4/block/1/1/batch_norm/0" [label="(96,)", style=solid]; -"94 features.4.block.1.1.running_var" -> "95 features/4/block/1/1/batch_norm/0" [label="(96,)", style=solid]; -"95 features/4/block/1/1/batch_norm/0" -> "96 features/4/block/1/2/hardswish/0" [label="(1, 96, 4, 4)", style=solid]; -"96 features/4/block/1/2/hardswish/0" -> "97 features/4/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 96, 4, 4)", style=solid]; -"96 features/4/block/1/2/hardswish/0" -> "106 features/4/block/2/mul/0" [label="(1, 96, 4, 4)", style=solid]; -"97 features/4/block/2/avgpool/adaptive_avg_pool2d/0" -> "100 features/4/block/2/fc1/conv2d/0" [label="(1, 96, 1, 1)", style=solid]; -"98 features.4.block.2.fc1.weight" -> "100 features/4/block/2/fc1/conv2d/0" [label="(24, 96, 1, 1)", style=solid]; -"99 features.4.block.2.fc1.bias" -> "100 features/4/block/2/fc1/conv2d/0" [label="(24,)", style=solid]; -"100 features/4/block/2/fc1/conv2d/0" -> "101 features/4/block/2/activation/relu/0" [label="(1, 24, 1, 1)", style=solid]; -"101 features/4/block/2/activation/relu/0" -> "104 features/4/block/2/fc2/conv2d/0" [label="(1, 24, 1, 1)", style=solid]; -"102 features.4.block.2.fc2.weight" -> "104 features/4/block/2/fc2/conv2d/0" [label="(96, 24, 1, 1)", style=solid]; -"103 features.4.block.2.fc2.bias" -> "104 features/4/block/2/fc2/conv2d/0" [label="(96,)", style=solid]; -"104 features/4/block/2/fc2/conv2d/0" -> "105 features/4/block/2/scale_activation/hardsigmoid/0" [label="(1, 96, 1, 1)", style=solid]; -"105 features/4/block/2/scale_activation/hardsigmoid/0" -> "106 features/4/block/2/mul/0" [label="(1, 96, 1, 1)", style=solid]; -"106 features/4/block/2/mul/0" -> "108 features/4/block/3/0/conv2d/0" [label="(1, 96, 4, 4)", style=solid]; -"107 features.4.block.3.0.weight" -> "108 features/4/block/3/0/conv2d/0" [label="(40, 96, 1, 1)", style=solid]; -"108 features/4/block/3/0/conv2d/0" -> "113 features/4/block/3/1/batch_norm/0" [label="(1, 40, 4, 4)", style=solid]; -"109 features.4.block.3.1.weight" -> "113 features/4/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"110 features.4.block.3.1.bias" -> "113 features/4/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"111 features.4.block.3.1.running_mean" -> "113 features/4/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"112 features.4.block.3.1.running_var" -> "113 features/4/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"113 features/4/block/3/1/batch_norm/0" -> "115 features/5/block/0/0/conv2d/0" [label="(1, 40, 4, 4)", style=solid]; -"113 features/4/block/3/1/batch_norm/0" -> "147 features/5/add_/0" [label="(1, 40, 4, 4)", style=solid]; -"114 features.5.block.0.0.weight" -> "115 features/5/block/0/0/conv2d/0" [label="(240, 40, 1, 1)", style=solid]; -"115 features/5/block/0/0/conv2d/0" -> "120 features/5/block/0/1/batch_norm/0" [label="(1, 240, 4, 4)", style=solid]; -"116 features.5.block.0.1.weight" -> "120 features/5/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"117 features.5.block.0.1.bias" -> "120 features/5/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"118 features.5.block.0.1.running_mean" -> "120 features/5/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"119 features.5.block.0.1.running_var" -> "120 features/5/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"120 features/5/block/0/1/batch_norm/0" -> "121 features/5/block/0/2/hardswish/0" [label="(1, 240, 4, 4)", style=solid]; -"121 features/5/block/0/2/hardswish/0" -> "123 features/5/block/1/0/conv2d/0" [label="(1, 240, 4, 4)", style=solid]; -"122 features.5.block.1.0.weight" -> "123 features/5/block/1/0/conv2d/0" [label="(240, 1, 5, 5)", style=solid]; -"123 features/5/block/1/0/conv2d/0" -> "128 features/5/block/1/1/batch_norm/0" [label="(1, 240, 4, 4)", style=solid]; -"124 features.5.block.1.1.weight" -> "128 features/5/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"125 features.5.block.1.1.bias" -> "128 features/5/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"126 features.5.block.1.1.running_mean" -> "128 features/5/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"127 features.5.block.1.1.running_var" -> "128 features/5/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"128 features/5/block/1/1/batch_norm/0" -> "129 features/5/block/1/2/hardswish/0" [label="(1, 240, 4, 4)", style=solid]; -"129 features/5/block/1/2/hardswish/0" -> "130 features/5/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 240, 4, 4)", style=solid]; -"129 features/5/block/1/2/hardswish/0" -> "139 features/5/block/2/mul/0" [label="(1, 240, 4, 4)", style=solid]; -"130 features/5/block/2/avgpool/adaptive_avg_pool2d/0" -> "133 features/5/block/2/fc1/conv2d/0" [label="(1, 240, 1, 1)", style=solid]; -"131 features.5.block.2.fc1.weight" -> "133 features/5/block/2/fc1/conv2d/0" [label="(64, 240, 1, 1)", style=solid]; -"132 features.5.block.2.fc1.bias" -> "133 features/5/block/2/fc1/conv2d/0" [label="(64,)", style=solid]; -"133 features/5/block/2/fc1/conv2d/0" -> "134 features/5/block/2/activation/relu/0" [label="(1, 64, 1, 1)", style=solid]; -"134 features/5/block/2/activation/relu/0" -> "137 features/5/block/2/fc2/conv2d/0" [label="(1, 64, 1, 1)", style=solid]; -"135 features.5.block.2.fc2.weight" -> "137 features/5/block/2/fc2/conv2d/0" [label="(240, 64, 1, 1)", style=solid]; -"136 features.5.block.2.fc2.bias" -> "137 features/5/block/2/fc2/conv2d/0" [label="(240,)", style=solid]; -"137 features/5/block/2/fc2/conv2d/0" -> "138 features/5/block/2/scale_activation/hardsigmoid/0" [label="(1, 240, 1, 1)", style=solid]; -"138 features/5/block/2/scale_activation/hardsigmoid/0" -> "139 features/5/block/2/mul/0" [label="(1, 240, 1, 1)", style=solid]; -"139 features/5/block/2/mul/0" -> "141 features/5/block/3/0/conv2d/0" [label="(1, 240, 4, 4)", style=solid]; -"140 features.5.block.3.0.weight" -> "141 features/5/block/3/0/conv2d/0" [label="(40, 240, 1, 1)", style=solid]; -"141 features/5/block/3/0/conv2d/0" -> "146 features/5/block/3/1/batch_norm/0" [label="(1, 40, 4, 4)", style=solid]; -"142 features.5.block.3.1.weight" -> "146 features/5/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"143 features.5.block.3.1.bias" -> "146 features/5/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"144 features.5.block.3.1.running_mean" -> "146 features/5/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"145 features.5.block.3.1.running_var" -> "146 features/5/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"146 features/5/block/3/1/batch_norm/0" -> "147 features/5/add_/0" [label="(1, 40, 4, 4)", style=solid]; -"147 features/5/add_/0" -> "149 features/6/block/0/0/conv2d/0" [label="(1, 40, 4, 4)", style=solid]; -"147 features/5/add_/0" -> "181 features/6/add_/0" [label="(1, 40, 4, 4)", style=solid]; -"148 features.6.block.0.0.weight" -> "149 features/6/block/0/0/conv2d/0" [label="(240, 40, 1, 1)", style=solid]; -"149 features/6/block/0/0/conv2d/0" -> "154 features/6/block/0/1/batch_norm/0" [label="(1, 240, 4, 4)", style=solid]; -"150 features.6.block.0.1.weight" -> "154 features/6/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"151 features.6.block.0.1.bias" -> "154 features/6/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"152 features.6.block.0.1.running_mean" -> "154 features/6/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"153 features.6.block.0.1.running_var" -> "154 features/6/block/0/1/batch_norm/0" [label="(240,)", style=solid]; -"154 features/6/block/0/1/batch_norm/0" -> "155 features/6/block/0/2/hardswish/0" [label="(1, 240, 4, 4)", style=solid]; -"155 features/6/block/0/2/hardswish/0" -> "157 features/6/block/1/0/conv2d/0" [label="(1, 240, 4, 4)", style=solid]; -"156 features.6.block.1.0.weight" -> "157 features/6/block/1/0/conv2d/0" [label="(240, 1, 5, 5)", style=solid]; -"157 features/6/block/1/0/conv2d/0" -> "162 features/6/block/1/1/batch_norm/0" [label="(1, 240, 4, 4)", style=solid]; -"158 features.6.block.1.1.weight" -> "162 features/6/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"159 features.6.block.1.1.bias" -> "162 features/6/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"160 features.6.block.1.1.running_mean" -> "162 features/6/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"161 features.6.block.1.1.running_var" -> "162 features/6/block/1/1/batch_norm/0" [label="(240,)", style=solid]; -"162 features/6/block/1/1/batch_norm/0" -> "163 features/6/block/1/2/hardswish/0" [label="(1, 240, 4, 4)", style=solid]; -"163 features/6/block/1/2/hardswish/0" -> "164 features/6/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 240, 4, 4)", style=solid]; -"163 features/6/block/1/2/hardswish/0" -> "173 features/6/block/2/mul/0" [label="(1, 240, 4, 4)", style=solid]; -"164 features/6/block/2/avgpool/adaptive_avg_pool2d/0" -> "167 features/6/block/2/fc1/conv2d/0" [label="(1, 240, 1, 1)", style=solid]; -"165 features.6.block.2.fc1.weight" -> "167 features/6/block/2/fc1/conv2d/0" [label="(64, 240, 1, 1)", style=solid]; -"166 features.6.block.2.fc1.bias" -> "167 features/6/block/2/fc1/conv2d/0" [label="(64,)", style=solid]; -"167 features/6/block/2/fc1/conv2d/0" -> "168 features/6/block/2/activation/relu/0" [label="(1, 64, 1, 1)", style=solid]; -"168 features/6/block/2/activation/relu/0" -> "171 features/6/block/2/fc2/conv2d/0" [label="(1, 64, 1, 1)", style=solid]; -"169 features.6.block.2.fc2.weight" -> "171 features/6/block/2/fc2/conv2d/0" [label="(240, 64, 1, 1)", style=solid]; -"170 features.6.block.2.fc2.bias" -> "171 features/6/block/2/fc2/conv2d/0" [label="(240,)", style=solid]; -"171 features/6/block/2/fc2/conv2d/0" -> "172 features/6/block/2/scale_activation/hardsigmoid/0" [label="(1, 240, 1, 1)", style=solid]; -"172 features/6/block/2/scale_activation/hardsigmoid/0" -> "173 features/6/block/2/mul/0" [label="(1, 240, 1, 1)", style=solid]; -"173 features/6/block/2/mul/0" -> "175 features/6/block/3/0/conv2d/0" [label="(1, 240, 4, 4)", style=solid]; -"174 features.6.block.3.0.weight" -> "175 features/6/block/3/0/conv2d/0" [label="(40, 240, 1, 1)", style=solid]; -"175 features/6/block/3/0/conv2d/0" -> "180 features/6/block/3/1/batch_norm/0" [label="(1, 40, 4, 4)", style=solid]; -"176 features.6.block.3.1.weight" -> "180 features/6/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"177 features.6.block.3.1.bias" -> "180 features/6/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"178 features.6.block.3.1.running_mean" -> "180 features/6/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"179 features.6.block.3.1.running_var" -> "180 features/6/block/3/1/batch_norm/0" [label="(40,)", style=solid]; -"180 features/6/block/3/1/batch_norm/0" -> "181 features/6/add_/0" [label="(1, 40, 4, 4)", style=solid]; -"181 features/6/add_/0" -> "183 features/7/block/0/0/conv2d/0" [label="(1, 40, 4, 4)", style=solid]; -"182 features.7.block.0.0.weight" -> "183 features/7/block/0/0/conv2d/0" [label="(120, 40, 1, 1)", style=solid]; -"183 features/7/block/0/0/conv2d/0" -> "188 features/7/block/0/1/batch_norm/0" [label="(1, 120, 4, 4)", style=solid]; -"184 features.7.block.0.1.weight" -> "188 features/7/block/0/1/batch_norm/0" [label="(120,)", style=solid]; -"185 features.7.block.0.1.bias" -> "188 features/7/block/0/1/batch_norm/0" [label="(120,)", style=solid]; -"186 features.7.block.0.1.running_mean" -> "188 features/7/block/0/1/batch_norm/0" [label="(120,)", style=solid]; -"187 features.7.block.0.1.running_var" -> "188 features/7/block/0/1/batch_norm/0" [label="(120,)", style=solid]; -"188 features/7/block/0/1/batch_norm/0" -> "189 features/7/block/0/2/hardswish/0" [label="(1, 120, 4, 4)", style=solid]; -"189 features/7/block/0/2/hardswish/0" -> "191 features/7/block/1/0/conv2d/0" [label="(1, 120, 4, 4)", style=solid]; -"190 features.7.block.1.0.weight" -> "191 features/7/block/1/0/conv2d/0" [label="(120, 1, 5, 5)", style=solid]; -"191 features/7/block/1/0/conv2d/0" -> "196 features/7/block/1/1/batch_norm/0" [label="(1, 120, 4, 4)", style=solid]; -"192 features.7.block.1.1.weight" -> "196 features/7/block/1/1/batch_norm/0" [label="(120,)", style=solid]; -"193 features.7.block.1.1.bias" -> "196 features/7/block/1/1/batch_norm/0" [label="(120,)", style=solid]; -"194 features.7.block.1.1.running_mean" -> "196 features/7/block/1/1/batch_norm/0" [label="(120,)", style=solid]; -"195 features.7.block.1.1.running_var" -> "196 features/7/block/1/1/batch_norm/0" [label="(120,)", style=solid]; -"196 features/7/block/1/1/batch_norm/0" -> "197 features/7/block/1/2/hardswish/0" [label="(1, 120, 4, 4)", style=solid]; -"197 features/7/block/1/2/hardswish/0" -> "198 features/7/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 120, 4, 4)", style=solid]; -"197 features/7/block/1/2/hardswish/0" -> "207 features/7/block/2/mul/0" [label="(1, 120, 4, 4)", style=solid]; -"198 features/7/block/2/avgpool/adaptive_avg_pool2d/0" -> "201 features/7/block/2/fc1/conv2d/0" [label="(1, 120, 1, 1)", style=solid]; -"199 features.7.block.2.fc1.weight" -> "201 features/7/block/2/fc1/conv2d/0" [label="(32, 120, 1, 1)", style=solid]; -"200 features.7.block.2.fc1.bias" -> "201 features/7/block/2/fc1/conv2d/0" [label="(32,)", style=solid]; -"201 features/7/block/2/fc1/conv2d/0" -> "202 features/7/block/2/activation/relu/0" [label="(1, 32, 1, 1)", style=solid]; -"202 features/7/block/2/activation/relu/0" -> "205 features/7/block/2/fc2/conv2d/0" [label="(1, 32, 1, 1)", style=solid]; -"203 features.7.block.2.fc2.weight" -> "205 features/7/block/2/fc2/conv2d/0" [label="(120, 32, 1, 1)", style=solid]; -"204 features.7.block.2.fc2.bias" -> "205 features/7/block/2/fc2/conv2d/0" [label="(120,)", style=solid]; -"205 features/7/block/2/fc2/conv2d/0" -> "206 features/7/block/2/scale_activation/hardsigmoid/0" [label="(1, 120, 1, 1)", style=solid]; -"206 features/7/block/2/scale_activation/hardsigmoid/0" -> "207 features/7/block/2/mul/0" [label="(1, 120, 1, 1)", style=solid]; -"207 features/7/block/2/mul/0" -> "209 features/7/block/3/0/conv2d/0" [label="(1, 120, 4, 4)", style=solid]; -"208 features.7.block.3.0.weight" -> "209 features/7/block/3/0/conv2d/0" [label="(48, 120, 1, 1)", style=solid]; -"209 features/7/block/3/0/conv2d/0" -> "214 features/7/block/3/1/batch_norm/0" [label="(1, 48, 4, 4)", style=solid]; -"210 features.7.block.3.1.weight" -> "214 features/7/block/3/1/batch_norm/0" [label="(48,)", style=solid]; -"211 features.7.block.3.1.bias" -> "214 features/7/block/3/1/batch_norm/0" [label="(48,)", style=solid]; -"212 features.7.block.3.1.running_mean" -> "214 features/7/block/3/1/batch_norm/0" [label="(48,)", style=solid]; -"213 features.7.block.3.1.running_var" -> "214 features/7/block/3/1/batch_norm/0" [label="(48,)", style=solid]; -"214 features/7/block/3/1/batch_norm/0" -> "216 features/8/block/0/0/conv2d/0" [label="(1, 48, 4, 4)", style=solid]; -"214 features/7/block/3/1/batch_norm/0" -> "248 features/8/add_/0" [label="(1, 48, 4, 4)", style=solid]; -"215 features.8.block.0.0.weight" -> "216 features/8/block/0/0/conv2d/0" [label="(144, 48, 1, 1)", style=solid]; -"216 features/8/block/0/0/conv2d/0" -> "221 features/8/block/0/1/batch_norm/0" [label="(1, 144, 4, 4)", style=solid]; -"217 features.8.block.0.1.weight" -> "221 features/8/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"218 features.8.block.0.1.bias" -> "221 features/8/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"219 features.8.block.0.1.running_mean" -> "221 features/8/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"220 features.8.block.0.1.running_var" -> "221 features/8/block/0/1/batch_norm/0" [label="(144,)", style=solid]; -"221 features/8/block/0/1/batch_norm/0" -> "222 features/8/block/0/2/hardswish/0" [label="(1, 144, 4, 4)", style=solid]; -"222 features/8/block/0/2/hardswish/0" -> "224 features/8/block/1/0/conv2d/0" [label="(1, 144, 4, 4)", style=solid]; -"223 features.8.block.1.0.weight" -> "224 features/8/block/1/0/conv2d/0" [label="(144, 1, 5, 5)", style=solid]; -"224 features/8/block/1/0/conv2d/0" -> "229 features/8/block/1/1/batch_norm/0" [label="(1, 144, 4, 4)", style=solid]; -"225 features.8.block.1.1.weight" -> "229 features/8/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"226 features.8.block.1.1.bias" -> "229 features/8/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"227 features.8.block.1.1.running_mean" -> "229 features/8/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"228 features.8.block.1.1.running_var" -> "229 features/8/block/1/1/batch_norm/0" [label="(144,)", style=solid]; -"229 features/8/block/1/1/batch_norm/0" -> "230 features/8/block/1/2/hardswish/0" [label="(1, 144, 4, 4)", style=solid]; -"230 features/8/block/1/2/hardswish/0" -> "231 features/8/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 144, 4, 4)", style=solid]; -"230 features/8/block/1/2/hardswish/0" -> "240 features/8/block/2/mul/0" [label="(1, 144, 4, 4)", style=solid]; -"231 features/8/block/2/avgpool/adaptive_avg_pool2d/0" -> "234 features/8/block/2/fc1/conv2d/0" [label="(1, 144, 1, 1)", style=solid]; -"232 features.8.block.2.fc1.weight" -> "234 features/8/block/2/fc1/conv2d/0" [label="(40, 144, 1, 1)", style=solid]; -"233 features.8.block.2.fc1.bias" -> "234 features/8/block/2/fc1/conv2d/0" [label="(40,)", style=solid]; -"234 features/8/block/2/fc1/conv2d/0" -> "235 features/8/block/2/activation/relu/0" [label="(1, 40, 1, 1)", style=solid]; -"235 features/8/block/2/activation/relu/0" -> "238 features/8/block/2/fc2/conv2d/0" [label="(1, 40, 1, 1)", style=solid]; -"236 features.8.block.2.fc2.weight" -> "238 features/8/block/2/fc2/conv2d/0" [label="(144, 40, 1, 1)", style=solid]; -"237 features.8.block.2.fc2.bias" -> "238 features/8/block/2/fc2/conv2d/0" [label="(144,)", style=solid]; -"238 features/8/block/2/fc2/conv2d/0" -> "239 features/8/block/2/scale_activation/hardsigmoid/0" [label="(1, 144, 1, 1)", style=solid]; -"239 features/8/block/2/scale_activation/hardsigmoid/0" -> "240 features/8/block/2/mul/0" [label="(1, 144, 1, 1)", style=solid]; -"240 features/8/block/2/mul/0" -> "242 features/8/block/3/0/conv2d/0" [label="(1, 144, 4, 4)", style=solid]; -"241 features.8.block.3.0.weight" -> "242 features/8/block/3/0/conv2d/0" [label="(48, 144, 1, 1)", style=solid]; -"242 features/8/block/3/0/conv2d/0" -> "247 features/8/block/3/1/batch_norm/0" [label="(1, 48, 4, 4)", style=solid]; -"243 features.8.block.3.1.weight" -> "247 features/8/block/3/1/batch_norm/0" [label="(48,)", style=solid]; -"244 features.8.block.3.1.bias" -> "247 features/8/block/3/1/batch_norm/0" [label="(48,)", style=solid]; -"245 features.8.block.3.1.running_mean" -> "247 features/8/block/3/1/batch_norm/0" [label="(48,)", style=solid]; -"246 features.8.block.3.1.running_var" -> "247 features/8/block/3/1/batch_norm/0" [label="(48,)", style=solid]; -"247 features/8/block/3/1/batch_norm/0" -> "248 features/8/add_/0" [label="(1, 48, 4, 4)", style=solid]; -"248 features/8/add_/0" -> "250 features/9/block/0/0/conv2d/0" [label="(1, 48, 4, 4)", style=solid]; -"249 features.9.block.0.0.weight" -> "250 features/9/block/0/0/conv2d/0" [label="(288, 48, 1, 1)", style=solid]; -"250 features/9/block/0/0/conv2d/0" -> "255 features/9/block/0/1/batch_norm/0" [label="(1, 288, 4, 4)", style=solid]; -"251 features.9.block.0.1.weight" -> "255 features/9/block/0/1/batch_norm/0" [label="(288,)", style=solid]; -"252 features.9.block.0.1.bias" -> "255 features/9/block/0/1/batch_norm/0" [label="(288,)", style=solid]; -"253 features.9.block.0.1.running_mean" -> "255 features/9/block/0/1/batch_norm/0" [label="(288,)", style=solid]; -"254 features.9.block.0.1.running_var" -> "255 features/9/block/0/1/batch_norm/0" [label="(288,)", style=solid]; -"255 features/9/block/0/1/batch_norm/0" -> "256 features/9/block/0/2/hardswish/0" [label="(1, 288, 4, 4)", style=solid]; -"256 features/9/block/0/2/hardswish/0" -> "258 features/9/block/1/0/conv2d/0" [label="(1, 288, 4, 4)", style=solid]; -"257 features.9.block.1.0.weight" -> "258 features/9/block/1/0/conv2d/0" [label="(288, 1, 5, 5)", style=solid]; -"258 features/9/block/1/0/conv2d/0" -> "263 features/9/block/1/1/batch_norm/0" [label="(1, 288, 2, 2)", style=solid]; -"259 features.9.block.1.1.weight" -> "263 features/9/block/1/1/batch_norm/0" [label="(288,)", style=solid]; -"260 features.9.block.1.1.bias" -> "263 features/9/block/1/1/batch_norm/0" [label="(288,)", style=solid]; -"261 features.9.block.1.1.running_mean" -> "263 features/9/block/1/1/batch_norm/0" [label="(288,)", style=solid]; -"262 features.9.block.1.1.running_var" -> "263 features/9/block/1/1/batch_norm/0" [label="(288,)", style=solid]; -"263 features/9/block/1/1/batch_norm/0" -> "264 features/9/block/1/2/hardswish/0" [label="(1, 288, 2, 2)", style=solid]; -"264 features/9/block/1/2/hardswish/0" -> "265 features/9/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 288, 2, 2)", style=solid]; -"264 features/9/block/1/2/hardswish/0" -> "274 features/9/block/2/mul/0" [label="(1, 288, 2, 2)", style=solid]; -"265 features/9/block/2/avgpool/adaptive_avg_pool2d/0" -> "268 features/9/block/2/fc1/conv2d/0" [label="(1, 288, 1, 1)", style=solid]; -"266 features.9.block.2.fc1.weight" -> "268 features/9/block/2/fc1/conv2d/0" [label="(72, 288, 1, 1)", style=solid]; -"267 features.9.block.2.fc1.bias" -> "268 features/9/block/2/fc1/conv2d/0" [label="(72,)", style=solid]; -"268 features/9/block/2/fc1/conv2d/0" -> "269 features/9/block/2/activation/relu/0" [label="(1, 72, 1, 1)", style=solid]; -"269 features/9/block/2/activation/relu/0" -> "272 features/9/block/2/fc2/conv2d/0" [label="(1, 72, 1, 1)", style=solid]; -"270 features.9.block.2.fc2.weight" -> "272 features/9/block/2/fc2/conv2d/0" [label="(288, 72, 1, 1)", style=solid]; -"271 features.9.block.2.fc2.bias" -> "272 features/9/block/2/fc2/conv2d/0" [label="(288,)", style=solid]; -"272 features/9/block/2/fc2/conv2d/0" -> "273 features/9/block/2/scale_activation/hardsigmoid/0" [label="(1, 288, 1, 1)", style=solid]; -"273 features/9/block/2/scale_activation/hardsigmoid/0" -> "274 features/9/block/2/mul/0" [label="(1, 288, 1, 1)", style=solid]; -"274 features/9/block/2/mul/0" -> "276 features/9/block/3/0/conv2d/0" [label="(1, 288, 2, 2)", style=solid]; -"275 features.9.block.3.0.weight" -> "276 features/9/block/3/0/conv2d/0" [label="(96, 288, 1, 1)", style=solid]; -"276 features/9/block/3/0/conv2d/0" -> "281 features/9/block/3/1/batch_norm/0" [label="(1, 96, 2, 2)", style=solid]; -"277 features.9.block.3.1.weight" -> "281 features/9/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"278 features.9.block.3.1.bias" -> "281 features/9/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"279 features.9.block.3.1.running_mean" -> "281 features/9/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"280 features.9.block.3.1.running_var" -> "281 features/9/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"281 features/9/block/3/1/batch_norm/0" -> "283 features/10/block/0/0/conv2d/0" [label="(1, 96, 2, 2)", style=solid]; -"281 features/9/block/3/1/batch_norm/0" -> "315 features/10/add_/0" [label="(1, 96, 2, 2)", style=solid]; -"282 features.10.block.0.0.weight" -> "283 features/10/block/0/0/conv2d/0" [label="(576, 96, 1, 1)", style=solid]; -"283 features/10/block/0/0/conv2d/0" -> "288 features/10/block/0/1/batch_norm/0" [label="(1, 576, 2, 2)", style=solid]; -"284 features.10.block.0.1.weight" -> "288 features/10/block/0/1/batch_norm/0" [label="(576,)", style=solid]; -"285 features.10.block.0.1.bias" -> "288 features/10/block/0/1/batch_norm/0" [label="(576,)", style=solid]; -"286 features.10.block.0.1.running_mean" -> "288 features/10/block/0/1/batch_norm/0" [label="(576,)", style=solid]; -"287 features.10.block.0.1.running_var" -> "288 features/10/block/0/1/batch_norm/0" [label="(576,)", style=solid]; -"288 features/10/block/0/1/batch_norm/0" -> "289 features/10/block/0/2/hardswish/0" [label="(1, 576, 2, 2)", style=solid]; -"289 features/10/block/0/2/hardswish/0" -> "291 features/10/block/1/0/conv2d/0" [label="(1, 576, 2, 2)", style=solid]; -"290 features.10.block.1.0.weight" -> "291 features/10/block/1/0/conv2d/0" [label="(576, 1, 5, 5)", style=solid]; -"291 features/10/block/1/0/conv2d/0" -> "296 features/10/block/1/1/batch_norm/0" [label="(1, 576, 2, 2)", style=solid]; -"292 features.10.block.1.1.weight" -> "296 features/10/block/1/1/batch_norm/0" [label="(576,)", style=solid]; -"293 features.10.block.1.1.bias" -> "296 features/10/block/1/1/batch_norm/0" [label="(576,)", style=solid]; -"294 features.10.block.1.1.running_mean" -> "296 features/10/block/1/1/batch_norm/0" [label="(576,)", style=solid]; -"295 features.10.block.1.1.running_var" -> "296 features/10/block/1/1/batch_norm/0" [label="(576,)", style=solid]; -"296 features/10/block/1/1/batch_norm/0" -> "297 features/10/block/1/2/hardswish/0" [label="(1, 576, 2, 2)", style=solid]; -"297 features/10/block/1/2/hardswish/0" -> "298 features/10/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 576, 2, 2)", style=solid]; -"297 features/10/block/1/2/hardswish/0" -> "307 features/10/block/2/mul/0" [label="(1, 576, 2, 2)", style=solid]; -"298 features/10/block/2/avgpool/adaptive_avg_pool2d/0" -> "301 features/10/block/2/fc1/conv2d/0" [label="(1, 576, 1, 1)", style=solid]; -"299 features.10.block.2.fc1.weight" -> "301 features/10/block/2/fc1/conv2d/0" [label="(144, 576, 1, 1)", style=solid]; -"300 features.10.block.2.fc1.bias" -> "301 features/10/block/2/fc1/conv2d/0" [label="(144,)", style=solid]; -"301 features/10/block/2/fc1/conv2d/0" -> "302 features/10/block/2/activation/relu/0" [label="(1, 144, 1, 1)", style=solid]; -"302 features/10/block/2/activation/relu/0" -> "305 features/10/block/2/fc2/conv2d/0" [label="(1, 144, 1, 1)", style=solid]; -"303 features.10.block.2.fc2.weight" -> "305 features/10/block/2/fc2/conv2d/0" [label="(576, 144, 1, 1)", style=solid]; -"304 features.10.block.2.fc2.bias" -> "305 features/10/block/2/fc2/conv2d/0" [label="(576,)", style=solid]; -"305 features/10/block/2/fc2/conv2d/0" -> "306 features/10/block/2/scale_activation/hardsigmoid/0" [label="(1, 576, 1, 1)", style=solid]; -"306 features/10/block/2/scale_activation/hardsigmoid/0" -> "307 features/10/block/2/mul/0" [label="(1, 576, 1, 1)", style=solid]; -"307 features/10/block/2/mul/0" -> "309 features/10/block/3/0/conv2d/0" [label="(1, 576, 2, 2)", style=solid]; -"308 features.10.block.3.0.weight" -> "309 features/10/block/3/0/conv2d/0" [label="(96, 576, 1, 1)", style=solid]; -"309 features/10/block/3/0/conv2d/0" -> "314 features/10/block/3/1/batch_norm/0" [label="(1, 96, 2, 2)", style=solid]; -"310 features.10.block.3.1.weight" -> "314 features/10/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"311 features.10.block.3.1.bias" -> "314 features/10/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"312 features.10.block.3.1.running_mean" -> "314 features/10/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"313 features.10.block.3.1.running_var" -> "314 features/10/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"314 features/10/block/3/1/batch_norm/0" -> "315 features/10/add_/0" [label="(1, 96, 2, 2)", style=solid]; -"315 features/10/add_/0" -> "317 features/11/block/0/0/conv2d/0" [label="(1, 96, 2, 2)", style=solid]; -"315 features/10/add_/0" -> "349 features/11/add_/0" [label="(1, 96, 2, 2)", style=solid]; -"316 features.11.block.0.0.weight" -> "317 features/11/block/0/0/conv2d/0" [label="(576, 96, 1, 1)", style=solid]; -"317 features/11/block/0/0/conv2d/0" -> "322 features/11/block/0/1/batch_norm/0" [label="(1, 576, 2, 2)", style=solid]; -"318 features.11.block.0.1.weight" -> "322 features/11/block/0/1/batch_norm/0" [label="(576,)", style=solid]; -"319 features.11.block.0.1.bias" -> "322 features/11/block/0/1/batch_norm/0" [label="(576,)", style=solid]; -"320 features.11.block.0.1.running_mean" -> "322 features/11/block/0/1/batch_norm/0" [label="(576,)", style=solid]; -"321 features.11.block.0.1.running_var" -> "322 features/11/block/0/1/batch_norm/0" [label="(576,)", style=solid]; -"322 features/11/block/0/1/batch_norm/0" -> "323 features/11/block/0/2/hardswish/0" [label="(1, 576, 2, 2)", style=solid]; -"323 features/11/block/0/2/hardswish/0" -> "325 features/11/block/1/0/conv2d/0" [label="(1, 576, 2, 2)", style=solid]; -"324 features.11.block.1.0.weight" -> "325 features/11/block/1/0/conv2d/0" [label="(576, 1, 5, 5)", style=solid]; -"325 features/11/block/1/0/conv2d/0" -> "330 features/11/block/1/1/batch_norm/0" [label="(1, 576, 2, 2)", style=solid]; -"326 features.11.block.1.1.weight" -> "330 features/11/block/1/1/batch_norm/0" [label="(576,)", style=solid]; -"327 features.11.block.1.1.bias" -> "330 features/11/block/1/1/batch_norm/0" [label="(576,)", style=solid]; -"328 features.11.block.1.1.running_mean" -> "330 features/11/block/1/1/batch_norm/0" [label="(576,)", style=solid]; -"329 features.11.block.1.1.running_var" -> "330 features/11/block/1/1/batch_norm/0" [label="(576,)", style=solid]; -"330 features/11/block/1/1/batch_norm/0" -> "331 features/11/block/1/2/hardswish/0" [label="(1, 576, 2, 2)", style=solid]; -"331 features/11/block/1/2/hardswish/0" -> "332 features/11/block/2/avgpool/adaptive_avg_pool2d/0" [label="(1, 576, 2, 2)", style=solid]; -"331 features/11/block/1/2/hardswish/0" -> "341 features/11/block/2/mul/0" [label="(1, 576, 2, 2)", style=solid]; -"332 features/11/block/2/avgpool/adaptive_avg_pool2d/0" -> "335 features/11/block/2/fc1/conv2d/0" [label="(1, 576, 1, 1)", style=solid]; -"333 features.11.block.2.fc1.weight" -> "335 features/11/block/2/fc1/conv2d/0" [label="(144, 576, 1, 1)", style=solid]; -"334 features.11.block.2.fc1.bias" -> "335 features/11/block/2/fc1/conv2d/0" [label="(144,)", style=solid]; -"335 features/11/block/2/fc1/conv2d/0" -> "336 features/11/block/2/activation/relu/0" [label="(1, 144, 1, 1)", style=solid]; -"336 features/11/block/2/activation/relu/0" -> "339 features/11/block/2/fc2/conv2d/0" [label="(1, 144, 1, 1)", style=solid]; -"337 features.11.block.2.fc2.weight" -> "339 features/11/block/2/fc2/conv2d/0" [label="(576, 144, 1, 1)", style=solid]; -"338 features.11.block.2.fc2.bias" -> "339 features/11/block/2/fc2/conv2d/0" [label="(576,)", style=solid]; -"339 features/11/block/2/fc2/conv2d/0" -> "340 features/11/block/2/scale_activation/hardsigmoid/0" [label="(1, 576, 1, 1)", style=solid]; -"340 features/11/block/2/scale_activation/hardsigmoid/0" -> "341 features/11/block/2/mul/0" [label="(1, 576, 1, 1)", style=solid]; -"341 features/11/block/2/mul/0" -> "343 features/11/block/3/0/conv2d/0" [label="(1, 576, 2, 2)", style=solid]; -"342 features.11.block.3.0.weight" -> "343 features/11/block/3/0/conv2d/0" [label="(96, 576, 1, 1)", style=solid]; -"343 features/11/block/3/0/conv2d/0" -> "348 features/11/block/3/1/batch_norm/0" [label="(1, 96, 2, 2)", style=solid]; -"344 features.11.block.3.1.weight" -> "348 features/11/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"345 features.11.block.3.1.bias" -> "348 features/11/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"346 features.11.block.3.1.running_mean" -> "348 features/11/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"347 features.11.block.3.1.running_var" -> "348 features/11/block/3/1/batch_norm/0" [label="(96,)", style=solid]; -"348 features/11/block/3/1/batch_norm/0" -> "349 features/11/add_/0" [label="(1, 96, 2, 2)", style=solid]; -"349 features/11/add_/0" -> "351 features/12/0/conv2d/0" [label="(1, 96, 2, 2)", style=solid]; -"350 features.12.0.weight" -> "351 features/12/0/conv2d/0" [label="(576, 96, 1, 1)", style=solid]; -"351 features/12/0/conv2d/0" -> "356 features/12/1/batch_norm/0" [label="(1, 576, 2, 2)", style=solid]; -"352 features.12.1.weight" -> "356 features/12/1/batch_norm/0" [label="(576,)", style=solid]; -"353 features.12.1.bias" -> "356 features/12/1/batch_norm/0" [label="(576,)", style=solid]; -"354 features.12.1.running_mean" -> "356 features/12/1/batch_norm/0" [label="(576,)", style=solid]; -"355 features.12.1.running_var" -> "356 features/12/1/batch_norm/0" [label="(576,)", style=solid]; -"356 features/12/1/batch_norm/0" -> "357 features/12/2/hardswish/0" [label="(1, 576, 2, 2)", style=solid]; -"357 features/12/2/hardswish/0" -> "358 avgpool/adaptive_avg_pool2d/0" [label="(1, 576, 2, 2)", style=solid]; -"358 avgpool/adaptive_avg_pool2d/0" -> "359 /flatten/0" [label="(1, 576, 1, 1)", style=solid]; -"359 /flatten/0" -> "362 classifier/0/linear/0" [label="(1, 576)", style=solid]; -"360 classifier.0.weight" -> "362 classifier/0/linear/0" [label="(1024, 576)", style=solid]; -"361 classifier.0.bias" -> "362 classifier/0/linear/0" [label="(1024,)", style=solid]; -"362 classifier/0/linear/0" -> "363 classifier/1/hardswish/0" [label="(1, 1024)", style=solid]; -"363 classifier/1/hardswish/0" -> "364 classifier/2/dropout/0" [label="(1, 1024)", style=solid]; -"364 classifier/2/dropout/0" -> "367 classifier/3/linear/0" [label="(1, 1024)", style=solid]; -"365 classifier.3.weight" -> "367 classifier/3/linear/0" [label="(1000, 1024)", style=solid]; -"366 classifier.3.bias" -> "367 classifier/3/linear/0" [label="(1000,)", style=solid]; -"367 classifier/3/linear/0" -> "368 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"features.0.0.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/0/conv2d/0" [id=2, metatype=PTConv2dMetatype, type=conv2d]; +"features.0.1.weight" [id=3, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.bias" [id=4, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.running_mean" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.1.running_var" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/1/batch_norm/0" [id=7, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/0/2/hardswish/0" [id=8, metatype=PTHardSwishMetatype, type=hardswish]; +"features.1.block.0.0.weight" [id=9, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/block/0/0/conv2d/0" [id=10, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.1.block.0.1.weight" [id=11, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.block.0.1.bias" [id=12, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.block.0.1.running_mean" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.block.0.1.running_var" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/block/0/1/batch_norm/0" [id=15, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/1/block/0/2/relu_/0" [id=16, metatype=PTRELUMetatype, type=relu_]; +"features/1/block/1/avgpool/adaptive_avg_pool2d/0" [id=17, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.1.block.1.fc1.weight" [id=18, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.block.1.fc1.bias" [id=19, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/block/1/fc1/conv2d/0" [id=20, metatype=PTConv2dMetatype, type=conv2d]; +"features/1/block/1/activation/relu/0" [id=21, metatype=PTRELUMetatype, type=relu]; +"features.1.block.1.fc2.weight" [id=22, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.block.1.fc2.bias" [id=23, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/block/1/fc2/conv2d/0" [id=24, metatype=PTConv2dMetatype, type=conv2d]; +"features/1/block/1/scale_activation/hardsigmoid/0" [id=25, metatype=PTHardSigmoidMetatype, type=hardsigmoid]; +"features/1/block/1/mul/0" [id=26, metatype=PTMulMetatype, type=mul]; +"features.1.block.2.0.weight" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/block/2/0/conv2d/0" [id=28, metatype=PTConv2dMetatype, type=conv2d]; +"features.1.block.2.1.weight" [id=29, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.block.2.1.bias" [id=30, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.block.2.1.running_mean" [id=31, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.block.2.1.running_var" [id=32, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/block/2/1/batch_norm/0" [id=33, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.2.block.0.0.weight" [id=34, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/block/0/0/conv2d/0" [id=35, metatype=PTConv2dMetatype, type=conv2d]; +"features.2.block.0.1.weight" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.block.0.1.bias" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.block.0.1.running_mean" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.block.0.1.running_var" [id=39, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/block/0/1/batch_norm/0" [id=40, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/2/block/0/2/relu_/0" [id=41, metatype=PTRELUMetatype, type=relu_]; +"features.2.block.1.0.weight" [id=42, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/block/1/0/conv2d/0" [id=43, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.2.block.1.1.weight" [id=44, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.block.1.1.bias" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.block.1.1.running_mean" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.block.1.1.running_var" [id=47, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/block/1/1/batch_norm/0" [id=48, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/2/block/1/2/relu_/0" [id=49, metatype=PTRELUMetatype, type=relu_]; +"features.2.block.2.0.weight" [id=50, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/block/2/0/conv2d/0" [id=51, metatype=PTConv2dMetatype, type=conv2d]; +"features.2.block.2.1.weight" [id=52, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.block.2.1.bias" [id=53, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.block.2.1.running_mean" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.block.2.1.running_var" [id=55, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/block/2/1/batch_norm/0" [id=56, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.3.block.0.0.weight" [id=57, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/block/0/0/conv2d/0" [id=58, metatype=PTConv2dMetatype, type=conv2d]; +"features.3.block.0.1.weight" [id=59, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.block.0.1.bias" [id=60, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.block.0.1.running_mean" [id=61, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.block.0.1.running_var" [id=62, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/block/0/1/batch_norm/0" [id=63, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/block/0/2/relu_/0" [id=64, metatype=PTRELUMetatype, type=relu_]; +"features.3.block.1.0.weight" [id=65, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/block/1/0/conv2d/0" [id=66, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.3.block.1.1.weight" [id=67, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.block.1.1.bias" [id=68, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.block.1.1.running_mean" [id=69, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.block.1.1.running_var" [id=70, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/block/1/1/batch_norm/0" [id=71, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/block/1/2/relu_/0" [id=72, metatype=PTRELUMetatype, type=relu_]; +"features.3.block.2.0.weight" [id=73, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/block/2/0/conv2d/0" [id=74, metatype=PTConv2dMetatype, type=conv2d]; +"features.3.block.2.1.weight" [id=75, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.block.2.1.bias" [id=76, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.block.2.1.running_mean" [id=77, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.block.2.1.running_var" [id=78, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/block/2/1/batch_norm/0" [id=79, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/3/add_/0" [id=80, metatype=PTAddMetatype, type=add_]; +"features.4.block.0.0.weight" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/block/0/0/conv2d/0" [id=82, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.block.0.1.weight" [id=83, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.0.1.bias" [id=84, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.0.1.running_mean" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.0.1.running_var" [id=86, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/block/0/1/batch_norm/0" [id=87, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/block/0/2/hardswish/0" [id=88, metatype=PTHardSwishMetatype, type=hardswish]; +"features.4.block.1.0.weight" [id=89, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/block/1/0/conv2d/0" [id=90, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.4.block.1.1.weight" [id=91, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.1.1.bias" [id=92, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.1.1.running_mean" [id=93, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.1.1.running_var" [id=94, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/block/1/1/batch_norm/0" [id=95, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/4/block/1/2/hardswish/0" [id=96, metatype=PTHardSwishMetatype, type=hardswish]; +"features/4/block/2/avgpool/adaptive_avg_pool2d/0" [id=97, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.4.block.2.fc1.weight" [id=98, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.2.fc1.bias" [id=99, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/block/2/fc1/conv2d/0" [id=100, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/block/2/activation/relu/0" [id=101, metatype=PTRELUMetatype, type=relu]; +"features.4.block.2.fc2.weight" [id=102, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.2.fc2.bias" [id=103, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/block/2/fc2/conv2d/0" [id=104, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/block/2/scale_activation/hardsigmoid/0" [id=105, metatype=PTHardSigmoidMetatype, type=hardsigmoid]; +"features/4/block/2/mul/0" [id=106, metatype=PTMulMetatype, type=mul]; +"features.4.block.3.0.weight" [id=107, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/block/3/0/conv2d/0" [id=108, metatype=PTConv2dMetatype, type=conv2d]; +"features.4.block.3.1.weight" [id=109, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.3.1.bias" [id=110, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.3.1.running_mean" [id=111, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.block.3.1.running_var" [id=112, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/block/3/1/batch_norm/0" [id=113, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.5.block.0.0.weight" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/block/0/0/conv2d/0" [id=115, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.block.0.1.weight" [id=116, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.0.1.bias" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.0.1.running_mean" [id=118, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.0.1.running_var" [id=119, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/block/0/1/batch_norm/0" [id=120, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/block/0/2/hardswish/0" [id=121, metatype=PTHardSwishMetatype, type=hardswish]; +"features.5.block.1.0.weight" [id=122, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/block/1/0/conv2d/0" [id=123, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.5.block.1.1.weight" [id=124, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.1.1.bias" [id=125, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.1.1.running_mean" [id=126, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.1.1.running_var" [id=127, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/block/1/1/batch_norm/0" [id=128, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/block/1/2/hardswish/0" [id=129, metatype=PTHardSwishMetatype, type=hardswish]; +"features/5/block/2/avgpool/adaptive_avg_pool2d/0" [id=130, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.5.block.2.fc1.weight" [id=131, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.2.fc1.bias" [id=132, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/block/2/fc1/conv2d/0" [id=133, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/block/2/activation/relu/0" [id=134, metatype=PTRELUMetatype, type=relu]; +"features.5.block.2.fc2.weight" [id=135, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.2.fc2.bias" [id=136, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/block/2/fc2/conv2d/0" [id=137, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/block/2/scale_activation/hardsigmoid/0" [id=138, metatype=PTHardSigmoidMetatype, type=hardsigmoid]; +"features/5/block/2/mul/0" [id=139, metatype=PTMulMetatype, type=mul]; +"features.5.block.3.0.weight" [id=140, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/block/3/0/conv2d/0" [id=141, metatype=PTConv2dMetatype, type=conv2d]; +"features.5.block.3.1.weight" [id=142, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.3.1.bias" [id=143, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.3.1.running_mean" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.block.3.1.running_var" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/block/3/1/batch_norm/0" [id=146, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/5/add_/0" [id=147, metatype=PTAddMetatype, type=add_]; +"features.6.block.0.0.weight" [id=148, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/block/0/0/conv2d/0" [id=149, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.block.0.1.weight" [id=150, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.0.1.bias" [id=151, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.0.1.running_mean" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.0.1.running_var" [id=153, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/block/0/1/batch_norm/0" [id=154, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/block/0/2/hardswish/0" [id=155, metatype=PTHardSwishMetatype, type=hardswish]; +"features.6.block.1.0.weight" [id=156, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/block/1/0/conv2d/0" [id=157, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.6.block.1.1.weight" [id=158, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.1.1.bias" [id=159, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.1.1.running_mean" [id=160, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.1.1.running_var" [id=161, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/block/1/1/batch_norm/0" [id=162, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/block/1/2/hardswish/0" [id=163, metatype=PTHardSwishMetatype, type=hardswish]; +"features/6/block/2/avgpool/adaptive_avg_pool2d/0" [id=164, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.6.block.2.fc1.weight" [id=165, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.2.fc1.bias" [id=166, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/block/2/fc1/conv2d/0" [id=167, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/block/2/activation/relu/0" [id=168, metatype=PTRELUMetatype, type=relu]; +"features.6.block.2.fc2.weight" [id=169, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.2.fc2.bias" [id=170, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/block/2/fc2/conv2d/0" [id=171, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/block/2/scale_activation/hardsigmoid/0" [id=172, metatype=PTHardSigmoidMetatype, type=hardsigmoid]; +"features/6/block/2/mul/0" [id=173, metatype=PTMulMetatype, type=mul]; +"features.6.block.3.0.weight" [id=174, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/block/3/0/conv2d/0" [id=175, metatype=PTConv2dMetatype, type=conv2d]; +"features.6.block.3.1.weight" [id=176, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.3.1.bias" [id=177, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.3.1.running_mean" [id=178, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.block.3.1.running_var" [id=179, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/block/3/1/batch_norm/0" [id=180, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/6/add_/0" [id=181, metatype=PTAddMetatype, type=add_]; +"features.7.block.0.0.weight" [id=182, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/block/0/0/conv2d/0" [id=183, metatype=PTConv2dMetatype, type=conv2d]; +"features.7.block.0.1.weight" [id=184, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.0.1.bias" [id=185, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.0.1.running_mean" [id=186, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.0.1.running_var" [id=187, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/block/0/1/batch_norm/0" [id=188, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/7/block/0/2/hardswish/0" [id=189, metatype=PTHardSwishMetatype, type=hardswish]; +"features.7.block.1.0.weight" [id=190, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/block/1/0/conv2d/0" [id=191, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.7.block.1.1.weight" [id=192, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.1.1.bias" [id=193, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.1.1.running_mean" [id=194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.1.1.running_var" [id=195, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/block/1/1/batch_norm/0" [id=196, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/7/block/1/2/hardswish/0" [id=197, metatype=PTHardSwishMetatype, type=hardswish]; +"features/7/block/2/avgpool/adaptive_avg_pool2d/0" [id=198, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.7.block.2.fc1.weight" [id=199, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.2.fc1.bias" [id=200, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/block/2/fc1/conv2d/0" [id=201, metatype=PTConv2dMetatype, type=conv2d]; +"features/7/block/2/activation/relu/0" [id=202, metatype=PTRELUMetatype, type=relu]; +"features.7.block.2.fc2.weight" [id=203, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.2.fc2.bias" [id=204, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/block/2/fc2/conv2d/0" [id=205, metatype=PTConv2dMetatype, type=conv2d]; +"features/7/block/2/scale_activation/hardsigmoid/0" [id=206, metatype=PTHardSigmoidMetatype, type=hardsigmoid]; +"features/7/block/2/mul/0" [id=207, metatype=PTMulMetatype, type=mul]; +"features.7.block.3.0.weight" [id=208, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/block/3/0/conv2d/0" [id=209, metatype=PTConv2dMetatype, type=conv2d]; +"features.7.block.3.1.weight" [id=210, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.3.1.bias" [id=211, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.3.1.running_mean" [id=212, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.block.3.1.running_var" [id=213, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/block/3/1/batch_norm/0" [id=214, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.8.block.0.0.weight" [id=215, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/block/0/0/conv2d/0" [id=216, metatype=PTConv2dMetatype, type=conv2d]; +"features.8.block.0.1.weight" [id=217, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.0.1.bias" [id=218, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.0.1.running_mean" [id=219, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.0.1.running_var" [id=220, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/block/0/1/batch_norm/0" [id=221, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/8/block/0/2/hardswish/0" [id=222, metatype=PTHardSwishMetatype, type=hardswish]; +"features.8.block.1.0.weight" [id=223, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/block/1/0/conv2d/0" [id=224, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.8.block.1.1.weight" [id=225, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.1.1.bias" [id=226, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.1.1.running_mean" [id=227, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.1.1.running_var" [id=228, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/block/1/1/batch_norm/0" [id=229, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/8/block/1/2/hardswish/0" [id=230, metatype=PTHardSwishMetatype, type=hardswish]; +"features/8/block/2/avgpool/adaptive_avg_pool2d/0" [id=231, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.8.block.2.fc1.weight" [id=232, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.2.fc1.bias" [id=233, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/block/2/fc1/conv2d/0" [id=234, metatype=PTConv2dMetatype, type=conv2d]; +"features/8/block/2/activation/relu/0" [id=235, metatype=PTRELUMetatype, type=relu]; +"features.8.block.2.fc2.weight" [id=236, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.2.fc2.bias" [id=237, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/block/2/fc2/conv2d/0" [id=238, metatype=PTConv2dMetatype, type=conv2d]; +"features/8/block/2/scale_activation/hardsigmoid/0" [id=239, metatype=PTHardSigmoidMetatype, type=hardsigmoid]; +"features/8/block/2/mul/0" [id=240, metatype=PTMulMetatype, type=mul]; +"features.8.block.3.0.weight" [id=241, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/block/3/0/conv2d/0" [id=242, metatype=PTConv2dMetatype, type=conv2d]; +"features.8.block.3.1.weight" [id=243, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.3.1.bias" [id=244, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.3.1.running_mean" [id=245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.block.3.1.running_var" [id=246, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/block/3/1/batch_norm/0" [id=247, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/8/add_/0" [id=248, metatype=PTAddMetatype, type=add_]; +"features.9.block.0.0.weight" [id=249, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/block/0/0/conv2d/0" [id=250, metatype=PTConv2dMetatype, type=conv2d]; +"features.9.block.0.1.weight" [id=251, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.0.1.bias" [id=252, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.0.1.running_mean" [id=253, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.0.1.running_var" [id=254, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/block/0/1/batch_norm/0" [id=255, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/9/block/0/2/hardswish/0" [id=256, metatype=PTHardSwishMetatype, type=hardswish]; +"features.9.block.1.0.weight" [id=257, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/block/1/0/conv2d/0" [id=258, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.9.block.1.1.weight" [id=259, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.1.1.bias" [id=260, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.1.1.running_mean" [id=261, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.1.1.running_var" [id=262, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/block/1/1/batch_norm/0" [id=263, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/9/block/1/2/hardswish/0" [id=264, metatype=PTHardSwishMetatype, type=hardswish]; +"features/9/block/2/avgpool/adaptive_avg_pool2d/0" [id=265, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.9.block.2.fc1.weight" [id=266, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.2.fc1.bias" [id=267, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/block/2/fc1/conv2d/0" [id=268, metatype=PTConv2dMetatype, type=conv2d]; +"features/9/block/2/activation/relu/0" [id=269, metatype=PTRELUMetatype, type=relu]; +"features.9.block.2.fc2.weight" [id=270, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.2.fc2.bias" [id=271, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/block/2/fc2/conv2d/0" [id=272, metatype=PTConv2dMetatype, type=conv2d]; +"features/9/block/2/scale_activation/hardsigmoid/0" [id=273, metatype=PTHardSigmoidMetatype, type=hardsigmoid]; +"features/9/block/2/mul/0" [id=274, metatype=PTMulMetatype, type=mul]; +"features.9.block.3.0.weight" [id=275, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/block/3/0/conv2d/0" [id=276, metatype=PTConv2dMetatype, type=conv2d]; +"features.9.block.3.1.weight" [id=277, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.3.1.bias" [id=278, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.3.1.running_mean" [id=279, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.block.3.1.running_var" [id=280, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/block/3/1/batch_norm/0" [id=281, metatype=PTBatchNormMetatype, type=batch_norm]; +"features.10.block.0.0.weight" [id=282, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/block/0/0/conv2d/0" [id=283, metatype=PTConv2dMetatype, type=conv2d]; +"features.10.block.0.1.weight" [id=284, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.0.1.bias" [id=285, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.0.1.running_mean" [id=286, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.0.1.running_var" [id=287, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/block/0/1/batch_norm/0" [id=288, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/10/block/0/2/hardswish/0" [id=289, metatype=PTHardSwishMetatype, type=hardswish]; +"features.10.block.1.0.weight" [id=290, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/block/1/0/conv2d/0" [id=291, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.10.block.1.1.weight" [id=292, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.1.1.bias" [id=293, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.1.1.running_mean" [id=294, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.1.1.running_var" [id=295, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/block/1/1/batch_norm/0" [id=296, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/10/block/1/2/hardswish/0" [id=297, metatype=PTHardSwishMetatype, type=hardswish]; +"features/10/block/2/avgpool/adaptive_avg_pool2d/0" [id=298, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.10.block.2.fc1.weight" [id=299, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.2.fc1.bias" [id=300, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/block/2/fc1/conv2d/0" [id=301, metatype=PTConv2dMetatype, type=conv2d]; +"features/10/block/2/activation/relu/0" [id=302, metatype=PTRELUMetatype, type=relu]; +"features.10.block.2.fc2.weight" [id=303, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.2.fc2.bias" [id=304, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/block/2/fc2/conv2d/0" [id=305, metatype=PTConv2dMetatype, type=conv2d]; +"features/10/block/2/scale_activation/hardsigmoid/0" [id=306, metatype=PTHardSigmoidMetatype, type=hardsigmoid]; +"features/10/block/2/mul/0" [id=307, metatype=PTMulMetatype, type=mul]; +"features.10.block.3.0.weight" [id=308, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/block/3/0/conv2d/0" [id=309, metatype=PTConv2dMetatype, type=conv2d]; +"features.10.block.3.1.weight" [id=310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.3.1.bias" [id=311, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.3.1.running_mean" [id=312, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.block.3.1.running_var" [id=313, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/block/3/1/batch_norm/0" [id=314, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/10/add_/0" [id=315, metatype=PTAddMetatype, type=add_]; +"features.11.block.0.0.weight" [id=316, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/block/0/0/conv2d/0" [id=317, metatype=PTConv2dMetatype, type=conv2d]; +"features.11.block.0.1.weight" [id=318, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.0.1.bias" [id=319, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.0.1.running_mean" [id=320, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.0.1.running_var" [id=321, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/block/0/1/batch_norm/0" [id=322, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/11/block/0/2/hardswish/0" [id=323, metatype=PTHardSwishMetatype, type=hardswish]; +"features.11.block.1.0.weight" [id=324, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/block/1/0/conv2d/0" [id=325, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"features.11.block.1.1.weight" [id=326, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.1.1.bias" [id=327, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.1.1.running_mean" [id=328, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.1.1.running_var" [id=329, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/block/1/1/batch_norm/0" [id=330, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/11/block/1/2/hardswish/0" [id=331, metatype=PTHardSwishMetatype, type=hardswish]; +"features/11/block/2/avgpool/adaptive_avg_pool2d/0" [id=332, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"features.11.block.2.fc1.weight" [id=333, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.2.fc1.bias" [id=334, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/block/2/fc1/conv2d/0" [id=335, metatype=PTConv2dMetatype, type=conv2d]; +"features/11/block/2/activation/relu/0" [id=336, metatype=PTRELUMetatype, type=relu]; +"features.11.block.2.fc2.weight" [id=337, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.2.fc2.bias" [id=338, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/block/2/fc2/conv2d/0" [id=339, metatype=PTConv2dMetatype, type=conv2d]; +"features/11/block/2/scale_activation/hardsigmoid/0" [id=340, metatype=PTHardSigmoidMetatype, type=hardsigmoid]; +"features/11/block/2/mul/0" [id=341, metatype=PTMulMetatype, type=mul]; +"features.11.block.3.0.weight" [id=342, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/block/3/0/conv2d/0" [id=343, metatype=PTConv2dMetatype, type=conv2d]; +"features.11.block.3.1.weight" [id=344, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.3.1.bias" [id=345, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.3.1.running_mean" [id=346, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.11.block.3.1.running_var" [id=347, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/11/block/3/1/batch_norm/0" [id=348, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/11/add_/0" [id=349, metatype=PTAddMetatype, type=add_]; +"features.12.0.weight" [id=350, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/0/conv2d/0" [id=351, metatype=PTConv2dMetatype, type=conv2d]; +"features.12.1.weight" [id=352, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.1.bias" [id=353, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.1.running_mean" [id=354, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.1.running_var" [id=355, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/1/batch_norm/0" [id=356, metatype=PTBatchNormMetatype, type=batch_norm]; +"features/12/2/hardswish/0" [id=357, metatype=PTHardSwishMetatype, type=hardswish]; +"avgpool/adaptive_avg_pool2d/0" [id=358, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"/flatten/0" [id=359, metatype=PTReshapeMetatype, type=flatten]; +"classifier.0.weight" [id=360, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.0.bias" [id=361, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/0/linear/0" [id=362, metatype=PTLinearMetatype, type=linear]; +"classifier/1/hardswish/0" [id=363, metatype=PTHardSwishMetatype, type=hardswish]; +"classifier/2/dropout/0" [id=364, metatype=PTDropoutMetatype, type=dropout]; +"classifier.3.weight" [id=365, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.3.bias" [id=366, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/3/linear/0" [id=367, metatype=PTLinearMetatype, type=linear]; +output [id=368, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "features/0/0/conv2d/0" [dtype=float, shape="(1, 3, 64, 64)"]; +"features.0.0.weight" -> "features/0/0/conv2d/0" [dtype=float, shape="(16, 3, 3, 3)"]; +"features/0/0/conv2d/0" -> "features/0/1/batch_norm/0" [dtype=float, shape="(1, 16, 32, 32)"]; +"features.0.1.weight" -> "features/0/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.0.1.bias" -> "features/0/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.0.1.running_mean" -> "features/0/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.0.1.running_var" -> "features/0/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features/0/1/batch_norm/0" -> "features/0/2/hardswish/0" [dtype=float, shape="(1, 16, 32, 32)"]; +"features/0/2/hardswish/0" -> "features/1/block/0/0/conv2d/0" [dtype=float, shape="(1, 16, 32, 32)"]; +"features.1.block.0.0.weight" -> "features/1/block/0/0/conv2d/0" [dtype=float, shape="(16, 1, 3, 3)"]; +"features/1/block/0/0/conv2d/0" -> "features/1/block/0/1/batch_norm/0" [dtype=float, shape="(1, 16, 16, 16)"]; +"features.1.block.0.1.weight" -> "features/1/block/0/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.block.0.1.bias" -> "features/1/block/0/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.block.0.1.running_mean" -> "features/1/block/0/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.block.0.1.running_var" -> "features/1/block/0/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features/1/block/0/1/batch_norm/0" -> "features/1/block/0/2/relu_/0" [dtype=float, shape="(1, 16, 16, 16)"]; +"features/1/block/0/2/relu_/0" -> "features/1/block/1/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 16, 16, 16)"]; +"features/1/block/0/2/relu_/0" -> "features/1/block/1/mul/0" [dtype=float, shape="(1, 16, 16, 16)"]; +"features/1/block/1/avgpool/adaptive_avg_pool2d/0" -> "features/1/block/1/fc1/conv2d/0" [dtype=float, shape="(1, 16, 1, 1)"]; +"features.1.block.1.fc1.weight" -> "features/1/block/1/fc1/conv2d/0" [dtype=float, shape="(8, 16, 1, 1)"]; +"features.1.block.1.fc1.bias" -> "features/1/block/1/fc1/conv2d/0" [dtype=float, shape="(8,)"]; +"features/1/block/1/fc1/conv2d/0" -> "features/1/block/1/activation/relu/0" [dtype=float, shape="(1, 8, 1, 1)"]; +"features/1/block/1/activation/relu/0" -> "features/1/block/1/fc2/conv2d/0" [dtype=float, shape="(1, 8, 1, 1)"]; +"features.1.block.1.fc2.weight" -> "features/1/block/1/fc2/conv2d/0" [dtype=float, shape="(16, 8, 1, 1)"]; +"features.1.block.1.fc2.bias" -> "features/1/block/1/fc2/conv2d/0" [dtype=float, shape="(16,)"]; +"features/1/block/1/fc2/conv2d/0" -> "features/1/block/1/scale_activation/hardsigmoid/0" [dtype=float, shape="(1, 16, 1, 1)"]; +"features/1/block/1/scale_activation/hardsigmoid/0" -> "features/1/block/1/mul/0" [dtype=float, shape="(1, 16, 1, 1)"]; +"features/1/block/1/mul/0" -> "features/1/block/2/0/conv2d/0" [dtype=float, shape="(1, 16, 16, 16)"]; +"features.1.block.2.0.weight" -> "features/1/block/2/0/conv2d/0" [dtype=float, shape="(16, 16, 1, 1)"]; +"features/1/block/2/0/conv2d/0" -> "features/1/block/2/1/batch_norm/0" [dtype=float, shape="(1, 16, 16, 16)"]; +"features.1.block.2.1.weight" -> "features/1/block/2/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.block.2.1.bias" -> "features/1/block/2/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.block.2.1.running_mean" -> "features/1/block/2/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features.1.block.2.1.running_var" -> "features/1/block/2/1/batch_norm/0" [dtype=float, shape="(16,)"]; +"features/1/block/2/1/batch_norm/0" -> "features/2/block/0/0/conv2d/0" [dtype=float, shape="(1, 16, 16, 16)"]; +"features.2.block.0.0.weight" -> "features/2/block/0/0/conv2d/0" [dtype=float, shape="(72, 16, 1, 1)"]; +"features/2/block/0/0/conv2d/0" -> "features/2/block/0/1/batch_norm/0" [dtype=float, shape="(1, 72, 16, 16)"]; +"features.2.block.0.1.weight" -> "features/2/block/0/1/batch_norm/0" [dtype=float, shape="(72,)"]; +"features.2.block.0.1.bias" -> "features/2/block/0/1/batch_norm/0" [dtype=float, shape="(72,)"]; +"features.2.block.0.1.running_mean" -> "features/2/block/0/1/batch_norm/0" [dtype=float, shape="(72,)"]; +"features.2.block.0.1.running_var" -> "features/2/block/0/1/batch_norm/0" [dtype=float, shape="(72,)"]; +"features/2/block/0/1/batch_norm/0" -> "features/2/block/0/2/relu_/0" [dtype=float, shape="(1, 72, 16, 16)"]; +"features/2/block/0/2/relu_/0" -> "features/2/block/1/0/conv2d/0" [dtype=float, shape="(1, 72, 16, 16)"]; +"features.2.block.1.0.weight" -> "features/2/block/1/0/conv2d/0" [dtype=float, shape="(72, 1, 3, 3)"]; +"features/2/block/1/0/conv2d/0" -> "features/2/block/1/1/batch_norm/0" [dtype=float, shape="(1, 72, 8, 8)"]; +"features.2.block.1.1.weight" -> "features/2/block/1/1/batch_norm/0" [dtype=float, shape="(72,)"]; +"features.2.block.1.1.bias" -> "features/2/block/1/1/batch_norm/0" [dtype=float, shape="(72,)"]; +"features.2.block.1.1.running_mean" -> "features/2/block/1/1/batch_norm/0" [dtype=float, shape="(72,)"]; +"features.2.block.1.1.running_var" -> "features/2/block/1/1/batch_norm/0" [dtype=float, shape="(72,)"]; +"features/2/block/1/1/batch_norm/0" -> "features/2/block/1/2/relu_/0" [dtype=float, shape="(1, 72, 8, 8)"]; +"features/2/block/1/2/relu_/0" -> "features/2/block/2/0/conv2d/0" [dtype=float, shape="(1, 72, 8, 8)"]; +"features.2.block.2.0.weight" -> "features/2/block/2/0/conv2d/0" [dtype=float, shape="(24, 72, 1, 1)"]; +"features/2/block/2/0/conv2d/0" -> "features/2/block/2/1/batch_norm/0" [dtype=float, shape="(1, 24, 8, 8)"]; +"features.2.block.2.1.weight" -> "features/2/block/2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.block.2.1.bias" -> "features/2/block/2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.block.2.1.running_mean" -> "features/2/block/2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.2.block.2.1.running_var" -> "features/2/block/2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features/2/block/2/1/batch_norm/0" -> "features/3/block/0/0/conv2d/0" [dtype=float, shape="(1, 24, 8, 8)"]; +"features/2/block/2/1/batch_norm/0" -> "features/3/add_/0" [dtype=float, shape="(1, 24, 8, 8)"]; +"features.3.block.0.0.weight" -> "features/3/block/0/0/conv2d/0" [dtype=float, shape="(88, 24, 1, 1)"]; +"features/3/block/0/0/conv2d/0" -> "features/3/block/0/1/batch_norm/0" [dtype=float, shape="(1, 88, 8, 8)"]; +"features.3.block.0.1.weight" -> "features/3/block/0/1/batch_norm/0" [dtype=float, shape="(88,)"]; +"features.3.block.0.1.bias" -> "features/3/block/0/1/batch_norm/0" [dtype=float, shape="(88,)"]; +"features.3.block.0.1.running_mean" -> "features/3/block/0/1/batch_norm/0" [dtype=float, shape="(88,)"]; +"features.3.block.0.1.running_var" -> "features/3/block/0/1/batch_norm/0" [dtype=float, shape="(88,)"]; +"features/3/block/0/1/batch_norm/0" -> "features/3/block/0/2/relu_/0" [dtype=float, shape="(1, 88, 8, 8)"]; +"features/3/block/0/2/relu_/0" -> "features/3/block/1/0/conv2d/0" [dtype=float, shape="(1, 88, 8, 8)"]; +"features.3.block.1.0.weight" -> "features/3/block/1/0/conv2d/0" [dtype=float, shape="(88, 1, 3, 3)"]; +"features/3/block/1/0/conv2d/0" -> "features/3/block/1/1/batch_norm/0" [dtype=float, shape="(1, 88, 8, 8)"]; +"features.3.block.1.1.weight" -> "features/3/block/1/1/batch_norm/0" [dtype=float, shape="(88,)"]; +"features.3.block.1.1.bias" -> "features/3/block/1/1/batch_norm/0" [dtype=float, shape="(88,)"]; +"features.3.block.1.1.running_mean" -> "features/3/block/1/1/batch_norm/0" [dtype=float, shape="(88,)"]; +"features.3.block.1.1.running_var" -> "features/3/block/1/1/batch_norm/0" [dtype=float, shape="(88,)"]; +"features/3/block/1/1/batch_norm/0" -> "features/3/block/1/2/relu_/0" [dtype=float, shape="(1, 88, 8, 8)"]; +"features/3/block/1/2/relu_/0" -> "features/3/block/2/0/conv2d/0" [dtype=float, shape="(1, 88, 8, 8)"]; +"features.3.block.2.0.weight" -> "features/3/block/2/0/conv2d/0" [dtype=float, shape="(24, 88, 1, 1)"]; +"features/3/block/2/0/conv2d/0" -> "features/3/block/2/1/batch_norm/0" [dtype=float, shape="(1, 24, 8, 8)"]; +"features.3.block.2.1.weight" -> "features/3/block/2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.3.block.2.1.bias" -> "features/3/block/2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.3.block.2.1.running_mean" -> "features/3/block/2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features.3.block.2.1.running_var" -> "features/3/block/2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"features/3/block/2/1/batch_norm/0" -> "features/3/add_/0" [dtype=float, shape="(1, 24, 8, 8)"]; +"features/3/add_/0" -> "features/4/block/0/0/conv2d/0" [dtype=float, shape="(1, 24, 8, 8)"]; +"features.4.block.0.0.weight" -> "features/4/block/0/0/conv2d/0" [dtype=float, shape="(96, 24, 1, 1)"]; +"features/4/block/0/0/conv2d/0" -> "features/4/block/0/1/batch_norm/0" [dtype=float, shape="(1, 96, 8, 8)"]; +"features.4.block.0.1.weight" -> "features/4/block/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.4.block.0.1.bias" -> "features/4/block/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.4.block.0.1.running_mean" -> "features/4/block/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.4.block.0.1.running_var" -> "features/4/block/0/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/4/block/0/1/batch_norm/0" -> "features/4/block/0/2/hardswish/0" [dtype=float, shape="(1, 96, 8, 8)"]; +"features/4/block/0/2/hardswish/0" -> "features/4/block/1/0/conv2d/0" [dtype=float, shape="(1, 96, 8, 8)"]; +"features.4.block.1.0.weight" -> "features/4/block/1/0/conv2d/0" [dtype=float, shape="(96, 1, 5, 5)"]; +"features/4/block/1/0/conv2d/0" -> "features/4/block/1/1/batch_norm/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features.4.block.1.1.weight" -> "features/4/block/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.4.block.1.1.bias" -> "features/4/block/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.4.block.1.1.running_mean" -> "features/4/block/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.4.block.1.1.running_var" -> "features/4/block/1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/4/block/1/1/batch_norm/0" -> "features/4/block/1/2/hardswish/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features/4/block/1/2/hardswish/0" -> "features/4/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features/4/block/1/2/hardswish/0" -> "features/4/block/2/mul/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features/4/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/4/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 96, 1, 1)"]; +"features.4.block.2.fc1.weight" -> "features/4/block/2/fc1/conv2d/0" [dtype=float, shape="(24, 96, 1, 1)"]; +"features.4.block.2.fc1.bias" -> "features/4/block/2/fc1/conv2d/0" [dtype=float, shape="(24,)"]; +"features/4/block/2/fc1/conv2d/0" -> "features/4/block/2/activation/relu/0" [dtype=float, shape="(1, 24, 1, 1)"]; +"features/4/block/2/activation/relu/0" -> "features/4/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 24, 1, 1)"]; +"features.4.block.2.fc2.weight" -> "features/4/block/2/fc2/conv2d/0" [dtype=float, shape="(96, 24, 1, 1)"]; +"features.4.block.2.fc2.bias" -> "features/4/block/2/fc2/conv2d/0" [dtype=float, shape="(96,)"]; +"features/4/block/2/fc2/conv2d/0" -> "features/4/block/2/scale_activation/hardsigmoid/0" [dtype=float, shape="(1, 96, 1, 1)"]; +"features/4/block/2/scale_activation/hardsigmoid/0" -> "features/4/block/2/mul/0" [dtype=float, shape="(1, 96, 1, 1)"]; +"features/4/block/2/mul/0" -> "features/4/block/3/0/conv2d/0" [dtype=float, shape="(1, 96, 4, 4)"]; +"features.4.block.3.0.weight" -> "features/4/block/3/0/conv2d/0" [dtype=float, shape="(40, 96, 1, 1)"]; +"features/4/block/3/0/conv2d/0" -> "features/4/block/3/1/batch_norm/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features.4.block.3.1.weight" -> "features/4/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.4.block.3.1.bias" -> "features/4/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.4.block.3.1.running_mean" -> "features/4/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.4.block.3.1.running_var" -> "features/4/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features/4/block/3/1/batch_norm/0" -> "features/5/block/0/0/conv2d/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features/4/block/3/1/batch_norm/0" -> "features/5/add_/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features.5.block.0.0.weight" -> "features/5/block/0/0/conv2d/0" [dtype=float, shape="(240, 40, 1, 1)"]; +"features/5/block/0/0/conv2d/0" -> "features/5/block/0/1/batch_norm/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.5.block.0.1.weight" -> "features/5/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.5.block.0.1.bias" -> "features/5/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.5.block.0.1.running_mean" -> "features/5/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.5.block.0.1.running_var" -> "features/5/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features/5/block/0/1/batch_norm/0" -> "features/5/block/0/2/hardswish/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/5/block/0/2/hardswish/0" -> "features/5/block/1/0/conv2d/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.5.block.1.0.weight" -> "features/5/block/1/0/conv2d/0" [dtype=float, shape="(240, 1, 5, 5)"]; +"features/5/block/1/0/conv2d/0" -> "features/5/block/1/1/batch_norm/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.5.block.1.1.weight" -> "features/5/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.5.block.1.1.bias" -> "features/5/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.5.block.1.1.running_mean" -> "features/5/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.5.block.1.1.running_var" -> "features/5/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features/5/block/1/1/batch_norm/0" -> "features/5/block/1/2/hardswish/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/5/block/1/2/hardswish/0" -> "features/5/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/5/block/1/2/hardswish/0" -> "features/5/block/2/mul/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/5/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/5/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features.5.block.2.fc1.weight" -> "features/5/block/2/fc1/conv2d/0" [dtype=float, shape="(64, 240, 1, 1)"]; +"features.5.block.2.fc1.bias" -> "features/5/block/2/fc1/conv2d/0" [dtype=float, shape="(64,)"]; +"features/5/block/2/fc1/conv2d/0" -> "features/5/block/2/activation/relu/0" [dtype=float, shape="(1, 64, 1, 1)"]; +"features/5/block/2/activation/relu/0" -> "features/5/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 64, 1, 1)"]; +"features.5.block.2.fc2.weight" -> "features/5/block/2/fc2/conv2d/0" [dtype=float, shape="(240, 64, 1, 1)"]; +"features.5.block.2.fc2.bias" -> "features/5/block/2/fc2/conv2d/0" [dtype=float, shape="(240,)"]; +"features/5/block/2/fc2/conv2d/0" -> "features/5/block/2/scale_activation/hardsigmoid/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features/5/block/2/scale_activation/hardsigmoid/0" -> "features/5/block/2/mul/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features/5/block/2/mul/0" -> "features/5/block/3/0/conv2d/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.5.block.3.0.weight" -> "features/5/block/3/0/conv2d/0" [dtype=float, shape="(40, 240, 1, 1)"]; +"features/5/block/3/0/conv2d/0" -> "features/5/block/3/1/batch_norm/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features.5.block.3.1.weight" -> "features/5/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.5.block.3.1.bias" -> "features/5/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.5.block.3.1.running_mean" -> "features/5/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.5.block.3.1.running_var" -> "features/5/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features/5/block/3/1/batch_norm/0" -> "features/5/add_/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features/5/add_/0" -> "features/6/block/0/0/conv2d/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features/5/add_/0" -> "features/6/add_/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features.6.block.0.0.weight" -> "features/6/block/0/0/conv2d/0" [dtype=float, shape="(240, 40, 1, 1)"]; +"features/6/block/0/0/conv2d/0" -> "features/6/block/0/1/batch_norm/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.6.block.0.1.weight" -> "features/6/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.6.block.0.1.bias" -> "features/6/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.6.block.0.1.running_mean" -> "features/6/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.6.block.0.1.running_var" -> "features/6/block/0/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features/6/block/0/1/batch_norm/0" -> "features/6/block/0/2/hardswish/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/6/block/0/2/hardswish/0" -> "features/6/block/1/0/conv2d/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.6.block.1.0.weight" -> "features/6/block/1/0/conv2d/0" [dtype=float, shape="(240, 1, 5, 5)"]; +"features/6/block/1/0/conv2d/0" -> "features/6/block/1/1/batch_norm/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.6.block.1.1.weight" -> "features/6/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.6.block.1.1.bias" -> "features/6/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.6.block.1.1.running_mean" -> "features/6/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features.6.block.1.1.running_var" -> "features/6/block/1/1/batch_norm/0" [dtype=float, shape="(240,)"]; +"features/6/block/1/1/batch_norm/0" -> "features/6/block/1/2/hardswish/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/6/block/1/2/hardswish/0" -> "features/6/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/6/block/1/2/hardswish/0" -> "features/6/block/2/mul/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features/6/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/6/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features.6.block.2.fc1.weight" -> "features/6/block/2/fc1/conv2d/0" [dtype=float, shape="(64, 240, 1, 1)"]; +"features.6.block.2.fc1.bias" -> "features/6/block/2/fc1/conv2d/0" [dtype=float, shape="(64,)"]; +"features/6/block/2/fc1/conv2d/0" -> "features/6/block/2/activation/relu/0" [dtype=float, shape="(1, 64, 1, 1)"]; +"features/6/block/2/activation/relu/0" -> "features/6/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 64, 1, 1)"]; +"features.6.block.2.fc2.weight" -> "features/6/block/2/fc2/conv2d/0" [dtype=float, shape="(240, 64, 1, 1)"]; +"features.6.block.2.fc2.bias" -> "features/6/block/2/fc2/conv2d/0" [dtype=float, shape="(240,)"]; +"features/6/block/2/fc2/conv2d/0" -> "features/6/block/2/scale_activation/hardsigmoid/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features/6/block/2/scale_activation/hardsigmoid/0" -> "features/6/block/2/mul/0" [dtype=float, shape="(1, 240, 1, 1)"]; +"features/6/block/2/mul/0" -> "features/6/block/3/0/conv2d/0" [dtype=float, shape="(1, 240, 4, 4)"]; +"features.6.block.3.0.weight" -> "features/6/block/3/0/conv2d/0" [dtype=float, shape="(40, 240, 1, 1)"]; +"features/6/block/3/0/conv2d/0" -> "features/6/block/3/1/batch_norm/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features.6.block.3.1.weight" -> "features/6/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.6.block.3.1.bias" -> "features/6/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.6.block.3.1.running_mean" -> "features/6/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features.6.block.3.1.running_var" -> "features/6/block/3/1/batch_norm/0" [dtype=float, shape="(40,)"]; +"features/6/block/3/1/batch_norm/0" -> "features/6/add_/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features/6/add_/0" -> "features/7/block/0/0/conv2d/0" [dtype=float, shape="(1, 40, 4, 4)"]; +"features.7.block.0.0.weight" -> "features/7/block/0/0/conv2d/0" [dtype=float, shape="(120, 40, 1, 1)"]; +"features/7/block/0/0/conv2d/0" -> "features/7/block/0/1/batch_norm/0" [dtype=float, shape="(1, 120, 4, 4)"]; +"features.7.block.0.1.weight" -> "features/7/block/0/1/batch_norm/0" [dtype=float, shape="(120,)"]; +"features.7.block.0.1.bias" -> "features/7/block/0/1/batch_norm/0" [dtype=float, shape="(120,)"]; +"features.7.block.0.1.running_mean" -> "features/7/block/0/1/batch_norm/0" [dtype=float, shape="(120,)"]; +"features.7.block.0.1.running_var" -> "features/7/block/0/1/batch_norm/0" [dtype=float, shape="(120,)"]; +"features/7/block/0/1/batch_norm/0" -> "features/7/block/0/2/hardswish/0" [dtype=float, shape="(1, 120, 4, 4)"]; +"features/7/block/0/2/hardswish/0" -> "features/7/block/1/0/conv2d/0" [dtype=float, shape="(1, 120, 4, 4)"]; +"features.7.block.1.0.weight" -> "features/7/block/1/0/conv2d/0" [dtype=float, shape="(120, 1, 5, 5)"]; +"features/7/block/1/0/conv2d/0" -> "features/7/block/1/1/batch_norm/0" [dtype=float, shape="(1, 120, 4, 4)"]; +"features.7.block.1.1.weight" -> "features/7/block/1/1/batch_norm/0" [dtype=float, shape="(120,)"]; +"features.7.block.1.1.bias" -> "features/7/block/1/1/batch_norm/0" [dtype=float, shape="(120,)"]; +"features.7.block.1.1.running_mean" -> "features/7/block/1/1/batch_norm/0" [dtype=float, shape="(120,)"]; +"features.7.block.1.1.running_var" -> "features/7/block/1/1/batch_norm/0" [dtype=float, shape="(120,)"]; +"features/7/block/1/1/batch_norm/0" -> "features/7/block/1/2/hardswish/0" [dtype=float, shape="(1, 120, 4, 4)"]; +"features/7/block/1/2/hardswish/0" -> "features/7/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 120, 4, 4)"]; +"features/7/block/1/2/hardswish/0" -> "features/7/block/2/mul/0" [dtype=float, shape="(1, 120, 4, 4)"]; +"features/7/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/7/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 120, 1, 1)"]; +"features.7.block.2.fc1.weight" -> "features/7/block/2/fc1/conv2d/0" [dtype=float, shape="(32, 120, 1, 1)"]; +"features.7.block.2.fc1.bias" -> "features/7/block/2/fc1/conv2d/0" [dtype=float, shape="(32,)"]; +"features/7/block/2/fc1/conv2d/0" -> "features/7/block/2/activation/relu/0" [dtype=float, shape="(1, 32, 1, 1)"]; +"features/7/block/2/activation/relu/0" -> "features/7/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 32, 1, 1)"]; +"features.7.block.2.fc2.weight" -> "features/7/block/2/fc2/conv2d/0" [dtype=float, shape="(120, 32, 1, 1)"]; +"features.7.block.2.fc2.bias" -> "features/7/block/2/fc2/conv2d/0" [dtype=float, shape="(120,)"]; +"features/7/block/2/fc2/conv2d/0" -> "features/7/block/2/scale_activation/hardsigmoid/0" [dtype=float, shape="(1, 120, 1, 1)"]; +"features/7/block/2/scale_activation/hardsigmoid/0" -> "features/7/block/2/mul/0" [dtype=float, shape="(1, 120, 1, 1)"]; +"features/7/block/2/mul/0" -> "features/7/block/3/0/conv2d/0" [dtype=float, shape="(1, 120, 4, 4)"]; +"features.7.block.3.0.weight" -> "features/7/block/3/0/conv2d/0" [dtype=float, shape="(48, 120, 1, 1)"]; +"features/7/block/3/0/conv2d/0" -> "features/7/block/3/1/batch_norm/0" [dtype=float, shape="(1, 48, 4, 4)"]; +"features.7.block.3.1.weight" -> "features/7/block/3/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"features.7.block.3.1.bias" -> "features/7/block/3/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"features.7.block.3.1.running_mean" -> "features/7/block/3/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"features.7.block.3.1.running_var" -> "features/7/block/3/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"features/7/block/3/1/batch_norm/0" -> "features/8/block/0/0/conv2d/0" [dtype=float, shape="(1, 48, 4, 4)"]; +"features/7/block/3/1/batch_norm/0" -> "features/8/add_/0" [dtype=float, shape="(1, 48, 4, 4)"]; +"features.8.block.0.0.weight" -> "features/8/block/0/0/conv2d/0" [dtype=float, shape="(144, 48, 1, 1)"]; +"features/8/block/0/0/conv2d/0" -> "features/8/block/0/1/batch_norm/0" [dtype=float, shape="(1, 144, 4, 4)"]; +"features.8.block.0.1.weight" -> "features/8/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.8.block.0.1.bias" -> "features/8/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.8.block.0.1.running_mean" -> "features/8/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.8.block.0.1.running_var" -> "features/8/block/0/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/8/block/0/1/batch_norm/0" -> "features/8/block/0/2/hardswish/0" [dtype=float, shape="(1, 144, 4, 4)"]; +"features/8/block/0/2/hardswish/0" -> "features/8/block/1/0/conv2d/0" [dtype=float, shape="(1, 144, 4, 4)"]; +"features.8.block.1.0.weight" -> "features/8/block/1/0/conv2d/0" [dtype=float, shape="(144, 1, 5, 5)"]; +"features/8/block/1/0/conv2d/0" -> "features/8/block/1/1/batch_norm/0" [dtype=float, shape="(1, 144, 4, 4)"]; +"features.8.block.1.1.weight" -> "features/8/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.8.block.1.1.bias" -> "features/8/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.8.block.1.1.running_mean" -> "features/8/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features.8.block.1.1.running_var" -> "features/8/block/1/1/batch_norm/0" [dtype=float, shape="(144,)"]; +"features/8/block/1/1/batch_norm/0" -> "features/8/block/1/2/hardswish/0" [dtype=float, shape="(1, 144, 4, 4)"]; +"features/8/block/1/2/hardswish/0" -> "features/8/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 144, 4, 4)"]; +"features/8/block/1/2/hardswish/0" -> "features/8/block/2/mul/0" [dtype=float, shape="(1, 144, 4, 4)"]; +"features/8/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/8/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features.8.block.2.fc1.weight" -> "features/8/block/2/fc1/conv2d/0" [dtype=float, shape="(40, 144, 1, 1)"]; +"features.8.block.2.fc1.bias" -> "features/8/block/2/fc1/conv2d/0" [dtype=float, shape="(40,)"]; +"features/8/block/2/fc1/conv2d/0" -> "features/8/block/2/activation/relu/0" [dtype=float, shape="(1, 40, 1, 1)"]; +"features/8/block/2/activation/relu/0" -> "features/8/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 40, 1, 1)"]; +"features.8.block.2.fc2.weight" -> "features/8/block/2/fc2/conv2d/0" [dtype=float, shape="(144, 40, 1, 1)"]; +"features.8.block.2.fc2.bias" -> "features/8/block/2/fc2/conv2d/0" [dtype=float, shape="(144,)"]; +"features/8/block/2/fc2/conv2d/0" -> "features/8/block/2/scale_activation/hardsigmoid/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features/8/block/2/scale_activation/hardsigmoid/0" -> "features/8/block/2/mul/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features/8/block/2/mul/0" -> "features/8/block/3/0/conv2d/0" [dtype=float, shape="(1, 144, 4, 4)"]; +"features.8.block.3.0.weight" -> "features/8/block/3/0/conv2d/0" [dtype=float, shape="(48, 144, 1, 1)"]; +"features/8/block/3/0/conv2d/0" -> "features/8/block/3/1/batch_norm/0" [dtype=float, shape="(1, 48, 4, 4)"]; +"features.8.block.3.1.weight" -> "features/8/block/3/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"features.8.block.3.1.bias" -> "features/8/block/3/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"features.8.block.3.1.running_mean" -> "features/8/block/3/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"features.8.block.3.1.running_var" -> "features/8/block/3/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"features/8/block/3/1/batch_norm/0" -> "features/8/add_/0" [dtype=float, shape="(1, 48, 4, 4)"]; +"features/8/add_/0" -> "features/9/block/0/0/conv2d/0" [dtype=float, shape="(1, 48, 4, 4)"]; +"features.9.block.0.0.weight" -> "features/9/block/0/0/conv2d/0" [dtype=float, shape="(288, 48, 1, 1)"]; +"features/9/block/0/0/conv2d/0" -> "features/9/block/0/1/batch_norm/0" [dtype=float, shape="(1, 288, 4, 4)"]; +"features.9.block.0.1.weight" -> "features/9/block/0/1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.9.block.0.1.bias" -> "features/9/block/0/1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.9.block.0.1.running_mean" -> "features/9/block/0/1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.9.block.0.1.running_var" -> "features/9/block/0/1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features/9/block/0/1/batch_norm/0" -> "features/9/block/0/2/hardswish/0" [dtype=float, shape="(1, 288, 4, 4)"]; +"features/9/block/0/2/hardswish/0" -> "features/9/block/1/0/conv2d/0" [dtype=float, shape="(1, 288, 4, 4)"]; +"features.9.block.1.0.weight" -> "features/9/block/1/0/conv2d/0" [dtype=float, shape="(288, 1, 5, 5)"]; +"features/9/block/1/0/conv2d/0" -> "features/9/block/1/1/batch_norm/0" [dtype=float, shape="(1, 288, 2, 2)"]; +"features.9.block.1.1.weight" -> "features/9/block/1/1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.9.block.1.1.bias" -> "features/9/block/1/1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.9.block.1.1.running_mean" -> "features/9/block/1/1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features.9.block.1.1.running_var" -> "features/9/block/1/1/batch_norm/0" [dtype=float, shape="(288,)"]; +"features/9/block/1/1/batch_norm/0" -> "features/9/block/1/2/hardswish/0" [dtype=float, shape="(1, 288, 2, 2)"]; +"features/9/block/1/2/hardswish/0" -> "features/9/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 288, 2, 2)"]; +"features/9/block/1/2/hardswish/0" -> "features/9/block/2/mul/0" [dtype=float, shape="(1, 288, 2, 2)"]; +"features/9/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/9/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 288, 1, 1)"]; +"features.9.block.2.fc1.weight" -> "features/9/block/2/fc1/conv2d/0" [dtype=float, shape="(72, 288, 1, 1)"]; +"features.9.block.2.fc1.bias" -> "features/9/block/2/fc1/conv2d/0" [dtype=float, shape="(72,)"]; +"features/9/block/2/fc1/conv2d/0" -> "features/9/block/2/activation/relu/0" [dtype=float, shape="(1, 72, 1, 1)"]; +"features/9/block/2/activation/relu/0" -> "features/9/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 72, 1, 1)"]; +"features.9.block.2.fc2.weight" -> "features/9/block/2/fc2/conv2d/0" [dtype=float, shape="(288, 72, 1, 1)"]; +"features.9.block.2.fc2.bias" -> "features/9/block/2/fc2/conv2d/0" [dtype=float, shape="(288,)"]; +"features/9/block/2/fc2/conv2d/0" -> "features/9/block/2/scale_activation/hardsigmoid/0" [dtype=float, shape="(1, 288, 1, 1)"]; +"features/9/block/2/scale_activation/hardsigmoid/0" -> "features/9/block/2/mul/0" [dtype=float, shape="(1, 288, 1, 1)"]; +"features/9/block/2/mul/0" -> "features/9/block/3/0/conv2d/0" [dtype=float, shape="(1, 288, 2, 2)"]; +"features.9.block.3.0.weight" -> "features/9/block/3/0/conv2d/0" [dtype=float, shape="(96, 288, 1, 1)"]; +"features/9/block/3/0/conv2d/0" -> "features/9/block/3/1/batch_norm/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features.9.block.3.1.weight" -> "features/9/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.9.block.3.1.bias" -> "features/9/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.9.block.3.1.running_mean" -> "features/9/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.9.block.3.1.running_var" -> "features/9/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/9/block/3/1/batch_norm/0" -> "features/10/block/0/0/conv2d/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features/9/block/3/1/batch_norm/0" -> "features/10/add_/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features.10.block.0.0.weight" -> "features/10/block/0/0/conv2d/0" [dtype=float, shape="(576, 96, 1, 1)"]; +"features/10/block/0/0/conv2d/0" -> "features/10/block/0/1/batch_norm/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.10.block.0.1.weight" -> "features/10/block/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.10.block.0.1.bias" -> "features/10/block/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.10.block.0.1.running_mean" -> "features/10/block/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.10.block.0.1.running_var" -> "features/10/block/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/10/block/0/1/batch_norm/0" -> "features/10/block/0/2/hardswish/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/10/block/0/2/hardswish/0" -> "features/10/block/1/0/conv2d/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.10.block.1.0.weight" -> "features/10/block/1/0/conv2d/0" [dtype=float, shape="(576, 1, 5, 5)"]; +"features/10/block/1/0/conv2d/0" -> "features/10/block/1/1/batch_norm/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.10.block.1.1.weight" -> "features/10/block/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.10.block.1.1.bias" -> "features/10/block/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.10.block.1.1.running_mean" -> "features/10/block/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.10.block.1.1.running_var" -> "features/10/block/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/10/block/1/1/batch_norm/0" -> "features/10/block/1/2/hardswish/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/10/block/1/2/hardswish/0" -> "features/10/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/10/block/1/2/hardswish/0" -> "features/10/block/2/mul/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/10/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/10/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 576, 1, 1)"]; +"features.10.block.2.fc1.weight" -> "features/10/block/2/fc1/conv2d/0" [dtype=float, shape="(144, 576, 1, 1)"]; +"features.10.block.2.fc1.bias" -> "features/10/block/2/fc1/conv2d/0" [dtype=float, shape="(144,)"]; +"features/10/block/2/fc1/conv2d/0" -> "features/10/block/2/activation/relu/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features/10/block/2/activation/relu/0" -> "features/10/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features.10.block.2.fc2.weight" -> "features/10/block/2/fc2/conv2d/0" [dtype=float, shape="(576, 144, 1, 1)"]; +"features.10.block.2.fc2.bias" -> "features/10/block/2/fc2/conv2d/0" [dtype=float, shape="(576,)"]; +"features/10/block/2/fc2/conv2d/0" -> "features/10/block/2/scale_activation/hardsigmoid/0" [dtype=float, shape="(1, 576, 1, 1)"]; +"features/10/block/2/scale_activation/hardsigmoid/0" -> "features/10/block/2/mul/0" [dtype=float, shape="(1, 576, 1, 1)"]; +"features/10/block/2/mul/0" -> "features/10/block/3/0/conv2d/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.10.block.3.0.weight" -> "features/10/block/3/0/conv2d/0" [dtype=float, shape="(96, 576, 1, 1)"]; +"features/10/block/3/0/conv2d/0" -> "features/10/block/3/1/batch_norm/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features.10.block.3.1.weight" -> "features/10/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.10.block.3.1.bias" -> "features/10/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.10.block.3.1.running_mean" -> "features/10/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.10.block.3.1.running_var" -> "features/10/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/10/block/3/1/batch_norm/0" -> "features/10/add_/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features/10/add_/0" -> "features/11/block/0/0/conv2d/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features/10/add_/0" -> "features/11/add_/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features.11.block.0.0.weight" -> "features/11/block/0/0/conv2d/0" [dtype=float, shape="(576, 96, 1, 1)"]; +"features/11/block/0/0/conv2d/0" -> "features/11/block/0/1/batch_norm/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.11.block.0.1.weight" -> "features/11/block/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.11.block.0.1.bias" -> "features/11/block/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.11.block.0.1.running_mean" -> "features/11/block/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.11.block.0.1.running_var" -> "features/11/block/0/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/11/block/0/1/batch_norm/0" -> "features/11/block/0/2/hardswish/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/11/block/0/2/hardswish/0" -> "features/11/block/1/0/conv2d/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.11.block.1.0.weight" -> "features/11/block/1/0/conv2d/0" [dtype=float, shape="(576, 1, 5, 5)"]; +"features/11/block/1/0/conv2d/0" -> "features/11/block/1/1/batch_norm/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.11.block.1.1.weight" -> "features/11/block/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.11.block.1.1.bias" -> "features/11/block/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.11.block.1.1.running_mean" -> "features/11/block/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.11.block.1.1.running_var" -> "features/11/block/1/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/11/block/1/1/batch_norm/0" -> "features/11/block/1/2/hardswish/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/11/block/1/2/hardswish/0" -> "features/11/block/2/avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/11/block/1/2/hardswish/0" -> "features/11/block/2/mul/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/11/block/2/avgpool/adaptive_avg_pool2d/0" -> "features/11/block/2/fc1/conv2d/0" [dtype=float, shape="(1, 576, 1, 1)"]; +"features.11.block.2.fc1.weight" -> "features/11/block/2/fc1/conv2d/0" [dtype=float, shape="(144, 576, 1, 1)"]; +"features.11.block.2.fc1.bias" -> "features/11/block/2/fc1/conv2d/0" [dtype=float, shape="(144,)"]; +"features/11/block/2/fc1/conv2d/0" -> "features/11/block/2/activation/relu/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features/11/block/2/activation/relu/0" -> "features/11/block/2/fc2/conv2d/0" [dtype=float, shape="(1, 144, 1, 1)"]; +"features.11.block.2.fc2.weight" -> "features/11/block/2/fc2/conv2d/0" [dtype=float, shape="(576, 144, 1, 1)"]; +"features.11.block.2.fc2.bias" -> "features/11/block/2/fc2/conv2d/0" [dtype=float, shape="(576,)"]; +"features/11/block/2/fc2/conv2d/0" -> "features/11/block/2/scale_activation/hardsigmoid/0" [dtype=float, shape="(1, 576, 1, 1)"]; +"features/11/block/2/scale_activation/hardsigmoid/0" -> "features/11/block/2/mul/0" [dtype=float, shape="(1, 576, 1, 1)"]; +"features/11/block/2/mul/0" -> "features/11/block/3/0/conv2d/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.11.block.3.0.weight" -> "features/11/block/3/0/conv2d/0" [dtype=float, shape="(96, 576, 1, 1)"]; +"features/11/block/3/0/conv2d/0" -> "features/11/block/3/1/batch_norm/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features.11.block.3.1.weight" -> "features/11/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.11.block.3.1.bias" -> "features/11/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.11.block.3.1.running_mean" -> "features/11/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features.11.block.3.1.running_var" -> "features/11/block/3/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"features/11/block/3/1/batch_norm/0" -> "features/11/add_/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features/11/add_/0" -> "features/12/0/conv2d/0" [dtype=float, shape="(1, 96, 2, 2)"]; +"features.12.0.weight" -> "features/12/0/conv2d/0" [dtype=float, shape="(576, 96, 1, 1)"]; +"features/12/0/conv2d/0" -> "features/12/1/batch_norm/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features.12.1.weight" -> "features/12/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.12.1.bias" -> "features/12/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.12.1.running_mean" -> "features/12/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features.12.1.running_var" -> "features/12/1/batch_norm/0" [dtype=float, shape="(576,)"]; +"features/12/1/batch_norm/0" -> "features/12/2/hardswish/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"features/12/2/hardswish/0" -> "avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 576, 2, 2)"]; +"avgpool/adaptive_avg_pool2d/0" -> "/flatten/0" [dtype=float, shape="(1, 576, 1, 1)"]; +"/flatten/0" -> "classifier/0/linear/0" [dtype=float, shape="(1, 576)"]; +"classifier.0.weight" -> "classifier/0/linear/0" [dtype=float, shape="(1024, 576)"]; +"classifier.0.bias" -> "classifier/0/linear/0" [dtype=float, shape="(1024,)"]; +"classifier/0/linear/0" -> "classifier/1/hardswish/0" [dtype=float, shape="(1, 1024)"]; +"classifier/1/hardswish/0" -> "classifier/2/dropout/0" [dtype=float, shape="(1, 1024)"]; +"classifier/2/dropout/0" -> "classifier/3/linear/0" [dtype=float, shape="(1, 1024)"]; +"classifier.3.weight" -> "classifier/3/linear/0" [dtype=float, shape="(1000, 1024)"]; +"classifier.3.bias" -> "classifier/3/linear/0" [dtype=float, shape="(1000,)"]; +"classifier/3/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_resnet18.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_resnet18.dot index f2890b877b4..3d982d0d394 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_resnet18.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_resnet18.dot @@ -1,355 +1,355 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 conv1.weight" [id=1, type=nncf_model_const]; -"2 conv1/conv2d/0" [id=2, type=conv2d]; -"3 bn1.weight" [id=3, type=nncf_model_const]; -"4 bn1.bias" [id=4, type=nncf_model_const]; -"5 bn1.running_mean" [id=5, type=nncf_model_const]; -"6 bn1.running_var" [id=6, type=nncf_model_const]; -"7 bn1/batch_norm/0" [id=7, type=batch_norm]; -"8 relu/relu_/0" [id=8, type=relu_]; -"9 maxpool/max_pool2d/0" [id=9, type=max_pool2d]; -"10 layer1.0.conv1.weight" [id=10, type=nncf_model_const]; -"11 layer1/0/conv1/conv2d/0" [id=11, type=conv2d]; -"12 layer1.0.bn1.weight" [id=12, type=nncf_model_const]; -"13 layer1.0.bn1.bias" [id=13, type=nncf_model_const]; -"14 layer1.0.bn1.running_mean" [id=14, type=nncf_model_const]; -"15 layer1.0.bn1.running_var" [id=15, type=nncf_model_const]; -"16 layer1/0/bn1/batch_norm/0" [id=16, type=batch_norm]; -"17 layer1/0/relu/relu_/0" [id=17, type=relu_]; -"18 layer1.0.conv2.weight" [id=18, type=nncf_model_const]; -"19 layer1/0/conv2/conv2d/0" [id=19, type=conv2d]; -"20 layer1.0.bn2.weight" [id=20, type=nncf_model_const]; -"21 layer1.0.bn2.bias" [id=21, type=nncf_model_const]; -"22 layer1.0.bn2.running_mean" [id=22, type=nncf_model_const]; -"23 layer1.0.bn2.running_var" [id=23, type=nncf_model_const]; -"24 layer1/0/bn2/batch_norm/0" [id=24, type=batch_norm]; -"25 layer1/0/add_/0" [id=25, type=add_]; -"26 layer1/0/relu/relu_/1" [id=26, type=relu_]; -"27 layer1.1.conv1.weight" [id=27, type=nncf_model_const]; -"28 layer1/1/conv1/conv2d/0" [id=28, type=conv2d]; -"29 layer1.1.bn1.weight" [id=29, type=nncf_model_const]; -"30 layer1.1.bn1.bias" [id=30, type=nncf_model_const]; -"31 layer1.1.bn1.running_mean" [id=31, type=nncf_model_const]; -"32 layer1.1.bn1.running_var" [id=32, type=nncf_model_const]; -"33 layer1/1/bn1/batch_norm/0" [id=33, type=batch_norm]; -"34 layer1/1/relu/relu_/0" [id=34, type=relu_]; -"35 layer1.1.conv2.weight" [id=35, type=nncf_model_const]; -"36 layer1/1/conv2/conv2d/0" [id=36, type=conv2d]; -"37 layer1.1.bn2.weight" [id=37, type=nncf_model_const]; -"38 layer1.1.bn2.bias" [id=38, type=nncf_model_const]; -"39 layer1.1.bn2.running_mean" [id=39, type=nncf_model_const]; -"40 layer1.1.bn2.running_var" [id=40, type=nncf_model_const]; -"41 layer1/1/bn2/batch_norm/0" [id=41, type=batch_norm]; -"42 layer1/1/add_/0" [id=42, type=add_]; -"43 layer1/1/relu/relu_/1" [id=43, type=relu_]; -"44 layer2.0.conv1.weight" [id=44, type=nncf_model_const]; -"45 layer2/0/conv1/conv2d/0" [id=45, type=conv2d]; -"46 layer2.0.bn1.weight" [id=46, type=nncf_model_const]; -"47 layer2.0.bn1.bias" [id=47, type=nncf_model_const]; -"48 layer2.0.bn1.running_mean" [id=48, type=nncf_model_const]; -"49 layer2.0.bn1.running_var" [id=49, type=nncf_model_const]; -"50 layer2/0/bn1/batch_norm/0" [id=50, type=batch_norm]; -"51 layer2/0/relu/relu_/0" [id=51, type=relu_]; -"52 layer2.0.conv2.weight" [id=52, type=nncf_model_const]; -"53 layer2/0/conv2/conv2d/0" [id=53, type=conv2d]; -"54 layer2.0.bn2.weight" [id=54, type=nncf_model_const]; -"55 layer2.0.bn2.bias" [id=55, type=nncf_model_const]; -"56 layer2.0.bn2.running_mean" [id=56, type=nncf_model_const]; -"57 layer2.0.bn2.running_var" [id=57, type=nncf_model_const]; -"58 layer2/0/bn2/batch_norm/0" [id=58, type=batch_norm]; -"59 layer2.0.downsample.0.weight" [id=59, type=nncf_model_const]; -"60 layer2/0/downsample/0/conv2d/0" [id=60, type=conv2d]; -"61 layer2.0.downsample.1.weight" [id=61, type=nncf_model_const]; -"62 layer2.0.downsample.1.bias" [id=62, type=nncf_model_const]; -"63 layer2.0.downsample.1.running_mean" [id=63, type=nncf_model_const]; -"64 layer2.0.downsample.1.running_var" [id=64, type=nncf_model_const]; -"65 layer2/0/downsample/1/batch_norm/0" [id=65, type=batch_norm]; -"66 layer2/0/add_/0" [id=66, type=add_]; -"67 layer2/0/relu/relu_/1" [id=67, type=relu_]; -"68 layer2.1.conv1.weight" [id=68, type=nncf_model_const]; -"69 layer2/1/conv1/conv2d/0" [id=69, type=conv2d]; -"70 layer2.1.bn1.weight" [id=70, type=nncf_model_const]; -"71 layer2.1.bn1.bias" [id=71, type=nncf_model_const]; -"72 layer2.1.bn1.running_mean" [id=72, type=nncf_model_const]; -"73 layer2.1.bn1.running_var" [id=73, type=nncf_model_const]; -"74 layer2/1/bn1/batch_norm/0" [id=74, type=batch_norm]; -"75 layer2/1/relu/relu_/0" [id=75, type=relu_]; -"76 layer2.1.conv2.weight" [id=76, type=nncf_model_const]; -"77 layer2/1/conv2/conv2d/0" [id=77, type=conv2d]; -"78 layer2.1.bn2.weight" [id=78, type=nncf_model_const]; -"79 layer2.1.bn2.bias" [id=79, type=nncf_model_const]; -"80 layer2.1.bn2.running_mean" [id=80, type=nncf_model_const]; -"81 layer2.1.bn2.running_var" [id=81, type=nncf_model_const]; -"82 layer2/1/bn2/batch_norm/0" [id=82, type=batch_norm]; -"83 layer2/1/add_/0" [id=83, type=add_]; -"84 layer2/1/relu/relu_/1" [id=84, type=relu_]; -"85 layer3.0.conv1.weight" [id=85, type=nncf_model_const]; -"86 layer3/0/conv1/conv2d/0" [id=86, type=conv2d]; -"87 layer3.0.bn1.weight" [id=87, type=nncf_model_const]; -"88 layer3.0.bn1.bias" [id=88, type=nncf_model_const]; -"89 layer3.0.bn1.running_mean" [id=89, type=nncf_model_const]; -"90 layer3.0.bn1.running_var" [id=90, type=nncf_model_const]; -"91 layer3/0/bn1/batch_norm/0" [id=91, type=batch_norm]; -"92 layer3/0/relu/relu_/0" [id=92, type=relu_]; -"93 layer3.0.conv2.weight" [id=93, type=nncf_model_const]; -"94 layer3/0/conv2/conv2d/0" [id=94, type=conv2d]; -"95 layer3.0.bn2.weight" [id=95, type=nncf_model_const]; -"96 layer3.0.bn2.bias" [id=96, type=nncf_model_const]; -"97 layer3.0.bn2.running_mean" [id=97, type=nncf_model_const]; -"98 layer3.0.bn2.running_var" [id=98, type=nncf_model_const]; -"99 layer3/0/bn2/batch_norm/0" [id=99, type=batch_norm]; -"100 layer3.0.downsample.0.weight" [id=100, type=nncf_model_const]; -"101 layer3/0/downsample/0/conv2d/0" [id=101, type=conv2d]; -"102 layer3.0.downsample.1.weight" [id=102, type=nncf_model_const]; -"103 layer3.0.downsample.1.bias" [id=103, type=nncf_model_const]; -"104 layer3.0.downsample.1.running_mean" [id=104, type=nncf_model_const]; -"105 layer3.0.downsample.1.running_var" [id=105, type=nncf_model_const]; -"106 layer3/0/downsample/1/batch_norm/0" [id=106, type=batch_norm]; -"107 layer3/0/add_/0" [id=107, type=add_]; -"108 layer3/0/relu/relu_/1" [id=108, type=relu_]; -"109 layer3.1.conv1.weight" [id=109, type=nncf_model_const]; -"110 layer3/1/conv1/conv2d/0" [id=110, type=conv2d]; -"111 layer3.1.bn1.weight" [id=111, type=nncf_model_const]; -"112 layer3.1.bn1.bias" [id=112, type=nncf_model_const]; -"113 layer3.1.bn1.running_mean" [id=113, type=nncf_model_const]; -"114 layer3.1.bn1.running_var" [id=114, type=nncf_model_const]; -"115 layer3/1/bn1/batch_norm/0" [id=115, type=batch_norm]; -"116 layer3/1/relu/relu_/0" [id=116, type=relu_]; -"117 layer3.1.conv2.weight" [id=117, type=nncf_model_const]; -"118 layer3/1/conv2/conv2d/0" [id=118, type=conv2d]; -"119 layer3.1.bn2.weight" [id=119, type=nncf_model_const]; -"120 layer3.1.bn2.bias" [id=120, type=nncf_model_const]; -"121 layer3.1.bn2.running_mean" [id=121, type=nncf_model_const]; -"122 layer3.1.bn2.running_var" [id=122, type=nncf_model_const]; -"123 layer3/1/bn2/batch_norm/0" [id=123, type=batch_norm]; -"124 layer3/1/add_/0" [id=124, type=add_]; -"125 layer3/1/relu/relu_/1" [id=125, type=relu_]; -"126 layer4.0.conv1.weight" [id=126, type=nncf_model_const]; -"127 layer4/0/conv1/conv2d/0" [id=127, type=conv2d]; -"128 layer4.0.bn1.weight" [id=128, type=nncf_model_const]; -"129 layer4.0.bn1.bias" [id=129, type=nncf_model_const]; -"130 layer4.0.bn1.running_mean" [id=130, type=nncf_model_const]; -"131 layer4.0.bn1.running_var" [id=131, type=nncf_model_const]; -"132 layer4/0/bn1/batch_norm/0" [id=132, type=batch_norm]; -"133 layer4/0/relu/relu_/0" [id=133, type=relu_]; -"134 layer4.0.conv2.weight" [id=134, type=nncf_model_const]; -"135 layer4/0/conv2/conv2d/0" [id=135, type=conv2d]; -"136 layer4.0.bn2.weight" [id=136, type=nncf_model_const]; -"137 layer4.0.bn2.bias" [id=137, type=nncf_model_const]; -"138 layer4.0.bn2.running_mean" [id=138, type=nncf_model_const]; -"139 layer4.0.bn2.running_var" [id=139, type=nncf_model_const]; -"140 layer4/0/bn2/batch_norm/0" [id=140, type=batch_norm]; -"141 layer4.0.downsample.0.weight" [id=141, type=nncf_model_const]; -"142 layer4/0/downsample/0/conv2d/0" [id=142, type=conv2d]; -"143 layer4.0.downsample.1.weight" [id=143, type=nncf_model_const]; -"144 layer4.0.downsample.1.bias" [id=144, type=nncf_model_const]; -"145 layer4.0.downsample.1.running_mean" [id=145, type=nncf_model_const]; -"146 layer4.0.downsample.1.running_var" [id=146, type=nncf_model_const]; -"147 layer4/0/downsample/1/batch_norm/0" [id=147, type=batch_norm]; -"148 layer4/0/add_/0" [id=148, type=add_]; -"149 layer4/0/relu/relu_/1" [id=149, type=relu_]; -"150 layer4.1.conv1.weight" [id=150, type=nncf_model_const]; -"151 layer4/1/conv1/conv2d/0" [id=151, type=conv2d]; -"152 layer4.1.bn1.weight" [id=152, type=nncf_model_const]; -"153 layer4.1.bn1.bias" [id=153, type=nncf_model_const]; -"154 layer4.1.bn1.running_mean" [id=154, type=nncf_model_const]; -"155 layer4.1.bn1.running_var" [id=155, type=nncf_model_const]; -"156 layer4/1/bn1/batch_norm/0" [id=156, type=batch_norm]; -"157 layer4/1/relu/relu_/0" [id=157, type=relu_]; -"158 layer4.1.conv2.weight" [id=158, type=nncf_model_const]; -"159 layer4/1/conv2/conv2d/0" [id=159, type=conv2d]; -"160 layer4.1.bn2.weight" [id=160, type=nncf_model_const]; -"161 layer4.1.bn2.bias" [id=161, type=nncf_model_const]; -"162 layer4.1.bn2.running_mean" [id=162, type=nncf_model_const]; -"163 layer4.1.bn2.running_var" [id=163, type=nncf_model_const]; -"164 layer4/1/bn2/batch_norm/0" [id=164, type=batch_norm]; -"165 layer4/1/add_/0" [id=165, type=add_]; -"166 layer4/1/relu/relu_/1" [id=166, type=relu_]; -"167 avgpool/adaptive_avg_pool2d/0" [id=167, type=adaptive_avg_pool2d]; -"168 /flatten/0" [id=168, type=flatten]; -"169 fc.weight" [id=169, type=nncf_model_const]; -"170 fc.bias" [id=170, type=nncf_model_const]; -"171 fc/linear/0" [id=171, type=linear]; -"172 output" [id=172, type=nncf_model_output]; -"0 x" -> "2 conv1/conv2d/0" [label="(1, 3, 64, 64)", style=solid]; -"1 conv1.weight" -> "2 conv1/conv2d/0" [label="(64, 3, 7, 7)", style=solid]; -"2 conv1/conv2d/0" -> "7 bn1/batch_norm/0" [label="(1, 64, 32, 32)", style=solid]; -"3 bn1.weight" -> "7 bn1/batch_norm/0" [label="(64,)", style=solid]; -"4 bn1.bias" -> "7 bn1/batch_norm/0" [label="(64,)", style=solid]; -"5 bn1.running_mean" -> "7 bn1/batch_norm/0" [label="(64,)", style=solid]; -"6 bn1.running_var" -> "7 bn1/batch_norm/0" [label="(64,)", style=solid]; -"7 bn1/batch_norm/0" -> "8 relu/relu_/0" [label="(1, 64, 32, 32)", style=solid]; -"8 relu/relu_/0" -> "9 maxpool/max_pool2d/0" [label="(1, 64, 32, 32)", style=solid]; -"9 maxpool/max_pool2d/0" -> "11 layer1/0/conv1/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"9 maxpool/max_pool2d/0" -> "25 layer1/0/add_/0" [label="(1, 64, 16, 16)", style=solid]; -"10 layer1.0.conv1.weight" -> "11 layer1/0/conv1/conv2d/0" [label="(64, 64, 3, 3)", style=solid]; -"11 layer1/0/conv1/conv2d/0" -> "16 layer1/0/bn1/batch_norm/0" [label="(1, 64, 16, 16)", style=solid]; -"12 layer1.0.bn1.weight" -> "16 layer1/0/bn1/batch_norm/0" [label="(64,)", style=solid]; -"13 layer1.0.bn1.bias" -> "16 layer1/0/bn1/batch_norm/0" [label="(64,)", style=solid]; -"14 layer1.0.bn1.running_mean" -> "16 layer1/0/bn1/batch_norm/0" [label="(64,)", style=solid]; -"15 layer1.0.bn1.running_var" -> "16 layer1/0/bn1/batch_norm/0" [label="(64,)", style=solid]; -"16 layer1/0/bn1/batch_norm/0" -> "17 layer1/0/relu/relu_/0" [label="(1, 64, 16, 16)", style=solid]; -"17 layer1/0/relu/relu_/0" -> "19 layer1/0/conv2/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"18 layer1.0.conv2.weight" -> "19 layer1/0/conv2/conv2d/0" [label="(64, 64, 3, 3)", style=solid]; -"19 layer1/0/conv2/conv2d/0" -> "24 layer1/0/bn2/batch_norm/0" [label="(1, 64, 16, 16)", style=solid]; -"20 layer1.0.bn2.weight" -> "24 layer1/0/bn2/batch_norm/0" [label="(64,)", style=solid]; -"21 layer1.0.bn2.bias" -> "24 layer1/0/bn2/batch_norm/0" [label="(64,)", style=solid]; -"22 layer1.0.bn2.running_mean" -> "24 layer1/0/bn2/batch_norm/0" [label="(64,)", style=solid]; -"23 layer1.0.bn2.running_var" -> "24 layer1/0/bn2/batch_norm/0" [label="(64,)", style=solid]; -"24 layer1/0/bn2/batch_norm/0" -> "25 layer1/0/add_/0" [label="(1, 64, 16, 16)", style=solid]; -"25 layer1/0/add_/0" -> "26 layer1/0/relu/relu_/1" [label="(1, 64, 16, 16)", style=solid]; -"26 layer1/0/relu/relu_/1" -> "28 layer1/1/conv1/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"26 layer1/0/relu/relu_/1" -> "42 layer1/1/add_/0" [label="(1, 64, 16, 16)", style=solid]; -"27 layer1.1.conv1.weight" -> "28 layer1/1/conv1/conv2d/0" [label="(64, 64, 3, 3)", style=solid]; -"28 layer1/1/conv1/conv2d/0" -> "33 layer1/1/bn1/batch_norm/0" [label="(1, 64, 16, 16)", style=solid]; -"29 layer1.1.bn1.weight" -> "33 layer1/1/bn1/batch_norm/0" [label="(64,)", style=solid]; -"30 layer1.1.bn1.bias" -> "33 layer1/1/bn1/batch_norm/0" [label="(64,)", style=solid]; -"31 layer1.1.bn1.running_mean" -> "33 layer1/1/bn1/batch_norm/0" [label="(64,)", style=solid]; -"32 layer1.1.bn1.running_var" -> "33 layer1/1/bn1/batch_norm/0" [label="(64,)", style=solid]; -"33 layer1/1/bn1/batch_norm/0" -> "34 layer1/1/relu/relu_/0" [label="(1, 64, 16, 16)", style=solid]; -"34 layer1/1/relu/relu_/0" -> "36 layer1/1/conv2/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"35 layer1.1.conv2.weight" -> "36 layer1/1/conv2/conv2d/0" [label="(64, 64, 3, 3)", style=solid]; -"36 layer1/1/conv2/conv2d/0" -> "41 layer1/1/bn2/batch_norm/0" [label="(1, 64, 16, 16)", style=solid]; -"37 layer1.1.bn2.weight" -> "41 layer1/1/bn2/batch_norm/0" [label="(64,)", style=solid]; -"38 layer1.1.bn2.bias" -> "41 layer1/1/bn2/batch_norm/0" [label="(64,)", style=solid]; -"39 layer1.1.bn2.running_mean" -> "41 layer1/1/bn2/batch_norm/0" [label="(64,)", style=solid]; -"40 layer1.1.bn2.running_var" -> "41 layer1/1/bn2/batch_norm/0" [label="(64,)", style=solid]; -"41 layer1/1/bn2/batch_norm/0" -> "42 layer1/1/add_/0" [label="(1, 64, 16, 16)", style=solid]; -"42 layer1/1/add_/0" -> "43 layer1/1/relu/relu_/1" [label="(1, 64, 16, 16)", style=solid]; -"43 layer1/1/relu/relu_/1" -> "45 layer2/0/conv1/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"43 layer1/1/relu/relu_/1" -> "60 layer2/0/downsample/0/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"44 layer2.0.conv1.weight" -> "45 layer2/0/conv1/conv2d/0" [label="(128, 64, 3, 3)", style=solid]; -"45 layer2/0/conv1/conv2d/0" -> "50 layer2/0/bn1/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"46 layer2.0.bn1.weight" -> "50 layer2/0/bn1/batch_norm/0" [label="(128,)", style=solid]; -"47 layer2.0.bn1.bias" -> "50 layer2/0/bn1/batch_norm/0" [label="(128,)", style=solid]; -"48 layer2.0.bn1.running_mean" -> "50 layer2/0/bn1/batch_norm/0" [label="(128,)", style=solid]; -"49 layer2.0.bn1.running_var" -> "50 layer2/0/bn1/batch_norm/0" [label="(128,)", style=solid]; -"50 layer2/0/bn1/batch_norm/0" -> "51 layer2/0/relu/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"51 layer2/0/relu/relu_/0" -> "53 layer2/0/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"52 layer2.0.conv2.weight" -> "53 layer2/0/conv2/conv2d/0" [label="(128, 128, 3, 3)", style=solid]; -"53 layer2/0/conv2/conv2d/0" -> "58 layer2/0/bn2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"54 layer2.0.bn2.weight" -> "58 layer2/0/bn2/batch_norm/0" [label="(128,)", style=solid]; -"55 layer2.0.bn2.bias" -> "58 layer2/0/bn2/batch_norm/0" [label="(128,)", style=solid]; -"56 layer2.0.bn2.running_mean" -> "58 layer2/0/bn2/batch_norm/0" [label="(128,)", style=solid]; -"57 layer2.0.bn2.running_var" -> "58 layer2/0/bn2/batch_norm/0" [label="(128,)", style=solid]; -"58 layer2/0/bn2/batch_norm/0" -> "66 layer2/0/add_/0" [label="(1, 128, 8, 8)", style=solid]; -"59 layer2.0.downsample.0.weight" -> "60 layer2/0/downsample/0/conv2d/0" [label="(128, 64, 1, 1)", style=solid]; -"60 layer2/0/downsample/0/conv2d/0" -> "65 layer2/0/downsample/1/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"61 layer2.0.downsample.1.weight" -> "65 layer2/0/downsample/1/batch_norm/0" [label="(128,)", style=solid]; -"62 layer2.0.downsample.1.bias" -> "65 layer2/0/downsample/1/batch_norm/0" [label="(128,)", style=solid]; -"63 layer2.0.downsample.1.running_mean" -> "65 layer2/0/downsample/1/batch_norm/0" [label="(128,)", style=solid]; -"64 layer2.0.downsample.1.running_var" -> "65 layer2/0/downsample/1/batch_norm/0" [label="(128,)", style=solid]; -"65 layer2/0/downsample/1/batch_norm/0" -> "66 layer2/0/add_/0" [label="(1, 128, 8, 8)", style=solid]; -"66 layer2/0/add_/0" -> "67 layer2/0/relu/relu_/1" [label="(1, 128, 8, 8)", style=solid]; -"67 layer2/0/relu/relu_/1" -> "69 layer2/1/conv1/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"67 layer2/0/relu/relu_/1" -> "83 layer2/1/add_/0" [label="(1, 128, 8, 8)", style=solid]; -"68 layer2.1.conv1.weight" -> "69 layer2/1/conv1/conv2d/0" [label="(128, 128, 3, 3)", style=solid]; -"69 layer2/1/conv1/conv2d/0" -> "74 layer2/1/bn1/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"70 layer2.1.bn1.weight" -> "74 layer2/1/bn1/batch_norm/0" [label="(128,)", style=solid]; -"71 layer2.1.bn1.bias" -> "74 layer2/1/bn1/batch_norm/0" [label="(128,)", style=solid]; -"72 layer2.1.bn1.running_mean" -> "74 layer2/1/bn1/batch_norm/0" [label="(128,)", style=solid]; -"73 layer2.1.bn1.running_var" -> "74 layer2/1/bn1/batch_norm/0" [label="(128,)", style=solid]; -"74 layer2/1/bn1/batch_norm/0" -> "75 layer2/1/relu/relu_/0" [label="(1, 128, 8, 8)", style=solid]; -"75 layer2/1/relu/relu_/0" -> "77 layer2/1/conv2/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"76 layer2.1.conv2.weight" -> "77 layer2/1/conv2/conv2d/0" [label="(128, 128, 3, 3)", style=solid]; -"77 layer2/1/conv2/conv2d/0" -> "82 layer2/1/bn2/batch_norm/0" [label="(1, 128, 8, 8)", style=solid]; -"78 layer2.1.bn2.weight" -> "82 layer2/1/bn2/batch_norm/0" [label="(128,)", style=solid]; -"79 layer2.1.bn2.bias" -> "82 layer2/1/bn2/batch_norm/0" [label="(128,)", style=solid]; -"80 layer2.1.bn2.running_mean" -> "82 layer2/1/bn2/batch_norm/0" [label="(128,)", style=solid]; -"81 layer2.1.bn2.running_var" -> "82 layer2/1/bn2/batch_norm/0" [label="(128,)", style=solid]; -"82 layer2/1/bn2/batch_norm/0" -> "83 layer2/1/add_/0" [label="(1, 128, 8, 8)", style=solid]; -"83 layer2/1/add_/0" -> "84 layer2/1/relu/relu_/1" [label="(1, 128, 8, 8)", style=solid]; -"84 layer2/1/relu/relu_/1" -> "86 layer3/0/conv1/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"84 layer2/1/relu/relu_/1" -> "101 layer3/0/downsample/0/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"85 layer3.0.conv1.weight" -> "86 layer3/0/conv1/conv2d/0" [label="(256, 128, 3, 3)", style=solid]; -"86 layer3/0/conv1/conv2d/0" -> "91 layer3/0/bn1/batch_norm/0" [label="(1, 256, 4, 4)", style=solid]; -"87 layer3.0.bn1.weight" -> "91 layer3/0/bn1/batch_norm/0" [label="(256,)", style=solid]; -"88 layer3.0.bn1.bias" -> "91 layer3/0/bn1/batch_norm/0" [label="(256,)", style=solid]; -"89 layer3.0.bn1.running_mean" -> "91 layer3/0/bn1/batch_norm/0" [label="(256,)", style=solid]; -"90 layer3.0.bn1.running_var" -> "91 layer3/0/bn1/batch_norm/0" [label="(256,)", style=solid]; -"91 layer3/0/bn1/batch_norm/0" -> "92 layer3/0/relu/relu_/0" [label="(1, 256, 4, 4)", style=solid]; -"92 layer3/0/relu/relu_/0" -> "94 layer3/0/conv2/conv2d/0" [label="(1, 256, 4, 4)", style=solid]; -"93 layer3.0.conv2.weight" -> "94 layer3/0/conv2/conv2d/0" [label="(256, 256, 3, 3)", style=solid]; -"94 layer3/0/conv2/conv2d/0" -> "99 layer3/0/bn2/batch_norm/0" [label="(1, 256, 4, 4)", style=solid]; -"95 layer3.0.bn2.weight" -> "99 layer3/0/bn2/batch_norm/0" [label="(256,)", style=solid]; -"96 layer3.0.bn2.bias" -> "99 layer3/0/bn2/batch_norm/0" [label="(256,)", style=solid]; -"97 layer3.0.bn2.running_mean" -> "99 layer3/0/bn2/batch_norm/0" [label="(256,)", style=solid]; -"98 layer3.0.bn2.running_var" -> "99 layer3/0/bn2/batch_norm/0" [label="(256,)", style=solid]; -"99 layer3/0/bn2/batch_norm/0" -> "107 layer3/0/add_/0" [label="(1, 256, 4, 4)", style=solid]; -"100 layer3.0.downsample.0.weight" -> "101 layer3/0/downsample/0/conv2d/0" [label="(256, 128, 1, 1)", style=solid]; -"101 layer3/0/downsample/0/conv2d/0" -> "106 layer3/0/downsample/1/batch_norm/0" [label="(1, 256, 4, 4)", style=solid]; -"102 layer3.0.downsample.1.weight" -> "106 layer3/0/downsample/1/batch_norm/0" [label="(256,)", style=solid]; -"103 layer3.0.downsample.1.bias" -> "106 layer3/0/downsample/1/batch_norm/0" [label="(256,)", style=solid]; -"104 layer3.0.downsample.1.running_mean" -> "106 layer3/0/downsample/1/batch_norm/0" [label="(256,)", style=solid]; -"105 layer3.0.downsample.1.running_var" -> "106 layer3/0/downsample/1/batch_norm/0" [label="(256,)", style=solid]; -"106 layer3/0/downsample/1/batch_norm/0" -> "107 layer3/0/add_/0" [label="(1, 256, 4, 4)", style=solid]; -"107 layer3/0/add_/0" -> "108 layer3/0/relu/relu_/1" [label="(1, 256, 4, 4)", style=solid]; -"108 layer3/0/relu/relu_/1" -> "110 layer3/1/conv1/conv2d/0" [label="(1, 256, 4, 4)", style=solid]; -"108 layer3/0/relu/relu_/1" -> "124 layer3/1/add_/0" [label="(1, 256, 4, 4)", style=solid]; -"109 layer3.1.conv1.weight" -> "110 layer3/1/conv1/conv2d/0" [label="(256, 256, 3, 3)", style=solid]; -"110 layer3/1/conv1/conv2d/0" -> "115 layer3/1/bn1/batch_norm/0" [label="(1, 256, 4, 4)", style=solid]; -"111 layer3.1.bn1.weight" -> "115 layer3/1/bn1/batch_norm/0" [label="(256,)", style=solid]; -"112 layer3.1.bn1.bias" -> "115 layer3/1/bn1/batch_norm/0" [label="(256,)", style=solid]; -"113 layer3.1.bn1.running_mean" -> "115 layer3/1/bn1/batch_norm/0" [label="(256,)", style=solid]; -"114 layer3.1.bn1.running_var" -> "115 layer3/1/bn1/batch_norm/0" [label="(256,)", style=solid]; -"115 layer3/1/bn1/batch_norm/0" -> "116 layer3/1/relu/relu_/0" [label="(1, 256, 4, 4)", style=solid]; -"116 layer3/1/relu/relu_/0" -> "118 layer3/1/conv2/conv2d/0" [label="(1, 256, 4, 4)", style=solid]; -"117 layer3.1.conv2.weight" -> "118 layer3/1/conv2/conv2d/0" [label="(256, 256, 3, 3)", style=solid]; -"118 layer3/1/conv2/conv2d/0" -> "123 layer3/1/bn2/batch_norm/0" [label="(1, 256, 4, 4)", style=solid]; -"119 layer3.1.bn2.weight" -> "123 layer3/1/bn2/batch_norm/0" [label="(256,)", style=solid]; -"120 layer3.1.bn2.bias" -> "123 layer3/1/bn2/batch_norm/0" [label="(256,)", style=solid]; -"121 layer3.1.bn2.running_mean" -> "123 layer3/1/bn2/batch_norm/0" [label="(256,)", style=solid]; -"122 layer3.1.bn2.running_var" -> "123 layer3/1/bn2/batch_norm/0" [label="(256,)", style=solid]; -"123 layer3/1/bn2/batch_norm/0" -> "124 layer3/1/add_/0" [label="(1, 256, 4, 4)", style=solid]; -"124 layer3/1/add_/0" -> "125 layer3/1/relu/relu_/1" [label="(1, 256, 4, 4)", style=solid]; -"125 layer3/1/relu/relu_/1" -> "127 layer4/0/conv1/conv2d/0" [label="(1, 256, 4, 4)", style=solid]; -"125 layer3/1/relu/relu_/1" -> "142 layer4/0/downsample/0/conv2d/0" [label="(1, 256, 4, 4)", style=solid]; -"126 layer4.0.conv1.weight" -> "127 layer4/0/conv1/conv2d/0" [label="(512, 256, 3, 3)", style=solid]; -"127 layer4/0/conv1/conv2d/0" -> "132 layer4/0/bn1/batch_norm/0" [label="(1, 512, 2, 2)", style=solid]; -"128 layer4.0.bn1.weight" -> "132 layer4/0/bn1/batch_norm/0" [label="(512,)", style=solid]; -"129 layer4.0.bn1.bias" -> "132 layer4/0/bn1/batch_norm/0" [label="(512,)", style=solid]; -"130 layer4.0.bn1.running_mean" -> "132 layer4/0/bn1/batch_norm/0" [label="(512,)", style=solid]; -"131 layer4.0.bn1.running_var" -> "132 layer4/0/bn1/batch_norm/0" [label="(512,)", style=solid]; -"132 layer4/0/bn1/batch_norm/0" -> "133 layer4/0/relu/relu_/0" [label="(1, 512, 2, 2)", style=solid]; -"133 layer4/0/relu/relu_/0" -> "135 layer4/0/conv2/conv2d/0" [label="(1, 512, 2, 2)", style=solid]; -"134 layer4.0.conv2.weight" -> "135 layer4/0/conv2/conv2d/0" [label="(512, 512, 3, 3)", style=solid]; -"135 layer4/0/conv2/conv2d/0" -> "140 layer4/0/bn2/batch_norm/0" [label="(1, 512, 2, 2)", style=solid]; -"136 layer4.0.bn2.weight" -> "140 layer4/0/bn2/batch_norm/0" [label="(512,)", style=solid]; -"137 layer4.0.bn2.bias" -> "140 layer4/0/bn2/batch_norm/0" [label="(512,)", style=solid]; -"138 layer4.0.bn2.running_mean" -> "140 layer4/0/bn2/batch_norm/0" [label="(512,)", style=solid]; -"139 layer4.0.bn2.running_var" -> "140 layer4/0/bn2/batch_norm/0" [label="(512,)", style=solid]; -"140 layer4/0/bn2/batch_norm/0" -> "148 layer4/0/add_/0" [label="(1, 512, 2, 2)", style=solid]; -"141 layer4.0.downsample.0.weight" -> "142 layer4/0/downsample/0/conv2d/0" [label="(512, 256, 1, 1)", style=solid]; -"142 layer4/0/downsample/0/conv2d/0" -> "147 layer4/0/downsample/1/batch_norm/0" [label="(1, 512, 2, 2)", style=solid]; -"143 layer4.0.downsample.1.weight" -> "147 layer4/0/downsample/1/batch_norm/0" [label="(512,)", style=solid]; -"144 layer4.0.downsample.1.bias" -> "147 layer4/0/downsample/1/batch_norm/0" [label="(512,)", style=solid]; -"145 layer4.0.downsample.1.running_mean" -> "147 layer4/0/downsample/1/batch_norm/0" [label="(512,)", style=solid]; -"146 layer4.0.downsample.1.running_var" -> "147 layer4/0/downsample/1/batch_norm/0" [label="(512,)", style=solid]; -"147 layer4/0/downsample/1/batch_norm/0" -> "148 layer4/0/add_/0" [label="(1, 512, 2, 2)", style=solid]; -"148 layer4/0/add_/0" -> "149 layer4/0/relu/relu_/1" [label="(1, 512, 2, 2)", style=solid]; -"149 layer4/0/relu/relu_/1" -> "151 layer4/1/conv1/conv2d/0" [label="(1, 512, 2, 2)", style=solid]; -"149 layer4/0/relu/relu_/1" -> "165 layer4/1/add_/0" [label="(1, 512, 2, 2)", style=solid]; -"150 layer4.1.conv1.weight" -> "151 layer4/1/conv1/conv2d/0" [label="(512, 512, 3, 3)", style=solid]; -"151 layer4/1/conv1/conv2d/0" -> "156 layer4/1/bn1/batch_norm/0" [label="(1, 512, 2, 2)", style=solid]; -"152 layer4.1.bn1.weight" -> "156 layer4/1/bn1/batch_norm/0" [label="(512,)", style=solid]; -"153 layer4.1.bn1.bias" -> "156 layer4/1/bn1/batch_norm/0" [label="(512,)", style=solid]; -"154 layer4.1.bn1.running_mean" -> "156 layer4/1/bn1/batch_norm/0" [label="(512,)", style=solid]; -"155 layer4.1.bn1.running_var" -> "156 layer4/1/bn1/batch_norm/0" [label="(512,)", style=solid]; -"156 layer4/1/bn1/batch_norm/0" -> "157 layer4/1/relu/relu_/0" [label="(1, 512, 2, 2)", style=solid]; -"157 layer4/1/relu/relu_/0" -> "159 layer4/1/conv2/conv2d/0" [label="(1, 512, 2, 2)", style=solid]; -"158 layer4.1.conv2.weight" -> "159 layer4/1/conv2/conv2d/0" [label="(512, 512, 3, 3)", style=solid]; -"159 layer4/1/conv2/conv2d/0" -> "164 layer4/1/bn2/batch_norm/0" [label="(1, 512, 2, 2)", style=solid]; -"160 layer4.1.bn2.weight" -> "164 layer4/1/bn2/batch_norm/0" [label="(512,)", style=solid]; -"161 layer4.1.bn2.bias" -> "164 layer4/1/bn2/batch_norm/0" [label="(512,)", style=solid]; -"162 layer4.1.bn2.running_mean" -> "164 layer4/1/bn2/batch_norm/0" [label="(512,)", style=solid]; -"163 layer4.1.bn2.running_var" -> "164 layer4/1/bn2/batch_norm/0" [label="(512,)", style=solid]; -"164 layer4/1/bn2/batch_norm/0" -> "165 layer4/1/add_/0" [label="(1, 512, 2, 2)", style=solid]; -"165 layer4/1/add_/0" -> "166 layer4/1/relu/relu_/1" [label="(1, 512, 2, 2)", style=solid]; -"166 layer4/1/relu/relu_/1" -> "167 avgpool/adaptive_avg_pool2d/0" [label="(1, 512, 2, 2)", style=solid]; -"167 avgpool/adaptive_avg_pool2d/0" -> "168 /flatten/0" [label="(1, 512, 1, 1)", style=solid]; -"168 /flatten/0" -> "171 fc/linear/0" [label="(1, 512)", style=solid]; -"169 fc.weight" -> "171 fc/linear/0" [label="(1000, 512)", style=solid]; -"170 fc.bias" -> "171 fc/linear/0" [label="(1000,)", style=solid]; -"171 fc/linear/0" -> "172 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"conv1.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv1/conv2d/0" [id=2, metatype=PTConv2dMetatype, type=conv2d]; +"bn1.weight" [id=3, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn1.bias" [id=4, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn1.running_mean" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn1.running_var" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn1/batch_norm/0" [id=7, metatype=PTBatchNormMetatype, type=batch_norm]; +"relu/relu_/0" [id=8, metatype=PTRELUMetatype, type=relu_]; +"maxpool/max_pool2d/0" [id=9, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"layer1.0.conv1.weight" [id=10, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/conv1/conv2d/0" [id=11, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.0.bn1.weight" [id=12, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn1.bias" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn1.running_mean" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn1.running_var" [id=15, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/bn1/batch_norm/0" [id=16, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/0/relu/relu_/0" [id=17, metatype=PTRELUMetatype, type=relu_]; +"layer1.0.conv2.weight" [id=18, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/conv2/conv2d/0" [id=19, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.0.bn2.weight" [id=20, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn2.bias" [id=21, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn2.running_mean" [id=22, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn2.running_var" [id=23, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/bn2/batch_norm/0" [id=24, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/0/add_/0" [id=25, metatype=PTAddMetatype, type=add_]; +"layer1/0/relu/relu_/1" [id=26, metatype=PTRELUMetatype, type=relu_]; +"layer1.1.conv1.weight" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/conv1/conv2d/0" [id=28, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.1.bn1.weight" [id=29, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn1.bias" [id=30, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn1.running_mean" [id=31, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn1.running_var" [id=32, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/bn1/batch_norm/0" [id=33, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/1/relu/relu_/0" [id=34, metatype=PTRELUMetatype, type=relu_]; +"layer1.1.conv2.weight" [id=35, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/conv2/conv2d/0" [id=36, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.1.bn2.weight" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn2.bias" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn2.running_mean" [id=39, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn2.running_var" [id=40, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/bn2/batch_norm/0" [id=41, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/1/add_/0" [id=42, metatype=PTAddMetatype, type=add_]; +"layer1/1/relu/relu_/1" [id=43, metatype=PTRELUMetatype, type=relu_]; +"layer2.0.conv1.weight" [id=44, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/conv1/conv2d/0" [id=45, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.0.bn1.weight" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn1.bias" [id=47, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn1.running_mean" [id=48, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn1.running_var" [id=49, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/bn1/batch_norm/0" [id=50, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/0/relu/relu_/0" [id=51, metatype=PTRELUMetatype, type=relu_]; +"layer2.0.conv2.weight" [id=52, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/conv2/conv2d/0" [id=53, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.0.bn2.weight" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn2.bias" [id=55, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn2.running_mean" [id=56, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn2.running_var" [id=57, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/bn2/batch_norm/0" [id=58, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2.0.downsample.0.weight" [id=59, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/downsample/0/conv2d/0" [id=60, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.0.downsample.1.weight" [id=61, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.downsample.1.bias" [id=62, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.downsample.1.running_mean" [id=63, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.downsample.1.running_var" [id=64, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/downsample/1/batch_norm/0" [id=65, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/0/add_/0" [id=66, metatype=PTAddMetatype, type=add_]; +"layer2/0/relu/relu_/1" [id=67, metatype=PTRELUMetatype, type=relu_]; +"layer2.1.conv1.weight" [id=68, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/conv1/conv2d/0" [id=69, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.1.bn1.weight" [id=70, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn1.bias" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn1.running_mean" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn1.running_var" [id=73, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/bn1/batch_norm/0" [id=74, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/1/relu/relu_/0" [id=75, metatype=PTRELUMetatype, type=relu_]; +"layer2.1.conv2.weight" [id=76, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/conv2/conv2d/0" [id=77, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.1.bn2.weight" [id=78, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn2.bias" [id=79, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn2.running_mean" [id=80, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn2.running_var" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/bn2/batch_norm/0" [id=82, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/1/add_/0" [id=83, metatype=PTAddMetatype, type=add_]; +"layer2/1/relu/relu_/1" [id=84, metatype=PTRELUMetatype, type=relu_]; +"layer3.0.conv1.weight" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/conv1/conv2d/0" [id=86, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.0.bn1.weight" [id=87, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn1.bias" [id=88, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn1.running_mean" [id=89, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn1.running_var" [id=90, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/bn1/batch_norm/0" [id=91, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/0/relu/relu_/0" [id=92, metatype=PTRELUMetatype, type=relu_]; +"layer3.0.conv2.weight" [id=93, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/conv2/conv2d/0" [id=94, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.0.bn2.weight" [id=95, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn2.bias" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn2.running_mean" [id=97, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn2.running_var" [id=98, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/bn2/batch_norm/0" [id=99, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3.0.downsample.0.weight" [id=100, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/downsample/0/conv2d/0" [id=101, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.0.downsample.1.weight" [id=102, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.downsample.1.bias" [id=103, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.downsample.1.running_mean" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.downsample.1.running_var" [id=105, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/downsample/1/batch_norm/0" [id=106, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/0/add_/0" [id=107, metatype=PTAddMetatype, type=add_]; +"layer3/0/relu/relu_/1" [id=108, metatype=PTRELUMetatype, type=relu_]; +"layer3.1.conv1.weight" [id=109, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/conv1/conv2d/0" [id=110, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.1.bn1.weight" [id=111, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn1.bias" [id=112, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn1.running_mean" [id=113, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn1.running_var" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/bn1/batch_norm/0" [id=115, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/1/relu/relu_/0" [id=116, metatype=PTRELUMetatype, type=relu_]; +"layer3.1.conv2.weight" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/conv2/conv2d/0" [id=118, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.1.bn2.weight" [id=119, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn2.bias" [id=120, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn2.running_mean" [id=121, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn2.running_var" [id=122, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/bn2/batch_norm/0" [id=123, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/1/add_/0" [id=124, metatype=PTAddMetatype, type=add_]; +"layer3/1/relu/relu_/1" [id=125, metatype=PTRELUMetatype, type=relu_]; +"layer4.0.conv1.weight" [id=126, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/conv1/conv2d/0" [id=127, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.0.bn1.weight" [id=128, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn1.bias" [id=129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn1.running_mean" [id=130, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn1.running_var" [id=131, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/bn1/batch_norm/0" [id=132, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/0/relu/relu_/0" [id=133, metatype=PTRELUMetatype, type=relu_]; +"layer4.0.conv2.weight" [id=134, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/conv2/conv2d/0" [id=135, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.0.bn2.weight" [id=136, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn2.bias" [id=137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn2.running_mean" [id=138, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn2.running_var" [id=139, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/bn2/batch_norm/0" [id=140, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4.0.downsample.0.weight" [id=141, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/downsample/0/conv2d/0" [id=142, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.0.downsample.1.weight" [id=143, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.downsample.1.bias" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.downsample.1.running_mean" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.downsample.1.running_var" [id=146, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/downsample/1/batch_norm/0" [id=147, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/0/add_/0" [id=148, metatype=PTAddMetatype, type=add_]; +"layer4/0/relu/relu_/1" [id=149, metatype=PTRELUMetatype, type=relu_]; +"layer4.1.conv1.weight" [id=150, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/conv1/conv2d/0" [id=151, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.1.bn1.weight" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn1.bias" [id=153, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn1.running_mean" [id=154, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn1.running_var" [id=155, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/bn1/batch_norm/0" [id=156, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/1/relu/relu_/0" [id=157, metatype=PTRELUMetatype, type=relu_]; +"layer4.1.conv2.weight" [id=158, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/conv2/conv2d/0" [id=159, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.1.bn2.weight" [id=160, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn2.bias" [id=161, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn2.running_mean" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn2.running_var" [id=163, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/bn2/batch_norm/0" [id=164, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/1/add_/0" [id=165, metatype=PTAddMetatype, type=add_]; +"layer4/1/relu/relu_/1" [id=166, metatype=PTRELUMetatype, type=relu_]; +"avgpool/adaptive_avg_pool2d/0" [id=167, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"/flatten/0" [id=168, metatype=PTReshapeMetatype, type=flatten]; +"fc.weight" [id=169, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"fc.bias" [id=170, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"fc/linear/0" [id=171, metatype=PTLinearMetatype, type=linear]; +output [id=172, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "conv1/conv2d/0" [dtype=float, shape="(1, 3, 64, 64)"]; +"conv1.weight" -> "conv1/conv2d/0" [dtype=float, shape="(64, 3, 7, 7)"]; +"conv1/conv2d/0" -> "bn1/batch_norm/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"bn1.weight" -> "bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"bn1.bias" -> "bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"bn1.running_mean" -> "bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"bn1.running_var" -> "bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"bn1/batch_norm/0" -> "relu/relu_/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"relu/relu_/0" -> "maxpool/max_pool2d/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"maxpool/max_pool2d/0" -> "layer1/0/conv1/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"maxpool/max_pool2d/0" -> "layer1/0/add_/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1.0.conv1.weight" -> "layer1/0/conv1/conv2d/0" [dtype=float, shape="(64, 64, 3, 3)"]; +"layer1/0/conv1/conv2d/0" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1.0.bn1.weight" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.0.bn1.bias" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.0.bn1.running_mean" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.0.bn1.running_var" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1/0/bn1/batch_norm/0" -> "layer1/0/relu/relu_/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1/0/relu/relu_/0" -> "layer1/0/conv2/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1.0.conv2.weight" -> "layer1/0/conv2/conv2d/0" [dtype=float, shape="(64, 64, 3, 3)"]; +"layer1/0/conv2/conv2d/0" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1.0.bn2.weight" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.0.bn2.bias" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.0.bn2.running_mean" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.0.bn2.running_var" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1/0/bn2/batch_norm/0" -> "layer1/0/add_/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1/0/add_/0" -> "layer1/0/relu/relu_/1" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1/0/relu/relu_/1" -> "layer1/1/conv1/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1/0/relu/relu_/1" -> "layer1/1/add_/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1.1.conv1.weight" -> "layer1/1/conv1/conv2d/0" [dtype=float, shape="(64, 64, 3, 3)"]; +"layer1/1/conv1/conv2d/0" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1.1.bn1.weight" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.1.bn1.bias" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.1.bn1.running_mean" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.1.bn1.running_var" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1/1/bn1/batch_norm/0" -> "layer1/1/relu/relu_/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1/1/relu/relu_/0" -> "layer1/1/conv2/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1.1.conv2.weight" -> "layer1/1/conv2/conv2d/0" [dtype=float, shape="(64, 64, 3, 3)"]; +"layer1/1/conv2/conv2d/0" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1.1.bn2.weight" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.1.bn2.bias" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.1.bn2.running_mean" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1.1.bn2.running_var" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(64,)"]; +"layer1/1/bn2/batch_norm/0" -> "layer1/1/add_/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1/1/add_/0" -> "layer1/1/relu/relu_/1" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1/1/relu/relu_/1" -> "layer2/0/conv1/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1/1/relu/relu_/1" -> "layer2/0/downsample/0/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer2.0.conv1.weight" -> "layer2/0/conv1/conv2d/0" [dtype=float, shape="(128, 64, 3, 3)"]; +"layer2/0/conv1/conv2d/0" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2.0.bn1.weight" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.0.bn1.bias" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.0.bn1.running_mean" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.0.bn1.running_var" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2/0/bn1/batch_norm/0" -> "layer2/0/relu/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2/0/relu/relu_/0" -> "layer2/0/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2.0.conv2.weight" -> "layer2/0/conv2/conv2d/0" [dtype=float, shape="(128, 128, 3, 3)"]; +"layer2/0/conv2/conv2d/0" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2.0.bn2.weight" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.0.bn2.bias" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.0.bn2.running_mean" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.0.bn2.running_var" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2/0/bn2/batch_norm/0" -> "layer2/0/add_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2.0.downsample.0.weight" -> "layer2/0/downsample/0/conv2d/0" [dtype=float, shape="(128, 64, 1, 1)"]; +"layer2/0/downsample/0/conv2d/0" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2.0.downsample.1.weight" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.0.downsample.1.bias" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.0.downsample.1.running_mean" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.0.downsample.1.running_var" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2/0/downsample/1/batch_norm/0" -> "layer2/0/add_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2/0/add_/0" -> "layer2/0/relu/relu_/1" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2/0/relu/relu_/1" -> "layer2/1/conv1/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2/0/relu/relu_/1" -> "layer2/1/add_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2.1.conv1.weight" -> "layer2/1/conv1/conv2d/0" [dtype=float, shape="(128, 128, 3, 3)"]; +"layer2/1/conv1/conv2d/0" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2.1.bn1.weight" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.1.bn1.bias" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.1.bn1.running_mean" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.1.bn1.running_var" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2/1/bn1/batch_norm/0" -> "layer2/1/relu/relu_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2/1/relu/relu_/0" -> "layer2/1/conv2/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2.1.conv2.weight" -> "layer2/1/conv2/conv2d/0" [dtype=float, shape="(128, 128, 3, 3)"]; +"layer2/1/conv2/conv2d/0" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2.1.bn2.weight" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.1.bn2.bias" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.1.bn2.running_mean" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2.1.bn2.running_var" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer2/1/bn2/batch_norm/0" -> "layer2/1/add_/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2/1/add_/0" -> "layer2/1/relu/relu_/1" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2/1/relu/relu_/1" -> "layer3/0/conv1/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer2/1/relu/relu_/1" -> "layer3/0/downsample/0/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"layer3.0.conv1.weight" -> "layer3/0/conv1/conv2d/0" [dtype=float, shape="(256, 128, 3, 3)"]; +"layer3/0/conv1/conv2d/0" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3.0.bn1.weight" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.0.bn1.bias" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.0.bn1.running_mean" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.0.bn1.running_var" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3/0/bn1/batch_norm/0" -> "layer3/0/relu/relu_/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3/0/relu/relu_/0" -> "layer3/0/conv2/conv2d/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3.0.conv2.weight" -> "layer3/0/conv2/conv2d/0" [dtype=float, shape="(256, 256, 3, 3)"]; +"layer3/0/conv2/conv2d/0" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3.0.bn2.weight" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.0.bn2.bias" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.0.bn2.running_mean" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.0.bn2.running_var" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3/0/bn2/batch_norm/0" -> "layer3/0/add_/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3.0.downsample.0.weight" -> "layer3/0/downsample/0/conv2d/0" [dtype=float, shape="(256, 128, 1, 1)"]; +"layer3/0/downsample/0/conv2d/0" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3.0.downsample.1.weight" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.0.downsample.1.bias" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.0.downsample.1.running_mean" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.0.downsample.1.running_var" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3/0/downsample/1/batch_norm/0" -> "layer3/0/add_/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3/0/add_/0" -> "layer3/0/relu/relu_/1" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3/0/relu/relu_/1" -> "layer3/1/conv1/conv2d/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3/0/relu/relu_/1" -> "layer3/1/add_/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3.1.conv1.weight" -> "layer3/1/conv1/conv2d/0" [dtype=float, shape="(256, 256, 3, 3)"]; +"layer3/1/conv1/conv2d/0" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3.1.bn1.weight" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.1.bn1.bias" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.1.bn1.running_mean" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.1.bn1.running_var" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3/1/bn1/batch_norm/0" -> "layer3/1/relu/relu_/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3/1/relu/relu_/0" -> "layer3/1/conv2/conv2d/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3.1.conv2.weight" -> "layer3/1/conv2/conv2d/0" [dtype=float, shape="(256, 256, 3, 3)"]; +"layer3/1/conv2/conv2d/0" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3.1.bn2.weight" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.1.bn2.bias" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.1.bn2.running_mean" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3.1.bn2.running_var" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer3/1/bn2/batch_norm/0" -> "layer3/1/add_/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3/1/add_/0" -> "layer3/1/relu/relu_/1" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3/1/relu/relu_/1" -> "layer4/0/conv1/conv2d/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer3/1/relu/relu_/1" -> "layer4/0/downsample/0/conv2d/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"layer4.0.conv1.weight" -> "layer4/0/conv1/conv2d/0" [dtype=float, shape="(512, 256, 3, 3)"]; +"layer4/0/conv1/conv2d/0" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4.0.bn1.weight" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.0.bn1.bias" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.0.bn1.running_mean" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.0.bn1.running_var" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4/0/bn1/batch_norm/0" -> "layer4/0/relu/relu_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4/0/relu/relu_/0" -> "layer4/0/conv2/conv2d/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4.0.conv2.weight" -> "layer4/0/conv2/conv2d/0" [dtype=float, shape="(512, 512, 3, 3)"]; +"layer4/0/conv2/conv2d/0" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4.0.bn2.weight" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.0.bn2.bias" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.0.bn2.running_mean" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.0.bn2.running_var" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4/0/bn2/batch_norm/0" -> "layer4/0/add_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4.0.downsample.0.weight" -> "layer4/0/downsample/0/conv2d/0" [dtype=float, shape="(512, 256, 1, 1)"]; +"layer4/0/downsample/0/conv2d/0" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4.0.downsample.1.weight" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.0.downsample.1.bias" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.0.downsample.1.running_mean" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.0.downsample.1.running_var" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4/0/downsample/1/batch_norm/0" -> "layer4/0/add_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4/0/add_/0" -> "layer4/0/relu/relu_/1" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4/0/relu/relu_/1" -> "layer4/1/conv1/conv2d/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4/0/relu/relu_/1" -> "layer4/1/add_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4.1.conv1.weight" -> "layer4/1/conv1/conv2d/0" [dtype=float, shape="(512, 512, 3, 3)"]; +"layer4/1/conv1/conv2d/0" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4.1.bn1.weight" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.1.bn1.bias" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.1.bn1.running_mean" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.1.bn1.running_var" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4/1/bn1/batch_norm/0" -> "layer4/1/relu/relu_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4/1/relu/relu_/0" -> "layer4/1/conv2/conv2d/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4.1.conv2.weight" -> "layer4/1/conv2/conv2d/0" [dtype=float, shape="(512, 512, 3, 3)"]; +"layer4/1/conv2/conv2d/0" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4.1.bn2.weight" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.1.bn2.bias" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.1.bn2.running_mean" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4.1.bn2.running_var" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer4/1/bn2/batch_norm/0" -> "layer4/1/add_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4/1/add_/0" -> "layer4/1/relu/relu_/1" [dtype=float, shape="(1, 512, 2, 2)"]; +"layer4/1/relu/relu_/1" -> "avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"avgpool/adaptive_avg_pool2d/0" -> "/flatten/0" [dtype=float, shape="(1, 512, 1, 1)"]; +"/flatten/0" -> "fc/linear/0" [dtype=float, shape="(1, 512)"]; +"fc.weight" -> "fc/linear/0" [dtype=float, shape="(1000, 512)"]; +"fc.bias" -> "fc/linear/0" [dtype=float, shape="(1000,)"]; +"fc/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_resnext50_32x4d.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_resnext50_32x4d.dot index 8e643307fd3..f7229304a92 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_resnext50_32x4d.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_resnext50_32x4d.dot @@ -1,905 +1,905 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 conv1.weight" [id=1, type=nncf_model_const]; -"2 conv1/conv2d/0" [id=2, type=conv2d]; -"3 bn1.weight" [id=3, type=nncf_model_const]; -"4 bn1.bias" [id=4, type=nncf_model_const]; -"5 bn1.running_mean" [id=5, type=nncf_model_const]; -"6 bn1.running_var" [id=6, type=nncf_model_const]; -"7 bn1/batch_norm/0" [id=7, type=batch_norm]; -"8 relu/relu_/0" [id=8, type=relu_]; -"9 maxpool/max_pool2d/0" [id=9, type=max_pool2d]; -"10 layer1.0.conv1.weight" [id=10, type=nncf_model_const]; -"11 layer1/0/conv1/conv2d/0" [id=11, type=conv2d]; -"12 layer1.0.bn1.weight" [id=12, type=nncf_model_const]; -"13 layer1.0.bn1.bias" [id=13, type=nncf_model_const]; -"14 layer1.0.bn1.running_mean" [id=14, type=nncf_model_const]; -"15 layer1.0.bn1.running_var" [id=15, type=nncf_model_const]; -"16 layer1/0/bn1/batch_norm/0" [id=16, type=batch_norm]; -"17 layer1/0/relu/relu_/0" [id=17, type=relu_]; -"18 layer1.0.conv2.weight" [id=18, type=nncf_model_const]; -"19 layer1/0/conv2/conv2d/0" [id=19, type=conv2d]; -"20 layer1.0.bn2.weight" [id=20, type=nncf_model_const]; -"21 layer1.0.bn2.bias" [id=21, type=nncf_model_const]; -"22 layer1.0.bn2.running_mean" [id=22, type=nncf_model_const]; -"23 layer1.0.bn2.running_var" [id=23, type=nncf_model_const]; -"24 layer1/0/bn2/batch_norm/0" [id=24, type=batch_norm]; -"25 layer1/0/relu/relu_/1" [id=25, type=relu_]; -"26 layer1.0.conv3.weight" [id=26, type=nncf_model_const]; -"27 layer1/0/conv3/conv2d/0" [id=27, type=conv2d]; -"28 layer1.0.bn3.weight" [id=28, type=nncf_model_const]; -"29 layer1.0.bn3.bias" [id=29, type=nncf_model_const]; -"30 layer1.0.bn3.running_mean" [id=30, type=nncf_model_const]; -"31 layer1.0.bn3.running_var" [id=31, type=nncf_model_const]; -"32 layer1/0/bn3/batch_norm/0" [id=32, type=batch_norm]; -"33 layer1.0.downsample.0.weight" [id=33, type=nncf_model_const]; -"34 layer1/0/downsample/0/conv2d/0" [id=34, type=conv2d]; -"35 layer1.0.downsample.1.weight" [id=35, type=nncf_model_const]; -"36 layer1.0.downsample.1.bias" [id=36, type=nncf_model_const]; -"37 layer1.0.downsample.1.running_mean" [id=37, type=nncf_model_const]; -"38 layer1.0.downsample.1.running_var" [id=38, type=nncf_model_const]; -"39 layer1/0/downsample/1/batch_norm/0" [id=39, type=batch_norm]; -"40 layer1/0/add_/0" [id=40, type=add_]; -"41 layer1/0/relu/relu_/2" [id=41, type=relu_]; -"42 layer1.1.conv1.weight" [id=42, type=nncf_model_const]; -"43 layer1/1/conv1/conv2d/0" [id=43, type=conv2d]; -"44 layer1.1.bn1.weight" [id=44, type=nncf_model_const]; -"45 layer1.1.bn1.bias" [id=45, type=nncf_model_const]; -"46 layer1.1.bn1.running_mean" [id=46, type=nncf_model_const]; -"47 layer1.1.bn1.running_var" [id=47, type=nncf_model_const]; -"48 layer1/1/bn1/batch_norm/0" [id=48, type=batch_norm]; -"49 layer1/1/relu/relu_/0" [id=49, type=relu_]; -"50 layer1.1.conv2.weight" [id=50, type=nncf_model_const]; -"51 layer1/1/conv2/conv2d/0" [id=51, type=conv2d]; -"52 layer1.1.bn2.weight" [id=52, type=nncf_model_const]; -"53 layer1.1.bn2.bias" [id=53, type=nncf_model_const]; -"54 layer1.1.bn2.running_mean" [id=54, type=nncf_model_const]; -"55 layer1.1.bn2.running_var" [id=55, type=nncf_model_const]; -"56 layer1/1/bn2/batch_norm/0" [id=56, type=batch_norm]; -"57 layer1/1/relu/relu_/1" [id=57, type=relu_]; -"58 layer1.1.conv3.weight" [id=58, type=nncf_model_const]; -"59 layer1/1/conv3/conv2d/0" [id=59, type=conv2d]; -"60 layer1.1.bn3.weight" [id=60, type=nncf_model_const]; -"61 layer1.1.bn3.bias" [id=61, type=nncf_model_const]; -"62 layer1.1.bn3.running_mean" [id=62, type=nncf_model_const]; -"63 layer1.1.bn3.running_var" [id=63, type=nncf_model_const]; -"64 layer1/1/bn3/batch_norm/0" [id=64, type=batch_norm]; -"65 layer1/1/add_/0" [id=65, type=add_]; -"66 layer1/1/relu/relu_/2" [id=66, type=relu_]; -"67 layer1.2.conv1.weight" [id=67, type=nncf_model_const]; -"68 layer1/2/conv1/conv2d/0" [id=68, type=conv2d]; -"69 layer1.2.bn1.weight" [id=69, type=nncf_model_const]; -"70 layer1.2.bn1.bias" [id=70, type=nncf_model_const]; -"71 layer1.2.bn1.running_mean" [id=71, type=nncf_model_const]; -"72 layer1.2.bn1.running_var" [id=72, type=nncf_model_const]; -"73 layer1/2/bn1/batch_norm/0" [id=73, type=batch_norm]; -"74 layer1/2/relu/relu_/0" [id=74, type=relu_]; -"75 layer1.2.conv2.weight" [id=75, type=nncf_model_const]; -"76 layer1/2/conv2/conv2d/0" [id=76, type=conv2d]; -"77 layer1.2.bn2.weight" [id=77, type=nncf_model_const]; -"78 layer1.2.bn2.bias" [id=78, type=nncf_model_const]; -"79 layer1.2.bn2.running_mean" [id=79, type=nncf_model_const]; -"80 layer1.2.bn2.running_var" [id=80, type=nncf_model_const]; -"81 layer1/2/bn2/batch_norm/0" [id=81, type=batch_norm]; -"82 layer1/2/relu/relu_/1" [id=82, type=relu_]; -"83 layer1.2.conv3.weight" [id=83, type=nncf_model_const]; -"84 layer1/2/conv3/conv2d/0" [id=84, type=conv2d]; -"85 layer1.2.bn3.weight" [id=85, type=nncf_model_const]; -"86 layer1.2.bn3.bias" [id=86, type=nncf_model_const]; -"87 layer1.2.bn3.running_mean" [id=87, type=nncf_model_const]; -"88 layer1.2.bn3.running_var" [id=88, type=nncf_model_const]; -"89 layer1/2/bn3/batch_norm/0" [id=89, type=batch_norm]; -"90 layer1/2/add_/0" [id=90, type=add_]; -"91 layer1/2/relu/relu_/2" [id=91, type=relu_]; -"92 layer2.0.conv1.weight" [id=92, type=nncf_model_const]; -"93 layer2/0/conv1/conv2d/0" [id=93, type=conv2d]; -"94 layer2.0.bn1.weight" [id=94, type=nncf_model_const]; -"95 layer2.0.bn1.bias" [id=95, type=nncf_model_const]; -"96 layer2.0.bn1.running_mean" [id=96, type=nncf_model_const]; -"97 layer2.0.bn1.running_var" [id=97, type=nncf_model_const]; -"98 layer2/0/bn1/batch_norm/0" [id=98, type=batch_norm]; -"99 layer2/0/relu/relu_/0" [id=99, type=relu_]; -"100 layer2.0.conv2.weight" [id=100, type=nncf_model_const]; -"101 layer2/0/conv2/conv2d/0" [id=101, type=conv2d]; -"102 layer2.0.bn2.weight" [id=102, type=nncf_model_const]; -"103 layer2.0.bn2.bias" [id=103, type=nncf_model_const]; -"104 layer2.0.bn2.running_mean" [id=104, type=nncf_model_const]; -"105 layer2.0.bn2.running_var" [id=105, type=nncf_model_const]; -"106 layer2/0/bn2/batch_norm/0" [id=106, type=batch_norm]; -"107 layer2/0/relu/relu_/1" [id=107, type=relu_]; -"108 layer2.0.conv3.weight" [id=108, type=nncf_model_const]; -"109 layer2/0/conv3/conv2d/0" [id=109, type=conv2d]; -"110 layer2.0.bn3.weight" [id=110, type=nncf_model_const]; -"111 layer2.0.bn3.bias" [id=111, type=nncf_model_const]; -"112 layer2.0.bn3.running_mean" [id=112, type=nncf_model_const]; -"113 layer2.0.bn3.running_var" [id=113, type=nncf_model_const]; -"114 layer2/0/bn3/batch_norm/0" [id=114, type=batch_norm]; -"115 layer2.0.downsample.0.weight" [id=115, type=nncf_model_const]; -"116 layer2/0/downsample/0/conv2d/0" [id=116, type=conv2d]; -"117 layer2.0.downsample.1.weight" [id=117, type=nncf_model_const]; -"118 layer2.0.downsample.1.bias" [id=118, type=nncf_model_const]; -"119 layer2.0.downsample.1.running_mean" [id=119, type=nncf_model_const]; -"120 layer2.0.downsample.1.running_var" [id=120, type=nncf_model_const]; -"121 layer2/0/downsample/1/batch_norm/0" [id=121, type=batch_norm]; -"122 layer2/0/add_/0" [id=122, type=add_]; -"123 layer2/0/relu/relu_/2" [id=123, type=relu_]; -"124 layer2.1.conv1.weight" [id=124, type=nncf_model_const]; -"125 layer2/1/conv1/conv2d/0" [id=125, type=conv2d]; -"126 layer2.1.bn1.weight" [id=126, type=nncf_model_const]; -"127 layer2.1.bn1.bias" [id=127, type=nncf_model_const]; -"128 layer2.1.bn1.running_mean" [id=128, type=nncf_model_const]; -"129 layer2.1.bn1.running_var" [id=129, type=nncf_model_const]; -"130 layer2/1/bn1/batch_norm/0" [id=130, type=batch_norm]; -"131 layer2/1/relu/relu_/0" [id=131, type=relu_]; -"132 layer2.1.conv2.weight" [id=132, type=nncf_model_const]; -"133 layer2/1/conv2/conv2d/0" [id=133, type=conv2d]; -"134 layer2.1.bn2.weight" [id=134, type=nncf_model_const]; -"135 layer2.1.bn2.bias" [id=135, type=nncf_model_const]; -"136 layer2.1.bn2.running_mean" [id=136, type=nncf_model_const]; -"137 layer2.1.bn2.running_var" [id=137, type=nncf_model_const]; -"138 layer2/1/bn2/batch_norm/0" [id=138, type=batch_norm]; -"139 layer2/1/relu/relu_/1" [id=139, type=relu_]; -"140 layer2.1.conv3.weight" [id=140, type=nncf_model_const]; -"141 layer2/1/conv3/conv2d/0" [id=141, type=conv2d]; -"142 layer2.1.bn3.weight" [id=142, type=nncf_model_const]; -"143 layer2.1.bn3.bias" [id=143, type=nncf_model_const]; -"144 layer2.1.bn3.running_mean" [id=144, type=nncf_model_const]; -"145 layer2.1.bn3.running_var" [id=145, type=nncf_model_const]; -"146 layer2/1/bn3/batch_norm/0" [id=146, type=batch_norm]; -"147 layer2/1/add_/0" [id=147, type=add_]; -"148 layer2/1/relu/relu_/2" [id=148, type=relu_]; -"149 layer2.2.conv1.weight" [id=149, type=nncf_model_const]; -"150 layer2/2/conv1/conv2d/0" [id=150, type=conv2d]; -"151 layer2.2.bn1.weight" [id=151, type=nncf_model_const]; -"152 layer2.2.bn1.bias" [id=152, type=nncf_model_const]; -"153 layer2.2.bn1.running_mean" [id=153, type=nncf_model_const]; -"154 layer2.2.bn1.running_var" [id=154, type=nncf_model_const]; -"155 layer2/2/bn1/batch_norm/0" [id=155, type=batch_norm]; -"156 layer2/2/relu/relu_/0" [id=156, type=relu_]; -"157 layer2.2.conv2.weight" [id=157, type=nncf_model_const]; -"158 layer2/2/conv2/conv2d/0" [id=158, type=conv2d]; -"159 layer2.2.bn2.weight" [id=159, type=nncf_model_const]; -"160 layer2.2.bn2.bias" [id=160, type=nncf_model_const]; -"161 layer2.2.bn2.running_mean" [id=161, type=nncf_model_const]; -"162 layer2.2.bn2.running_var" [id=162, type=nncf_model_const]; -"163 layer2/2/bn2/batch_norm/0" [id=163, type=batch_norm]; -"164 layer2/2/relu/relu_/1" [id=164, type=relu_]; -"165 layer2.2.conv3.weight" [id=165, type=nncf_model_const]; -"166 layer2/2/conv3/conv2d/0" [id=166, type=conv2d]; -"167 layer2.2.bn3.weight" [id=167, type=nncf_model_const]; -"168 layer2.2.bn3.bias" [id=168, type=nncf_model_const]; -"169 layer2.2.bn3.running_mean" [id=169, type=nncf_model_const]; -"170 layer2.2.bn3.running_var" [id=170, type=nncf_model_const]; -"171 layer2/2/bn3/batch_norm/0" [id=171, type=batch_norm]; -"172 layer2/2/add_/0" [id=172, type=add_]; -"173 layer2/2/relu/relu_/2" [id=173, type=relu_]; -"174 layer2.3.conv1.weight" [id=174, type=nncf_model_const]; -"175 layer2/3/conv1/conv2d/0" [id=175, type=conv2d]; -"176 layer2.3.bn1.weight" [id=176, type=nncf_model_const]; -"177 layer2.3.bn1.bias" [id=177, type=nncf_model_const]; -"178 layer2.3.bn1.running_mean" [id=178, type=nncf_model_const]; -"179 layer2.3.bn1.running_var" [id=179, type=nncf_model_const]; -"180 layer2/3/bn1/batch_norm/0" [id=180, type=batch_norm]; -"181 layer2/3/relu/relu_/0" [id=181, type=relu_]; -"182 layer2.3.conv2.weight" [id=182, type=nncf_model_const]; -"183 layer2/3/conv2/conv2d/0" [id=183, type=conv2d]; -"184 layer2.3.bn2.weight" [id=184, type=nncf_model_const]; -"185 layer2.3.bn2.bias" [id=185, type=nncf_model_const]; -"186 layer2.3.bn2.running_mean" [id=186, type=nncf_model_const]; -"187 layer2.3.bn2.running_var" [id=187, type=nncf_model_const]; -"188 layer2/3/bn2/batch_norm/0" [id=188, type=batch_norm]; -"189 layer2/3/relu/relu_/1" [id=189, type=relu_]; -"190 layer2.3.conv3.weight" [id=190, type=nncf_model_const]; -"191 layer2/3/conv3/conv2d/0" [id=191, type=conv2d]; -"192 layer2.3.bn3.weight" [id=192, type=nncf_model_const]; -"193 layer2.3.bn3.bias" [id=193, type=nncf_model_const]; -"194 layer2.3.bn3.running_mean" [id=194, type=nncf_model_const]; -"195 layer2.3.bn3.running_var" [id=195, type=nncf_model_const]; -"196 layer2/3/bn3/batch_norm/0" [id=196, type=batch_norm]; -"197 layer2/3/add_/0" [id=197, type=add_]; -"198 layer2/3/relu/relu_/2" [id=198, type=relu_]; -"199 layer3.0.conv1.weight" [id=199, type=nncf_model_const]; -"200 layer3/0/conv1/conv2d/0" [id=200, type=conv2d]; -"201 layer3.0.bn1.weight" [id=201, type=nncf_model_const]; -"202 layer3.0.bn1.bias" [id=202, type=nncf_model_const]; -"203 layer3.0.bn1.running_mean" [id=203, type=nncf_model_const]; -"204 layer3.0.bn1.running_var" [id=204, type=nncf_model_const]; -"205 layer3/0/bn1/batch_norm/0" [id=205, type=batch_norm]; -"206 layer3/0/relu/relu_/0" [id=206, type=relu_]; -"207 layer3.0.conv2.weight" [id=207, type=nncf_model_const]; -"208 layer3/0/conv2/conv2d/0" [id=208, type=conv2d]; -"209 layer3.0.bn2.weight" [id=209, type=nncf_model_const]; -"210 layer3.0.bn2.bias" [id=210, type=nncf_model_const]; -"211 layer3.0.bn2.running_mean" [id=211, type=nncf_model_const]; -"212 layer3.0.bn2.running_var" [id=212, type=nncf_model_const]; -"213 layer3/0/bn2/batch_norm/0" [id=213, type=batch_norm]; -"214 layer3/0/relu/relu_/1" [id=214, type=relu_]; -"215 layer3.0.conv3.weight" [id=215, type=nncf_model_const]; -"216 layer3/0/conv3/conv2d/0" [id=216, type=conv2d]; -"217 layer3.0.bn3.weight" [id=217, type=nncf_model_const]; -"218 layer3.0.bn3.bias" [id=218, type=nncf_model_const]; -"219 layer3.0.bn3.running_mean" [id=219, type=nncf_model_const]; -"220 layer3.0.bn3.running_var" [id=220, type=nncf_model_const]; -"221 layer3/0/bn3/batch_norm/0" [id=221, type=batch_norm]; -"222 layer3.0.downsample.0.weight" [id=222, type=nncf_model_const]; -"223 layer3/0/downsample/0/conv2d/0" [id=223, type=conv2d]; -"224 layer3.0.downsample.1.weight" [id=224, type=nncf_model_const]; -"225 layer3.0.downsample.1.bias" [id=225, type=nncf_model_const]; -"226 layer3.0.downsample.1.running_mean" [id=226, type=nncf_model_const]; -"227 layer3.0.downsample.1.running_var" [id=227, type=nncf_model_const]; -"228 layer3/0/downsample/1/batch_norm/0" [id=228, type=batch_norm]; -"229 layer3/0/add_/0" [id=229, type=add_]; -"230 layer3/0/relu/relu_/2" [id=230, type=relu_]; -"231 layer3.1.conv1.weight" [id=231, type=nncf_model_const]; -"232 layer3/1/conv1/conv2d/0" [id=232, type=conv2d]; -"233 layer3.1.bn1.weight" [id=233, type=nncf_model_const]; -"234 layer3.1.bn1.bias" [id=234, type=nncf_model_const]; -"235 layer3.1.bn1.running_mean" [id=235, type=nncf_model_const]; -"236 layer3.1.bn1.running_var" [id=236, type=nncf_model_const]; -"237 layer3/1/bn1/batch_norm/0" [id=237, type=batch_norm]; -"238 layer3/1/relu/relu_/0" [id=238, type=relu_]; -"239 layer3.1.conv2.weight" [id=239, type=nncf_model_const]; -"240 layer3/1/conv2/conv2d/0" [id=240, type=conv2d]; -"241 layer3.1.bn2.weight" [id=241, type=nncf_model_const]; -"242 layer3.1.bn2.bias" [id=242, type=nncf_model_const]; -"243 layer3.1.bn2.running_mean" [id=243, type=nncf_model_const]; -"244 layer3.1.bn2.running_var" [id=244, type=nncf_model_const]; -"245 layer3/1/bn2/batch_norm/0" [id=245, type=batch_norm]; -"246 layer3/1/relu/relu_/1" [id=246, type=relu_]; -"247 layer3.1.conv3.weight" [id=247, type=nncf_model_const]; -"248 layer3/1/conv3/conv2d/0" [id=248, type=conv2d]; -"249 layer3.1.bn3.weight" [id=249, type=nncf_model_const]; -"250 layer3.1.bn3.bias" [id=250, type=nncf_model_const]; -"251 layer3.1.bn3.running_mean" [id=251, type=nncf_model_const]; -"252 layer3.1.bn3.running_var" [id=252, type=nncf_model_const]; -"253 layer3/1/bn3/batch_norm/0" [id=253, type=batch_norm]; -"254 layer3/1/add_/0" [id=254, type=add_]; -"255 layer3/1/relu/relu_/2" [id=255, type=relu_]; -"256 layer3.2.conv1.weight" [id=256, type=nncf_model_const]; -"257 layer3/2/conv1/conv2d/0" [id=257, type=conv2d]; -"258 layer3.2.bn1.weight" [id=258, type=nncf_model_const]; -"259 layer3.2.bn1.bias" [id=259, type=nncf_model_const]; -"260 layer3.2.bn1.running_mean" [id=260, type=nncf_model_const]; -"261 layer3.2.bn1.running_var" [id=261, type=nncf_model_const]; -"262 layer3/2/bn1/batch_norm/0" [id=262, type=batch_norm]; -"263 layer3/2/relu/relu_/0" [id=263, type=relu_]; -"264 layer3.2.conv2.weight" [id=264, type=nncf_model_const]; -"265 layer3/2/conv2/conv2d/0" [id=265, type=conv2d]; -"266 layer3.2.bn2.weight" [id=266, type=nncf_model_const]; -"267 layer3.2.bn2.bias" [id=267, type=nncf_model_const]; -"268 layer3.2.bn2.running_mean" [id=268, type=nncf_model_const]; -"269 layer3.2.bn2.running_var" [id=269, type=nncf_model_const]; -"270 layer3/2/bn2/batch_norm/0" [id=270, type=batch_norm]; -"271 layer3/2/relu/relu_/1" [id=271, type=relu_]; -"272 layer3.2.conv3.weight" [id=272, type=nncf_model_const]; -"273 layer3/2/conv3/conv2d/0" [id=273, type=conv2d]; -"274 layer3.2.bn3.weight" [id=274, type=nncf_model_const]; -"275 layer3.2.bn3.bias" [id=275, type=nncf_model_const]; -"276 layer3.2.bn3.running_mean" [id=276, type=nncf_model_const]; -"277 layer3.2.bn3.running_var" [id=277, type=nncf_model_const]; -"278 layer3/2/bn3/batch_norm/0" [id=278, type=batch_norm]; -"279 layer3/2/add_/0" [id=279, type=add_]; -"280 layer3/2/relu/relu_/2" [id=280, type=relu_]; -"281 layer3.3.conv1.weight" [id=281, type=nncf_model_const]; -"282 layer3/3/conv1/conv2d/0" [id=282, type=conv2d]; -"283 layer3.3.bn1.weight" [id=283, type=nncf_model_const]; -"284 layer3.3.bn1.bias" [id=284, type=nncf_model_const]; -"285 layer3.3.bn1.running_mean" [id=285, type=nncf_model_const]; -"286 layer3.3.bn1.running_var" [id=286, type=nncf_model_const]; -"287 layer3/3/bn1/batch_norm/0" [id=287, type=batch_norm]; -"288 layer3/3/relu/relu_/0" [id=288, type=relu_]; -"289 layer3.3.conv2.weight" [id=289, type=nncf_model_const]; -"290 layer3/3/conv2/conv2d/0" [id=290, type=conv2d]; -"291 layer3.3.bn2.weight" [id=291, type=nncf_model_const]; -"292 layer3.3.bn2.bias" [id=292, type=nncf_model_const]; -"293 layer3.3.bn2.running_mean" [id=293, type=nncf_model_const]; -"294 layer3.3.bn2.running_var" [id=294, type=nncf_model_const]; -"295 layer3/3/bn2/batch_norm/0" [id=295, type=batch_norm]; -"296 layer3/3/relu/relu_/1" [id=296, type=relu_]; -"297 layer3.3.conv3.weight" [id=297, type=nncf_model_const]; -"298 layer3/3/conv3/conv2d/0" [id=298, type=conv2d]; -"299 layer3.3.bn3.weight" [id=299, type=nncf_model_const]; -"300 layer3.3.bn3.bias" [id=300, type=nncf_model_const]; -"301 layer3.3.bn3.running_mean" [id=301, type=nncf_model_const]; -"302 layer3.3.bn3.running_var" [id=302, type=nncf_model_const]; -"303 layer3/3/bn3/batch_norm/0" [id=303, type=batch_norm]; -"304 layer3/3/add_/0" [id=304, type=add_]; -"305 layer3/3/relu/relu_/2" [id=305, type=relu_]; -"306 layer3.4.conv1.weight" [id=306, type=nncf_model_const]; -"307 layer3/4/conv1/conv2d/0" [id=307, type=conv2d]; -"308 layer3.4.bn1.weight" [id=308, type=nncf_model_const]; -"309 layer3.4.bn1.bias" [id=309, type=nncf_model_const]; -"310 layer3.4.bn1.running_mean" [id=310, type=nncf_model_const]; -"311 layer3.4.bn1.running_var" [id=311, type=nncf_model_const]; -"312 layer3/4/bn1/batch_norm/0" [id=312, type=batch_norm]; -"313 layer3/4/relu/relu_/0" [id=313, type=relu_]; -"314 layer3.4.conv2.weight" [id=314, type=nncf_model_const]; -"315 layer3/4/conv2/conv2d/0" [id=315, type=conv2d]; -"316 layer3.4.bn2.weight" [id=316, type=nncf_model_const]; -"317 layer3.4.bn2.bias" [id=317, type=nncf_model_const]; -"318 layer3.4.bn2.running_mean" [id=318, type=nncf_model_const]; -"319 layer3.4.bn2.running_var" [id=319, type=nncf_model_const]; -"320 layer3/4/bn2/batch_norm/0" [id=320, type=batch_norm]; -"321 layer3/4/relu/relu_/1" [id=321, type=relu_]; -"322 layer3.4.conv3.weight" [id=322, type=nncf_model_const]; -"323 layer3/4/conv3/conv2d/0" [id=323, type=conv2d]; -"324 layer3.4.bn3.weight" [id=324, type=nncf_model_const]; -"325 layer3.4.bn3.bias" [id=325, type=nncf_model_const]; -"326 layer3.4.bn3.running_mean" [id=326, type=nncf_model_const]; -"327 layer3.4.bn3.running_var" [id=327, type=nncf_model_const]; -"328 layer3/4/bn3/batch_norm/0" [id=328, type=batch_norm]; -"329 layer3/4/add_/0" [id=329, type=add_]; -"330 layer3/4/relu/relu_/2" [id=330, type=relu_]; -"331 layer3.5.conv1.weight" [id=331, type=nncf_model_const]; -"332 layer3/5/conv1/conv2d/0" [id=332, type=conv2d]; -"333 layer3.5.bn1.weight" [id=333, type=nncf_model_const]; -"334 layer3.5.bn1.bias" [id=334, type=nncf_model_const]; -"335 layer3.5.bn1.running_mean" [id=335, type=nncf_model_const]; -"336 layer3.5.bn1.running_var" [id=336, type=nncf_model_const]; -"337 layer3/5/bn1/batch_norm/0" [id=337, type=batch_norm]; -"338 layer3/5/relu/relu_/0" [id=338, type=relu_]; -"339 layer3.5.conv2.weight" [id=339, type=nncf_model_const]; -"340 layer3/5/conv2/conv2d/0" [id=340, type=conv2d]; -"341 layer3.5.bn2.weight" [id=341, type=nncf_model_const]; -"342 layer3.5.bn2.bias" [id=342, type=nncf_model_const]; -"343 layer3.5.bn2.running_mean" [id=343, type=nncf_model_const]; -"344 layer3.5.bn2.running_var" [id=344, type=nncf_model_const]; -"345 layer3/5/bn2/batch_norm/0" [id=345, type=batch_norm]; -"346 layer3/5/relu/relu_/1" [id=346, type=relu_]; -"347 layer3.5.conv3.weight" [id=347, type=nncf_model_const]; -"348 layer3/5/conv3/conv2d/0" [id=348, type=conv2d]; -"349 layer3.5.bn3.weight" [id=349, type=nncf_model_const]; -"350 layer3.5.bn3.bias" [id=350, type=nncf_model_const]; -"351 layer3.5.bn3.running_mean" [id=351, type=nncf_model_const]; -"352 layer3.5.bn3.running_var" [id=352, type=nncf_model_const]; -"353 layer3/5/bn3/batch_norm/0" [id=353, type=batch_norm]; -"354 layer3/5/add_/0" [id=354, type=add_]; -"355 layer3/5/relu/relu_/2" [id=355, type=relu_]; -"356 layer4.0.conv1.weight" [id=356, type=nncf_model_const]; -"357 layer4/0/conv1/conv2d/0" [id=357, type=conv2d]; -"358 layer4.0.bn1.weight" [id=358, type=nncf_model_const]; -"359 layer4.0.bn1.bias" [id=359, type=nncf_model_const]; -"360 layer4.0.bn1.running_mean" [id=360, type=nncf_model_const]; -"361 layer4.0.bn1.running_var" [id=361, type=nncf_model_const]; -"362 layer4/0/bn1/batch_norm/0" [id=362, type=batch_norm]; -"363 layer4/0/relu/relu_/0" [id=363, type=relu_]; -"364 layer4.0.conv2.weight" [id=364, type=nncf_model_const]; -"365 layer4/0/conv2/conv2d/0" [id=365, type=conv2d]; -"366 layer4.0.bn2.weight" [id=366, type=nncf_model_const]; -"367 layer4.0.bn2.bias" [id=367, type=nncf_model_const]; -"368 layer4.0.bn2.running_mean" [id=368, type=nncf_model_const]; -"369 layer4.0.bn2.running_var" [id=369, type=nncf_model_const]; -"370 layer4/0/bn2/batch_norm/0" [id=370, type=batch_norm]; -"371 layer4/0/relu/relu_/1" [id=371, type=relu_]; -"372 layer4.0.conv3.weight" [id=372, type=nncf_model_const]; -"373 layer4/0/conv3/conv2d/0" [id=373, type=conv2d]; -"374 layer4.0.bn3.weight" [id=374, type=nncf_model_const]; -"375 layer4.0.bn3.bias" [id=375, type=nncf_model_const]; -"376 layer4.0.bn3.running_mean" [id=376, type=nncf_model_const]; -"377 layer4.0.bn3.running_var" [id=377, type=nncf_model_const]; -"378 layer4/0/bn3/batch_norm/0" [id=378, type=batch_norm]; -"379 layer4.0.downsample.0.weight" [id=379, type=nncf_model_const]; -"380 layer4/0/downsample/0/conv2d/0" [id=380, type=conv2d]; -"381 layer4.0.downsample.1.weight" [id=381, type=nncf_model_const]; -"382 layer4.0.downsample.1.bias" [id=382, type=nncf_model_const]; -"383 layer4.0.downsample.1.running_mean" [id=383, type=nncf_model_const]; -"384 layer4.0.downsample.1.running_var" [id=384, type=nncf_model_const]; -"385 layer4/0/downsample/1/batch_norm/0" [id=385, type=batch_norm]; -"386 layer4/0/add_/0" [id=386, type=add_]; -"387 layer4/0/relu/relu_/2" [id=387, type=relu_]; -"388 layer4.1.conv1.weight" [id=388, type=nncf_model_const]; -"389 layer4/1/conv1/conv2d/0" [id=389, type=conv2d]; -"390 layer4.1.bn1.weight" [id=390, type=nncf_model_const]; -"391 layer4.1.bn1.bias" [id=391, type=nncf_model_const]; -"392 layer4.1.bn1.running_mean" [id=392, type=nncf_model_const]; -"393 layer4.1.bn1.running_var" [id=393, type=nncf_model_const]; -"394 layer4/1/bn1/batch_norm/0" [id=394, type=batch_norm]; -"395 layer4/1/relu/relu_/0" [id=395, type=relu_]; -"396 layer4.1.conv2.weight" [id=396, type=nncf_model_const]; -"397 layer4/1/conv2/conv2d/0" [id=397, type=conv2d]; -"398 layer4.1.bn2.weight" [id=398, type=nncf_model_const]; -"399 layer4.1.bn2.bias" [id=399, type=nncf_model_const]; -"400 layer4.1.bn2.running_mean" [id=400, type=nncf_model_const]; -"401 layer4.1.bn2.running_var" [id=401, type=nncf_model_const]; -"402 layer4/1/bn2/batch_norm/0" [id=402, type=batch_norm]; -"403 layer4/1/relu/relu_/1" [id=403, type=relu_]; -"404 layer4.1.conv3.weight" [id=404, type=nncf_model_const]; -"405 layer4/1/conv3/conv2d/0" [id=405, type=conv2d]; -"406 layer4.1.bn3.weight" [id=406, type=nncf_model_const]; -"407 layer4.1.bn3.bias" [id=407, type=nncf_model_const]; -"408 layer4.1.bn3.running_mean" [id=408, type=nncf_model_const]; -"409 layer4.1.bn3.running_var" [id=409, type=nncf_model_const]; -"410 layer4/1/bn3/batch_norm/0" [id=410, type=batch_norm]; -"411 layer4/1/add_/0" [id=411, type=add_]; -"412 layer4/1/relu/relu_/2" [id=412, type=relu_]; -"413 layer4.2.conv1.weight" [id=413, type=nncf_model_const]; -"414 layer4/2/conv1/conv2d/0" [id=414, type=conv2d]; -"415 layer4.2.bn1.weight" [id=415, type=nncf_model_const]; -"416 layer4.2.bn1.bias" [id=416, type=nncf_model_const]; -"417 layer4.2.bn1.running_mean" [id=417, type=nncf_model_const]; -"418 layer4.2.bn1.running_var" [id=418, type=nncf_model_const]; -"419 layer4/2/bn1/batch_norm/0" [id=419, type=batch_norm]; -"420 layer4/2/relu/relu_/0" [id=420, type=relu_]; -"421 layer4.2.conv2.weight" [id=421, type=nncf_model_const]; -"422 layer4/2/conv2/conv2d/0" [id=422, type=conv2d]; -"423 layer4.2.bn2.weight" [id=423, type=nncf_model_const]; -"424 layer4.2.bn2.bias" [id=424, type=nncf_model_const]; -"425 layer4.2.bn2.running_mean" [id=425, type=nncf_model_const]; -"426 layer4.2.bn2.running_var" [id=426, type=nncf_model_const]; -"427 layer4/2/bn2/batch_norm/0" [id=427, type=batch_norm]; -"428 layer4/2/relu/relu_/1" [id=428, type=relu_]; -"429 layer4.2.conv3.weight" [id=429, type=nncf_model_const]; -"430 layer4/2/conv3/conv2d/0" [id=430, type=conv2d]; -"431 layer4.2.bn3.weight" [id=431, type=nncf_model_const]; -"432 layer4.2.bn3.bias" [id=432, type=nncf_model_const]; -"433 layer4.2.bn3.running_mean" [id=433, type=nncf_model_const]; -"434 layer4.2.bn3.running_var" [id=434, type=nncf_model_const]; -"435 layer4/2/bn3/batch_norm/0" [id=435, type=batch_norm]; -"436 layer4/2/add_/0" [id=436, type=add_]; -"437 layer4/2/relu/relu_/2" [id=437, type=relu_]; -"438 avgpool/adaptive_avg_pool2d/0" [id=438, type=adaptive_avg_pool2d]; -"439 /flatten/0" [id=439, type=flatten]; -"440 fc.weight" [id=440, type=nncf_model_const]; -"441 fc.bias" [id=441, type=nncf_model_const]; -"442 fc/linear/0" [id=442, type=linear]; -"443 output" [id=443, type=nncf_model_output]; -"0 x" -> "2 conv1/conv2d/0" [label="(1, 3, 64, 64)", style=solid]; -"1 conv1.weight" -> "2 conv1/conv2d/0" [label="(64, 3, 7, 7)", style=solid]; -"2 conv1/conv2d/0" -> "7 bn1/batch_norm/0" [label="(1, 64, 32, 32)", style=solid]; -"3 bn1.weight" -> "7 bn1/batch_norm/0" [label="(64,)", style=solid]; -"4 bn1.bias" -> "7 bn1/batch_norm/0" [label="(64,)", style=solid]; -"5 bn1.running_mean" -> "7 bn1/batch_norm/0" [label="(64,)", style=solid]; -"6 bn1.running_var" -> "7 bn1/batch_norm/0" [label="(64,)", style=solid]; -"7 bn1/batch_norm/0" -> "8 relu/relu_/0" [label="(1, 64, 32, 32)", style=solid]; -"8 relu/relu_/0" -> "9 maxpool/max_pool2d/0" [label="(1, 64, 32, 32)", style=solid]; -"9 maxpool/max_pool2d/0" -> "11 layer1/0/conv1/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"9 maxpool/max_pool2d/0" -> "34 layer1/0/downsample/0/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"10 layer1.0.conv1.weight" -> "11 layer1/0/conv1/conv2d/0" [label="(128, 64, 1, 1)", style=solid]; -"11 layer1/0/conv1/conv2d/0" -> "16 layer1/0/bn1/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"12 layer1.0.bn1.weight" -> "16 layer1/0/bn1/batch_norm/0" [label="(128,)", style=solid]; -"13 layer1.0.bn1.bias" -> "16 layer1/0/bn1/batch_norm/0" [label="(128,)", style=solid]; -"14 layer1.0.bn1.running_mean" -> "16 layer1/0/bn1/batch_norm/0" [label="(128,)", style=solid]; -"15 layer1.0.bn1.running_var" -> "16 layer1/0/bn1/batch_norm/0" [label="(128,)", style=solid]; -"16 layer1/0/bn1/batch_norm/0" -> "17 layer1/0/relu/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"17 layer1/0/relu/relu_/0" -> "19 layer1/0/conv2/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"18 layer1.0.conv2.weight" -> "19 layer1/0/conv2/conv2d/0" [label="(128, 4, 3, 3)", style=solid]; -"19 layer1/0/conv2/conv2d/0" -> "24 layer1/0/bn2/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"20 layer1.0.bn2.weight" -> "24 layer1/0/bn2/batch_norm/0" [label="(128,)", style=solid]; -"21 layer1.0.bn2.bias" -> "24 layer1/0/bn2/batch_norm/0" [label="(128,)", style=solid]; -"22 layer1.0.bn2.running_mean" -> "24 layer1/0/bn2/batch_norm/0" [label="(128,)", style=solid]; -"23 layer1.0.bn2.running_var" -> "24 layer1/0/bn2/batch_norm/0" [label="(128,)", style=solid]; -"24 layer1/0/bn2/batch_norm/0" -> "25 layer1/0/relu/relu_/1" [label="(1, 128, 16, 16)", style=solid]; -"25 layer1/0/relu/relu_/1" -> "27 layer1/0/conv3/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"26 layer1.0.conv3.weight" -> "27 layer1/0/conv3/conv2d/0" [label="(256, 128, 1, 1)", style=solid]; -"27 layer1/0/conv3/conv2d/0" -> "32 layer1/0/bn3/batch_norm/0" [label="(1, 256, 16, 16)", style=solid]; -"28 layer1.0.bn3.weight" -> "32 layer1/0/bn3/batch_norm/0" [label="(256,)", style=solid]; -"29 layer1.0.bn3.bias" -> "32 layer1/0/bn3/batch_norm/0" [label="(256,)", style=solid]; -"30 layer1.0.bn3.running_mean" -> "32 layer1/0/bn3/batch_norm/0" [label="(256,)", style=solid]; -"31 layer1.0.bn3.running_var" -> "32 layer1/0/bn3/batch_norm/0" [label="(256,)", style=solid]; -"32 layer1/0/bn3/batch_norm/0" -> "40 layer1/0/add_/0" [label="(1, 256, 16, 16)", style=solid]; -"33 layer1.0.downsample.0.weight" -> "34 layer1/0/downsample/0/conv2d/0" [label="(256, 64, 1, 1)", style=solid]; -"34 layer1/0/downsample/0/conv2d/0" -> "39 layer1/0/downsample/1/batch_norm/0" [label="(1, 256, 16, 16)", style=solid]; -"35 layer1.0.downsample.1.weight" -> "39 layer1/0/downsample/1/batch_norm/0" [label="(256,)", style=solid]; -"36 layer1.0.downsample.1.bias" -> "39 layer1/0/downsample/1/batch_norm/0" [label="(256,)", style=solid]; -"37 layer1.0.downsample.1.running_mean" -> "39 layer1/0/downsample/1/batch_norm/0" [label="(256,)", style=solid]; -"38 layer1.0.downsample.1.running_var" -> "39 layer1/0/downsample/1/batch_norm/0" [label="(256,)", style=solid]; -"39 layer1/0/downsample/1/batch_norm/0" -> "40 layer1/0/add_/0" [label="(1, 256, 16, 16)", style=solid]; -"40 layer1/0/add_/0" -> "41 layer1/0/relu/relu_/2" [label="(1, 256, 16, 16)", style=solid]; -"41 layer1/0/relu/relu_/2" -> "43 layer1/1/conv1/conv2d/0" [label="(1, 256, 16, 16)", style=solid]; -"41 layer1/0/relu/relu_/2" -> "65 layer1/1/add_/0" [label="(1, 256, 16, 16)", style=solid]; -"42 layer1.1.conv1.weight" -> "43 layer1/1/conv1/conv2d/0" [label="(128, 256, 1, 1)", style=solid]; -"43 layer1/1/conv1/conv2d/0" -> "48 layer1/1/bn1/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"44 layer1.1.bn1.weight" -> "48 layer1/1/bn1/batch_norm/0" [label="(128,)", style=solid]; -"45 layer1.1.bn1.bias" -> "48 layer1/1/bn1/batch_norm/0" [label="(128,)", style=solid]; -"46 layer1.1.bn1.running_mean" -> "48 layer1/1/bn1/batch_norm/0" [label="(128,)", style=solid]; -"47 layer1.1.bn1.running_var" -> "48 layer1/1/bn1/batch_norm/0" [label="(128,)", style=solid]; -"48 layer1/1/bn1/batch_norm/0" -> "49 layer1/1/relu/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"49 layer1/1/relu/relu_/0" -> "51 layer1/1/conv2/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"50 layer1.1.conv2.weight" -> "51 layer1/1/conv2/conv2d/0" [label="(128, 4, 3, 3)", style=solid]; -"51 layer1/1/conv2/conv2d/0" -> "56 layer1/1/bn2/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"52 layer1.1.bn2.weight" -> "56 layer1/1/bn2/batch_norm/0" [label="(128,)", style=solid]; -"53 layer1.1.bn2.bias" -> "56 layer1/1/bn2/batch_norm/0" [label="(128,)", style=solid]; -"54 layer1.1.bn2.running_mean" -> "56 layer1/1/bn2/batch_norm/0" [label="(128,)", style=solid]; -"55 layer1.1.bn2.running_var" -> "56 layer1/1/bn2/batch_norm/0" [label="(128,)", style=solid]; -"56 layer1/1/bn2/batch_norm/0" -> "57 layer1/1/relu/relu_/1" [label="(1, 128, 16, 16)", style=solid]; -"57 layer1/1/relu/relu_/1" -> "59 layer1/1/conv3/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"58 layer1.1.conv3.weight" -> "59 layer1/1/conv3/conv2d/0" [label="(256, 128, 1, 1)", style=solid]; -"59 layer1/1/conv3/conv2d/0" -> "64 layer1/1/bn3/batch_norm/0" [label="(1, 256, 16, 16)", style=solid]; -"60 layer1.1.bn3.weight" -> "64 layer1/1/bn3/batch_norm/0" [label="(256,)", style=solid]; -"61 layer1.1.bn3.bias" -> "64 layer1/1/bn3/batch_norm/0" [label="(256,)", style=solid]; -"62 layer1.1.bn3.running_mean" -> "64 layer1/1/bn3/batch_norm/0" [label="(256,)", style=solid]; -"63 layer1.1.bn3.running_var" -> "64 layer1/1/bn3/batch_norm/0" [label="(256,)", style=solid]; -"64 layer1/1/bn3/batch_norm/0" -> "65 layer1/1/add_/0" [label="(1, 256, 16, 16)", style=solid]; -"65 layer1/1/add_/0" -> "66 layer1/1/relu/relu_/2" [label="(1, 256, 16, 16)", style=solid]; -"66 layer1/1/relu/relu_/2" -> "68 layer1/2/conv1/conv2d/0" [label="(1, 256, 16, 16)", style=solid]; -"66 layer1/1/relu/relu_/2" -> "90 layer1/2/add_/0" [label="(1, 256, 16, 16)", style=solid]; -"67 layer1.2.conv1.weight" -> "68 layer1/2/conv1/conv2d/0" [label="(128, 256, 1, 1)", style=solid]; -"68 layer1/2/conv1/conv2d/0" -> "73 layer1/2/bn1/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"69 layer1.2.bn1.weight" -> "73 layer1/2/bn1/batch_norm/0" [label="(128,)", style=solid]; -"70 layer1.2.bn1.bias" -> "73 layer1/2/bn1/batch_norm/0" [label="(128,)", style=solid]; -"71 layer1.2.bn1.running_mean" -> "73 layer1/2/bn1/batch_norm/0" [label="(128,)", style=solid]; -"72 layer1.2.bn1.running_var" -> "73 layer1/2/bn1/batch_norm/0" [label="(128,)", style=solid]; -"73 layer1/2/bn1/batch_norm/0" -> "74 layer1/2/relu/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"74 layer1/2/relu/relu_/0" -> "76 layer1/2/conv2/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"75 layer1.2.conv2.weight" -> "76 layer1/2/conv2/conv2d/0" [label="(128, 4, 3, 3)", style=solid]; -"76 layer1/2/conv2/conv2d/0" -> "81 layer1/2/bn2/batch_norm/0" [label="(1, 128, 16, 16)", style=solid]; -"77 layer1.2.bn2.weight" -> "81 layer1/2/bn2/batch_norm/0" [label="(128,)", style=solid]; -"78 layer1.2.bn2.bias" -> "81 layer1/2/bn2/batch_norm/0" [label="(128,)", style=solid]; -"79 layer1.2.bn2.running_mean" -> "81 layer1/2/bn2/batch_norm/0" [label="(128,)", style=solid]; -"80 layer1.2.bn2.running_var" -> "81 layer1/2/bn2/batch_norm/0" [label="(128,)", style=solid]; -"81 layer1/2/bn2/batch_norm/0" -> "82 layer1/2/relu/relu_/1" [label="(1, 128, 16, 16)", style=solid]; -"82 layer1/2/relu/relu_/1" -> "84 layer1/2/conv3/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"83 layer1.2.conv3.weight" -> "84 layer1/2/conv3/conv2d/0" [label="(256, 128, 1, 1)", style=solid]; -"84 layer1/2/conv3/conv2d/0" -> "89 layer1/2/bn3/batch_norm/0" [label="(1, 256, 16, 16)", style=solid]; -"85 layer1.2.bn3.weight" -> "89 layer1/2/bn3/batch_norm/0" [label="(256,)", style=solid]; -"86 layer1.2.bn3.bias" -> "89 layer1/2/bn3/batch_norm/0" [label="(256,)", style=solid]; -"87 layer1.2.bn3.running_mean" -> "89 layer1/2/bn3/batch_norm/0" [label="(256,)", style=solid]; -"88 layer1.2.bn3.running_var" -> "89 layer1/2/bn3/batch_norm/0" [label="(256,)", style=solid]; -"89 layer1/2/bn3/batch_norm/0" -> "90 layer1/2/add_/0" [label="(1, 256, 16, 16)", style=solid]; -"90 layer1/2/add_/0" -> "91 layer1/2/relu/relu_/2" [label="(1, 256, 16, 16)", style=solid]; -"91 layer1/2/relu/relu_/2" -> "93 layer2/0/conv1/conv2d/0" [label="(1, 256, 16, 16)", style=solid]; -"91 layer1/2/relu/relu_/2" -> "116 layer2/0/downsample/0/conv2d/0" [label="(1, 256, 16, 16)", style=solid]; -"92 layer2.0.conv1.weight" -> "93 layer2/0/conv1/conv2d/0" [label="(256, 256, 1, 1)", style=solid]; -"93 layer2/0/conv1/conv2d/0" -> "98 layer2/0/bn1/batch_norm/0" [label="(1, 256, 16, 16)", style=solid]; -"94 layer2.0.bn1.weight" -> "98 layer2/0/bn1/batch_norm/0" [label="(256,)", style=solid]; -"95 layer2.0.bn1.bias" -> "98 layer2/0/bn1/batch_norm/0" [label="(256,)", style=solid]; -"96 layer2.0.bn1.running_mean" -> "98 layer2/0/bn1/batch_norm/0" [label="(256,)", style=solid]; -"97 layer2.0.bn1.running_var" -> "98 layer2/0/bn1/batch_norm/0" [label="(256,)", style=solid]; -"98 layer2/0/bn1/batch_norm/0" -> "99 layer2/0/relu/relu_/0" [label="(1, 256, 16, 16)", style=solid]; -"99 layer2/0/relu/relu_/0" -> "101 layer2/0/conv2/conv2d/0" [label="(1, 256, 16, 16)", style=solid]; -"100 layer2.0.conv2.weight" -> "101 layer2/0/conv2/conv2d/0" [label="(256, 8, 3, 3)", style=solid]; -"101 layer2/0/conv2/conv2d/0" -> "106 layer2/0/bn2/batch_norm/0" [label="(1, 256, 8, 8)", style=solid]; -"102 layer2.0.bn2.weight" -> "106 layer2/0/bn2/batch_norm/0" [label="(256,)", style=solid]; -"103 layer2.0.bn2.bias" -> "106 layer2/0/bn2/batch_norm/0" [label="(256,)", style=solid]; -"104 layer2.0.bn2.running_mean" -> "106 layer2/0/bn2/batch_norm/0" [label="(256,)", style=solid]; -"105 layer2.0.bn2.running_var" -> "106 layer2/0/bn2/batch_norm/0" [label="(256,)", style=solid]; -"106 layer2/0/bn2/batch_norm/0" -> "107 layer2/0/relu/relu_/1" [label="(1, 256, 8, 8)", style=solid]; -"107 layer2/0/relu/relu_/1" -> "109 layer2/0/conv3/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"108 layer2.0.conv3.weight" -> "109 layer2/0/conv3/conv2d/0" [label="(512, 256, 1, 1)", style=solid]; -"109 layer2/0/conv3/conv2d/0" -> "114 layer2/0/bn3/batch_norm/0" [label="(1, 512, 8, 8)", style=solid]; -"110 layer2.0.bn3.weight" -> "114 layer2/0/bn3/batch_norm/0" [label="(512,)", style=solid]; -"111 layer2.0.bn3.bias" -> "114 layer2/0/bn3/batch_norm/0" [label="(512,)", style=solid]; -"112 layer2.0.bn3.running_mean" -> "114 layer2/0/bn3/batch_norm/0" [label="(512,)", style=solid]; -"113 layer2.0.bn3.running_var" -> "114 layer2/0/bn3/batch_norm/0" [label="(512,)", style=solid]; -"114 layer2/0/bn3/batch_norm/0" -> "122 layer2/0/add_/0" [label="(1, 512, 8, 8)", style=solid]; -"115 layer2.0.downsample.0.weight" -> "116 layer2/0/downsample/0/conv2d/0" [label="(512, 256, 1, 1)", style=solid]; -"116 layer2/0/downsample/0/conv2d/0" -> "121 layer2/0/downsample/1/batch_norm/0" [label="(1, 512, 8, 8)", style=solid]; -"117 layer2.0.downsample.1.weight" -> "121 layer2/0/downsample/1/batch_norm/0" [label="(512,)", style=solid]; -"118 layer2.0.downsample.1.bias" -> "121 layer2/0/downsample/1/batch_norm/0" [label="(512,)", style=solid]; -"119 layer2.0.downsample.1.running_mean" -> "121 layer2/0/downsample/1/batch_norm/0" [label="(512,)", style=solid]; -"120 layer2.0.downsample.1.running_var" -> "121 layer2/0/downsample/1/batch_norm/0" [label="(512,)", style=solid]; -"121 layer2/0/downsample/1/batch_norm/0" -> "122 layer2/0/add_/0" [label="(1, 512, 8, 8)", style=solid]; -"122 layer2/0/add_/0" -> "123 layer2/0/relu/relu_/2" [label="(1, 512, 8, 8)", style=solid]; -"123 layer2/0/relu/relu_/2" -> "125 layer2/1/conv1/conv2d/0" [label="(1, 512, 8, 8)", style=solid]; -"123 layer2/0/relu/relu_/2" -> "147 layer2/1/add_/0" [label="(1, 512, 8, 8)", style=solid]; -"124 layer2.1.conv1.weight" -> "125 layer2/1/conv1/conv2d/0" [label="(256, 512, 1, 1)", style=solid]; -"125 layer2/1/conv1/conv2d/0" -> "130 layer2/1/bn1/batch_norm/0" [label="(1, 256, 8, 8)", style=solid]; -"126 layer2.1.bn1.weight" -> "130 layer2/1/bn1/batch_norm/0" [label="(256,)", style=solid]; -"127 layer2.1.bn1.bias" -> "130 layer2/1/bn1/batch_norm/0" [label="(256,)", style=solid]; -"128 layer2.1.bn1.running_mean" -> "130 layer2/1/bn1/batch_norm/0" [label="(256,)", style=solid]; -"129 layer2.1.bn1.running_var" -> "130 layer2/1/bn1/batch_norm/0" [label="(256,)", style=solid]; -"130 layer2/1/bn1/batch_norm/0" -> "131 layer2/1/relu/relu_/0" [label="(1, 256, 8, 8)", style=solid]; -"131 layer2/1/relu/relu_/0" -> "133 layer2/1/conv2/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"132 layer2.1.conv2.weight" -> "133 layer2/1/conv2/conv2d/0" [label="(256, 8, 3, 3)", style=solid]; -"133 layer2/1/conv2/conv2d/0" -> "138 layer2/1/bn2/batch_norm/0" [label="(1, 256, 8, 8)", style=solid]; -"134 layer2.1.bn2.weight" -> "138 layer2/1/bn2/batch_norm/0" [label="(256,)", style=solid]; -"135 layer2.1.bn2.bias" -> "138 layer2/1/bn2/batch_norm/0" [label="(256,)", style=solid]; -"136 layer2.1.bn2.running_mean" -> "138 layer2/1/bn2/batch_norm/0" [label="(256,)", style=solid]; -"137 layer2.1.bn2.running_var" -> "138 layer2/1/bn2/batch_norm/0" [label="(256,)", style=solid]; -"138 layer2/1/bn2/batch_norm/0" -> "139 layer2/1/relu/relu_/1" [label="(1, 256, 8, 8)", style=solid]; -"139 layer2/1/relu/relu_/1" -> "141 layer2/1/conv3/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"140 layer2.1.conv3.weight" -> "141 layer2/1/conv3/conv2d/0" [label="(512, 256, 1, 1)", style=solid]; -"141 layer2/1/conv3/conv2d/0" -> "146 layer2/1/bn3/batch_norm/0" [label="(1, 512, 8, 8)", style=solid]; -"142 layer2.1.bn3.weight" -> "146 layer2/1/bn3/batch_norm/0" [label="(512,)", style=solid]; -"143 layer2.1.bn3.bias" -> "146 layer2/1/bn3/batch_norm/0" [label="(512,)", style=solid]; -"144 layer2.1.bn3.running_mean" -> "146 layer2/1/bn3/batch_norm/0" [label="(512,)", style=solid]; -"145 layer2.1.bn3.running_var" -> "146 layer2/1/bn3/batch_norm/0" [label="(512,)", style=solid]; -"146 layer2/1/bn3/batch_norm/0" -> "147 layer2/1/add_/0" [label="(1, 512, 8, 8)", style=solid]; -"147 layer2/1/add_/0" -> "148 layer2/1/relu/relu_/2" [label="(1, 512, 8, 8)", style=solid]; -"148 layer2/1/relu/relu_/2" -> "150 layer2/2/conv1/conv2d/0" [label="(1, 512, 8, 8)", style=solid]; -"148 layer2/1/relu/relu_/2" -> "172 layer2/2/add_/0" [label="(1, 512, 8, 8)", style=solid]; -"149 layer2.2.conv1.weight" -> "150 layer2/2/conv1/conv2d/0" [label="(256, 512, 1, 1)", style=solid]; -"150 layer2/2/conv1/conv2d/0" -> "155 layer2/2/bn1/batch_norm/0" [label="(1, 256, 8, 8)", style=solid]; -"151 layer2.2.bn1.weight" -> "155 layer2/2/bn1/batch_norm/0" [label="(256,)", style=solid]; -"152 layer2.2.bn1.bias" -> "155 layer2/2/bn1/batch_norm/0" [label="(256,)", style=solid]; -"153 layer2.2.bn1.running_mean" -> "155 layer2/2/bn1/batch_norm/0" [label="(256,)", style=solid]; -"154 layer2.2.bn1.running_var" -> "155 layer2/2/bn1/batch_norm/0" [label="(256,)", style=solid]; -"155 layer2/2/bn1/batch_norm/0" -> "156 layer2/2/relu/relu_/0" [label="(1, 256, 8, 8)", style=solid]; -"156 layer2/2/relu/relu_/0" -> "158 layer2/2/conv2/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"157 layer2.2.conv2.weight" -> "158 layer2/2/conv2/conv2d/0" [label="(256, 8, 3, 3)", style=solid]; -"158 layer2/2/conv2/conv2d/0" -> "163 layer2/2/bn2/batch_norm/0" [label="(1, 256, 8, 8)", style=solid]; -"159 layer2.2.bn2.weight" -> "163 layer2/2/bn2/batch_norm/0" [label="(256,)", style=solid]; -"160 layer2.2.bn2.bias" -> "163 layer2/2/bn2/batch_norm/0" [label="(256,)", style=solid]; -"161 layer2.2.bn2.running_mean" -> "163 layer2/2/bn2/batch_norm/0" [label="(256,)", style=solid]; -"162 layer2.2.bn2.running_var" -> "163 layer2/2/bn2/batch_norm/0" [label="(256,)", style=solid]; -"163 layer2/2/bn2/batch_norm/0" -> "164 layer2/2/relu/relu_/1" [label="(1, 256, 8, 8)", style=solid]; -"164 layer2/2/relu/relu_/1" -> "166 layer2/2/conv3/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"165 layer2.2.conv3.weight" -> "166 layer2/2/conv3/conv2d/0" [label="(512, 256, 1, 1)", style=solid]; -"166 layer2/2/conv3/conv2d/0" -> "171 layer2/2/bn3/batch_norm/0" [label="(1, 512, 8, 8)", style=solid]; -"167 layer2.2.bn3.weight" -> "171 layer2/2/bn3/batch_norm/0" [label="(512,)", style=solid]; -"168 layer2.2.bn3.bias" -> "171 layer2/2/bn3/batch_norm/0" [label="(512,)", style=solid]; -"169 layer2.2.bn3.running_mean" -> "171 layer2/2/bn3/batch_norm/0" [label="(512,)", style=solid]; -"170 layer2.2.bn3.running_var" -> "171 layer2/2/bn3/batch_norm/0" [label="(512,)", style=solid]; -"171 layer2/2/bn3/batch_norm/0" -> "172 layer2/2/add_/0" [label="(1, 512, 8, 8)", style=solid]; -"172 layer2/2/add_/0" -> "173 layer2/2/relu/relu_/2" [label="(1, 512, 8, 8)", style=solid]; -"173 layer2/2/relu/relu_/2" -> "175 layer2/3/conv1/conv2d/0" [label="(1, 512, 8, 8)", style=solid]; -"173 layer2/2/relu/relu_/2" -> "197 layer2/3/add_/0" [label="(1, 512, 8, 8)", style=solid]; -"174 layer2.3.conv1.weight" -> "175 layer2/3/conv1/conv2d/0" [label="(256, 512, 1, 1)", style=solid]; -"175 layer2/3/conv1/conv2d/0" -> "180 layer2/3/bn1/batch_norm/0" [label="(1, 256, 8, 8)", style=solid]; -"176 layer2.3.bn1.weight" -> "180 layer2/3/bn1/batch_norm/0" [label="(256,)", style=solid]; -"177 layer2.3.bn1.bias" -> "180 layer2/3/bn1/batch_norm/0" [label="(256,)", style=solid]; -"178 layer2.3.bn1.running_mean" -> "180 layer2/3/bn1/batch_norm/0" [label="(256,)", style=solid]; -"179 layer2.3.bn1.running_var" -> "180 layer2/3/bn1/batch_norm/0" [label="(256,)", style=solid]; -"180 layer2/3/bn1/batch_norm/0" -> "181 layer2/3/relu/relu_/0" [label="(1, 256, 8, 8)", style=solid]; -"181 layer2/3/relu/relu_/0" -> "183 layer2/3/conv2/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"182 layer2.3.conv2.weight" -> "183 layer2/3/conv2/conv2d/0" [label="(256, 8, 3, 3)", style=solid]; -"183 layer2/3/conv2/conv2d/0" -> "188 layer2/3/bn2/batch_norm/0" [label="(1, 256, 8, 8)", style=solid]; -"184 layer2.3.bn2.weight" -> "188 layer2/3/bn2/batch_norm/0" [label="(256,)", style=solid]; -"185 layer2.3.bn2.bias" -> "188 layer2/3/bn2/batch_norm/0" [label="(256,)", style=solid]; -"186 layer2.3.bn2.running_mean" -> "188 layer2/3/bn2/batch_norm/0" [label="(256,)", style=solid]; -"187 layer2.3.bn2.running_var" -> "188 layer2/3/bn2/batch_norm/0" [label="(256,)", style=solid]; -"188 layer2/3/bn2/batch_norm/0" -> "189 layer2/3/relu/relu_/1" [label="(1, 256, 8, 8)", style=solid]; -"189 layer2/3/relu/relu_/1" -> "191 layer2/3/conv3/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"190 layer2.3.conv3.weight" -> "191 layer2/3/conv3/conv2d/0" [label="(512, 256, 1, 1)", style=solid]; -"191 layer2/3/conv3/conv2d/0" -> "196 layer2/3/bn3/batch_norm/0" [label="(1, 512, 8, 8)", style=solid]; -"192 layer2.3.bn3.weight" -> "196 layer2/3/bn3/batch_norm/0" [label="(512,)", style=solid]; -"193 layer2.3.bn3.bias" -> "196 layer2/3/bn3/batch_norm/0" [label="(512,)", style=solid]; -"194 layer2.3.bn3.running_mean" -> "196 layer2/3/bn3/batch_norm/0" [label="(512,)", style=solid]; -"195 layer2.3.bn3.running_var" -> "196 layer2/3/bn3/batch_norm/0" [label="(512,)", style=solid]; -"196 layer2/3/bn3/batch_norm/0" -> "197 layer2/3/add_/0" [label="(1, 512, 8, 8)", style=solid]; -"197 layer2/3/add_/0" -> "198 layer2/3/relu/relu_/2" [label="(1, 512, 8, 8)", style=solid]; -"198 layer2/3/relu/relu_/2" -> "200 layer3/0/conv1/conv2d/0" [label="(1, 512, 8, 8)", style=solid]; -"198 layer2/3/relu/relu_/2" -> "223 layer3/0/downsample/0/conv2d/0" [label="(1, 512, 8, 8)", style=solid]; -"199 layer3.0.conv1.weight" -> "200 layer3/0/conv1/conv2d/0" [label="(512, 512, 1, 1)", style=solid]; -"200 layer3/0/conv1/conv2d/0" -> "205 layer3/0/bn1/batch_norm/0" [label="(1, 512, 8, 8)", style=solid]; -"201 layer3.0.bn1.weight" -> "205 layer3/0/bn1/batch_norm/0" [label="(512,)", style=solid]; -"202 layer3.0.bn1.bias" -> "205 layer3/0/bn1/batch_norm/0" [label="(512,)", style=solid]; -"203 layer3.0.bn1.running_mean" -> "205 layer3/0/bn1/batch_norm/0" [label="(512,)", style=solid]; -"204 layer3.0.bn1.running_var" -> "205 layer3/0/bn1/batch_norm/0" [label="(512,)", style=solid]; -"205 layer3/0/bn1/batch_norm/0" -> "206 layer3/0/relu/relu_/0" [label="(1, 512, 8, 8)", style=solid]; -"206 layer3/0/relu/relu_/0" -> "208 layer3/0/conv2/conv2d/0" [label="(1, 512, 8, 8)", style=solid]; -"207 layer3.0.conv2.weight" -> "208 layer3/0/conv2/conv2d/0" [label="(512, 16, 3, 3)", style=solid]; -"208 layer3/0/conv2/conv2d/0" -> "213 layer3/0/bn2/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"209 layer3.0.bn2.weight" -> "213 layer3/0/bn2/batch_norm/0" [label="(512,)", style=solid]; -"210 layer3.0.bn2.bias" -> "213 layer3/0/bn2/batch_norm/0" [label="(512,)", style=solid]; -"211 layer3.0.bn2.running_mean" -> "213 layer3/0/bn2/batch_norm/0" [label="(512,)", style=solid]; -"212 layer3.0.bn2.running_var" -> "213 layer3/0/bn2/batch_norm/0" [label="(512,)", style=solid]; -"213 layer3/0/bn2/batch_norm/0" -> "214 layer3/0/relu/relu_/1" [label="(1, 512, 4, 4)", style=solid]; -"214 layer3/0/relu/relu_/1" -> "216 layer3/0/conv3/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"215 layer3.0.conv3.weight" -> "216 layer3/0/conv3/conv2d/0" [label="(1024, 512, 1, 1)", style=solid]; -"216 layer3/0/conv3/conv2d/0" -> "221 layer3/0/bn3/batch_norm/0" [label="(1, 1024, 4, 4)", style=solid]; -"217 layer3.0.bn3.weight" -> "221 layer3/0/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"218 layer3.0.bn3.bias" -> "221 layer3/0/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"219 layer3.0.bn3.running_mean" -> "221 layer3/0/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"220 layer3.0.bn3.running_var" -> "221 layer3/0/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"221 layer3/0/bn3/batch_norm/0" -> "229 layer3/0/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"222 layer3.0.downsample.0.weight" -> "223 layer3/0/downsample/0/conv2d/0" [label="(1024, 512, 1, 1)", style=solid]; -"223 layer3/0/downsample/0/conv2d/0" -> "228 layer3/0/downsample/1/batch_norm/0" [label="(1, 1024, 4, 4)", style=solid]; -"224 layer3.0.downsample.1.weight" -> "228 layer3/0/downsample/1/batch_norm/0" [label="(1024,)", style=solid]; -"225 layer3.0.downsample.1.bias" -> "228 layer3/0/downsample/1/batch_norm/0" [label="(1024,)", style=solid]; -"226 layer3.0.downsample.1.running_mean" -> "228 layer3/0/downsample/1/batch_norm/0" [label="(1024,)", style=solid]; -"227 layer3.0.downsample.1.running_var" -> "228 layer3/0/downsample/1/batch_norm/0" [label="(1024,)", style=solid]; -"228 layer3/0/downsample/1/batch_norm/0" -> "229 layer3/0/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"229 layer3/0/add_/0" -> "230 layer3/0/relu/relu_/2" [label="(1, 1024, 4, 4)", style=solid]; -"230 layer3/0/relu/relu_/2" -> "232 layer3/1/conv1/conv2d/0" [label="(1, 1024, 4, 4)", style=solid]; -"230 layer3/0/relu/relu_/2" -> "254 layer3/1/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"231 layer3.1.conv1.weight" -> "232 layer3/1/conv1/conv2d/0" [label="(512, 1024, 1, 1)", style=solid]; -"232 layer3/1/conv1/conv2d/0" -> "237 layer3/1/bn1/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"233 layer3.1.bn1.weight" -> "237 layer3/1/bn1/batch_norm/0" [label="(512,)", style=solid]; -"234 layer3.1.bn1.bias" -> "237 layer3/1/bn1/batch_norm/0" [label="(512,)", style=solid]; -"235 layer3.1.bn1.running_mean" -> "237 layer3/1/bn1/batch_norm/0" [label="(512,)", style=solid]; -"236 layer3.1.bn1.running_var" -> "237 layer3/1/bn1/batch_norm/0" [label="(512,)", style=solid]; -"237 layer3/1/bn1/batch_norm/0" -> "238 layer3/1/relu/relu_/0" [label="(1, 512, 4, 4)", style=solid]; -"238 layer3/1/relu/relu_/0" -> "240 layer3/1/conv2/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"239 layer3.1.conv2.weight" -> "240 layer3/1/conv2/conv2d/0" [label="(512, 16, 3, 3)", style=solid]; -"240 layer3/1/conv2/conv2d/0" -> "245 layer3/1/bn2/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"241 layer3.1.bn2.weight" -> "245 layer3/1/bn2/batch_norm/0" [label="(512,)", style=solid]; -"242 layer3.1.bn2.bias" -> "245 layer3/1/bn2/batch_norm/0" [label="(512,)", style=solid]; -"243 layer3.1.bn2.running_mean" -> "245 layer3/1/bn2/batch_norm/0" [label="(512,)", style=solid]; -"244 layer3.1.bn2.running_var" -> "245 layer3/1/bn2/batch_norm/0" [label="(512,)", style=solid]; -"245 layer3/1/bn2/batch_norm/0" -> "246 layer3/1/relu/relu_/1" [label="(1, 512, 4, 4)", style=solid]; -"246 layer3/1/relu/relu_/1" -> "248 layer3/1/conv3/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"247 layer3.1.conv3.weight" -> "248 layer3/1/conv3/conv2d/0" [label="(1024, 512, 1, 1)", style=solid]; -"248 layer3/1/conv3/conv2d/0" -> "253 layer3/1/bn3/batch_norm/0" [label="(1, 1024, 4, 4)", style=solid]; -"249 layer3.1.bn3.weight" -> "253 layer3/1/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"250 layer3.1.bn3.bias" -> "253 layer3/1/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"251 layer3.1.bn3.running_mean" -> "253 layer3/1/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"252 layer3.1.bn3.running_var" -> "253 layer3/1/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"253 layer3/1/bn3/batch_norm/0" -> "254 layer3/1/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"254 layer3/1/add_/0" -> "255 layer3/1/relu/relu_/2" [label="(1, 1024, 4, 4)", style=solid]; -"255 layer3/1/relu/relu_/2" -> "257 layer3/2/conv1/conv2d/0" [label="(1, 1024, 4, 4)", style=solid]; -"255 layer3/1/relu/relu_/2" -> "279 layer3/2/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"256 layer3.2.conv1.weight" -> "257 layer3/2/conv1/conv2d/0" [label="(512, 1024, 1, 1)", style=solid]; -"257 layer3/2/conv1/conv2d/0" -> "262 layer3/2/bn1/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"258 layer3.2.bn1.weight" -> "262 layer3/2/bn1/batch_norm/0" [label="(512,)", style=solid]; -"259 layer3.2.bn1.bias" -> "262 layer3/2/bn1/batch_norm/0" [label="(512,)", style=solid]; -"260 layer3.2.bn1.running_mean" -> "262 layer3/2/bn1/batch_norm/0" [label="(512,)", style=solid]; -"261 layer3.2.bn1.running_var" -> "262 layer3/2/bn1/batch_norm/0" [label="(512,)", style=solid]; -"262 layer3/2/bn1/batch_norm/0" -> "263 layer3/2/relu/relu_/0" [label="(1, 512, 4, 4)", style=solid]; -"263 layer3/2/relu/relu_/0" -> "265 layer3/2/conv2/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"264 layer3.2.conv2.weight" -> "265 layer3/2/conv2/conv2d/0" [label="(512, 16, 3, 3)", style=solid]; -"265 layer3/2/conv2/conv2d/0" -> "270 layer3/2/bn2/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"266 layer3.2.bn2.weight" -> "270 layer3/2/bn2/batch_norm/0" [label="(512,)", style=solid]; -"267 layer3.2.bn2.bias" -> "270 layer3/2/bn2/batch_norm/0" [label="(512,)", style=solid]; -"268 layer3.2.bn2.running_mean" -> "270 layer3/2/bn2/batch_norm/0" [label="(512,)", style=solid]; -"269 layer3.2.bn2.running_var" -> "270 layer3/2/bn2/batch_norm/0" [label="(512,)", style=solid]; -"270 layer3/2/bn2/batch_norm/0" -> "271 layer3/2/relu/relu_/1" [label="(1, 512, 4, 4)", style=solid]; -"271 layer3/2/relu/relu_/1" -> "273 layer3/2/conv3/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"272 layer3.2.conv3.weight" -> "273 layer3/2/conv3/conv2d/0" [label="(1024, 512, 1, 1)", style=solid]; -"273 layer3/2/conv3/conv2d/0" -> "278 layer3/2/bn3/batch_norm/0" [label="(1, 1024, 4, 4)", style=solid]; -"274 layer3.2.bn3.weight" -> "278 layer3/2/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"275 layer3.2.bn3.bias" -> "278 layer3/2/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"276 layer3.2.bn3.running_mean" -> "278 layer3/2/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"277 layer3.2.bn3.running_var" -> "278 layer3/2/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"278 layer3/2/bn3/batch_norm/0" -> "279 layer3/2/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"279 layer3/2/add_/0" -> "280 layer3/2/relu/relu_/2" [label="(1, 1024, 4, 4)", style=solid]; -"280 layer3/2/relu/relu_/2" -> "282 layer3/3/conv1/conv2d/0" [label="(1, 1024, 4, 4)", style=solid]; -"280 layer3/2/relu/relu_/2" -> "304 layer3/3/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"281 layer3.3.conv1.weight" -> "282 layer3/3/conv1/conv2d/0" [label="(512, 1024, 1, 1)", style=solid]; -"282 layer3/3/conv1/conv2d/0" -> "287 layer3/3/bn1/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"283 layer3.3.bn1.weight" -> "287 layer3/3/bn1/batch_norm/0" [label="(512,)", style=solid]; -"284 layer3.3.bn1.bias" -> "287 layer3/3/bn1/batch_norm/0" [label="(512,)", style=solid]; -"285 layer3.3.bn1.running_mean" -> "287 layer3/3/bn1/batch_norm/0" [label="(512,)", style=solid]; -"286 layer3.3.bn1.running_var" -> "287 layer3/3/bn1/batch_norm/0" [label="(512,)", style=solid]; -"287 layer3/3/bn1/batch_norm/0" -> "288 layer3/3/relu/relu_/0" [label="(1, 512, 4, 4)", style=solid]; -"288 layer3/3/relu/relu_/0" -> "290 layer3/3/conv2/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"289 layer3.3.conv2.weight" -> "290 layer3/3/conv2/conv2d/0" [label="(512, 16, 3, 3)", style=solid]; -"290 layer3/3/conv2/conv2d/0" -> "295 layer3/3/bn2/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"291 layer3.3.bn2.weight" -> "295 layer3/3/bn2/batch_norm/0" [label="(512,)", style=solid]; -"292 layer3.3.bn2.bias" -> "295 layer3/3/bn2/batch_norm/0" [label="(512,)", style=solid]; -"293 layer3.3.bn2.running_mean" -> "295 layer3/3/bn2/batch_norm/0" [label="(512,)", style=solid]; -"294 layer3.3.bn2.running_var" -> "295 layer3/3/bn2/batch_norm/0" [label="(512,)", style=solid]; -"295 layer3/3/bn2/batch_norm/0" -> "296 layer3/3/relu/relu_/1" [label="(1, 512, 4, 4)", style=solid]; -"296 layer3/3/relu/relu_/1" -> "298 layer3/3/conv3/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"297 layer3.3.conv3.weight" -> "298 layer3/3/conv3/conv2d/0" [label="(1024, 512, 1, 1)", style=solid]; -"298 layer3/3/conv3/conv2d/0" -> "303 layer3/3/bn3/batch_norm/0" [label="(1, 1024, 4, 4)", style=solid]; -"299 layer3.3.bn3.weight" -> "303 layer3/3/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"300 layer3.3.bn3.bias" -> "303 layer3/3/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"301 layer3.3.bn3.running_mean" -> "303 layer3/3/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"302 layer3.3.bn3.running_var" -> "303 layer3/3/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"303 layer3/3/bn3/batch_norm/0" -> "304 layer3/3/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"304 layer3/3/add_/0" -> "305 layer3/3/relu/relu_/2" [label="(1, 1024, 4, 4)", style=solid]; -"305 layer3/3/relu/relu_/2" -> "307 layer3/4/conv1/conv2d/0" [label="(1, 1024, 4, 4)", style=solid]; -"305 layer3/3/relu/relu_/2" -> "329 layer3/4/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"306 layer3.4.conv1.weight" -> "307 layer3/4/conv1/conv2d/0" [label="(512, 1024, 1, 1)", style=solid]; -"307 layer3/4/conv1/conv2d/0" -> "312 layer3/4/bn1/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"308 layer3.4.bn1.weight" -> "312 layer3/4/bn1/batch_norm/0" [label="(512,)", style=solid]; -"309 layer3.4.bn1.bias" -> "312 layer3/4/bn1/batch_norm/0" [label="(512,)", style=solid]; -"310 layer3.4.bn1.running_mean" -> "312 layer3/4/bn1/batch_norm/0" [label="(512,)", style=solid]; -"311 layer3.4.bn1.running_var" -> "312 layer3/4/bn1/batch_norm/0" [label="(512,)", style=solid]; -"312 layer3/4/bn1/batch_norm/0" -> "313 layer3/4/relu/relu_/0" [label="(1, 512, 4, 4)", style=solid]; -"313 layer3/4/relu/relu_/0" -> "315 layer3/4/conv2/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"314 layer3.4.conv2.weight" -> "315 layer3/4/conv2/conv2d/0" [label="(512, 16, 3, 3)", style=solid]; -"315 layer3/4/conv2/conv2d/0" -> "320 layer3/4/bn2/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"316 layer3.4.bn2.weight" -> "320 layer3/4/bn2/batch_norm/0" [label="(512,)", style=solid]; -"317 layer3.4.bn2.bias" -> "320 layer3/4/bn2/batch_norm/0" [label="(512,)", style=solid]; -"318 layer3.4.bn2.running_mean" -> "320 layer3/4/bn2/batch_norm/0" [label="(512,)", style=solid]; -"319 layer3.4.bn2.running_var" -> "320 layer3/4/bn2/batch_norm/0" [label="(512,)", style=solid]; -"320 layer3/4/bn2/batch_norm/0" -> "321 layer3/4/relu/relu_/1" [label="(1, 512, 4, 4)", style=solid]; -"321 layer3/4/relu/relu_/1" -> "323 layer3/4/conv3/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"322 layer3.4.conv3.weight" -> "323 layer3/4/conv3/conv2d/0" [label="(1024, 512, 1, 1)", style=solid]; -"323 layer3/4/conv3/conv2d/0" -> "328 layer3/4/bn3/batch_norm/0" [label="(1, 1024, 4, 4)", style=solid]; -"324 layer3.4.bn3.weight" -> "328 layer3/4/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"325 layer3.4.bn3.bias" -> "328 layer3/4/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"326 layer3.4.bn3.running_mean" -> "328 layer3/4/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"327 layer3.4.bn3.running_var" -> "328 layer3/4/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"328 layer3/4/bn3/batch_norm/0" -> "329 layer3/4/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"329 layer3/4/add_/0" -> "330 layer3/4/relu/relu_/2" [label="(1, 1024, 4, 4)", style=solid]; -"330 layer3/4/relu/relu_/2" -> "332 layer3/5/conv1/conv2d/0" [label="(1, 1024, 4, 4)", style=solid]; -"330 layer3/4/relu/relu_/2" -> "354 layer3/5/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"331 layer3.5.conv1.weight" -> "332 layer3/5/conv1/conv2d/0" [label="(512, 1024, 1, 1)", style=solid]; -"332 layer3/5/conv1/conv2d/0" -> "337 layer3/5/bn1/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"333 layer3.5.bn1.weight" -> "337 layer3/5/bn1/batch_norm/0" [label="(512,)", style=solid]; -"334 layer3.5.bn1.bias" -> "337 layer3/5/bn1/batch_norm/0" [label="(512,)", style=solid]; -"335 layer3.5.bn1.running_mean" -> "337 layer3/5/bn1/batch_norm/0" [label="(512,)", style=solid]; -"336 layer3.5.bn1.running_var" -> "337 layer3/5/bn1/batch_norm/0" [label="(512,)", style=solid]; -"337 layer3/5/bn1/batch_norm/0" -> "338 layer3/5/relu/relu_/0" [label="(1, 512, 4, 4)", style=solid]; -"338 layer3/5/relu/relu_/0" -> "340 layer3/5/conv2/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"339 layer3.5.conv2.weight" -> "340 layer3/5/conv2/conv2d/0" [label="(512, 16, 3, 3)", style=solid]; -"340 layer3/5/conv2/conv2d/0" -> "345 layer3/5/bn2/batch_norm/0" [label="(1, 512, 4, 4)", style=solid]; -"341 layer3.5.bn2.weight" -> "345 layer3/5/bn2/batch_norm/0" [label="(512,)", style=solid]; -"342 layer3.5.bn2.bias" -> "345 layer3/5/bn2/batch_norm/0" [label="(512,)", style=solid]; -"343 layer3.5.bn2.running_mean" -> "345 layer3/5/bn2/batch_norm/0" [label="(512,)", style=solid]; -"344 layer3.5.bn2.running_var" -> "345 layer3/5/bn2/batch_norm/0" [label="(512,)", style=solid]; -"345 layer3/5/bn2/batch_norm/0" -> "346 layer3/5/relu/relu_/1" [label="(1, 512, 4, 4)", style=solid]; -"346 layer3/5/relu/relu_/1" -> "348 layer3/5/conv3/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"347 layer3.5.conv3.weight" -> "348 layer3/5/conv3/conv2d/0" [label="(1024, 512, 1, 1)", style=solid]; -"348 layer3/5/conv3/conv2d/0" -> "353 layer3/5/bn3/batch_norm/0" [label="(1, 1024, 4, 4)", style=solid]; -"349 layer3.5.bn3.weight" -> "353 layer3/5/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"350 layer3.5.bn3.bias" -> "353 layer3/5/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"351 layer3.5.bn3.running_mean" -> "353 layer3/5/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"352 layer3.5.bn3.running_var" -> "353 layer3/5/bn3/batch_norm/0" [label="(1024,)", style=solid]; -"353 layer3/5/bn3/batch_norm/0" -> "354 layer3/5/add_/0" [label="(1, 1024, 4, 4)", style=solid]; -"354 layer3/5/add_/0" -> "355 layer3/5/relu/relu_/2" [label="(1, 1024, 4, 4)", style=solid]; -"355 layer3/5/relu/relu_/2" -> "357 layer4/0/conv1/conv2d/0" [label="(1, 1024, 4, 4)", style=solid]; -"355 layer3/5/relu/relu_/2" -> "380 layer4/0/downsample/0/conv2d/0" [label="(1, 1024, 4, 4)", style=solid]; -"356 layer4.0.conv1.weight" -> "357 layer4/0/conv1/conv2d/0" [label="(1024, 1024, 1, 1)", style=solid]; -"357 layer4/0/conv1/conv2d/0" -> "362 layer4/0/bn1/batch_norm/0" [label="(1, 1024, 4, 4)", style=solid]; -"358 layer4.0.bn1.weight" -> "362 layer4/0/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"359 layer4.0.bn1.bias" -> "362 layer4/0/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"360 layer4.0.bn1.running_mean" -> "362 layer4/0/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"361 layer4.0.bn1.running_var" -> "362 layer4/0/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"362 layer4/0/bn1/batch_norm/0" -> "363 layer4/0/relu/relu_/0" [label="(1, 1024, 4, 4)", style=solid]; -"363 layer4/0/relu/relu_/0" -> "365 layer4/0/conv2/conv2d/0" [label="(1, 1024, 4, 4)", style=solid]; -"364 layer4.0.conv2.weight" -> "365 layer4/0/conv2/conv2d/0" [label="(1024, 32, 3, 3)", style=solid]; -"365 layer4/0/conv2/conv2d/0" -> "370 layer4/0/bn2/batch_norm/0" [label="(1, 1024, 2, 2)", style=solid]; -"366 layer4.0.bn2.weight" -> "370 layer4/0/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"367 layer4.0.bn2.bias" -> "370 layer4/0/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"368 layer4.0.bn2.running_mean" -> "370 layer4/0/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"369 layer4.0.bn2.running_var" -> "370 layer4/0/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"370 layer4/0/bn2/batch_norm/0" -> "371 layer4/0/relu/relu_/1" [label="(1, 1024, 2, 2)", style=solid]; -"371 layer4/0/relu/relu_/1" -> "373 layer4/0/conv3/conv2d/0" [label="(1, 1024, 2, 2)", style=solid]; -"372 layer4.0.conv3.weight" -> "373 layer4/0/conv3/conv2d/0" [label="(2048, 1024, 1, 1)", style=solid]; -"373 layer4/0/conv3/conv2d/0" -> "378 layer4/0/bn3/batch_norm/0" [label="(1, 2048, 2, 2)", style=solid]; -"374 layer4.0.bn3.weight" -> "378 layer4/0/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"375 layer4.0.bn3.bias" -> "378 layer4/0/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"376 layer4.0.bn3.running_mean" -> "378 layer4/0/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"377 layer4.0.bn3.running_var" -> "378 layer4/0/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"378 layer4/0/bn3/batch_norm/0" -> "386 layer4/0/add_/0" [label="(1, 2048, 2, 2)", style=solid]; -"379 layer4.0.downsample.0.weight" -> "380 layer4/0/downsample/0/conv2d/0" [label="(2048, 1024, 1, 1)", style=solid]; -"380 layer4/0/downsample/0/conv2d/0" -> "385 layer4/0/downsample/1/batch_norm/0" [label="(1, 2048, 2, 2)", style=solid]; -"381 layer4.0.downsample.1.weight" -> "385 layer4/0/downsample/1/batch_norm/0" [label="(2048,)", style=solid]; -"382 layer4.0.downsample.1.bias" -> "385 layer4/0/downsample/1/batch_norm/0" [label="(2048,)", style=solid]; -"383 layer4.0.downsample.1.running_mean" -> "385 layer4/0/downsample/1/batch_norm/0" [label="(2048,)", style=solid]; -"384 layer4.0.downsample.1.running_var" -> "385 layer4/0/downsample/1/batch_norm/0" [label="(2048,)", style=solid]; -"385 layer4/0/downsample/1/batch_norm/0" -> "386 layer4/0/add_/0" [label="(1, 2048, 2, 2)", style=solid]; -"386 layer4/0/add_/0" -> "387 layer4/0/relu/relu_/2" [label="(1, 2048, 2, 2)", style=solid]; -"387 layer4/0/relu/relu_/2" -> "389 layer4/1/conv1/conv2d/0" [label="(1, 2048, 2, 2)", style=solid]; -"387 layer4/0/relu/relu_/2" -> "411 layer4/1/add_/0" [label="(1, 2048, 2, 2)", style=solid]; -"388 layer4.1.conv1.weight" -> "389 layer4/1/conv1/conv2d/0" [label="(1024, 2048, 1, 1)", style=solid]; -"389 layer4/1/conv1/conv2d/0" -> "394 layer4/1/bn1/batch_norm/0" [label="(1, 1024, 2, 2)", style=solid]; -"390 layer4.1.bn1.weight" -> "394 layer4/1/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"391 layer4.1.bn1.bias" -> "394 layer4/1/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"392 layer4.1.bn1.running_mean" -> "394 layer4/1/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"393 layer4.1.bn1.running_var" -> "394 layer4/1/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"394 layer4/1/bn1/batch_norm/0" -> "395 layer4/1/relu/relu_/0" [label="(1, 1024, 2, 2)", style=solid]; -"395 layer4/1/relu/relu_/0" -> "397 layer4/1/conv2/conv2d/0" [label="(1, 1024, 2, 2)", style=solid]; -"396 layer4.1.conv2.weight" -> "397 layer4/1/conv2/conv2d/0" [label="(1024, 32, 3, 3)", style=solid]; -"397 layer4/1/conv2/conv2d/0" -> "402 layer4/1/bn2/batch_norm/0" [label="(1, 1024, 2, 2)", style=solid]; -"398 layer4.1.bn2.weight" -> "402 layer4/1/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"399 layer4.1.bn2.bias" -> "402 layer4/1/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"400 layer4.1.bn2.running_mean" -> "402 layer4/1/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"401 layer4.1.bn2.running_var" -> "402 layer4/1/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"402 layer4/1/bn2/batch_norm/0" -> "403 layer4/1/relu/relu_/1" [label="(1, 1024, 2, 2)", style=solid]; -"403 layer4/1/relu/relu_/1" -> "405 layer4/1/conv3/conv2d/0" [label="(1, 1024, 2, 2)", style=solid]; -"404 layer4.1.conv3.weight" -> "405 layer4/1/conv3/conv2d/0" [label="(2048, 1024, 1, 1)", style=solid]; -"405 layer4/1/conv3/conv2d/0" -> "410 layer4/1/bn3/batch_norm/0" [label="(1, 2048, 2, 2)", style=solid]; -"406 layer4.1.bn3.weight" -> "410 layer4/1/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"407 layer4.1.bn3.bias" -> "410 layer4/1/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"408 layer4.1.bn3.running_mean" -> "410 layer4/1/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"409 layer4.1.bn3.running_var" -> "410 layer4/1/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"410 layer4/1/bn3/batch_norm/0" -> "411 layer4/1/add_/0" [label="(1, 2048, 2, 2)", style=solid]; -"411 layer4/1/add_/0" -> "412 layer4/1/relu/relu_/2" [label="(1, 2048, 2, 2)", style=solid]; -"412 layer4/1/relu/relu_/2" -> "414 layer4/2/conv1/conv2d/0" [label="(1, 2048, 2, 2)", style=solid]; -"412 layer4/1/relu/relu_/2" -> "436 layer4/2/add_/0" [label="(1, 2048, 2, 2)", style=solid]; -"413 layer4.2.conv1.weight" -> "414 layer4/2/conv1/conv2d/0" [label="(1024, 2048, 1, 1)", style=solid]; -"414 layer4/2/conv1/conv2d/0" -> "419 layer4/2/bn1/batch_norm/0" [label="(1, 1024, 2, 2)", style=solid]; -"415 layer4.2.bn1.weight" -> "419 layer4/2/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"416 layer4.2.bn1.bias" -> "419 layer4/2/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"417 layer4.2.bn1.running_mean" -> "419 layer4/2/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"418 layer4.2.bn1.running_var" -> "419 layer4/2/bn1/batch_norm/0" [label="(1024,)", style=solid]; -"419 layer4/2/bn1/batch_norm/0" -> "420 layer4/2/relu/relu_/0" [label="(1, 1024, 2, 2)", style=solid]; -"420 layer4/2/relu/relu_/0" -> "422 layer4/2/conv2/conv2d/0" [label="(1, 1024, 2, 2)", style=solid]; -"421 layer4.2.conv2.weight" -> "422 layer4/2/conv2/conv2d/0" [label="(1024, 32, 3, 3)", style=solid]; -"422 layer4/2/conv2/conv2d/0" -> "427 layer4/2/bn2/batch_norm/0" [label="(1, 1024, 2, 2)", style=solid]; -"423 layer4.2.bn2.weight" -> "427 layer4/2/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"424 layer4.2.bn2.bias" -> "427 layer4/2/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"425 layer4.2.bn2.running_mean" -> "427 layer4/2/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"426 layer4.2.bn2.running_var" -> "427 layer4/2/bn2/batch_norm/0" [label="(1024,)", style=solid]; -"427 layer4/2/bn2/batch_norm/0" -> "428 layer4/2/relu/relu_/1" [label="(1, 1024, 2, 2)", style=solid]; -"428 layer4/2/relu/relu_/1" -> "430 layer4/2/conv3/conv2d/0" [label="(1, 1024, 2, 2)", style=solid]; -"429 layer4.2.conv3.weight" -> "430 layer4/2/conv3/conv2d/0" [label="(2048, 1024, 1, 1)", style=solid]; -"430 layer4/2/conv3/conv2d/0" -> "435 layer4/2/bn3/batch_norm/0" [label="(1, 2048, 2, 2)", style=solid]; -"431 layer4.2.bn3.weight" -> "435 layer4/2/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"432 layer4.2.bn3.bias" -> "435 layer4/2/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"433 layer4.2.bn3.running_mean" -> "435 layer4/2/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"434 layer4.2.bn3.running_var" -> "435 layer4/2/bn3/batch_norm/0" [label="(2048,)", style=solid]; -"435 layer4/2/bn3/batch_norm/0" -> "436 layer4/2/add_/0" [label="(1, 2048, 2, 2)", style=solid]; -"436 layer4/2/add_/0" -> "437 layer4/2/relu/relu_/2" [label="(1, 2048, 2, 2)", style=solid]; -"437 layer4/2/relu/relu_/2" -> "438 avgpool/adaptive_avg_pool2d/0" [label="(1, 2048, 2, 2)", style=solid]; -"438 avgpool/adaptive_avg_pool2d/0" -> "439 /flatten/0" [label="(1, 2048, 1, 1)", style=solid]; -"439 /flatten/0" -> "442 fc/linear/0" [label="(1, 2048)", style=solid]; -"440 fc.weight" -> "442 fc/linear/0" [label="(1000, 2048)", style=solid]; -"441 fc.bias" -> "442 fc/linear/0" [label="(1000,)", style=solid]; -"442 fc/linear/0" -> "443 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"conv1.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv1/conv2d/0" [id=2, metatype=PTConv2dMetatype, type=conv2d]; +"bn1.weight" [id=3, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn1.bias" [id=4, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn1.running_mean" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn1.running_var" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn1/batch_norm/0" [id=7, metatype=PTBatchNormMetatype, type=batch_norm]; +"relu/relu_/0" [id=8, metatype=PTRELUMetatype, type=relu_]; +"maxpool/max_pool2d/0" [id=9, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"layer1.0.conv1.weight" [id=10, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/conv1/conv2d/0" [id=11, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.0.bn1.weight" [id=12, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn1.bias" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn1.running_mean" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn1.running_var" [id=15, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/bn1/batch_norm/0" [id=16, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/0/relu/relu_/0" [id=17, metatype=PTRELUMetatype, type=relu_]; +"layer1.0.conv2.weight" [id=18, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/conv2/conv2d/0" [id=19, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.0.bn2.weight" [id=20, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn2.bias" [id=21, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn2.running_mean" [id=22, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn2.running_var" [id=23, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/bn2/batch_norm/0" [id=24, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/0/relu/relu_/1" [id=25, metatype=PTRELUMetatype, type=relu_]; +"layer1.0.conv3.weight" [id=26, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/conv3/conv2d/0" [id=27, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.0.bn3.weight" [id=28, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn3.bias" [id=29, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn3.running_mean" [id=30, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.bn3.running_var" [id=31, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/bn3/batch_norm/0" [id=32, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1.0.downsample.0.weight" [id=33, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/downsample/0/conv2d/0" [id=34, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.0.downsample.1.weight" [id=35, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.downsample.1.bias" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.downsample.1.running_mean" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.0.downsample.1.running_var" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/0/downsample/1/batch_norm/0" [id=39, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/0/add_/0" [id=40, metatype=PTAddMetatype, type=add_]; +"layer1/0/relu/relu_/2" [id=41, metatype=PTRELUMetatype, type=relu_]; +"layer1.1.conv1.weight" [id=42, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/conv1/conv2d/0" [id=43, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.1.bn1.weight" [id=44, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn1.bias" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn1.running_mean" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn1.running_var" [id=47, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/bn1/batch_norm/0" [id=48, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/1/relu/relu_/0" [id=49, metatype=PTRELUMetatype, type=relu_]; +"layer1.1.conv2.weight" [id=50, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/conv2/conv2d/0" [id=51, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.1.bn2.weight" [id=52, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn2.bias" [id=53, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn2.running_mean" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn2.running_var" [id=55, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/bn2/batch_norm/0" [id=56, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/1/relu/relu_/1" [id=57, metatype=PTRELUMetatype, type=relu_]; +"layer1.1.conv3.weight" [id=58, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/conv3/conv2d/0" [id=59, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.1.bn3.weight" [id=60, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn3.bias" [id=61, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn3.running_mean" [id=62, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.1.bn3.running_var" [id=63, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/1/bn3/batch_norm/0" [id=64, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/1/add_/0" [id=65, metatype=PTAddMetatype, type=add_]; +"layer1/1/relu/relu_/2" [id=66, metatype=PTRELUMetatype, type=relu_]; +"layer1.2.conv1.weight" [id=67, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/2/conv1/conv2d/0" [id=68, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.2.bn1.weight" [id=69, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.2.bn1.bias" [id=70, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.2.bn1.running_mean" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.2.bn1.running_var" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/2/bn1/batch_norm/0" [id=73, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/2/relu/relu_/0" [id=74, metatype=PTRELUMetatype, type=relu_]; +"layer1.2.conv2.weight" [id=75, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/2/conv2/conv2d/0" [id=76, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.2.bn2.weight" [id=77, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.2.bn2.bias" [id=78, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.2.bn2.running_mean" [id=79, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.2.bn2.running_var" [id=80, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/2/bn2/batch_norm/0" [id=81, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/2/relu/relu_/1" [id=82, metatype=PTRELUMetatype, type=relu_]; +"layer1.2.conv3.weight" [id=83, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/2/conv3/conv2d/0" [id=84, metatype=PTConv2dMetatype, type=conv2d]; +"layer1.2.bn3.weight" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.2.bn3.bias" [id=86, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.2.bn3.running_mean" [id=87, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1.2.bn3.running_var" [id=88, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer1/2/bn3/batch_norm/0" [id=89, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer1/2/add_/0" [id=90, metatype=PTAddMetatype, type=add_]; +"layer1/2/relu/relu_/2" [id=91, metatype=PTRELUMetatype, type=relu_]; +"layer2.0.conv1.weight" [id=92, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/conv1/conv2d/0" [id=93, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.0.bn1.weight" [id=94, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn1.bias" [id=95, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn1.running_mean" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn1.running_var" [id=97, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/bn1/batch_norm/0" [id=98, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/0/relu/relu_/0" [id=99, metatype=PTRELUMetatype, type=relu_]; +"layer2.0.conv2.weight" [id=100, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/conv2/conv2d/0" [id=101, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.0.bn2.weight" [id=102, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn2.bias" [id=103, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn2.running_mean" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn2.running_var" [id=105, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/bn2/batch_norm/0" [id=106, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/0/relu/relu_/1" [id=107, metatype=PTRELUMetatype, type=relu_]; +"layer2.0.conv3.weight" [id=108, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/conv3/conv2d/0" [id=109, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.0.bn3.weight" [id=110, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn3.bias" [id=111, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn3.running_mean" [id=112, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.bn3.running_var" [id=113, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/bn3/batch_norm/0" [id=114, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2.0.downsample.0.weight" [id=115, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/downsample/0/conv2d/0" [id=116, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.0.downsample.1.weight" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.downsample.1.bias" [id=118, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.downsample.1.running_mean" [id=119, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.0.downsample.1.running_var" [id=120, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/0/downsample/1/batch_norm/0" [id=121, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/0/add_/0" [id=122, metatype=PTAddMetatype, type=add_]; +"layer2/0/relu/relu_/2" [id=123, metatype=PTRELUMetatype, type=relu_]; +"layer2.1.conv1.weight" [id=124, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/conv1/conv2d/0" [id=125, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.1.bn1.weight" [id=126, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn1.bias" [id=127, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn1.running_mean" [id=128, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn1.running_var" [id=129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/bn1/batch_norm/0" [id=130, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/1/relu/relu_/0" [id=131, metatype=PTRELUMetatype, type=relu_]; +"layer2.1.conv2.weight" [id=132, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/conv2/conv2d/0" [id=133, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.1.bn2.weight" [id=134, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn2.bias" [id=135, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn2.running_mean" [id=136, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn2.running_var" [id=137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/bn2/batch_norm/0" [id=138, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/1/relu/relu_/1" [id=139, metatype=PTRELUMetatype, type=relu_]; +"layer2.1.conv3.weight" [id=140, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/conv3/conv2d/0" [id=141, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.1.bn3.weight" [id=142, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn3.bias" [id=143, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn3.running_mean" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.1.bn3.running_var" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/1/bn3/batch_norm/0" [id=146, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/1/add_/0" [id=147, metatype=PTAddMetatype, type=add_]; +"layer2/1/relu/relu_/2" [id=148, metatype=PTRELUMetatype, type=relu_]; +"layer2.2.conv1.weight" [id=149, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/2/conv1/conv2d/0" [id=150, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.2.bn1.weight" [id=151, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.2.bn1.bias" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.2.bn1.running_mean" [id=153, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.2.bn1.running_var" [id=154, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/2/bn1/batch_norm/0" [id=155, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/2/relu/relu_/0" [id=156, metatype=PTRELUMetatype, type=relu_]; +"layer2.2.conv2.weight" [id=157, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/2/conv2/conv2d/0" [id=158, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.2.bn2.weight" [id=159, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.2.bn2.bias" [id=160, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.2.bn2.running_mean" [id=161, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.2.bn2.running_var" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/2/bn2/batch_norm/0" [id=163, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/2/relu/relu_/1" [id=164, metatype=PTRELUMetatype, type=relu_]; +"layer2.2.conv3.weight" [id=165, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/2/conv3/conv2d/0" [id=166, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.2.bn3.weight" [id=167, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.2.bn3.bias" [id=168, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.2.bn3.running_mean" [id=169, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.2.bn3.running_var" [id=170, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/2/bn3/batch_norm/0" [id=171, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/2/add_/0" [id=172, metatype=PTAddMetatype, type=add_]; +"layer2/2/relu/relu_/2" [id=173, metatype=PTRELUMetatype, type=relu_]; +"layer2.3.conv1.weight" [id=174, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/3/conv1/conv2d/0" [id=175, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.3.bn1.weight" [id=176, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.3.bn1.bias" [id=177, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.3.bn1.running_mean" [id=178, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.3.bn1.running_var" [id=179, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/3/bn1/batch_norm/0" [id=180, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/3/relu/relu_/0" [id=181, metatype=PTRELUMetatype, type=relu_]; +"layer2.3.conv2.weight" [id=182, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/3/conv2/conv2d/0" [id=183, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.3.bn2.weight" [id=184, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.3.bn2.bias" [id=185, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.3.bn2.running_mean" [id=186, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.3.bn2.running_var" [id=187, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/3/bn2/batch_norm/0" [id=188, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/3/relu/relu_/1" [id=189, metatype=PTRELUMetatype, type=relu_]; +"layer2.3.conv3.weight" [id=190, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/3/conv3/conv2d/0" [id=191, metatype=PTConv2dMetatype, type=conv2d]; +"layer2.3.bn3.weight" [id=192, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.3.bn3.bias" [id=193, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.3.bn3.running_mean" [id=194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2.3.bn3.running_var" [id=195, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer2/3/bn3/batch_norm/0" [id=196, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer2/3/add_/0" [id=197, metatype=PTAddMetatype, type=add_]; +"layer2/3/relu/relu_/2" [id=198, metatype=PTRELUMetatype, type=relu_]; +"layer3.0.conv1.weight" [id=199, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/conv1/conv2d/0" [id=200, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.0.bn1.weight" [id=201, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn1.bias" [id=202, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn1.running_mean" [id=203, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn1.running_var" [id=204, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/bn1/batch_norm/0" [id=205, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/0/relu/relu_/0" [id=206, metatype=PTRELUMetatype, type=relu_]; +"layer3.0.conv2.weight" [id=207, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/conv2/conv2d/0" [id=208, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.0.bn2.weight" [id=209, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn2.bias" [id=210, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn2.running_mean" [id=211, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn2.running_var" [id=212, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/bn2/batch_norm/0" [id=213, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/0/relu/relu_/1" [id=214, metatype=PTRELUMetatype, type=relu_]; +"layer3.0.conv3.weight" [id=215, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/conv3/conv2d/0" [id=216, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.0.bn3.weight" [id=217, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn3.bias" [id=218, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn3.running_mean" [id=219, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.bn3.running_var" [id=220, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/bn3/batch_norm/0" [id=221, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3.0.downsample.0.weight" [id=222, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/downsample/0/conv2d/0" [id=223, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.0.downsample.1.weight" [id=224, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.downsample.1.bias" [id=225, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.downsample.1.running_mean" [id=226, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.0.downsample.1.running_var" [id=227, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/0/downsample/1/batch_norm/0" [id=228, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/0/add_/0" [id=229, metatype=PTAddMetatype, type=add_]; +"layer3/0/relu/relu_/2" [id=230, metatype=PTRELUMetatype, type=relu_]; +"layer3.1.conv1.weight" [id=231, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/conv1/conv2d/0" [id=232, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.1.bn1.weight" [id=233, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn1.bias" [id=234, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn1.running_mean" [id=235, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn1.running_var" [id=236, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/bn1/batch_norm/0" [id=237, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/1/relu/relu_/0" [id=238, metatype=PTRELUMetatype, type=relu_]; +"layer3.1.conv2.weight" [id=239, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/conv2/conv2d/0" [id=240, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.1.bn2.weight" [id=241, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn2.bias" [id=242, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn2.running_mean" [id=243, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn2.running_var" [id=244, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/bn2/batch_norm/0" [id=245, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/1/relu/relu_/1" [id=246, metatype=PTRELUMetatype, type=relu_]; +"layer3.1.conv3.weight" [id=247, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/conv3/conv2d/0" [id=248, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.1.bn3.weight" [id=249, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn3.bias" [id=250, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn3.running_mean" [id=251, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.1.bn3.running_var" [id=252, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/1/bn3/batch_norm/0" [id=253, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/1/add_/0" [id=254, metatype=PTAddMetatype, type=add_]; +"layer3/1/relu/relu_/2" [id=255, metatype=PTRELUMetatype, type=relu_]; +"layer3.2.conv1.weight" [id=256, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/2/conv1/conv2d/0" [id=257, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.2.bn1.weight" [id=258, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.2.bn1.bias" [id=259, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.2.bn1.running_mean" [id=260, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.2.bn1.running_var" [id=261, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/2/bn1/batch_norm/0" [id=262, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/2/relu/relu_/0" [id=263, metatype=PTRELUMetatype, type=relu_]; +"layer3.2.conv2.weight" [id=264, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/2/conv2/conv2d/0" [id=265, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.2.bn2.weight" [id=266, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.2.bn2.bias" [id=267, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.2.bn2.running_mean" [id=268, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.2.bn2.running_var" [id=269, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/2/bn2/batch_norm/0" [id=270, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/2/relu/relu_/1" [id=271, metatype=PTRELUMetatype, type=relu_]; +"layer3.2.conv3.weight" [id=272, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/2/conv3/conv2d/0" [id=273, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.2.bn3.weight" [id=274, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.2.bn3.bias" [id=275, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.2.bn3.running_mean" [id=276, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.2.bn3.running_var" [id=277, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/2/bn3/batch_norm/0" [id=278, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/2/add_/0" [id=279, metatype=PTAddMetatype, type=add_]; +"layer3/2/relu/relu_/2" [id=280, metatype=PTRELUMetatype, type=relu_]; +"layer3.3.conv1.weight" [id=281, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/3/conv1/conv2d/0" [id=282, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.3.bn1.weight" [id=283, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.3.bn1.bias" [id=284, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.3.bn1.running_mean" [id=285, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.3.bn1.running_var" [id=286, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/3/bn1/batch_norm/0" [id=287, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/3/relu/relu_/0" [id=288, metatype=PTRELUMetatype, type=relu_]; +"layer3.3.conv2.weight" [id=289, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/3/conv2/conv2d/0" [id=290, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.3.bn2.weight" [id=291, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.3.bn2.bias" [id=292, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.3.bn2.running_mean" [id=293, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.3.bn2.running_var" [id=294, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/3/bn2/batch_norm/0" [id=295, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/3/relu/relu_/1" [id=296, metatype=PTRELUMetatype, type=relu_]; +"layer3.3.conv3.weight" [id=297, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/3/conv3/conv2d/0" [id=298, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.3.bn3.weight" [id=299, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.3.bn3.bias" [id=300, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.3.bn3.running_mean" [id=301, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.3.bn3.running_var" [id=302, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/3/bn3/batch_norm/0" [id=303, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/3/add_/0" [id=304, metatype=PTAddMetatype, type=add_]; +"layer3/3/relu/relu_/2" [id=305, metatype=PTRELUMetatype, type=relu_]; +"layer3.4.conv1.weight" [id=306, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/4/conv1/conv2d/0" [id=307, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.4.bn1.weight" [id=308, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.4.bn1.bias" [id=309, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.4.bn1.running_mean" [id=310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.4.bn1.running_var" [id=311, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/4/bn1/batch_norm/0" [id=312, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/4/relu/relu_/0" [id=313, metatype=PTRELUMetatype, type=relu_]; +"layer3.4.conv2.weight" [id=314, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/4/conv2/conv2d/0" [id=315, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.4.bn2.weight" [id=316, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.4.bn2.bias" [id=317, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.4.bn2.running_mean" [id=318, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.4.bn2.running_var" [id=319, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/4/bn2/batch_norm/0" [id=320, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/4/relu/relu_/1" [id=321, metatype=PTRELUMetatype, type=relu_]; +"layer3.4.conv3.weight" [id=322, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/4/conv3/conv2d/0" [id=323, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.4.bn3.weight" [id=324, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.4.bn3.bias" [id=325, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.4.bn3.running_mean" [id=326, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.4.bn3.running_var" [id=327, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/4/bn3/batch_norm/0" [id=328, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/4/add_/0" [id=329, metatype=PTAddMetatype, type=add_]; +"layer3/4/relu/relu_/2" [id=330, metatype=PTRELUMetatype, type=relu_]; +"layer3.5.conv1.weight" [id=331, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/5/conv1/conv2d/0" [id=332, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.5.bn1.weight" [id=333, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.5.bn1.bias" [id=334, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.5.bn1.running_mean" [id=335, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.5.bn1.running_var" [id=336, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/5/bn1/batch_norm/0" [id=337, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/5/relu/relu_/0" [id=338, metatype=PTRELUMetatype, type=relu_]; +"layer3.5.conv2.weight" [id=339, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/5/conv2/conv2d/0" [id=340, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.5.bn2.weight" [id=341, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.5.bn2.bias" [id=342, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.5.bn2.running_mean" [id=343, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.5.bn2.running_var" [id=344, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/5/bn2/batch_norm/0" [id=345, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/5/relu/relu_/1" [id=346, metatype=PTRELUMetatype, type=relu_]; +"layer3.5.conv3.weight" [id=347, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/5/conv3/conv2d/0" [id=348, metatype=PTConv2dMetatype, type=conv2d]; +"layer3.5.bn3.weight" [id=349, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.5.bn3.bias" [id=350, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.5.bn3.running_mean" [id=351, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3.5.bn3.running_var" [id=352, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer3/5/bn3/batch_norm/0" [id=353, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer3/5/add_/0" [id=354, metatype=PTAddMetatype, type=add_]; +"layer3/5/relu/relu_/2" [id=355, metatype=PTRELUMetatype, type=relu_]; +"layer4.0.conv1.weight" [id=356, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/conv1/conv2d/0" [id=357, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.0.bn1.weight" [id=358, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn1.bias" [id=359, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn1.running_mean" [id=360, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn1.running_var" [id=361, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/bn1/batch_norm/0" [id=362, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/0/relu/relu_/0" [id=363, metatype=PTRELUMetatype, type=relu_]; +"layer4.0.conv2.weight" [id=364, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/conv2/conv2d/0" [id=365, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.0.bn2.weight" [id=366, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn2.bias" [id=367, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn2.running_mean" [id=368, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn2.running_var" [id=369, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/bn2/batch_norm/0" [id=370, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/0/relu/relu_/1" [id=371, metatype=PTRELUMetatype, type=relu_]; +"layer4.0.conv3.weight" [id=372, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/conv3/conv2d/0" [id=373, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.0.bn3.weight" [id=374, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn3.bias" [id=375, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn3.running_mean" [id=376, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.bn3.running_var" [id=377, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/bn3/batch_norm/0" [id=378, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4.0.downsample.0.weight" [id=379, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/downsample/0/conv2d/0" [id=380, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.0.downsample.1.weight" [id=381, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.downsample.1.bias" [id=382, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.downsample.1.running_mean" [id=383, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.0.downsample.1.running_var" [id=384, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/0/downsample/1/batch_norm/0" [id=385, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/0/add_/0" [id=386, metatype=PTAddMetatype, type=add_]; +"layer4/0/relu/relu_/2" [id=387, metatype=PTRELUMetatype, type=relu_]; +"layer4.1.conv1.weight" [id=388, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/conv1/conv2d/0" [id=389, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.1.bn1.weight" [id=390, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn1.bias" [id=391, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn1.running_mean" [id=392, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn1.running_var" [id=393, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/bn1/batch_norm/0" [id=394, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/1/relu/relu_/0" [id=395, metatype=PTRELUMetatype, type=relu_]; +"layer4.1.conv2.weight" [id=396, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/conv2/conv2d/0" [id=397, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.1.bn2.weight" [id=398, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn2.bias" [id=399, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn2.running_mean" [id=400, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn2.running_var" [id=401, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/bn2/batch_norm/0" [id=402, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/1/relu/relu_/1" [id=403, metatype=PTRELUMetatype, type=relu_]; +"layer4.1.conv3.weight" [id=404, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/conv3/conv2d/0" [id=405, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.1.bn3.weight" [id=406, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn3.bias" [id=407, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn3.running_mean" [id=408, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.1.bn3.running_var" [id=409, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/1/bn3/batch_norm/0" [id=410, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/1/add_/0" [id=411, metatype=PTAddMetatype, type=add_]; +"layer4/1/relu/relu_/2" [id=412, metatype=PTRELUMetatype, type=relu_]; +"layer4.2.conv1.weight" [id=413, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/2/conv1/conv2d/0" [id=414, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.2.bn1.weight" [id=415, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.2.bn1.bias" [id=416, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.2.bn1.running_mean" [id=417, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.2.bn1.running_var" [id=418, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/2/bn1/batch_norm/0" [id=419, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/2/relu/relu_/0" [id=420, metatype=PTRELUMetatype, type=relu_]; +"layer4.2.conv2.weight" [id=421, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/2/conv2/conv2d/0" [id=422, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.2.bn2.weight" [id=423, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.2.bn2.bias" [id=424, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.2.bn2.running_mean" [id=425, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.2.bn2.running_var" [id=426, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/2/bn2/batch_norm/0" [id=427, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/2/relu/relu_/1" [id=428, metatype=PTRELUMetatype, type=relu_]; +"layer4.2.conv3.weight" [id=429, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/2/conv3/conv2d/0" [id=430, metatype=PTConv2dMetatype, type=conv2d]; +"layer4.2.bn3.weight" [id=431, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.2.bn3.bias" [id=432, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.2.bn3.running_mean" [id=433, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4.2.bn3.running_var" [id=434, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"layer4/2/bn3/batch_norm/0" [id=435, metatype=PTBatchNormMetatype, type=batch_norm]; +"layer4/2/add_/0" [id=436, metatype=PTAddMetatype, type=add_]; +"layer4/2/relu/relu_/2" [id=437, metatype=PTRELUMetatype, type=relu_]; +"avgpool/adaptive_avg_pool2d/0" [id=438, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"/flatten/0" [id=439, metatype=PTReshapeMetatype, type=flatten]; +"fc.weight" [id=440, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"fc.bias" [id=441, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"fc/linear/0" [id=442, metatype=PTLinearMetatype, type=linear]; +output [id=443, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "conv1/conv2d/0" [dtype=float, shape="(1, 3, 64, 64)"]; +"conv1.weight" -> "conv1/conv2d/0" [dtype=float, shape="(64, 3, 7, 7)"]; +"conv1/conv2d/0" -> "bn1/batch_norm/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"bn1.weight" -> "bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"bn1.bias" -> "bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"bn1.running_mean" -> "bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"bn1.running_var" -> "bn1/batch_norm/0" [dtype=float, shape="(64,)"]; +"bn1/batch_norm/0" -> "relu/relu_/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"relu/relu_/0" -> "maxpool/max_pool2d/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"maxpool/max_pool2d/0" -> "layer1/0/conv1/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"maxpool/max_pool2d/0" -> "layer1/0/downsample/0/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"layer1.0.conv1.weight" -> "layer1/0/conv1/conv2d/0" [dtype=float, shape="(128, 64, 1, 1)"]; +"layer1/0/conv1/conv2d/0" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.0.bn1.weight" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.0.bn1.bias" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.0.bn1.running_mean" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.0.bn1.running_var" -> "layer1/0/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1/0/bn1/batch_norm/0" -> "layer1/0/relu/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1/0/relu/relu_/0" -> "layer1/0/conv2/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.0.conv2.weight" -> "layer1/0/conv2/conv2d/0" [dtype=float, shape="(128, 4, 3, 3)"]; +"layer1/0/conv2/conv2d/0" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.0.bn2.weight" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.0.bn2.bias" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.0.bn2.running_mean" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.0.bn2.running_var" -> "layer1/0/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1/0/bn2/batch_norm/0" -> "layer1/0/relu/relu_/1" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1/0/relu/relu_/1" -> "layer1/0/conv3/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.0.conv3.weight" -> "layer1/0/conv3/conv2d/0" [dtype=float, shape="(256, 128, 1, 1)"]; +"layer1/0/conv3/conv2d/0" -> "layer1/0/bn3/batch_norm/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1.0.bn3.weight" -> "layer1/0/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.0.bn3.bias" -> "layer1/0/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.0.bn3.running_mean" -> "layer1/0/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.0.bn3.running_var" -> "layer1/0/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1/0/bn3/batch_norm/0" -> "layer1/0/add_/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1.0.downsample.0.weight" -> "layer1/0/downsample/0/conv2d/0" [dtype=float, shape="(256, 64, 1, 1)"]; +"layer1/0/downsample/0/conv2d/0" -> "layer1/0/downsample/1/batch_norm/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1.0.downsample.1.weight" -> "layer1/0/downsample/1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.0.downsample.1.bias" -> "layer1/0/downsample/1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.0.downsample.1.running_mean" -> "layer1/0/downsample/1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.0.downsample.1.running_var" -> "layer1/0/downsample/1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1/0/downsample/1/batch_norm/0" -> "layer1/0/add_/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1/0/add_/0" -> "layer1/0/relu/relu_/2" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1/0/relu/relu_/2" -> "layer1/1/conv1/conv2d/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1/0/relu/relu_/2" -> "layer1/1/add_/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1.1.conv1.weight" -> "layer1/1/conv1/conv2d/0" [dtype=float, shape="(128, 256, 1, 1)"]; +"layer1/1/conv1/conv2d/0" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.1.bn1.weight" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.1.bn1.bias" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.1.bn1.running_mean" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.1.bn1.running_var" -> "layer1/1/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1/1/bn1/batch_norm/0" -> "layer1/1/relu/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1/1/relu/relu_/0" -> "layer1/1/conv2/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.1.conv2.weight" -> "layer1/1/conv2/conv2d/0" [dtype=float, shape="(128, 4, 3, 3)"]; +"layer1/1/conv2/conv2d/0" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.1.bn2.weight" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.1.bn2.bias" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.1.bn2.running_mean" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.1.bn2.running_var" -> "layer1/1/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1/1/bn2/batch_norm/0" -> "layer1/1/relu/relu_/1" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1/1/relu/relu_/1" -> "layer1/1/conv3/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.1.conv3.weight" -> "layer1/1/conv3/conv2d/0" [dtype=float, shape="(256, 128, 1, 1)"]; +"layer1/1/conv3/conv2d/0" -> "layer1/1/bn3/batch_norm/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1.1.bn3.weight" -> "layer1/1/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.1.bn3.bias" -> "layer1/1/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.1.bn3.running_mean" -> "layer1/1/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.1.bn3.running_var" -> "layer1/1/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1/1/bn3/batch_norm/0" -> "layer1/1/add_/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1/1/add_/0" -> "layer1/1/relu/relu_/2" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1/1/relu/relu_/2" -> "layer1/2/conv1/conv2d/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1/1/relu/relu_/2" -> "layer1/2/add_/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1.2.conv1.weight" -> "layer1/2/conv1/conv2d/0" [dtype=float, shape="(128, 256, 1, 1)"]; +"layer1/2/conv1/conv2d/0" -> "layer1/2/bn1/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.2.bn1.weight" -> "layer1/2/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.2.bn1.bias" -> "layer1/2/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.2.bn1.running_mean" -> "layer1/2/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.2.bn1.running_var" -> "layer1/2/bn1/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1/2/bn1/batch_norm/0" -> "layer1/2/relu/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1/2/relu/relu_/0" -> "layer1/2/conv2/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.2.conv2.weight" -> "layer1/2/conv2/conv2d/0" [dtype=float, shape="(128, 4, 3, 3)"]; +"layer1/2/conv2/conv2d/0" -> "layer1/2/bn2/batch_norm/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.2.bn2.weight" -> "layer1/2/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.2.bn2.bias" -> "layer1/2/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.2.bn2.running_mean" -> "layer1/2/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1.2.bn2.running_var" -> "layer1/2/bn2/batch_norm/0" [dtype=float, shape="(128,)"]; +"layer1/2/bn2/batch_norm/0" -> "layer1/2/relu/relu_/1" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1/2/relu/relu_/1" -> "layer1/2/conv3/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"layer1.2.conv3.weight" -> "layer1/2/conv3/conv2d/0" [dtype=float, shape="(256, 128, 1, 1)"]; +"layer1/2/conv3/conv2d/0" -> "layer1/2/bn3/batch_norm/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1.2.bn3.weight" -> "layer1/2/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.2.bn3.bias" -> "layer1/2/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.2.bn3.running_mean" -> "layer1/2/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1.2.bn3.running_var" -> "layer1/2/bn3/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer1/2/bn3/batch_norm/0" -> "layer1/2/add_/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1/2/add_/0" -> "layer1/2/relu/relu_/2" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1/2/relu/relu_/2" -> "layer2/0/conv1/conv2d/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer1/2/relu/relu_/2" -> "layer2/0/downsample/0/conv2d/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer2.0.conv1.weight" -> "layer2/0/conv1/conv2d/0" [dtype=float, shape="(256, 256, 1, 1)"]; +"layer2/0/conv1/conv2d/0" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer2.0.bn1.weight" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.0.bn1.bias" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.0.bn1.running_mean" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.0.bn1.running_var" -> "layer2/0/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2/0/bn1/batch_norm/0" -> "layer2/0/relu/relu_/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer2/0/relu/relu_/0" -> "layer2/0/conv2/conv2d/0" [dtype=float, shape="(1, 256, 16, 16)"]; +"layer2.0.conv2.weight" -> "layer2/0/conv2/conv2d/0" [dtype=float, shape="(256, 8, 3, 3)"]; +"layer2/0/conv2/conv2d/0" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.0.bn2.weight" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.0.bn2.bias" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.0.bn2.running_mean" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.0.bn2.running_var" -> "layer2/0/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2/0/bn2/batch_norm/0" -> "layer2/0/relu/relu_/1" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2/0/relu/relu_/1" -> "layer2/0/conv3/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.0.conv3.weight" -> "layer2/0/conv3/conv2d/0" [dtype=float, shape="(512, 256, 1, 1)"]; +"layer2/0/conv3/conv2d/0" -> "layer2/0/bn3/batch_norm/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2.0.bn3.weight" -> "layer2/0/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.0.bn3.bias" -> "layer2/0/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.0.bn3.running_mean" -> "layer2/0/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.0.bn3.running_var" -> "layer2/0/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2/0/bn3/batch_norm/0" -> "layer2/0/add_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2.0.downsample.0.weight" -> "layer2/0/downsample/0/conv2d/0" [dtype=float, shape="(512, 256, 1, 1)"]; +"layer2/0/downsample/0/conv2d/0" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2.0.downsample.1.weight" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.0.downsample.1.bias" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.0.downsample.1.running_mean" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.0.downsample.1.running_var" -> "layer2/0/downsample/1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2/0/downsample/1/batch_norm/0" -> "layer2/0/add_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/0/add_/0" -> "layer2/0/relu/relu_/2" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/0/relu/relu_/2" -> "layer2/1/conv1/conv2d/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/0/relu/relu_/2" -> "layer2/1/add_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2.1.conv1.weight" -> "layer2/1/conv1/conv2d/0" [dtype=float, shape="(256, 512, 1, 1)"]; +"layer2/1/conv1/conv2d/0" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.1.bn1.weight" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.1.bn1.bias" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.1.bn1.running_mean" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.1.bn1.running_var" -> "layer2/1/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2/1/bn1/batch_norm/0" -> "layer2/1/relu/relu_/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2/1/relu/relu_/0" -> "layer2/1/conv2/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.1.conv2.weight" -> "layer2/1/conv2/conv2d/0" [dtype=float, shape="(256, 8, 3, 3)"]; +"layer2/1/conv2/conv2d/0" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.1.bn2.weight" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.1.bn2.bias" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.1.bn2.running_mean" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.1.bn2.running_var" -> "layer2/1/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2/1/bn2/batch_norm/0" -> "layer2/1/relu/relu_/1" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2/1/relu/relu_/1" -> "layer2/1/conv3/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.1.conv3.weight" -> "layer2/1/conv3/conv2d/0" [dtype=float, shape="(512, 256, 1, 1)"]; +"layer2/1/conv3/conv2d/0" -> "layer2/1/bn3/batch_norm/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2.1.bn3.weight" -> "layer2/1/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.1.bn3.bias" -> "layer2/1/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.1.bn3.running_mean" -> "layer2/1/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.1.bn3.running_var" -> "layer2/1/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2/1/bn3/batch_norm/0" -> "layer2/1/add_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/1/add_/0" -> "layer2/1/relu/relu_/2" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/1/relu/relu_/2" -> "layer2/2/conv1/conv2d/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/1/relu/relu_/2" -> "layer2/2/add_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2.2.conv1.weight" -> "layer2/2/conv1/conv2d/0" [dtype=float, shape="(256, 512, 1, 1)"]; +"layer2/2/conv1/conv2d/0" -> "layer2/2/bn1/batch_norm/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.2.bn1.weight" -> "layer2/2/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.2.bn1.bias" -> "layer2/2/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.2.bn1.running_mean" -> "layer2/2/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.2.bn1.running_var" -> "layer2/2/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2/2/bn1/batch_norm/0" -> "layer2/2/relu/relu_/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2/2/relu/relu_/0" -> "layer2/2/conv2/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.2.conv2.weight" -> "layer2/2/conv2/conv2d/0" [dtype=float, shape="(256, 8, 3, 3)"]; +"layer2/2/conv2/conv2d/0" -> "layer2/2/bn2/batch_norm/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.2.bn2.weight" -> "layer2/2/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.2.bn2.bias" -> "layer2/2/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.2.bn2.running_mean" -> "layer2/2/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.2.bn2.running_var" -> "layer2/2/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2/2/bn2/batch_norm/0" -> "layer2/2/relu/relu_/1" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2/2/relu/relu_/1" -> "layer2/2/conv3/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.2.conv3.weight" -> "layer2/2/conv3/conv2d/0" [dtype=float, shape="(512, 256, 1, 1)"]; +"layer2/2/conv3/conv2d/0" -> "layer2/2/bn3/batch_norm/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2.2.bn3.weight" -> "layer2/2/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.2.bn3.bias" -> "layer2/2/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.2.bn3.running_mean" -> "layer2/2/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.2.bn3.running_var" -> "layer2/2/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2/2/bn3/batch_norm/0" -> "layer2/2/add_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/2/add_/0" -> "layer2/2/relu/relu_/2" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/2/relu/relu_/2" -> "layer2/3/conv1/conv2d/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/2/relu/relu_/2" -> "layer2/3/add_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2.3.conv1.weight" -> "layer2/3/conv1/conv2d/0" [dtype=float, shape="(256, 512, 1, 1)"]; +"layer2/3/conv1/conv2d/0" -> "layer2/3/bn1/batch_norm/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.3.bn1.weight" -> "layer2/3/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.3.bn1.bias" -> "layer2/3/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.3.bn1.running_mean" -> "layer2/3/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.3.bn1.running_var" -> "layer2/3/bn1/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2/3/bn1/batch_norm/0" -> "layer2/3/relu/relu_/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2/3/relu/relu_/0" -> "layer2/3/conv2/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.3.conv2.weight" -> "layer2/3/conv2/conv2d/0" [dtype=float, shape="(256, 8, 3, 3)"]; +"layer2/3/conv2/conv2d/0" -> "layer2/3/bn2/batch_norm/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.3.bn2.weight" -> "layer2/3/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.3.bn2.bias" -> "layer2/3/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.3.bn2.running_mean" -> "layer2/3/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2.3.bn2.running_var" -> "layer2/3/bn2/batch_norm/0" [dtype=float, shape="(256,)"]; +"layer2/3/bn2/batch_norm/0" -> "layer2/3/relu/relu_/1" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2/3/relu/relu_/1" -> "layer2/3/conv3/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"layer2.3.conv3.weight" -> "layer2/3/conv3/conv2d/0" [dtype=float, shape="(512, 256, 1, 1)"]; +"layer2/3/conv3/conv2d/0" -> "layer2/3/bn3/batch_norm/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2.3.bn3.weight" -> "layer2/3/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.3.bn3.bias" -> "layer2/3/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.3.bn3.running_mean" -> "layer2/3/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2.3.bn3.running_var" -> "layer2/3/bn3/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer2/3/bn3/batch_norm/0" -> "layer2/3/add_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/3/add_/0" -> "layer2/3/relu/relu_/2" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/3/relu/relu_/2" -> "layer3/0/conv1/conv2d/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer2/3/relu/relu_/2" -> "layer3/0/downsample/0/conv2d/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer3.0.conv1.weight" -> "layer3/0/conv1/conv2d/0" [dtype=float, shape="(512, 512, 1, 1)"]; +"layer3/0/conv1/conv2d/0" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer3.0.bn1.weight" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.0.bn1.bias" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.0.bn1.running_mean" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.0.bn1.running_var" -> "layer3/0/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/0/bn1/batch_norm/0" -> "layer3/0/relu/relu_/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer3/0/relu/relu_/0" -> "layer3/0/conv2/conv2d/0" [dtype=float, shape="(1, 512, 8, 8)"]; +"layer3.0.conv2.weight" -> "layer3/0/conv2/conv2d/0" [dtype=float, shape="(512, 16, 3, 3)"]; +"layer3/0/conv2/conv2d/0" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.0.bn2.weight" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.0.bn2.bias" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.0.bn2.running_mean" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.0.bn2.running_var" -> "layer3/0/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/0/bn2/batch_norm/0" -> "layer3/0/relu/relu_/1" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/0/relu/relu_/1" -> "layer3/0/conv3/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.0.conv3.weight" -> "layer3/0/conv3/conv2d/0" [dtype=float, shape="(1024, 512, 1, 1)"]; +"layer3/0/conv3/conv2d/0" -> "layer3/0/bn3/batch_norm/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.0.bn3.weight" -> "layer3/0/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.0.bn3.bias" -> "layer3/0/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.0.bn3.running_mean" -> "layer3/0/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.0.bn3.running_var" -> "layer3/0/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3/0/bn3/batch_norm/0" -> "layer3/0/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.0.downsample.0.weight" -> "layer3/0/downsample/0/conv2d/0" [dtype=float, shape="(1024, 512, 1, 1)"]; +"layer3/0/downsample/0/conv2d/0" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.0.downsample.1.weight" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.0.downsample.1.bias" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.0.downsample.1.running_mean" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.0.downsample.1.running_var" -> "layer3/0/downsample/1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3/0/downsample/1/batch_norm/0" -> "layer3/0/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/0/add_/0" -> "layer3/0/relu/relu_/2" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/0/relu/relu_/2" -> "layer3/1/conv1/conv2d/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/0/relu/relu_/2" -> "layer3/1/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.1.conv1.weight" -> "layer3/1/conv1/conv2d/0" [dtype=float, shape="(512, 1024, 1, 1)"]; +"layer3/1/conv1/conv2d/0" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.1.bn1.weight" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.1.bn1.bias" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.1.bn1.running_mean" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.1.bn1.running_var" -> "layer3/1/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/1/bn1/batch_norm/0" -> "layer3/1/relu/relu_/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/1/relu/relu_/0" -> "layer3/1/conv2/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.1.conv2.weight" -> "layer3/1/conv2/conv2d/0" [dtype=float, shape="(512, 16, 3, 3)"]; +"layer3/1/conv2/conv2d/0" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.1.bn2.weight" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.1.bn2.bias" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.1.bn2.running_mean" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.1.bn2.running_var" -> "layer3/1/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/1/bn2/batch_norm/0" -> "layer3/1/relu/relu_/1" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/1/relu/relu_/1" -> "layer3/1/conv3/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.1.conv3.weight" -> "layer3/1/conv3/conv2d/0" [dtype=float, shape="(1024, 512, 1, 1)"]; +"layer3/1/conv3/conv2d/0" -> "layer3/1/bn3/batch_norm/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.1.bn3.weight" -> "layer3/1/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.1.bn3.bias" -> "layer3/1/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.1.bn3.running_mean" -> "layer3/1/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.1.bn3.running_var" -> "layer3/1/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3/1/bn3/batch_norm/0" -> "layer3/1/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/1/add_/0" -> "layer3/1/relu/relu_/2" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/1/relu/relu_/2" -> "layer3/2/conv1/conv2d/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/1/relu/relu_/2" -> "layer3/2/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.2.conv1.weight" -> "layer3/2/conv1/conv2d/0" [dtype=float, shape="(512, 1024, 1, 1)"]; +"layer3/2/conv1/conv2d/0" -> "layer3/2/bn1/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.2.bn1.weight" -> "layer3/2/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.2.bn1.bias" -> "layer3/2/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.2.bn1.running_mean" -> "layer3/2/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.2.bn1.running_var" -> "layer3/2/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/2/bn1/batch_norm/0" -> "layer3/2/relu/relu_/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/2/relu/relu_/0" -> "layer3/2/conv2/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.2.conv2.weight" -> "layer3/2/conv2/conv2d/0" [dtype=float, shape="(512, 16, 3, 3)"]; +"layer3/2/conv2/conv2d/0" -> "layer3/2/bn2/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.2.bn2.weight" -> "layer3/2/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.2.bn2.bias" -> "layer3/2/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.2.bn2.running_mean" -> "layer3/2/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.2.bn2.running_var" -> "layer3/2/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/2/bn2/batch_norm/0" -> "layer3/2/relu/relu_/1" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/2/relu/relu_/1" -> "layer3/2/conv3/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.2.conv3.weight" -> "layer3/2/conv3/conv2d/0" [dtype=float, shape="(1024, 512, 1, 1)"]; +"layer3/2/conv3/conv2d/0" -> "layer3/2/bn3/batch_norm/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.2.bn3.weight" -> "layer3/2/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.2.bn3.bias" -> "layer3/2/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.2.bn3.running_mean" -> "layer3/2/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.2.bn3.running_var" -> "layer3/2/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3/2/bn3/batch_norm/0" -> "layer3/2/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/2/add_/0" -> "layer3/2/relu/relu_/2" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/2/relu/relu_/2" -> "layer3/3/conv1/conv2d/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/2/relu/relu_/2" -> "layer3/3/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.3.conv1.weight" -> "layer3/3/conv1/conv2d/0" [dtype=float, shape="(512, 1024, 1, 1)"]; +"layer3/3/conv1/conv2d/0" -> "layer3/3/bn1/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.3.bn1.weight" -> "layer3/3/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.3.bn1.bias" -> "layer3/3/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.3.bn1.running_mean" -> "layer3/3/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.3.bn1.running_var" -> "layer3/3/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/3/bn1/batch_norm/0" -> "layer3/3/relu/relu_/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/3/relu/relu_/0" -> "layer3/3/conv2/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.3.conv2.weight" -> "layer3/3/conv2/conv2d/0" [dtype=float, shape="(512, 16, 3, 3)"]; +"layer3/3/conv2/conv2d/0" -> "layer3/3/bn2/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.3.bn2.weight" -> "layer3/3/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.3.bn2.bias" -> "layer3/3/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.3.bn2.running_mean" -> "layer3/3/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.3.bn2.running_var" -> "layer3/3/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/3/bn2/batch_norm/0" -> "layer3/3/relu/relu_/1" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/3/relu/relu_/1" -> "layer3/3/conv3/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.3.conv3.weight" -> "layer3/3/conv3/conv2d/0" [dtype=float, shape="(1024, 512, 1, 1)"]; +"layer3/3/conv3/conv2d/0" -> "layer3/3/bn3/batch_norm/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.3.bn3.weight" -> "layer3/3/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.3.bn3.bias" -> "layer3/3/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.3.bn3.running_mean" -> "layer3/3/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.3.bn3.running_var" -> "layer3/3/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3/3/bn3/batch_norm/0" -> "layer3/3/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/3/add_/0" -> "layer3/3/relu/relu_/2" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/3/relu/relu_/2" -> "layer3/4/conv1/conv2d/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/3/relu/relu_/2" -> "layer3/4/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.4.conv1.weight" -> "layer3/4/conv1/conv2d/0" [dtype=float, shape="(512, 1024, 1, 1)"]; +"layer3/4/conv1/conv2d/0" -> "layer3/4/bn1/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.4.bn1.weight" -> "layer3/4/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.4.bn1.bias" -> "layer3/4/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.4.bn1.running_mean" -> "layer3/4/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.4.bn1.running_var" -> "layer3/4/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/4/bn1/batch_norm/0" -> "layer3/4/relu/relu_/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/4/relu/relu_/0" -> "layer3/4/conv2/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.4.conv2.weight" -> "layer3/4/conv2/conv2d/0" [dtype=float, shape="(512, 16, 3, 3)"]; +"layer3/4/conv2/conv2d/0" -> "layer3/4/bn2/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.4.bn2.weight" -> "layer3/4/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.4.bn2.bias" -> "layer3/4/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.4.bn2.running_mean" -> "layer3/4/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.4.bn2.running_var" -> "layer3/4/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/4/bn2/batch_norm/0" -> "layer3/4/relu/relu_/1" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/4/relu/relu_/1" -> "layer3/4/conv3/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.4.conv3.weight" -> "layer3/4/conv3/conv2d/0" [dtype=float, shape="(1024, 512, 1, 1)"]; +"layer3/4/conv3/conv2d/0" -> "layer3/4/bn3/batch_norm/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.4.bn3.weight" -> "layer3/4/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.4.bn3.bias" -> "layer3/4/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.4.bn3.running_mean" -> "layer3/4/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.4.bn3.running_var" -> "layer3/4/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3/4/bn3/batch_norm/0" -> "layer3/4/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/4/add_/0" -> "layer3/4/relu/relu_/2" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/4/relu/relu_/2" -> "layer3/5/conv1/conv2d/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/4/relu/relu_/2" -> "layer3/5/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.5.conv1.weight" -> "layer3/5/conv1/conv2d/0" [dtype=float, shape="(512, 1024, 1, 1)"]; +"layer3/5/conv1/conv2d/0" -> "layer3/5/bn1/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.5.bn1.weight" -> "layer3/5/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.5.bn1.bias" -> "layer3/5/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.5.bn1.running_mean" -> "layer3/5/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.5.bn1.running_var" -> "layer3/5/bn1/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/5/bn1/batch_norm/0" -> "layer3/5/relu/relu_/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/5/relu/relu_/0" -> "layer3/5/conv2/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.5.conv2.weight" -> "layer3/5/conv2/conv2d/0" [dtype=float, shape="(512, 16, 3, 3)"]; +"layer3/5/conv2/conv2d/0" -> "layer3/5/bn2/batch_norm/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.5.bn2.weight" -> "layer3/5/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.5.bn2.bias" -> "layer3/5/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.5.bn2.running_mean" -> "layer3/5/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3.5.bn2.running_var" -> "layer3/5/bn2/batch_norm/0" [dtype=float, shape="(512,)"]; +"layer3/5/bn2/batch_norm/0" -> "layer3/5/relu/relu_/1" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3/5/relu/relu_/1" -> "layer3/5/conv3/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"layer3.5.conv3.weight" -> "layer3/5/conv3/conv2d/0" [dtype=float, shape="(1024, 512, 1, 1)"]; +"layer3/5/conv3/conv2d/0" -> "layer3/5/bn3/batch_norm/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3.5.bn3.weight" -> "layer3/5/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.5.bn3.bias" -> "layer3/5/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.5.bn3.running_mean" -> "layer3/5/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3.5.bn3.running_var" -> "layer3/5/bn3/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer3/5/bn3/batch_norm/0" -> "layer3/5/add_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/5/add_/0" -> "layer3/5/relu/relu_/2" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/5/relu/relu_/2" -> "layer4/0/conv1/conv2d/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer3/5/relu/relu_/2" -> "layer4/0/downsample/0/conv2d/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer4.0.conv1.weight" -> "layer4/0/conv1/conv2d/0" [dtype=float, shape="(1024, 1024, 1, 1)"]; +"layer4/0/conv1/conv2d/0" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer4.0.bn1.weight" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.0.bn1.bias" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.0.bn1.running_mean" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.0.bn1.running_var" -> "layer4/0/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4/0/bn1/batch_norm/0" -> "layer4/0/relu/relu_/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer4/0/relu/relu_/0" -> "layer4/0/conv2/conv2d/0" [dtype=float, shape="(1, 1024, 4, 4)"]; +"layer4.0.conv2.weight" -> "layer4/0/conv2/conv2d/0" [dtype=float, shape="(1024, 32, 3, 3)"]; +"layer4/0/conv2/conv2d/0" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.0.bn2.weight" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.0.bn2.bias" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.0.bn2.running_mean" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.0.bn2.running_var" -> "layer4/0/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4/0/bn2/batch_norm/0" -> "layer4/0/relu/relu_/1" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4/0/relu/relu_/1" -> "layer4/0/conv3/conv2d/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.0.conv3.weight" -> "layer4/0/conv3/conv2d/0" [dtype=float, shape="(2048, 1024, 1, 1)"]; +"layer4/0/conv3/conv2d/0" -> "layer4/0/bn3/batch_norm/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4.0.bn3.weight" -> "layer4/0/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.0.bn3.bias" -> "layer4/0/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.0.bn3.running_mean" -> "layer4/0/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.0.bn3.running_var" -> "layer4/0/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4/0/bn3/batch_norm/0" -> "layer4/0/add_/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4.0.downsample.0.weight" -> "layer4/0/downsample/0/conv2d/0" [dtype=float, shape="(2048, 1024, 1, 1)"]; +"layer4/0/downsample/0/conv2d/0" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4.0.downsample.1.weight" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.0.downsample.1.bias" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.0.downsample.1.running_mean" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.0.downsample.1.running_var" -> "layer4/0/downsample/1/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4/0/downsample/1/batch_norm/0" -> "layer4/0/add_/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4/0/add_/0" -> "layer4/0/relu/relu_/2" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4/0/relu/relu_/2" -> "layer4/1/conv1/conv2d/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4/0/relu/relu_/2" -> "layer4/1/add_/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4.1.conv1.weight" -> "layer4/1/conv1/conv2d/0" [dtype=float, shape="(1024, 2048, 1, 1)"]; +"layer4/1/conv1/conv2d/0" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.1.bn1.weight" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.1.bn1.bias" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.1.bn1.running_mean" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.1.bn1.running_var" -> "layer4/1/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4/1/bn1/batch_norm/0" -> "layer4/1/relu/relu_/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4/1/relu/relu_/0" -> "layer4/1/conv2/conv2d/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.1.conv2.weight" -> "layer4/1/conv2/conv2d/0" [dtype=float, shape="(1024, 32, 3, 3)"]; +"layer4/1/conv2/conv2d/0" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.1.bn2.weight" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.1.bn2.bias" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.1.bn2.running_mean" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.1.bn2.running_var" -> "layer4/1/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4/1/bn2/batch_norm/0" -> "layer4/1/relu/relu_/1" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4/1/relu/relu_/1" -> "layer4/1/conv3/conv2d/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.1.conv3.weight" -> "layer4/1/conv3/conv2d/0" [dtype=float, shape="(2048, 1024, 1, 1)"]; +"layer4/1/conv3/conv2d/0" -> "layer4/1/bn3/batch_norm/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4.1.bn3.weight" -> "layer4/1/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.1.bn3.bias" -> "layer4/1/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.1.bn3.running_mean" -> "layer4/1/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.1.bn3.running_var" -> "layer4/1/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4/1/bn3/batch_norm/0" -> "layer4/1/add_/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4/1/add_/0" -> "layer4/1/relu/relu_/2" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4/1/relu/relu_/2" -> "layer4/2/conv1/conv2d/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4/1/relu/relu_/2" -> "layer4/2/add_/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4.2.conv1.weight" -> "layer4/2/conv1/conv2d/0" [dtype=float, shape="(1024, 2048, 1, 1)"]; +"layer4/2/conv1/conv2d/0" -> "layer4/2/bn1/batch_norm/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.2.bn1.weight" -> "layer4/2/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.2.bn1.bias" -> "layer4/2/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.2.bn1.running_mean" -> "layer4/2/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.2.bn1.running_var" -> "layer4/2/bn1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4/2/bn1/batch_norm/0" -> "layer4/2/relu/relu_/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4/2/relu/relu_/0" -> "layer4/2/conv2/conv2d/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.2.conv2.weight" -> "layer4/2/conv2/conv2d/0" [dtype=float, shape="(1024, 32, 3, 3)"]; +"layer4/2/conv2/conv2d/0" -> "layer4/2/bn2/batch_norm/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.2.bn2.weight" -> "layer4/2/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.2.bn2.bias" -> "layer4/2/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.2.bn2.running_mean" -> "layer4/2/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4.2.bn2.running_var" -> "layer4/2/bn2/batch_norm/0" [dtype=float, shape="(1024,)"]; +"layer4/2/bn2/batch_norm/0" -> "layer4/2/relu/relu_/1" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4/2/relu/relu_/1" -> "layer4/2/conv3/conv2d/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"layer4.2.conv3.weight" -> "layer4/2/conv3/conv2d/0" [dtype=float, shape="(2048, 1024, 1, 1)"]; +"layer4/2/conv3/conv2d/0" -> "layer4/2/bn3/batch_norm/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4.2.bn3.weight" -> "layer4/2/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.2.bn3.bias" -> "layer4/2/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.2.bn3.running_mean" -> "layer4/2/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4.2.bn3.running_var" -> "layer4/2/bn3/batch_norm/0" [dtype=float, shape="(2048,)"]; +"layer4/2/bn3/batch_norm/0" -> "layer4/2/add_/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4/2/add_/0" -> "layer4/2/relu/relu_/2" [dtype=float, shape="(1, 2048, 2, 2)"]; +"layer4/2/relu/relu_/2" -> "avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 2048, 2, 2)"]; +"avgpool/adaptive_avg_pool2d/0" -> "/flatten/0" [dtype=float, shape="(1, 2048, 1, 1)"]; +"/flatten/0" -> "fc/linear/0" [dtype=float, shape="(1, 2048)"]; +"fc.weight" -> "fc/linear/0" [dtype=float, shape="(1000, 2048)"]; +"fc.bias" -> "fc/linear/0" [dtype=float, shape="(1000,)"]; +"fc/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_shufflenet_v2_x0_5.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_shufflenet_v2_x0_5.dot index b56e153157d..12b6fd88bab 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_shufflenet_v2_x0_5.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_shufflenet_v2_x0_5.dot @@ -1,1075 +1,1075 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 conv1.0.weight" [id=1, type=nncf_model_const]; -"2 conv1/0/conv2d/0" [id=2, type=conv2d]; -"3 conv1.1.weight" [id=3, type=nncf_model_const]; -"4 conv1.1.bias" [id=4, type=nncf_model_const]; -"5 conv1.1.running_mean" [id=5, type=nncf_model_const]; -"6 conv1.1.running_var" [id=6, type=nncf_model_const]; -"7 conv1/1/batch_norm/0" [id=7, type=batch_norm]; -"8 conv1/2/relu_/0" [id=8, type=relu_]; -"9 maxpool/max_pool2d/0" [id=9, type=max_pool2d]; -"10 stage2.0.branch1.0.weight" [id=10, type=nncf_model_const]; -"11 stage2/0/branch1/0/conv2d/0" [id=11, type=conv2d]; -"12 stage2.0.branch1.1.weight" [id=12, type=nncf_model_const]; -"13 stage2.0.branch1.1.bias" [id=13, type=nncf_model_const]; -"14 stage2.0.branch1.1.running_mean" [id=14, type=nncf_model_const]; -"15 stage2.0.branch1.1.running_var" [id=15, type=nncf_model_const]; -"16 stage2/0/branch1/1/batch_norm/0" [id=16, type=batch_norm]; -"17 stage2.0.branch1.2.weight" [id=17, type=nncf_model_const]; -"18 stage2/0/branch1/2/conv2d/0" [id=18, type=conv2d]; -"19 stage2.0.branch1.3.weight" [id=19, type=nncf_model_const]; -"20 stage2.0.branch1.3.bias" [id=20, type=nncf_model_const]; -"21 stage2.0.branch1.3.running_mean" [id=21, type=nncf_model_const]; -"22 stage2.0.branch1.3.running_var" [id=22, type=nncf_model_const]; -"23 stage2/0/branch1/3/batch_norm/0" [id=23, type=batch_norm]; -"24 stage2/0/branch1/4/relu_/0" [id=24, type=relu_]; -"25 stage2.0.branch2.0.weight" [id=25, type=nncf_model_const]; -"26 stage2/0/branch2/0/conv2d/0" [id=26, type=conv2d]; -"27 stage2.0.branch2.1.weight" [id=27, type=nncf_model_const]; -"28 stage2.0.branch2.1.bias" [id=28, type=nncf_model_const]; -"29 stage2.0.branch2.1.running_mean" [id=29, type=nncf_model_const]; -"30 stage2.0.branch2.1.running_var" [id=30, type=nncf_model_const]; -"31 stage2/0/branch2/1/batch_norm/0" [id=31, type=batch_norm]; -"32 stage2/0/branch2/2/relu_/0" [id=32, type=relu_]; -"33 stage2.0.branch2.3.weight" [id=33, type=nncf_model_const]; -"34 stage2/0/branch2/3/conv2d/0" [id=34, type=conv2d]; -"35 stage2.0.branch2.4.weight" [id=35, type=nncf_model_const]; -"36 stage2.0.branch2.4.bias" [id=36, type=nncf_model_const]; -"37 stage2.0.branch2.4.running_mean" [id=37, type=nncf_model_const]; -"38 stage2.0.branch2.4.running_var" [id=38, type=nncf_model_const]; -"39 stage2/0/branch2/4/batch_norm/0" [id=39, type=batch_norm]; -"40 stage2.0.branch2.5.weight" [id=40, type=nncf_model_const]; -"41 stage2/0/branch2/5/conv2d/0" [id=41, type=conv2d]; -"42 stage2.0.branch2.6.weight" [id=42, type=nncf_model_const]; -"43 stage2.0.branch2.6.bias" [id=43, type=nncf_model_const]; -"44 stage2.0.branch2.6.running_mean" [id=44, type=nncf_model_const]; -"45 stage2.0.branch2.6.running_var" [id=45, type=nncf_model_const]; -"46 stage2/0/branch2/6/batch_norm/0" [id=46, type=batch_norm]; -"47 stage2/0/branch2/7/relu_/0" [id=47, type=relu_]; -"48 stage2/0/cat/0" [id=48, type=cat]; -"49 stage2/0/view/0" [id=49, type=view]; -"50 stage2/0/transpose/0" [id=50, type=transpose]; -"51 stage2/0/contiguous/0" [id=51, type=contiguous]; -"52 stage2/0/view/1" [id=52, type=view]; -"53 stage2/1/chunk/0" [id=53, type=chunk]; -"54 stage2.1.branch2.0.weight" [id=54, type=nncf_model_const]; -"55 stage2/1/branch2/0/conv2d/0" [id=55, type=conv2d]; -"56 stage2.1.branch2.1.weight" [id=56, type=nncf_model_const]; -"57 stage2.1.branch2.1.bias" [id=57, type=nncf_model_const]; -"58 stage2.1.branch2.1.running_mean" [id=58, type=nncf_model_const]; -"59 stage2.1.branch2.1.running_var" [id=59, type=nncf_model_const]; -"60 stage2/1/branch2/1/batch_norm/0" [id=60, type=batch_norm]; -"61 stage2/1/branch2/2/relu_/0" [id=61, type=relu_]; -"62 stage2.1.branch2.3.weight" [id=62, type=nncf_model_const]; -"63 stage2/1/branch2/3/conv2d/0" [id=63, type=conv2d]; -"64 stage2.1.branch2.4.weight" [id=64, type=nncf_model_const]; -"65 stage2.1.branch2.4.bias" [id=65, type=nncf_model_const]; -"66 stage2.1.branch2.4.running_mean" [id=66, type=nncf_model_const]; -"67 stage2.1.branch2.4.running_var" [id=67, type=nncf_model_const]; -"68 stage2/1/branch2/4/batch_norm/0" [id=68, type=batch_norm]; -"69 stage2.1.branch2.5.weight" [id=69, type=nncf_model_const]; -"70 stage2/1/branch2/5/conv2d/0" [id=70, type=conv2d]; -"71 stage2.1.branch2.6.weight" [id=71, type=nncf_model_const]; -"72 stage2.1.branch2.6.bias" [id=72, type=nncf_model_const]; -"73 stage2.1.branch2.6.running_mean" [id=73, type=nncf_model_const]; -"74 stage2.1.branch2.6.running_var" [id=74, type=nncf_model_const]; -"75 stage2/1/branch2/6/batch_norm/0" [id=75, type=batch_norm]; -"76 stage2/1/branch2/7/relu_/0" [id=76, type=relu_]; -"77 stage2/1/cat/0" [id=77, type=cat]; -"78 stage2/1/view/0" [id=78, type=view]; -"79 stage2/1/transpose/0" [id=79, type=transpose]; -"80 stage2/1/contiguous/0" [id=80, type=contiguous]; -"81 stage2/1/view/1" [id=81, type=view]; -"82 stage2/2/chunk/0" [id=82, type=chunk]; -"83 stage2.2.branch2.0.weight" [id=83, type=nncf_model_const]; -"84 stage2/2/branch2/0/conv2d/0" [id=84, type=conv2d]; -"85 stage2.2.branch2.1.weight" [id=85, type=nncf_model_const]; -"86 stage2.2.branch2.1.bias" [id=86, type=nncf_model_const]; -"87 stage2.2.branch2.1.running_mean" [id=87, type=nncf_model_const]; -"88 stage2.2.branch2.1.running_var" [id=88, type=nncf_model_const]; -"89 stage2/2/branch2/1/batch_norm/0" [id=89, type=batch_norm]; -"90 stage2/2/branch2/2/relu_/0" [id=90, type=relu_]; -"91 stage2.2.branch2.3.weight" [id=91, type=nncf_model_const]; -"92 stage2/2/branch2/3/conv2d/0" [id=92, type=conv2d]; -"93 stage2.2.branch2.4.weight" [id=93, type=nncf_model_const]; -"94 stage2.2.branch2.4.bias" [id=94, type=nncf_model_const]; -"95 stage2.2.branch2.4.running_mean" [id=95, type=nncf_model_const]; -"96 stage2.2.branch2.4.running_var" [id=96, type=nncf_model_const]; -"97 stage2/2/branch2/4/batch_norm/0" [id=97, type=batch_norm]; -"98 stage2.2.branch2.5.weight" [id=98, type=nncf_model_const]; -"99 stage2/2/branch2/5/conv2d/0" [id=99, type=conv2d]; -"100 stage2.2.branch2.6.weight" [id=100, type=nncf_model_const]; -"101 stage2.2.branch2.6.bias" [id=101, type=nncf_model_const]; -"102 stage2.2.branch2.6.running_mean" [id=102, type=nncf_model_const]; -"103 stage2.2.branch2.6.running_var" [id=103, type=nncf_model_const]; -"104 stage2/2/branch2/6/batch_norm/0" [id=104, type=batch_norm]; -"105 stage2/2/branch2/7/relu_/0" [id=105, type=relu_]; -"106 stage2/2/cat/0" [id=106, type=cat]; -"107 stage2/2/view/0" [id=107, type=view]; -"108 stage2/2/transpose/0" [id=108, type=transpose]; -"109 stage2/2/contiguous/0" [id=109, type=contiguous]; -"110 stage2/2/view/1" [id=110, type=view]; -"111 stage2/3/chunk/0" [id=111, type=chunk]; -"112 stage2.3.branch2.0.weight" [id=112, type=nncf_model_const]; -"113 stage2/3/branch2/0/conv2d/0" [id=113, type=conv2d]; -"114 stage2.3.branch2.1.weight" [id=114, type=nncf_model_const]; -"115 stage2.3.branch2.1.bias" [id=115, type=nncf_model_const]; -"116 stage2.3.branch2.1.running_mean" [id=116, type=nncf_model_const]; -"117 stage2.3.branch2.1.running_var" [id=117, type=nncf_model_const]; -"118 stage2/3/branch2/1/batch_norm/0" [id=118, type=batch_norm]; -"119 stage2/3/branch2/2/relu_/0" [id=119, type=relu_]; -"120 stage2.3.branch2.3.weight" [id=120, type=nncf_model_const]; -"121 stage2/3/branch2/3/conv2d/0" [id=121, type=conv2d]; -"122 stage2.3.branch2.4.weight" [id=122, type=nncf_model_const]; -"123 stage2.3.branch2.4.bias" [id=123, type=nncf_model_const]; -"124 stage2.3.branch2.4.running_mean" [id=124, type=nncf_model_const]; -"125 stage2.3.branch2.4.running_var" [id=125, type=nncf_model_const]; -"126 stage2/3/branch2/4/batch_norm/0" [id=126, type=batch_norm]; -"127 stage2.3.branch2.5.weight" [id=127, type=nncf_model_const]; -"128 stage2/3/branch2/5/conv2d/0" [id=128, type=conv2d]; -"129 stage2.3.branch2.6.weight" [id=129, type=nncf_model_const]; -"130 stage2.3.branch2.6.bias" [id=130, type=nncf_model_const]; -"131 stage2.3.branch2.6.running_mean" [id=131, type=nncf_model_const]; -"132 stage2.3.branch2.6.running_var" [id=132, type=nncf_model_const]; -"133 stage2/3/branch2/6/batch_norm/0" [id=133, type=batch_norm]; -"134 stage2/3/branch2/7/relu_/0" [id=134, type=relu_]; -"135 stage2/3/cat/0" [id=135, type=cat]; -"136 stage2/3/view/0" [id=136, type=view]; -"137 stage2/3/transpose/0" [id=137, type=transpose]; -"138 stage2/3/contiguous/0" [id=138, type=contiguous]; -"139 stage2/3/view/1" [id=139, type=view]; -"140 stage3.0.branch1.0.weight" [id=140, type=nncf_model_const]; -"141 stage3/0/branch1/0/conv2d/0" [id=141, type=conv2d]; -"142 stage3.0.branch1.1.weight" [id=142, type=nncf_model_const]; -"143 stage3.0.branch1.1.bias" [id=143, type=nncf_model_const]; -"144 stage3.0.branch1.1.running_mean" [id=144, type=nncf_model_const]; -"145 stage3.0.branch1.1.running_var" [id=145, type=nncf_model_const]; -"146 stage3/0/branch1/1/batch_norm/0" [id=146, type=batch_norm]; -"147 stage3.0.branch1.2.weight" [id=147, type=nncf_model_const]; -"148 stage3/0/branch1/2/conv2d/0" [id=148, type=conv2d]; -"149 stage3.0.branch1.3.weight" [id=149, type=nncf_model_const]; -"150 stage3.0.branch1.3.bias" [id=150, type=nncf_model_const]; -"151 stage3.0.branch1.3.running_mean" [id=151, type=nncf_model_const]; -"152 stage3.0.branch1.3.running_var" [id=152, type=nncf_model_const]; -"153 stage3/0/branch1/3/batch_norm/0" [id=153, type=batch_norm]; -"154 stage3/0/branch1/4/relu_/0" [id=154, type=relu_]; -"155 stage3.0.branch2.0.weight" [id=155, type=nncf_model_const]; -"156 stage3/0/branch2/0/conv2d/0" [id=156, type=conv2d]; -"157 stage3.0.branch2.1.weight" [id=157, type=nncf_model_const]; -"158 stage3.0.branch2.1.bias" [id=158, type=nncf_model_const]; -"159 stage3.0.branch2.1.running_mean" [id=159, type=nncf_model_const]; -"160 stage3.0.branch2.1.running_var" [id=160, type=nncf_model_const]; -"161 stage3/0/branch2/1/batch_norm/0" [id=161, type=batch_norm]; -"162 stage3/0/branch2/2/relu_/0" [id=162, type=relu_]; -"163 stage3.0.branch2.3.weight" [id=163, type=nncf_model_const]; -"164 stage3/0/branch2/3/conv2d/0" [id=164, type=conv2d]; -"165 stage3.0.branch2.4.weight" [id=165, type=nncf_model_const]; -"166 stage3.0.branch2.4.bias" [id=166, type=nncf_model_const]; -"167 stage3.0.branch2.4.running_mean" [id=167, type=nncf_model_const]; -"168 stage3.0.branch2.4.running_var" [id=168, type=nncf_model_const]; -"169 stage3/0/branch2/4/batch_norm/0" [id=169, type=batch_norm]; -"170 stage3.0.branch2.5.weight" [id=170, type=nncf_model_const]; -"171 stage3/0/branch2/5/conv2d/0" [id=171, type=conv2d]; -"172 stage3.0.branch2.6.weight" [id=172, type=nncf_model_const]; -"173 stage3.0.branch2.6.bias" [id=173, type=nncf_model_const]; -"174 stage3.0.branch2.6.running_mean" [id=174, type=nncf_model_const]; -"175 stage3.0.branch2.6.running_var" [id=175, type=nncf_model_const]; -"176 stage3/0/branch2/6/batch_norm/0" [id=176, type=batch_norm]; -"177 stage3/0/branch2/7/relu_/0" [id=177, type=relu_]; -"178 stage3/0/cat/0" [id=178, type=cat]; -"179 stage3/0/view/0" [id=179, type=view]; -"180 stage3/0/transpose/0" [id=180, type=transpose]; -"181 stage3/0/contiguous/0" [id=181, type=contiguous]; -"182 stage3/0/view/1" [id=182, type=view]; -"183 stage3/1/chunk/0" [id=183, type=chunk]; -"184 stage3.1.branch2.0.weight" [id=184, type=nncf_model_const]; -"185 stage3/1/branch2/0/conv2d/0" [id=185, type=conv2d]; -"186 stage3.1.branch2.1.weight" [id=186, type=nncf_model_const]; -"187 stage3.1.branch2.1.bias" [id=187, type=nncf_model_const]; -"188 stage3.1.branch2.1.running_mean" [id=188, type=nncf_model_const]; -"189 stage3.1.branch2.1.running_var" [id=189, type=nncf_model_const]; -"190 stage3/1/branch2/1/batch_norm/0" [id=190, type=batch_norm]; -"191 stage3/1/branch2/2/relu_/0" [id=191, type=relu_]; -"192 stage3.1.branch2.3.weight" [id=192, type=nncf_model_const]; -"193 stage3/1/branch2/3/conv2d/0" [id=193, type=conv2d]; -"194 stage3.1.branch2.4.weight" [id=194, type=nncf_model_const]; -"195 stage3.1.branch2.4.bias" [id=195, type=nncf_model_const]; -"196 stage3.1.branch2.4.running_mean" [id=196, type=nncf_model_const]; -"197 stage3.1.branch2.4.running_var" [id=197, type=nncf_model_const]; -"198 stage3/1/branch2/4/batch_norm/0" [id=198, type=batch_norm]; -"199 stage3.1.branch2.5.weight" [id=199, type=nncf_model_const]; -"200 stage3/1/branch2/5/conv2d/0" [id=200, type=conv2d]; -"201 stage3.1.branch2.6.weight" [id=201, type=nncf_model_const]; -"202 stage3.1.branch2.6.bias" [id=202, type=nncf_model_const]; -"203 stage3.1.branch2.6.running_mean" [id=203, type=nncf_model_const]; -"204 stage3.1.branch2.6.running_var" [id=204, type=nncf_model_const]; -"205 stage3/1/branch2/6/batch_norm/0" [id=205, type=batch_norm]; -"206 stage3/1/branch2/7/relu_/0" [id=206, type=relu_]; -"207 stage3/1/cat/0" [id=207, type=cat]; -"208 stage3/1/view/0" [id=208, type=view]; -"209 stage3/1/transpose/0" [id=209, type=transpose]; -"210 stage3/1/contiguous/0" [id=210, type=contiguous]; -"211 stage3/1/view/1" [id=211, type=view]; -"212 stage3/2/chunk/0" [id=212, type=chunk]; -"213 stage3.2.branch2.0.weight" [id=213, type=nncf_model_const]; -"214 stage3/2/branch2/0/conv2d/0" [id=214, type=conv2d]; -"215 stage3.2.branch2.1.weight" [id=215, type=nncf_model_const]; -"216 stage3.2.branch2.1.bias" [id=216, type=nncf_model_const]; -"217 stage3.2.branch2.1.running_mean" [id=217, type=nncf_model_const]; -"218 stage3.2.branch2.1.running_var" [id=218, type=nncf_model_const]; -"219 stage3/2/branch2/1/batch_norm/0" [id=219, type=batch_norm]; -"220 stage3/2/branch2/2/relu_/0" [id=220, type=relu_]; -"221 stage3.2.branch2.3.weight" [id=221, type=nncf_model_const]; -"222 stage3/2/branch2/3/conv2d/0" [id=222, type=conv2d]; -"223 stage3.2.branch2.4.weight" [id=223, type=nncf_model_const]; -"224 stage3.2.branch2.4.bias" [id=224, type=nncf_model_const]; -"225 stage3.2.branch2.4.running_mean" [id=225, type=nncf_model_const]; -"226 stage3.2.branch2.4.running_var" [id=226, type=nncf_model_const]; -"227 stage3/2/branch2/4/batch_norm/0" [id=227, type=batch_norm]; -"228 stage3.2.branch2.5.weight" [id=228, type=nncf_model_const]; -"229 stage3/2/branch2/5/conv2d/0" [id=229, type=conv2d]; -"230 stage3.2.branch2.6.weight" [id=230, type=nncf_model_const]; -"231 stage3.2.branch2.6.bias" [id=231, type=nncf_model_const]; -"232 stage3.2.branch2.6.running_mean" [id=232, type=nncf_model_const]; -"233 stage3.2.branch2.6.running_var" [id=233, type=nncf_model_const]; -"234 stage3/2/branch2/6/batch_norm/0" [id=234, type=batch_norm]; -"235 stage3/2/branch2/7/relu_/0" [id=235, type=relu_]; -"236 stage3/2/cat/0" [id=236, type=cat]; -"237 stage3/2/view/0" [id=237, type=view]; -"238 stage3/2/transpose/0" [id=238, type=transpose]; -"239 stage3/2/contiguous/0" [id=239, type=contiguous]; -"240 stage3/2/view/1" [id=240, type=view]; -"241 stage3/3/chunk/0" [id=241, type=chunk]; -"242 stage3.3.branch2.0.weight" [id=242, type=nncf_model_const]; -"243 stage3/3/branch2/0/conv2d/0" [id=243, type=conv2d]; -"244 stage3.3.branch2.1.weight" [id=244, type=nncf_model_const]; -"245 stage3.3.branch2.1.bias" [id=245, type=nncf_model_const]; -"246 stage3.3.branch2.1.running_mean" [id=246, type=nncf_model_const]; -"247 stage3.3.branch2.1.running_var" [id=247, type=nncf_model_const]; -"248 stage3/3/branch2/1/batch_norm/0" [id=248, type=batch_norm]; -"249 stage3/3/branch2/2/relu_/0" [id=249, type=relu_]; -"250 stage3.3.branch2.3.weight" [id=250, type=nncf_model_const]; -"251 stage3/3/branch2/3/conv2d/0" [id=251, type=conv2d]; -"252 stage3.3.branch2.4.weight" [id=252, type=nncf_model_const]; -"253 stage3.3.branch2.4.bias" [id=253, type=nncf_model_const]; -"254 stage3.3.branch2.4.running_mean" [id=254, type=nncf_model_const]; -"255 stage3.3.branch2.4.running_var" [id=255, type=nncf_model_const]; -"256 stage3/3/branch2/4/batch_norm/0" [id=256, type=batch_norm]; -"257 stage3.3.branch2.5.weight" [id=257, type=nncf_model_const]; -"258 stage3/3/branch2/5/conv2d/0" [id=258, type=conv2d]; -"259 stage3.3.branch2.6.weight" [id=259, type=nncf_model_const]; -"260 stage3.3.branch2.6.bias" [id=260, type=nncf_model_const]; -"261 stage3.3.branch2.6.running_mean" [id=261, type=nncf_model_const]; -"262 stage3.3.branch2.6.running_var" [id=262, type=nncf_model_const]; -"263 stage3/3/branch2/6/batch_norm/0" [id=263, type=batch_norm]; -"264 stage3/3/branch2/7/relu_/0" [id=264, type=relu_]; -"265 stage3/3/cat/0" [id=265, type=cat]; -"266 stage3/3/view/0" [id=266, type=view]; -"267 stage3/3/transpose/0" [id=267, type=transpose]; -"268 stage3/3/contiguous/0" [id=268, type=contiguous]; -"269 stage3/3/view/1" [id=269, type=view]; -"270 stage3/4/chunk/0" [id=270, type=chunk]; -"271 stage3.4.branch2.0.weight" [id=271, type=nncf_model_const]; -"272 stage3/4/branch2/0/conv2d/0" [id=272, type=conv2d]; -"273 stage3.4.branch2.1.weight" [id=273, type=nncf_model_const]; -"274 stage3.4.branch2.1.bias" [id=274, type=nncf_model_const]; -"275 stage3.4.branch2.1.running_mean" [id=275, type=nncf_model_const]; -"276 stage3.4.branch2.1.running_var" [id=276, type=nncf_model_const]; -"277 stage3/4/branch2/1/batch_norm/0" [id=277, type=batch_norm]; -"278 stage3/4/branch2/2/relu_/0" [id=278, type=relu_]; -"279 stage3.4.branch2.3.weight" [id=279, type=nncf_model_const]; -"280 stage3/4/branch2/3/conv2d/0" [id=280, type=conv2d]; -"281 stage3.4.branch2.4.weight" [id=281, type=nncf_model_const]; -"282 stage3.4.branch2.4.bias" [id=282, type=nncf_model_const]; -"283 stage3.4.branch2.4.running_mean" [id=283, type=nncf_model_const]; -"284 stage3.4.branch2.4.running_var" [id=284, type=nncf_model_const]; -"285 stage3/4/branch2/4/batch_norm/0" [id=285, type=batch_norm]; -"286 stage3.4.branch2.5.weight" [id=286, type=nncf_model_const]; -"287 stage3/4/branch2/5/conv2d/0" [id=287, type=conv2d]; -"288 stage3.4.branch2.6.weight" [id=288, type=nncf_model_const]; -"289 stage3.4.branch2.6.bias" [id=289, type=nncf_model_const]; -"290 stage3.4.branch2.6.running_mean" [id=290, type=nncf_model_const]; -"291 stage3.4.branch2.6.running_var" [id=291, type=nncf_model_const]; -"292 stage3/4/branch2/6/batch_norm/0" [id=292, type=batch_norm]; -"293 stage3/4/branch2/7/relu_/0" [id=293, type=relu_]; -"294 stage3/4/cat/0" [id=294, type=cat]; -"295 stage3/4/view/0" [id=295, type=view]; -"296 stage3/4/transpose/0" [id=296, type=transpose]; -"297 stage3/4/contiguous/0" [id=297, type=contiguous]; -"298 stage3/4/view/1" [id=298, type=view]; -"299 stage3/5/chunk/0" [id=299, type=chunk]; -"300 stage3.5.branch2.0.weight" [id=300, type=nncf_model_const]; -"301 stage3/5/branch2/0/conv2d/0" [id=301, type=conv2d]; -"302 stage3.5.branch2.1.weight" [id=302, type=nncf_model_const]; -"303 stage3.5.branch2.1.bias" [id=303, type=nncf_model_const]; -"304 stage3.5.branch2.1.running_mean" [id=304, type=nncf_model_const]; -"305 stage3.5.branch2.1.running_var" [id=305, type=nncf_model_const]; -"306 stage3/5/branch2/1/batch_norm/0" [id=306, type=batch_norm]; -"307 stage3/5/branch2/2/relu_/0" [id=307, type=relu_]; -"308 stage3.5.branch2.3.weight" [id=308, type=nncf_model_const]; -"309 stage3/5/branch2/3/conv2d/0" [id=309, type=conv2d]; -"310 stage3.5.branch2.4.weight" [id=310, type=nncf_model_const]; -"311 stage3.5.branch2.4.bias" [id=311, type=nncf_model_const]; -"312 stage3.5.branch2.4.running_mean" [id=312, type=nncf_model_const]; -"313 stage3.5.branch2.4.running_var" [id=313, type=nncf_model_const]; -"314 stage3/5/branch2/4/batch_norm/0" [id=314, type=batch_norm]; -"315 stage3.5.branch2.5.weight" [id=315, type=nncf_model_const]; -"316 stage3/5/branch2/5/conv2d/0" [id=316, type=conv2d]; -"317 stage3.5.branch2.6.weight" [id=317, type=nncf_model_const]; -"318 stage3.5.branch2.6.bias" [id=318, type=nncf_model_const]; -"319 stage3.5.branch2.6.running_mean" [id=319, type=nncf_model_const]; -"320 stage3.5.branch2.6.running_var" [id=320, type=nncf_model_const]; -"321 stage3/5/branch2/6/batch_norm/0" [id=321, type=batch_norm]; -"322 stage3/5/branch2/7/relu_/0" [id=322, type=relu_]; -"323 stage3/5/cat/0" [id=323, type=cat]; -"324 stage3/5/view/0" [id=324, type=view]; -"325 stage3/5/transpose/0" [id=325, type=transpose]; -"326 stage3/5/contiguous/0" [id=326, type=contiguous]; -"327 stage3/5/view/1" [id=327, type=view]; -"328 stage3/6/chunk/0" [id=328, type=chunk]; -"329 stage3.6.branch2.0.weight" [id=329, type=nncf_model_const]; -"330 stage3/6/branch2/0/conv2d/0" [id=330, type=conv2d]; -"331 stage3.6.branch2.1.weight" [id=331, type=nncf_model_const]; -"332 stage3.6.branch2.1.bias" [id=332, type=nncf_model_const]; -"333 stage3.6.branch2.1.running_mean" [id=333, type=nncf_model_const]; -"334 stage3.6.branch2.1.running_var" [id=334, type=nncf_model_const]; -"335 stage3/6/branch2/1/batch_norm/0" [id=335, type=batch_norm]; -"336 stage3/6/branch2/2/relu_/0" [id=336, type=relu_]; -"337 stage3.6.branch2.3.weight" [id=337, type=nncf_model_const]; -"338 stage3/6/branch2/3/conv2d/0" [id=338, type=conv2d]; -"339 stage3.6.branch2.4.weight" [id=339, type=nncf_model_const]; -"340 stage3.6.branch2.4.bias" [id=340, type=nncf_model_const]; -"341 stage3.6.branch2.4.running_mean" [id=341, type=nncf_model_const]; -"342 stage3.6.branch2.4.running_var" [id=342, type=nncf_model_const]; -"343 stage3/6/branch2/4/batch_norm/0" [id=343, type=batch_norm]; -"344 stage3.6.branch2.5.weight" [id=344, type=nncf_model_const]; -"345 stage3/6/branch2/5/conv2d/0" [id=345, type=conv2d]; -"346 stage3.6.branch2.6.weight" [id=346, type=nncf_model_const]; -"347 stage3.6.branch2.6.bias" [id=347, type=nncf_model_const]; -"348 stage3.6.branch2.6.running_mean" [id=348, type=nncf_model_const]; -"349 stage3.6.branch2.6.running_var" [id=349, type=nncf_model_const]; -"350 stage3/6/branch2/6/batch_norm/0" [id=350, type=batch_norm]; -"351 stage3/6/branch2/7/relu_/0" [id=351, type=relu_]; -"352 stage3/6/cat/0" [id=352, type=cat]; -"353 stage3/6/view/0" [id=353, type=view]; -"354 stage3/6/transpose/0" [id=354, type=transpose]; -"355 stage3/6/contiguous/0" [id=355, type=contiguous]; -"356 stage3/6/view/1" [id=356, type=view]; -"357 stage3/7/chunk/0" [id=357, type=chunk]; -"358 stage3.7.branch2.0.weight" [id=358, type=nncf_model_const]; -"359 stage3/7/branch2/0/conv2d/0" [id=359, type=conv2d]; -"360 stage3.7.branch2.1.weight" [id=360, type=nncf_model_const]; -"361 stage3.7.branch2.1.bias" [id=361, type=nncf_model_const]; -"362 stage3.7.branch2.1.running_mean" [id=362, type=nncf_model_const]; -"363 stage3.7.branch2.1.running_var" [id=363, type=nncf_model_const]; -"364 stage3/7/branch2/1/batch_norm/0" [id=364, type=batch_norm]; -"365 stage3/7/branch2/2/relu_/0" [id=365, type=relu_]; -"366 stage3.7.branch2.3.weight" [id=366, type=nncf_model_const]; -"367 stage3/7/branch2/3/conv2d/0" [id=367, type=conv2d]; -"368 stage3.7.branch2.4.weight" [id=368, type=nncf_model_const]; -"369 stage3.7.branch2.4.bias" [id=369, type=nncf_model_const]; -"370 stage3.7.branch2.4.running_mean" [id=370, type=nncf_model_const]; -"371 stage3.7.branch2.4.running_var" [id=371, type=nncf_model_const]; -"372 stage3/7/branch2/4/batch_norm/0" [id=372, type=batch_norm]; -"373 stage3.7.branch2.5.weight" [id=373, type=nncf_model_const]; -"374 stage3/7/branch2/5/conv2d/0" [id=374, type=conv2d]; -"375 stage3.7.branch2.6.weight" [id=375, type=nncf_model_const]; -"376 stage3.7.branch2.6.bias" [id=376, type=nncf_model_const]; -"377 stage3.7.branch2.6.running_mean" [id=377, type=nncf_model_const]; -"378 stage3.7.branch2.6.running_var" [id=378, type=nncf_model_const]; -"379 stage3/7/branch2/6/batch_norm/0" [id=379, type=batch_norm]; -"380 stage3/7/branch2/7/relu_/0" [id=380, type=relu_]; -"381 stage3/7/cat/0" [id=381, type=cat]; -"382 stage3/7/view/0" [id=382, type=view]; -"383 stage3/7/transpose/0" [id=383, type=transpose]; -"384 stage3/7/contiguous/0" [id=384, type=contiguous]; -"385 stage3/7/view/1" [id=385, type=view]; -"386 stage4.0.branch1.0.weight" [id=386, type=nncf_model_const]; -"387 stage4/0/branch1/0/conv2d/0" [id=387, type=conv2d]; -"388 stage4.0.branch1.1.weight" [id=388, type=nncf_model_const]; -"389 stage4.0.branch1.1.bias" [id=389, type=nncf_model_const]; -"390 stage4.0.branch1.1.running_mean" [id=390, type=nncf_model_const]; -"391 stage4.0.branch1.1.running_var" [id=391, type=nncf_model_const]; -"392 stage4/0/branch1/1/batch_norm/0" [id=392, type=batch_norm]; -"393 stage4.0.branch1.2.weight" [id=393, type=nncf_model_const]; -"394 stage4/0/branch1/2/conv2d/0" [id=394, type=conv2d]; -"395 stage4.0.branch1.3.weight" [id=395, type=nncf_model_const]; -"396 stage4.0.branch1.3.bias" [id=396, type=nncf_model_const]; -"397 stage4.0.branch1.3.running_mean" [id=397, type=nncf_model_const]; -"398 stage4.0.branch1.3.running_var" [id=398, type=nncf_model_const]; -"399 stage4/0/branch1/3/batch_norm/0" [id=399, type=batch_norm]; -"400 stage4/0/branch1/4/relu_/0" [id=400, type=relu_]; -"401 stage4.0.branch2.0.weight" [id=401, type=nncf_model_const]; -"402 stage4/0/branch2/0/conv2d/0" [id=402, type=conv2d]; -"403 stage4.0.branch2.1.weight" [id=403, type=nncf_model_const]; -"404 stage4.0.branch2.1.bias" [id=404, type=nncf_model_const]; -"405 stage4.0.branch2.1.running_mean" [id=405, type=nncf_model_const]; -"406 stage4.0.branch2.1.running_var" [id=406, type=nncf_model_const]; -"407 stage4/0/branch2/1/batch_norm/0" [id=407, type=batch_norm]; -"408 stage4/0/branch2/2/relu_/0" [id=408, type=relu_]; -"409 stage4.0.branch2.3.weight" [id=409, type=nncf_model_const]; -"410 stage4/0/branch2/3/conv2d/0" [id=410, type=conv2d]; -"411 stage4.0.branch2.4.weight" [id=411, type=nncf_model_const]; -"412 stage4.0.branch2.4.bias" [id=412, type=nncf_model_const]; -"413 stage4.0.branch2.4.running_mean" [id=413, type=nncf_model_const]; -"414 stage4.0.branch2.4.running_var" [id=414, type=nncf_model_const]; -"415 stage4/0/branch2/4/batch_norm/0" [id=415, type=batch_norm]; -"416 stage4.0.branch2.5.weight" [id=416, type=nncf_model_const]; -"417 stage4/0/branch2/5/conv2d/0" [id=417, type=conv2d]; -"418 stage4.0.branch2.6.weight" [id=418, type=nncf_model_const]; -"419 stage4.0.branch2.6.bias" [id=419, type=nncf_model_const]; -"420 stage4.0.branch2.6.running_mean" [id=420, type=nncf_model_const]; -"421 stage4.0.branch2.6.running_var" [id=421, type=nncf_model_const]; -"422 stage4/0/branch2/6/batch_norm/0" [id=422, type=batch_norm]; -"423 stage4/0/branch2/7/relu_/0" [id=423, type=relu_]; -"424 stage4/0/cat/0" [id=424, type=cat]; -"425 stage4/0/view/0" [id=425, type=view]; -"426 stage4/0/transpose/0" [id=426, type=transpose]; -"427 stage4/0/contiguous/0" [id=427, type=contiguous]; -"428 stage4/0/view/1" [id=428, type=view]; -"429 stage4/1/chunk/0" [id=429, type=chunk]; -"430 stage4.1.branch2.0.weight" [id=430, type=nncf_model_const]; -"431 stage4/1/branch2/0/conv2d/0" [id=431, type=conv2d]; -"432 stage4.1.branch2.1.weight" [id=432, type=nncf_model_const]; -"433 stage4.1.branch2.1.bias" [id=433, type=nncf_model_const]; -"434 stage4.1.branch2.1.running_mean" [id=434, type=nncf_model_const]; -"435 stage4.1.branch2.1.running_var" [id=435, type=nncf_model_const]; -"436 stage4/1/branch2/1/batch_norm/0" [id=436, type=batch_norm]; -"437 stage4/1/branch2/2/relu_/0" [id=437, type=relu_]; -"438 stage4.1.branch2.3.weight" [id=438, type=nncf_model_const]; -"439 stage4/1/branch2/3/conv2d/0" [id=439, type=conv2d]; -"440 stage4.1.branch2.4.weight" [id=440, type=nncf_model_const]; -"441 stage4.1.branch2.4.bias" [id=441, type=nncf_model_const]; -"442 stage4.1.branch2.4.running_mean" [id=442, type=nncf_model_const]; -"443 stage4.1.branch2.4.running_var" [id=443, type=nncf_model_const]; -"444 stage4/1/branch2/4/batch_norm/0" [id=444, type=batch_norm]; -"445 stage4.1.branch2.5.weight" [id=445, type=nncf_model_const]; -"446 stage4/1/branch2/5/conv2d/0" [id=446, type=conv2d]; -"447 stage4.1.branch2.6.weight" [id=447, type=nncf_model_const]; -"448 stage4.1.branch2.6.bias" [id=448, type=nncf_model_const]; -"449 stage4.1.branch2.6.running_mean" [id=449, type=nncf_model_const]; -"450 stage4.1.branch2.6.running_var" [id=450, type=nncf_model_const]; -"451 stage4/1/branch2/6/batch_norm/0" [id=451, type=batch_norm]; -"452 stage4/1/branch2/7/relu_/0" [id=452, type=relu_]; -"453 stage4/1/cat/0" [id=453, type=cat]; -"454 stage4/1/view/0" [id=454, type=view]; -"455 stage4/1/transpose/0" [id=455, type=transpose]; -"456 stage4/1/contiguous/0" [id=456, type=contiguous]; -"457 stage4/1/view/1" [id=457, type=view]; -"458 stage4/2/chunk/0" [id=458, type=chunk]; -"459 stage4.2.branch2.0.weight" [id=459, type=nncf_model_const]; -"460 stage4/2/branch2/0/conv2d/0" [id=460, type=conv2d]; -"461 stage4.2.branch2.1.weight" [id=461, type=nncf_model_const]; -"462 stage4.2.branch2.1.bias" [id=462, type=nncf_model_const]; -"463 stage4.2.branch2.1.running_mean" [id=463, type=nncf_model_const]; -"464 stage4.2.branch2.1.running_var" [id=464, type=nncf_model_const]; -"465 stage4/2/branch2/1/batch_norm/0" [id=465, type=batch_norm]; -"466 stage4/2/branch2/2/relu_/0" [id=466, type=relu_]; -"467 stage4.2.branch2.3.weight" [id=467, type=nncf_model_const]; -"468 stage4/2/branch2/3/conv2d/0" [id=468, type=conv2d]; -"469 stage4.2.branch2.4.weight" [id=469, type=nncf_model_const]; -"470 stage4.2.branch2.4.bias" [id=470, type=nncf_model_const]; -"471 stage4.2.branch2.4.running_mean" [id=471, type=nncf_model_const]; -"472 stage4.2.branch2.4.running_var" [id=472, type=nncf_model_const]; -"473 stage4/2/branch2/4/batch_norm/0" [id=473, type=batch_norm]; -"474 stage4.2.branch2.5.weight" [id=474, type=nncf_model_const]; -"475 stage4/2/branch2/5/conv2d/0" [id=475, type=conv2d]; -"476 stage4.2.branch2.6.weight" [id=476, type=nncf_model_const]; -"477 stage4.2.branch2.6.bias" [id=477, type=nncf_model_const]; -"478 stage4.2.branch2.6.running_mean" [id=478, type=nncf_model_const]; -"479 stage4.2.branch2.6.running_var" [id=479, type=nncf_model_const]; -"480 stage4/2/branch2/6/batch_norm/0" [id=480, type=batch_norm]; -"481 stage4/2/branch2/7/relu_/0" [id=481, type=relu_]; -"482 stage4/2/cat/0" [id=482, type=cat]; -"483 stage4/2/view/0" [id=483, type=view]; -"484 stage4/2/transpose/0" [id=484, type=transpose]; -"485 stage4/2/contiguous/0" [id=485, type=contiguous]; -"486 stage4/2/view/1" [id=486, type=view]; -"487 stage4/3/chunk/0" [id=487, type=chunk]; -"488 stage4.3.branch2.0.weight" [id=488, type=nncf_model_const]; -"489 stage4/3/branch2/0/conv2d/0" [id=489, type=conv2d]; -"490 stage4.3.branch2.1.weight" [id=490, type=nncf_model_const]; -"491 stage4.3.branch2.1.bias" [id=491, type=nncf_model_const]; -"492 stage4.3.branch2.1.running_mean" [id=492, type=nncf_model_const]; -"493 stage4.3.branch2.1.running_var" [id=493, type=nncf_model_const]; -"494 stage4/3/branch2/1/batch_norm/0" [id=494, type=batch_norm]; -"495 stage4/3/branch2/2/relu_/0" [id=495, type=relu_]; -"496 stage4.3.branch2.3.weight" [id=496, type=nncf_model_const]; -"497 stage4/3/branch2/3/conv2d/0" [id=497, type=conv2d]; -"498 stage4.3.branch2.4.weight" [id=498, type=nncf_model_const]; -"499 stage4.3.branch2.4.bias" [id=499, type=nncf_model_const]; -"500 stage4.3.branch2.4.running_mean" [id=500, type=nncf_model_const]; -"501 stage4.3.branch2.4.running_var" [id=501, type=nncf_model_const]; -"502 stage4/3/branch2/4/batch_norm/0" [id=502, type=batch_norm]; -"503 stage4.3.branch2.5.weight" [id=503, type=nncf_model_const]; -"504 stage4/3/branch2/5/conv2d/0" [id=504, type=conv2d]; -"505 stage4.3.branch2.6.weight" [id=505, type=nncf_model_const]; -"506 stage4.3.branch2.6.bias" [id=506, type=nncf_model_const]; -"507 stage4.3.branch2.6.running_mean" [id=507, type=nncf_model_const]; -"508 stage4.3.branch2.6.running_var" [id=508, type=nncf_model_const]; -"509 stage4/3/branch2/6/batch_norm/0" [id=509, type=batch_norm]; -"510 stage4/3/branch2/7/relu_/0" [id=510, type=relu_]; -"511 stage4/3/cat/0" [id=511, type=cat]; -"512 stage4/3/view/0" [id=512, type=view]; -"513 stage4/3/transpose/0" [id=513, type=transpose]; -"514 stage4/3/contiguous/0" [id=514, type=contiguous]; -"515 stage4/3/view/1" [id=515, type=view]; -"516 conv5.0.weight" [id=516, type=nncf_model_const]; -"517 conv5/0/conv2d/0" [id=517, type=conv2d]; -"518 conv5.1.weight" [id=518, type=nncf_model_const]; -"519 conv5.1.bias" [id=519, type=nncf_model_const]; -"520 conv5.1.running_mean" [id=520, type=nncf_model_const]; -"521 conv5.1.running_var" [id=521, type=nncf_model_const]; -"522 conv5/1/batch_norm/0" [id=522, type=batch_norm]; -"523 conv5/2/relu_/0" [id=523, type=relu_]; -"524 /mean/0" [id=524, type=mean]; -"525 fc.weight" [id=525, type=nncf_model_const]; -"526 fc.bias" [id=526, type=nncf_model_const]; -"527 fc/linear/0" [id=527, type=linear]; -"528 output" [id=528, type=nncf_model_output]; -"0 x" -> "2 conv1/0/conv2d/0" [label="(1, 3, 224, 224)", style=solid]; -"1 conv1.0.weight" -> "2 conv1/0/conv2d/0" [label="(24, 3, 3, 3)", style=solid]; -"2 conv1/0/conv2d/0" -> "7 conv1/1/batch_norm/0" [label="(1, 24, 112, 112)", style=solid]; -"3 conv1.1.weight" -> "7 conv1/1/batch_norm/0" [label="(24,)", style=solid]; -"4 conv1.1.bias" -> "7 conv1/1/batch_norm/0" [label="(24,)", style=solid]; -"5 conv1.1.running_mean" -> "7 conv1/1/batch_norm/0" [label="(24,)", style=solid]; -"6 conv1.1.running_var" -> "7 conv1/1/batch_norm/0" [label="(24,)", style=solid]; -"7 conv1/1/batch_norm/0" -> "8 conv1/2/relu_/0" [label="(1, 24, 112, 112)", style=solid]; -"8 conv1/2/relu_/0" -> "9 maxpool/max_pool2d/0" [label="(1, 24, 112, 112)", style=solid]; -"9 maxpool/max_pool2d/0" -> "11 stage2/0/branch1/0/conv2d/0" [label="(1, 24, 56, 56)", style=solid]; -"9 maxpool/max_pool2d/0" -> "26 stage2/0/branch2/0/conv2d/0" [label="(1, 24, 56, 56)", style=solid]; -"10 stage2.0.branch1.0.weight" -> "11 stage2/0/branch1/0/conv2d/0" [label="(24, 1, 3, 3)", style=solid]; -"11 stage2/0/branch1/0/conv2d/0" -> "16 stage2/0/branch1/1/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"12 stage2.0.branch1.1.weight" -> "16 stage2/0/branch1/1/batch_norm/0" [label="(24,)", style=solid]; -"13 stage2.0.branch1.1.bias" -> "16 stage2/0/branch1/1/batch_norm/0" [label="(24,)", style=solid]; -"14 stage2.0.branch1.1.running_mean" -> "16 stage2/0/branch1/1/batch_norm/0" [label="(24,)", style=solid]; -"15 stage2.0.branch1.1.running_var" -> "16 stage2/0/branch1/1/batch_norm/0" [label="(24,)", style=solid]; -"16 stage2/0/branch1/1/batch_norm/0" -> "18 stage2/0/branch1/2/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"17 stage2.0.branch1.2.weight" -> "18 stage2/0/branch1/2/conv2d/0" [label="(24, 24, 1, 1)", style=solid]; -"18 stage2/0/branch1/2/conv2d/0" -> "23 stage2/0/branch1/3/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"19 stage2.0.branch1.3.weight" -> "23 stage2/0/branch1/3/batch_norm/0" [label="(24,)", style=solid]; -"20 stage2.0.branch1.3.bias" -> "23 stage2/0/branch1/3/batch_norm/0" [label="(24,)", style=solid]; -"21 stage2.0.branch1.3.running_mean" -> "23 stage2/0/branch1/3/batch_norm/0" [label="(24,)", style=solid]; -"22 stage2.0.branch1.3.running_var" -> "23 stage2/0/branch1/3/batch_norm/0" [label="(24,)", style=solid]; -"23 stage2/0/branch1/3/batch_norm/0" -> "24 stage2/0/branch1/4/relu_/0" [label="(1, 24, 28, 28)", style=solid]; -"24 stage2/0/branch1/4/relu_/0" -> "48 stage2/0/cat/0" [label="(1, 24, 28, 28)", style=solid]; -"25 stage2.0.branch2.0.weight" -> "26 stage2/0/branch2/0/conv2d/0" [label="(24, 24, 1, 1)", style=solid]; -"26 stage2/0/branch2/0/conv2d/0" -> "31 stage2/0/branch2/1/batch_norm/0" [label="(1, 24, 56, 56)", style=solid]; -"27 stage2.0.branch2.1.weight" -> "31 stage2/0/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"28 stage2.0.branch2.1.bias" -> "31 stage2/0/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"29 stage2.0.branch2.1.running_mean" -> "31 stage2/0/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"30 stage2.0.branch2.1.running_var" -> "31 stage2/0/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"31 stage2/0/branch2/1/batch_norm/0" -> "32 stage2/0/branch2/2/relu_/0" [label="(1, 24, 56, 56)", style=solid]; -"32 stage2/0/branch2/2/relu_/0" -> "34 stage2/0/branch2/3/conv2d/0" [label="(1, 24, 56, 56)", style=solid]; -"33 stage2.0.branch2.3.weight" -> "34 stage2/0/branch2/3/conv2d/0" [label="(24, 1, 3, 3)", style=solid]; -"34 stage2/0/branch2/3/conv2d/0" -> "39 stage2/0/branch2/4/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"35 stage2.0.branch2.4.weight" -> "39 stage2/0/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"36 stage2.0.branch2.4.bias" -> "39 stage2/0/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"37 stage2.0.branch2.4.running_mean" -> "39 stage2/0/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"38 stage2.0.branch2.4.running_var" -> "39 stage2/0/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"39 stage2/0/branch2/4/batch_norm/0" -> "41 stage2/0/branch2/5/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"40 stage2.0.branch2.5.weight" -> "41 stage2/0/branch2/5/conv2d/0" [label="(24, 24, 1, 1)", style=solid]; -"41 stage2/0/branch2/5/conv2d/0" -> "46 stage2/0/branch2/6/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"42 stage2.0.branch2.6.weight" -> "46 stage2/0/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"43 stage2.0.branch2.6.bias" -> "46 stage2/0/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"44 stage2.0.branch2.6.running_mean" -> "46 stage2/0/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"45 stage2.0.branch2.6.running_var" -> "46 stage2/0/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"46 stage2/0/branch2/6/batch_norm/0" -> "47 stage2/0/branch2/7/relu_/0" [label="(1, 24, 28, 28)", style=solid]; -"47 stage2/0/branch2/7/relu_/0" -> "48 stage2/0/cat/0" [label="(1, 24, 28, 28)", style=solid]; -"48 stage2/0/cat/0" -> "49 stage2/0/view/0" [label="(1, 48, 28, 28)", style=solid]; -"49 stage2/0/view/0" -> "50 stage2/0/transpose/0" [label="(1, 2, 24, 28, 28)", style=solid]; -"50 stage2/0/transpose/0" -> "51 stage2/0/contiguous/0" [label="(1, 24, 2, 28, 28)", style=solid]; -"51 stage2/0/contiguous/0" -> "52 stage2/0/view/1" [label="(1, 24, 2, 28, 28)", style=solid]; -"52 stage2/0/view/1" -> "53 stage2/1/chunk/0" [label="(1, 48, 28, 28)", style=solid]; -"53 stage2/1/chunk/0" -> "55 stage2/1/branch2/0/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"53 stage2/1/chunk/0" -> "77 stage2/1/cat/0" [label="(1, 24, 28, 28)", style=solid]; -"54 stage2.1.branch2.0.weight" -> "55 stage2/1/branch2/0/conv2d/0" [label="(24, 24, 1, 1)", style=solid]; -"55 stage2/1/branch2/0/conv2d/0" -> "60 stage2/1/branch2/1/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"56 stage2.1.branch2.1.weight" -> "60 stage2/1/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"57 stage2.1.branch2.1.bias" -> "60 stage2/1/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"58 stage2.1.branch2.1.running_mean" -> "60 stage2/1/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"59 stage2.1.branch2.1.running_var" -> "60 stage2/1/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"60 stage2/1/branch2/1/batch_norm/0" -> "61 stage2/1/branch2/2/relu_/0" [label="(1, 24, 28, 28)", style=solid]; -"61 stage2/1/branch2/2/relu_/0" -> "63 stage2/1/branch2/3/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"62 stage2.1.branch2.3.weight" -> "63 stage2/1/branch2/3/conv2d/0" [label="(24, 1, 3, 3)", style=solid]; -"63 stage2/1/branch2/3/conv2d/0" -> "68 stage2/1/branch2/4/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"64 stage2.1.branch2.4.weight" -> "68 stage2/1/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"65 stage2.1.branch2.4.bias" -> "68 stage2/1/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"66 stage2.1.branch2.4.running_mean" -> "68 stage2/1/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"67 stage2.1.branch2.4.running_var" -> "68 stage2/1/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"68 stage2/1/branch2/4/batch_norm/0" -> "70 stage2/1/branch2/5/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"69 stage2.1.branch2.5.weight" -> "70 stage2/1/branch2/5/conv2d/0" [label="(24, 24, 1, 1)", style=solid]; -"70 stage2/1/branch2/5/conv2d/0" -> "75 stage2/1/branch2/6/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"71 stage2.1.branch2.6.weight" -> "75 stage2/1/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"72 stage2.1.branch2.6.bias" -> "75 stage2/1/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"73 stage2.1.branch2.6.running_mean" -> "75 stage2/1/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"74 stage2.1.branch2.6.running_var" -> "75 stage2/1/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"75 stage2/1/branch2/6/batch_norm/0" -> "76 stage2/1/branch2/7/relu_/0" [label="(1, 24, 28, 28)", style=solid]; -"76 stage2/1/branch2/7/relu_/0" -> "77 stage2/1/cat/0" [label="(1, 24, 28, 28)", style=solid]; -"77 stage2/1/cat/0" -> "78 stage2/1/view/0" [label="(1, 48, 28, 28)", style=solid]; -"78 stage2/1/view/0" -> "79 stage2/1/transpose/0" [label="(1, 2, 24, 28, 28)", style=solid]; -"79 stage2/1/transpose/0" -> "80 stage2/1/contiguous/0" [label="(1, 24, 2, 28, 28)", style=solid]; -"80 stage2/1/contiguous/0" -> "81 stage2/1/view/1" [label="(1, 24, 2, 28, 28)", style=solid]; -"81 stage2/1/view/1" -> "82 stage2/2/chunk/0" [label="(1, 48, 28, 28)", style=solid]; -"82 stage2/2/chunk/0" -> "84 stage2/2/branch2/0/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"82 stage2/2/chunk/0" -> "106 stage2/2/cat/0" [label="(1, 24, 28, 28)", style=solid]; -"83 stage2.2.branch2.0.weight" -> "84 stage2/2/branch2/0/conv2d/0" [label="(24, 24, 1, 1)", style=solid]; -"84 stage2/2/branch2/0/conv2d/0" -> "89 stage2/2/branch2/1/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"85 stage2.2.branch2.1.weight" -> "89 stage2/2/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"86 stage2.2.branch2.1.bias" -> "89 stage2/2/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"87 stage2.2.branch2.1.running_mean" -> "89 stage2/2/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"88 stage2.2.branch2.1.running_var" -> "89 stage2/2/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"89 stage2/2/branch2/1/batch_norm/0" -> "90 stage2/2/branch2/2/relu_/0" [label="(1, 24, 28, 28)", style=solid]; -"90 stage2/2/branch2/2/relu_/0" -> "92 stage2/2/branch2/3/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"91 stage2.2.branch2.3.weight" -> "92 stage2/2/branch2/3/conv2d/0" [label="(24, 1, 3, 3)", style=solid]; -"92 stage2/2/branch2/3/conv2d/0" -> "97 stage2/2/branch2/4/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"93 stage2.2.branch2.4.weight" -> "97 stage2/2/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"94 stage2.2.branch2.4.bias" -> "97 stage2/2/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"95 stage2.2.branch2.4.running_mean" -> "97 stage2/2/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"96 stage2.2.branch2.4.running_var" -> "97 stage2/2/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"97 stage2/2/branch2/4/batch_norm/0" -> "99 stage2/2/branch2/5/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"98 stage2.2.branch2.5.weight" -> "99 stage2/2/branch2/5/conv2d/0" [label="(24, 24, 1, 1)", style=solid]; -"99 stage2/2/branch2/5/conv2d/0" -> "104 stage2/2/branch2/6/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"100 stage2.2.branch2.6.weight" -> "104 stage2/2/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"101 stage2.2.branch2.6.bias" -> "104 stage2/2/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"102 stage2.2.branch2.6.running_mean" -> "104 stage2/2/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"103 stage2.2.branch2.6.running_var" -> "104 stage2/2/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"104 stage2/2/branch2/6/batch_norm/0" -> "105 stage2/2/branch2/7/relu_/0" [label="(1, 24, 28, 28)", style=solid]; -"105 stage2/2/branch2/7/relu_/0" -> "106 stage2/2/cat/0" [label="(1, 24, 28, 28)", style=solid]; -"106 stage2/2/cat/0" -> "107 stage2/2/view/0" [label="(1, 48, 28, 28)", style=solid]; -"107 stage2/2/view/0" -> "108 stage2/2/transpose/0" [label="(1, 2, 24, 28, 28)", style=solid]; -"108 stage2/2/transpose/0" -> "109 stage2/2/contiguous/0" [label="(1, 24, 2, 28, 28)", style=solid]; -"109 stage2/2/contiguous/0" -> "110 stage2/2/view/1" [label="(1, 24, 2, 28, 28)", style=solid]; -"110 stage2/2/view/1" -> "111 stage2/3/chunk/0" [label="(1, 48, 28, 28)", style=solid]; -"111 stage2/3/chunk/0" -> "113 stage2/3/branch2/0/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"111 stage2/3/chunk/0" -> "135 stage2/3/cat/0" [label="(1, 24, 28, 28)", style=solid]; -"112 stage2.3.branch2.0.weight" -> "113 stage2/3/branch2/0/conv2d/0" [label="(24, 24, 1, 1)", style=solid]; -"113 stage2/3/branch2/0/conv2d/0" -> "118 stage2/3/branch2/1/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"114 stage2.3.branch2.1.weight" -> "118 stage2/3/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"115 stage2.3.branch2.1.bias" -> "118 stage2/3/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"116 stage2.3.branch2.1.running_mean" -> "118 stage2/3/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"117 stage2.3.branch2.1.running_var" -> "118 stage2/3/branch2/1/batch_norm/0" [label="(24,)", style=solid]; -"118 stage2/3/branch2/1/batch_norm/0" -> "119 stage2/3/branch2/2/relu_/0" [label="(1, 24, 28, 28)", style=solid]; -"119 stage2/3/branch2/2/relu_/0" -> "121 stage2/3/branch2/3/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"120 stage2.3.branch2.3.weight" -> "121 stage2/3/branch2/3/conv2d/0" [label="(24, 1, 3, 3)", style=solid]; -"121 stage2/3/branch2/3/conv2d/0" -> "126 stage2/3/branch2/4/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"122 stage2.3.branch2.4.weight" -> "126 stage2/3/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"123 stage2.3.branch2.4.bias" -> "126 stage2/3/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"124 stage2.3.branch2.4.running_mean" -> "126 stage2/3/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"125 stage2.3.branch2.4.running_var" -> "126 stage2/3/branch2/4/batch_norm/0" [label="(24,)", style=solid]; -"126 stage2/3/branch2/4/batch_norm/0" -> "128 stage2/3/branch2/5/conv2d/0" [label="(1, 24, 28, 28)", style=solid]; -"127 stage2.3.branch2.5.weight" -> "128 stage2/3/branch2/5/conv2d/0" [label="(24, 24, 1, 1)", style=solid]; -"128 stage2/3/branch2/5/conv2d/0" -> "133 stage2/3/branch2/6/batch_norm/0" [label="(1, 24, 28, 28)", style=solid]; -"129 stage2.3.branch2.6.weight" -> "133 stage2/3/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"130 stage2.3.branch2.6.bias" -> "133 stage2/3/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"131 stage2.3.branch2.6.running_mean" -> "133 stage2/3/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"132 stage2.3.branch2.6.running_var" -> "133 stage2/3/branch2/6/batch_norm/0" [label="(24,)", style=solid]; -"133 stage2/3/branch2/6/batch_norm/0" -> "134 stage2/3/branch2/7/relu_/0" [label="(1, 24, 28, 28)", style=solid]; -"134 stage2/3/branch2/7/relu_/0" -> "135 stage2/3/cat/0" [label="(1, 24, 28, 28)", style=solid]; -"135 stage2/3/cat/0" -> "136 stage2/3/view/0" [label="(1, 48, 28, 28)", style=solid]; -"136 stage2/3/view/0" -> "137 stage2/3/transpose/0" [label="(1, 2, 24, 28, 28)", style=solid]; -"137 stage2/3/transpose/0" -> "138 stage2/3/contiguous/0" [label="(1, 24, 2, 28, 28)", style=solid]; -"138 stage2/3/contiguous/0" -> "139 stage2/3/view/1" [label="(1, 24, 2, 28, 28)", style=solid]; -"139 stage2/3/view/1" -> "141 stage3/0/branch1/0/conv2d/0" [label="(1, 48, 28, 28)", style=solid]; -"139 stage2/3/view/1" -> "156 stage3/0/branch2/0/conv2d/0" [label="(1, 48, 28, 28)", style=solid]; -"140 stage3.0.branch1.0.weight" -> "141 stage3/0/branch1/0/conv2d/0" [label="(48, 1, 3, 3)", style=solid]; -"141 stage3/0/branch1/0/conv2d/0" -> "146 stage3/0/branch1/1/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"142 stage3.0.branch1.1.weight" -> "146 stage3/0/branch1/1/batch_norm/0" [label="(48,)", style=solid]; -"143 stage3.0.branch1.1.bias" -> "146 stage3/0/branch1/1/batch_norm/0" [label="(48,)", style=solid]; -"144 stage3.0.branch1.1.running_mean" -> "146 stage3/0/branch1/1/batch_norm/0" [label="(48,)", style=solid]; -"145 stage3.0.branch1.1.running_var" -> "146 stage3/0/branch1/1/batch_norm/0" [label="(48,)", style=solid]; -"146 stage3/0/branch1/1/batch_norm/0" -> "148 stage3/0/branch1/2/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"147 stage3.0.branch1.2.weight" -> "148 stage3/0/branch1/2/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"148 stage3/0/branch1/2/conv2d/0" -> "153 stage3/0/branch1/3/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"149 stage3.0.branch1.3.weight" -> "153 stage3/0/branch1/3/batch_norm/0" [label="(48,)", style=solid]; -"150 stage3.0.branch1.3.bias" -> "153 stage3/0/branch1/3/batch_norm/0" [label="(48,)", style=solid]; -"151 stage3.0.branch1.3.running_mean" -> "153 stage3/0/branch1/3/batch_norm/0" [label="(48,)", style=solid]; -"152 stage3.0.branch1.3.running_var" -> "153 stage3/0/branch1/3/batch_norm/0" [label="(48,)", style=solid]; -"153 stage3/0/branch1/3/batch_norm/0" -> "154 stage3/0/branch1/4/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"154 stage3/0/branch1/4/relu_/0" -> "178 stage3/0/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"155 stage3.0.branch2.0.weight" -> "156 stage3/0/branch2/0/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"156 stage3/0/branch2/0/conv2d/0" -> "161 stage3/0/branch2/1/batch_norm/0" [label="(1, 48, 28, 28)", style=solid]; -"157 stage3.0.branch2.1.weight" -> "161 stage3/0/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"158 stage3.0.branch2.1.bias" -> "161 stage3/0/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"159 stage3.0.branch2.1.running_mean" -> "161 stage3/0/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"160 stage3.0.branch2.1.running_var" -> "161 stage3/0/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"161 stage3/0/branch2/1/batch_norm/0" -> "162 stage3/0/branch2/2/relu_/0" [label="(1, 48, 28, 28)", style=solid]; -"162 stage3/0/branch2/2/relu_/0" -> "164 stage3/0/branch2/3/conv2d/0" [label="(1, 48, 28, 28)", style=solid]; -"163 stage3.0.branch2.3.weight" -> "164 stage3/0/branch2/3/conv2d/0" [label="(48, 1, 3, 3)", style=solid]; -"164 stage3/0/branch2/3/conv2d/0" -> "169 stage3/0/branch2/4/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"165 stage3.0.branch2.4.weight" -> "169 stage3/0/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"166 stage3.0.branch2.4.bias" -> "169 stage3/0/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"167 stage3.0.branch2.4.running_mean" -> "169 stage3/0/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"168 stage3.0.branch2.4.running_var" -> "169 stage3/0/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"169 stage3/0/branch2/4/batch_norm/0" -> "171 stage3/0/branch2/5/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"170 stage3.0.branch2.5.weight" -> "171 stage3/0/branch2/5/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"171 stage3/0/branch2/5/conv2d/0" -> "176 stage3/0/branch2/6/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"172 stage3.0.branch2.6.weight" -> "176 stage3/0/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"173 stage3.0.branch2.6.bias" -> "176 stage3/0/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"174 stage3.0.branch2.6.running_mean" -> "176 stage3/0/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"175 stage3.0.branch2.6.running_var" -> "176 stage3/0/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"176 stage3/0/branch2/6/batch_norm/0" -> "177 stage3/0/branch2/7/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"177 stage3/0/branch2/7/relu_/0" -> "178 stage3/0/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"178 stage3/0/cat/0" -> "179 stage3/0/view/0" [label="(1, 96, 14, 14)", style=solid]; -"179 stage3/0/view/0" -> "180 stage3/0/transpose/0" [label="(1, 2, 48, 14, 14)", style=solid]; -"180 stage3/0/transpose/0" -> "181 stage3/0/contiguous/0" [label="(1, 48, 2, 14, 14)", style=solid]; -"181 stage3/0/contiguous/0" -> "182 stage3/0/view/1" [label="(1, 48, 2, 14, 14)", style=solid]; -"182 stage3/0/view/1" -> "183 stage3/1/chunk/0" [label="(1, 96, 14, 14)", style=solid]; -"183 stage3/1/chunk/0" -> "185 stage3/1/branch2/0/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"183 stage3/1/chunk/0" -> "207 stage3/1/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"184 stage3.1.branch2.0.weight" -> "185 stage3/1/branch2/0/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"185 stage3/1/branch2/0/conv2d/0" -> "190 stage3/1/branch2/1/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"186 stage3.1.branch2.1.weight" -> "190 stage3/1/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"187 stage3.1.branch2.1.bias" -> "190 stage3/1/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"188 stage3.1.branch2.1.running_mean" -> "190 stage3/1/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"189 stage3.1.branch2.1.running_var" -> "190 stage3/1/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"190 stage3/1/branch2/1/batch_norm/0" -> "191 stage3/1/branch2/2/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"191 stage3/1/branch2/2/relu_/0" -> "193 stage3/1/branch2/3/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"192 stage3.1.branch2.3.weight" -> "193 stage3/1/branch2/3/conv2d/0" [label="(48, 1, 3, 3)", style=solid]; -"193 stage3/1/branch2/3/conv2d/0" -> "198 stage3/1/branch2/4/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"194 stage3.1.branch2.4.weight" -> "198 stage3/1/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"195 stage3.1.branch2.4.bias" -> "198 stage3/1/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"196 stage3.1.branch2.4.running_mean" -> "198 stage3/1/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"197 stage3.1.branch2.4.running_var" -> "198 stage3/1/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"198 stage3/1/branch2/4/batch_norm/0" -> "200 stage3/1/branch2/5/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"199 stage3.1.branch2.5.weight" -> "200 stage3/1/branch2/5/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"200 stage3/1/branch2/5/conv2d/0" -> "205 stage3/1/branch2/6/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"201 stage3.1.branch2.6.weight" -> "205 stage3/1/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"202 stage3.1.branch2.6.bias" -> "205 stage3/1/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"203 stage3.1.branch2.6.running_mean" -> "205 stage3/1/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"204 stage3.1.branch2.6.running_var" -> "205 stage3/1/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"205 stage3/1/branch2/6/batch_norm/0" -> "206 stage3/1/branch2/7/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"206 stage3/1/branch2/7/relu_/0" -> "207 stage3/1/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"207 stage3/1/cat/0" -> "208 stage3/1/view/0" [label="(1, 96, 14, 14)", style=solid]; -"208 stage3/1/view/0" -> "209 stage3/1/transpose/0" [label="(1, 2, 48, 14, 14)", style=solid]; -"209 stage3/1/transpose/0" -> "210 stage3/1/contiguous/0" [label="(1, 48, 2, 14, 14)", style=solid]; -"210 stage3/1/contiguous/0" -> "211 stage3/1/view/1" [label="(1, 48, 2, 14, 14)", style=solid]; -"211 stage3/1/view/1" -> "212 stage3/2/chunk/0" [label="(1, 96, 14, 14)", style=solid]; -"212 stage3/2/chunk/0" -> "214 stage3/2/branch2/0/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"212 stage3/2/chunk/0" -> "236 stage3/2/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"213 stage3.2.branch2.0.weight" -> "214 stage3/2/branch2/0/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"214 stage3/2/branch2/0/conv2d/0" -> "219 stage3/2/branch2/1/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"215 stage3.2.branch2.1.weight" -> "219 stage3/2/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"216 stage3.2.branch2.1.bias" -> "219 stage3/2/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"217 stage3.2.branch2.1.running_mean" -> "219 stage3/2/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"218 stage3.2.branch2.1.running_var" -> "219 stage3/2/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"219 stage3/2/branch2/1/batch_norm/0" -> "220 stage3/2/branch2/2/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"220 stage3/2/branch2/2/relu_/0" -> "222 stage3/2/branch2/3/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"221 stage3.2.branch2.3.weight" -> "222 stage3/2/branch2/3/conv2d/0" [label="(48, 1, 3, 3)", style=solid]; -"222 stage3/2/branch2/3/conv2d/0" -> "227 stage3/2/branch2/4/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"223 stage3.2.branch2.4.weight" -> "227 stage3/2/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"224 stage3.2.branch2.4.bias" -> "227 stage3/2/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"225 stage3.2.branch2.4.running_mean" -> "227 stage3/2/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"226 stage3.2.branch2.4.running_var" -> "227 stage3/2/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"227 stage3/2/branch2/4/batch_norm/0" -> "229 stage3/2/branch2/5/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"228 stage3.2.branch2.5.weight" -> "229 stage3/2/branch2/5/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"229 stage3/2/branch2/5/conv2d/0" -> "234 stage3/2/branch2/6/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"230 stage3.2.branch2.6.weight" -> "234 stage3/2/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"231 stage3.2.branch2.6.bias" -> "234 stage3/2/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"232 stage3.2.branch2.6.running_mean" -> "234 stage3/2/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"233 stage3.2.branch2.6.running_var" -> "234 stage3/2/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"234 stage3/2/branch2/6/batch_norm/0" -> "235 stage3/2/branch2/7/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"235 stage3/2/branch2/7/relu_/0" -> "236 stage3/2/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"236 stage3/2/cat/0" -> "237 stage3/2/view/0" [label="(1, 96, 14, 14)", style=solid]; -"237 stage3/2/view/0" -> "238 stage3/2/transpose/0" [label="(1, 2, 48, 14, 14)", style=solid]; -"238 stage3/2/transpose/0" -> "239 stage3/2/contiguous/0" [label="(1, 48, 2, 14, 14)", style=solid]; -"239 stage3/2/contiguous/0" -> "240 stage3/2/view/1" [label="(1, 48, 2, 14, 14)", style=solid]; -"240 stage3/2/view/1" -> "241 stage3/3/chunk/0" [label="(1, 96, 14, 14)", style=solid]; -"241 stage3/3/chunk/0" -> "243 stage3/3/branch2/0/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"241 stage3/3/chunk/0" -> "265 stage3/3/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"242 stage3.3.branch2.0.weight" -> "243 stage3/3/branch2/0/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"243 stage3/3/branch2/0/conv2d/0" -> "248 stage3/3/branch2/1/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"244 stage3.3.branch2.1.weight" -> "248 stage3/3/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"245 stage3.3.branch2.1.bias" -> "248 stage3/3/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"246 stage3.3.branch2.1.running_mean" -> "248 stage3/3/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"247 stage3.3.branch2.1.running_var" -> "248 stage3/3/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"248 stage3/3/branch2/1/batch_norm/0" -> "249 stage3/3/branch2/2/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"249 stage3/3/branch2/2/relu_/0" -> "251 stage3/3/branch2/3/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"250 stage3.3.branch2.3.weight" -> "251 stage3/3/branch2/3/conv2d/0" [label="(48, 1, 3, 3)", style=solid]; -"251 stage3/3/branch2/3/conv2d/0" -> "256 stage3/3/branch2/4/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"252 stage3.3.branch2.4.weight" -> "256 stage3/3/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"253 stage3.3.branch2.4.bias" -> "256 stage3/3/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"254 stage3.3.branch2.4.running_mean" -> "256 stage3/3/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"255 stage3.3.branch2.4.running_var" -> "256 stage3/3/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"256 stage3/3/branch2/4/batch_norm/0" -> "258 stage3/3/branch2/5/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"257 stage3.3.branch2.5.weight" -> "258 stage3/3/branch2/5/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"258 stage3/3/branch2/5/conv2d/0" -> "263 stage3/3/branch2/6/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"259 stage3.3.branch2.6.weight" -> "263 stage3/3/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"260 stage3.3.branch2.6.bias" -> "263 stage3/3/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"261 stage3.3.branch2.6.running_mean" -> "263 stage3/3/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"262 stage3.3.branch2.6.running_var" -> "263 stage3/3/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"263 stage3/3/branch2/6/batch_norm/0" -> "264 stage3/3/branch2/7/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"264 stage3/3/branch2/7/relu_/0" -> "265 stage3/3/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"265 stage3/3/cat/0" -> "266 stage3/3/view/0" [label="(1, 96, 14, 14)", style=solid]; -"266 stage3/3/view/0" -> "267 stage3/3/transpose/0" [label="(1, 2, 48, 14, 14)", style=solid]; -"267 stage3/3/transpose/0" -> "268 stage3/3/contiguous/0" [label="(1, 48, 2, 14, 14)", style=solid]; -"268 stage3/3/contiguous/0" -> "269 stage3/3/view/1" [label="(1, 48, 2, 14, 14)", style=solid]; -"269 stage3/3/view/1" -> "270 stage3/4/chunk/0" [label="(1, 96, 14, 14)", style=solid]; -"270 stage3/4/chunk/0" -> "272 stage3/4/branch2/0/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"270 stage3/4/chunk/0" -> "294 stage3/4/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"271 stage3.4.branch2.0.weight" -> "272 stage3/4/branch2/0/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"272 stage3/4/branch2/0/conv2d/0" -> "277 stage3/4/branch2/1/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"273 stage3.4.branch2.1.weight" -> "277 stage3/4/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"274 stage3.4.branch2.1.bias" -> "277 stage3/4/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"275 stage3.4.branch2.1.running_mean" -> "277 stage3/4/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"276 stage3.4.branch2.1.running_var" -> "277 stage3/4/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"277 stage3/4/branch2/1/batch_norm/0" -> "278 stage3/4/branch2/2/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"278 stage3/4/branch2/2/relu_/0" -> "280 stage3/4/branch2/3/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"279 stage3.4.branch2.3.weight" -> "280 stage3/4/branch2/3/conv2d/0" [label="(48, 1, 3, 3)", style=solid]; -"280 stage3/4/branch2/3/conv2d/0" -> "285 stage3/4/branch2/4/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"281 stage3.4.branch2.4.weight" -> "285 stage3/4/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"282 stage3.4.branch2.4.bias" -> "285 stage3/4/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"283 stage3.4.branch2.4.running_mean" -> "285 stage3/4/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"284 stage3.4.branch2.4.running_var" -> "285 stage3/4/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"285 stage3/4/branch2/4/batch_norm/0" -> "287 stage3/4/branch2/5/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"286 stage3.4.branch2.5.weight" -> "287 stage3/4/branch2/5/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"287 stage3/4/branch2/5/conv2d/0" -> "292 stage3/4/branch2/6/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"288 stage3.4.branch2.6.weight" -> "292 stage3/4/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"289 stage3.4.branch2.6.bias" -> "292 stage3/4/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"290 stage3.4.branch2.6.running_mean" -> "292 stage3/4/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"291 stage3.4.branch2.6.running_var" -> "292 stage3/4/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"292 stage3/4/branch2/6/batch_norm/0" -> "293 stage3/4/branch2/7/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"293 stage3/4/branch2/7/relu_/0" -> "294 stage3/4/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"294 stage3/4/cat/0" -> "295 stage3/4/view/0" [label="(1, 96, 14, 14)", style=solid]; -"295 stage3/4/view/0" -> "296 stage3/4/transpose/0" [label="(1, 2, 48, 14, 14)", style=solid]; -"296 stage3/4/transpose/0" -> "297 stage3/4/contiguous/0" [label="(1, 48, 2, 14, 14)", style=solid]; -"297 stage3/4/contiguous/0" -> "298 stage3/4/view/1" [label="(1, 48, 2, 14, 14)", style=solid]; -"298 stage3/4/view/1" -> "299 stage3/5/chunk/0" [label="(1, 96, 14, 14)", style=solid]; -"299 stage3/5/chunk/0" -> "301 stage3/5/branch2/0/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"299 stage3/5/chunk/0" -> "323 stage3/5/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"300 stage3.5.branch2.0.weight" -> "301 stage3/5/branch2/0/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"301 stage3/5/branch2/0/conv2d/0" -> "306 stage3/5/branch2/1/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"302 stage3.5.branch2.1.weight" -> "306 stage3/5/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"303 stage3.5.branch2.1.bias" -> "306 stage3/5/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"304 stage3.5.branch2.1.running_mean" -> "306 stage3/5/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"305 stage3.5.branch2.1.running_var" -> "306 stage3/5/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"306 stage3/5/branch2/1/batch_norm/0" -> "307 stage3/5/branch2/2/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"307 stage3/5/branch2/2/relu_/0" -> "309 stage3/5/branch2/3/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"308 stage3.5.branch2.3.weight" -> "309 stage3/5/branch2/3/conv2d/0" [label="(48, 1, 3, 3)", style=solid]; -"309 stage3/5/branch2/3/conv2d/0" -> "314 stage3/5/branch2/4/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"310 stage3.5.branch2.4.weight" -> "314 stage3/5/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"311 stage3.5.branch2.4.bias" -> "314 stage3/5/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"312 stage3.5.branch2.4.running_mean" -> "314 stage3/5/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"313 stage3.5.branch2.4.running_var" -> "314 stage3/5/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"314 stage3/5/branch2/4/batch_norm/0" -> "316 stage3/5/branch2/5/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"315 stage3.5.branch2.5.weight" -> "316 stage3/5/branch2/5/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"316 stage3/5/branch2/5/conv2d/0" -> "321 stage3/5/branch2/6/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"317 stage3.5.branch2.6.weight" -> "321 stage3/5/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"318 stage3.5.branch2.6.bias" -> "321 stage3/5/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"319 stage3.5.branch2.6.running_mean" -> "321 stage3/5/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"320 stage3.5.branch2.6.running_var" -> "321 stage3/5/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"321 stage3/5/branch2/6/batch_norm/0" -> "322 stage3/5/branch2/7/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"322 stage3/5/branch2/7/relu_/0" -> "323 stage3/5/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"323 stage3/5/cat/0" -> "324 stage3/5/view/0" [label="(1, 96, 14, 14)", style=solid]; -"324 stage3/5/view/0" -> "325 stage3/5/transpose/0" [label="(1, 2, 48, 14, 14)", style=solid]; -"325 stage3/5/transpose/0" -> "326 stage3/5/contiguous/0" [label="(1, 48, 2, 14, 14)", style=solid]; -"326 stage3/5/contiguous/0" -> "327 stage3/5/view/1" [label="(1, 48, 2, 14, 14)", style=solid]; -"327 stage3/5/view/1" -> "328 stage3/6/chunk/0" [label="(1, 96, 14, 14)", style=solid]; -"328 stage3/6/chunk/0" -> "330 stage3/6/branch2/0/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"328 stage3/6/chunk/0" -> "352 stage3/6/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"329 stage3.6.branch2.0.weight" -> "330 stage3/6/branch2/0/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"330 stage3/6/branch2/0/conv2d/0" -> "335 stage3/6/branch2/1/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"331 stage3.6.branch2.1.weight" -> "335 stage3/6/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"332 stage3.6.branch2.1.bias" -> "335 stage3/6/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"333 stage3.6.branch2.1.running_mean" -> "335 stage3/6/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"334 stage3.6.branch2.1.running_var" -> "335 stage3/6/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"335 stage3/6/branch2/1/batch_norm/0" -> "336 stage3/6/branch2/2/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"336 stage3/6/branch2/2/relu_/0" -> "338 stage3/6/branch2/3/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"337 stage3.6.branch2.3.weight" -> "338 stage3/6/branch2/3/conv2d/0" [label="(48, 1, 3, 3)", style=solid]; -"338 stage3/6/branch2/3/conv2d/0" -> "343 stage3/6/branch2/4/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"339 stage3.6.branch2.4.weight" -> "343 stage3/6/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"340 stage3.6.branch2.4.bias" -> "343 stage3/6/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"341 stage3.6.branch2.4.running_mean" -> "343 stage3/6/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"342 stage3.6.branch2.4.running_var" -> "343 stage3/6/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"343 stage3/6/branch2/4/batch_norm/0" -> "345 stage3/6/branch2/5/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"344 stage3.6.branch2.5.weight" -> "345 stage3/6/branch2/5/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"345 stage3/6/branch2/5/conv2d/0" -> "350 stage3/6/branch2/6/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"346 stage3.6.branch2.6.weight" -> "350 stage3/6/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"347 stage3.6.branch2.6.bias" -> "350 stage3/6/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"348 stage3.6.branch2.6.running_mean" -> "350 stage3/6/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"349 stage3.6.branch2.6.running_var" -> "350 stage3/6/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"350 stage3/6/branch2/6/batch_norm/0" -> "351 stage3/6/branch2/7/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"351 stage3/6/branch2/7/relu_/0" -> "352 stage3/6/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"352 stage3/6/cat/0" -> "353 stage3/6/view/0" [label="(1, 96, 14, 14)", style=solid]; -"353 stage3/6/view/0" -> "354 stage3/6/transpose/0" [label="(1, 2, 48, 14, 14)", style=solid]; -"354 stage3/6/transpose/0" -> "355 stage3/6/contiguous/0" [label="(1, 48, 2, 14, 14)", style=solid]; -"355 stage3/6/contiguous/0" -> "356 stage3/6/view/1" [label="(1, 48, 2, 14, 14)", style=solid]; -"356 stage3/6/view/1" -> "357 stage3/7/chunk/0" [label="(1, 96, 14, 14)", style=solid]; -"357 stage3/7/chunk/0" -> "359 stage3/7/branch2/0/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"357 stage3/7/chunk/0" -> "381 stage3/7/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"358 stage3.7.branch2.0.weight" -> "359 stage3/7/branch2/0/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"359 stage3/7/branch2/0/conv2d/0" -> "364 stage3/7/branch2/1/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"360 stage3.7.branch2.1.weight" -> "364 stage3/7/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"361 stage3.7.branch2.1.bias" -> "364 stage3/7/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"362 stage3.7.branch2.1.running_mean" -> "364 stage3/7/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"363 stage3.7.branch2.1.running_var" -> "364 stage3/7/branch2/1/batch_norm/0" [label="(48,)", style=solid]; -"364 stage3/7/branch2/1/batch_norm/0" -> "365 stage3/7/branch2/2/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"365 stage3/7/branch2/2/relu_/0" -> "367 stage3/7/branch2/3/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"366 stage3.7.branch2.3.weight" -> "367 stage3/7/branch2/3/conv2d/0" [label="(48, 1, 3, 3)", style=solid]; -"367 stage3/7/branch2/3/conv2d/0" -> "372 stage3/7/branch2/4/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"368 stage3.7.branch2.4.weight" -> "372 stage3/7/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"369 stage3.7.branch2.4.bias" -> "372 stage3/7/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"370 stage3.7.branch2.4.running_mean" -> "372 stage3/7/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"371 stage3.7.branch2.4.running_var" -> "372 stage3/7/branch2/4/batch_norm/0" [label="(48,)", style=solid]; -"372 stage3/7/branch2/4/batch_norm/0" -> "374 stage3/7/branch2/5/conv2d/0" [label="(1, 48, 14, 14)", style=solid]; -"373 stage3.7.branch2.5.weight" -> "374 stage3/7/branch2/5/conv2d/0" [label="(48, 48, 1, 1)", style=solid]; -"374 stage3/7/branch2/5/conv2d/0" -> "379 stage3/7/branch2/6/batch_norm/0" [label="(1, 48, 14, 14)", style=solid]; -"375 stage3.7.branch2.6.weight" -> "379 stage3/7/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"376 stage3.7.branch2.6.bias" -> "379 stage3/7/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"377 stage3.7.branch2.6.running_mean" -> "379 stage3/7/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"378 stage3.7.branch2.6.running_var" -> "379 stage3/7/branch2/6/batch_norm/0" [label="(48,)", style=solid]; -"379 stage3/7/branch2/6/batch_norm/0" -> "380 stage3/7/branch2/7/relu_/0" [label="(1, 48, 14, 14)", style=solid]; -"380 stage3/7/branch2/7/relu_/0" -> "381 stage3/7/cat/0" [label="(1, 48, 14, 14)", style=solid]; -"381 stage3/7/cat/0" -> "382 stage3/7/view/0" [label="(1, 96, 14, 14)", style=solid]; -"382 stage3/7/view/0" -> "383 stage3/7/transpose/0" [label="(1, 2, 48, 14, 14)", style=solid]; -"383 stage3/7/transpose/0" -> "384 stage3/7/contiguous/0" [label="(1, 48, 2, 14, 14)", style=solid]; -"384 stage3/7/contiguous/0" -> "385 stage3/7/view/1" [label="(1, 48, 2, 14, 14)", style=solid]; -"385 stage3/7/view/1" -> "387 stage4/0/branch1/0/conv2d/0" [label="(1, 96, 14, 14)", style=solid]; -"385 stage3/7/view/1" -> "402 stage4/0/branch2/0/conv2d/0" [label="(1, 96, 14, 14)", style=solid]; -"386 stage4.0.branch1.0.weight" -> "387 stage4/0/branch1/0/conv2d/0" [label="(96, 1, 3, 3)", style=solid]; -"387 stage4/0/branch1/0/conv2d/0" -> "392 stage4/0/branch1/1/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"388 stage4.0.branch1.1.weight" -> "392 stage4/0/branch1/1/batch_norm/0" [label="(96,)", style=solid]; -"389 stage4.0.branch1.1.bias" -> "392 stage4/0/branch1/1/batch_norm/0" [label="(96,)", style=solid]; -"390 stage4.0.branch1.1.running_mean" -> "392 stage4/0/branch1/1/batch_norm/0" [label="(96,)", style=solid]; -"391 stage4.0.branch1.1.running_var" -> "392 stage4/0/branch1/1/batch_norm/0" [label="(96,)", style=solid]; -"392 stage4/0/branch1/1/batch_norm/0" -> "394 stage4/0/branch1/2/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"393 stage4.0.branch1.2.weight" -> "394 stage4/0/branch1/2/conv2d/0" [label="(96, 96, 1, 1)", style=solid]; -"394 stage4/0/branch1/2/conv2d/0" -> "399 stage4/0/branch1/3/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"395 stage4.0.branch1.3.weight" -> "399 stage4/0/branch1/3/batch_norm/0" [label="(96,)", style=solid]; -"396 stage4.0.branch1.3.bias" -> "399 stage4/0/branch1/3/batch_norm/0" [label="(96,)", style=solid]; -"397 stage4.0.branch1.3.running_mean" -> "399 stage4/0/branch1/3/batch_norm/0" [label="(96,)", style=solid]; -"398 stage4.0.branch1.3.running_var" -> "399 stage4/0/branch1/3/batch_norm/0" [label="(96,)", style=solid]; -"399 stage4/0/branch1/3/batch_norm/0" -> "400 stage4/0/branch1/4/relu_/0" [label="(1, 96, 7, 7)", style=solid]; -"400 stage4/0/branch1/4/relu_/0" -> "424 stage4/0/cat/0" [label="(1, 96, 7, 7)", style=solid]; -"401 stage4.0.branch2.0.weight" -> "402 stage4/0/branch2/0/conv2d/0" [label="(96, 96, 1, 1)", style=solid]; -"402 stage4/0/branch2/0/conv2d/0" -> "407 stage4/0/branch2/1/batch_norm/0" [label="(1, 96, 14, 14)", style=solid]; -"403 stage4.0.branch2.1.weight" -> "407 stage4/0/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"404 stage4.0.branch2.1.bias" -> "407 stage4/0/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"405 stage4.0.branch2.1.running_mean" -> "407 stage4/0/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"406 stage4.0.branch2.1.running_var" -> "407 stage4/0/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"407 stage4/0/branch2/1/batch_norm/0" -> "408 stage4/0/branch2/2/relu_/0" [label="(1, 96, 14, 14)", style=solid]; -"408 stage4/0/branch2/2/relu_/0" -> "410 stage4/0/branch2/3/conv2d/0" [label="(1, 96, 14, 14)", style=solid]; -"409 stage4.0.branch2.3.weight" -> "410 stage4/0/branch2/3/conv2d/0" [label="(96, 1, 3, 3)", style=solid]; -"410 stage4/0/branch2/3/conv2d/0" -> "415 stage4/0/branch2/4/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"411 stage4.0.branch2.4.weight" -> "415 stage4/0/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"412 stage4.0.branch2.4.bias" -> "415 stage4/0/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"413 stage4.0.branch2.4.running_mean" -> "415 stage4/0/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"414 stage4.0.branch2.4.running_var" -> "415 stage4/0/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"415 stage4/0/branch2/4/batch_norm/0" -> "417 stage4/0/branch2/5/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"416 stage4.0.branch2.5.weight" -> "417 stage4/0/branch2/5/conv2d/0" [label="(96, 96, 1, 1)", style=solid]; -"417 stage4/0/branch2/5/conv2d/0" -> "422 stage4/0/branch2/6/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"418 stage4.0.branch2.6.weight" -> "422 stage4/0/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"419 stage4.0.branch2.6.bias" -> "422 stage4/0/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"420 stage4.0.branch2.6.running_mean" -> "422 stage4/0/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"421 stage4.0.branch2.6.running_var" -> "422 stage4/0/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"422 stage4/0/branch2/6/batch_norm/0" -> "423 stage4/0/branch2/7/relu_/0" [label="(1, 96, 7, 7)", style=solid]; -"423 stage4/0/branch2/7/relu_/0" -> "424 stage4/0/cat/0" [label="(1, 96, 7, 7)", style=solid]; -"424 stage4/0/cat/0" -> "425 stage4/0/view/0" [label="(1, 192, 7, 7)", style=solid]; -"425 stage4/0/view/0" -> "426 stage4/0/transpose/0" [label="(1, 2, 96, 7, 7)", style=solid]; -"426 stage4/0/transpose/0" -> "427 stage4/0/contiguous/0" [label="(1, 96, 2, 7, 7)", style=solid]; -"427 stage4/0/contiguous/0" -> "428 stage4/0/view/1" [label="(1, 96, 2, 7, 7)", style=solid]; -"428 stage4/0/view/1" -> "429 stage4/1/chunk/0" [label="(1, 192, 7, 7)", style=solid]; -"429 stage4/1/chunk/0" -> "431 stage4/1/branch2/0/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"429 stage4/1/chunk/0" -> "453 stage4/1/cat/0" [label="(1, 96, 7, 7)", style=solid]; -"430 stage4.1.branch2.0.weight" -> "431 stage4/1/branch2/0/conv2d/0" [label="(96, 96, 1, 1)", style=solid]; -"431 stage4/1/branch2/0/conv2d/0" -> "436 stage4/1/branch2/1/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"432 stage4.1.branch2.1.weight" -> "436 stage4/1/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"433 stage4.1.branch2.1.bias" -> "436 stage4/1/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"434 stage4.1.branch2.1.running_mean" -> "436 stage4/1/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"435 stage4.1.branch2.1.running_var" -> "436 stage4/1/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"436 stage4/1/branch2/1/batch_norm/0" -> "437 stage4/1/branch2/2/relu_/0" [label="(1, 96, 7, 7)", style=solid]; -"437 stage4/1/branch2/2/relu_/0" -> "439 stage4/1/branch2/3/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"438 stage4.1.branch2.3.weight" -> "439 stage4/1/branch2/3/conv2d/0" [label="(96, 1, 3, 3)", style=solid]; -"439 stage4/1/branch2/3/conv2d/0" -> "444 stage4/1/branch2/4/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"440 stage4.1.branch2.4.weight" -> "444 stage4/1/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"441 stage4.1.branch2.4.bias" -> "444 stage4/1/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"442 stage4.1.branch2.4.running_mean" -> "444 stage4/1/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"443 stage4.1.branch2.4.running_var" -> "444 stage4/1/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"444 stage4/1/branch2/4/batch_norm/0" -> "446 stage4/1/branch2/5/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"445 stage4.1.branch2.5.weight" -> "446 stage4/1/branch2/5/conv2d/0" [label="(96, 96, 1, 1)", style=solid]; -"446 stage4/1/branch2/5/conv2d/0" -> "451 stage4/1/branch2/6/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"447 stage4.1.branch2.6.weight" -> "451 stage4/1/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"448 stage4.1.branch2.6.bias" -> "451 stage4/1/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"449 stage4.1.branch2.6.running_mean" -> "451 stage4/1/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"450 stage4.1.branch2.6.running_var" -> "451 stage4/1/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"451 stage4/1/branch2/6/batch_norm/0" -> "452 stage4/1/branch2/7/relu_/0" [label="(1, 96, 7, 7)", style=solid]; -"452 stage4/1/branch2/7/relu_/0" -> "453 stage4/1/cat/0" [label="(1, 96, 7, 7)", style=solid]; -"453 stage4/1/cat/0" -> "454 stage4/1/view/0" [label="(1, 192, 7, 7)", style=solid]; -"454 stage4/1/view/0" -> "455 stage4/1/transpose/0" [label="(1, 2, 96, 7, 7)", style=solid]; -"455 stage4/1/transpose/0" -> "456 stage4/1/contiguous/0" [label="(1, 96, 2, 7, 7)", style=solid]; -"456 stage4/1/contiguous/0" -> "457 stage4/1/view/1" [label="(1, 96, 2, 7, 7)", style=solid]; -"457 stage4/1/view/1" -> "458 stage4/2/chunk/0" [label="(1, 192, 7, 7)", style=solid]; -"458 stage4/2/chunk/0" -> "460 stage4/2/branch2/0/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"458 stage4/2/chunk/0" -> "482 stage4/2/cat/0" [label="(1, 96, 7, 7)", style=solid]; -"459 stage4.2.branch2.0.weight" -> "460 stage4/2/branch2/0/conv2d/0" [label="(96, 96, 1, 1)", style=solid]; -"460 stage4/2/branch2/0/conv2d/0" -> "465 stage4/2/branch2/1/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"461 stage4.2.branch2.1.weight" -> "465 stage4/2/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"462 stage4.2.branch2.1.bias" -> "465 stage4/2/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"463 stage4.2.branch2.1.running_mean" -> "465 stage4/2/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"464 stage4.2.branch2.1.running_var" -> "465 stage4/2/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"465 stage4/2/branch2/1/batch_norm/0" -> "466 stage4/2/branch2/2/relu_/0" [label="(1, 96, 7, 7)", style=solid]; -"466 stage4/2/branch2/2/relu_/0" -> "468 stage4/2/branch2/3/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"467 stage4.2.branch2.3.weight" -> "468 stage4/2/branch2/3/conv2d/0" [label="(96, 1, 3, 3)", style=solid]; -"468 stage4/2/branch2/3/conv2d/0" -> "473 stage4/2/branch2/4/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"469 stage4.2.branch2.4.weight" -> "473 stage4/2/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"470 stage4.2.branch2.4.bias" -> "473 stage4/2/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"471 stage4.2.branch2.4.running_mean" -> "473 stage4/2/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"472 stage4.2.branch2.4.running_var" -> "473 stage4/2/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"473 stage4/2/branch2/4/batch_norm/0" -> "475 stage4/2/branch2/5/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"474 stage4.2.branch2.5.weight" -> "475 stage4/2/branch2/5/conv2d/0" [label="(96, 96, 1, 1)", style=solid]; -"475 stage4/2/branch2/5/conv2d/0" -> "480 stage4/2/branch2/6/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"476 stage4.2.branch2.6.weight" -> "480 stage4/2/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"477 stage4.2.branch2.6.bias" -> "480 stage4/2/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"478 stage4.2.branch2.6.running_mean" -> "480 stage4/2/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"479 stage4.2.branch2.6.running_var" -> "480 stage4/2/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"480 stage4/2/branch2/6/batch_norm/0" -> "481 stage4/2/branch2/7/relu_/0" [label="(1, 96, 7, 7)", style=solid]; -"481 stage4/2/branch2/7/relu_/0" -> "482 stage4/2/cat/0" [label="(1, 96, 7, 7)", style=solid]; -"482 stage4/2/cat/0" -> "483 stage4/2/view/0" [label="(1, 192, 7, 7)", style=solid]; -"483 stage4/2/view/0" -> "484 stage4/2/transpose/0" [label="(1, 2, 96, 7, 7)", style=solid]; -"484 stage4/2/transpose/0" -> "485 stage4/2/contiguous/0" [label="(1, 96, 2, 7, 7)", style=solid]; -"485 stage4/2/contiguous/0" -> "486 stage4/2/view/1" [label="(1, 96, 2, 7, 7)", style=solid]; -"486 stage4/2/view/1" -> "487 stage4/3/chunk/0" [label="(1, 192, 7, 7)", style=solid]; -"487 stage4/3/chunk/0" -> "489 stage4/3/branch2/0/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"487 stage4/3/chunk/0" -> "511 stage4/3/cat/0" [label="(1, 96, 7, 7)", style=solid]; -"488 stage4.3.branch2.0.weight" -> "489 stage4/3/branch2/0/conv2d/0" [label="(96, 96, 1, 1)", style=solid]; -"489 stage4/3/branch2/0/conv2d/0" -> "494 stage4/3/branch2/1/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"490 stage4.3.branch2.1.weight" -> "494 stage4/3/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"491 stage4.3.branch2.1.bias" -> "494 stage4/3/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"492 stage4.3.branch2.1.running_mean" -> "494 stage4/3/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"493 stage4.3.branch2.1.running_var" -> "494 stage4/3/branch2/1/batch_norm/0" [label="(96,)", style=solid]; -"494 stage4/3/branch2/1/batch_norm/0" -> "495 stage4/3/branch2/2/relu_/0" [label="(1, 96, 7, 7)", style=solid]; -"495 stage4/3/branch2/2/relu_/0" -> "497 stage4/3/branch2/3/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"496 stage4.3.branch2.3.weight" -> "497 stage4/3/branch2/3/conv2d/0" [label="(96, 1, 3, 3)", style=solid]; -"497 stage4/3/branch2/3/conv2d/0" -> "502 stage4/3/branch2/4/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"498 stage4.3.branch2.4.weight" -> "502 stage4/3/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"499 stage4.3.branch2.4.bias" -> "502 stage4/3/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"500 stage4.3.branch2.4.running_mean" -> "502 stage4/3/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"501 stage4.3.branch2.4.running_var" -> "502 stage4/3/branch2/4/batch_norm/0" [label="(96,)", style=solid]; -"502 stage4/3/branch2/4/batch_norm/0" -> "504 stage4/3/branch2/5/conv2d/0" [label="(1, 96, 7, 7)", style=solid]; -"503 stage4.3.branch2.5.weight" -> "504 stage4/3/branch2/5/conv2d/0" [label="(96, 96, 1, 1)", style=solid]; -"504 stage4/3/branch2/5/conv2d/0" -> "509 stage4/3/branch2/6/batch_norm/0" [label="(1, 96, 7, 7)", style=solid]; -"505 stage4.3.branch2.6.weight" -> "509 stage4/3/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"506 stage4.3.branch2.6.bias" -> "509 stage4/3/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"507 stage4.3.branch2.6.running_mean" -> "509 stage4/3/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"508 stage4.3.branch2.6.running_var" -> "509 stage4/3/branch2/6/batch_norm/0" [label="(96,)", style=solid]; -"509 stage4/3/branch2/6/batch_norm/0" -> "510 stage4/3/branch2/7/relu_/0" [label="(1, 96, 7, 7)", style=solid]; -"510 stage4/3/branch2/7/relu_/0" -> "511 stage4/3/cat/0" [label="(1, 96, 7, 7)", style=solid]; -"511 stage4/3/cat/0" -> "512 stage4/3/view/0" [label="(1, 192, 7, 7)", style=solid]; -"512 stage4/3/view/0" -> "513 stage4/3/transpose/0" [label="(1, 2, 96, 7, 7)", style=solid]; -"513 stage4/3/transpose/0" -> "514 stage4/3/contiguous/0" [label="(1, 96, 2, 7, 7)", style=solid]; -"514 stage4/3/contiguous/0" -> "515 stage4/3/view/1" [label="(1, 96, 2, 7, 7)", style=solid]; -"515 stage4/3/view/1" -> "517 conv5/0/conv2d/0" [label="(1, 192, 7, 7)", style=solid]; -"516 conv5.0.weight" -> "517 conv5/0/conv2d/0" [label="(1024, 192, 1, 1)", style=solid]; -"517 conv5/0/conv2d/0" -> "522 conv5/1/batch_norm/0" [label="(1, 1024, 7, 7)", style=solid]; -"518 conv5.1.weight" -> "522 conv5/1/batch_norm/0" [label="(1024,)", style=solid]; -"519 conv5.1.bias" -> "522 conv5/1/batch_norm/0" [label="(1024,)", style=solid]; -"520 conv5.1.running_mean" -> "522 conv5/1/batch_norm/0" [label="(1024,)", style=solid]; -"521 conv5.1.running_var" -> "522 conv5/1/batch_norm/0" [label="(1024,)", style=solid]; -"522 conv5/1/batch_norm/0" -> "523 conv5/2/relu_/0" [label="(1, 1024, 7, 7)", style=solid]; -"523 conv5/2/relu_/0" -> "524 /mean/0" [label="(1, 1024, 7, 7)", style=solid]; -"524 /mean/0" -> "527 fc/linear/0" [label="(1, 1024)", style=solid]; -"525 fc.weight" -> "527 fc/linear/0" [label="(1000, 1024)", style=solid]; -"526 fc.bias" -> "527 fc/linear/0" [label="(1000,)", style=solid]; -"527 fc/linear/0" -> "528 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"conv1.0.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv1/0/conv2d/0" [id=2, metatype=PTConv2dMetatype, type=conv2d]; +"conv1.1.weight" [id=3, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv1.1.bias" [id=4, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv1.1.running_mean" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv1.1.running_var" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv1/1/batch_norm/0" [id=7, metatype=PTBatchNormMetatype, type=batch_norm]; +"conv1/2/relu_/0" [id=8, metatype=PTRELUMetatype, type=relu_]; +"maxpool/max_pool2d/0" [id=9, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"stage2.0.branch1.0.weight" [id=10, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch1/0/conv2d/0" [id=11, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage2.0.branch1.1.weight" [id=12, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch1.1.bias" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch1.1.running_mean" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch1.1.running_var" [id=15, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch1/1/batch_norm/0" [id=16, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2.0.branch1.2.weight" [id=17, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch1/2/conv2d/0" [id=18, metatype=PTConv2dMetatype, type=conv2d]; +"stage2.0.branch1.3.weight" [id=19, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch1.3.bias" [id=20, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch1.3.running_mean" [id=21, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch1.3.running_var" [id=22, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch1/3/batch_norm/0" [id=23, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2/0/branch1/4/relu_/0" [id=24, metatype=PTRELUMetatype, type=relu_]; +"stage2.0.branch2.0.weight" [id=25, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch2/0/conv2d/0" [id=26, metatype=PTConv2dMetatype, type=conv2d]; +"stage2.0.branch2.1.weight" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch2.1.bias" [id=28, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch2.1.running_mean" [id=29, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch2.1.running_var" [id=30, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch2/1/batch_norm/0" [id=31, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2/0/branch2/2/relu_/0" [id=32, metatype=PTRELUMetatype, type=relu_]; +"stage2.0.branch2.3.weight" [id=33, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch2/3/conv2d/0" [id=34, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage2.0.branch2.4.weight" [id=35, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch2.4.bias" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch2.4.running_mean" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch2.4.running_var" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch2/4/batch_norm/0" [id=39, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2.0.branch2.5.weight" [id=40, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch2/5/conv2d/0" [id=41, metatype=PTConv2dMetatype, type=conv2d]; +"stage2.0.branch2.6.weight" [id=42, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch2.6.bias" [id=43, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch2.6.running_mean" [id=44, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.0.branch2.6.running_var" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/0/branch2/6/batch_norm/0" [id=46, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2/0/branch2/7/relu_/0" [id=47, metatype=PTRELUMetatype, type=relu_]; +"stage2/0/cat/0" [id=48, metatype=PTCatMetatype, type=cat]; +"stage2/0/view/0" [id=49, metatype=PTReshapeMetatype, type=view]; +"stage2/0/transpose/0" [id=50, metatype=PTTransposeMetatype, type=transpose]; +"stage2/0/contiguous/0" [id=51, metatype=PTNoopMetatype, type=contiguous]; +"stage2/0/view/1" [id=52, metatype=PTReshapeMetatype, type=view]; +"stage2/1/chunk/0" [id=53, metatype=PTSplitMetatype, type=chunk]; +"stage2.1.branch2.0.weight" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/1/branch2/0/conv2d/0" [id=55, metatype=PTConv2dMetatype, type=conv2d]; +"stage2.1.branch2.1.weight" [id=56, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.1.branch2.1.bias" [id=57, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.1.branch2.1.running_mean" [id=58, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.1.branch2.1.running_var" [id=59, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/1/branch2/1/batch_norm/0" [id=60, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2/1/branch2/2/relu_/0" [id=61, metatype=PTRELUMetatype, type=relu_]; +"stage2.1.branch2.3.weight" [id=62, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/1/branch2/3/conv2d/0" [id=63, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage2.1.branch2.4.weight" [id=64, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.1.branch2.4.bias" [id=65, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.1.branch2.4.running_mean" [id=66, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.1.branch2.4.running_var" [id=67, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/1/branch2/4/batch_norm/0" [id=68, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2.1.branch2.5.weight" [id=69, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/1/branch2/5/conv2d/0" [id=70, metatype=PTConv2dMetatype, type=conv2d]; +"stage2.1.branch2.6.weight" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.1.branch2.6.bias" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.1.branch2.6.running_mean" [id=73, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.1.branch2.6.running_var" [id=74, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/1/branch2/6/batch_norm/0" [id=75, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2/1/branch2/7/relu_/0" [id=76, metatype=PTRELUMetatype, type=relu_]; +"stage2/1/cat/0" [id=77, metatype=PTCatMetatype, type=cat]; +"stage2/1/view/0" [id=78, metatype=PTReshapeMetatype, type=view]; +"stage2/1/transpose/0" [id=79, metatype=PTTransposeMetatype, type=transpose]; +"stage2/1/contiguous/0" [id=80, metatype=PTNoopMetatype, type=contiguous]; +"stage2/1/view/1" [id=81, metatype=PTReshapeMetatype, type=view]; +"stage2/2/chunk/0" [id=82, metatype=PTSplitMetatype, type=chunk]; +"stage2.2.branch2.0.weight" [id=83, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/2/branch2/0/conv2d/0" [id=84, metatype=PTConv2dMetatype, type=conv2d]; +"stage2.2.branch2.1.weight" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.2.branch2.1.bias" [id=86, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.2.branch2.1.running_mean" [id=87, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.2.branch2.1.running_var" [id=88, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/2/branch2/1/batch_norm/0" [id=89, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2/2/branch2/2/relu_/0" [id=90, metatype=PTRELUMetatype, type=relu_]; +"stage2.2.branch2.3.weight" [id=91, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/2/branch2/3/conv2d/0" [id=92, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage2.2.branch2.4.weight" [id=93, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.2.branch2.4.bias" [id=94, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.2.branch2.4.running_mean" [id=95, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.2.branch2.4.running_var" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/2/branch2/4/batch_norm/0" [id=97, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2.2.branch2.5.weight" [id=98, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/2/branch2/5/conv2d/0" [id=99, metatype=PTConv2dMetatype, type=conv2d]; +"stage2.2.branch2.6.weight" [id=100, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.2.branch2.6.bias" [id=101, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.2.branch2.6.running_mean" [id=102, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.2.branch2.6.running_var" [id=103, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/2/branch2/6/batch_norm/0" [id=104, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2/2/branch2/7/relu_/0" [id=105, metatype=PTRELUMetatype, type=relu_]; +"stage2/2/cat/0" [id=106, metatype=PTCatMetatype, type=cat]; +"stage2/2/view/0" [id=107, metatype=PTReshapeMetatype, type=view]; +"stage2/2/transpose/0" [id=108, metatype=PTTransposeMetatype, type=transpose]; +"stage2/2/contiguous/0" [id=109, metatype=PTNoopMetatype, type=contiguous]; +"stage2/2/view/1" [id=110, metatype=PTReshapeMetatype, type=view]; +"stage2/3/chunk/0" [id=111, metatype=PTSplitMetatype, type=chunk]; +"stage2.3.branch2.0.weight" [id=112, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/3/branch2/0/conv2d/0" [id=113, metatype=PTConv2dMetatype, type=conv2d]; +"stage2.3.branch2.1.weight" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.3.branch2.1.bias" [id=115, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.3.branch2.1.running_mean" [id=116, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.3.branch2.1.running_var" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/3/branch2/1/batch_norm/0" [id=118, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2/3/branch2/2/relu_/0" [id=119, metatype=PTRELUMetatype, type=relu_]; +"stage2.3.branch2.3.weight" [id=120, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/3/branch2/3/conv2d/0" [id=121, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage2.3.branch2.4.weight" [id=122, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.3.branch2.4.bias" [id=123, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.3.branch2.4.running_mean" [id=124, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.3.branch2.4.running_var" [id=125, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/3/branch2/4/batch_norm/0" [id=126, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2.3.branch2.5.weight" [id=127, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/3/branch2/5/conv2d/0" [id=128, metatype=PTConv2dMetatype, type=conv2d]; +"stage2.3.branch2.6.weight" [id=129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.3.branch2.6.bias" [id=130, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.3.branch2.6.running_mean" [id=131, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2.3.branch2.6.running_var" [id=132, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage2/3/branch2/6/batch_norm/0" [id=133, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage2/3/branch2/7/relu_/0" [id=134, metatype=PTRELUMetatype, type=relu_]; +"stage2/3/cat/0" [id=135, metatype=PTCatMetatype, type=cat]; +"stage2/3/view/0" [id=136, metatype=PTReshapeMetatype, type=view]; +"stage2/3/transpose/0" [id=137, metatype=PTTransposeMetatype, type=transpose]; +"stage2/3/contiguous/0" [id=138, metatype=PTNoopMetatype, type=contiguous]; +"stage2/3/view/1" [id=139, metatype=PTReshapeMetatype, type=view]; +"stage3.0.branch1.0.weight" [id=140, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch1/0/conv2d/0" [id=141, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage3.0.branch1.1.weight" [id=142, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch1.1.bias" [id=143, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch1.1.running_mean" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch1.1.running_var" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch1/1/batch_norm/0" [id=146, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3.0.branch1.2.weight" [id=147, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch1/2/conv2d/0" [id=148, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.0.branch1.3.weight" [id=149, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch1.3.bias" [id=150, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch1.3.running_mean" [id=151, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch1.3.running_var" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch1/3/batch_norm/0" [id=153, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/0/branch1/4/relu_/0" [id=154, metatype=PTRELUMetatype, type=relu_]; +"stage3.0.branch2.0.weight" [id=155, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch2/0/conv2d/0" [id=156, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.0.branch2.1.weight" [id=157, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch2.1.bias" [id=158, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch2.1.running_mean" [id=159, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch2.1.running_var" [id=160, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch2/1/batch_norm/0" [id=161, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/0/branch2/2/relu_/0" [id=162, metatype=PTRELUMetatype, type=relu_]; +"stage3.0.branch2.3.weight" [id=163, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch2/3/conv2d/0" [id=164, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage3.0.branch2.4.weight" [id=165, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch2.4.bias" [id=166, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch2.4.running_mean" [id=167, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch2.4.running_var" [id=168, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch2/4/batch_norm/0" [id=169, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3.0.branch2.5.weight" [id=170, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch2/5/conv2d/0" [id=171, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.0.branch2.6.weight" [id=172, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch2.6.bias" [id=173, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch2.6.running_mean" [id=174, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.0.branch2.6.running_var" [id=175, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/0/branch2/6/batch_norm/0" [id=176, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/0/branch2/7/relu_/0" [id=177, metatype=PTRELUMetatype, type=relu_]; +"stage3/0/cat/0" [id=178, metatype=PTCatMetatype, type=cat]; +"stage3/0/view/0" [id=179, metatype=PTReshapeMetatype, type=view]; +"stage3/0/transpose/0" [id=180, metatype=PTTransposeMetatype, type=transpose]; +"stage3/0/contiguous/0" [id=181, metatype=PTNoopMetatype, type=contiguous]; +"stage3/0/view/1" [id=182, metatype=PTReshapeMetatype, type=view]; +"stage3/1/chunk/0" [id=183, metatype=PTSplitMetatype, type=chunk]; +"stage3.1.branch2.0.weight" [id=184, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/1/branch2/0/conv2d/0" [id=185, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.1.branch2.1.weight" [id=186, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.1.branch2.1.bias" [id=187, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.1.branch2.1.running_mean" [id=188, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.1.branch2.1.running_var" [id=189, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/1/branch2/1/batch_norm/0" [id=190, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/1/branch2/2/relu_/0" [id=191, metatype=PTRELUMetatype, type=relu_]; +"stage3.1.branch2.3.weight" [id=192, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/1/branch2/3/conv2d/0" [id=193, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage3.1.branch2.4.weight" [id=194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.1.branch2.4.bias" [id=195, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.1.branch2.4.running_mean" [id=196, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.1.branch2.4.running_var" [id=197, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/1/branch2/4/batch_norm/0" [id=198, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3.1.branch2.5.weight" [id=199, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/1/branch2/5/conv2d/0" [id=200, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.1.branch2.6.weight" [id=201, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.1.branch2.6.bias" [id=202, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.1.branch2.6.running_mean" [id=203, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.1.branch2.6.running_var" [id=204, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/1/branch2/6/batch_norm/0" [id=205, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/1/branch2/7/relu_/0" [id=206, metatype=PTRELUMetatype, type=relu_]; +"stage3/1/cat/0" [id=207, metatype=PTCatMetatype, type=cat]; +"stage3/1/view/0" [id=208, metatype=PTReshapeMetatype, type=view]; +"stage3/1/transpose/0" [id=209, metatype=PTTransposeMetatype, type=transpose]; +"stage3/1/contiguous/0" [id=210, metatype=PTNoopMetatype, type=contiguous]; +"stage3/1/view/1" [id=211, metatype=PTReshapeMetatype, type=view]; +"stage3/2/chunk/0" [id=212, metatype=PTSplitMetatype, type=chunk]; +"stage3.2.branch2.0.weight" [id=213, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/2/branch2/0/conv2d/0" [id=214, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.2.branch2.1.weight" [id=215, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.2.branch2.1.bias" [id=216, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.2.branch2.1.running_mean" [id=217, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.2.branch2.1.running_var" [id=218, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/2/branch2/1/batch_norm/0" [id=219, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/2/branch2/2/relu_/0" [id=220, metatype=PTRELUMetatype, type=relu_]; +"stage3.2.branch2.3.weight" [id=221, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/2/branch2/3/conv2d/0" [id=222, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage3.2.branch2.4.weight" [id=223, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.2.branch2.4.bias" [id=224, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.2.branch2.4.running_mean" [id=225, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.2.branch2.4.running_var" [id=226, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/2/branch2/4/batch_norm/0" [id=227, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3.2.branch2.5.weight" [id=228, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/2/branch2/5/conv2d/0" [id=229, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.2.branch2.6.weight" [id=230, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.2.branch2.6.bias" [id=231, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.2.branch2.6.running_mean" [id=232, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.2.branch2.6.running_var" [id=233, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/2/branch2/6/batch_norm/0" [id=234, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/2/branch2/7/relu_/0" [id=235, metatype=PTRELUMetatype, type=relu_]; +"stage3/2/cat/0" [id=236, metatype=PTCatMetatype, type=cat]; +"stage3/2/view/0" [id=237, metatype=PTReshapeMetatype, type=view]; +"stage3/2/transpose/0" [id=238, metatype=PTTransposeMetatype, type=transpose]; +"stage3/2/contiguous/0" [id=239, metatype=PTNoopMetatype, type=contiguous]; +"stage3/2/view/1" [id=240, metatype=PTReshapeMetatype, type=view]; +"stage3/3/chunk/0" [id=241, metatype=PTSplitMetatype, type=chunk]; +"stage3.3.branch2.0.weight" [id=242, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/3/branch2/0/conv2d/0" [id=243, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.3.branch2.1.weight" [id=244, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.3.branch2.1.bias" [id=245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.3.branch2.1.running_mean" [id=246, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.3.branch2.1.running_var" [id=247, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/3/branch2/1/batch_norm/0" [id=248, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/3/branch2/2/relu_/0" [id=249, metatype=PTRELUMetatype, type=relu_]; +"stage3.3.branch2.3.weight" [id=250, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/3/branch2/3/conv2d/0" [id=251, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage3.3.branch2.4.weight" [id=252, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.3.branch2.4.bias" [id=253, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.3.branch2.4.running_mean" [id=254, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.3.branch2.4.running_var" [id=255, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/3/branch2/4/batch_norm/0" [id=256, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3.3.branch2.5.weight" [id=257, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/3/branch2/5/conv2d/0" [id=258, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.3.branch2.6.weight" [id=259, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.3.branch2.6.bias" [id=260, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.3.branch2.6.running_mean" [id=261, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.3.branch2.6.running_var" [id=262, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/3/branch2/6/batch_norm/0" [id=263, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/3/branch2/7/relu_/0" [id=264, metatype=PTRELUMetatype, type=relu_]; +"stage3/3/cat/0" [id=265, metatype=PTCatMetatype, type=cat]; +"stage3/3/view/0" [id=266, metatype=PTReshapeMetatype, type=view]; +"stage3/3/transpose/0" [id=267, metatype=PTTransposeMetatype, type=transpose]; +"stage3/3/contiguous/0" [id=268, metatype=PTNoopMetatype, type=contiguous]; +"stage3/3/view/1" [id=269, metatype=PTReshapeMetatype, type=view]; +"stage3/4/chunk/0" [id=270, metatype=PTSplitMetatype, type=chunk]; +"stage3.4.branch2.0.weight" [id=271, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/4/branch2/0/conv2d/0" [id=272, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.4.branch2.1.weight" [id=273, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.4.branch2.1.bias" [id=274, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.4.branch2.1.running_mean" [id=275, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.4.branch2.1.running_var" [id=276, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/4/branch2/1/batch_norm/0" [id=277, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/4/branch2/2/relu_/0" [id=278, metatype=PTRELUMetatype, type=relu_]; +"stage3.4.branch2.3.weight" [id=279, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/4/branch2/3/conv2d/0" [id=280, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage3.4.branch2.4.weight" [id=281, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.4.branch2.4.bias" [id=282, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.4.branch2.4.running_mean" [id=283, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.4.branch2.4.running_var" [id=284, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/4/branch2/4/batch_norm/0" [id=285, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3.4.branch2.5.weight" [id=286, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/4/branch2/5/conv2d/0" [id=287, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.4.branch2.6.weight" [id=288, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.4.branch2.6.bias" [id=289, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.4.branch2.6.running_mean" [id=290, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.4.branch2.6.running_var" [id=291, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/4/branch2/6/batch_norm/0" [id=292, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/4/branch2/7/relu_/0" [id=293, metatype=PTRELUMetatype, type=relu_]; +"stage3/4/cat/0" [id=294, metatype=PTCatMetatype, type=cat]; +"stage3/4/view/0" [id=295, metatype=PTReshapeMetatype, type=view]; +"stage3/4/transpose/0" [id=296, metatype=PTTransposeMetatype, type=transpose]; +"stage3/4/contiguous/0" [id=297, metatype=PTNoopMetatype, type=contiguous]; +"stage3/4/view/1" [id=298, metatype=PTReshapeMetatype, type=view]; +"stage3/5/chunk/0" [id=299, metatype=PTSplitMetatype, type=chunk]; +"stage3.5.branch2.0.weight" [id=300, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/5/branch2/0/conv2d/0" [id=301, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.5.branch2.1.weight" [id=302, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.5.branch2.1.bias" [id=303, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.5.branch2.1.running_mean" [id=304, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.5.branch2.1.running_var" [id=305, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/5/branch2/1/batch_norm/0" [id=306, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/5/branch2/2/relu_/0" [id=307, metatype=PTRELUMetatype, type=relu_]; +"stage3.5.branch2.3.weight" [id=308, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/5/branch2/3/conv2d/0" [id=309, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage3.5.branch2.4.weight" [id=310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.5.branch2.4.bias" [id=311, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.5.branch2.4.running_mean" [id=312, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.5.branch2.4.running_var" [id=313, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/5/branch2/4/batch_norm/0" [id=314, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3.5.branch2.5.weight" [id=315, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/5/branch2/5/conv2d/0" [id=316, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.5.branch2.6.weight" [id=317, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.5.branch2.6.bias" [id=318, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.5.branch2.6.running_mean" [id=319, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.5.branch2.6.running_var" [id=320, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/5/branch2/6/batch_norm/0" [id=321, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/5/branch2/7/relu_/0" [id=322, metatype=PTRELUMetatype, type=relu_]; +"stage3/5/cat/0" [id=323, metatype=PTCatMetatype, type=cat]; +"stage3/5/view/0" [id=324, metatype=PTReshapeMetatype, type=view]; +"stage3/5/transpose/0" [id=325, metatype=PTTransposeMetatype, type=transpose]; +"stage3/5/contiguous/0" [id=326, metatype=PTNoopMetatype, type=contiguous]; +"stage3/5/view/1" [id=327, metatype=PTReshapeMetatype, type=view]; +"stage3/6/chunk/0" [id=328, metatype=PTSplitMetatype, type=chunk]; +"stage3.6.branch2.0.weight" [id=329, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/6/branch2/0/conv2d/0" [id=330, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.6.branch2.1.weight" [id=331, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.6.branch2.1.bias" [id=332, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.6.branch2.1.running_mean" [id=333, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.6.branch2.1.running_var" [id=334, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/6/branch2/1/batch_norm/0" [id=335, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/6/branch2/2/relu_/0" [id=336, metatype=PTRELUMetatype, type=relu_]; +"stage3.6.branch2.3.weight" [id=337, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/6/branch2/3/conv2d/0" [id=338, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage3.6.branch2.4.weight" [id=339, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.6.branch2.4.bias" [id=340, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.6.branch2.4.running_mean" [id=341, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.6.branch2.4.running_var" [id=342, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/6/branch2/4/batch_norm/0" [id=343, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3.6.branch2.5.weight" [id=344, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/6/branch2/5/conv2d/0" [id=345, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.6.branch2.6.weight" [id=346, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.6.branch2.6.bias" [id=347, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.6.branch2.6.running_mean" [id=348, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.6.branch2.6.running_var" [id=349, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/6/branch2/6/batch_norm/0" [id=350, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/6/branch2/7/relu_/0" [id=351, metatype=PTRELUMetatype, type=relu_]; +"stage3/6/cat/0" [id=352, metatype=PTCatMetatype, type=cat]; +"stage3/6/view/0" [id=353, metatype=PTReshapeMetatype, type=view]; +"stage3/6/transpose/0" [id=354, metatype=PTTransposeMetatype, type=transpose]; +"stage3/6/contiguous/0" [id=355, metatype=PTNoopMetatype, type=contiguous]; +"stage3/6/view/1" [id=356, metatype=PTReshapeMetatype, type=view]; +"stage3/7/chunk/0" [id=357, metatype=PTSplitMetatype, type=chunk]; +"stage3.7.branch2.0.weight" [id=358, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/7/branch2/0/conv2d/0" [id=359, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.7.branch2.1.weight" [id=360, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.7.branch2.1.bias" [id=361, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.7.branch2.1.running_mean" [id=362, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.7.branch2.1.running_var" [id=363, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/7/branch2/1/batch_norm/0" [id=364, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/7/branch2/2/relu_/0" [id=365, metatype=PTRELUMetatype, type=relu_]; +"stage3.7.branch2.3.weight" [id=366, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/7/branch2/3/conv2d/0" [id=367, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage3.7.branch2.4.weight" [id=368, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.7.branch2.4.bias" [id=369, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.7.branch2.4.running_mean" [id=370, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.7.branch2.4.running_var" [id=371, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/7/branch2/4/batch_norm/0" [id=372, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3.7.branch2.5.weight" [id=373, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/7/branch2/5/conv2d/0" [id=374, metatype=PTConv2dMetatype, type=conv2d]; +"stage3.7.branch2.6.weight" [id=375, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.7.branch2.6.bias" [id=376, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.7.branch2.6.running_mean" [id=377, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3.7.branch2.6.running_var" [id=378, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage3/7/branch2/6/batch_norm/0" [id=379, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage3/7/branch2/7/relu_/0" [id=380, metatype=PTRELUMetatype, type=relu_]; +"stage3/7/cat/0" [id=381, metatype=PTCatMetatype, type=cat]; +"stage3/7/view/0" [id=382, metatype=PTReshapeMetatype, type=view]; +"stage3/7/transpose/0" [id=383, metatype=PTTransposeMetatype, type=transpose]; +"stage3/7/contiguous/0" [id=384, metatype=PTNoopMetatype, type=contiguous]; +"stage3/7/view/1" [id=385, metatype=PTReshapeMetatype, type=view]; +"stage4.0.branch1.0.weight" [id=386, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch1/0/conv2d/0" [id=387, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage4.0.branch1.1.weight" [id=388, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch1.1.bias" [id=389, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch1.1.running_mean" [id=390, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch1.1.running_var" [id=391, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch1/1/batch_norm/0" [id=392, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4.0.branch1.2.weight" [id=393, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch1/2/conv2d/0" [id=394, metatype=PTConv2dMetatype, type=conv2d]; +"stage4.0.branch1.3.weight" [id=395, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch1.3.bias" [id=396, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch1.3.running_mean" [id=397, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch1.3.running_var" [id=398, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch1/3/batch_norm/0" [id=399, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4/0/branch1/4/relu_/0" [id=400, metatype=PTRELUMetatype, type=relu_]; +"stage4.0.branch2.0.weight" [id=401, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch2/0/conv2d/0" [id=402, metatype=PTConv2dMetatype, type=conv2d]; +"stage4.0.branch2.1.weight" [id=403, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch2.1.bias" [id=404, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch2.1.running_mean" [id=405, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch2.1.running_var" [id=406, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch2/1/batch_norm/0" [id=407, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4/0/branch2/2/relu_/0" [id=408, metatype=PTRELUMetatype, type=relu_]; +"stage4.0.branch2.3.weight" [id=409, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch2/3/conv2d/0" [id=410, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage4.0.branch2.4.weight" [id=411, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch2.4.bias" [id=412, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch2.4.running_mean" [id=413, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch2.4.running_var" [id=414, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch2/4/batch_norm/0" [id=415, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4.0.branch2.5.weight" [id=416, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch2/5/conv2d/0" [id=417, metatype=PTConv2dMetatype, type=conv2d]; +"stage4.0.branch2.6.weight" [id=418, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch2.6.bias" [id=419, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch2.6.running_mean" [id=420, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.0.branch2.6.running_var" [id=421, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/0/branch2/6/batch_norm/0" [id=422, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4/0/branch2/7/relu_/0" [id=423, metatype=PTRELUMetatype, type=relu_]; +"stage4/0/cat/0" [id=424, metatype=PTCatMetatype, type=cat]; +"stage4/0/view/0" [id=425, metatype=PTReshapeMetatype, type=view]; +"stage4/0/transpose/0" [id=426, metatype=PTTransposeMetatype, type=transpose]; +"stage4/0/contiguous/0" [id=427, metatype=PTNoopMetatype, type=contiguous]; +"stage4/0/view/1" [id=428, metatype=PTReshapeMetatype, type=view]; +"stage4/1/chunk/0" [id=429, metatype=PTSplitMetatype, type=chunk]; +"stage4.1.branch2.0.weight" [id=430, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/1/branch2/0/conv2d/0" [id=431, metatype=PTConv2dMetatype, type=conv2d]; +"stage4.1.branch2.1.weight" [id=432, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.1.branch2.1.bias" [id=433, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.1.branch2.1.running_mean" [id=434, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.1.branch2.1.running_var" [id=435, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/1/branch2/1/batch_norm/0" [id=436, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4/1/branch2/2/relu_/0" [id=437, metatype=PTRELUMetatype, type=relu_]; +"stage4.1.branch2.3.weight" [id=438, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/1/branch2/3/conv2d/0" [id=439, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage4.1.branch2.4.weight" [id=440, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.1.branch2.4.bias" [id=441, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.1.branch2.4.running_mean" [id=442, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.1.branch2.4.running_var" [id=443, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/1/branch2/4/batch_norm/0" [id=444, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4.1.branch2.5.weight" [id=445, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/1/branch2/5/conv2d/0" [id=446, metatype=PTConv2dMetatype, type=conv2d]; +"stage4.1.branch2.6.weight" [id=447, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.1.branch2.6.bias" [id=448, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.1.branch2.6.running_mean" [id=449, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.1.branch2.6.running_var" [id=450, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/1/branch2/6/batch_norm/0" [id=451, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4/1/branch2/7/relu_/0" [id=452, metatype=PTRELUMetatype, type=relu_]; +"stage4/1/cat/0" [id=453, metatype=PTCatMetatype, type=cat]; +"stage4/1/view/0" [id=454, metatype=PTReshapeMetatype, type=view]; +"stage4/1/transpose/0" [id=455, metatype=PTTransposeMetatype, type=transpose]; +"stage4/1/contiguous/0" [id=456, metatype=PTNoopMetatype, type=contiguous]; +"stage4/1/view/1" [id=457, metatype=PTReshapeMetatype, type=view]; +"stage4/2/chunk/0" [id=458, metatype=PTSplitMetatype, type=chunk]; +"stage4.2.branch2.0.weight" [id=459, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/2/branch2/0/conv2d/0" [id=460, metatype=PTConv2dMetatype, type=conv2d]; +"stage4.2.branch2.1.weight" [id=461, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.2.branch2.1.bias" [id=462, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.2.branch2.1.running_mean" [id=463, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.2.branch2.1.running_var" [id=464, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/2/branch2/1/batch_norm/0" [id=465, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4/2/branch2/2/relu_/0" [id=466, metatype=PTRELUMetatype, type=relu_]; +"stage4.2.branch2.3.weight" [id=467, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/2/branch2/3/conv2d/0" [id=468, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage4.2.branch2.4.weight" [id=469, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.2.branch2.4.bias" [id=470, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.2.branch2.4.running_mean" [id=471, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.2.branch2.4.running_var" [id=472, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/2/branch2/4/batch_norm/0" [id=473, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4.2.branch2.5.weight" [id=474, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/2/branch2/5/conv2d/0" [id=475, metatype=PTConv2dMetatype, type=conv2d]; +"stage4.2.branch2.6.weight" [id=476, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.2.branch2.6.bias" [id=477, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.2.branch2.6.running_mean" [id=478, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.2.branch2.6.running_var" [id=479, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/2/branch2/6/batch_norm/0" [id=480, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4/2/branch2/7/relu_/0" [id=481, metatype=PTRELUMetatype, type=relu_]; +"stage4/2/cat/0" [id=482, metatype=PTCatMetatype, type=cat]; +"stage4/2/view/0" [id=483, metatype=PTReshapeMetatype, type=view]; +"stage4/2/transpose/0" [id=484, metatype=PTTransposeMetatype, type=transpose]; +"stage4/2/contiguous/0" [id=485, metatype=PTNoopMetatype, type=contiguous]; +"stage4/2/view/1" [id=486, metatype=PTReshapeMetatype, type=view]; +"stage4/3/chunk/0" [id=487, metatype=PTSplitMetatype, type=chunk]; +"stage4.3.branch2.0.weight" [id=488, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/3/branch2/0/conv2d/0" [id=489, metatype=PTConv2dMetatype, type=conv2d]; +"stage4.3.branch2.1.weight" [id=490, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.3.branch2.1.bias" [id=491, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.3.branch2.1.running_mean" [id=492, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.3.branch2.1.running_var" [id=493, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/3/branch2/1/batch_norm/0" [id=494, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4/3/branch2/2/relu_/0" [id=495, metatype=PTRELUMetatype, type=relu_]; +"stage4.3.branch2.3.weight" [id=496, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/3/branch2/3/conv2d/0" [id=497, metatype=PTDepthwiseConv2dSubtype, type=conv2d]; +"stage4.3.branch2.4.weight" [id=498, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.3.branch2.4.bias" [id=499, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.3.branch2.4.running_mean" [id=500, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.3.branch2.4.running_var" [id=501, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/3/branch2/4/batch_norm/0" [id=502, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4.3.branch2.5.weight" [id=503, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/3/branch2/5/conv2d/0" [id=504, metatype=PTConv2dMetatype, type=conv2d]; +"stage4.3.branch2.6.weight" [id=505, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.3.branch2.6.bias" [id=506, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.3.branch2.6.running_mean" [id=507, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4.3.branch2.6.running_var" [id=508, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"stage4/3/branch2/6/batch_norm/0" [id=509, metatype=PTBatchNormMetatype, type=batch_norm]; +"stage4/3/branch2/7/relu_/0" [id=510, metatype=PTRELUMetatype, type=relu_]; +"stage4/3/cat/0" [id=511, metatype=PTCatMetatype, type=cat]; +"stage4/3/view/0" [id=512, metatype=PTReshapeMetatype, type=view]; +"stage4/3/transpose/0" [id=513, metatype=PTTransposeMetatype, type=transpose]; +"stage4/3/contiguous/0" [id=514, metatype=PTNoopMetatype, type=contiguous]; +"stage4/3/view/1" [id=515, metatype=PTReshapeMetatype, type=view]; +"conv5.0.weight" [id=516, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv5/0/conv2d/0" [id=517, metatype=PTConv2dMetatype, type=conv2d]; +"conv5.1.weight" [id=518, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv5.1.bias" [id=519, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv5.1.running_mean" [id=520, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv5.1.running_var" [id=521, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"conv5/1/batch_norm/0" [id=522, metatype=PTBatchNormMetatype, type=batch_norm]; +"conv5/2/relu_/0" [id=523, metatype=PTRELUMetatype, type=relu_]; +"/mean/0" [id=524, metatype=PTMeanMetatype, type=mean]; +"fc.weight" [id=525, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"fc.bias" [id=526, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"fc/linear/0" [id=527, metatype=PTLinearMetatype, type=linear]; +output [id=528, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "conv1/0/conv2d/0" [dtype=float, shape="(1, 3, 224, 224)"]; +"conv1.0.weight" -> "conv1/0/conv2d/0" [dtype=float, shape="(24, 3, 3, 3)"]; +"conv1/0/conv2d/0" -> "conv1/1/batch_norm/0" [dtype=float, shape="(1, 24, 112, 112)"]; +"conv1.1.weight" -> "conv1/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"conv1.1.bias" -> "conv1/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"conv1.1.running_mean" -> "conv1/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"conv1.1.running_var" -> "conv1/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"conv1/1/batch_norm/0" -> "conv1/2/relu_/0" [dtype=float, shape="(1, 24, 112, 112)"]; +"conv1/2/relu_/0" -> "maxpool/max_pool2d/0" [dtype=float, shape="(1, 24, 112, 112)"]; +"maxpool/max_pool2d/0" -> "stage2/0/branch1/0/conv2d/0" [dtype=float, shape="(1, 24, 56, 56)"]; +"maxpool/max_pool2d/0" -> "stage2/0/branch2/0/conv2d/0" [dtype=float, shape="(1, 24, 56, 56)"]; +"stage2.0.branch1.0.weight" -> "stage2/0/branch1/0/conv2d/0" [dtype=float, shape="(24, 1, 3, 3)"]; +"stage2/0/branch1/0/conv2d/0" -> "stage2/0/branch1/1/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.0.branch1.1.weight" -> "stage2/0/branch1/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch1.1.bias" -> "stage2/0/branch1/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch1.1.running_mean" -> "stage2/0/branch1/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch1.1.running_var" -> "stage2/0/branch1/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/0/branch1/1/batch_norm/0" -> "stage2/0/branch1/2/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.0.branch1.2.weight" -> "stage2/0/branch1/2/conv2d/0" [dtype=float, shape="(24, 24, 1, 1)"]; +"stage2/0/branch1/2/conv2d/0" -> "stage2/0/branch1/3/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.0.branch1.3.weight" -> "stage2/0/branch1/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch1.3.bias" -> "stage2/0/branch1/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch1.3.running_mean" -> "stage2/0/branch1/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch1.3.running_var" -> "stage2/0/branch1/3/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/0/branch1/3/batch_norm/0" -> "stage2/0/branch1/4/relu_/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/0/branch1/4/relu_/0" -> "stage2/0/cat/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.0.branch2.0.weight" -> "stage2/0/branch2/0/conv2d/0" [dtype=float, shape="(24, 24, 1, 1)"]; +"stage2/0/branch2/0/conv2d/0" -> "stage2/0/branch2/1/batch_norm/0" [dtype=float, shape="(1, 24, 56, 56)"]; +"stage2.0.branch2.1.weight" -> "stage2/0/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch2.1.bias" -> "stage2/0/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch2.1.running_mean" -> "stage2/0/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch2.1.running_var" -> "stage2/0/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/0/branch2/1/batch_norm/0" -> "stage2/0/branch2/2/relu_/0" [dtype=float, shape="(1, 24, 56, 56)"]; +"stage2/0/branch2/2/relu_/0" -> "stage2/0/branch2/3/conv2d/0" [dtype=float, shape="(1, 24, 56, 56)"]; +"stage2.0.branch2.3.weight" -> "stage2/0/branch2/3/conv2d/0" [dtype=float, shape="(24, 1, 3, 3)"]; +"stage2/0/branch2/3/conv2d/0" -> "stage2/0/branch2/4/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.0.branch2.4.weight" -> "stage2/0/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch2.4.bias" -> "stage2/0/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch2.4.running_mean" -> "stage2/0/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch2.4.running_var" -> "stage2/0/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/0/branch2/4/batch_norm/0" -> "stage2/0/branch2/5/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.0.branch2.5.weight" -> "stage2/0/branch2/5/conv2d/0" [dtype=float, shape="(24, 24, 1, 1)"]; +"stage2/0/branch2/5/conv2d/0" -> "stage2/0/branch2/6/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.0.branch2.6.weight" -> "stage2/0/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch2.6.bias" -> "stage2/0/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch2.6.running_mean" -> "stage2/0/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.0.branch2.6.running_var" -> "stage2/0/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/0/branch2/6/batch_norm/0" -> "stage2/0/branch2/7/relu_/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/0/branch2/7/relu_/0" -> "stage2/0/cat/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/0/cat/0" -> "stage2/0/view/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage2/0/view/0" -> "stage2/0/transpose/0" [dtype=float, shape="(1, 2, 24, 28, 28)"]; +"stage2/0/transpose/0" -> "stage2/0/contiguous/0" [dtype=float, shape="(1, 24, 2, 28, 28)"]; +"stage2/0/contiguous/0" -> "stage2/0/view/1" [dtype=float, shape="(1, 24, 2, 28, 28)"]; +"stage2/0/view/1" -> "stage2/1/chunk/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage2/1/chunk/0" -> "stage2/1/branch2/0/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/1/chunk/0" -> "stage2/1/cat/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.1.branch2.0.weight" -> "stage2/1/branch2/0/conv2d/0" [dtype=float, shape="(24, 24, 1, 1)"]; +"stage2/1/branch2/0/conv2d/0" -> "stage2/1/branch2/1/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.1.branch2.1.weight" -> "stage2/1/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.1.branch2.1.bias" -> "stage2/1/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.1.branch2.1.running_mean" -> "stage2/1/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.1.branch2.1.running_var" -> "stage2/1/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/1/branch2/1/batch_norm/0" -> "stage2/1/branch2/2/relu_/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/1/branch2/2/relu_/0" -> "stage2/1/branch2/3/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.1.branch2.3.weight" -> "stage2/1/branch2/3/conv2d/0" [dtype=float, shape="(24, 1, 3, 3)"]; +"stage2/1/branch2/3/conv2d/0" -> "stage2/1/branch2/4/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.1.branch2.4.weight" -> "stage2/1/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.1.branch2.4.bias" -> "stage2/1/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.1.branch2.4.running_mean" -> "stage2/1/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.1.branch2.4.running_var" -> "stage2/1/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/1/branch2/4/batch_norm/0" -> "stage2/1/branch2/5/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.1.branch2.5.weight" -> "stage2/1/branch2/5/conv2d/0" [dtype=float, shape="(24, 24, 1, 1)"]; +"stage2/1/branch2/5/conv2d/0" -> "stage2/1/branch2/6/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.1.branch2.6.weight" -> "stage2/1/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.1.branch2.6.bias" -> "stage2/1/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.1.branch2.6.running_mean" -> "stage2/1/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.1.branch2.6.running_var" -> "stage2/1/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/1/branch2/6/batch_norm/0" -> "stage2/1/branch2/7/relu_/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/1/branch2/7/relu_/0" -> "stage2/1/cat/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/1/cat/0" -> "stage2/1/view/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage2/1/view/0" -> "stage2/1/transpose/0" [dtype=float, shape="(1, 2, 24, 28, 28)"]; +"stage2/1/transpose/0" -> "stage2/1/contiguous/0" [dtype=float, shape="(1, 24, 2, 28, 28)"]; +"stage2/1/contiguous/0" -> "stage2/1/view/1" [dtype=float, shape="(1, 24, 2, 28, 28)"]; +"stage2/1/view/1" -> "stage2/2/chunk/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage2/2/chunk/0" -> "stage2/2/branch2/0/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/2/chunk/0" -> "stage2/2/cat/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.2.branch2.0.weight" -> "stage2/2/branch2/0/conv2d/0" [dtype=float, shape="(24, 24, 1, 1)"]; +"stage2/2/branch2/0/conv2d/0" -> "stage2/2/branch2/1/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.2.branch2.1.weight" -> "stage2/2/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.2.branch2.1.bias" -> "stage2/2/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.2.branch2.1.running_mean" -> "stage2/2/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.2.branch2.1.running_var" -> "stage2/2/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/2/branch2/1/batch_norm/0" -> "stage2/2/branch2/2/relu_/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/2/branch2/2/relu_/0" -> "stage2/2/branch2/3/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.2.branch2.3.weight" -> "stage2/2/branch2/3/conv2d/0" [dtype=float, shape="(24, 1, 3, 3)"]; +"stage2/2/branch2/3/conv2d/0" -> "stage2/2/branch2/4/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.2.branch2.4.weight" -> "stage2/2/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.2.branch2.4.bias" -> "stage2/2/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.2.branch2.4.running_mean" -> "stage2/2/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.2.branch2.4.running_var" -> "stage2/2/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/2/branch2/4/batch_norm/0" -> "stage2/2/branch2/5/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.2.branch2.5.weight" -> "stage2/2/branch2/5/conv2d/0" [dtype=float, shape="(24, 24, 1, 1)"]; +"stage2/2/branch2/5/conv2d/0" -> "stage2/2/branch2/6/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.2.branch2.6.weight" -> "stage2/2/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.2.branch2.6.bias" -> "stage2/2/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.2.branch2.6.running_mean" -> "stage2/2/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.2.branch2.6.running_var" -> "stage2/2/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/2/branch2/6/batch_norm/0" -> "stage2/2/branch2/7/relu_/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/2/branch2/7/relu_/0" -> "stage2/2/cat/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/2/cat/0" -> "stage2/2/view/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage2/2/view/0" -> "stage2/2/transpose/0" [dtype=float, shape="(1, 2, 24, 28, 28)"]; +"stage2/2/transpose/0" -> "stage2/2/contiguous/0" [dtype=float, shape="(1, 24, 2, 28, 28)"]; +"stage2/2/contiguous/0" -> "stage2/2/view/1" [dtype=float, shape="(1, 24, 2, 28, 28)"]; +"stage2/2/view/1" -> "stage2/3/chunk/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage2/3/chunk/0" -> "stage2/3/branch2/0/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/3/chunk/0" -> "stage2/3/cat/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.3.branch2.0.weight" -> "stage2/3/branch2/0/conv2d/0" [dtype=float, shape="(24, 24, 1, 1)"]; +"stage2/3/branch2/0/conv2d/0" -> "stage2/3/branch2/1/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.3.branch2.1.weight" -> "stage2/3/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.3.branch2.1.bias" -> "stage2/3/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.3.branch2.1.running_mean" -> "stage2/3/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.3.branch2.1.running_var" -> "stage2/3/branch2/1/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/3/branch2/1/batch_norm/0" -> "stage2/3/branch2/2/relu_/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/3/branch2/2/relu_/0" -> "stage2/3/branch2/3/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.3.branch2.3.weight" -> "stage2/3/branch2/3/conv2d/0" [dtype=float, shape="(24, 1, 3, 3)"]; +"stage2/3/branch2/3/conv2d/0" -> "stage2/3/branch2/4/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.3.branch2.4.weight" -> "stage2/3/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.3.branch2.4.bias" -> "stage2/3/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.3.branch2.4.running_mean" -> "stage2/3/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.3.branch2.4.running_var" -> "stage2/3/branch2/4/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/3/branch2/4/batch_norm/0" -> "stage2/3/branch2/5/conv2d/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.3.branch2.5.weight" -> "stage2/3/branch2/5/conv2d/0" [dtype=float, shape="(24, 24, 1, 1)"]; +"stage2/3/branch2/5/conv2d/0" -> "stage2/3/branch2/6/batch_norm/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2.3.branch2.6.weight" -> "stage2/3/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.3.branch2.6.bias" -> "stage2/3/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.3.branch2.6.running_mean" -> "stage2/3/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2.3.branch2.6.running_var" -> "stage2/3/branch2/6/batch_norm/0" [dtype=float, shape="(24,)"]; +"stage2/3/branch2/6/batch_norm/0" -> "stage2/3/branch2/7/relu_/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/3/branch2/7/relu_/0" -> "stage2/3/cat/0" [dtype=float, shape="(1, 24, 28, 28)"]; +"stage2/3/cat/0" -> "stage2/3/view/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage2/3/view/0" -> "stage2/3/transpose/0" [dtype=float, shape="(1, 2, 24, 28, 28)"]; +"stage2/3/transpose/0" -> "stage2/3/contiguous/0" [dtype=float, shape="(1, 24, 2, 28, 28)"]; +"stage2/3/contiguous/0" -> "stage2/3/view/1" [dtype=float, shape="(1, 24, 2, 28, 28)"]; +"stage2/3/view/1" -> "stage3/0/branch1/0/conv2d/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage2/3/view/1" -> "stage3/0/branch2/0/conv2d/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage3.0.branch1.0.weight" -> "stage3/0/branch1/0/conv2d/0" [dtype=float, shape="(48, 1, 3, 3)"]; +"stage3/0/branch1/0/conv2d/0" -> "stage3/0/branch1/1/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.0.branch1.1.weight" -> "stage3/0/branch1/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch1.1.bias" -> "stage3/0/branch1/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch1.1.running_mean" -> "stage3/0/branch1/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch1.1.running_var" -> "stage3/0/branch1/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/0/branch1/1/batch_norm/0" -> "stage3/0/branch1/2/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.0.branch1.2.weight" -> "stage3/0/branch1/2/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/0/branch1/2/conv2d/0" -> "stage3/0/branch1/3/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.0.branch1.3.weight" -> "stage3/0/branch1/3/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch1.3.bias" -> "stage3/0/branch1/3/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch1.3.running_mean" -> "stage3/0/branch1/3/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch1.3.running_var" -> "stage3/0/branch1/3/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/0/branch1/3/batch_norm/0" -> "stage3/0/branch1/4/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/0/branch1/4/relu_/0" -> "stage3/0/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.0.branch2.0.weight" -> "stage3/0/branch2/0/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/0/branch2/0/conv2d/0" -> "stage3/0/branch2/1/batch_norm/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage3.0.branch2.1.weight" -> "stage3/0/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch2.1.bias" -> "stage3/0/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch2.1.running_mean" -> "stage3/0/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch2.1.running_var" -> "stage3/0/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/0/branch2/1/batch_norm/0" -> "stage3/0/branch2/2/relu_/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage3/0/branch2/2/relu_/0" -> "stage3/0/branch2/3/conv2d/0" [dtype=float, shape="(1, 48, 28, 28)"]; +"stage3.0.branch2.3.weight" -> "stage3/0/branch2/3/conv2d/0" [dtype=float, shape="(48, 1, 3, 3)"]; +"stage3/0/branch2/3/conv2d/0" -> "stage3/0/branch2/4/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.0.branch2.4.weight" -> "stage3/0/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch2.4.bias" -> "stage3/0/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch2.4.running_mean" -> "stage3/0/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch2.4.running_var" -> "stage3/0/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/0/branch2/4/batch_norm/0" -> "stage3/0/branch2/5/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.0.branch2.5.weight" -> "stage3/0/branch2/5/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/0/branch2/5/conv2d/0" -> "stage3/0/branch2/6/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.0.branch2.6.weight" -> "stage3/0/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch2.6.bias" -> "stage3/0/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch2.6.running_mean" -> "stage3/0/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.0.branch2.6.running_var" -> "stage3/0/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/0/branch2/6/batch_norm/0" -> "stage3/0/branch2/7/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/0/branch2/7/relu_/0" -> "stage3/0/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/0/cat/0" -> "stage3/0/view/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/0/view/0" -> "stage3/0/transpose/0" [dtype=float, shape="(1, 2, 48, 14, 14)"]; +"stage3/0/transpose/0" -> "stage3/0/contiguous/0" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/0/contiguous/0" -> "stage3/0/view/1" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/0/view/1" -> "stage3/1/chunk/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/1/chunk/0" -> "stage3/1/branch2/0/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/1/chunk/0" -> "stage3/1/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.1.branch2.0.weight" -> "stage3/1/branch2/0/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/1/branch2/0/conv2d/0" -> "stage3/1/branch2/1/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.1.branch2.1.weight" -> "stage3/1/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.1.branch2.1.bias" -> "stage3/1/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.1.branch2.1.running_mean" -> "stage3/1/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.1.branch2.1.running_var" -> "stage3/1/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/1/branch2/1/batch_norm/0" -> "stage3/1/branch2/2/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/1/branch2/2/relu_/0" -> "stage3/1/branch2/3/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.1.branch2.3.weight" -> "stage3/1/branch2/3/conv2d/0" [dtype=float, shape="(48, 1, 3, 3)"]; +"stage3/1/branch2/3/conv2d/0" -> "stage3/1/branch2/4/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.1.branch2.4.weight" -> "stage3/1/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.1.branch2.4.bias" -> "stage3/1/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.1.branch2.4.running_mean" -> "stage3/1/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.1.branch2.4.running_var" -> "stage3/1/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/1/branch2/4/batch_norm/0" -> "stage3/1/branch2/5/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.1.branch2.5.weight" -> "stage3/1/branch2/5/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/1/branch2/5/conv2d/0" -> "stage3/1/branch2/6/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.1.branch2.6.weight" -> "stage3/1/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.1.branch2.6.bias" -> "stage3/1/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.1.branch2.6.running_mean" -> "stage3/1/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.1.branch2.6.running_var" -> "stage3/1/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/1/branch2/6/batch_norm/0" -> "stage3/1/branch2/7/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/1/branch2/7/relu_/0" -> "stage3/1/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/1/cat/0" -> "stage3/1/view/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/1/view/0" -> "stage3/1/transpose/0" [dtype=float, shape="(1, 2, 48, 14, 14)"]; +"stage3/1/transpose/0" -> "stage3/1/contiguous/0" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/1/contiguous/0" -> "stage3/1/view/1" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/1/view/1" -> "stage3/2/chunk/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/2/chunk/0" -> "stage3/2/branch2/0/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/2/chunk/0" -> "stage3/2/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.2.branch2.0.weight" -> "stage3/2/branch2/0/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/2/branch2/0/conv2d/0" -> "stage3/2/branch2/1/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.2.branch2.1.weight" -> "stage3/2/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.2.branch2.1.bias" -> "stage3/2/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.2.branch2.1.running_mean" -> "stage3/2/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.2.branch2.1.running_var" -> "stage3/2/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/2/branch2/1/batch_norm/0" -> "stage3/2/branch2/2/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/2/branch2/2/relu_/0" -> "stage3/2/branch2/3/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.2.branch2.3.weight" -> "stage3/2/branch2/3/conv2d/0" [dtype=float, shape="(48, 1, 3, 3)"]; +"stage3/2/branch2/3/conv2d/0" -> "stage3/2/branch2/4/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.2.branch2.4.weight" -> "stage3/2/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.2.branch2.4.bias" -> "stage3/2/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.2.branch2.4.running_mean" -> "stage3/2/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.2.branch2.4.running_var" -> "stage3/2/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/2/branch2/4/batch_norm/0" -> "stage3/2/branch2/5/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.2.branch2.5.weight" -> "stage3/2/branch2/5/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/2/branch2/5/conv2d/0" -> "stage3/2/branch2/6/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.2.branch2.6.weight" -> "stage3/2/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.2.branch2.6.bias" -> "stage3/2/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.2.branch2.6.running_mean" -> "stage3/2/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.2.branch2.6.running_var" -> "stage3/2/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/2/branch2/6/batch_norm/0" -> "stage3/2/branch2/7/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/2/branch2/7/relu_/0" -> "stage3/2/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/2/cat/0" -> "stage3/2/view/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/2/view/0" -> "stage3/2/transpose/0" [dtype=float, shape="(1, 2, 48, 14, 14)"]; +"stage3/2/transpose/0" -> "stage3/2/contiguous/0" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/2/contiguous/0" -> "stage3/2/view/1" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/2/view/1" -> "stage3/3/chunk/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/3/chunk/0" -> "stage3/3/branch2/0/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/3/chunk/0" -> "stage3/3/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.3.branch2.0.weight" -> "stage3/3/branch2/0/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/3/branch2/0/conv2d/0" -> "stage3/3/branch2/1/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.3.branch2.1.weight" -> "stage3/3/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.3.branch2.1.bias" -> "stage3/3/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.3.branch2.1.running_mean" -> "stage3/3/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.3.branch2.1.running_var" -> "stage3/3/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/3/branch2/1/batch_norm/0" -> "stage3/3/branch2/2/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/3/branch2/2/relu_/0" -> "stage3/3/branch2/3/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.3.branch2.3.weight" -> "stage3/3/branch2/3/conv2d/0" [dtype=float, shape="(48, 1, 3, 3)"]; +"stage3/3/branch2/3/conv2d/0" -> "stage3/3/branch2/4/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.3.branch2.4.weight" -> "stage3/3/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.3.branch2.4.bias" -> "stage3/3/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.3.branch2.4.running_mean" -> "stage3/3/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.3.branch2.4.running_var" -> "stage3/3/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/3/branch2/4/batch_norm/0" -> "stage3/3/branch2/5/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.3.branch2.5.weight" -> "stage3/3/branch2/5/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/3/branch2/5/conv2d/0" -> "stage3/3/branch2/6/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.3.branch2.6.weight" -> "stage3/3/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.3.branch2.6.bias" -> "stage3/3/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.3.branch2.6.running_mean" -> "stage3/3/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.3.branch2.6.running_var" -> "stage3/3/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/3/branch2/6/batch_norm/0" -> "stage3/3/branch2/7/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/3/branch2/7/relu_/0" -> "stage3/3/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/3/cat/0" -> "stage3/3/view/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/3/view/0" -> "stage3/3/transpose/0" [dtype=float, shape="(1, 2, 48, 14, 14)"]; +"stage3/3/transpose/0" -> "stage3/3/contiguous/0" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/3/contiguous/0" -> "stage3/3/view/1" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/3/view/1" -> "stage3/4/chunk/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/4/chunk/0" -> "stage3/4/branch2/0/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/4/chunk/0" -> "stage3/4/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.4.branch2.0.weight" -> "stage3/4/branch2/0/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/4/branch2/0/conv2d/0" -> "stage3/4/branch2/1/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.4.branch2.1.weight" -> "stage3/4/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.4.branch2.1.bias" -> "stage3/4/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.4.branch2.1.running_mean" -> "stage3/4/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.4.branch2.1.running_var" -> "stage3/4/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/4/branch2/1/batch_norm/0" -> "stage3/4/branch2/2/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/4/branch2/2/relu_/0" -> "stage3/4/branch2/3/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.4.branch2.3.weight" -> "stage3/4/branch2/3/conv2d/0" [dtype=float, shape="(48, 1, 3, 3)"]; +"stage3/4/branch2/3/conv2d/0" -> "stage3/4/branch2/4/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.4.branch2.4.weight" -> "stage3/4/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.4.branch2.4.bias" -> "stage3/4/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.4.branch2.4.running_mean" -> "stage3/4/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.4.branch2.4.running_var" -> "stage3/4/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/4/branch2/4/batch_norm/0" -> "stage3/4/branch2/5/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.4.branch2.5.weight" -> "stage3/4/branch2/5/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/4/branch2/5/conv2d/0" -> "stage3/4/branch2/6/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.4.branch2.6.weight" -> "stage3/4/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.4.branch2.6.bias" -> "stage3/4/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.4.branch2.6.running_mean" -> "stage3/4/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.4.branch2.6.running_var" -> "stage3/4/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/4/branch2/6/batch_norm/0" -> "stage3/4/branch2/7/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/4/branch2/7/relu_/0" -> "stage3/4/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/4/cat/0" -> "stage3/4/view/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/4/view/0" -> "stage3/4/transpose/0" [dtype=float, shape="(1, 2, 48, 14, 14)"]; +"stage3/4/transpose/0" -> "stage3/4/contiguous/0" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/4/contiguous/0" -> "stage3/4/view/1" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/4/view/1" -> "stage3/5/chunk/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/5/chunk/0" -> "stage3/5/branch2/0/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/5/chunk/0" -> "stage3/5/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.5.branch2.0.weight" -> "stage3/5/branch2/0/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/5/branch2/0/conv2d/0" -> "stage3/5/branch2/1/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.5.branch2.1.weight" -> "stage3/5/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.5.branch2.1.bias" -> "stage3/5/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.5.branch2.1.running_mean" -> "stage3/5/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.5.branch2.1.running_var" -> "stage3/5/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/5/branch2/1/batch_norm/0" -> "stage3/5/branch2/2/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/5/branch2/2/relu_/0" -> "stage3/5/branch2/3/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.5.branch2.3.weight" -> "stage3/5/branch2/3/conv2d/0" [dtype=float, shape="(48, 1, 3, 3)"]; +"stage3/5/branch2/3/conv2d/0" -> "stage3/5/branch2/4/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.5.branch2.4.weight" -> "stage3/5/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.5.branch2.4.bias" -> "stage3/5/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.5.branch2.4.running_mean" -> "stage3/5/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.5.branch2.4.running_var" -> "stage3/5/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/5/branch2/4/batch_norm/0" -> "stage3/5/branch2/5/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.5.branch2.5.weight" -> "stage3/5/branch2/5/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/5/branch2/5/conv2d/0" -> "stage3/5/branch2/6/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.5.branch2.6.weight" -> "stage3/5/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.5.branch2.6.bias" -> "stage3/5/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.5.branch2.6.running_mean" -> "stage3/5/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.5.branch2.6.running_var" -> "stage3/5/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/5/branch2/6/batch_norm/0" -> "stage3/5/branch2/7/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/5/branch2/7/relu_/0" -> "stage3/5/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/5/cat/0" -> "stage3/5/view/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/5/view/0" -> "stage3/5/transpose/0" [dtype=float, shape="(1, 2, 48, 14, 14)"]; +"stage3/5/transpose/0" -> "stage3/5/contiguous/0" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/5/contiguous/0" -> "stage3/5/view/1" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/5/view/1" -> "stage3/6/chunk/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/6/chunk/0" -> "stage3/6/branch2/0/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/6/chunk/0" -> "stage3/6/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.6.branch2.0.weight" -> "stage3/6/branch2/0/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/6/branch2/0/conv2d/0" -> "stage3/6/branch2/1/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.6.branch2.1.weight" -> "stage3/6/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.6.branch2.1.bias" -> "stage3/6/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.6.branch2.1.running_mean" -> "stage3/6/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.6.branch2.1.running_var" -> "stage3/6/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/6/branch2/1/batch_norm/0" -> "stage3/6/branch2/2/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/6/branch2/2/relu_/0" -> "stage3/6/branch2/3/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.6.branch2.3.weight" -> "stage3/6/branch2/3/conv2d/0" [dtype=float, shape="(48, 1, 3, 3)"]; +"stage3/6/branch2/3/conv2d/0" -> "stage3/6/branch2/4/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.6.branch2.4.weight" -> "stage3/6/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.6.branch2.4.bias" -> "stage3/6/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.6.branch2.4.running_mean" -> "stage3/6/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.6.branch2.4.running_var" -> "stage3/6/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/6/branch2/4/batch_norm/0" -> "stage3/6/branch2/5/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.6.branch2.5.weight" -> "stage3/6/branch2/5/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/6/branch2/5/conv2d/0" -> "stage3/6/branch2/6/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.6.branch2.6.weight" -> "stage3/6/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.6.branch2.6.bias" -> "stage3/6/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.6.branch2.6.running_mean" -> "stage3/6/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.6.branch2.6.running_var" -> "stage3/6/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/6/branch2/6/batch_norm/0" -> "stage3/6/branch2/7/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/6/branch2/7/relu_/0" -> "stage3/6/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/6/cat/0" -> "stage3/6/view/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/6/view/0" -> "stage3/6/transpose/0" [dtype=float, shape="(1, 2, 48, 14, 14)"]; +"stage3/6/transpose/0" -> "stage3/6/contiguous/0" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/6/contiguous/0" -> "stage3/6/view/1" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/6/view/1" -> "stage3/7/chunk/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/7/chunk/0" -> "stage3/7/branch2/0/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/7/chunk/0" -> "stage3/7/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.7.branch2.0.weight" -> "stage3/7/branch2/0/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/7/branch2/0/conv2d/0" -> "stage3/7/branch2/1/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.7.branch2.1.weight" -> "stage3/7/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.7.branch2.1.bias" -> "stage3/7/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.7.branch2.1.running_mean" -> "stage3/7/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.7.branch2.1.running_var" -> "stage3/7/branch2/1/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/7/branch2/1/batch_norm/0" -> "stage3/7/branch2/2/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/7/branch2/2/relu_/0" -> "stage3/7/branch2/3/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.7.branch2.3.weight" -> "stage3/7/branch2/3/conv2d/0" [dtype=float, shape="(48, 1, 3, 3)"]; +"stage3/7/branch2/3/conv2d/0" -> "stage3/7/branch2/4/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.7.branch2.4.weight" -> "stage3/7/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.7.branch2.4.bias" -> "stage3/7/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.7.branch2.4.running_mean" -> "stage3/7/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.7.branch2.4.running_var" -> "stage3/7/branch2/4/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/7/branch2/4/batch_norm/0" -> "stage3/7/branch2/5/conv2d/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.7.branch2.5.weight" -> "stage3/7/branch2/5/conv2d/0" [dtype=float, shape="(48, 48, 1, 1)"]; +"stage3/7/branch2/5/conv2d/0" -> "stage3/7/branch2/6/batch_norm/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3.7.branch2.6.weight" -> "stage3/7/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.7.branch2.6.bias" -> "stage3/7/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.7.branch2.6.running_mean" -> "stage3/7/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3.7.branch2.6.running_var" -> "stage3/7/branch2/6/batch_norm/0" [dtype=float, shape="(48,)"]; +"stage3/7/branch2/6/batch_norm/0" -> "stage3/7/branch2/7/relu_/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/7/branch2/7/relu_/0" -> "stage3/7/cat/0" [dtype=float, shape="(1, 48, 14, 14)"]; +"stage3/7/cat/0" -> "stage3/7/view/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/7/view/0" -> "stage3/7/transpose/0" [dtype=float, shape="(1, 2, 48, 14, 14)"]; +"stage3/7/transpose/0" -> "stage3/7/contiguous/0" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/7/contiguous/0" -> "stage3/7/view/1" [dtype=float, shape="(1, 48, 2, 14, 14)"]; +"stage3/7/view/1" -> "stage4/0/branch1/0/conv2d/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage3/7/view/1" -> "stage4/0/branch2/0/conv2d/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage4.0.branch1.0.weight" -> "stage4/0/branch1/0/conv2d/0" [dtype=float, shape="(96, 1, 3, 3)"]; +"stage4/0/branch1/0/conv2d/0" -> "stage4/0/branch1/1/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.0.branch1.1.weight" -> "stage4/0/branch1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch1.1.bias" -> "stage4/0/branch1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch1.1.running_mean" -> "stage4/0/branch1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch1.1.running_var" -> "stage4/0/branch1/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/0/branch1/1/batch_norm/0" -> "stage4/0/branch1/2/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.0.branch1.2.weight" -> "stage4/0/branch1/2/conv2d/0" [dtype=float, shape="(96, 96, 1, 1)"]; +"stage4/0/branch1/2/conv2d/0" -> "stage4/0/branch1/3/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.0.branch1.3.weight" -> "stage4/0/branch1/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch1.3.bias" -> "stage4/0/branch1/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch1.3.running_mean" -> "stage4/0/branch1/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch1.3.running_var" -> "stage4/0/branch1/3/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/0/branch1/3/batch_norm/0" -> "stage4/0/branch1/4/relu_/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/0/branch1/4/relu_/0" -> "stage4/0/cat/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.0.branch2.0.weight" -> "stage4/0/branch2/0/conv2d/0" [dtype=float, shape="(96, 96, 1, 1)"]; +"stage4/0/branch2/0/conv2d/0" -> "stage4/0/branch2/1/batch_norm/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage4.0.branch2.1.weight" -> "stage4/0/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch2.1.bias" -> "stage4/0/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch2.1.running_mean" -> "stage4/0/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch2.1.running_var" -> "stage4/0/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/0/branch2/1/batch_norm/0" -> "stage4/0/branch2/2/relu_/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage4/0/branch2/2/relu_/0" -> "stage4/0/branch2/3/conv2d/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"stage4.0.branch2.3.weight" -> "stage4/0/branch2/3/conv2d/0" [dtype=float, shape="(96, 1, 3, 3)"]; +"stage4/0/branch2/3/conv2d/0" -> "stage4/0/branch2/4/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.0.branch2.4.weight" -> "stage4/0/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch2.4.bias" -> "stage4/0/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch2.4.running_mean" -> "stage4/0/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch2.4.running_var" -> "stage4/0/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/0/branch2/4/batch_norm/0" -> "stage4/0/branch2/5/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.0.branch2.5.weight" -> "stage4/0/branch2/5/conv2d/0" [dtype=float, shape="(96, 96, 1, 1)"]; +"stage4/0/branch2/5/conv2d/0" -> "stage4/0/branch2/6/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.0.branch2.6.weight" -> "stage4/0/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch2.6.bias" -> "stage4/0/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch2.6.running_mean" -> "stage4/0/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.0.branch2.6.running_var" -> "stage4/0/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/0/branch2/6/batch_norm/0" -> "stage4/0/branch2/7/relu_/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/0/branch2/7/relu_/0" -> "stage4/0/cat/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/0/cat/0" -> "stage4/0/view/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"stage4/0/view/0" -> "stage4/0/transpose/0" [dtype=float, shape="(1, 2, 96, 7, 7)"]; +"stage4/0/transpose/0" -> "stage4/0/contiguous/0" [dtype=float, shape="(1, 96, 2, 7, 7)"]; +"stage4/0/contiguous/0" -> "stage4/0/view/1" [dtype=float, shape="(1, 96, 2, 7, 7)"]; +"stage4/0/view/1" -> "stage4/1/chunk/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"stage4/1/chunk/0" -> "stage4/1/branch2/0/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/1/chunk/0" -> "stage4/1/cat/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.1.branch2.0.weight" -> "stage4/1/branch2/0/conv2d/0" [dtype=float, shape="(96, 96, 1, 1)"]; +"stage4/1/branch2/0/conv2d/0" -> "stage4/1/branch2/1/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.1.branch2.1.weight" -> "stage4/1/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.1.branch2.1.bias" -> "stage4/1/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.1.branch2.1.running_mean" -> "stage4/1/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.1.branch2.1.running_var" -> "stage4/1/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/1/branch2/1/batch_norm/0" -> "stage4/1/branch2/2/relu_/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/1/branch2/2/relu_/0" -> "stage4/1/branch2/3/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.1.branch2.3.weight" -> "stage4/1/branch2/3/conv2d/0" [dtype=float, shape="(96, 1, 3, 3)"]; +"stage4/1/branch2/3/conv2d/0" -> "stage4/1/branch2/4/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.1.branch2.4.weight" -> "stage4/1/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.1.branch2.4.bias" -> "stage4/1/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.1.branch2.4.running_mean" -> "stage4/1/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.1.branch2.4.running_var" -> "stage4/1/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/1/branch2/4/batch_norm/0" -> "stage4/1/branch2/5/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.1.branch2.5.weight" -> "stage4/1/branch2/5/conv2d/0" [dtype=float, shape="(96, 96, 1, 1)"]; +"stage4/1/branch2/5/conv2d/0" -> "stage4/1/branch2/6/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.1.branch2.6.weight" -> "stage4/1/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.1.branch2.6.bias" -> "stage4/1/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.1.branch2.6.running_mean" -> "stage4/1/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.1.branch2.6.running_var" -> "stage4/1/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/1/branch2/6/batch_norm/0" -> "stage4/1/branch2/7/relu_/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/1/branch2/7/relu_/0" -> "stage4/1/cat/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/1/cat/0" -> "stage4/1/view/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"stage4/1/view/0" -> "stage4/1/transpose/0" [dtype=float, shape="(1, 2, 96, 7, 7)"]; +"stage4/1/transpose/0" -> "stage4/1/contiguous/0" [dtype=float, shape="(1, 96, 2, 7, 7)"]; +"stage4/1/contiguous/0" -> "stage4/1/view/1" [dtype=float, shape="(1, 96, 2, 7, 7)"]; +"stage4/1/view/1" -> "stage4/2/chunk/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"stage4/2/chunk/0" -> "stage4/2/branch2/0/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/2/chunk/0" -> "stage4/2/cat/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.2.branch2.0.weight" -> "stage4/2/branch2/0/conv2d/0" [dtype=float, shape="(96, 96, 1, 1)"]; +"stage4/2/branch2/0/conv2d/0" -> "stage4/2/branch2/1/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.2.branch2.1.weight" -> "stage4/2/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.2.branch2.1.bias" -> "stage4/2/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.2.branch2.1.running_mean" -> "stage4/2/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.2.branch2.1.running_var" -> "stage4/2/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/2/branch2/1/batch_norm/0" -> "stage4/2/branch2/2/relu_/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/2/branch2/2/relu_/0" -> "stage4/2/branch2/3/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.2.branch2.3.weight" -> "stage4/2/branch2/3/conv2d/0" [dtype=float, shape="(96, 1, 3, 3)"]; +"stage4/2/branch2/3/conv2d/0" -> "stage4/2/branch2/4/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.2.branch2.4.weight" -> "stage4/2/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.2.branch2.4.bias" -> "stage4/2/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.2.branch2.4.running_mean" -> "stage4/2/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.2.branch2.4.running_var" -> "stage4/2/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/2/branch2/4/batch_norm/0" -> "stage4/2/branch2/5/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.2.branch2.5.weight" -> "stage4/2/branch2/5/conv2d/0" [dtype=float, shape="(96, 96, 1, 1)"]; +"stage4/2/branch2/5/conv2d/0" -> "stage4/2/branch2/6/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.2.branch2.6.weight" -> "stage4/2/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.2.branch2.6.bias" -> "stage4/2/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.2.branch2.6.running_mean" -> "stage4/2/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.2.branch2.6.running_var" -> "stage4/2/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/2/branch2/6/batch_norm/0" -> "stage4/2/branch2/7/relu_/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/2/branch2/7/relu_/0" -> "stage4/2/cat/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/2/cat/0" -> "stage4/2/view/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"stage4/2/view/0" -> "stage4/2/transpose/0" [dtype=float, shape="(1, 2, 96, 7, 7)"]; +"stage4/2/transpose/0" -> "stage4/2/contiguous/0" [dtype=float, shape="(1, 96, 2, 7, 7)"]; +"stage4/2/contiguous/0" -> "stage4/2/view/1" [dtype=float, shape="(1, 96, 2, 7, 7)"]; +"stage4/2/view/1" -> "stage4/3/chunk/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"stage4/3/chunk/0" -> "stage4/3/branch2/0/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/3/chunk/0" -> "stage4/3/cat/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.3.branch2.0.weight" -> "stage4/3/branch2/0/conv2d/0" [dtype=float, shape="(96, 96, 1, 1)"]; +"stage4/3/branch2/0/conv2d/0" -> "stage4/3/branch2/1/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.3.branch2.1.weight" -> "stage4/3/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.3.branch2.1.bias" -> "stage4/3/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.3.branch2.1.running_mean" -> "stage4/3/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.3.branch2.1.running_var" -> "stage4/3/branch2/1/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/3/branch2/1/batch_norm/0" -> "stage4/3/branch2/2/relu_/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/3/branch2/2/relu_/0" -> "stage4/3/branch2/3/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.3.branch2.3.weight" -> "stage4/3/branch2/3/conv2d/0" [dtype=float, shape="(96, 1, 3, 3)"]; +"stage4/3/branch2/3/conv2d/0" -> "stage4/3/branch2/4/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.3.branch2.4.weight" -> "stage4/3/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.3.branch2.4.bias" -> "stage4/3/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.3.branch2.4.running_mean" -> "stage4/3/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.3.branch2.4.running_var" -> "stage4/3/branch2/4/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/3/branch2/4/batch_norm/0" -> "stage4/3/branch2/5/conv2d/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.3.branch2.5.weight" -> "stage4/3/branch2/5/conv2d/0" [dtype=float, shape="(96, 96, 1, 1)"]; +"stage4/3/branch2/5/conv2d/0" -> "stage4/3/branch2/6/batch_norm/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4.3.branch2.6.weight" -> "stage4/3/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.3.branch2.6.bias" -> "stage4/3/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.3.branch2.6.running_mean" -> "stage4/3/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4.3.branch2.6.running_var" -> "stage4/3/branch2/6/batch_norm/0" [dtype=float, shape="(96,)"]; +"stage4/3/branch2/6/batch_norm/0" -> "stage4/3/branch2/7/relu_/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/3/branch2/7/relu_/0" -> "stage4/3/cat/0" [dtype=float, shape="(1, 96, 7, 7)"]; +"stage4/3/cat/0" -> "stage4/3/view/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"stage4/3/view/0" -> "stage4/3/transpose/0" [dtype=float, shape="(1, 2, 96, 7, 7)"]; +"stage4/3/transpose/0" -> "stage4/3/contiguous/0" [dtype=float, shape="(1, 96, 2, 7, 7)"]; +"stage4/3/contiguous/0" -> "stage4/3/view/1" [dtype=float, shape="(1, 96, 2, 7, 7)"]; +"stage4/3/view/1" -> "conv5/0/conv2d/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"conv5.0.weight" -> "conv5/0/conv2d/0" [dtype=float, shape="(1024, 192, 1, 1)"]; +"conv5/0/conv2d/0" -> "conv5/1/batch_norm/0" [dtype=float, shape="(1, 1024, 7, 7)"]; +"conv5.1.weight" -> "conv5/1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"conv5.1.bias" -> "conv5/1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"conv5.1.running_mean" -> "conv5/1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"conv5.1.running_var" -> "conv5/1/batch_norm/0" [dtype=float, shape="(1024,)"]; +"conv5/1/batch_norm/0" -> "conv5/2/relu_/0" [dtype=float, shape="(1, 1024, 7, 7)"]; +"conv5/2/relu_/0" -> "/mean/0" [dtype=float, shape="(1, 1024, 7, 7)"]; +"/mean/0" -> "fc/linear/0" [dtype=float, shape="(1, 1024)"]; +"fc.weight" -> "fc/linear/0" [dtype=float, shape="(1000, 1024)"]; +"fc.bias" -> "fc/linear/0" [dtype=float, shape="(1000,)"]; +"fc/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_squeezenet1_0.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_squeezenet1_0.dot index f86eacff9c0..6f8deb44bc9 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_squeezenet1_0.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_squeezenet1_0.dot @@ -1,249 +1,249 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 features.0.weight" [id=1, type=nncf_model_const]; -"2 features.0.bias" [id=2, type=nncf_model_const]; -"3 features/0/conv2d/0" [id=3, type=conv2d]; -"4 features/1/relu_/0" [id=4, type=relu_]; -"5 features/2/max_pool2d/0" [id=5, type=max_pool2d]; -"6 features.3.squeeze.weight" [id=6, type=nncf_model_const]; -"7 features.3.squeeze.bias" [id=7, type=nncf_model_const]; -"8 features/3/squeeze/conv2d/0" [id=8, type=conv2d]; -"9 features/3/squeeze_activation/relu_/0" [id=9, type=relu_]; -"10 features.3.expand1x1.weight" [id=10, type=nncf_model_const]; -"11 features.3.expand1x1.bias" [id=11, type=nncf_model_const]; -"12 features/3/expand1x1/conv2d/0" [id=12, type=conv2d]; -"13 features/3/expand1x1_activation/relu_/0" [id=13, type=relu_]; -"14 features.3.expand3x3.weight" [id=14, type=nncf_model_const]; -"15 features.3.expand3x3.bias" [id=15, type=nncf_model_const]; -"16 features/3/expand3x3/conv2d/0" [id=16, type=conv2d]; -"17 features/3/expand3x3_activation/relu_/0" [id=17, type=relu_]; -"18 features/3/cat/0" [id=18, type=cat]; -"19 features.4.squeeze.weight" [id=19, type=nncf_model_const]; -"20 features.4.squeeze.bias" [id=20, type=nncf_model_const]; -"21 features/4/squeeze/conv2d/0" [id=21, type=conv2d]; -"22 features/4/squeeze_activation/relu_/0" [id=22, type=relu_]; -"23 features.4.expand1x1.weight" [id=23, type=nncf_model_const]; -"24 features.4.expand1x1.bias" [id=24, type=nncf_model_const]; -"25 features/4/expand1x1/conv2d/0" [id=25, type=conv2d]; -"26 features/4/expand1x1_activation/relu_/0" [id=26, type=relu_]; -"27 features.4.expand3x3.weight" [id=27, type=nncf_model_const]; -"28 features.4.expand3x3.bias" [id=28, type=nncf_model_const]; -"29 features/4/expand3x3/conv2d/0" [id=29, type=conv2d]; -"30 features/4/expand3x3_activation/relu_/0" [id=30, type=relu_]; -"31 features/4/cat/0" [id=31, type=cat]; -"32 features.5.squeeze.weight" [id=32, type=nncf_model_const]; -"33 features.5.squeeze.bias" [id=33, type=nncf_model_const]; -"34 features/5/squeeze/conv2d/0" [id=34, type=conv2d]; -"35 features/5/squeeze_activation/relu_/0" [id=35, type=relu_]; -"36 features.5.expand1x1.weight" [id=36, type=nncf_model_const]; -"37 features.5.expand1x1.bias" [id=37, type=nncf_model_const]; -"38 features/5/expand1x1/conv2d/0" [id=38, type=conv2d]; -"39 features/5/expand1x1_activation/relu_/0" [id=39, type=relu_]; -"40 features.5.expand3x3.weight" [id=40, type=nncf_model_const]; -"41 features.5.expand3x3.bias" [id=41, type=nncf_model_const]; -"42 features/5/expand3x3/conv2d/0" [id=42, type=conv2d]; -"43 features/5/expand3x3_activation/relu_/0" [id=43, type=relu_]; -"44 features/5/cat/0" [id=44, type=cat]; -"45 features/6/max_pool2d/0" [id=45, type=max_pool2d]; -"46 features.7.squeeze.weight" [id=46, type=nncf_model_const]; -"47 features.7.squeeze.bias" [id=47, type=nncf_model_const]; -"48 features/7/squeeze/conv2d/0" [id=48, type=conv2d]; -"49 features/7/squeeze_activation/relu_/0" [id=49, type=relu_]; -"50 features.7.expand1x1.weight" [id=50, type=nncf_model_const]; -"51 features.7.expand1x1.bias" [id=51, type=nncf_model_const]; -"52 features/7/expand1x1/conv2d/0" [id=52, type=conv2d]; -"53 features/7/expand1x1_activation/relu_/0" [id=53, type=relu_]; -"54 features.7.expand3x3.weight" [id=54, type=nncf_model_const]; -"55 features.7.expand3x3.bias" [id=55, type=nncf_model_const]; -"56 features/7/expand3x3/conv2d/0" [id=56, type=conv2d]; -"57 features/7/expand3x3_activation/relu_/0" [id=57, type=relu_]; -"58 features/7/cat/0" [id=58, type=cat]; -"59 features.8.squeeze.weight" [id=59, type=nncf_model_const]; -"60 features.8.squeeze.bias" [id=60, type=nncf_model_const]; -"61 features/8/squeeze/conv2d/0" [id=61, type=conv2d]; -"62 features/8/squeeze_activation/relu_/0" [id=62, type=relu_]; -"63 features.8.expand1x1.weight" [id=63, type=nncf_model_const]; -"64 features.8.expand1x1.bias" [id=64, type=nncf_model_const]; -"65 features/8/expand1x1/conv2d/0" [id=65, type=conv2d]; -"66 features/8/expand1x1_activation/relu_/0" [id=66, type=relu_]; -"67 features.8.expand3x3.weight" [id=67, type=nncf_model_const]; -"68 features.8.expand3x3.bias" [id=68, type=nncf_model_const]; -"69 features/8/expand3x3/conv2d/0" [id=69, type=conv2d]; -"70 features/8/expand3x3_activation/relu_/0" [id=70, type=relu_]; -"71 features/8/cat/0" [id=71, type=cat]; -"72 features.9.squeeze.weight" [id=72, type=nncf_model_const]; -"73 features.9.squeeze.bias" [id=73, type=nncf_model_const]; -"74 features/9/squeeze/conv2d/0" [id=74, type=conv2d]; -"75 features/9/squeeze_activation/relu_/0" [id=75, type=relu_]; -"76 features.9.expand1x1.weight" [id=76, type=nncf_model_const]; -"77 features.9.expand1x1.bias" [id=77, type=nncf_model_const]; -"78 features/9/expand1x1/conv2d/0" [id=78, type=conv2d]; -"79 features/9/expand1x1_activation/relu_/0" [id=79, type=relu_]; -"80 features.9.expand3x3.weight" [id=80, type=nncf_model_const]; -"81 features.9.expand3x3.bias" [id=81, type=nncf_model_const]; -"82 features/9/expand3x3/conv2d/0" [id=82, type=conv2d]; -"83 features/9/expand3x3_activation/relu_/0" [id=83, type=relu_]; -"84 features/9/cat/0" [id=84, type=cat]; -"85 features.10.squeeze.weight" [id=85, type=nncf_model_const]; -"86 features.10.squeeze.bias" [id=86, type=nncf_model_const]; -"87 features/10/squeeze/conv2d/0" [id=87, type=conv2d]; -"88 features/10/squeeze_activation/relu_/0" [id=88, type=relu_]; -"89 features.10.expand1x1.weight" [id=89, type=nncf_model_const]; -"90 features.10.expand1x1.bias" [id=90, type=nncf_model_const]; -"91 features/10/expand1x1/conv2d/0" [id=91, type=conv2d]; -"92 features/10/expand1x1_activation/relu_/0" [id=92, type=relu_]; -"93 features.10.expand3x3.weight" [id=93, type=nncf_model_const]; -"94 features.10.expand3x3.bias" [id=94, type=nncf_model_const]; -"95 features/10/expand3x3/conv2d/0" [id=95, type=conv2d]; -"96 features/10/expand3x3_activation/relu_/0" [id=96, type=relu_]; -"97 features/10/cat/0" [id=97, type=cat]; -"98 features/11/max_pool2d/0" [id=98, type=max_pool2d]; -"99 features.12.squeeze.weight" [id=99, type=nncf_model_const]; -"100 features.12.squeeze.bias" [id=100, type=nncf_model_const]; -"101 features/12/squeeze/conv2d/0" [id=101, type=conv2d]; -"102 features/12/squeeze_activation/relu_/0" [id=102, type=relu_]; -"103 features.12.expand1x1.weight" [id=103, type=nncf_model_const]; -"104 features.12.expand1x1.bias" [id=104, type=nncf_model_const]; -"105 features/12/expand1x1/conv2d/0" [id=105, type=conv2d]; -"106 features/12/expand1x1_activation/relu_/0" [id=106, type=relu_]; -"107 features.12.expand3x3.weight" [id=107, type=nncf_model_const]; -"108 features.12.expand3x3.bias" [id=108, type=nncf_model_const]; -"109 features/12/expand3x3/conv2d/0" [id=109, type=conv2d]; -"110 features/12/expand3x3_activation/relu_/0" [id=110, type=relu_]; -"111 features/12/cat/0" [id=111, type=cat]; -"112 classifier/0/dropout/0" [id=112, type=dropout]; -"113 classifier.1.weight" [id=113, type=nncf_model_const]; -"114 classifier.1.bias" [id=114, type=nncf_model_const]; -"115 classifier/1/conv2d/0" [id=115, type=conv2d]; -"116 classifier/2/relu_/0" [id=116, type=relu_]; -"117 classifier/3/adaptive_avg_pool2d/0" [id=117, type=adaptive_avg_pool2d]; -"118 /flatten/0" [id=118, type=flatten]; -"119 output" [id=119, type=nncf_model_output]; -"0 x" -> "3 features/0/conv2d/0" [label="(1, 3, 64, 64)", style=solid]; -"1 features.0.weight" -> "3 features/0/conv2d/0" [label="(96, 3, 7, 7)", style=solid]; -"2 features.0.bias" -> "3 features/0/conv2d/0" [label="(96,)", style=solid]; -"3 features/0/conv2d/0" -> "4 features/1/relu_/0" [label="(1, 96, 29, 29)", style=solid]; -"4 features/1/relu_/0" -> "5 features/2/max_pool2d/0" [label="(1, 96, 29, 29)", style=solid]; -"5 features/2/max_pool2d/0" -> "8 features/3/squeeze/conv2d/0" [label="(1, 96, 14, 14)", style=solid]; -"6 features.3.squeeze.weight" -> "8 features/3/squeeze/conv2d/0" [label="(16, 96, 1, 1)", style=solid]; -"7 features.3.squeeze.bias" -> "8 features/3/squeeze/conv2d/0" [label="(16,)", style=solid]; -"8 features/3/squeeze/conv2d/0" -> "9 features/3/squeeze_activation/relu_/0" [label="(1, 16, 14, 14)", style=solid]; -"9 features/3/squeeze_activation/relu_/0" -> "12 features/3/expand1x1/conv2d/0" [label="(1, 16, 14, 14)", style=solid]; -"9 features/3/squeeze_activation/relu_/0" -> "16 features/3/expand3x3/conv2d/0" [label="(1, 16, 14, 14)", style=solid]; -"10 features.3.expand1x1.weight" -> "12 features/3/expand1x1/conv2d/0" [label="(64, 16, 1, 1)", style=solid]; -"11 features.3.expand1x1.bias" -> "12 features/3/expand1x1/conv2d/0" [label="(64,)", style=solid]; -"12 features/3/expand1x1/conv2d/0" -> "13 features/3/expand1x1_activation/relu_/0" [label="(1, 64, 14, 14)", style=solid]; -"13 features/3/expand1x1_activation/relu_/0" -> "18 features/3/cat/0" [label="(1, 64, 14, 14)", style=solid]; -"14 features.3.expand3x3.weight" -> "16 features/3/expand3x3/conv2d/0" [label="(64, 16, 3, 3)", style=solid]; -"15 features.3.expand3x3.bias" -> "16 features/3/expand3x3/conv2d/0" [label="(64,)", style=solid]; -"16 features/3/expand3x3/conv2d/0" -> "17 features/3/expand3x3_activation/relu_/0" [label="(1, 64, 14, 14)", style=solid]; -"17 features/3/expand3x3_activation/relu_/0" -> "18 features/3/cat/0" [label="(1, 64, 14, 14)", style=solid]; -"18 features/3/cat/0" -> "21 features/4/squeeze/conv2d/0" [label="(1, 128, 14, 14)", style=solid]; -"19 features.4.squeeze.weight" -> "21 features/4/squeeze/conv2d/0" [label="(16, 128, 1, 1)", style=solid]; -"20 features.4.squeeze.bias" -> "21 features/4/squeeze/conv2d/0" [label="(16,)", style=solid]; -"21 features/4/squeeze/conv2d/0" -> "22 features/4/squeeze_activation/relu_/0" [label="(1, 16, 14, 14)", style=solid]; -"22 features/4/squeeze_activation/relu_/0" -> "25 features/4/expand1x1/conv2d/0" [label="(1, 16, 14, 14)", style=solid]; -"22 features/4/squeeze_activation/relu_/0" -> "29 features/4/expand3x3/conv2d/0" [label="(1, 16, 14, 14)", style=solid]; -"23 features.4.expand1x1.weight" -> "25 features/4/expand1x1/conv2d/0" [label="(64, 16, 1, 1)", style=solid]; -"24 features.4.expand1x1.bias" -> "25 features/4/expand1x1/conv2d/0" [label="(64,)", style=solid]; -"25 features/4/expand1x1/conv2d/0" -> "26 features/4/expand1x1_activation/relu_/0" [label="(1, 64, 14, 14)", style=solid]; -"26 features/4/expand1x1_activation/relu_/0" -> "31 features/4/cat/0" [label="(1, 64, 14, 14)", style=solid]; -"27 features.4.expand3x3.weight" -> "29 features/4/expand3x3/conv2d/0" [label="(64, 16, 3, 3)", style=solid]; -"28 features.4.expand3x3.bias" -> "29 features/4/expand3x3/conv2d/0" [label="(64,)", style=solid]; -"29 features/4/expand3x3/conv2d/0" -> "30 features/4/expand3x3_activation/relu_/0" [label="(1, 64, 14, 14)", style=solid]; -"30 features/4/expand3x3_activation/relu_/0" -> "31 features/4/cat/0" [label="(1, 64, 14, 14)", style=solid]; -"31 features/4/cat/0" -> "34 features/5/squeeze/conv2d/0" [label="(1, 128, 14, 14)", style=solid]; -"32 features.5.squeeze.weight" -> "34 features/5/squeeze/conv2d/0" [label="(32, 128, 1, 1)", style=solid]; -"33 features.5.squeeze.bias" -> "34 features/5/squeeze/conv2d/0" [label="(32,)", style=solid]; -"34 features/5/squeeze/conv2d/0" -> "35 features/5/squeeze_activation/relu_/0" [label="(1, 32, 14, 14)", style=solid]; -"35 features/5/squeeze_activation/relu_/0" -> "38 features/5/expand1x1/conv2d/0" [label="(1, 32, 14, 14)", style=solid]; -"35 features/5/squeeze_activation/relu_/0" -> "42 features/5/expand3x3/conv2d/0" [label="(1, 32, 14, 14)", style=solid]; -"36 features.5.expand1x1.weight" -> "38 features/5/expand1x1/conv2d/0" [label="(128, 32, 1, 1)", style=solid]; -"37 features.5.expand1x1.bias" -> "38 features/5/expand1x1/conv2d/0" [label="(128,)", style=solid]; -"38 features/5/expand1x1/conv2d/0" -> "39 features/5/expand1x1_activation/relu_/0" [label="(1, 128, 14, 14)", style=solid]; -"39 features/5/expand1x1_activation/relu_/0" -> "44 features/5/cat/0" [label="(1, 128, 14, 14)", style=solid]; -"40 features.5.expand3x3.weight" -> "42 features/5/expand3x3/conv2d/0" [label="(128, 32, 3, 3)", style=solid]; -"41 features.5.expand3x3.bias" -> "42 features/5/expand3x3/conv2d/0" [label="(128,)", style=solid]; -"42 features/5/expand3x3/conv2d/0" -> "43 features/5/expand3x3_activation/relu_/0" [label="(1, 128, 14, 14)", style=solid]; -"43 features/5/expand3x3_activation/relu_/0" -> "44 features/5/cat/0" [label="(1, 128, 14, 14)", style=solid]; -"44 features/5/cat/0" -> "45 features/6/max_pool2d/0" [label="(1, 256, 14, 14)", style=solid]; -"45 features/6/max_pool2d/0" -> "48 features/7/squeeze/conv2d/0" [label="(1, 256, 7, 7)", style=solid]; -"46 features.7.squeeze.weight" -> "48 features/7/squeeze/conv2d/0" [label="(32, 256, 1, 1)", style=solid]; -"47 features.7.squeeze.bias" -> "48 features/7/squeeze/conv2d/0" [label="(32,)", style=solid]; -"48 features/7/squeeze/conv2d/0" -> "49 features/7/squeeze_activation/relu_/0" [label="(1, 32, 7, 7)", style=solid]; -"49 features/7/squeeze_activation/relu_/0" -> "52 features/7/expand1x1/conv2d/0" [label="(1, 32, 7, 7)", style=solid]; -"49 features/7/squeeze_activation/relu_/0" -> "56 features/7/expand3x3/conv2d/0" [label="(1, 32, 7, 7)", style=solid]; -"50 features.7.expand1x1.weight" -> "52 features/7/expand1x1/conv2d/0" [label="(128, 32, 1, 1)", style=solid]; -"51 features.7.expand1x1.bias" -> "52 features/7/expand1x1/conv2d/0" [label="(128,)", style=solid]; -"52 features/7/expand1x1/conv2d/0" -> "53 features/7/expand1x1_activation/relu_/0" [label="(1, 128, 7, 7)", style=solid]; -"53 features/7/expand1x1_activation/relu_/0" -> "58 features/7/cat/0" [label="(1, 128, 7, 7)", style=solid]; -"54 features.7.expand3x3.weight" -> "56 features/7/expand3x3/conv2d/0" [label="(128, 32, 3, 3)", style=solid]; -"55 features.7.expand3x3.bias" -> "56 features/7/expand3x3/conv2d/0" [label="(128,)", style=solid]; -"56 features/7/expand3x3/conv2d/0" -> "57 features/7/expand3x3_activation/relu_/0" [label="(1, 128, 7, 7)", style=solid]; -"57 features/7/expand3x3_activation/relu_/0" -> "58 features/7/cat/0" [label="(1, 128, 7, 7)", style=solid]; -"58 features/7/cat/0" -> "61 features/8/squeeze/conv2d/0" [label="(1, 256, 7, 7)", style=solid]; -"59 features.8.squeeze.weight" -> "61 features/8/squeeze/conv2d/0" [label="(48, 256, 1, 1)", style=solid]; -"60 features.8.squeeze.bias" -> "61 features/8/squeeze/conv2d/0" [label="(48,)", style=solid]; -"61 features/8/squeeze/conv2d/0" -> "62 features/8/squeeze_activation/relu_/0" [label="(1, 48, 7, 7)", style=solid]; -"62 features/8/squeeze_activation/relu_/0" -> "65 features/8/expand1x1/conv2d/0" [label="(1, 48, 7, 7)", style=solid]; -"62 features/8/squeeze_activation/relu_/0" -> "69 features/8/expand3x3/conv2d/0" [label="(1, 48, 7, 7)", style=solid]; -"63 features.8.expand1x1.weight" -> "65 features/8/expand1x1/conv2d/0" [label="(192, 48, 1, 1)", style=solid]; -"64 features.8.expand1x1.bias" -> "65 features/8/expand1x1/conv2d/0" [label="(192,)", style=solid]; -"65 features/8/expand1x1/conv2d/0" -> "66 features/8/expand1x1_activation/relu_/0" [label="(1, 192, 7, 7)", style=solid]; -"66 features/8/expand1x1_activation/relu_/0" -> "71 features/8/cat/0" [label="(1, 192, 7, 7)", style=solid]; -"67 features.8.expand3x3.weight" -> "69 features/8/expand3x3/conv2d/0" [label="(192, 48, 3, 3)", style=solid]; -"68 features.8.expand3x3.bias" -> "69 features/8/expand3x3/conv2d/0" [label="(192,)", style=solid]; -"69 features/8/expand3x3/conv2d/0" -> "70 features/8/expand3x3_activation/relu_/0" [label="(1, 192, 7, 7)", style=solid]; -"70 features/8/expand3x3_activation/relu_/0" -> "71 features/8/cat/0" [label="(1, 192, 7, 7)", style=solid]; -"71 features/8/cat/0" -> "74 features/9/squeeze/conv2d/0" [label="(1, 384, 7, 7)", style=solid]; -"72 features.9.squeeze.weight" -> "74 features/9/squeeze/conv2d/0" [label="(48, 384, 1, 1)", style=solid]; -"73 features.9.squeeze.bias" -> "74 features/9/squeeze/conv2d/0" [label="(48,)", style=solid]; -"74 features/9/squeeze/conv2d/0" -> "75 features/9/squeeze_activation/relu_/0" [label="(1, 48, 7, 7)", style=solid]; -"75 features/9/squeeze_activation/relu_/0" -> "78 features/9/expand1x1/conv2d/0" [label="(1, 48, 7, 7)", style=solid]; -"75 features/9/squeeze_activation/relu_/0" -> "82 features/9/expand3x3/conv2d/0" [label="(1, 48, 7, 7)", style=solid]; -"76 features.9.expand1x1.weight" -> "78 features/9/expand1x1/conv2d/0" [label="(192, 48, 1, 1)", style=solid]; -"77 features.9.expand1x1.bias" -> "78 features/9/expand1x1/conv2d/0" [label="(192,)", style=solid]; -"78 features/9/expand1x1/conv2d/0" -> "79 features/9/expand1x1_activation/relu_/0" [label="(1, 192, 7, 7)", style=solid]; -"79 features/9/expand1x1_activation/relu_/0" -> "84 features/9/cat/0" [label="(1, 192, 7, 7)", style=solid]; -"80 features.9.expand3x3.weight" -> "82 features/9/expand3x3/conv2d/0" [label="(192, 48, 3, 3)", style=solid]; -"81 features.9.expand3x3.bias" -> "82 features/9/expand3x3/conv2d/0" [label="(192,)", style=solid]; -"82 features/9/expand3x3/conv2d/0" -> "83 features/9/expand3x3_activation/relu_/0" [label="(1, 192, 7, 7)", style=solid]; -"83 features/9/expand3x3_activation/relu_/0" -> "84 features/9/cat/0" [label="(1, 192, 7, 7)", style=solid]; -"84 features/9/cat/0" -> "87 features/10/squeeze/conv2d/0" [label="(1, 384, 7, 7)", style=solid]; -"85 features.10.squeeze.weight" -> "87 features/10/squeeze/conv2d/0" [label="(64, 384, 1, 1)", style=solid]; -"86 features.10.squeeze.bias" -> "87 features/10/squeeze/conv2d/0" [label="(64,)", style=solid]; -"87 features/10/squeeze/conv2d/0" -> "88 features/10/squeeze_activation/relu_/0" [label="(1, 64, 7, 7)", style=solid]; -"88 features/10/squeeze_activation/relu_/0" -> "91 features/10/expand1x1/conv2d/0" [label="(1, 64, 7, 7)", style=solid]; -"88 features/10/squeeze_activation/relu_/0" -> "95 features/10/expand3x3/conv2d/0" [label="(1, 64, 7, 7)", style=solid]; -"89 features.10.expand1x1.weight" -> "91 features/10/expand1x1/conv2d/0" [label="(256, 64, 1, 1)", style=solid]; -"90 features.10.expand1x1.bias" -> "91 features/10/expand1x1/conv2d/0" [label="(256,)", style=solid]; -"91 features/10/expand1x1/conv2d/0" -> "92 features/10/expand1x1_activation/relu_/0" [label="(1, 256, 7, 7)", style=solid]; -"92 features/10/expand1x1_activation/relu_/0" -> "97 features/10/cat/0" [label="(1, 256, 7, 7)", style=solid]; -"93 features.10.expand3x3.weight" -> "95 features/10/expand3x3/conv2d/0" [label="(256, 64, 3, 3)", style=solid]; -"94 features.10.expand3x3.bias" -> "95 features/10/expand3x3/conv2d/0" [label="(256,)", style=solid]; -"95 features/10/expand3x3/conv2d/0" -> "96 features/10/expand3x3_activation/relu_/0" [label="(1, 256, 7, 7)", style=solid]; -"96 features/10/expand3x3_activation/relu_/0" -> "97 features/10/cat/0" [label="(1, 256, 7, 7)", style=solid]; -"97 features/10/cat/0" -> "98 features/11/max_pool2d/0" [label="(1, 512, 7, 7)", style=solid]; -"98 features/11/max_pool2d/0" -> "101 features/12/squeeze/conv2d/0" [label="(1, 512, 3, 3)", style=solid]; -"99 features.12.squeeze.weight" -> "101 features/12/squeeze/conv2d/0" [label="(64, 512, 1, 1)", style=solid]; -"100 features.12.squeeze.bias" -> "101 features/12/squeeze/conv2d/0" [label="(64,)", style=solid]; -"101 features/12/squeeze/conv2d/0" -> "102 features/12/squeeze_activation/relu_/0" [label="(1, 64, 3, 3)", style=solid]; -"102 features/12/squeeze_activation/relu_/0" -> "105 features/12/expand1x1/conv2d/0" [label="(1, 64, 3, 3)", style=solid]; -"102 features/12/squeeze_activation/relu_/0" -> "109 features/12/expand3x3/conv2d/0" [label="(1, 64, 3, 3)", style=solid]; -"103 features.12.expand1x1.weight" -> "105 features/12/expand1x1/conv2d/0" [label="(256, 64, 1, 1)", style=solid]; -"104 features.12.expand1x1.bias" -> "105 features/12/expand1x1/conv2d/0" [label="(256,)", style=solid]; -"105 features/12/expand1x1/conv2d/0" -> "106 features/12/expand1x1_activation/relu_/0" [label="(1, 256, 3, 3)", style=solid]; -"106 features/12/expand1x1_activation/relu_/0" -> "111 features/12/cat/0" [label="(1, 256, 3, 3)", style=solid]; -"107 features.12.expand3x3.weight" -> "109 features/12/expand3x3/conv2d/0" [label="(256, 64, 3, 3)", style=solid]; -"108 features.12.expand3x3.bias" -> "109 features/12/expand3x3/conv2d/0" [label="(256,)", style=solid]; -"109 features/12/expand3x3/conv2d/0" -> "110 features/12/expand3x3_activation/relu_/0" [label="(1, 256, 3, 3)", style=solid]; -"110 features/12/expand3x3_activation/relu_/0" -> "111 features/12/cat/0" [label="(1, 256, 3, 3)", style=solid]; -"111 features/12/cat/0" -> "112 classifier/0/dropout/0" [label="(1, 512, 3, 3)", style=solid]; -"112 classifier/0/dropout/0" -> "115 classifier/1/conv2d/0" [label="(1, 512, 3, 3)", style=solid]; -"113 classifier.1.weight" -> "115 classifier/1/conv2d/0" [label="(1000, 512, 1, 1)", style=solid]; -"114 classifier.1.bias" -> "115 classifier/1/conv2d/0" [label="(1000,)", style=solid]; -"115 classifier/1/conv2d/0" -> "116 classifier/2/relu_/0" [label="(1, 1000, 3, 3)", style=solid]; -"116 classifier/2/relu_/0" -> "117 classifier/3/adaptive_avg_pool2d/0" [label="(1, 1000, 3, 3)", style=solid]; -"117 classifier/3/adaptive_avg_pool2d/0" -> "118 /flatten/0" [label="(1, 1000, 1, 1)", style=solid]; -"118 /flatten/0" -> "119 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"features.0.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.bias" [id=2, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/conv2d/0" [id=3, metatype=PTConv2dMetatype, type=conv2d]; +"features/1/relu_/0" [id=4, metatype=PTRELUMetatype, type=relu_]; +"features/2/max_pool2d/0" [id=5, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"features.3.squeeze.weight" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.squeeze.bias" [id=7, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/squeeze/conv2d/0" [id=8, metatype=PTConv2dMetatype, type=conv2d]; +"features/3/squeeze_activation/relu_/0" [id=9, metatype=PTRELUMetatype, type=relu_]; +"features.3.expand1x1.weight" [id=10, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.expand1x1.bias" [id=11, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/expand1x1/conv2d/0" [id=12, metatype=PTConv2dMetatype, type=conv2d]; +"features/3/expand1x1_activation/relu_/0" [id=13, metatype=PTRELUMetatype, type=relu_]; +"features.3.expand3x3.weight" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.expand3x3.bias" [id=15, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/expand3x3/conv2d/0" [id=16, metatype=PTConv2dMetatype, type=conv2d]; +"features/3/expand3x3_activation/relu_/0" [id=17, metatype=PTRELUMetatype, type=relu_]; +"features/3/cat/0" [id=18, metatype=PTCatMetatype, type=cat]; +"features.4.squeeze.weight" [id=19, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.squeeze.bias" [id=20, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/squeeze/conv2d/0" [id=21, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/squeeze_activation/relu_/0" [id=22, metatype=PTRELUMetatype, type=relu_]; +"features.4.expand1x1.weight" [id=23, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.expand1x1.bias" [id=24, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/expand1x1/conv2d/0" [id=25, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/expand1x1_activation/relu_/0" [id=26, metatype=PTRELUMetatype, type=relu_]; +"features.4.expand3x3.weight" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.expand3x3.bias" [id=28, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/expand3x3/conv2d/0" [id=29, metatype=PTConv2dMetatype, type=conv2d]; +"features/4/expand3x3_activation/relu_/0" [id=30, metatype=PTRELUMetatype, type=relu_]; +"features/4/cat/0" [id=31, metatype=PTCatMetatype, type=cat]; +"features.5.squeeze.weight" [id=32, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.squeeze.bias" [id=33, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/squeeze/conv2d/0" [id=34, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/squeeze_activation/relu_/0" [id=35, metatype=PTRELUMetatype, type=relu_]; +"features.5.expand1x1.weight" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.expand1x1.bias" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/expand1x1/conv2d/0" [id=38, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/expand1x1_activation/relu_/0" [id=39, metatype=PTRELUMetatype, type=relu_]; +"features.5.expand3x3.weight" [id=40, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.expand3x3.bias" [id=41, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/expand3x3/conv2d/0" [id=42, metatype=PTConv2dMetatype, type=conv2d]; +"features/5/expand3x3_activation/relu_/0" [id=43, metatype=PTRELUMetatype, type=relu_]; +"features/5/cat/0" [id=44, metatype=PTCatMetatype, type=cat]; +"features/6/max_pool2d/0" [id=45, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"features.7.squeeze.weight" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.squeeze.bias" [id=47, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/squeeze/conv2d/0" [id=48, metatype=PTConv2dMetatype, type=conv2d]; +"features/7/squeeze_activation/relu_/0" [id=49, metatype=PTRELUMetatype, type=relu_]; +"features.7.expand1x1.weight" [id=50, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.expand1x1.bias" [id=51, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/expand1x1/conv2d/0" [id=52, metatype=PTConv2dMetatype, type=conv2d]; +"features/7/expand1x1_activation/relu_/0" [id=53, metatype=PTRELUMetatype, type=relu_]; +"features.7.expand3x3.weight" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.expand3x3.bias" [id=55, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/expand3x3/conv2d/0" [id=56, metatype=PTConv2dMetatype, type=conv2d]; +"features/7/expand3x3_activation/relu_/0" [id=57, metatype=PTRELUMetatype, type=relu_]; +"features/7/cat/0" [id=58, metatype=PTCatMetatype, type=cat]; +"features.8.squeeze.weight" [id=59, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.squeeze.bias" [id=60, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/squeeze/conv2d/0" [id=61, metatype=PTConv2dMetatype, type=conv2d]; +"features/8/squeeze_activation/relu_/0" [id=62, metatype=PTRELUMetatype, type=relu_]; +"features.8.expand1x1.weight" [id=63, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.expand1x1.bias" [id=64, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/expand1x1/conv2d/0" [id=65, metatype=PTConv2dMetatype, type=conv2d]; +"features/8/expand1x1_activation/relu_/0" [id=66, metatype=PTRELUMetatype, type=relu_]; +"features.8.expand3x3.weight" [id=67, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.8.expand3x3.bias" [id=68, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/8/expand3x3/conv2d/0" [id=69, metatype=PTConv2dMetatype, type=conv2d]; +"features/8/expand3x3_activation/relu_/0" [id=70, metatype=PTRELUMetatype, type=relu_]; +"features/8/cat/0" [id=71, metatype=PTCatMetatype, type=cat]; +"features.9.squeeze.weight" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.squeeze.bias" [id=73, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/squeeze/conv2d/0" [id=74, metatype=PTConv2dMetatype, type=conv2d]; +"features/9/squeeze_activation/relu_/0" [id=75, metatype=PTRELUMetatype, type=relu_]; +"features.9.expand1x1.weight" [id=76, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.expand1x1.bias" [id=77, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/expand1x1/conv2d/0" [id=78, metatype=PTConv2dMetatype, type=conv2d]; +"features/9/expand1x1_activation/relu_/0" [id=79, metatype=PTRELUMetatype, type=relu_]; +"features.9.expand3x3.weight" [id=80, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.9.expand3x3.bias" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/9/expand3x3/conv2d/0" [id=82, metatype=PTConv2dMetatype, type=conv2d]; +"features/9/expand3x3_activation/relu_/0" [id=83, metatype=PTRELUMetatype, type=relu_]; +"features/9/cat/0" [id=84, metatype=PTCatMetatype, type=cat]; +"features.10.squeeze.weight" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.squeeze.bias" [id=86, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/squeeze/conv2d/0" [id=87, metatype=PTConv2dMetatype, type=conv2d]; +"features/10/squeeze_activation/relu_/0" [id=88, metatype=PTRELUMetatype, type=relu_]; +"features.10.expand1x1.weight" [id=89, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.expand1x1.bias" [id=90, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/expand1x1/conv2d/0" [id=91, metatype=PTConv2dMetatype, type=conv2d]; +"features/10/expand1x1_activation/relu_/0" [id=92, metatype=PTRELUMetatype, type=relu_]; +"features.10.expand3x3.weight" [id=93, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.expand3x3.bias" [id=94, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/expand3x3/conv2d/0" [id=95, metatype=PTConv2dMetatype, type=conv2d]; +"features/10/expand3x3_activation/relu_/0" [id=96, metatype=PTRELUMetatype, type=relu_]; +"features/10/cat/0" [id=97, metatype=PTCatMetatype, type=cat]; +"features/11/max_pool2d/0" [id=98, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"features.12.squeeze.weight" [id=99, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.squeeze.bias" [id=100, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/squeeze/conv2d/0" [id=101, metatype=PTConv2dMetatype, type=conv2d]; +"features/12/squeeze_activation/relu_/0" [id=102, metatype=PTRELUMetatype, type=relu_]; +"features.12.expand1x1.weight" [id=103, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.expand1x1.bias" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/expand1x1/conv2d/0" [id=105, metatype=PTConv2dMetatype, type=conv2d]; +"features/12/expand1x1_activation/relu_/0" [id=106, metatype=PTRELUMetatype, type=relu_]; +"features.12.expand3x3.weight" [id=107, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.expand3x3.bias" [id=108, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/expand3x3/conv2d/0" [id=109, metatype=PTConv2dMetatype, type=conv2d]; +"features/12/expand3x3_activation/relu_/0" [id=110, metatype=PTRELUMetatype, type=relu_]; +"features/12/cat/0" [id=111, metatype=PTCatMetatype, type=cat]; +"classifier/0/dropout/0" [id=112, metatype=PTDropoutMetatype, type=dropout]; +"classifier.1.weight" [id=113, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.1.bias" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/1/conv2d/0" [id=115, metatype=PTConv2dMetatype, type=conv2d]; +"classifier/2/relu_/0" [id=116, metatype=PTRELUMetatype, type=relu_]; +"classifier/3/adaptive_avg_pool2d/0" [id=117, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"/flatten/0" [id=118, metatype=PTReshapeMetatype, type=flatten]; +output [id=119, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "features/0/conv2d/0" [dtype=float, shape="(1, 3, 64, 64)"]; +"features.0.weight" -> "features/0/conv2d/0" [dtype=float, shape="(96, 3, 7, 7)"]; +"features.0.bias" -> "features/0/conv2d/0" [dtype=float, shape="(96,)"]; +"features/0/conv2d/0" -> "features/1/relu_/0" [dtype=float, shape="(1, 96, 29, 29)"]; +"features/1/relu_/0" -> "features/2/max_pool2d/0" [dtype=float, shape="(1, 96, 29, 29)"]; +"features/2/max_pool2d/0" -> "features/3/squeeze/conv2d/0" [dtype=float, shape="(1, 96, 14, 14)"]; +"features.3.squeeze.weight" -> "features/3/squeeze/conv2d/0" [dtype=float, shape="(16, 96, 1, 1)"]; +"features.3.squeeze.bias" -> "features/3/squeeze/conv2d/0" [dtype=float, shape="(16,)"]; +"features/3/squeeze/conv2d/0" -> "features/3/squeeze_activation/relu_/0" [dtype=float, shape="(1, 16, 14, 14)"]; +"features/3/squeeze_activation/relu_/0" -> "features/3/expand1x1/conv2d/0" [dtype=float, shape="(1, 16, 14, 14)"]; +"features/3/squeeze_activation/relu_/0" -> "features/3/expand3x3/conv2d/0" [dtype=float, shape="(1, 16, 14, 14)"]; +"features.3.expand1x1.weight" -> "features/3/expand1x1/conv2d/0" [dtype=float, shape="(64, 16, 1, 1)"]; +"features.3.expand1x1.bias" -> "features/3/expand1x1/conv2d/0" [dtype=float, shape="(64,)"]; +"features/3/expand1x1/conv2d/0" -> "features/3/expand1x1_activation/relu_/0" [dtype=float, shape="(1, 64, 14, 14)"]; +"features/3/expand1x1_activation/relu_/0" -> "features/3/cat/0" [dtype=float, shape="(1, 64, 14, 14)"]; +"features.3.expand3x3.weight" -> "features/3/expand3x3/conv2d/0" [dtype=float, shape="(64, 16, 3, 3)"]; +"features.3.expand3x3.bias" -> "features/3/expand3x3/conv2d/0" [dtype=float, shape="(64,)"]; +"features/3/expand3x3/conv2d/0" -> "features/3/expand3x3_activation/relu_/0" [dtype=float, shape="(1, 64, 14, 14)"]; +"features/3/expand3x3_activation/relu_/0" -> "features/3/cat/0" [dtype=float, shape="(1, 64, 14, 14)"]; +"features/3/cat/0" -> "features/4/squeeze/conv2d/0" [dtype=float, shape="(1, 128, 14, 14)"]; +"features.4.squeeze.weight" -> "features/4/squeeze/conv2d/0" [dtype=float, shape="(16, 128, 1, 1)"]; +"features.4.squeeze.bias" -> "features/4/squeeze/conv2d/0" [dtype=float, shape="(16,)"]; +"features/4/squeeze/conv2d/0" -> "features/4/squeeze_activation/relu_/0" [dtype=float, shape="(1, 16, 14, 14)"]; +"features/4/squeeze_activation/relu_/0" -> "features/4/expand1x1/conv2d/0" [dtype=float, shape="(1, 16, 14, 14)"]; +"features/4/squeeze_activation/relu_/0" -> "features/4/expand3x3/conv2d/0" [dtype=float, shape="(1, 16, 14, 14)"]; +"features.4.expand1x1.weight" -> "features/4/expand1x1/conv2d/0" [dtype=float, shape="(64, 16, 1, 1)"]; +"features.4.expand1x1.bias" -> "features/4/expand1x1/conv2d/0" [dtype=float, shape="(64,)"]; +"features/4/expand1x1/conv2d/0" -> "features/4/expand1x1_activation/relu_/0" [dtype=float, shape="(1, 64, 14, 14)"]; +"features/4/expand1x1_activation/relu_/0" -> "features/4/cat/0" [dtype=float, shape="(1, 64, 14, 14)"]; +"features.4.expand3x3.weight" -> "features/4/expand3x3/conv2d/0" [dtype=float, shape="(64, 16, 3, 3)"]; +"features.4.expand3x3.bias" -> "features/4/expand3x3/conv2d/0" [dtype=float, shape="(64,)"]; +"features/4/expand3x3/conv2d/0" -> "features/4/expand3x3_activation/relu_/0" [dtype=float, shape="(1, 64, 14, 14)"]; +"features/4/expand3x3_activation/relu_/0" -> "features/4/cat/0" [dtype=float, shape="(1, 64, 14, 14)"]; +"features/4/cat/0" -> "features/5/squeeze/conv2d/0" [dtype=float, shape="(1, 128, 14, 14)"]; +"features.5.squeeze.weight" -> "features/5/squeeze/conv2d/0" [dtype=float, shape="(32, 128, 1, 1)"]; +"features.5.squeeze.bias" -> "features/5/squeeze/conv2d/0" [dtype=float, shape="(32,)"]; +"features/5/squeeze/conv2d/0" -> "features/5/squeeze_activation/relu_/0" [dtype=float, shape="(1, 32, 14, 14)"]; +"features/5/squeeze_activation/relu_/0" -> "features/5/expand1x1/conv2d/0" [dtype=float, shape="(1, 32, 14, 14)"]; +"features/5/squeeze_activation/relu_/0" -> "features/5/expand3x3/conv2d/0" [dtype=float, shape="(1, 32, 14, 14)"]; +"features.5.expand1x1.weight" -> "features/5/expand1x1/conv2d/0" [dtype=float, shape="(128, 32, 1, 1)"]; +"features.5.expand1x1.bias" -> "features/5/expand1x1/conv2d/0" [dtype=float, shape="(128,)"]; +"features/5/expand1x1/conv2d/0" -> "features/5/expand1x1_activation/relu_/0" [dtype=float, shape="(1, 128, 14, 14)"]; +"features/5/expand1x1_activation/relu_/0" -> "features/5/cat/0" [dtype=float, shape="(1, 128, 14, 14)"]; +"features.5.expand3x3.weight" -> "features/5/expand3x3/conv2d/0" [dtype=float, shape="(128, 32, 3, 3)"]; +"features.5.expand3x3.bias" -> "features/5/expand3x3/conv2d/0" [dtype=float, shape="(128,)"]; +"features/5/expand3x3/conv2d/0" -> "features/5/expand3x3_activation/relu_/0" [dtype=float, shape="(1, 128, 14, 14)"]; +"features/5/expand3x3_activation/relu_/0" -> "features/5/cat/0" [dtype=float, shape="(1, 128, 14, 14)"]; +"features/5/cat/0" -> "features/6/max_pool2d/0" [dtype=float, shape="(1, 256, 14, 14)"]; +"features/6/max_pool2d/0" -> "features/7/squeeze/conv2d/0" [dtype=float, shape="(1, 256, 7, 7)"]; +"features.7.squeeze.weight" -> "features/7/squeeze/conv2d/0" [dtype=float, shape="(32, 256, 1, 1)"]; +"features.7.squeeze.bias" -> "features/7/squeeze/conv2d/0" [dtype=float, shape="(32,)"]; +"features/7/squeeze/conv2d/0" -> "features/7/squeeze_activation/relu_/0" [dtype=float, shape="(1, 32, 7, 7)"]; +"features/7/squeeze_activation/relu_/0" -> "features/7/expand1x1/conv2d/0" [dtype=float, shape="(1, 32, 7, 7)"]; +"features/7/squeeze_activation/relu_/0" -> "features/7/expand3x3/conv2d/0" [dtype=float, shape="(1, 32, 7, 7)"]; +"features.7.expand1x1.weight" -> "features/7/expand1x1/conv2d/0" [dtype=float, shape="(128, 32, 1, 1)"]; +"features.7.expand1x1.bias" -> "features/7/expand1x1/conv2d/0" [dtype=float, shape="(128,)"]; +"features/7/expand1x1/conv2d/0" -> "features/7/expand1x1_activation/relu_/0" [dtype=float, shape="(1, 128, 7, 7)"]; +"features/7/expand1x1_activation/relu_/0" -> "features/7/cat/0" [dtype=float, shape="(1, 128, 7, 7)"]; +"features.7.expand3x3.weight" -> "features/7/expand3x3/conv2d/0" [dtype=float, shape="(128, 32, 3, 3)"]; +"features.7.expand3x3.bias" -> "features/7/expand3x3/conv2d/0" [dtype=float, shape="(128,)"]; +"features/7/expand3x3/conv2d/0" -> "features/7/expand3x3_activation/relu_/0" [dtype=float, shape="(1, 128, 7, 7)"]; +"features/7/expand3x3_activation/relu_/0" -> "features/7/cat/0" [dtype=float, shape="(1, 128, 7, 7)"]; +"features/7/cat/0" -> "features/8/squeeze/conv2d/0" [dtype=float, shape="(1, 256, 7, 7)"]; +"features.8.squeeze.weight" -> "features/8/squeeze/conv2d/0" [dtype=float, shape="(48, 256, 1, 1)"]; +"features.8.squeeze.bias" -> "features/8/squeeze/conv2d/0" [dtype=float, shape="(48,)"]; +"features/8/squeeze/conv2d/0" -> "features/8/squeeze_activation/relu_/0" [dtype=float, shape="(1, 48, 7, 7)"]; +"features/8/squeeze_activation/relu_/0" -> "features/8/expand1x1/conv2d/0" [dtype=float, shape="(1, 48, 7, 7)"]; +"features/8/squeeze_activation/relu_/0" -> "features/8/expand3x3/conv2d/0" [dtype=float, shape="(1, 48, 7, 7)"]; +"features.8.expand1x1.weight" -> "features/8/expand1x1/conv2d/0" [dtype=float, shape="(192, 48, 1, 1)"]; +"features.8.expand1x1.bias" -> "features/8/expand1x1/conv2d/0" [dtype=float, shape="(192,)"]; +"features/8/expand1x1/conv2d/0" -> "features/8/expand1x1_activation/relu_/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"features/8/expand1x1_activation/relu_/0" -> "features/8/cat/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"features.8.expand3x3.weight" -> "features/8/expand3x3/conv2d/0" [dtype=float, shape="(192, 48, 3, 3)"]; +"features.8.expand3x3.bias" -> "features/8/expand3x3/conv2d/0" [dtype=float, shape="(192,)"]; +"features/8/expand3x3/conv2d/0" -> "features/8/expand3x3_activation/relu_/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"features/8/expand3x3_activation/relu_/0" -> "features/8/cat/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"features/8/cat/0" -> "features/9/squeeze/conv2d/0" [dtype=float, shape="(1, 384, 7, 7)"]; +"features.9.squeeze.weight" -> "features/9/squeeze/conv2d/0" [dtype=float, shape="(48, 384, 1, 1)"]; +"features.9.squeeze.bias" -> "features/9/squeeze/conv2d/0" [dtype=float, shape="(48,)"]; +"features/9/squeeze/conv2d/0" -> "features/9/squeeze_activation/relu_/0" [dtype=float, shape="(1, 48, 7, 7)"]; +"features/9/squeeze_activation/relu_/0" -> "features/9/expand1x1/conv2d/0" [dtype=float, shape="(1, 48, 7, 7)"]; +"features/9/squeeze_activation/relu_/0" -> "features/9/expand3x3/conv2d/0" [dtype=float, shape="(1, 48, 7, 7)"]; +"features.9.expand1x1.weight" -> "features/9/expand1x1/conv2d/0" [dtype=float, shape="(192, 48, 1, 1)"]; +"features.9.expand1x1.bias" -> "features/9/expand1x1/conv2d/0" [dtype=float, shape="(192,)"]; +"features/9/expand1x1/conv2d/0" -> "features/9/expand1x1_activation/relu_/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"features/9/expand1x1_activation/relu_/0" -> "features/9/cat/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"features.9.expand3x3.weight" -> "features/9/expand3x3/conv2d/0" [dtype=float, shape="(192, 48, 3, 3)"]; +"features.9.expand3x3.bias" -> "features/9/expand3x3/conv2d/0" [dtype=float, shape="(192,)"]; +"features/9/expand3x3/conv2d/0" -> "features/9/expand3x3_activation/relu_/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"features/9/expand3x3_activation/relu_/0" -> "features/9/cat/0" [dtype=float, shape="(1, 192, 7, 7)"]; +"features/9/cat/0" -> "features/10/squeeze/conv2d/0" [dtype=float, shape="(1, 384, 7, 7)"]; +"features.10.squeeze.weight" -> "features/10/squeeze/conv2d/0" [dtype=float, shape="(64, 384, 1, 1)"]; +"features.10.squeeze.bias" -> "features/10/squeeze/conv2d/0" [dtype=float, shape="(64,)"]; +"features/10/squeeze/conv2d/0" -> "features/10/squeeze_activation/relu_/0" [dtype=float, shape="(1, 64, 7, 7)"]; +"features/10/squeeze_activation/relu_/0" -> "features/10/expand1x1/conv2d/0" [dtype=float, shape="(1, 64, 7, 7)"]; +"features/10/squeeze_activation/relu_/0" -> "features/10/expand3x3/conv2d/0" [dtype=float, shape="(1, 64, 7, 7)"]; +"features.10.expand1x1.weight" -> "features/10/expand1x1/conv2d/0" [dtype=float, shape="(256, 64, 1, 1)"]; +"features.10.expand1x1.bias" -> "features/10/expand1x1/conv2d/0" [dtype=float, shape="(256,)"]; +"features/10/expand1x1/conv2d/0" -> "features/10/expand1x1_activation/relu_/0" [dtype=float, shape="(1, 256, 7, 7)"]; +"features/10/expand1x1_activation/relu_/0" -> "features/10/cat/0" [dtype=float, shape="(1, 256, 7, 7)"]; +"features.10.expand3x3.weight" -> "features/10/expand3x3/conv2d/0" [dtype=float, shape="(256, 64, 3, 3)"]; +"features.10.expand3x3.bias" -> "features/10/expand3x3/conv2d/0" [dtype=float, shape="(256,)"]; +"features/10/expand3x3/conv2d/0" -> "features/10/expand3x3_activation/relu_/0" [dtype=float, shape="(1, 256, 7, 7)"]; +"features/10/expand3x3_activation/relu_/0" -> "features/10/cat/0" [dtype=float, shape="(1, 256, 7, 7)"]; +"features/10/cat/0" -> "features/11/max_pool2d/0" [dtype=float, shape="(1, 512, 7, 7)"]; +"features/11/max_pool2d/0" -> "features/12/squeeze/conv2d/0" [dtype=float, shape="(1, 512, 3, 3)"]; +"features.12.squeeze.weight" -> "features/12/squeeze/conv2d/0" [dtype=float, shape="(64, 512, 1, 1)"]; +"features.12.squeeze.bias" -> "features/12/squeeze/conv2d/0" [dtype=float, shape="(64,)"]; +"features/12/squeeze/conv2d/0" -> "features/12/squeeze_activation/relu_/0" [dtype=float, shape="(1, 64, 3, 3)"]; +"features/12/squeeze_activation/relu_/0" -> "features/12/expand1x1/conv2d/0" [dtype=float, shape="(1, 64, 3, 3)"]; +"features/12/squeeze_activation/relu_/0" -> "features/12/expand3x3/conv2d/0" [dtype=float, shape="(1, 64, 3, 3)"]; +"features.12.expand1x1.weight" -> "features/12/expand1x1/conv2d/0" [dtype=float, shape="(256, 64, 1, 1)"]; +"features.12.expand1x1.bias" -> "features/12/expand1x1/conv2d/0" [dtype=float, shape="(256,)"]; +"features/12/expand1x1/conv2d/0" -> "features/12/expand1x1_activation/relu_/0" [dtype=float, shape="(1, 256, 3, 3)"]; +"features/12/expand1x1_activation/relu_/0" -> "features/12/cat/0" [dtype=float, shape="(1, 256, 3, 3)"]; +"features.12.expand3x3.weight" -> "features/12/expand3x3/conv2d/0" [dtype=float, shape="(256, 64, 3, 3)"]; +"features.12.expand3x3.bias" -> "features/12/expand3x3/conv2d/0" [dtype=float, shape="(256,)"]; +"features/12/expand3x3/conv2d/0" -> "features/12/expand3x3_activation/relu_/0" [dtype=float, shape="(1, 256, 3, 3)"]; +"features/12/expand3x3_activation/relu_/0" -> "features/12/cat/0" [dtype=float, shape="(1, 256, 3, 3)"]; +"features/12/cat/0" -> "classifier/0/dropout/0" [dtype=float, shape="(1, 512, 3, 3)"]; +"classifier/0/dropout/0" -> "classifier/1/conv2d/0" [dtype=float, shape="(1, 512, 3, 3)"]; +"classifier.1.weight" -> "classifier/1/conv2d/0" [dtype=float, shape="(1000, 512, 1, 1)"]; +"classifier.1.bias" -> "classifier/1/conv2d/0" [dtype=float, shape="(1000,)"]; +"classifier/1/conv2d/0" -> "classifier/2/relu_/0" [dtype=float, shape="(1, 1000, 3, 3)"]; +"classifier/2/relu_/0" -> "classifier/3/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 1000, 3, 3)"]; +"classifier/3/adaptive_avg_pool2d/0" -> "/flatten/0" [dtype=float, shape="(1, 1000, 1, 1)"]; +"/flatten/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_swin_v2_b.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_swin_v2_b.dot index ac835bbe8cc..0508df69bb5 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_swin_v2_b.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_swin_v2_b.dot @@ -1,3722 +1,3722 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 features.0.0.weight" [id=1, type=nncf_model_const]; -"2 features.0.0.bias" [id=2, type=nncf_model_const]; -"3 features/0/0/conv2d/0" [id=3, type=conv2d]; -"4 features/0/1/permute/0" [id=4, type=permute]; -"5 features.0.2.weight" [id=5, type=nncf_model_const]; -"6 features.0.2.bias" [id=6, type=nncf_model_const]; -"7 features/0/2/layer_norm/0" [id=7, type=layer_norm]; -"8 features.1.0.attn.relative_coords_table" [id=8, type=nncf_model_const]; -"9 features.1.0.attn.cpb_mlp.0.weight" [id=9, type=nncf_model_const]; -"10 features.1.0.attn.cpb_mlp.0.bias" [id=10, type=nncf_model_const]; -"11 features/1/0/attn/cpb_mlp/0/linear/0" [id=11, type=linear]; -"12 features/1/0/attn/cpb_mlp/1/relu_/0" [id=12, type=relu_]; -"13 features.1.0.attn.cpb_mlp.2.weight" [id=13, type=nncf_model_const]; -"14 features/1/0/attn/cpb_mlp/2/linear/0" [id=14, type=linear]; -"15 features/1/0/attn/view/0" [id=15, type=view]; -"16 features.1.0.attn.relative_position_index" [id=16, type=nncf_model_const]; -"17 features/1/0/attn/__getitem__/0" [id=17, type=__getitem__]; -"18 features/1/0/attn/view/1" [id=18, type=view]; -"19 features/1/0/attn/permute/0" [id=19, type=permute]; -"20 features/1/0/attn/contiguous/0" [id=20, type=contiguous]; -"21 features/1/0/attn/unsqueeze/0" [id=21, type=unsqueeze]; -"22 features/1/0/attn/sigmoid/0" [id=22, type=sigmoid]; -"23 features/1/0/attn/mul/0" [id=23, type=mul]; -"24 features/1/0/attn/pad/0" [id=24, type=pad]; -"25 features/1/0/attn/view/2" [id=25, type=view]; -"26 features/1/0/attn/permute/1" [id=26, type=permute]; -"27 features/1/0/attn/reshape/0" [id=27, type=reshape]; -"28 features.1.0.attn.qkv.bias" [id=28, type=nncf_model_const]; -"29 features/1/0/attn/clone/0" [id=29, type=clone]; -"30 features/1/0/attn/numel/0" [id=30, type=numel]; -"31 features/1/0/attn/__getitem__/1" [id=31, type=__getitem__]; -"32 features/1/0/attn/zero_/0" [id=32, type=zero_]; -"33 features.1.0.attn.qkv.weight" [id=33, type=nncf_model_const]; -"34 features/1/0/attn/linear/0" [id=34, type=linear]; -"35 features/1/0/attn/reshape/1" [id=35, type=reshape]; -"36 features/1/0/attn/permute/2" [id=36, type=permute]; -"37 features/1/0/attn/__getitem__/2" [id=37, type=__getitem__]; -"38 features/1/0/attn/__getitem__/3" [id=38, type=__getitem__]; -"39 features/1/0/attn/__getitem__/4" [id=39, type=__getitem__]; -"40 features/1/0/attn/normalize/0" [id=40, type=normalize]; -"41 features/1/0/attn/normalize/1" [id=41, type=normalize]; -"42 features/1/0/attn/transpose/0" [id=42, type=transpose]; -"43 features/1/0/attn/matmul/0" [id=43, type=matmul]; -"44 features.1.0.attn.logit_scale" [id=44, type=nncf_model_const]; -"45 features/1/0/attn/clamp/0" [id=45, type=clamp]; -"46 features/1/0/attn/exp/0" [id=46, type=exp]; -"47 features/1/0/attn/mul/1" [id=47, type=mul]; -"48 features/1/0/attn/add/0" [id=48, type=add]; -"49 features/1/0/attn/softmax/0" [id=49, type=softmax]; -"50 features/1/0/attn/dropout/0" [id=50, type=dropout]; -"51 features/1/0/attn/matmul/1" [id=51, type=matmul]; -"52 features/1/0/attn/transpose/1" [id=52, type=transpose]; -"53 features/1/0/attn/reshape/2" [id=53, type=reshape]; -"54 features.1.0.attn.proj.weight" [id=54, type=nncf_model_const]; -"55 features.1.0.attn.proj.bias" [id=55, type=nncf_model_const]; -"56 features/1/0/attn/linear/1" [id=56, type=linear]; -"57 features/1/0/attn/dropout/1" [id=57, type=dropout]; -"58 features/1/0/attn/view/3" [id=58, type=view]; -"59 features/1/0/attn/permute/3" [id=59, type=permute]; -"60 features/1/0/attn/reshape/3" [id=60, type=reshape]; -"61 features/1/0/attn/__getitem__/5" [id=61, type=__getitem__]; -"62 features/1/0/attn/contiguous/1" [id=62, type=contiguous]; -"63 features.1.0.norm1.weight" [id=63, type=nncf_model_const]; -"64 features.1.0.norm1.bias" [id=64, type=nncf_model_const]; -"65 features/1/0/norm1/layer_norm/0" [id=65, type=layer_norm]; -"66 features/1/0/add/0" [id=66, type=add]; -"67 features.1.0.mlp.0.weight" [id=67, type=nncf_model_const]; -"68 features.1.0.mlp.0.bias" [id=68, type=nncf_model_const]; -"69 features/1/0/mlp/0/linear/0" [id=69, type=linear]; -"70 features/1/0/mlp/1/gelu/0" [id=70, type=gelu]; -"71 features/1/0/mlp/2/dropout/0" [id=71, type=dropout]; -"72 features.1.0.mlp.3.weight" [id=72, type=nncf_model_const]; -"73 features.1.0.mlp.3.bias" [id=73, type=nncf_model_const]; -"74 features/1/0/mlp/3/linear/0" [id=74, type=linear]; -"75 features/1/0/mlp/4/dropout/0" [id=75, type=dropout]; -"76 features.1.0.norm2.weight" [id=76, type=nncf_model_const]; -"77 features.1.0.norm2.bias" [id=77, type=nncf_model_const]; -"78 features/1/0/norm2/layer_norm/0" [id=78, type=layer_norm]; -"79 features/1/0/add/1" [id=79, type=add]; -"80 features.1.1.attn.relative_coords_table" [id=80, type=nncf_model_const]; -"81 features.1.1.attn.cpb_mlp.0.weight" [id=81, type=nncf_model_const]; -"82 features.1.1.attn.cpb_mlp.0.bias" [id=82, type=nncf_model_const]; -"83 features/1/1/attn/cpb_mlp/0/linear/0" [id=83, type=linear]; -"84 features/1/1/attn/cpb_mlp/1/relu_/0" [id=84, type=relu_]; -"85 features.1.1.attn.cpb_mlp.2.weight" [id=85, type=nncf_model_const]; -"86 features/1/1/attn/cpb_mlp/2/linear/0" [id=86, type=linear]; -"87 features/1/1/attn/view/0" [id=87, type=view]; -"88 features.1.1.attn.relative_position_index" [id=88, type=nncf_model_const]; -"89 features/1/1/attn/__getitem__/0" [id=89, type=__getitem__]; -"90 features/1/1/attn/view/1" [id=90, type=view]; -"91 features/1/1/attn/permute/0" [id=91, type=permute]; -"92 features/1/1/attn/contiguous/0" [id=92, type=contiguous]; -"93 features/1/1/attn/unsqueeze/0" [id=93, type=unsqueeze]; -"94 features/1/1/attn/sigmoid/0" [id=94, type=sigmoid]; -"95 features/1/1/attn/mul/0" [id=95, type=mul]; -"96 features/1/1/attn/pad/0" [id=96, type=pad]; -"97 features/1/1/attn/roll/0" [id=97, type=roll]; -"98 features/1/1/attn/view/2" [id=98, type=view]; -"99 features/1/1/attn/permute/1" [id=99, type=permute]; -"100 features/1/1/attn/reshape/0" [id=100, type=reshape]; -"101 features.1.1.attn.qkv.bias" [id=101, type=nncf_model_const]; -"102 features/1/1/attn/clone/0" [id=102, type=clone]; -"103 features/1/1/attn/numel/0" [id=103, type=numel]; -"104 features/1/1/attn/__getitem__/1" [id=104, type=__getitem__]; -"105 features/1/1/attn/zero_/0" [id=105, type=zero_]; -"106 features.1.1.attn.qkv.weight" [id=106, type=nncf_model_const]; -"107 features/1/1/attn/linear/0" [id=107, type=linear]; -"108 features/1/1/attn/reshape/1" [id=108, type=reshape]; -"109 features/1/1/attn/permute/2" [id=109, type=permute]; -"110 features/1/1/attn/__getitem__/2" [id=110, type=__getitem__]; -"111 features/1/1/attn/__getitem__/3" [id=111, type=__getitem__]; -"112 features/1/1/attn/__getitem__/4" [id=112, type=__getitem__]; -"113 features/1/1/attn/normalize/0" [id=113, type=normalize]; -"114 features/1/1/attn/normalize/1" [id=114, type=normalize]; -"115 features/1/1/attn/transpose/0" [id=115, type=transpose]; -"116 features/1/1/attn/matmul/0" [id=116, type=matmul]; -"117 features.1.1.attn.logit_scale" [id=117, type=nncf_model_const]; -"118 features/1/1/attn/clamp/0" [id=118, type=clamp]; -"119 features/1/1/attn/exp/0" [id=119, type=exp]; -"120 features/1/1/attn/mul/1" [id=120, type=mul]; -"121 features/1/1/attn/add/0" [id=121, type=add]; -"122 features/1/1/attn/new_zeros/0" [id=122, type=new_zeros]; -"123 features/1/1/attn/__setitem__/0" [id=123, type=__setitem__]; -"124 features/1/1/attn/__setitem__/1" [id=124, type=__setitem__]; -"125 features/1/1/attn/__setitem__/2" [id=125, type=__setitem__]; -"126 features/1/1/attn/__setitem__/3" [id=126, type=__setitem__]; -"127 features/1/1/attn/__setitem__/4" [id=127, type=__setitem__]; -"128 features/1/1/attn/__setitem__/5" [id=128, type=__setitem__]; -"129 features/1/1/attn/__setitem__/6" [id=129, type=__setitem__]; -"130 features/1/1/attn/__setitem__/7" [id=130, type=__setitem__]; -"131 features/1/1/attn/__setitem__/8" [id=131, type=__setitem__]; -"132 features/1/1/attn/view/3" [id=132, type=view]; -"133 features/1/1/attn/permute/3" [id=133, type=permute]; -"134 features/1/1/attn/reshape/2" [id=134, type=reshape]; -"135 features/1/1/attn/unsqueeze/1" [id=135, type=unsqueeze]; -"136 features/1/1/attn/unsqueeze/2" [id=136, type=unsqueeze]; -"137 features/1/1/attn/sub/0" [id=137, type=sub]; -"138 features/1/1/attn/ne/0" [id=138, type=ne]; -"139 features/1/1/attn/masked_fill/0" [id=139, type=masked_fill]; -"140 features/1/1/attn/__eq__/0" [id=140, type=__eq__]; -"141 features/1/1/attn/masked_fill/1" [id=141, type=masked_fill]; -"142 features/1/1/attn/view/4" [id=142, type=view]; -"143 features/1/1/attn/unsqueeze/3" [id=143, type=unsqueeze]; -"144 features/1/1/attn/unsqueeze/4" [id=144, type=unsqueeze]; -"145 features/1/1/attn/add/1" [id=145, type=add]; -"146 features/1/1/attn/view/5" [id=146, type=view]; -"147 features/1/1/attn/softmax/0" [id=147, type=softmax]; -"148 features/1/1/attn/dropout/0" [id=148, type=dropout]; -"149 features/1/1/attn/matmul/1" [id=149, type=matmul]; -"150 features/1/1/attn/transpose/1" [id=150, type=transpose]; -"151 features/1/1/attn/reshape/3" [id=151, type=reshape]; -"152 features.1.1.attn.proj.weight" [id=152, type=nncf_model_const]; -"153 features.1.1.attn.proj.bias" [id=153, type=nncf_model_const]; -"154 features/1/1/attn/linear/1" [id=154, type=linear]; -"155 features/1/1/attn/dropout/1" [id=155, type=dropout]; -"156 features/1/1/attn/view/6" [id=156, type=view]; -"157 features/1/1/attn/permute/4" [id=157, type=permute]; -"158 features/1/1/attn/reshape/4" [id=158, type=reshape]; -"159 features/1/1/attn/roll/1" [id=159, type=roll]; -"160 features/1/1/attn/__getitem__/5" [id=160, type=__getitem__]; -"161 features/1/1/attn/contiguous/1" [id=161, type=contiguous]; -"162 features.1.1.norm1.weight" [id=162, type=nncf_model_const]; -"163 features.1.1.norm1.bias" [id=163, type=nncf_model_const]; -"164 features/1/1/norm1/layer_norm/0" [id=164, type=layer_norm]; -"165 features/1/1/add/0" [id=165, type=add]; -"166 features.1.1.mlp.0.weight" [id=166, type=nncf_model_const]; -"167 features.1.1.mlp.0.bias" [id=167, type=nncf_model_const]; -"168 features/1/1/mlp/0/linear/0" [id=168, type=linear]; -"169 features/1/1/mlp/1/gelu/0" [id=169, type=gelu]; -"170 features/1/1/mlp/2/dropout/0" [id=170, type=dropout]; -"171 features.1.1.mlp.3.weight" [id=171, type=nncf_model_const]; -"172 features.1.1.mlp.3.bias" [id=172, type=nncf_model_const]; -"173 features/1/1/mlp/3/linear/0" [id=173, type=linear]; -"174 features/1/1/mlp/4/dropout/0" [id=174, type=dropout]; -"175 features.1.1.norm2.weight" [id=175, type=nncf_model_const]; -"176 features.1.1.norm2.bias" [id=176, type=nncf_model_const]; -"177 features/1/1/norm2/layer_norm/0" [id=177, type=layer_norm]; -"178 features/1/1/add/1" [id=178, type=add]; -"179 features/2/pad/0" [id=179, type=pad]; -"180 features/2/__getitem__/0" [id=180, type=__getitem__]; -"181 features/2/__getitem__/1" [id=181, type=__getitem__]; -"182 features/2/__getitem__/2" [id=182, type=__getitem__]; -"183 features/2/__getitem__/3" [id=183, type=__getitem__]; -"184 features/2/cat/0" [id=184, type=cat]; -"185 features.2.reduction.weight" [id=185, type=nncf_model_const]; -"186 features/2/reduction/linear/0" [id=186, type=linear]; -"187 features.2.norm.weight" [id=187, type=nncf_model_const]; -"188 features.2.norm.bias" [id=188, type=nncf_model_const]; -"189 features/2/norm/layer_norm/0" [id=189, type=layer_norm]; -"190 features.3.0.attn.relative_coords_table" [id=190, type=nncf_model_const]; -"191 features.3.0.attn.cpb_mlp.0.weight" [id=191, type=nncf_model_const]; -"192 features.3.0.attn.cpb_mlp.0.bias" [id=192, type=nncf_model_const]; -"193 features/3/0/attn/cpb_mlp/0/linear/0" [id=193, type=linear]; -"194 features/3/0/attn/cpb_mlp/1/relu_/0" [id=194, type=relu_]; -"195 features.3.0.attn.cpb_mlp.2.weight" [id=195, type=nncf_model_const]; -"196 features/3/0/attn/cpb_mlp/2/linear/0" [id=196, type=linear]; -"197 features/3/0/attn/view/0" [id=197, type=view]; -"198 features.3.0.attn.relative_position_index" [id=198, type=nncf_model_const]; -"199 features/3/0/attn/__getitem__/0" [id=199, type=__getitem__]; -"200 features/3/0/attn/view/1" [id=200, type=view]; -"201 features/3/0/attn/permute/0" [id=201, type=permute]; -"202 features/3/0/attn/contiguous/0" [id=202, type=contiguous]; -"203 features/3/0/attn/unsqueeze/0" [id=203, type=unsqueeze]; -"204 features/3/0/attn/sigmoid/0" [id=204, type=sigmoid]; -"205 features/3/0/attn/mul/0" [id=205, type=mul]; -"206 features/3/0/attn/pad/0" [id=206, type=pad]; -"207 features/3/0/attn/view/2" [id=207, type=view]; -"208 features/3/0/attn/permute/1" [id=208, type=permute]; -"209 features/3/0/attn/reshape/0" [id=209, type=reshape]; -"210 features.3.0.attn.qkv.bias" [id=210, type=nncf_model_const]; -"211 features/3/0/attn/clone/0" [id=211, type=clone]; -"212 features/3/0/attn/numel/0" [id=212, type=numel]; -"213 features/3/0/attn/__getitem__/1" [id=213, type=__getitem__]; -"214 features/3/0/attn/zero_/0" [id=214, type=zero_]; -"215 features.3.0.attn.qkv.weight" [id=215, type=nncf_model_const]; -"216 features/3/0/attn/linear/0" [id=216, type=linear]; -"217 features/3/0/attn/reshape/1" [id=217, type=reshape]; -"218 features/3/0/attn/permute/2" [id=218, type=permute]; -"219 features/3/0/attn/__getitem__/2" [id=219, type=__getitem__]; -"220 features/3/0/attn/__getitem__/3" [id=220, type=__getitem__]; -"221 features/3/0/attn/__getitem__/4" [id=221, type=__getitem__]; -"222 features/3/0/attn/normalize/0" [id=222, type=normalize]; -"223 features/3/0/attn/normalize/1" [id=223, type=normalize]; -"224 features/3/0/attn/transpose/0" [id=224, type=transpose]; -"225 features/3/0/attn/matmul/0" [id=225, type=matmul]; -"226 features.3.0.attn.logit_scale" [id=226, type=nncf_model_const]; -"227 features/3/0/attn/clamp/0" [id=227, type=clamp]; -"228 features/3/0/attn/exp/0" [id=228, type=exp]; -"229 features/3/0/attn/mul/1" [id=229, type=mul]; -"230 features/3/0/attn/add/0" [id=230, type=add]; -"231 features/3/0/attn/softmax/0" [id=231, type=softmax]; -"232 features/3/0/attn/dropout/0" [id=232, type=dropout]; -"233 features/3/0/attn/matmul/1" [id=233, type=matmul]; -"234 features/3/0/attn/transpose/1" [id=234, type=transpose]; -"235 features/3/0/attn/reshape/2" [id=235, type=reshape]; -"236 features.3.0.attn.proj.weight" [id=236, type=nncf_model_const]; -"237 features.3.0.attn.proj.bias" [id=237, type=nncf_model_const]; -"238 features/3/0/attn/linear/1" [id=238, type=linear]; -"239 features/3/0/attn/dropout/1" [id=239, type=dropout]; -"240 features/3/0/attn/view/3" [id=240, type=view]; -"241 features/3/0/attn/permute/3" [id=241, type=permute]; -"242 features/3/0/attn/reshape/3" [id=242, type=reshape]; -"243 features/3/0/attn/__getitem__/5" [id=243, type=__getitem__]; -"244 features/3/0/attn/contiguous/1" [id=244, type=contiguous]; -"245 features.3.0.norm1.weight" [id=245, type=nncf_model_const]; -"246 features.3.0.norm1.bias" [id=246, type=nncf_model_const]; -"247 features/3/0/norm1/layer_norm/0" [id=247, type=layer_norm]; -"248 features/3/0/add/0" [id=248, type=add]; -"249 features.3.0.mlp.0.weight" [id=249, type=nncf_model_const]; -"250 features.3.0.mlp.0.bias" [id=250, type=nncf_model_const]; -"251 features/3/0/mlp/0/linear/0" [id=251, type=linear]; -"252 features/3/0/mlp/1/gelu/0" [id=252, type=gelu]; -"253 features/3/0/mlp/2/dropout/0" [id=253, type=dropout]; -"254 features.3.0.mlp.3.weight" [id=254, type=nncf_model_const]; -"255 features.3.0.mlp.3.bias" [id=255, type=nncf_model_const]; -"256 features/3/0/mlp/3/linear/0" [id=256, type=linear]; -"257 features/3/0/mlp/4/dropout/0" [id=257, type=dropout]; -"258 features.3.0.norm2.weight" [id=258, type=nncf_model_const]; -"259 features.3.0.norm2.bias" [id=259, type=nncf_model_const]; -"260 features/3/0/norm2/layer_norm/0" [id=260, type=layer_norm]; -"261 features/3/0/add/1" [id=261, type=add]; -"262 features.3.1.attn.relative_coords_table" [id=262, type=nncf_model_const]; -"263 features.3.1.attn.cpb_mlp.0.weight" [id=263, type=nncf_model_const]; -"264 features.3.1.attn.cpb_mlp.0.bias" [id=264, type=nncf_model_const]; -"265 features/3/1/attn/cpb_mlp/0/linear/0" [id=265, type=linear]; -"266 features/3/1/attn/cpb_mlp/1/relu_/0" [id=266, type=relu_]; -"267 features.3.1.attn.cpb_mlp.2.weight" [id=267, type=nncf_model_const]; -"268 features/3/1/attn/cpb_mlp/2/linear/0" [id=268, type=linear]; -"269 features/3/1/attn/view/0" [id=269, type=view]; -"270 features.3.1.attn.relative_position_index" [id=270, type=nncf_model_const]; -"271 features/3/1/attn/__getitem__/0" [id=271, type=__getitem__]; -"272 features/3/1/attn/view/1" [id=272, type=view]; -"273 features/3/1/attn/permute/0" [id=273, type=permute]; -"274 features/3/1/attn/contiguous/0" [id=274, type=contiguous]; -"275 features/3/1/attn/unsqueeze/0" [id=275, type=unsqueeze]; -"276 features/3/1/attn/sigmoid/0" [id=276, type=sigmoid]; -"277 features/3/1/attn/mul/0" [id=277, type=mul]; -"278 features/3/1/attn/pad/0" [id=278, type=pad]; -"279 features/3/1/attn/view/2" [id=279, type=view]; -"280 features/3/1/attn/permute/1" [id=280, type=permute]; -"281 features/3/1/attn/reshape/0" [id=281, type=reshape]; -"282 features.3.1.attn.qkv.bias" [id=282, type=nncf_model_const]; -"283 features/3/1/attn/clone/0" [id=283, type=clone]; -"284 features/3/1/attn/numel/0" [id=284, type=numel]; -"285 features/3/1/attn/__getitem__/1" [id=285, type=__getitem__]; -"286 features/3/1/attn/zero_/0" [id=286, type=zero_]; -"287 features.3.1.attn.qkv.weight" [id=287, type=nncf_model_const]; -"288 features/3/1/attn/linear/0" [id=288, type=linear]; -"289 features/3/1/attn/reshape/1" [id=289, type=reshape]; -"290 features/3/1/attn/permute/2" [id=290, type=permute]; -"291 features/3/1/attn/__getitem__/2" [id=291, type=__getitem__]; -"292 features/3/1/attn/__getitem__/3" [id=292, type=__getitem__]; -"293 features/3/1/attn/__getitem__/4" [id=293, type=__getitem__]; -"294 features/3/1/attn/normalize/0" [id=294, type=normalize]; -"295 features/3/1/attn/normalize/1" [id=295, type=normalize]; -"296 features/3/1/attn/transpose/0" [id=296, type=transpose]; -"297 features/3/1/attn/matmul/0" [id=297, type=matmul]; -"298 features.3.1.attn.logit_scale" [id=298, type=nncf_model_const]; -"299 features/3/1/attn/clamp/0" [id=299, type=clamp]; -"300 features/3/1/attn/exp/0" [id=300, type=exp]; -"301 features/3/1/attn/mul/1" [id=301, type=mul]; -"302 features/3/1/attn/add/0" [id=302, type=add]; -"303 features/3/1/attn/softmax/0" [id=303, type=softmax]; -"304 features/3/1/attn/dropout/0" [id=304, type=dropout]; -"305 features/3/1/attn/matmul/1" [id=305, type=matmul]; -"306 features/3/1/attn/transpose/1" [id=306, type=transpose]; -"307 features/3/1/attn/reshape/2" [id=307, type=reshape]; -"308 features.3.1.attn.proj.weight" [id=308, type=nncf_model_const]; -"309 features.3.1.attn.proj.bias" [id=309, type=nncf_model_const]; -"310 features/3/1/attn/linear/1" [id=310, type=linear]; -"311 features/3/1/attn/dropout/1" [id=311, type=dropout]; -"312 features/3/1/attn/view/3" [id=312, type=view]; -"313 features/3/1/attn/permute/3" [id=313, type=permute]; -"314 features/3/1/attn/reshape/3" [id=314, type=reshape]; -"315 features/3/1/attn/__getitem__/5" [id=315, type=__getitem__]; -"316 features/3/1/attn/contiguous/1" [id=316, type=contiguous]; -"317 features.3.1.norm1.weight" [id=317, type=nncf_model_const]; -"318 features.3.1.norm1.bias" [id=318, type=nncf_model_const]; -"319 features/3/1/norm1/layer_norm/0" [id=319, type=layer_norm]; -"320 features/3/1/add/0" [id=320, type=add]; -"321 features.3.1.mlp.0.weight" [id=321, type=nncf_model_const]; -"322 features.3.1.mlp.0.bias" [id=322, type=nncf_model_const]; -"323 features/3/1/mlp/0/linear/0" [id=323, type=linear]; -"324 features/3/1/mlp/1/gelu/0" [id=324, type=gelu]; -"325 features/3/1/mlp/2/dropout/0" [id=325, type=dropout]; -"326 features.3.1.mlp.3.weight" [id=326, type=nncf_model_const]; -"327 features.3.1.mlp.3.bias" [id=327, type=nncf_model_const]; -"328 features/3/1/mlp/3/linear/0" [id=328, type=linear]; -"329 features/3/1/mlp/4/dropout/0" [id=329, type=dropout]; -"330 features.3.1.norm2.weight" [id=330, type=nncf_model_const]; -"331 features.3.1.norm2.bias" [id=331, type=nncf_model_const]; -"332 features/3/1/norm2/layer_norm/0" [id=332, type=layer_norm]; -"333 features/3/1/add/1" [id=333, type=add]; -"334 features/4/pad/0" [id=334, type=pad]; -"335 features/4/__getitem__/0" [id=335, type=__getitem__]; -"336 features/4/__getitem__/1" [id=336, type=__getitem__]; -"337 features/4/__getitem__/2" [id=337, type=__getitem__]; -"338 features/4/__getitem__/3" [id=338, type=__getitem__]; -"339 features/4/cat/0" [id=339, type=cat]; -"340 features.4.reduction.weight" [id=340, type=nncf_model_const]; -"341 features/4/reduction/linear/0" [id=341, type=linear]; -"342 features.4.norm.weight" [id=342, type=nncf_model_const]; -"343 features.4.norm.bias" [id=343, type=nncf_model_const]; -"344 features/4/norm/layer_norm/0" [id=344, type=layer_norm]; -"345 features.5.0.attn.relative_coords_table" [id=345, type=nncf_model_const]; -"346 features.5.0.attn.cpb_mlp.0.weight" [id=346, type=nncf_model_const]; -"347 features.5.0.attn.cpb_mlp.0.bias" [id=347, type=nncf_model_const]; -"348 features/5/0/attn/cpb_mlp/0/linear/0" [id=348, type=linear]; -"349 features/5/0/attn/cpb_mlp/1/relu_/0" [id=349, type=relu_]; -"350 features.5.0.attn.cpb_mlp.2.weight" [id=350, type=nncf_model_const]; -"351 features/5/0/attn/cpb_mlp/2/linear/0" [id=351, type=linear]; -"352 features/5/0/attn/view/0" [id=352, type=view]; -"353 features.5.0.attn.relative_position_index" [id=353, type=nncf_model_const]; -"354 features/5/0/attn/__getitem__/0" [id=354, type=__getitem__]; -"355 features/5/0/attn/view/1" [id=355, type=view]; -"356 features/5/0/attn/permute/0" [id=356, type=permute]; -"357 features/5/0/attn/contiguous/0" [id=357, type=contiguous]; -"358 features/5/0/attn/unsqueeze/0" [id=358, type=unsqueeze]; -"359 features/5/0/attn/sigmoid/0" [id=359, type=sigmoid]; -"360 features/5/0/attn/mul/0" [id=360, type=mul]; -"361 features/5/0/attn/pad/0" [id=361, type=pad]; -"362 features/5/0/attn/view/2" [id=362, type=view]; -"363 features/5/0/attn/permute/1" [id=363, type=permute]; -"364 features/5/0/attn/reshape/0" [id=364, type=reshape]; -"365 features.5.0.attn.qkv.bias" [id=365, type=nncf_model_const]; -"366 features/5/0/attn/clone/0" [id=366, type=clone]; -"367 features/5/0/attn/numel/0" [id=367, type=numel]; -"368 features/5/0/attn/__getitem__/1" [id=368, type=__getitem__]; -"369 features/5/0/attn/zero_/0" [id=369, type=zero_]; -"370 features.5.0.attn.qkv.weight" [id=370, type=nncf_model_const]; -"371 features/5/0/attn/linear/0" [id=371, type=linear]; -"372 features/5/0/attn/reshape/1" [id=372, type=reshape]; -"373 features/5/0/attn/permute/2" [id=373, type=permute]; -"374 features/5/0/attn/__getitem__/2" [id=374, type=__getitem__]; -"375 features/5/0/attn/__getitem__/3" [id=375, type=__getitem__]; -"376 features/5/0/attn/__getitem__/4" [id=376, type=__getitem__]; -"377 features/5/0/attn/normalize/0" [id=377, type=normalize]; -"378 features/5/0/attn/normalize/1" [id=378, type=normalize]; -"379 features/5/0/attn/transpose/0" [id=379, type=transpose]; -"380 features/5/0/attn/matmul/0" [id=380, type=matmul]; -"381 features.5.0.attn.logit_scale" [id=381, type=nncf_model_const]; -"382 features/5/0/attn/clamp/0" [id=382, type=clamp]; -"383 features/5/0/attn/exp/0" [id=383, type=exp]; -"384 features/5/0/attn/mul/1" [id=384, type=mul]; -"385 features/5/0/attn/add/0" [id=385, type=add]; -"386 features/5/0/attn/softmax/0" [id=386, type=softmax]; -"387 features/5/0/attn/dropout/0" [id=387, type=dropout]; -"388 features/5/0/attn/matmul/1" [id=388, type=matmul]; -"389 features/5/0/attn/transpose/1" [id=389, type=transpose]; -"390 features/5/0/attn/reshape/2" [id=390, type=reshape]; -"391 features.5.0.attn.proj.weight" [id=391, type=nncf_model_const]; -"392 features.5.0.attn.proj.bias" [id=392, type=nncf_model_const]; -"393 features/5/0/attn/linear/1" [id=393, type=linear]; -"394 features/5/0/attn/dropout/1" [id=394, type=dropout]; -"395 features/5/0/attn/view/3" [id=395, type=view]; -"396 features/5/0/attn/permute/3" [id=396, type=permute]; -"397 features/5/0/attn/reshape/3" [id=397, type=reshape]; -"398 features/5/0/attn/__getitem__/5" [id=398, type=__getitem__]; -"399 features/5/0/attn/contiguous/1" [id=399, type=contiguous]; -"400 features.5.0.norm1.weight" [id=400, type=nncf_model_const]; -"401 features.5.0.norm1.bias" [id=401, type=nncf_model_const]; -"402 features/5/0/norm1/layer_norm/0" [id=402, type=layer_norm]; -"403 features/5/0/add/0" [id=403, type=add]; -"404 features.5.0.mlp.0.weight" [id=404, type=nncf_model_const]; -"405 features.5.0.mlp.0.bias" [id=405, type=nncf_model_const]; -"406 features/5/0/mlp/0/linear/0" [id=406, type=linear]; -"407 features/5/0/mlp/1/gelu/0" [id=407, type=gelu]; -"408 features/5/0/mlp/2/dropout/0" [id=408, type=dropout]; -"409 features.5.0.mlp.3.weight" [id=409, type=nncf_model_const]; -"410 features.5.0.mlp.3.bias" [id=410, type=nncf_model_const]; -"411 features/5/0/mlp/3/linear/0" [id=411, type=linear]; -"412 features/5/0/mlp/4/dropout/0" [id=412, type=dropout]; -"413 features.5.0.norm2.weight" [id=413, type=nncf_model_const]; -"414 features.5.0.norm2.bias" [id=414, type=nncf_model_const]; -"415 features/5/0/norm2/layer_norm/0" [id=415, type=layer_norm]; -"416 features/5/0/add/1" [id=416, type=add]; -"417 features.5.1.attn.relative_coords_table" [id=417, type=nncf_model_const]; -"418 features.5.1.attn.cpb_mlp.0.weight" [id=418, type=nncf_model_const]; -"419 features.5.1.attn.cpb_mlp.0.bias" [id=419, type=nncf_model_const]; -"420 features/5/1/attn/cpb_mlp/0/linear/0" [id=420, type=linear]; -"421 features/5/1/attn/cpb_mlp/1/relu_/0" [id=421, type=relu_]; -"422 features.5.1.attn.cpb_mlp.2.weight" [id=422, type=nncf_model_const]; -"423 features/5/1/attn/cpb_mlp/2/linear/0" [id=423, type=linear]; -"424 features/5/1/attn/view/0" [id=424, type=view]; -"425 features.5.1.attn.relative_position_index" [id=425, type=nncf_model_const]; -"426 features/5/1/attn/__getitem__/0" [id=426, type=__getitem__]; -"427 features/5/1/attn/view/1" [id=427, type=view]; -"428 features/5/1/attn/permute/0" [id=428, type=permute]; -"429 features/5/1/attn/contiguous/0" [id=429, type=contiguous]; -"430 features/5/1/attn/unsqueeze/0" [id=430, type=unsqueeze]; -"431 features/5/1/attn/sigmoid/0" [id=431, type=sigmoid]; -"432 features/5/1/attn/mul/0" [id=432, type=mul]; -"433 features/5/1/attn/pad/0" [id=433, type=pad]; -"434 features/5/1/attn/view/2" [id=434, type=view]; -"435 features/5/1/attn/permute/1" [id=435, type=permute]; -"436 features/5/1/attn/reshape/0" [id=436, type=reshape]; -"437 features.5.1.attn.qkv.bias" [id=437, type=nncf_model_const]; -"438 features/5/1/attn/clone/0" [id=438, type=clone]; -"439 features/5/1/attn/numel/0" [id=439, type=numel]; -"440 features/5/1/attn/__getitem__/1" [id=440, type=__getitem__]; -"441 features/5/1/attn/zero_/0" [id=441, type=zero_]; -"442 features.5.1.attn.qkv.weight" [id=442, type=nncf_model_const]; -"443 features/5/1/attn/linear/0" [id=443, type=linear]; -"444 features/5/1/attn/reshape/1" [id=444, type=reshape]; -"445 features/5/1/attn/permute/2" [id=445, type=permute]; -"446 features/5/1/attn/__getitem__/2" [id=446, type=__getitem__]; -"447 features/5/1/attn/__getitem__/3" [id=447, type=__getitem__]; -"448 features/5/1/attn/__getitem__/4" [id=448, type=__getitem__]; -"449 features/5/1/attn/normalize/0" [id=449, type=normalize]; -"450 features/5/1/attn/normalize/1" [id=450, type=normalize]; -"451 features/5/1/attn/transpose/0" [id=451, type=transpose]; -"452 features/5/1/attn/matmul/0" [id=452, type=matmul]; -"453 features.5.1.attn.logit_scale" [id=453, type=nncf_model_const]; -"454 features/5/1/attn/clamp/0" [id=454, type=clamp]; -"455 features/5/1/attn/exp/0" [id=455, type=exp]; -"456 features/5/1/attn/mul/1" [id=456, type=mul]; -"457 features/5/1/attn/add/0" [id=457, type=add]; -"458 features/5/1/attn/softmax/0" [id=458, type=softmax]; -"459 features/5/1/attn/dropout/0" [id=459, type=dropout]; -"460 features/5/1/attn/matmul/1" [id=460, type=matmul]; -"461 features/5/1/attn/transpose/1" [id=461, type=transpose]; -"462 features/5/1/attn/reshape/2" [id=462, type=reshape]; -"463 features.5.1.attn.proj.weight" [id=463, type=nncf_model_const]; -"464 features.5.1.attn.proj.bias" [id=464, type=nncf_model_const]; -"465 features/5/1/attn/linear/1" [id=465, type=linear]; -"466 features/5/1/attn/dropout/1" [id=466, type=dropout]; -"467 features/5/1/attn/view/3" [id=467, type=view]; -"468 features/5/1/attn/permute/3" [id=468, type=permute]; -"469 features/5/1/attn/reshape/3" [id=469, type=reshape]; -"470 features/5/1/attn/__getitem__/5" [id=470, type=__getitem__]; -"471 features/5/1/attn/contiguous/1" [id=471, type=contiguous]; -"472 features.5.1.norm1.weight" [id=472, type=nncf_model_const]; -"473 features.5.1.norm1.bias" [id=473, type=nncf_model_const]; -"474 features/5/1/norm1/layer_norm/0" [id=474, type=layer_norm]; -"475 features/5/1/add/0" [id=475, type=add]; -"476 features.5.1.mlp.0.weight" [id=476, type=nncf_model_const]; -"477 features.5.1.mlp.0.bias" [id=477, type=nncf_model_const]; -"478 features/5/1/mlp/0/linear/0" [id=478, type=linear]; -"479 features/5/1/mlp/1/gelu/0" [id=479, type=gelu]; -"480 features/5/1/mlp/2/dropout/0" [id=480, type=dropout]; -"481 features.5.1.mlp.3.weight" [id=481, type=nncf_model_const]; -"482 features.5.1.mlp.3.bias" [id=482, type=nncf_model_const]; -"483 features/5/1/mlp/3/linear/0" [id=483, type=linear]; -"484 features/5/1/mlp/4/dropout/0" [id=484, type=dropout]; -"485 features.5.1.norm2.weight" [id=485, type=nncf_model_const]; -"486 features.5.1.norm2.bias" [id=486, type=nncf_model_const]; -"487 features/5/1/norm2/layer_norm/0" [id=487, type=layer_norm]; -"488 features/5/1/add/1" [id=488, type=add]; -"489 features.5.2.attn.relative_coords_table" [id=489, type=nncf_model_const]; -"490 features.5.2.attn.cpb_mlp.0.weight" [id=490, type=nncf_model_const]; -"491 features.5.2.attn.cpb_mlp.0.bias" [id=491, type=nncf_model_const]; -"492 features/5/2/attn/cpb_mlp/0/linear/0" [id=492, type=linear]; -"493 features/5/2/attn/cpb_mlp/1/relu_/0" [id=493, type=relu_]; -"494 features.5.2.attn.cpb_mlp.2.weight" [id=494, type=nncf_model_const]; -"495 features/5/2/attn/cpb_mlp/2/linear/0" [id=495, type=linear]; -"496 features/5/2/attn/view/0" [id=496, type=view]; -"497 features.5.2.attn.relative_position_index" [id=497, type=nncf_model_const]; -"498 features/5/2/attn/__getitem__/0" [id=498, type=__getitem__]; -"499 features/5/2/attn/view/1" [id=499, type=view]; -"500 features/5/2/attn/permute/0" [id=500, type=permute]; -"501 features/5/2/attn/contiguous/0" [id=501, type=contiguous]; -"502 features/5/2/attn/unsqueeze/0" [id=502, type=unsqueeze]; -"503 features/5/2/attn/sigmoid/0" [id=503, type=sigmoid]; -"504 features/5/2/attn/mul/0" [id=504, type=mul]; -"505 features/5/2/attn/pad/0" [id=505, type=pad]; -"506 features/5/2/attn/view/2" [id=506, type=view]; -"507 features/5/2/attn/permute/1" [id=507, type=permute]; -"508 features/5/2/attn/reshape/0" [id=508, type=reshape]; -"509 features.5.2.attn.qkv.bias" [id=509, type=nncf_model_const]; -"510 features/5/2/attn/clone/0" [id=510, type=clone]; -"511 features/5/2/attn/numel/0" [id=511, type=numel]; -"512 features/5/2/attn/__getitem__/1" [id=512, type=__getitem__]; -"513 features/5/2/attn/zero_/0" [id=513, type=zero_]; -"514 features.5.2.attn.qkv.weight" [id=514, type=nncf_model_const]; -"515 features/5/2/attn/linear/0" [id=515, type=linear]; -"516 features/5/2/attn/reshape/1" [id=516, type=reshape]; -"517 features/5/2/attn/permute/2" [id=517, type=permute]; -"518 features/5/2/attn/__getitem__/2" [id=518, type=__getitem__]; -"519 features/5/2/attn/__getitem__/3" [id=519, type=__getitem__]; -"520 features/5/2/attn/__getitem__/4" [id=520, type=__getitem__]; -"521 features/5/2/attn/normalize/0" [id=521, type=normalize]; -"522 features/5/2/attn/normalize/1" [id=522, type=normalize]; -"523 features/5/2/attn/transpose/0" [id=523, type=transpose]; -"524 features/5/2/attn/matmul/0" [id=524, type=matmul]; -"525 features.5.2.attn.logit_scale" [id=525, type=nncf_model_const]; -"526 features/5/2/attn/clamp/0" [id=526, type=clamp]; -"527 features/5/2/attn/exp/0" [id=527, type=exp]; -"528 features/5/2/attn/mul/1" [id=528, type=mul]; -"529 features/5/2/attn/add/0" [id=529, type=add]; -"530 features/5/2/attn/softmax/0" [id=530, type=softmax]; -"531 features/5/2/attn/dropout/0" [id=531, type=dropout]; -"532 features/5/2/attn/matmul/1" [id=532, type=matmul]; -"533 features/5/2/attn/transpose/1" [id=533, type=transpose]; -"534 features/5/2/attn/reshape/2" [id=534, type=reshape]; -"535 features.5.2.attn.proj.weight" [id=535, type=nncf_model_const]; -"536 features.5.2.attn.proj.bias" [id=536, type=nncf_model_const]; -"537 features/5/2/attn/linear/1" [id=537, type=linear]; -"538 features/5/2/attn/dropout/1" [id=538, type=dropout]; -"539 features/5/2/attn/view/3" [id=539, type=view]; -"540 features/5/2/attn/permute/3" [id=540, type=permute]; -"541 features/5/2/attn/reshape/3" [id=541, type=reshape]; -"542 features/5/2/attn/__getitem__/5" [id=542, type=__getitem__]; -"543 features/5/2/attn/contiguous/1" [id=543, type=contiguous]; -"544 features.5.2.norm1.weight" [id=544, type=nncf_model_const]; -"545 features.5.2.norm1.bias" [id=545, type=nncf_model_const]; -"546 features/5/2/norm1/layer_norm/0" [id=546, type=layer_norm]; -"547 features/5/2/add/0" [id=547, type=add]; -"548 features.5.2.mlp.0.weight" [id=548, type=nncf_model_const]; -"549 features.5.2.mlp.0.bias" [id=549, type=nncf_model_const]; -"550 features/5/2/mlp/0/linear/0" [id=550, type=linear]; -"551 features/5/2/mlp/1/gelu/0" [id=551, type=gelu]; -"552 features/5/2/mlp/2/dropout/0" [id=552, type=dropout]; -"553 features.5.2.mlp.3.weight" [id=553, type=nncf_model_const]; -"554 features.5.2.mlp.3.bias" [id=554, type=nncf_model_const]; -"555 features/5/2/mlp/3/linear/0" [id=555, type=linear]; -"556 features/5/2/mlp/4/dropout/0" [id=556, type=dropout]; -"557 features.5.2.norm2.weight" [id=557, type=nncf_model_const]; -"558 features.5.2.norm2.bias" [id=558, type=nncf_model_const]; -"559 features/5/2/norm2/layer_norm/0" [id=559, type=layer_norm]; -"560 features/5/2/add/1" [id=560, type=add]; -"561 features.5.3.attn.relative_coords_table" [id=561, type=nncf_model_const]; -"562 features.5.3.attn.cpb_mlp.0.weight" [id=562, type=nncf_model_const]; -"563 features.5.3.attn.cpb_mlp.0.bias" [id=563, type=nncf_model_const]; -"564 features/5/3/attn/cpb_mlp/0/linear/0" [id=564, type=linear]; -"565 features/5/3/attn/cpb_mlp/1/relu_/0" [id=565, type=relu_]; -"566 features.5.3.attn.cpb_mlp.2.weight" [id=566, type=nncf_model_const]; -"567 features/5/3/attn/cpb_mlp/2/linear/0" [id=567, type=linear]; -"568 features/5/3/attn/view/0" [id=568, type=view]; -"569 features.5.3.attn.relative_position_index" [id=569, type=nncf_model_const]; -"570 features/5/3/attn/__getitem__/0" [id=570, type=__getitem__]; -"571 features/5/3/attn/view/1" [id=571, type=view]; -"572 features/5/3/attn/permute/0" [id=572, type=permute]; -"573 features/5/3/attn/contiguous/0" [id=573, type=contiguous]; -"574 features/5/3/attn/unsqueeze/0" [id=574, type=unsqueeze]; -"575 features/5/3/attn/sigmoid/0" [id=575, type=sigmoid]; -"576 features/5/3/attn/mul/0" [id=576, type=mul]; -"577 features/5/3/attn/pad/0" [id=577, type=pad]; -"578 features/5/3/attn/view/2" [id=578, type=view]; -"579 features/5/3/attn/permute/1" [id=579, type=permute]; -"580 features/5/3/attn/reshape/0" [id=580, type=reshape]; -"581 features.5.3.attn.qkv.bias" [id=581, type=nncf_model_const]; -"582 features/5/3/attn/clone/0" [id=582, type=clone]; -"583 features/5/3/attn/numel/0" [id=583, type=numel]; -"584 features/5/3/attn/__getitem__/1" [id=584, type=__getitem__]; -"585 features/5/3/attn/zero_/0" [id=585, type=zero_]; -"586 features.5.3.attn.qkv.weight" [id=586, type=nncf_model_const]; -"587 features/5/3/attn/linear/0" [id=587, type=linear]; -"588 features/5/3/attn/reshape/1" [id=588, type=reshape]; -"589 features/5/3/attn/permute/2" [id=589, type=permute]; -"590 features/5/3/attn/__getitem__/2" [id=590, type=__getitem__]; -"591 features/5/3/attn/__getitem__/3" [id=591, type=__getitem__]; -"592 features/5/3/attn/__getitem__/4" [id=592, type=__getitem__]; -"593 features/5/3/attn/normalize/0" [id=593, type=normalize]; -"594 features/5/3/attn/normalize/1" [id=594, type=normalize]; -"595 features/5/3/attn/transpose/0" [id=595, type=transpose]; -"596 features/5/3/attn/matmul/0" [id=596, type=matmul]; -"597 features.5.3.attn.logit_scale" [id=597, type=nncf_model_const]; -"598 features/5/3/attn/clamp/0" [id=598, type=clamp]; -"599 features/5/3/attn/exp/0" [id=599, type=exp]; -"600 features/5/3/attn/mul/1" [id=600, type=mul]; -"601 features/5/3/attn/add/0" [id=601, type=add]; -"602 features/5/3/attn/softmax/0" [id=602, type=softmax]; -"603 features/5/3/attn/dropout/0" [id=603, type=dropout]; -"604 features/5/3/attn/matmul/1" [id=604, type=matmul]; -"605 features/5/3/attn/transpose/1" [id=605, type=transpose]; -"606 features/5/3/attn/reshape/2" [id=606, type=reshape]; -"607 features.5.3.attn.proj.weight" [id=607, type=nncf_model_const]; -"608 features.5.3.attn.proj.bias" [id=608, type=nncf_model_const]; -"609 features/5/3/attn/linear/1" [id=609, type=linear]; -"610 features/5/3/attn/dropout/1" [id=610, type=dropout]; -"611 features/5/3/attn/view/3" [id=611, type=view]; -"612 features/5/3/attn/permute/3" [id=612, type=permute]; -"613 features/5/3/attn/reshape/3" [id=613, type=reshape]; -"614 features/5/3/attn/__getitem__/5" [id=614, type=__getitem__]; -"615 features/5/3/attn/contiguous/1" [id=615, type=contiguous]; -"616 features.5.3.norm1.weight" [id=616, type=nncf_model_const]; -"617 features.5.3.norm1.bias" [id=617, type=nncf_model_const]; -"618 features/5/3/norm1/layer_norm/0" [id=618, type=layer_norm]; -"619 features/5/3/add/0" [id=619, type=add]; -"620 features.5.3.mlp.0.weight" [id=620, type=nncf_model_const]; -"621 features.5.3.mlp.0.bias" [id=621, type=nncf_model_const]; -"622 features/5/3/mlp/0/linear/0" [id=622, type=linear]; -"623 features/5/3/mlp/1/gelu/0" [id=623, type=gelu]; -"624 features/5/3/mlp/2/dropout/0" [id=624, type=dropout]; -"625 features.5.3.mlp.3.weight" [id=625, type=nncf_model_const]; -"626 features.5.3.mlp.3.bias" [id=626, type=nncf_model_const]; -"627 features/5/3/mlp/3/linear/0" [id=627, type=linear]; -"628 features/5/3/mlp/4/dropout/0" [id=628, type=dropout]; -"629 features.5.3.norm2.weight" [id=629, type=nncf_model_const]; -"630 features.5.3.norm2.bias" [id=630, type=nncf_model_const]; -"631 features/5/3/norm2/layer_norm/0" [id=631, type=layer_norm]; -"632 features/5/3/add/1" [id=632, type=add]; -"633 features.5.4.attn.relative_coords_table" [id=633, type=nncf_model_const]; -"634 features.5.4.attn.cpb_mlp.0.weight" [id=634, type=nncf_model_const]; -"635 features.5.4.attn.cpb_mlp.0.bias" [id=635, type=nncf_model_const]; -"636 features/5/4/attn/cpb_mlp/0/linear/0" [id=636, type=linear]; -"637 features/5/4/attn/cpb_mlp/1/relu_/0" [id=637, type=relu_]; -"638 features.5.4.attn.cpb_mlp.2.weight" [id=638, type=nncf_model_const]; -"639 features/5/4/attn/cpb_mlp/2/linear/0" [id=639, type=linear]; -"640 features/5/4/attn/view/0" [id=640, type=view]; -"641 features.5.4.attn.relative_position_index" [id=641, type=nncf_model_const]; -"642 features/5/4/attn/__getitem__/0" [id=642, type=__getitem__]; -"643 features/5/4/attn/view/1" [id=643, type=view]; -"644 features/5/4/attn/permute/0" [id=644, type=permute]; -"645 features/5/4/attn/contiguous/0" [id=645, type=contiguous]; -"646 features/5/4/attn/unsqueeze/0" [id=646, type=unsqueeze]; -"647 features/5/4/attn/sigmoid/0" [id=647, type=sigmoid]; -"648 features/5/4/attn/mul/0" [id=648, type=mul]; -"649 features/5/4/attn/pad/0" [id=649, type=pad]; -"650 features/5/4/attn/view/2" [id=650, type=view]; -"651 features/5/4/attn/permute/1" [id=651, type=permute]; -"652 features/5/4/attn/reshape/0" [id=652, type=reshape]; -"653 features.5.4.attn.qkv.bias" [id=653, type=nncf_model_const]; -"654 features/5/4/attn/clone/0" [id=654, type=clone]; -"655 features/5/4/attn/numel/0" [id=655, type=numel]; -"656 features/5/4/attn/__getitem__/1" [id=656, type=__getitem__]; -"657 features/5/4/attn/zero_/0" [id=657, type=zero_]; -"658 features.5.4.attn.qkv.weight" [id=658, type=nncf_model_const]; -"659 features/5/4/attn/linear/0" [id=659, type=linear]; -"660 features/5/4/attn/reshape/1" [id=660, type=reshape]; -"661 features/5/4/attn/permute/2" [id=661, type=permute]; -"662 features/5/4/attn/__getitem__/2" [id=662, type=__getitem__]; -"663 features/5/4/attn/__getitem__/3" [id=663, type=__getitem__]; -"664 features/5/4/attn/__getitem__/4" [id=664, type=__getitem__]; -"665 features/5/4/attn/normalize/0" [id=665, type=normalize]; -"666 features/5/4/attn/normalize/1" [id=666, type=normalize]; -"667 features/5/4/attn/transpose/0" [id=667, type=transpose]; -"668 features/5/4/attn/matmul/0" [id=668, type=matmul]; -"669 features.5.4.attn.logit_scale" [id=669, type=nncf_model_const]; -"670 features/5/4/attn/clamp/0" [id=670, type=clamp]; -"671 features/5/4/attn/exp/0" [id=671, type=exp]; -"672 features/5/4/attn/mul/1" [id=672, type=mul]; -"673 features/5/4/attn/add/0" [id=673, type=add]; -"674 features/5/4/attn/softmax/0" [id=674, type=softmax]; -"675 features/5/4/attn/dropout/0" [id=675, type=dropout]; -"676 features/5/4/attn/matmul/1" [id=676, type=matmul]; -"677 features/5/4/attn/transpose/1" [id=677, type=transpose]; -"678 features/5/4/attn/reshape/2" [id=678, type=reshape]; -"679 features.5.4.attn.proj.weight" [id=679, type=nncf_model_const]; -"680 features.5.4.attn.proj.bias" [id=680, type=nncf_model_const]; -"681 features/5/4/attn/linear/1" [id=681, type=linear]; -"682 features/5/4/attn/dropout/1" [id=682, type=dropout]; -"683 features/5/4/attn/view/3" [id=683, type=view]; -"684 features/5/4/attn/permute/3" [id=684, type=permute]; -"685 features/5/4/attn/reshape/3" [id=685, type=reshape]; -"686 features/5/4/attn/__getitem__/5" [id=686, type=__getitem__]; -"687 features/5/4/attn/contiguous/1" [id=687, type=contiguous]; -"688 features.5.4.norm1.weight" [id=688, type=nncf_model_const]; -"689 features.5.4.norm1.bias" [id=689, type=nncf_model_const]; -"690 features/5/4/norm1/layer_norm/0" [id=690, type=layer_norm]; -"691 features/5/4/add/0" [id=691, type=add]; -"692 features.5.4.mlp.0.weight" [id=692, type=nncf_model_const]; -"693 features.5.4.mlp.0.bias" [id=693, type=nncf_model_const]; -"694 features/5/4/mlp/0/linear/0" [id=694, type=linear]; -"695 features/5/4/mlp/1/gelu/0" [id=695, type=gelu]; -"696 features/5/4/mlp/2/dropout/0" [id=696, type=dropout]; -"697 features.5.4.mlp.3.weight" [id=697, type=nncf_model_const]; -"698 features.5.4.mlp.3.bias" [id=698, type=nncf_model_const]; -"699 features/5/4/mlp/3/linear/0" [id=699, type=linear]; -"700 features/5/4/mlp/4/dropout/0" [id=700, type=dropout]; -"701 features.5.4.norm2.weight" [id=701, type=nncf_model_const]; -"702 features.5.4.norm2.bias" [id=702, type=nncf_model_const]; -"703 features/5/4/norm2/layer_norm/0" [id=703, type=layer_norm]; -"704 features/5/4/add/1" [id=704, type=add]; -"705 features.5.5.attn.relative_coords_table" [id=705, type=nncf_model_const]; -"706 features.5.5.attn.cpb_mlp.0.weight" [id=706, type=nncf_model_const]; -"707 features.5.5.attn.cpb_mlp.0.bias" [id=707, type=nncf_model_const]; -"708 features/5/5/attn/cpb_mlp/0/linear/0" [id=708, type=linear]; -"709 features/5/5/attn/cpb_mlp/1/relu_/0" [id=709, type=relu_]; -"710 features.5.5.attn.cpb_mlp.2.weight" [id=710, type=nncf_model_const]; -"711 features/5/5/attn/cpb_mlp/2/linear/0" [id=711, type=linear]; -"712 features/5/5/attn/view/0" [id=712, type=view]; -"713 features.5.5.attn.relative_position_index" [id=713, type=nncf_model_const]; -"714 features/5/5/attn/__getitem__/0" [id=714, type=__getitem__]; -"715 features/5/5/attn/view/1" [id=715, type=view]; -"716 features/5/5/attn/permute/0" [id=716, type=permute]; -"717 features/5/5/attn/contiguous/0" [id=717, type=contiguous]; -"718 features/5/5/attn/unsqueeze/0" [id=718, type=unsqueeze]; -"719 features/5/5/attn/sigmoid/0" [id=719, type=sigmoid]; -"720 features/5/5/attn/mul/0" [id=720, type=mul]; -"721 features/5/5/attn/pad/0" [id=721, type=pad]; -"722 features/5/5/attn/view/2" [id=722, type=view]; -"723 features/5/5/attn/permute/1" [id=723, type=permute]; -"724 features/5/5/attn/reshape/0" [id=724, type=reshape]; -"725 features.5.5.attn.qkv.bias" [id=725, type=nncf_model_const]; -"726 features/5/5/attn/clone/0" [id=726, type=clone]; -"727 features/5/5/attn/numel/0" [id=727, type=numel]; -"728 features/5/5/attn/__getitem__/1" [id=728, type=__getitem__]; -"729 features/5/5/attn/zero_/0" [id=729, type=zero_]; -"730 features.5.5.attn.qkv.weight" [id=730, type=nncf_model_const]; -"731 features/5/5/attn/linear/0" [id=731, type=linear]; -"732 features/5/5/attn/reshape/1" [id=732, type=reshape]; -"733 features/5/5/attn/permute/2" [id=733, type=permute]; -"734 features/5/5/attn/__getitem__/2" [id=734, type=__getitem__]; -"735 features/5/5/attn/__getitem__/3" [id=735, type=__getitem__]; -"736 features/5/5/attn/__getitem__/4" [id=736, type=__getitem__]; -"737 features/5/5/attn/normalize/0" [id=737, type=normalize]; -"738 features/5/5/attn/normalize/1" [id=738, type=normalize]; -"739 features/5/5/attn/transpose/0" [id=739, type=transpose]; -"740 features/5/5/attn/matmul/0" [id=740, type=matmul]; -"741 features.5.5.attn.logit_scale" [id=741, type=nncf_model_const]; -"742 features/5/5/attn/clamp/0" [id=742, type=clamp]; -"743 features/5/5/attn/exp/0" [id=743, type=exp]; -"744 features/5/5/attn/mul/1" [id=744, type=mul]; -"745 features/5/5/attn/add/0" [id=745, type=add]; -"746 features/5/5/attn/softmax/0" [id=746, type=softmax]; -"747 features/5/5/attn/dropout/0" [id=747, type=dropout]; -"748 features/5/5/attn/matmul/1" [id=748, type=matmul]; -"749 features/5/5/attn/transpose/1" [id=749, type=transpose]; -"750 features/5/5/attn/reshape/2" [id=750, type=reshape]; -"751 features.5.5.attn.proj.weight" [id=751, type=nncf_model_const]; -"752 features.5.5.attn.proj.bias" [id=752, type=nncf_model_const]; -"753 features/5/5/attn/linear/1" [id=753, type=linear]; -"754 features/5/5/attn/dropout/1" [id=754, type=dropout]; -"755 features/5/5/attn/view/3" [id=755, type=view]; -"756 features/5/5/attn/permute/3" [id=756, type=permute]; -"757 features/5/5/attn/reshape/3" [id=757, type=reshape]; -"758 features/5/5/attn/__getitem__/5" [id=758, type=__getitem__]; -"759 features/5/5/attn/contiguous/1" [id=759, type=contiguous]; -"760 features.5.5.norm1.weight" [id=760, type=nncf_model_const]; -"761 features.5.5.norm1.bias" [id=761, type=nncf_model_const]; -"762 features/5/5/norm1/layer_norm/0" [id=762, type=layer_norm]; -"763 features/5/5/add/0" [id=763, type=add]; -"764 features.5.5.mlp.0.weight" [id=764, type=nncf_model_const]; -"765 features.5.5.mlp.0.bias" [id=765, type=nncf_model_const]; -"766 features/5/5/mlp/0/linear/0" [id=766, type=linear]; -"767 features/5/5/mlp/1/gelu/0" [id=767, type=gelu]; -"768 features/5/5/mlp/2/dropout/0" [id=768, type=dropout]; -"769 features.5.5.mlp.3.weight" [id=769, type=nncf_model_const]; -"770 features.5.5.mlp.3.bias" [id=770, type=nncf_model_const]; -"771 features/5/5/mlp/3/linear/0" [id=771, type=linear]; -"772 features/5/5/mlp/4/dropout/0" [id=772, type=dropout]; -"773 features.5.5.norm2.weight" [id=773, type=nncf_model_const]; -"774 features.5.5.norm2.bias" [id=774, type=nncf_model_const]; -"775 features/5/5/norm2/layer_norm/0" [id=775, type=layer_norm]; -"776 features/5/5/add/1" [id=776, type=add]; -"777 features.5.6.attn.relative_coords_table" [id=777, type=nncf_model_const]; -"778 features.5.6.attn.cpb_mlp.0.weight" [id=778, type=nncf_model_const]; -"779 features.5.6.attn.cpb_mlp.0.bias" [id=779, type=nncf_model_const]; -"780 features/5/6/attn/cpb_mlp/0/linear/0" [id=780, type=linear]; -"781 features/5/6/attn/cpb_mlp/1/relu_/0" [id=781, type=relu_]; -"782 features.5.6.attn.cpb_mlp.2.weight" [id=782, type=nncf_model_const]; -"783 features/5/6/attn/cpb_mlp/2/linear/0" [id=783, type=linear]; -"784 features/5/6/attn/view/0" [id=784, type=view]; -"785 features.5.6.attn.relative_position_index" [id=785, type=nncf_model_const]; -"786 features/5/6/attn/__getitem__/0" [id=786, type=__getitem__]; -"787 features/5/6/attn/view/1" [id=787, type=view]; -"788 features/5/6/attn/permute/0" [id=788, type=permute]; -"789 features/5/6/attn/contiguous/0" [id=789, type=contiguous]; -"790 features/5/6/attn/unsqueeze/0" [id=790, type=unsqueeze]; -"791 features/5/6/attn/sigmoid/0" [id=791, type=sigmoid]; -"792 features/5/6/attn/mul/0" [id=792, type=mul]; -"793 features/5/6/attn/pad/0" [id=793, type=pad]; -"794 features/5/6/attn/view/2" [id=794, type=view]; -"795 features/5/6/attn/permute/1" [id=795, type=permute]; -"796 features/5/6/attn/reshape/0" [id=796, type=reshape]; -"797 features.5.6.attn.qkv.bias" [id=797, type=nncf_model_const]; -"798 features/5/6/attn/clone/0" [id=798, type=clone]; -"799 features/5/6/attn/numel/0" [id=799, type=numel]; -"800 features/5/6/attn/__getitem__/1" [id=800, type=__getitem__]; -"801 features/5/6/attn/zero_/0" [id=801, type=zero_]; -"802 features.5.6.attn.qkv.weight" [id=802, type=nncf_model_const]; -"803 features/5/6/attn/linear/0" [id=803, type=linear]; -"804 features/5/6/attn/reshape/1" [id=804, type=reshape]; -"805 features/5/6/attn/permute/2" [id=805, type=permute]; -"806 features/5/6/attn/__getitem__/2" [id=806, type=__getitem__]; -"807 features/5/6/attn/__getitem__/3" [id=807, type=__getitem__]; -"808 features/5/6/attn/__getitem__/4" [id=808, type=__getitem__]; -"809 features/5/6/attn/normalize/0" [id=809, type=normalize]; -"810 features/5/6/attn/normalize/1" [id=810, type=normalize]; -"811 features/5/6/attn/transpose/0" [id=811, type=transpose]; -"812 features/5/6/attn/matmul/0" [id=812, type=matmul]; -"813 features.5.6.attn.logit_scale" [id=813, type=nncf_model_const]; -"814 features/5/6/attn/clamp/0" [id=814, type=clamp]; -"815 features/5/6/attn/exp/0" [id=815, type=exp]; -"816 features/5/6/attn/mul/1" [id=816, type=mul]; -"817 features/5/6/attn/add/0" [id=817, type=add]; -"818 features/5/6/attn/softmax/0" [id=818, type=softmax]; -"819 features/5/6/attn/dropout/0" [id=819, type=dropout]; -"820 features/5/6/attn/matmul/1" [id=820, type=matmul]; -"821 features/5/6/attn/transpose/1" [id=821, type=transpose]; -"822 features/5/6/attn/reshape/2" [id=822, type=reshape]; -"823 features.5.6.attn.proj.weight" [id=823, type=nncf_model_const]; -"824 features.5.6.attn.proj.bias" [id=824, type=nncf_model_const]; -"825 features/5/6/attn/linear/1" [id=825, type=linear]; -"826 features/5/6/attn/dropout/1" [id=826, type=dropout]; -"827 features/5/6/attn/view/3" [id=827, type=view]; -"828 features/5/6/attn/permute/3" [id=828, type=permute]; -"829 features/5/6/attn/reshape/3" [id=829, type=reshape]; -"830 features/5/6/attn/__getitem__/5" [id=830, type=__getitem__]; -"831 features/5/6/attn/contiguous/1" [id=831, type=contiguous]; -"832 features.5.6.norm1.weight" [id=832, type=nncf_model_const]; -"833 features.5.6.norm1.bias" [id=833, type=nncf_model_const]; -"834 features/5/6/norm1/layer_norm/0" [id=834, type=layer_norm]; -"835 features/5/6/add/0" [id=835, type=add]; -"836 features.5.6.mlp.0.weight" [id=836, type=nncf_model_const]; -"837 features.5.6.mlp.0.bias" [id=837, type=nncf_model_const]; -"838 features/5/6/mlp/0/linear/0" [id=838, type=linear]; -"839 features/5/6/mlp/1/gelu/0" [id=839, type=gelu]; -"840 features/5/6/mlp/2/dropout/0" [id=840, type=dropout]; -"841 features.5.6.mlp.3.weight" [id=841, type=nncf_model_const]; -"842 features.5.6.mlp.3.bias" [id=842, type=nncf_model_const]; -"843 features/5/6/mlp/3/linear/0" [id=843, type=linear]; -"844 features/5/6/mlp/4/dropout/0" [id=844, type=dropout]; -"845 features.5.6.norm2.weight" [id=845, type=nncf_model_const]; -"846 features.5.6.norm2.bias" [id=846, type=nncf_model_const]; -"847 features/5/6/norm2/layer_norm/0" [id=847, type=layer_norm]; -"848 features/5/6/add/1" [id=848, type=add]; -"849 features.5.7.attn.relative_coords_table" [id=849, type=nncf_model_const]; -"850 features.5.7.attn.cpb_mlp.0.weight" [id=850, type=nncf_model_const]; -"851 features.5.7.attn.cpb_mlp.0.bias" [id=851, type=nncf_model_const]; -"852 features/5/7/attn/cpb_mlp/0/linear/0" [id=852, type=linear]; -"853 features/5/7/attn/cpb_mlp/1/relu_/0" [id=853, type=relu_]; -"854 features.5.7.attn.cpb_mlp.2.weight" [id=854, type=nncf_model_const]; -"855 features/5/7/attn/cpb_mlp/2/linear/0" [id=855, type=linear]; -"856 features/5/7/attn/view/0" [id=856, type=view]; -"857 features.5.7.attn.relative_position_index" [id=857, type=nncf_model_const]; -"858 features/5/7/attn/__getitem__/0" [id=858, type=__getitem__]; -"859 features/5/7/attn/view/1" [id=859, type=view]; -"860 features/5/7/attn/permute/0" [id=860, type=permute]; -"861 features/5/7/attn/contiguous/0" [id=861, type=contiguous]; -"862 features/5/7/attn/unsqueeze/0" [id=862, type=unsqueeze]; -"863 features/5/7/attn/sigmoid/0" [id=863, type=sigmoid]; -"864 features/5/7/attn/mul/0" [id=864, type=mul]; -"865 features/5/7/attn/pad/0" [id=865, type=pad]; -"866 features/5/7/attn/view/2" [id=866, type=view]; -"867 features/5/7/attn/permute/1" [id=867, type=permute]; -"868 features/5/7/attn/reshape/0" [id=868, type=reshape]; -"869 features.5.7.attn.qkv.bias" [id=869, type=nncf_model_const]; -"870 features/5/7/attn/clone/0" [id=870, type=clone]; -"871 features/5/7/attn/numel/0" [id=871, type=numel]; -"872 features/5/7/attn/__getitem__/1" [id=872, type=__getitem__]; -"873 features/5/7/attn/zero_/0" [id=873, type=zero_]; -"874 features.5.7.attn.qkv.weight" [id=874, type=nncf_model_const]; -"875 features/5/7/attn/linear/0" [id=875, type=linear]; -"876 features/5/7/attn/reshape/1" [id=876, type=reshape]; -"877 features/5/7/attn/permute/2" [id=877, type=permute]; -"878 features/5/7/attn/__getitem__/2" [id=878, type=__getitem__]; -"879 features/5/7/attn/__getitem__/3" [id=879, type=__getitem__]; -"880 features/5/7/attn/__getitem__/4" [id=880, type=__getitem__]; -"881 features/5/7/attn/normalize/0" [id=881, type=normalize]; -"882 features/5/7/attn/normalize/1" [id=882, type=normalize]; -"883 features/5/7/attn/transpose/0" [id=883, type=transpose]; -"884 features/5/7/attn/matmul/0" [id=884, type=matmul]; -"885 features.5.7.attn.logit_scale" [id=885, type=nncf_model_const]; -"886 features/5/7/attn/clamp/0" [id=886, type=clamp]; -"887 features/5/7/attn/exp/0" [id=887, type=exp]; -"888 features/5/7/attn/mul/1" [id=888, type=mul]; -"889 features/5/7/attn/add/0" [id=889, type=add]; -"890 features/5/7/attn/softmax/0" [id=890, type=softmax]; -"891 features/5/7/attn/dropout/0" [id=891, type=dropout]; -"892 features/5/7/attn/matmul/1" [id=892, type=matmul]; -"893 features/5/7/attn/transpose/1" [id=893, type=transpose]; -"894 features/5/7/attn/reshape/2" [id=894, type=reshape]; -"895 features.5.7.attn.proj.weight" [id=895, type=nncf_model_const]; -"896 features.5.7.attn.proj.bias" [id=896, type=nncf_model_const]; -"897 features/5/7/attn/linear/1" [id=897, type=linear]; -"898 features/5/7/attn/dropout/1" [id=898, type=dropout]; -"899 features/5/7/attn/view/3" [id=899, type=view]; -"900 features/5/7/attn/permute/3" [id=900, type=permute]; -"901 features/5/7/attn/reshape/3" [id=901, type=reshape]; -"902 features/5/7/attn/__getitem__/5" [id=902, type=__getitem__]; -"903 features/5/7/attn/contiguous/1" [id=903, type=contiguous]; -"904 features.5.7.norm1.weight" [id=904, type=nncf_model_const]; -"905 features.5.7.norm1.bias" [id=905, type=nncf_model_const]; -"906 features/5/7/norm1/layer_norm/0" [id=906, type=layer_norm]; -"907 features/5/7/add/0" [id=907, type=add]; -"908 features.5.7.mlp.0.weight" [id=908, type=nncf_model_const]; -"909 features.5.7.mlp.0.bias" [id=909, type=nncf_model_const]; -"910 features/5/7/mlp/0/linear/0" [id=910, type=linear]; -"911 features/5/7/mlp/1/gelu/0" [id=911, type=gelu]; -"912 features/5/7/mlp/2/dropout/0" [id=912, type=dropout]; -"913 features.5.7.mlp.3.weight" [id=913, type=nncf_model_const]; -"914 features.5.7.mlp.3.bias" [id=914, type=nncf_model_const]; -"915 features/5/7/mlp/3/linear/0" [id=915, type=linear]; -"916 features/5/7/mlp/4/dropout/0" [id=916, type=dropout]; -"917 features.5.7.norm2.weight" [id=917, type=nncf_model_const]; -"918 features.5.7.norm2.bias" [id=918, type=nncf_model_const]; -"919 features/5/7/norm2/layer_norm/0" [id=919, type=layer_norm]; -"920 features/5/7/add/1" [id=920, type=add]; -"921 features.5.8.attn.relative_coords_table" [id=921, type=nncf_model_const]; -"922 features.5.8.attn.cpb_mlp.0.weight" [id=922, type=nncf_model_const]; -"923 features.5.8.attn.cpb_mlp.0.bias" [id=923, type=nncf_model_const]; -"924 features/5/8/attn/cpb_mlp/0/linear/0" [id=924, type=linear]; -"925 features/5/8/attn/cpb_mlp/1/relu_/0" [id=925, type=relu_]; -"926 features.5.8.attn.cpb_mlp.2.weight" [id=926, type=nncf_model_const]; -"927 features/5/8/attn/cpb_mlp/2/linear/0" [id=927, type=linear]; -"928 features/5/8/attn/view/0" [id=928, type=view]; -"929 features.5.8.attn.relative_position_index" [id=929, type=nncf_model_const]; -"930 features/5/8/attn/__getitem__/0" [id=930, type=__getitem__]; -"931 features/5/8/attn/view/1" [id=931, type=view]; -"932 features/5/8/attn/permute/0" [id=932, type=permute]; -"933 features/5/8/attn/contiguous/0" [id=933, type=contiguous]; -"934 features/5/8/attn/unsqueeze/0" [id=934, type=unsqueeze]; -"935 features/5/8/attn/sigmoid/0" [id=935, type=sigmoid]; -"936 features/5/8/attn/mul/0" [id=936, type=mul]; -"937 features/5/8/attn/pad/0" [id=937, type=pad]; -"938 features/5/8/attn/view/2" [id=938, type=view]; -"939 features/5/8/attn/permute/1" [id=939, type=permute]; -"940 features/5/8/attn/reshape/0" [id=940, type=reshape]; -"941 features.5.8.attn.qkv.bias" [id=941, type=nncf_model_const]; -"942 features/5/8/attn/clone/0" [id=942, type=clone]; -"943 features/5/8/attn/numel/0" [id=943, type=numel]; -"944 features/5/8/attn/__getitem__/1" [id=944, type=__getitem__]; -"945 features/5/8/attn/zero_/0" [id=945, type=zero_]; -"946 features.5.8.attn.qkv.weight" [id=946, type=nncf_model_const]; -"947 features/5/8/attn/linear/0" [id=947, type=linear]; -"948 features/5/8/attn/reshape/1" [id=948, type=reshape]; -"949 features/5/8/attn/permute/2" [id=949, type=permute]; -"950 features/5/8/attn/__getitem__/2" [id=950, type=__getitem__]; -"951 features/5/8/attn/__getitem__/3" [id=951, type=__getitem__]; -"952 features/5/8/attn/__getitem__/4" [id=952, type=__getitem__]; -"953 features/5/8/attn/normalize/0" [id=953, type=normalize]; -"954 features/5/8/attn/normalize/1" [id=954, type=normalize]; -"955 features/5/8/attn/transpose/0" [id=955, type=transpose]; -"956 features/5/8/attn/matmul/0" [id=956, type=matmul]; -"957 features.5.8.attn.logit_scale" [id=957, type=nncf_model_const]; -"958 features/5/8/attn/clamp/0" [id=958, type=clamp]; -"959 features/5/8/attn/exp/0" [id=959, type=exp]; -"960 features/5/8/attn/mul/1" [id=960, type=mul]; -"961 features/5/8/attn/add/0" [id=961, type=add]; -"962 features/5/8/attn/softmax/0" [id=962, type=softmax]; -"963 features/5/8/attn/dropout/0" [id=963, type=dropout]; -"964 features/5/8/attn/matmul/1" [id=964, type=matmul]; -"965 features/5/8/attn/transpose/1" [id=965, type=transpose]; -"966 features/5/8/attn/reshape/2" [id=966, type=reshape]; -"967 features.5.8.attn.proj.weight" [id=967, type=nncf_model_const]; -"968 features.5.8.attn.proj.bias" [id=968, type=nncf_model_const]; -"969 features/5/8/attn/linear/1" [id=969, type=linear]; -"970 features/5/8/attn/dropout/1" [id=970, type=dropout]; -"971 features/5/8/attn/view/3" [id=971, type=view]; -"972 features/5/8/attn/permute/3" [id=972, type=permute]; -"973 features/5/8/attn/reshape/3" [id=973, type=reshape]; -"974 features/5/8/attn/__getitem__/5" [id=974, type=__getitem__]; -"975 features/5/8/attn/contiguous/1" [id=975, type=contiguous]; -"976 features.5.8.norm1.weight" [id=976, type=nncf_model_const]; -"977 features.5.8.norm1.bias" [id=977, type=nncf_model_const]; -"978 features/5/8/norm1/layer_norm/0" [id=978, type=layer_norm]; -"979 features/5/8/add/0" [id=979, type=add]; -"980 features.5.8.mlp.0.weight" [id=980, type=nncf_model_const]; -"981 features.5.8.mlp.0.bias" [id=981, type=nncf_model_const]; -"982 features/5/8/mlp/0/linear/0" [id=982, type=linear]; -"983 features/5/8/mlp/1/gelu/0" [id=983, type=gelu]; -"984 features/5/8/mlp/2/dropout/0" [id=984, type=dropout]; -"985 features.5.8.mlp.3.weight" [id=985, type=nncf_model_const]; -"986 features.5.8.mlp.3.bias" [id=986, type=nncf_model_const]; -"987 features/5/8/mlp/3/linear/0" [id=987, type=linear]; -"988 features/5/8/mlp/4/dropout/0" [id=988, type=dropout]; -"989 features.5.8.norm2.weight" [id=989, type=nncf_model_const]; -"990 features.5.8.norm2.bias" [id=990, type=nncf_model_const]; -"991 features/5/8/norm2/layer_norm/0" [id=991, type=layer_norm]; -"992 features/5/8/add/1" [id=992, type=add]; -"993 features.5.9.attn.relative_coords_table" [id=993, type=nncf_model_const]; -"994 features.5.9.attn.cpb_mlp.0.weight" [id=994, type=nncf_model_const]; -"995 features.5.9.attn.cpb_mlp.0.bias" [id=995, type=nncf_model_const]; -"996 features/5/9/attn/cpb_mlp/0/linear/0" [id=996, type=linear]; -"997 features/5/9/attn/cpb_mlp/1/relu_/0" [id=997, type=relu_]; -"998 features.5.9.attn.cpb_mlp.2.weight" [id=998, type=nncf_model_const]; -"999 features/5/9/attn/cpb_mlp/2/linear/0" [id=999, type=linear]; -"1000 features/5/9/attn/view/0" [id=1000, type=view]; -"1001 features.5.9.attn.relative_position_index" [id=1001, type=nncf_model_const]; -"1002 features/5/9/attn/__getitem__/0" [id=1002, type=__getitem__]; -"1003 features/5/9/attn/view/1" [id=1003, type=view]; -"1004 features/5/9/attn/permute/0" [id=1004, type=permute]; -"1005 features/5/9/attn/contiguous/0" [id=1005, type=contiguous]; -"1006 features/5/9/attn/unsqueeze/0" [id=1006, type=unsqueeze]; -"1007 features/5/9/attn/sigmoid/0" [id=1007, type=sigmoid]; -"1008 features/5/9/attn/mul/0" [id=1008, type=mul]; -"1009 features/5/9/attn/pad/0" [id=1009, type=pad]; -"1010 features/5/9/attn/view/2" [id=1010, type=view]; -"1011 features/5/9/attn/permute/1" [id=1011, type=permute]; -"1012 features/5/9/attn/reshape/0" [id=1012, type=reshape]; -"1013 features.5.9.attn.qkv.bias" [id=1013, type=nncf_model_const]; -"1014 features/5/9/attn/clone/0" [id=1014, type=clone]; -"1015 features/5/9/attn/numel/0" [id=1015, type=numel]; -"1016 features/5/9/attn/__getitem__/1" [id=1016, type=__getitem__]; -"1017 features/5/9/attn/zero_/0" [id=1017, type=zero_]; -"1018 features.5.9.attn.qkv.weight" [id=1018, type=nncf_model_const]; -"1019 features/5/9/attn/linear/0" [id=1019, type=linear]; -"1020 features/5/9/attn/reshape/1" [id=1020, type=reshape]; -"1021 features/5/9/attn/permute/2" [id=1021, type=permute]; -"1022 features/5/9/attn/__getitem__/2" [id=1022, type=__getitem__]; -"1023 features/5/9/attn/__getitem__/3" [id=1023, type=__getitem__]; -"1024 features/5/9/attn/__getitem__/4" [id=1024, type=__getitem__]; -"1025 features/5/9/attn/normalize/0" [id=1025, type=normalize]; -"1026 features/5/9/attn/normalize/1" [id=1026, type=normalize]; -"1027 features/5/9/attn/transpose/0" [id=1027, type=transpose]; -"1028 features/5/9/attn/matmul/0" [id=1028, type=matmul]; -"1029 features.5.9.attn.logit_scale" [id=1029, type=nncf_model_const]; -"1030 features/5/9/attn/clamp/0" [id=1030, type=clamp]; -"1031 features/5/9/attn/exp/0" [id=1031, type=exp]; -"1032 features/5/9/attn/mul/1" [id=1032, type=mul]; -"1033 features/5/9/attn/add/0" [id=1033, type=add]; -"1034 features/5/9/attn/softmax/0" [id=1034, type=softmax]; -"1035 features/5/9/attn/dropout/0" [id=1035, type=dropout]; -"1036 features/5/9/attn/matmul/1" [id=1036, type=matmul]; -"1037 features/5/9/attn/transpose/1" [id=1037, type=transpose]; -"1038 features/5/9/attn/reshape/2" [id=1038, type=reshape]; -"1039 features.5.9.attn.proj.weight" [id=1039, type=nncf_model_const]; -"1040 features.5.9.attn.proj.bias" [id=1040, type=nncf_model_const]; -"1041 features/5/9/attn/linear/1" [id=1041, type=linear]; -"1042 features/5/9/attn/dropout/1" [id=1042, type=dropout]; -"1043 features/5/9/attn/view/3" [id=1043, type=view]; -"1044 features/5/9/attn/permute/3" [id=1044, type=permute]; -"1045 features/5/9/attn/reshape/3" [id=1045, type=reshape]; -"1046 features/5/9/attn/__getitem__/5" [id=1046, type=__getitem__]; -"1047 features/5/9/attn/contiguous/1" [id=1047, type=contiguous]; -"1048 features.5.9.norm1.weight" [id=1048, type=nncf_model_const]; -"1049 features.5.9.norm1.bias" [id=1049, type=nncf_model_const]; -"1050 features/5/9/norm1/layer_norm/0" [id=1050, type=layer_norm]; -"1051 features/5/9/add/0" [id=1051, type=add]; -"1052 features.5.9.mlp.0.weight" [id=1052, type=nncf_model_const]; -"1053 features.5.9.mlp.0.bias" [id=1053, type=nncf_model_const]; -"1054 features/5/9/mlp/0/linear/0" [id=1054, type=linear]; -"1055 features/5/9/mlp/1/gelu/0" [id=1055, type=gelu]; -"1056 features/5/9/mlp/2/dropout/0" [id=1056, type=dropout]; -"1057 features.5.9.mlp.3.weight" [id=1057, type=nncf_model_const]; -"1058 features.5.9.mlp.3.bias" [id=1058, type=nncf_model_const]; -"1059 features/5/9/mlp/3/linear/0" [id=1059, type=linear]; -"1060 features/5/9/mlp/4/dropout/0" [id=1060, type=dropout]; -"1061 features.5.9.norm2.weight" [id=1061, type=nncf_model_const]; -"1062 features.5.9.norm2.bias" [id=1062, type=nncf_model_const]; -"1063 features/5/9/norm2/layer_norm/0" [id=1063, type=layer_norm]; -"1064 features/5/9/add/1" [id=1064, type=add]; -"1065 features.5.10.attn.relative_coords_table" [id=1065, type=nncf_model_const]; -"1066 features.5.10.attn.cpb_mlp.0.weight" [id=1066, type=nncf_model_const]; -"1067 features.5.10.attn.cpb_mlp.0.bias" [id=1067, type=nncf_model_const]; -"1068 features/5/10/attn/cpb_mlp/0/linear/0" [id=1068, type=linear]; -"1069 features/5/10/attn/cpb_mlp/1/relu_/0" [id=1069, type=relu_]; -"1070 features.5.10.attn.cpb_mlp.2.weight" [id=1070, type=nncf_model_const]; -"1071 features/5/10/attn/cpb_mlp/2/linear/0" [id=1071, type=linear]; -"1072 features/5/10/attn/view/0" [id=1072, type=view]; -"1073 features.5.10.attn.relative_position_index" [id=1073, type=nncf_model_const]; -"1074 features/5/10/attn/__getitem__/0" [id=1074, type=__getitem__]; -"1075 features/5/10/attn/view/1" [id=1075, type=view]; -"1076 features/5/10/attn/permute/0" [id=1076, type=permute]; -"1077 features/5/10/attn/contiguous/0" [id=1077, type=contiguous]; -"1078 features/5/10/attn/unsqueeze/0" [id=1078, type=unsqueeze]; -"1079 features/5/10/attn/sigmoid/0" [id=1079, type=sigmoid]; -"1080 features/5/10/attn/mul/0" [id=1080, type=mul]; -"1081 features/5/10/attn/pad/0" [id=1081, type=pad]; -"1082 features/5/10/attn/view/2" [id=1082, type=view]; -"1083 features/5/10/attn/permute/1" [id=1083, type=permute]; -"1084 features/5/10/attn/reshape/0" [id=1084, type=reshape]; -"1085 features.5.10.attn.qkv.bias" [id=1085, type=nncf_model_const]; -"1086 features/5/10/attn/clone/0" [id=1086, type=clone]; -"1087 features/5/10/attn/numel/0" [id=1087, type=numel]; -"1088 features/5/10/attn/__getitem__/1" [id=1088, type=__getitem__]; -"1089 features/5/10/attn/zero_/0" [id=1089, type=zero_]; -"1090 features.5.10.attn.qkv.weight" [id=1090, type=nncf_model_const]; -"1091 features/5/10/attn/linear/0" [id=1091, type=linear]; -"1092 features/5/10/attn/reshape/1" [id=1092, type=reshape]; -"1093 features/5/10/attn/permute/2" [id=1093, type=permute]; -"1094 features/5/10/attn/__getitem__/2" [id=1094, type=__getitem__]; -"1095 features/5/10/attn/__getitem__/3" [id=1095, type=__getitem__]; -"1096 features/5/10/attn/__getitem__/4" [id=1096, type=__getitem__]; -"1097 features/5/10/attn/normalize/0" [id=1097, type=normalize]; -"1098 features/5/10/attn/normalize/1" [id=1098, type=normalize]; -"1099 features/5/10/attn/transpose/0" [id=1099, type=transpose]; -"1100 features/5/10/attn/matmul/0" [id=1100, type=matmul]; -"1101 features.5.10.attn.logit_scale" [id=1101, type=nncf_model_const]; -"1102 features/5/10/attn/clamp/0" [id=1102, type=clamp]; -"1103 features/5/10/attn/exp/0" [id=1103, type=exp]; -"1104 features/5/10/attn/mul/1" [id=1104, type=mul]; -"1105 features/5/10/attn/add/0" [id=1105, type=add]; -"1106 features/5/10/attn/softmax/0" [id=1106, type=softmax]; -"1107 features/5/10/attn/dropout/0" [id=1107, type=dropout]; -"1108 features/5/10/attn/matmul/1" [id=1108, type=matmul]; -"1109 features/5/10/attn/transpose/1" [id=1109, type=transpose]; -"1110 features/5/10/attn/reshape/2" [id=1110, type=reshape]; -"1111 features.5.10.attn.proj.weight" [id=1111, type=nncf_model_const]; -"1112 features.5.10.attn.proj.bias" [id=1112, type=nncf_model_const]; -"1113 features/5/10/attn/linear/1" [id=1113, type=linear]; -"1114 features/5/10/attn/dropout/1" [id=1114, type=dropout]; -"1115 features/5/10/attn/view/3" [id=1115, type=view]; -"1116 features/5/10/attn/permute/3" [id=1116, type=permute]; -"1117 features/5/10/attn/reshape/3" [id=1117, type=reshape]; -"1118 features/5/10/attn/__getitem__/5" [id=1118, type=__getitem__]; -"1119 features/5/10/attn/contiguous/1" [id=1119, type=contiguous]; -"1120 features.5.10.norm1.weight" [id=1120, type=nncf_model_const]; -"1121 features.5.10.norm1.bias" [id=1121, type=nncf_model_const]; -"1122 features/5/10/norm1/layer_norm/0" [id=1122, type=layer_norm]; -"1123 features/5/10/add/0" [id=1123, type=add]; -"1124 features.5.10.mlp.0.weight" [id=1124, type=nncf_model_const]; -"1125 features.5.10.mlp.0.bias" [id=1125, type=nncf_model_const]; -"1126 features/5/10/mlp/0/linear/0" [id=1126, type=linear]; -"1127 features/5/10/mlp/1/gelu/0" [id=1127, type=gelu]; -"1128 features/5/10/mlp/2/dropout/0" [id=1128, type=dropout]; -"1129 features.5.10.mlp.3.weight" [id=1129, type=nncf_model_const]; -"1130 features.5.10.mlp.3.bias" [id=1130, type=nncf_model_const]; -"1131 features/5/10/mlp/3/linear/0" [id=1131, type=linear]; -"1132 features/5/10/mlp/4/dropout/0" [id=1132, type=dropout]; -"1133 features.5.10.norm2.weight" [id=1133, type=nncf_model_const]; -"1134 features.5.10.norm2.bias" [id=1134, type=nncf_model_const]; -"1135 features/5/10/norm2/layer_norm/0" [id=1135, type=layer_norm]; -"1136 features/5/10/add/1" [id=1136, type=add]; -"1137 features.5.11.attn.relative_coords_table" [id=1137, type=nncf_model_const]; -"1138 features.5.11.attn.cpb_mlp.0.weight" [id=1138, type=nncf_model_const]; -"1139 features.5.11.attn.cpb_mlp.0.bias" [id=1139, type=nncf_model_const]; -"1140 features/5/11/attn/cpb_mlp/0/linear/0" [id=1140, type=linear]; -"1141 features/5/11/attn/cpb_mlp/1/relu_/0" [id=1141, type=relu_]; -"1142 features.5.11.attn.cpb_mlp.2.weight" [id=1142, type=nncf_model_const]; -"1143 features/5/11/attn/cpb_mlp/2/linear/0" [id=1143, type=linear]; -"1144 features/5/11/attn/view/0" [id=1144, type=view]; -"1145 features.5.11.attn.relative_position_index" [id=1145, type=nncf_model_const]; -"1146 features/5/11/attn/__getitem__/0" [id=1146, type=__getitem__]; -"1147 features/5/11/attn/view/1" [id=1147, type=view]; -"1148 features/5/11/attn/permute/0" [id=1148, type=permute]; -"1149 features/5/11/attn/contiguous/0" [id=1149, type=contiguous]; -"1150 features/5/11/attn/unsqueeze/0" [id=1150, type=unsqueeze]; -"1151 features/5/11/attn/sigmoid/0" [id=1151, type=sigmoid]; -"1152 features/5/11/attn/mul/0" [id=1152, type=mul]; -"1153 features/5/11/attn/pad/0" [id=1153, type=pad]; -"1154 features/5/11/attn/view/2" [id=1154, type=view]; -"1155 features/5/11/attn/permute/1" [id=1155, type=permute]; -"1156 features/5/11/attn/reshape/0" [id=1156, type=reshape]; -"1157 features.5.11.attn.qkv.bias" [id=1157, type=nncf_model_const]; -"1158 features/5/11/attn/clone/0" [id=1158, type=clone]; -"1159 features/5/11/attn/numel/0" [id=1159, type=numel]; -"1160 features/5/11/attn/__getitem__/1" [id=1160, type=__getitem__]; -"1161 features/5/11/attn/zero_/0" [id=1161, type=zero_]; -"1162 features.5.11.attn.qkv.weight" [id=1162, type=nncf_model_const]; -"1163 features/5/11/attn/linear/0" [id=1163, type=linear]; -"1164 features/5/11/attn/reshape/1" [id=1164, type=reshape]; -"1165 features/5/11/attn/permute/2" [id=1165, type=permute]; -"1166 features/5/11/attn/__getitem__/2" [id=1166, type=__getitem__]; -"1167 features/5/11/attn/__getitem__/3" [id=1167, type=__getitem__]; -"1168 features/5/11/attn/__getitem__/4" [id=1168, type=__getitem__]; -"1169 features/5/11/attn/normalize/0" [id=1169, type=normalize]; -"1170 features/5/11/attn/normalize/1" [id=1170, type=normalize]; -"1171 features/5/11/attn/transpose/0" [id=1171, type=transpose]; -"1172 features/5/11/attn/matmul/0" [id=1172, type=matmul]; -"1173 features.5.11.attn.logit_scale" [id=1173, type=nncf_model_const]; -"1174 features/5/11/attn/clamp/0" [id=1174, type=clamp]; -"1175 features/5/11/attn/exp/0" [id=1175, type=exp]; -"1176 features/5/11/attn/mul/1" [id=1176, type=mul]; -"1177 features/5/11/attn/add/0" [id=1177, type=add]; -"1178 features/5/11/attn/softmax/0" [id=1178, type=softmax]; -"1179 features/5/11/attn/dropout/0" [id=1179, type=dropout]; -"1180 features/5/11/attn/matmul/1" [id=1180, type=matmul]; -"1181 features/5/11/attn/transpose/1" [id=1181, type=transpose]; -"1182 features/5/11/attn/reshape/2" [id=1182, type=reshape]; -"1183 features.5.11.attn.proj.weight" [id=1183, type=nncf_model_const]; -"1184 features.5.11.attn.proj.bias" [id=1184, type=nncf_model_const]; -"1185 features/5/11/attn/linear/1" [id=1185, type=linear]; -"1186 features/5/11/attn/dropout/1" [id=1186, type=dropout]; -"1187 features/5/11/attn/view/3" [id=1187, type=view]; -"1188 features/5/11/attn/permute/3" [id=1188, type=permute]; -"1189 features/5/11/attn/reshape/3" [id=1189, type=reshape]; -"1190 features/5/11/attn/__getitem__/5" [id=1190, type=__getitem__]; -"1191 features/5/11/attn/contiguous/1" [id=1191, type=contiguous]; -"1192 features.5.11.norm1.weight" [id=1192, type=nncf_model_const]; -"1193 features.5.11.norm1.bias" [id=1193, type=nncf_model_const]; -"1194 features/5/11/norm1/layer_norm/0" [id=1194, type=layer_norm]; -"1195 features/5/11/add/0" [id=1195, type=add]; -"1196 features.5.11.mlp.0.weight" [id=1196, type=nncf_model_const]; -"1197 features.5.11.mlp.0.bias" [id=1197, type=nncf_model_const]; -"1198 features/5/11/mlp/0/linear/0" [id=1198, type=linear]; -"1199 features/5/11/mlp/1/gelu/0" [id=1199, type=gelu]; -"1200 features/5/11/mlp/2/dropout/0" [id=1200, type=dropout]; -"1201 features.5.11.mlp.3.weight" [id=1201, type=nncf_model_const]; -"1202 features.5.11.mlp.3.bias" [id=1202, type=nncf_model_const]; -"1203 features/5/11/mlp/3/linear/0" [id=1203, type=linear]; -"1204 features/5/11/mlp/4/dropout/0" [id=1204, type=dropout]; -"1205 features.5.11.norm2.weight" [id=1205, type=nncf_model_const]; -"1206 features.5.11.norm2.bias" [id=1206, type=nncf_model_const]; -"1207 features/5/11/norm2/layer_norm/0" [id=1207, type=layer_norm]; -"1208 features/5/11/add/1" [id=1208, type=add]; -"1209 features.5.12.attn.relative_coords_table" [id=1209, type=nncf_model_const]; -"1210 features.5.12.attn.cpb_mlp.0.weight" [id=1210, type=nncf_model_const]; -"1211 features.5.12.attn.cpb_mlp.0.bias" [id=1211, type=nncf_model_const]; -"1212 features/5/12/attn/cpb_mlp/0/linear/0" [id=1212, type=linear]; -"1213 features/5/12/attn/cpb_mlp/1/relu_/0" [id=1213, type=relu_]; -"1214 features.5.12.attn.cpb_mlp.2.weight" [id=1214, type=nncf_model_const]; -"1215 features/5/12/attn/cpb_mlp/2/linear/0" [id=1215, type=linear]; -"1216 features/5/12/attn/view/0" [id=1216, type=view]; -"1217 features.5.12.attn.relative_position_index" [id=1217, type=nncf_model_const]; -"1218 features/5/12/attn/__getitem__/0" [id=1218, type=__getitem__]; -"1219 features/5/12/attn/view/1" [id=1219, type=view]; -"1220 features/5/12/attn/permute/0" [id=1220, type=permute]; -"1221 features/5/12/attn/contiguous/0" [id=1221, type=contiguous]; -"1222 features/5/12/attn/unsqueeze/0" [id=1222, type=unsqueeze]; -"1223 features/5/12/attn/sigmoid/0" [id=1223, type=sigmoid]; -"1224 features/5/12/attn/mul/0" [id=1224, type=mul]; -"1225 features/5/12/attn/pad/0" [id=1225, type=pad]; -"1226 features/5/12/attn/view/2" [id=1226, type=view]; -"1227 features/5/12/attn/permute/1" [id=1227, type=permute]; -"1228 features/5/12/attn/reshape/0" [id=1228, type=reshape]; -"1229 features.5.12.attn.qkv.bias" [id=1229, type=nncf_model_const]; -"1230 features/5/12/attn/clone/0" [id=1230, type=clone]; -"1231 features/5/12/attn/numel/0" [id=1231, type=numel]; -"1232 features/5/12/attn/__getitem__/1" [id=1232, type=__getitem__]; -"1233 features/5/12/attn/zero_/0" [id=1233, type=zero_]; -"1234 features.5.12.attn.qkv.weight" [id=1234, type=nncf_model_const]; -"1235 features/5/12/attn/linear/0" [id=1235, type=linear]; -"1236 features/5/12/attn/reshape/1" [id=1236, type=reshape]; -"1237 features/5/12/attn/permute/2" [id=1237, type=permute]; -"1238 features/5/12/attn/__getitem__/2" [id=1238, type=__getitem__]; -"1239 features/5/12/attn/__getitem__/3" [id=1239, type=__getitem__]; -"1240 features/5/12/attn/__getitem__/4" [id=1240, type=__getitem__]; -"1241 features/5/12/attn/normalize/0" [id=1241, type=normalize]; -"1242 features/5/12/attn/normalize/1" [id=1242, type=normalize]; -"1243 features/5/12/attn/transpose/0" [id=1243, type=transpose]; -"1244 features/5/12/attn/matmul/0" [id=1244, type=matmul]; -"1245 features.5.12.attn.logit_scale" [id=1245, type=nncf_model_const]; -"1246 features/5/12/attn/clamp/0" [id=1246, type=clamp]; -"1247 features/5/12/attn/exp/0" [id=1247, type=exp]; -"1248 features/5/12/attn/mul/1" [id=1248, type=mul]; -"1249 features/5/12/attn/add/0" [id=1249, type=add]; -"1250 features/5/12/attn/softmax/0" [id=1250, type=softmax]; -"1251 features/5/12/attn/dropout/0" [id=1251, type=dropout]; -"1252 features/5/12/attn/matmul/1" [id=1252, type=matmul]; -"1253 features/5/12/attn/transpose/1" [id=1253, type=transpose]; -"1254 features/5/12/attn/reshape/2" [id=1254, type=reshape]; -"1255 features.5.12.attn.proj.weight" [id=1255, type=nncf_model_const]; -"1256 features.5.12.attn.proj.bias" [id=1256, type=nncf_model_const]; -"1257 features/5/12/attn/linear/1" [id=1257, type=linear]; -"1258 features/5/12/attn/dropout/1" [id=1258, type=dropout]; -"1259 features/5/12/attn/view/3" [id=1259, type=view]; -"1260 features/5/12/attn/permute/3" [id=1260, type=permute]; -"1261 features/5/12/attn/reshape/3" [id=1261, type=reshape]; -"1262 features/5/12/attn/__getitem__/5" [id=1262, type=__getitem__]; -"1263 features/5/12/attn/contiguous/1" [id=1263, type=contiguous]; -"1264 features.5.12.norm1.weight" [id=1264, type=nncf_model_const]; -"1265 features.5.12.norm1.bias" [id=1265, type=nncf_model_const]; -"1266 features/5/12/norm1/layer_norm/0" [id=1266, type=layer_norm]; -"1267 features/5/12/add/0" [id=1267, type=add]; -"1268 features.5.12.mlp.0.weight" [id=1268, type=nncf_model_const]; -"1269 features.5.12.mlp.0.bias" [id=1269, type=nncf_model_const]; -"1270 features/5/12/mlp/0/linear/0" [id=1270, type=linear]; -"1271 features/5/12/mlp/1/gelu/0" [id=1271, type=gelu]; -"1272 features/5/12/mlp/2/dropout/0" [id=1272, type=dropout]; -"1273 features.5.12.mlp.3.weight" [id=1273, type=nncf_model_const]; -"1274 features.5.12.mlp.3.bias" [id=1274, type=nncf_model_const]; -"1275 features/5/12/mlp/3/linear/0" [id=1275, type=linear]; -"1276 features/5/12/mlp/4/dropout/0" [id=1276, type=dropout]; -"1277 features.5.12.norm2.weight" [id=1277, type=nncf_model_const]; -"1278 features.5.12.norm2.bias" [id=1278, type=nncf_model_const]; -"1279 features/5/12/norm2/layer_norm/0" [id=1279, type=layer_norm]; -"1280 features/5/12/add/1" [id=1280, type=add]; -"1281 features.5.13.attn.relative_coords_table" [id=1281, type=nncf_model_const]; -"1282 features.5.13.attn.cpb_mlp.0.weight" [id=1282, type=nncf_model_const]; -"1283 features.5.13.attn.cpb_mlp.0.bias" [id=1283, type=nncf_model_const]; -"1284 features/5/13/attn/cpb_mlp/0/linear/0" [id=1284, type=linear]; -"1285 features/5/13/attn/cpb_mlp/1/relu_/0" [id=1285, type=relu_]; -"1286 features.5.13.attn.cpb_mlp.2.weight" [id=1286, type=nncf_model_const]; -"1287 features/5/13/attn/cpb_mlp/2/linear/0" [id=1287, type=linear]; -"1288 features/5/13/attn/view/0" [id=1288, type=view]; -"1289 features.5.13.attn.relative_position_index" [id=1289, type=nncf_model_const]; -"1290 features/5/13/attn/__getitem__/0" [id=1290, type=__getitem__]; -"1291 features/5/13/attn/view/1" [id=1291, type=view]; -"1292 features/5/13/attn/permute/0" [id=1292, type=permute]; -"1293 features/5/13/attn/contiguous/0" [id=1293, type=contiguous]; -"1294 features/5/13/attn/unsqueeze/0" [id=1294, type=unsqueeze]; -"1295 features/5/13/attn/sigmoid/0" [id=1295, type=sigmoid]; -"1296 features/5/13/attn/mul/0" [id=1296, type=mul]; -"1297 features/5/13/attn/pad/0" [id=1297, type=pad]; -"1298 features/5/13/attn/view/2" [id=1298, type=view]; -"1299 features/5/13/attn/permute/1" [id=1299, type=permute]; -"1300 features/5/13/attn/reshape/0" [id=1300, type=reshape]; -"1301 features.5.13.attn.qkv.bias" [id=1301, type=nncf_model_const]; -"1302 features/5/13/attn/clone/0" [id=1302, type=clone]; -"1303 features/5/13/attn/numel/0" [id=1303, type=numel]; -"1304 features/5/13/attn/__getitem__/1" [id=1304, type=__getitem__]; -"1305 features/5/13/attn/zero_/0" [id=1305, type=zero_]; -"1306 features.5.13.attn.qkv.weight" [id=1306, type=nncf_model_const]; -"1307 features/5/13/attn/linear/0" [id=1307, type=linear]; -"1308 features/5/13/attn/reshape/1" [id=1308, type=reshape]; -"1309 features/5/13/attn/permute/2" [id=1309, type=permute]; -"1310 features/5/13/attn/__getitem__/2" [id=1310, type=__getitem__]; -"1311 features/5/13/attn/__getitem__/3" [id=1311, type=__getitem__]; -"1312 features/5/13/attn/__getitem__/4" [id=1312, type=__getitem__]; -"1313 features/5/13/attn/normalize/0" [id=1313, type=normalize]; -"1314 features/5/13/attn/normalize/1" [id=1314, type=normalize]; -"1315 features/5/13/attn/transpose/0" [id=1315, type=transpose]; -"1316 features/5/13/attn/matmul/0" [id=1316, type=matmul]; -"1317 features.5.13.attn.logit_scale" [id=1317, type=nncf_model_const]; -"1318 features/5/13/attn/clamp/0" [id=1318, type=clamp]; -"1319 features/5/13/attn/exp/0" [id=1319, type=exp]; -"1320 features/5/13/attn/mul/1" [id=1320, type=mul]; -"1321 features/5/13/attn/add/0" [id=1321, type=add]; -"1322 features/5/13/attn/softmax/0" [id=1322, type=softmax]; -"1323 features/5/13/attn/dropout/0" [id=1323, type=dropout]; -"1324 features/5/13/attn/matmul/1" [id=1324, type=matmul]; -"1325 features/5/13/attn/transpose/1" [id=1325, type=transpose]; -"1326 features/5/13/attn/reshape/2" [id=1326, type=reshape]; -"1327 features.5.13.attn.proj.weight" [id=1327, type=nncf_model_const]; -"1328 features.5.13.attn.proj.bias" [id=1328, type=nncf_model_const]; -"1329 features/5/13/attn/linear/1" [id=1329, type=linear]; -"1330 features/5/13/attn/dropout/1" [id=1330, type=dropout]; -"1331 features/5/13/attn/view/3" [id=1331, type=view]; -"1332 features/5/13/attn/permute/3" [id=1332, type=permute]; -"1333 features/5/13/attn/reshape/3" [id=1333, type=reshape]; -"1334 features/5/13/attn/__getitem__/5" [id=1334, type=__getitem__]; -"1335 features/5/13/attn/contiguous/1" [id=1335, type=contiguous]; -"1336 features.5.13.norm1.weight" [id=1336, type=nncf_model_const]; -"1337 features.5.13.norm1.bias" [id=1337, type=nncf_model_const]; -"1338 features/5/13/norm1/layer_norm/0" [id=1338, type=layer_norm]; -"1339 features/5/13/add/0" [id=1339, type=add]; -"1340 features.5.13.mlp.0.weight" [id=1340, type=nncf_model_const]; -"1341 features.5.13.mlp.0.bias" [id=1341, type=nncf_model_const]; -"1342 features/5/13/mlp/0/linear/0" [id=1342, type=linear]; -"1343 features/5/13/mlp/1/gelu/0" [id=1343, type=gelu]; -"1344 features/5/13/mlp/2/dropout/0" [id=1344, type=dropout]; -"1345 features.5.13.mlp.3.weight" [id=1345, type=nncf_model_const]; -"1346 features.5.13.mlp.3.bias" [id=1346, type=nncf_model_const]; -"1347 features/5/13/mlp/3/linear/0" [id=1347, type=linear]; -"1348 features/5/13/mlp/4/dropout/0" [id=1348, type=dropout]; -"1349 features.5.13.norm2.weight" [id=1349, type=nncf_model_const]; -"1350 features.5.13.norm2.bias" [id=1350, type=nncf_model_const]; -"1351 features/5/13/norm2/layer_norm/0" [id=1351, type=layer_norm]; -"1352 features/5/13/add/1" [id=1352, type=add]; -"1353 features.5.14.attn.relative_coords_table" [id=1353, type=nncf_model_const]; -"1354 features.5.14.attn.cpb_mlp.0.weight" [id=1354, type=nncf_model_const]; -"1355 features.5.14.attn.cpb_mlp.0.bias" [id=1355, type=nncf_model_const]; -"1356 features/5/14/attn/cpb_mlp/0/linear/0" [id=1356, type=linear]; -"1357 features/5/14/attn/cpb_mlp/1/relu_/0" [id=1357, type=relu_]; -"1358 features.5.14.attn.cpb_mlp.2.weight" [id=1358, type=nncf_model_const]; -"1359 features/5/14/attn/cpb_mlp/2/linear/0" [id=1359, type=linear]; -"1360 features/5/14/attn/view/0" [id=1360, type=view]; -"1361 features.5.14.attn.relative_position_index" [id=1361, type=nncf_model_const]; -"1362 features/5/14/attn/__getitem__/0" [id=1362, type=__getitem__]; -"1363 features/5/14/attn/view/1" [id=1363, type=view]; -"1364 features/5/14/attn/permute/0" [id=1364, type=permute]; -"1365 features/5/14/attn/contiguous/0" [id=1365, type=contiguous]; -"1366 features/5/14/attn/unsqueeze/0" [id=1366, type=unsqueeze]; -"1367 features/5/14/attn/sigmoid/0" [id=1367, type=sigmoid]; -"1368 features/5/14/attn/mul/0" [id=1368, type=mul]; -"1369 features/5/14/attn/pad/0" [id=1369, type=pad]; -"1370 features/5/14/attn/view/2" [id=1370, type=view]; -"1371 features/5/14/attn/permute/1" [id=1371, type=permute]; -"1372 features/5/14/attn/reshape/0" [id=1372, type=reshape]; -"1373 features.5.14.attn.qkv.bias" [id=1373, type=nncf_model_const]; -"1374 features/5/14/attn/clone/0" [id=1374, type=clone]; -"1375 features/5/14/attn/numel/0" [id=1375, type=numel]; -"1376 features/5/14/attn/__getitem__/1" [id=1376, type=__getitem__]; -"1377 features/5/14/attn/zero_/0" [id=1377, type=zero_]; -"1378 features.5.14.attn.qkv.weight" [id=1378, type=nncf_model_const]; -"1379 features/5/14/attn/linear/0" [id=1379, type=linear]; -"1380 features/5/14/attn/reshape/1" [id=1380, type=reshape]; -"1381 features/5/14/attn/permute/2" [id=1381, type=permute]; -"1382 features/5/14/attn/__getitem__/2" [id=1382, type=__getitem__]; -"1383 features/5/14/attn/__getitem__/3" [id=1383, type=__getitem__]; -"1384 features/5/14/attn/__getitem__/4" [id=1384, type=__getitem__]; -"1385 features/5/14/attn/normalize/0" [id=1385, type=normalize]; -"1386 features/5/14/attn/normalize/1" [id=1386, type=normalize]; -"1387 features/5/14/attn/transpose/0" [id=1387, type=transpose]; -"1388 features/5/14/attn/matmul/0" [id=1388, type=matmul]; -"1389 features.5.14.attn.logit_scale" [id=1389, type=nncf_model_const]; -"1390 features/5/14/attn/clamp/0" [id=1390, type=clamp]; -"1391 features/5/14/attn/exp/0" [id=1391, type=exp]; -"1392 features/5/14/attn/mul/1" [id=1392, type=mul]; -"1393 features/5/14/attn/add/0" [id=1393, type=add]; -"1394 features/5/14/attn/softmax/0" [id=1394, type=softmax]; -"1395 features/5/14/attn/dropout/0" [id=1395, type=dropout]; -"1396 features/5/14/attn/matmul/1" [id=1396, type=matmul]; -"1397 features/5/14/attn/transpose/1" [id=1397, type=transpose]; -"1398 features/5/14/attn/reshape/2" [id=1398, type=reshape]; -"1399 features.5.14.attn.proj.weight" [id=1399, type=nncf_model_const]; -"1400 features.5.14.attn.proj.bias" [id=1400, type=nncf_model_const]; -"1401 features/5/14/attn/linear/1" [id=1401, type=linear]; -"1402 features/5/14/attn/dropout/1" [id=1402, type=dropout]; -"1403 features/5/14/attn/view/3" [id=1403, type=view]; -"1404 features/5/14/attn/permute/3" [id=1404, type=permute]; -"1405 features/5/14/attn/reshape/3" [id=1405, type=reshape]; -"1406 features/5/14/attn/__getitem__/5" [id=1406, type=__getitem__]; -"1407 features/5/14/attn/contiguous/1" [id=1407, type=contiguous]; -"1408 features.5.14.norm1.weight" [id=1408, type=nncf_model_const]; -"1409 features.5.14.norm1.bias" [id=1409, type=nncf_model_const]; -"1410 features/5/14/norm1/layer_norm/0" [id=1410, type=layer_norm]; -"1411 features/5/14/add/0" [id=1411, type=add]; -"1412 features.5.14.mlp.0.weight" [id=1412, type=nncf_model_const]; -"1413 features.5.14.mlp.0.bias" [id=1413, type=nncf_model_const]; -"1414 features/5/14/mlp/0/linear/0" [id=1414, type=linear]; -"1415 features/5/14/mlp/1/gelu/0" [id=1415, type=gelu]; -"1416 features/5/14/mlp/2/dropout/0" [id=1416, type=dropout]; -"1417 features.5.14.mlp.3.weight" [id=1417, type=nncf_model_const]; -"1418 features.5.14.mlp.3.bias" [id=1418, type=nncf_model_const]; -"1419 features/5/14/mlp/3/linear/0" [id=1419, type=linear]; -"1420 features/5/14/mlp/4/dropout/0" [id=1420, type=dropout]; -"1421 features.5.14.norm2.weight" [id=1421, type=nncf_model_const]; -"1422 features.5.14.norm2.bias" [id=1422, type=nncf_model_const]; -"1423 features/5/14/norm2/layer_norm/0" [id=1423, type=layer_norm]; -"1424 features/5/14/add/1" [id=1424, type=add]; -"1425 features.5.15.attn.relative_coords_table" [id=1425, type=nncf_model_const]; -"1426 features.5.15.attn.cpb_mlp.0.weight" [id=1426, type=nncf_model_const]; -"1427 features.5.15.attn.cpb_mlp.0.bias" [id=1427, type=nncf_model_const]; -"1428 features/5/15/attn/cpb_mlp/0/linear/0" [id=1428, type=linear]; -"1429 features/5/15/attn/cpb_mlp/1/relu_/0" [id=1429, type=relu_]; -"1430 features.5.15.attn.cpb_mlp.2.weight" [id=1430, type=nncf_model_const]; -"1431 features/5/15/attn/cpb_mlp/2/linear/0" [id=1431, type=linear]; -"1432 features/5/15/attn/view/0" [id=1432, type=view]; -"1433 features.5.15.attn.relative_position_index" [id=1433, type=nncf_model_const]; -"1434 features/5/15/attn/__getitem__/0" [id=1434, type=__getitem__]; -"1435 features/5/15/attn/view/1" [id=1435, type=view]; -"1436 features/5/15/attn/permute/0" [id=1436, type=permute]; -"1437 features/5/15/attn/contiguous/0" [id=1437, type=contiguous]; -"1438 features/5/15/attn/unsqueeze/0" [id=1438, type=unsqueeze]; -"1439 features/5/15/attn/sigmoid/0" [id=1439, type=sigmoid]; -"1440 features/5/15/attn/mul/0" [id=1440, type=mul]; -"1441 features/5/15/attn/pad/0" [id=1441, type=pad]; -"1442 features/5/15/attn/view/2" [id=1442, type=view]; -"1443 features/5/15/attn/permute/1" [id=1443, type=permute]; -"1444 features/5/15/attn/reshape/0" [id=1444, type=reshape]; -"1445 features.5.15.attn.qkv.bias" [id=1445, type=nncf_model_const]; -"1446 features/5/15/attn/clone/0" [id=1446, type=clone]; -"1447 features/5/15/attn/numel/0" [id=1447, type=numel]; -"1448 features/5/15/attn/__getitem__/1" [id=1448, type=__getitem__]; -"1449 features/5/15/attn/zero_/0" [id=1449, type=zero_]; -"1450 features.5.15.attn.qkv.weight" [id=1450, type=nncf_model_const]; -"1451 features/5/15/attn/linear/0" [id=1451, type=linear]; -"1452 features/5/15/attn/reshape/1" [id=1452, type=reshape]; -"1453 features/5/15/attn/permute/2" [id=1453, type=permute]; -"1454 features/5/15/attn/__getitem__/2" [id=1454, type=__getitem__]; -"1455 features/5/15/attn/__getitem__/3" [id=1455, type=__getitem__]; -"1456 features/5/15/attn/__getitem__/4" [id=1456, type=__getitem__]; -"1457 features/5/15/attn/normalize/0" [id=1457, type=normalize]; -"1458 features/5/15/attn/normalize/1" [id=1458, type=normalize]; -"1459 features/5/15/attn/transpose/0" [id=1459, type=transpose]; -"1460 features/5/15/attn/matmul/0" [id=1460, type=matmul]; -"1461 features.5.15.attn.logit_scale" [id=1461, type=nncf_model_const]; -"1462 features/5/15/attn/clamp/0" [id=1462, type=clamp]; -"1463 features/5/15/attn/exp/0" [id=1463, type=exp]; -"1464 features/5/15/attn/mul/1" [id=1464, type=mul]; -"1465 features/5/15/attn/add/0" [id=1465, type=add]; -"1466 features/5/15/attn/softmax/0" [id=1466, type=softmax]; -"1467 features/5/15/attn/dropout/0" [id=1467, type=dropout]; -"1468 features/5/15/attn/matmul/1" [id=1468, type=matmul]; -"1469 features/5/15/attn/transpose/1" [id=1469, type=transpose]; -"1470 features/5/15/attn/reshape/2" [id=1470, type=reshape]; -"1471 features.5.15.attn.proj.weight" [id=1471, type=nncf_model_const]; -"1472 features.5.15.attn.proj.bias" [id=1472, type=nncf_model_const]; -"1473 features/5/15/attn/linear/1" [id=1473, type=linear]; -"1474 features/5/15/attn/dropout/1" [id=1474, type=dropout]; -"1475 features/5/15/attn/view/3" [id=1475, type=view]; -"1476 features/5/15/attn/permute/3" [id=1476, type=permute]; -"1477 features/5/15/attn/reshape/3" [id=1477, type=reshape]; -"1478 features/5/15/attn/__getitem__/5" [id=1478, type=__getitem__]; -"1479 features/5/15/attn/contiguous/1" [id=1479, type=contiguous]; -"1480 features.5.15.norm1.weight" [id=1480, type=nncf_model_const]; -"1481 features.5.15.norm1.bias" [id=1481, type=nncf_model_const]; -"1482 features/5/15/norm1/layer_norm/0" [id=1482, type=layer_norm]; -"1483 features/5/15/add/0" [id=1483, type=add]; -"1484 features.5.15.mlp.0.weight" [id=1484, type=nncf_model_const]; -"1485 features.5.15.mlp.0.bias" [id=1485, type=nncf_model_const]; -"1486 features/5/15/mlp/0/linear/0" [id=1486, type=linear]; -"1487 features/5/15/mlp/1/gelu/0" [id=1487, type=gelu]; -"1488 features/5/15/mlp/2/dropout/0" [id=1488, type=dropout]; -"1489 features.5.15.mlp.3.weight" [id=1489, type=nncf_model_const]; -"1490 features.5.15.mlp.3.bias" [id=1490, type=nncf_model_const]; -"1491 features/5/15/mlp/3/linear/0" [id=1491, type=linear]; -"1492 features/5/15/mlp/4/dropout/0" [id=1492, type=dropout]; -"1493 features.5.15.norm2.weight" [id=1493, type=nncf_model_const]; -"1494 features.5.15.norm2.bias" [id=1494, type=nncf_model_const]; -"1495 features/5/15/norm2/layer_norm/0" [id=1495, type=layer_norm]; -"1496 features/5/15/add/1" [id=1496, type=add]; -"1497 features.5.16.attn.relative_coords_table" [id=1497, type=nncf_model_const]; -"1498 features.5.16.attn.cpb_mlp.0.weight" [id=1498, type=nncf_model_const]; -"1499 features.5.16.attn.cpb_mlp.0.bias" [id=1499, type=nncf_model_const]; -"1500 features/5/16/attn/cpb_mlp/0/linear/0" [id=1500, type=linear]; -"1501 features/5/16/attn/cpb_mlp/1/relu_/0" [id=1501, type=relu_]; -"1502 features.5.16.attn.cpb_mlp.2.weight" [id=1502, type=nncf_model_const]; -"1503 features/5/16/attn/cpb_mlp/2/linear/0" [id=1503, type=linear]; -"1504 features/5/16/attn/view/0" [id=1504, type=view]; -"1505 features.5.16.attn.relative_position_index" [id=1505, type=nncf_model_const]; -"1506 features/5/16/attn/__getitem__/0" [id=1506, type=__getitem__]; -"1507 features/5/16/attn/view/1" [id=1507, type=view]; -"1508 features/5/16/attn/permute/0" [id=1508, type=permute]; -"1509 features/5/16/attn/contiguous/0" [id=1509, type=contiguous]; -"1510 features/5/16/attn/unsqueeze/0" [id=1510, type=unsqueeze]; -"1511 features/5/16/attn/sigmoid/0" [id=1511, type=sigmoid]; -"1512 features/5/16/attn/mul/0" [id=1512, type=mul]; -"1513 features/5/16/attn/pad/0" [id=1513, type=pad]; -"1514 features/5/16/attn/view/2" [id=1514, type=view]; -"1515 features/5/16/attn/permute/1" [id=1515, type=permute]; -"1516 features/5/16/attn/reshape/0" [id=1516, type=reshape]; -"1517 features.5.16.attn.qkv.bias" [id=1517, type=nncf_model_const]; -"1518 features/5/16/attn/clone/0" [id=1518, type=clone]; -"1519 features/5/16/attn/numel/0" [id=1519, type=numel]; -"1520 features/5/16/attn/__getitem__/1" [id=1520, type=__getitem__]; -"1521 features/5/16/attn/zero_/0" [id=1521, type=zero_]; -"1522 features.5.16.attn.qkv.weight" [id=1522, type=nncf_model_const]; -"1523 features/5/16/attn/linear/0" [id=1523, type=linear]; -"1524 features/5/16/attn/reshape/1" [id=1524, type=reshape]; -"1525 features/5/16/attn/permute/2" [id=1525, type=permute]; -"1526 features/5/16/attn/__getitem__/2" [id=1526, type=__getitem__]; -"1527 features/5/16/attn/__getitem__/3" [id=1527, type=__getitem__]; -"1528 features/5/16/attn/__getitem__/4" [id=1528, type=__getitem__]; -"1529 features/5/16/attn/normalize/0" [id=1529, type=normalize]; -"1530 features/5/16/attn/normalize/1" [id=1530, type=normalize]; -"1531 features/5/16/attn/transpose/0" [id=1531, type=transpose]; -"1532 features/5/16/attn/matmul/0" [id=1532, type=matmul]; -"1533 features.5.16.attn.logit_scale" [id=1533, type=nncf_model_const]; -"1534 features/5/16/attn/clamp/0" [id=1534, type=clamp]; -"1535 features/5/16/attn/exp/0" [id=1535, type=exp]; -"1536 features/5/16/attn/mul/1" [id=1536, type=mul]; -"1537 features/5/16/attn/add/0" [id=1537, type=add]; -"1538 features/5/16/attn/softmax/0" [id=1538, type=softmax]; -"1539 features/5/16/attn/dropout/0" [id=1539, type=dropout]; -"1540 features/5/16/attn/matmul/1" [id=1540, type=matmul]; -"1541 features/5/16/attn/transpose/1" [id=1541, type=transpose]; -"1542 features/5/16/attn/reshape/2" [id=1542, type=reshape]; -"1543 features.5.16.attn.proj.weight" [id=1543, type=nncf_model_const]; -"1544 features.5.16.attn.proj.bias" [id=1544, type=nncf_model_const]; -"1545 features/5/16/attn/linear/1" [id=1545, type=linear]; -"1546 features/5/16/attn/dropout/1" [id=1546, type=dropout]; -"1547 features/5/16/attn/view/3" [id=1547, type=view]; -"1548 features/5/16/attn/permute/3" [id=1548, type=permute]; -"1549 features/5/16/attn/reshape/3" [id=1549, type=reshape]; -"1550 features/5/16/attn/__getitem__/5" [id=1550, type=__getitem__]; -"1551 features/5/16/attn/contiguous/1" [id=1551, type=contiguous]; -"1552 features.5.16.norm1.weight" [id=1552, type=nncf_model_const]; -"1553 features.5.16.norm1.bias" [id=1553, type=nncf_model_const]; -"1554 features/5/16/norm1/layer_norm/0" [id=1554, type=layer_norm]; -"1555 features/5/16/add/0" [id=1555, type=add]; -"1556 features.5.16.mlp.0.weight" [id=1556, type=nncf_model_const]; -"1557 features.5.16.mlp.0.bias" [id=1557, type=nncf_model_const]; -"1558 features/5/16/mlp/0/linear/0" [id=1558, type=linear]; -"1559 features/5/16/mlp/1/gelu/0" [id=1559, type=gelu]; -"1560 features/5/16/mlp/2/dropout/0" [id=1560, type=dropout]; -"1561 features.5.16.mlp.3.weight" [id=1561, type=nncf_model_const]; -"1562 features.5.16.mlp.3.bias" [id=1562, type=nncf_model_const]; -"1563 features/5/16/mlp/3/linear/0" [id=1563, type=linear]; -"1564 features/5/16/mlp/4/dropout/0" [id=1564, type=dropout]; -"1565 features.5.16.norm2.weight" [id=1565, type=nncf_model_const]; -"1566 features.5.16.norm2.bias" [id=1566, type=nncf_model_const]; -"1567 features/5/16/norm2/layer_norm/0" [id=1567, type=layer_norm]; -"1568 features/5/16/add/1" [id=1568, type=add]; -"1569 features.5.17.attn.relative_coords_table" [id=1569, type=nncf_model_const]; -"1570 features.5.17.attn.cpb_mlp.0.weight" [id=1570, type=nncf_model_const]; -"1571 features.5.17.attn.cpb_mlp.0.bias" [id=1571, type=nncf_model_const]; -"1572 features/5/17/attn/cpb_mlp/0/linear/0" [id=1572, type=linear]; -"1573 features/5/17/attn/cpb_mlp/1/relu_/0" [id=1573, type=relu_]; -"1574 features.5.17.attn.cpb_mlp.2.weight" [id=1574, type=nncf_model_const]; -"1575 features/5/17/attn/cpb_mlp/2/linear/0" [id=1575, type=linear]; -"1576 features/5/17/attn/view/0" [id=1576, type=view]; -"1577 features.5.17.attn.relative_position_index" [id=1577, type=nncf_model_const]; -"1578 features/5/17/attn/__getitem__/0" [id=1578, type=__getitem__]; -"1579 features/5/17/attn/view/1" [id=1579, type=view]; -"1580 features/5/17/attn/permute/0" [id=1580, type=permute]; -"1581 features/5/17/attn/contiguous/0" [id=1581, type=contiguous]; -"1582 features/5/17/attn/unsqueeze/0" [id=1582, type=unsqueeze]; -"1583 features/5/17/attn/sigmoid/0" [id=1583, type=sigmoid]; -"1584 features/5/17/attn/mul/0" [id=1584, type=mul]; -"1585 features/5/17/attn/pad/0" [id=1585, type=pad]; -"1586 features/5/17/attn/view/2" [id=1586, type=view]; -"1587 features/5/17/attn/permute/1" [id=1587, type=permute]; -"1588 features/5/17/attn/reshape/0" [id=1588, type=reshape]; -"1589 features.5.17.attn.qkv.bias" [id=1589, type=nncf_model_const]; -"1590 features/5/17/attn/clone/0" [id=1590, type=clone]; -"1591 features/5/17/attn/numel/0" [id=1591, type=numel]; -"1592 features/5/17/attn/__getitem__/1" [id=1592, type=__getitem__]; -"1593 features/5/17/attn/zero_/0" [id=1593, type=zero_]; -"1594 features.5.17.attn.qkv.weight" [id=1594, type=nncf_model_const]; -"1595 features/5/17/attn/linear/0" [id=1595, type=linear]; -"1596 features/5/17/attn/reshape/1" [id=1596, type=reshape]; -"1597 features/5/17/attn/permute/2" [id=1597, type=permute]; -"1598 features/5/17/attn/__getitem__/2" [id=1598, type=__getitem__]; -"1599 features/5/17/attn/__getitem__/3" [id=1599, type=__getitem__]; -"1600 features/5/17/attn/__getitem__/4" [id=1600, type=__getitem__]; -"1601 features/5/17/attn/normalize/0" [id=1601, type=normalize]; -"1602 features/5/17/attn/normalize/1" [id=1602, type=normalize]; -"1603 features/5/17/attn/transpose/0" [id=1603, type=transpose]; -"1604 features/5/17/attn/matmul/0" [id=1604, type=matmul]; -"1605 features.5.17.attn.logit_scale" [id=1605, type=nncf_model_const]; -"1606 features/5/17/attn/clamp/0" [id=1606, type=clamp]; -"1607 features/5/17/attn/exp/0" [id=1607, type=exp]; -"1608 features/5/17/attn/mul/1" [id=1608, type=mul]; -"1609 features/5/17/attn/add/0" [id=1609, type=add]; -"1610 features/5/17/attn/softmax/0" [id=1610, type=softmax]; -"1611 features/5/17/attn/dropout/0" [id=1611, type=dropout]; -"1612 features/5/17/attn/matmul/1" [id=1612, type=matmul]; -"1613 features/5/17/attn/transpose/1" [id=1613, type=transpose]; -"1614 features/5/17/attn/reshape/2" [id=1614, type=reshape]; -"1615 features.5.17.attn.proj.weight" [id=1615, type=nncf_model_const]; -"1616 features.5.17.attn.proj.bias" [id=1616, type=nncf_model_const]; -"1617 features/5/17/attn/linear/1" [id=1617, type=linear]; -"1618 features/5/17/attn/dropout/1" [id=1618, type=dropout]; -"1619 features/5/17/attn/view/3" [id=1619, type=view]; -"1620 features/5/17/attn/permute/3" [id=1620, type=permute]; -"1621 features/5/17/attn/reshape/3" [id=1621, type=reshape]; -"1622 features/5/17/attn/__getitem__/5" [id=1622, type=__getitem__]; -"1623 features/5/17/attn/contiguous/1" [id=1623, type=contiguous]; -"1624 features.5.17.norm1.weight" [id=1624, type=nncf_model_const]; -"1625 features.5.17.norm1.bias" [id=1625, type=nncf_model_const]; -"1626 features/5/17/norm1/layer_norm/0" [id=1626, type=layer_norm]; -"1627 features/5/17/add/0" [id=1627, type=add]; -"1628 features.5.17.mlp.0.weight" [id=1628, type=nncf_model_const]; -"1629 features.5.17.mlp.0.bias" [id=1629, type=nncf_model_const]; -"1630 features/5/17/mlp/0/linear/0" [id=1630, type=linear]; -"1631 features/5/17/mlp/1/gelu/0" [id=1631, type=gelu]; -"1632 features/5/17/mlp/2/dropout/0" [id=1632, type=dropout]; -"1633 features.5.17.mlp.3.weight" [id=1633, type=nncf_model_const]; -"1634 features.5.17.mlp.3.bias" [id=1634, type=nncf_model_const]; -"1635 features/5/17/mlp/3/linear/0" [id=1635, type=linear]; -"1636 features/5/17/mlp/4/dropout/0" [id=1636, type=dropout]; -"1637 features.5.17.norm2.weight" [id=1637, type=nncf_model_const]; -"1638 features.5.17.norm2.bias" [id=1638, type=nncf_model_const]; -"1639 features/5/17/norm2/layer_norm/0" [id=1639, type=layer_norm]; -"1640 features/5/17/add/1" [id=1640, type=add]; -"1641 features/6/pad/0" [id=1641, type=pad]; -"1642 features/6/__getitem__/0" [id=1642, type=__getitem__]; -"1643 features/6/__getitem__/1" [id=1643, type=__getitem__]; -"1644 features/6/__getitem__/2" [id=1644, type=__getitem__]; -"1645 features/6/__getitem__/3" [id=1645, type=__getitem__]; -"1646 features/6/cat/0" [id=1646, type=cat]; -"1647 features.6.reduction.weight" [id=1647, type=nncf_model_const]; -"1648 features/6/reduction/linear/0" [id=1648, type=linear]; -"1649 features.6.norm.weight" [id=1649, type=nncf_model_const]; -"1650 features.6.norm.bias" [id=1650, type=nncf_model_const]; -"1651 features/6/norm/layer_norm/0" [id=1651, type=layer_norm]; -"1652 features.7.0.attn.relative_coords_table" [id=1652, type=nncf_model_const]; -"1653 features.7.0.attn.cpb_mlp.0.weight" [id=1653, type=nncf_model_const]; -"1654 features.7.0.attn.cpb_mlp.0.bias" [id=1654, type=nncf_model_const]; -"1655 features/7/0/attn/cpb_mlp/0/linear/0" [id=1655, type=linear]; -"1656 features/7/0/attn/cpb_mlp/1/relu_/0" [id=1656, type=relu_]; -"1657 features.7.0.attn.cpb_mlp.2.weight" [id=1657, type=nncf_model_const]; -"1658 features/7/0/attn/cpb_mlp/2/linear/0" [id=1658, type=linear]; -"1659 features/7/0/attn/view/0" [id=1659, type=view]; -"1660 features.7.0.attn.relative_position_index" [id=1660, type=nncf_model_const]; -"1661 features/7/0/attn/__getitem__/0" [id=1661, type=__getitem__]; -"1662 features/7/0/attn/view/1" [id=1662, type=view]; -"1663 features/7/0/attn/permute/0" [id=1663, type=permute]; -"1664 features/7/0/attn/contiguous/0" [id=1664, type=contiguous]; -"1665 features/7/0/attn/unsqueeze/0" [id=1665, type=unsqueeze]; -"1666 features/7/0/attn/sigmoid/0" [id=1666, type=sigmoid]; -"1667 features/7/0/attn/mul/0" [id=1667, type=mul]; -"1668 features/7/0/attn/pad/0" [id=1668, type=pad]; -"1669 features/7/0/attn/view/2" [id=1669, type=view]; -"1670 features/7/0/attn/permute/1" [id=1670, type=permute]; -"1671 features/7/0/attn/reshape/0" [id=1671, type=reshape]; -"1672 features.7.0.attn.qkv.bias" [id=1672, type=nncf_model_const]; -"1673 features/7/0/attn/clone/0" [id=1673, type=clone]; -"1674 features/7/0/attn/numel/0" [id=1674, type=numel]; -"1675 features/7/0/attn/__getitem__/1" [id=1675, type=__getitem__]; -"1676 features/7/0/attn/zero_/0" [id=1676, type=zero_]; -"1677 features.7.0.attn.qkv.weight" [id=1677, type=nncf_model_const]; -"1678 features/7/0/attn/linear/0" [id=1678, type=linear]; -"1679 features/7/0/attn/reshape/1" [id=1679, type=reshape]; -"1680 features/7/0/attn/permute/2" [id=1680, type=permute]; -"1681 features/7/0/attn/__getitem__/2" [id=1681, type=__getitem__]; -"1682 features/7/0/attn/__getitem__/3" [id=1682, type=__getitem__]; -"1683 features/7/0/attn/__getitem__/4" [id=1683, type=__getitem__]; -"1684 features/7/0/attn/normalize/0" [id=1684, type=normalize]; -"1685 features/7/0/attn/normalize/1" [id=1685, type=normalize]; -"1686 features/7/0/attn/transpose/0" [id=1686, type=transpose]; -"1687 features/7/0/attn/matmul/0" [id=1687, type=matmul]; -"1688 features.7.0.attn.logit_scale" [id=1688, type=nncf_model_const]; -"1689 features/7/0/attn/clamp/0" [id=1689, type=clamp]; -"1690 features/7/0/attn/exp/0" [id=1690, type=exp]; -"1691 features/7/0/attn/mul/1" [id=1691, type=mul]; -"1692 features/7/0/attn/add/0" [id=1692, type=add]; -"1693 features/7/0/attn/softmax/0" [id=1693, type=softmax]; -"1694 features/7/0/attn/dropout/0" [id=1694, type=dropout]; -"1695 features/7/0/attn/matmul/1" [id=1695, type=matmul]; -"1696 features/7/0/attn/transpose/1" [id=1696, type=transpose]; -"1697 features/7/0/attn/reshape/2" [id=1697, type=reshape]; -"1698 features.7.0.attn.proj.weight" [id=1698, type=nncf_model_const]; -"1699 features.7.0.attn.proj.bias" [id=1699, type=nncf_model_const]; -"1700 features/7/0/attn/linear/1" [id=1700, type=linear]; -"1701 features/7/0/attn/dropout/1" [id=1701, type=dropout]; -"1702 features/7/0/attn/view/3" [id=1702, type=view]; -"1703 features/7/0/attn/permute/3" [id=1703, type=permute]; -"1704 features/7/0/attn/reshape/3" [id=1704, type=reshape]; -"1705 features/7/0/attn/__getitem__/5" [id=1705, type=__getitem__]; -"1706 features/7/0/attn/contiguous/1" [id=1706, type=contiguous]; -"1707 features.7.0.norm1.weight" [id=1707, type=nncf_model_const]; -"1708 features.7.0.norm1.bias" [id=1708, type=nncf_model_const]; -"1709 features/7/0/norm1/layer_norm/0" [id=1709, type=layer_norm]; -"1710 features/7/0/add/0" [id=1710, type=add]; -"1711 features.7.0.mlp.0.weight" [id=1711, type=nncf_model_const]; -"1712 features.7.0.mlp.0.bias" [id=1712, type=nncf_model_const]; -"1713 features/7/0/mlp/0/linear/0" [id=1713, type=linear]; -"1714 features/7/0/mlp/1/gelu/0" [id=1714, type=gelu]; -"1715 features/7/0/mlp/2/dropout/0" [id=1715, type=dropout]; -"1716 features.7.0.mlp.3.weight" [id=1716, type=nncf_model_const]; -"1717 features.7.0.mlp.3.bias" [id=1717, type=nncf_model_const]; -"1718 features/7/0/mlp/3/linear/0" [id=1718, type=linear]; -"1719 features/7/0/mlp/4/dropout/0" [id=1719, type=dropout]; -"1720 features.7.0.norm2.weight" [id=1720, type=nncf_model_const]; -"1721 features.7.0.norm2.bias" [id=1721, type=nncf_model_const]; -"1722 features/7/0/norm2/layer_norm/0" [id=1722, type=layer_norm]; -"1723 features/7/0/add/1" [id=1723, type=add]; -"1724 features.7.1.attn.relative_coords_table" [id=1724, type=nncf_model_const]; -"1725 features.7.1.attn.cpb_mlp.0.weight" [id=1725, type=nncf_model_const]; -"1726 features.7.1.attn.cpb_mlp.0.bias" [id=1726, type=nncf_model_const]; -"1727 features/7/1/attn/cpb_mlp/0/linear/0" [id=1727, type=linear]; -"1728 features/7/1/attn/cpb_mlp/1/relu_/0" [id=1728, type=relu_]; -"1729 features.7.1.attn.cpb_mlp.2.weight" [id=1729, type=nncf_model_const]; -"1730 features/7/1/attn/cpb_mlp/2/linear/0" [id=1730, type=linear]; -"1731 features/7/1/attn/view/0" [id=1731, type=view]; -"1732 features.7.1.attn.relative_position_index" [id=1732, type=nncf_model_const]; -"1733 features/7/1/attn/__getitem__/0" [id=1733, type=__getitem__]; -"1734 features/7/1/attn/view/1" [id=1734, type=view]; -"1735 features/7/1/attn/permute/0" [id=1735, type=permute]; -"1736 features/7/1/attn/contiguous/0" [id=1736, type=contiguous]; -"1737 features/7/1/attn/unsqueeze/0" [id=1737, type=unsqueeze]; -"1738 features/7/1/attn/sigmoid/0" [id=1738, type=sigmoid]; -"1739 features/7/1/attn/mul/0" [id=1739, type=mul]; -"1740 features/7/1/attn/pad/0" [id=1740, type=pad]; -"1741 features/7/1/attn/view/2" [id=1741, type=view]; -"1742 features/7/1/attn/permute/1" [id=1742, type=permute]; -"1743 features/7/1/attn/reshape/0" [id=1743, type=reshape]; -"1744 features.7.1.attn.qkv.bias" [id=1744, type=nncf_model_const]; -"1745 features/7/1/attn/clone/0" [id=1745, type=clone]; -"1746 features/7/1/attn/numel/0" [id=1746, type=numel]; -"1747 features/7/1/attn/__getitem__/1" [id=1747, type=__getitem__]; -"1748 features/7/1/attn/zero_/0" [id=1748, type=zero_]; -"1749 features.7.1.attn.qkv.weight" [id=1749, type=nncf_model_const]; -"1750 features/7/1/attn/linear/0" [id=1750, type=linear]; -"1751 features/7/1/attn/reshape/1" [id=1751, type=reshape]; -"1752 features/7/1/attn/permute/2" [id=1752, type=permute]; -"1753 features/7/1/attn/__getitem__/2" [id=1753, type=__getitem__]; -"1754 features/7/1/attn/__getitem__/3" [id=1754, type=__getitem__]; -"1755 features/7/1/attn/__getitem__/4" [id=1755, type=__getitem__]; -"1756 features/7/1/attn/normalize/0" [id=1756, type=normalize]; -"1757 features/7/1/attn/normalize/1" [id=1757, type=normalize]; -"1758 features/7/1/attn/transpose/0" [id=1758, type=transpose]; -"1759 features/7/1/attn/matmul/0" [id=1759, type=matmul]; -"1760 features.7.1.attn.logit_scale" [id=1760, type=nncf_model_const]; -"1761 features/7/1/attn/clamp/0" [id=1761, type=clamp]; -"1762 features/7/1/attn/exp/0" [id=1762, type=exp]; -"1763 features/7/1/attn/mul/1" [id=1763, type=mul]; -"1764 features/7/1/attn/add/0" [id=1764, type=add]; -"1765 features/7/1/attn/softmax/0" [id=1765, type=softmax]; -"1766 features/7/1/attn/dropout/0" [id=1766, type=dropout]; -"1767 features/7/1/attn/matmul/1" [id=1767, type=matmul]; -"1768 features/7/1/attn/transpose/1" [id=1768, type=transpose]; -"1769 features/7/1/attn/reshape/2" [id=1769, type=reshape]; -"1770 features.7.1.attn.proj.weight" [id=1770, type=nncf_model_const]; -"1771 features.7.1.attn.proj.bias" [id=1771, type=nncf_model_const]; -"1772 features/7/1/attn/linear/1" [id=1772, type=linear]; -"1773 features/7/1/attn/dropout/1" [id=1773, type=dropout]; -"1774 features/7/1/attn/view/3" [id=1774, type=view]; -"1775 features/7/1/attn/permute/3" [id=1775, type=permute]; -"1776 features/7/1/attn/reshape/3" [id=1776, type=reshape]; -"1777 features/7/1/attn/__getitem__/5" [id=1777, type=__getitem__]; -"1778 features/7/1/attn/contiguous/1" [id=1778, type=contiguous]; -"1779 features.7.1.norm1.weight" [id=1779, type=nncf_model_const]; -"1780 features.7.1.norm1.bias" [id=1780, type=nncf_model_const]; -"1781 features/7/1/norm1/layer_norm/0" [id=1781, type=layer_norm]; -"1782 features/7/1/add/0" [id=1782, type=add]; -"1783 features.7.1.mlp.0.weight" [id=1783, type=nncf_model_const]; -"1784 features.7.1.mlp.0.bias" [id=1784, type=nncf_model_const]; -"1785 features/7/1/mlp/0/linear/0" [id=1785, type=linear]; -"1786 features/7/1/mlp/1/gelu/0" [id=1786, type=gelu]; -"1787 features/7/1/mlp/2/dropout/0" [id=1787, type=dropout]; -"1788 features.7.1.mlp.3.weight" [id=1788, type=nncf_model_const]; -"1789 features.7.1.mlp.3.bias" [id=1789, type=nncf_model_const]; -"1790 features/7/1/mlp/3/linear/0" [id=1790, type=linear]; -"1791 features/7/1/mlp/4/dropout/0" [id=1791, type=dropout]; -"1792 features.7.1.norm2.weight" [id=1792, type=nncf_model_const]; -"1793 features.7.1.norm2.bias" [id=1793, type=nncf_model_const]; -"1794 features/7/1/norm2/layer_norm/0" [id=1794, type=layer_norm]; -"1795 features/7/1/add/1" [id=1795, type=add]; -"1796 norm.weight" [id=1796, type=nncf_model_const]; -"1797 norm.bias" [id=1797, type=nncf_model_const]; -"1798 norm/layer_norm/0" [id=1798, type=layer_norm]; -"1799 permute/permute/0" [id=1799, type=permute]; -"1800 avgpool/adaptive_avg_pool2d/0" [id=1800, type=adaptive_avg_pool2d]; -"1801 flatten/flatten/0" [id=1801, type=flatten]; -"1802 head.weight" [id=1802, type=nncf_model_const]; -"1803 head.bias" [id=1803, type=nncf_model_const]; -"1804 head/linear/0" [id=1804, type=linear]; -"1805 output" [id=1805, type=nncf_model_output]; -"0 x" -> "3 features/0/0/conv2d/0" [label="(1, 3, 64, 64)", style=solid]; -"1 features.0.0.weight" -> "3 features/0/0/conv2d/0" [label="(128, 3, 4, 4)", style=solid]; -"2 features.0.0.bias" -> "3 features/0/0/conv2d/0" [label="(128,)", style=solid]; -"3 features/0/0/conv2d/0" -> "4 features/0/1/permute/0" [label="(1, 128, 16, 16)", style=solid]; -"4 features/0/1/permute/0" -> "7 features/0/2/layer_norm/0" [label="(1, 16, 16, 128)", style=solid]; -"5 features.0.2.weight" -> "7 features/0/2/layer_norm/0" [label="(128,)", style=solid]; -"6 features.0.2.bias" -> "7 features/0/2/layer_norm/0" [label="(128,)", style=solid]; -"7 features/0/2/layer_norm/0" -> "24 features/1/0/attn/pad/0" [label="(1, 16, 16, 128)", style=solid]; -"7 features/0/2/layer_norm/0" -> "66 features/1/0/add/0" [label="(1, 16, 16, 128)", style=solid]; -"8 features.1.0.attn.relative_coords_table" -> "11 features/1/0/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"9 features.1.0.attn.cpb_mlp.0.weight" -> "11 features/1/0/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"10 features.1.0.attn.cpb_mlp.0.bias" -> "11 features/1/0/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"11 features/1/0/attn/cpb_mlp/0/linear/0" -> "12 features/1/0/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"12 features/1/0/attn/cpb_mlp/1/relu_/0" -> "14 features/1/0/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"13 features.1.0.attn.cpb_mlp.2.weight" -> "14 features/1/0/attn/cpb_mlp/2/linear/0" [label="(4, 512)", style=solid]; -"14 features/1/0/attn/cpb_mlp/2/linear/0" -> "15 features/1/0/attn/view/0" [label="(1, 15, 15, 4)", style=solid]; -"15 features/1/0/attn/view/0" -> "17 features/1/0/attn/__getitem__/0" [label="(225, 4)", style=solid]; -"16 features.1.0.attn.relative_position_index" -> "17 features/1/0/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"17 features/1/0/attn/__getitem__/0" -> "18 features/1/0/attn/view/1" [label="(4096, 4)", style=solid]; -"18 features/1/0/attn/view/1" -> "19 features/1/0/attn/permute/0" [label="(64, 64, 4)", style=solid]; -"19 features/1/0/attn/permute/0" -> "20 features/1/0/attn/contiguous/0" [label="(4, 64, 64)", style=solid]; -"20 features/1/0/attn/contiguous/0" -> "21 features/1/0/attn/unsqueeze/0" [label="(4, 64, 64)", style=solid]; -"21 features/1/0/attn/unsqueeze/0" -> "22 features/1/0/attn/sigmoid/0" [label="(1, 4, 64, 64)", style=solid]; -"22 features/1/0/attn/sigmoid/0" -> "23 features/1/0/attn/mul/0" [label="(1, 4, 64, 64)", style=solid]; -"23 features/1/0/attn/mul/0" -> "48 features/1/0/attn/add/0" [label="(1, 4, 64, 64)", style=solid]; -"24 features/1/0/attn/pad/0" -> "25 features/1/0/attn/view/2" [label="(1, 16, 16, 128)", style=solid]; -"25 features/1/0/attn/view/2" -> "26 features/1/0/attn/permute/1" [label="(1, 2, 8, 2, 8, 128)", style=solid]; -"26 features/1/0/attn/permute/1" -> "27 features/1/0/attn/reshape/0" [label="(1, 2, 2, 8, 8, 128)", style=solid]; -"27 features/1/0/attn/reshape/0" -> "34 features/1/0/attn/linear/0" [label="(4, 64, 128)", style=solid]; -"28 features.1.0.attn.qkv.bias" -> "29 features/1/0/attn/clone/0" [label="(384,)", style=solid]; -"29 features/1/0/attn/clone/0" -> "30 features/1/0/attn/numel/0" [label="(384,)", style=solid]; -"29 features/1/0/attn/clone/0" -> "31 features/1/0/attn/__getitem__/1" [label="(384,)", style=solid]; -"29 features/1/0/attn/clone/0" -> "34 features/1/0/attn/linear/0" [label="(384,)", style=solid]; -"31 features/1/0/attn/__getitem__/1" -> "32 features/1/0/attn/zero_/0" [label="(128,)", style=solid]; -"33 features.1.0.attn.qkv.weight" -> "34 features/1/0/attn/linear/0" [label="(384, 128)", style=solid]; -"34 features/1/0/attn/linear/0" -> "35 features/1/0/attn/reshape/1" [label="(4, 64, 384)", style=solid]; -"35 features/1/0/attn/reshape/1" -> "36 features/1/0/attn/permute/2" [label="(4, 64, 3, 4, 32)", style=solid]; -"36 features/1/0/attn/permute/2" -> "37 features/1/0/attn/__getitem__/2" [label="(3, 4, 4, 64, 32)", style=solid]; -"36 features/1/0/attn/permute/2" -> "38 features/1/0/attn/__getitem__/3" [label="(3, 4, 4, 64, 32)", style=solid]; -"36 features/1/0/attn/permute/2" -> "39 features/1/0/attn/__getitem__/4" [label="(3, 4, 4, 64, 32)", style=solid]; -"37 features/1/0/attn/__getitem__/2" -> "40 features/1/0/attn/normalize/0" [label="(4, 4, 64, 32)", style=solid]; -"38 features/1/0/attn/__getitem__/3" -> "41 features/1/0/attn/normalize/1" [label="(4, 4, 64, 32)", style=solid]; -"39 features/1/0/attn/__getitem__/4" -> "51 features/1/0/attn/matmul/1" [label="(4, 4, 64, 32)", style=solid]; -"40 features/1/0/attn/normalize/0" -> "43 features/1/0/attn/matmul/0" [label="(4, 4, 64, 32)", style=solid]; -"41 features/1/0/attn/normalize/1" -> "42 features/1/0/attn/transpose/0" [label="(4, 4, 64, 32)", style=solid]; -"42 features/1/0/attn/transpose/0" -> "43 features/1/0/attn/matmul/0" [label="(4, 4, 32, 64)", style=solid]; -"43 features/1/0/attn/matmul/0" -> "47 features/1/0/attn/mul/1" [label="(4, 4, 64, 64)", style=solid]; -"44 features.1.0.attn.logit_scale" -> "45 features/1/0/attn/clamp/0" [label="(4, 1, 1)", style=solid]; -"45 features/1/0/attn/clamp/0" -> "46 features/1/0/attn/exp/0" [label="(4, 1, 1)", style=solid]; -"46 features/1/0/attn/exp/0" -> "47 features/1/0/attn/mul/1" [label="(4, 1, 1)", style=solid]; -"47 features/1/0/attn/mul/1" -> "48 features/1/0/attn/add/0" [label="(4, 4, 64, 64)", style=solid]; -"48 features/1/0/attn/add/0" -> "49 features/1/0/attn/softmax/0" [label="(4, 4, 64, 64)", style=solid]; -"49 features/1/0/attn/softmax/0" -> "50 features/1/0/attn/dropout/0" [label="(4, 4, 64, 64)", style=solid]; -"50 features/1/0/attn/dropout/0" -> "51 features/1/0/attn/matmul/1" [label="(4, 4, 64, 64)", style=solid]; -"51 features/1/0/attn/matmul/1" -> "52 features/1/0/attn/transpose/1" [label="(4, 4, 64, 32)", style=solid]; -"52 features/1/0/attn/transpose/1" -> "53 features/1/0/attn/reshape/2" [label="(4, 64, 4, 32)", style=solid]; -"53 features/1/0/attn/reshape/2" -> "56 features/1/0/attn/linear/1" [label="(4, 64, 128)", style=solid]; -"54 features.1.0.attn.proj.weight" -> "56 features/1/0/attn/linear/1" [label="(128, 128)", style=solid]; -"55 features.1.0.attn.proj.bias" -> "56 features/1/0/attn/linear/1" [label="(128,)", style=solid]; -"56 features/1/0/attn/linear/1" -> "57 features/1/0/attn/dropout/1" [label="(4, 64, 128)", style=solid]; -"57 features/1/0/attn/dropout/1" -> "58 features/1/0/attn/view/3" [label="(4, 64, 128)", style=solid]; -"58 features/1/0/attn/view/3" -> "59 features/1/0/attn/permute/3" [label="(1, 2, 2, 8, 8, 128)", style=solid]; -"59 features/1/0/attn/permute/3" -> "60 features/1/0/attn/reshape/3" [label="(1, 2, 8, 2, 8, 128)", style=solid]; -"60 features/1/0/attn/reshape/3" -> "61 features/1/0/attn/__getitem__/5" [label="(1, 16, 16, 128)", style=solid]; -"61 features/1/0/attn/__getitem__/5" -> "62 features/1/0/attn/contiguous/1" [label="(1, 16, 16, 128)", style=solid]; -"62 features/1/0/attn/contiguous/1" -> "65 features/1/0/norm1/layer_norm/0" [label="(1, 16, 16, 128)", style=solid]; -"63 features.1.0.norm1.weight" -> "65 features/1/0/norm1/layer_norm/0" [label="(128,)", style=solid]; -"64 features.1.0.norm1.bias" -> "65 features/1/0/norm1/layer_norm/0" [label="(128,)", style=solid]; -"65 features/1/0/norm1/layer_norm/0" -> "66 features/1/0/add/0" [label="(1, 16, 16, 128)", style=solid]; -"66 features/1/0/add/0" -> "69 features/1/0/mlp/0/linear/0" [label="(1, 16, 16, 128)", style=solid]; -"66 features/1/0/add/0" -> "79 features/1/0/add/1" [label="(1, 16, 16, 128)", style=solid]; -"67 features.1.0.mlp.0.weight" -> "69 features/1/0/mlp/0/linear/0" [label="(512, 128)", style=solid]; -"68 features.1.0.mlp.0.bias" -> "69 features/1/0/mlp/0/linear/0" [label="(512,)", style=solid]; -"69 features/1/0/mlp/0/linear/0" -> "70 features/1/0/mlp/1/gelu/0" [label="(1, 16, 16, 512)", style=solid]; -"70 features/1/0/mlp/1/gelu/0" -> "71 features/1/0/mlp/2/dropout/0" [label="(1, 16, 16, 512)", style=solid]; -"71 features/1/0/mlp/2/dropout/0" -> "74 features/1/0/mlp/3/linear/0" [label="(1, 16, 16, 512)", style=solid]; -"72 features.1.0.mlp.3.weight" -> "74 features/1/0/mlp/3/linear/0" [label="(128, 512)", style=solid]; -"73 features.1.0.mlp.3.bias" -> "74 features/1/0/mlp/3/linear/0" [label="(128,)", style=solid]; -"74 features/1/0/mlp/3/linear/0" -> "75 features/1/0/mlp/4/dropout/0" [label="(1, 16, 16, 128)", style=solid]; -"75 features/1/0/mlp/4/dropout/0" -> "78 features/1/0/norm2/layer_norm/0" [label="(1, 16, 16, 128)", style=solid]; -"76 features.1.0.norm2.weight" -> "78 features/1/0/norm2/layer_norm/0" [label="(128,)", style=solid]; -"77 features.1.0.norm2.bias" -> "78 features/1/0/norm2/layer_norm/0" [label="(128,)", style=solid]; -"78 features/1/0/norm2/layer_norm/0" -> "79 features/1/0/add/1" [label="(1, 16, 16, 128)", style=solid]; -"79 features/1/0/add/1" -> "96 features/1/1/attn/pad/0" [label="(1, 16, 16, 128)", style=solid]; -"79 features/1/0/add/1" -> "165 features/1/1/add/0" [label="(1, 16, 16, 128)", style=solid]; -"80 features.1.1.attn.relative_coords_table" -> "83 features/1/1/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"81 features.1.1.attn.cpb_mlp.0.weight" -> "83 features/1/1/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"82 features.1.1.attn.cpb_mlp.0.bias" -> "83 features/1/1/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"83 features/1/1/attn/cpb_mlp/0/linear/0" -> "84 features/1/1/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"84 features/1/1/attn/cpb_mlp/1/relu_/0" -> "86 features/1/1/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"85 features.1.1.attn.cpb_mlp.2.weight" -> "86 features/1/1/attn/cpb_mlp/2/linear/0" [label="(4, 512)", style=solid]; -"86 features/1/1/attn/cpb_mlp/2/linear/0" -> "87 features/1/1/attn/view/0" [label="(1, 15, 15, 4)", style=solid]; -"87 features/1/1/attn/view/0" -> "89 features/1/1/attn/__getitem__/0" [label="(225, 4)", style=solid]; -"88 features.1.1.attn.relative_position_index" -> "89 features/1/1/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"89 features/1/1/attn/__getitem__/0" -> "90 features/1/1/attn/view/1" [label="(4096, 4)", style=solid]; -"90 features/1/1/attn/view/1" -> "91 features/1/1/attn/permute/0" [label="(64, 64, 4)", style=solid]; -"91 features/1/1/attn/permute/0" -> "92 features/1/1/attn/contiguous/0" [label="(4, 64, 64)", style=solid]; -"92 features/1/1/attn/contiguous/0" -> "93 features/1/1/attn/unsqueeze/0" [label="(4, 64, 64)", style=solid]; -"93 features/1/1/attn/unsqueeze/0" -> "94 features/1/1/attn/sigmoid/0" [label="(1, 4, 64, 64)", style=solid]; -"94 features/1/1/attn/sigmoid/0" -> "95 features/1/1/attn/mul/0" [label="(1, 4, 64, 64)", style=solid]; -"95 features/1/1/attn/mul/0" -> "121 features/1/1/attn/add/0" [label="(1, 4, 64, 64)", style=solid]; -"96 features/1/1/attn/pad/0" -> "97 features/1/1/attn/roll/0" [label="(1, 16, 16, 128)", style=solid]; -"97 features/1/1/attn/roll/0" -> "98 features/1/1/attn/view/2" [label="(1, 16, 16, 128)", style=solid]; -"98 features/1/1/attn/view/2" -> "99 features/1/1/attn/permute/1" [label="(1, 2, 8, 2, 8, 128)", style=solid]; -"99 features/1/1/attn/permute/1" -> "100 features/1/1/attn/reshape/0" [label="(1, 2, 2, 8, 8, 128)", style=solid]; -"100 features/1/1/attn/reshape/0" -> "107 features/1/1/attn/linear/0" [label="(4, 64, 128)", style=solid]; -"100 features/1/1/attn/reshape/0" -> "122 features/1/1/attn/new_zeros/0" [label="(4, 64, 128)", style=solid]; -"101 features.1.1.attn.qkv.bias" -> "102 features/1/1/attn/clone/0" [label="(384,)", style=solid]; -"102 features/1/1/attn/clone/0" -> "103 features/1/1/attn/numel/0" [label="(384,)", style=solid]; -"102 features/1/1/attn/clone/0" -> "104 features/1/1/attn/__getitem__/1" [label="(384,)", style=solid]; -"102 features/1/1/attn/clone/0" -> "107 features/1/1/attn/linear/0" [label="(384,)", style=solid]; -"104 features/1/1/attn/__getitem__/1" -> "105 features/1/1/attn/zero_/0" [label="(128,)", style=solid]; -"106 features.1.1.attn.qkv.weight" -> "107 features/1/1/attn/linear/0" [label="(384, 128)", style=solid]; -"107 features/1/1/attn/linear/0" -> "108 features/1/1/attn/reshape/1" [label="(4, 64, 384)", style=solid]; -"108 features/1/1/attn/reshape/1" -> "109 features/1/1/attn/permute/2" [label="(4, 64, 3, 4, 32)", style=solid]; -"109 features/1/1/attn/permute/2" -> "110 features/1/1/attn/__getitem__/2" [label="(3, 4, 4, 64, 32)", style=solid]; -"109 features/1/1/attn/permute/2" -> "111 features/1/1/attn/__getitem__/3" [label="(3, 4, 4, 64, 32)", style=solid]; -"109 features/1/1/attn/permute/2" -> "112 features/1/1/attn/__getitem__/4" [label="(3, 4, 4, 64, 32)", style=solid]; -"110 features/1/1/attn/__getitem__/2" -> "113 features/1/1/attn/normalize/0" [label="(4, 4, 64, 32)", style=solid]; -"111 features/1/1/attn/__getitem__/3" -> "114 features/1/1/attn/normalize/1" [label="(4, 4, 64, 32)", style=solid]; -"112 features/1/1/attn/__getitem__/4" -> "149 features/1/1/attn/matmul/1" [label="(4, 4, 64, 32)", style=solid]; -"113 features/1/1/attn/normalize/0" -> "116 features/1/1/attn/matmul/0" [label="(4, 4, 64, 32)", style=solid]; -"114 features/1/1/attn/normalize/1" -> "115 features/1/1/attn/transpose/0" [label="(4, 4, 64, 32)", style=solid]; -"115 features/1/1/attn/transpose/0" -> "116 features/1/1/attn/matmul/0" [label="(4, 4, 32, 64)", style=solid]; -"116 features/1/1/attn/matmul/0" -> "120 features/1/1/attn/mul/1" [label="(4, 4, 64, 64)", style=solid]; -"117 features.1.1.attn.logit_scale" -> "118 features/1/1/attn/clamp/0" [label="(4, 1, 1)", style=solid]; -"118 features/1/1/attn/clamp/0" -> "119 features/1/1/attn/exp/0" [label="(4, 1, 1)", style=solid]; -"119 features/1/1/attn/exp/0" -> "120 features/1/1/attn/mul/1" [label="(4, 1, 1)", style=solid]; -"120 features/1/1/attn/mul/1" -> "121 features/1/1/attn/add/0" [label="(4, 4, 64, 64)", style=solid]; -"121 features/1/1/attn/add/0" -> "142 features/1/1/attn/view/4" [label="(4, 4, 64, 64)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "123 features/1/1/attn/__setitem__/0" [label="(16, 16)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "124 features/1/1/attn/__setitem__/1" [label="(16, 16)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "125 features/1/1/attn/__setitem__/2" [label="(16, 16)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "126 features/1/1/attn/__setitem__/3" [label="(16, 16)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "127 features/1/1/attn/__setitem__/4" [label="(16, 16)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "128 features/1/1/attn/__setitem__/5" [label="(16, 16)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "129 features/1/1/attn/__setitem__/6" [label="(16, 16)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "130 features/1/1/attn/__setitem__/7" [label="(16, 16)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "131 features/1/1/attn/__setitem__/8" [label="(16, 16)", style=solid]; -"122 features/1/1/attn/new_zeros/0" -> "132 features/1/1/attn/view/3" [label="(16, 16)", style=solid]; -"132 features/1/1/attn/view/3" -> "133 features/1/1/attn/permute/3" [label="(2, 8, 2, 8)", style=solid]; -"133 features/1/1/attn/permute/3" -> "134 features/1/1/attn/reshape/2" [label="(2, 2, 8, 8)", style=solid]; -"134 features/1/1/attn/reshape/2" -> "135 features/1/1/attn/unsqueeze/1" [label="(4, 64)", style=solid]; -"134 features/1/1/attn/reshape/2" -> "136 features/1/1/attn/unsqueeze/2" [label="(4, 64)", style=solid]; -"135 features/1/1/attn/unsqueeze/1" -> "137 features/1/1/attn/sub/0" [label="(4, 1, 64)", style=solid]; -"136 features/1/1/attn/unsqueeze/2" -> "137 features/1/1/attn/sub/0" [label="(4, 64, 1)", style=solid]; -"137 features/1/1/attn/sub/0" -> "138 features/1/1/attn/ne/0" [label="(4, 64, 64)", style=solid]; -"137 features/1/1/attn/sub/0" -> "139 features/1/1/attn/masked_fill/0" [label="(4, 64, 64)", style=solid]; -"137 features/1/1/attn/sub/0" -> "140 features/1/1/attn/__eq__/0" [label="(4, 64, 64)", style=solid]; -"138 features/1/1/attn/ne/0" -> "139 features/1/1/attn/masked_fill/0" [label="(4, 64, 64)", style=dashed]; -"139 features/1/1/attn/masked_fill/0" -> "141 features/1/1/attn/masked_fill/1" [label="(4, 64, 64)", style=solid]; -"140 features/1/1/attn/__eq__/0" -> "141 features/1/1/attn/masked_fill/1" [label="(4, 64, 64)", style=dashed]; -"141 features/1/1/attn/masked_fill/1" -> "143 features/1/1/attn/unsqueeze/3" [label="(4, 64, 64)", style=solid]; -"142 features/1/1/attn/view/4" -> "145 features/1/1/attn/add/1" [label="(1, 4, 4, 64, 64)", style=solid]; -"143 features/1/1/attn/unsqueeze/3" -> "144 features/1/1/attn/unsqueeze/4" [label="(4, 1, 64, 64)", style=solid]; -"144 features/1/1/attn/unsqueeze/4" -> "145 features/1/1/attn/add/1" [label="(1, 4, 1, 64, 64)", style=solid]; -"145 features/1/1/attn/add/1" -> "146 features/1/1/attn/view/5" [label="(1, 4, 4, 64, 64)", style=solid]; -"146 features/1/1/attn/view/5" -> "147 features/1/1/attn/softmax/0" [label="(4, 4, 64, 64)", style=solid]; -"147 features/1/1/attn/softmax/0" -> "148 features/1/1/attn/dropout/0" [label="(4, 4, 64, 64)", style=solid]; -"148 features/1/1/attn/dropout/0" -> "149 features/1/1/attn/matmul/1" [label="(4, 4, 64, 64)", style=solid]; -"149 features/1/1/attn/matmul/1" -> "150 features/1/1/attn/transpose/1" [label="(4, 4, 64, 32)", style=solid]; -"150 features/1/1/attn/transpose/1" -> "151 features/1/1/attn/reshape/3" [label="(4, 64, 4, 32)", style=solid]; -"151 features/1/1/attn/reshape/3" -> "154 features/1/1/attn/linear/1" [label="(4, 64, 128)", style=solid]; -"152 features.1.1.attn.proj.weight" -> "154 features/1/1/attn/linear/1" [label="(128, 128)", style=solid]; -"153 features.1.1.attn.proj.bias" -> "154 features/1/1/attn/linear/1" [label="(128,)", style=solid]; -"154 features/1/1/attn/linear/1" -> "155 features/1/1/attn/dropout/1" [label="(4, 64, 128)", style=solid]; -"155 features/1/1/attn/dropout/1" -> "156 features/1/1/attn/view/6" [label="(4, 64, 128)", style=solid]; -"156 features/1/1/attn/view/6" -> "157 features/1/1/attn/permute/4" [label="(1, 2, 2, 8, 8, 128)", style=solid]; -"157 features/1/1/attn/permute/4" -> "158 features/1/1/attn/reshape/4" [label="(1, 2, 8, 2, 8, 128)", style=solid]; -"158 features/1/1/attn/reshape/4" -> "159 features/1/1/attn/roll/1" [label="(1, 16, 16, 128)", style=solid]; -"159 features/1/1/attn/roll/1" -> "160 features/1/1/attn/__getitem__/5" [label="(1, 16, 16, 128)", style=solid]; -"160 features/1/1/attn/__getitem__/5" -> "161 features/1/1/attn/contiguous/1" [label="(1, 16, 16, 128)", style=solid]; -"161 features/1/1/attn/contiguous/1" -> "164 features/1/1/norm1/layer_norm/0" [label="(1, 16, 16, 128)", style=solid]; -"162 features.1.1.norm1.weight" -> "164 features/1/1/norm1/layer_norm/0" [label="(128,)", style=solid]; -"163 features.1.1.norm1.bias" -> "164 features/1/1/norm1/layer_norm/0" [label="(128,)", style=solid]; -"164 features/1/1/norm1/layer_norm/0" -> "165 features/1/1/add/0" [label="(1, 16, 16, 128)", style=solid]; -"165 features/1/1/add/0" -> "168 features/1/1/mlp/0/linear/0" [label="(1, 16, 16, 128)", style=solid]; -"165 features/1/1/add/0" -> "178 features/1/1/add/1" [label="(1, 16, 16, 128)", style=solid]; -"166 features.1.1.mlp.0.weight" -> "168 features/1/1/mlp/0/linear/0" [label="(512, 128)", style=solid]; -"167 features.1.1.mlp.0.bias" -> "168 features/1/1/mlp/0/linear/0" [label="(512,)", style=solid]; -"168 features/1/1/mlp/0/linear/0" -> "169 features/1/1/mlp/1/gelu/0" [label="(1, 16, 16, 512)", style=solid]; -"169 features/1/1/mlp/1/gelu/0" -> "170 features/1/1/mlp/2/dropout/0" [label="(1, 16, 16, 512)", style=solid]; -"170 features/1/1/mlp/2/dropout/0" -> "173 features/1/1/mlp/3/linear/0" [label="(1, 16, 16, 512)", style=solid]; -"171 features.1.1.mlp.3.weight" -> "173 features/1/1/mlp/3/linear/0" [label="(128, 512)", style=solid]; -"172 features.1.1.mlp.3.bias" -> "173 features/1/1/mlp/3/linear/0" [label="(128,)", style=solid]; -"173 features/1/1/mlp/3/linear/0" -> "174 features/1/1/mlp/4/dropout/0" [label="(1, 16, 16, 128)", style=solid]; -"174 features/1/1/mlp/4/dropout/0" -> "177 features/1/1/norm2/layer_norm/0" [label="(1, 16, 16, 128)", style=solid]; -"175 features.1.1.norm2.weight" -> "177 features/1/1/norm2/layer_norm/0" [label="(128,)", style=solid]; -"176 features.1.1.norm2.bias" -> "177 features/1/1/norm2/layer_norm/0" [label="(128,)", style=solid]; -"177 features/1/1/norm2/layer_norm/0" -> "178 features/1/1/add/1" [label="(1, 16, 16, 128)", style=solid]; -"178 features/1/1/add/1" -> "179 features/2/pad/0" [label="(1, 16, 16, 128)", style=solid]; -"179 features/2/pad/0" -> "180 features/2/__getitem__/0" [label="(1, 16, 16, 128)", style=solid]; -"179 features/2/pad/0" -> "181 features/2/__getitem__/1" [label="(1, 16, 16, 128)", style=solid]; -"179 features/2/pad/0" -> "182 features/2/__getitem__/2" [label="(1, 16, 16, 128)", style=solid]; -"179 features/2/pad/0" -> "183 features/2/__getitem__/3" [label="(1, 16, 16, 128)", style=solid]; -"180 features/2/__getitem__/0" -> "184 features/2/cat/0" [label="(1, 8, 8, 128)", style=solid]; -"181 features/2/__getitem__/1" -> "184 features/2/cat/0" [label="(1, 8, 8, 128)", style=solid]; -"182 features/2/__getitem__/2" -> "184 features/2/cat/0" [label="(1, 8, 8, 128)", style=solid]; -"183 features/2/__getitem__/3" -> "184 features/2/cat/0" [label="(1, 8, 8, 128)", style=solid]; -"184 features/2/cat/0" -> "186 features/2/reduction/linear/0" [label="(1, 8, 8, 512)", style=solid]; -"185 features.2.reduction.weight" -> "186 features/2/reduction/linear/0" [label="(256, 512)", style=solid]; -"186 features/2/reduction/linear/0" -> "189 features/2/norm/layer_norm/0" [label="(1, 8, 8, 256)", style=solid]; -"187 features.2.norm.weight" -> "189 features/2/norm/layer_norm/0" [label="(256,)", style=solid]; -"188 features.2.norm.bias" -> "189 features/2/norm/layer_norm/0" [label="(256,)", style=solid]; -"189 features/2/norm/layer_norm/0" -> "206 features/3/0/attn/pad/0" [label="(1, 8, 8, 256)", style=solid]; -"189 features/2/norm/layer_norm/0" -> "248 features/3/0/add/0" [label="(1, 8, 8, 256)", style=solid]; -"190 features.3.0.attn.relative_coords_table" -> "193 features/3/0/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"191 features.3.0.attn.cpb_mlp.0.weight" -> "193 features/3/0/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"192 features.3.0.attn.cpb_mlp.0.bias" -> "193 features/3/0/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"193 features/3/0/attn/cpb_mlp/0/linear/0" -> "194 features/3/0/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"194 features/3/0/attn/cpb_mlp/1/relu_/0" -> "196 features/3/0/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"195 features.3.0.attn.cpb_mlp.2.weight" -> "196 features/3/0/attn/cpb_mlp/2/linear/0" [label="(8, 512)", style=solid]; -"196 features/3/0/attn/cpb_mlp/2/linear/0" -> "197 features/3/0/attn/view/0" [label="(1, 15, 15, 8)", style=solid]; -"197 features/3/0/attn/view/0" -> "199 features/3/0/attn/__getitem__/0" [label="(225, 8)", style=solid]; -"198 features.3.0.attn.relative_position_index" -> "199 features/3/0/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"199 features/3/0/attn/__getitem__/0" -> "200 features/3/0/attn/view/1" [label="(4096, 8)", style=solid]; -"200 features/3/0/attn/view/1" -> "201 features/3/0/attn/permute/0" [label="(64, 64, 8)", style=solid]; -"201 features/3/0/attn/permute/0" -> "202 features/3/0/attn/contiguous/0" [label="(8, 64, 64)", style=solid]; -"202 features/3/0/attn/contiguous/0" -> "203 features/3/0/attn/unsqueeze/0" [label="(8, 64, 64)", style=solid]; -"203 features/3/0/attn/unsqueeze/0" -> "204 features/3/0/attn/sigmoid/0" [label="(1, 8, 64, 64)", style=solid]; -"204 features/3/0/attn/sigmoid/0" -> "205 features/3/0/attn/mul/0" [label="(1, 8, 64, 64)", style=solid]; -"205 features/3/0/attn/mul/0" -> "230 features/3/0/attn/add/0" [label="(1, 8, 64, 64)", style=solid]; -"206 features/3/0/attn/pad/0" -> "207 features/3/0/attn/view/2" [label="(1, 8, 8, 256)", style=solid]; -"207 features/3/0/attn/view/2" -> "208 features/3/0/attn/permute/1" [label="(1, 1, 8, 1, 8, 256)", style=solid]; -"208 features/3/0/attn/permute/1" -> "209 features/3/0/attn/reshape/0" [label="(1, 1, 1, 8, 8, 256)", style=solid]; -"209 features/3/0/attn/reshape/0" -> "216 features/3/0/attn/linear/0" [label="(1, 64, 256)", style=solid]; -"210 features.3.0.attn.qkv.bias" -> "211 features/3/0/attn/clone/0" [label="(768,)", style=solid]; -"211 features/3/0/attn/clone/0" -> "212 features/3/0/attn/numel/0" [label="(768,)", style=solid]; -"211 features/3/0/attn/clone/0" -> "213 features/3/0/attn/__getitem__/1" [label="(768,)", style=solid]; -"211 features/3/0/attn/clone/0" -> "216 features/3/0/attn/linear/0" [label="(768,)", style=solid]; -"213 features/3/0/attn/__getitem__/1" -> "214 features/3/0/attn/zero_/0" [label="(256,)", style=solid]; -"215 features.3.0.attn.qkv.weight" -> "216 features/3/0/attn/linear/0" [label="(768, 256)", style=solid]; -"216 features/3/0/attn/linear/0" -> "217 features/3/0/attn/reshape/1" [label="(1, 64, 768)", style=solid]; -"217 features/3/0/attn/reshape/1" -> "218 features/3/0/attn/permute/2" [label="(1, 64, 3, 8, 32)", style=solid]; -"218 features/3/0/attn/permute/2" -> "219 features/3/0/attn/__getitem__/2" [label="(3, 1, 8, 64, 32)", style=solid]; -"218 features/3/0/attn/permute/2" -> "220 features/3/0/attn/__getitem__/3" [label="(3, 1, 8, 64, 32)", style=solid]; -"218 features/3/0/attn/permute/2" -> "221 features/3/0/attn/__getitem__/4" [label="(3, 1, 8, 64, 32)", style=solid]; -"219 features/3/0/attn/__getitem__/2" -> "222 features/3/0/attn/normalize/0" [label="(1, 8, 64, 32)", style=solid]; -"220 features/3/0/attn/__getitem__/3" -> "223 features/3/0/attn/normalize/1" [label="(1, 8, 64, 32)", style=solid]; -"221 features/3/0/attn/__getitem__/4" -> "233 features/3/0/attn/matmul/1" [label="(1, 8, 64, 32)", style=solid]; -"222 features/3/0/attn/normalize/0" -> "225 features/3/0/attn/matmul/0" [label="(1, 8, 64, 32)", style=solid]; -"223 features/3/0/attn/normalize/1" -> "224 features/3/0/attn/transpose/0" [label="(1, 8, 64, 32)", style=solid]; -"224 features/3/0/attn/transpose/0" -> "225 features/3/0/attn/matmul/0" [label="(1, 8, 32, 64)", style=solid]; -"225 features/3/0/attn/matmul/0" -> "229 features/3/0/attn/mul/1" [label="(1, 8, 64, 64)", style=solid]; -"226 features.3.0.attn.logit_scale" -> "227 features/3/0/attn/clamp/0" [label="(8, 1, 1)", style=solid]; -"227 features/3/0/attn/clamp/0" -> "228 features/3/0/attn/exp/0" [label="(8, 1, 1)", style=solid]; -"228 features/3/0/attn/exp/0" -> "229 features/3/0/attn/mul/1" [label="(8, 1, 1)", style=solid]; -"229 features/3/0/attn/mul/1" -> "230 features/3/0/attn/add/0" [label="(1, 8, 64, 64)", style=solid]; -"230 features/3/0/attn/add/0" -> "231 features/3/0/attn/softmax/0" [label="(1, 8, 64, 64)", style=solid]; -"231 features/3/0/attn/softmax/0" -> "232 features/3/0/attn/dropout/0" [label="(1, 8, 64, 64)", style=solid]; -"232 features/3/0/attn/dropout/0" -> "233 features/3/0/attn/matmul/1" [label="(1, 8, 64, 64)", style=solid]; -"233 features/3/0/attn/matmul/1" -> "234 features/3/0/attn/transpose/1" [label="(1, 8, 64, 32)", style=solid]; -"234 features/3/0/attn/transpose/1" -> "235 features/3/0/attn/reshape/2" [label="(1, 64, 8, 32)", style=solid]; -"235 features/3/0/attn/reshape/2" -> "238 features/3/0/attn/linear/1" [label="(1, 64, 256)", style=solid]; -"236 features.3.0.attn.proj.weight" -> "238 features/3/0/attn/linear/1" [label="(256, 256)", style=solid]; -"237 features.3.0.attn.proj.bias" -> "238 features/3/0/attn/linear/1" [label="(256,)", style=solid]; -"238 features/3/0/attn/linear/1" -> "239 features/3/0/attn/dropout/1" [label="(1, 64, 256)", style=solid]; -"239 features/3/0/attn/dropout/1" -> "240 features/3/0/attn/view/3" [label="(1, 64, 256)", style=solid]; -"240 features/3/0/attn/view/3" -> "241 features/3/0/attn/permute/3" [label="(1, 1, 1, 8, 8, 256)", style=solid]; -"241 features/3/0/attn/permute/3" -> "242 features/3/0/attn/reshape/3" [label="(1, 1, 8, 1, 8, 256)", style=solid]; -"242 features/3/0/attn/reshape/3" -> "243 features/3/0/attn/__getitem__/5" [label="(1, 8, 8, 256)", style=solid]; -"243 features/3/0/attn/__getitem__/5" -> "244 features/3/0/attn/contiguous/1" [label="(1, 8, 8, 256)", style=solid]; -"244 features/3/0/attn/contiguous/1" -> "247 features/3/0/norm1/layer_norm/0" [label="(1, 8, 8, 256)", style=solid]; -"245 features.3.0.norm1.weight" -> "247 features/3/0/norm1/layer_norm/0" [label="(256,)", style=solid]; -"246 features.3.0.norm1.bias" -> "247 features/3/0/norm1/layer_norm/0" [label="(256,)", style=solid]; -"247 features/3/0/norm1/layer_norm/0" -> "248 features/3/0/add/0" [label="(1, 8, 8, 256)", style=solid]; -"248 features/3/0/add/0" -> "251 features/3/0/mlp/0/linear/0" [label="(1, 8, 8, 256)", style=solid]; -"248 features/3/0/add/0" -> "261 features/3/0/add/1" [label="(1, 8, 8, 256)", style=solid]; -"249 features.3.0.mlp.0.weight" -> "251 features/3/0/mlp/0/linear/0" [label="(1024, 256)", style=solid]; -"250 features.3.0.mlp.0.bias" -> "251 features/3/0/mlp/0/linear/0" [label="(1024,)", style=solid]; -"251 features/3/0/mlp/0/linear/0" -> "252 features/3/0/mlp/1/gelu/0" [label="(1, 8, 8, 1024)", style=solid]; -"252 features/3/0/mlp/1/gelu/0" -> "253 features/3/0/mlp/2/dropout/0" [label="(1, 8, 8, 1024)", style=solid]; -"253 features/3/0/mlp/2/dropout/0" -> "256 features/3/0/mlp/3/linear/0" [label="(1, 8, 8, 1024)", style=solid]; -"254 features.3.0.mlp.3.weight" -> "256 features/3/0/mlp/3/linear/0" [label="(256, 1024)", style=solid]; -"255 features.3.0.mlp.3.bias" -> "256 features/3/0/mlp/3/linear/0" [label="(256,)", style=solid]; -"256 features/3/0/mlp/3/linear/0" -> "257 features/3/0/mlp/4/dropout/0" [label="(1, 8, 8, 256)", style=solid]; -"257 features/3/0/mlp/4/dropout/0" -> "260 features/3/0/norm2/layer_norm/0" [label="(1, 8, 8, 256)", style=solid]; -"258 features.3.0.norm2.weight" -> "260 features/3/0/norm2/layer_norm/0" [label="(256,)", style=solid]; -"259 features.3.0.norm2.bias" -> "260 features/3/0/norm2/layer_norm/0" [label="(256,)", style=solid]; -"260 features/3/0/norm2/layer_norm/0" -> "261 features/3/0/add/1" [label="(1, 8, 8, 256)", style=solid]; -"261 features/3/0/add/1" -> "278 features/3/1/attn/pad/0" [label="(1, 8, 8, 256)", style=solid]; -"261 features/3/0/add/1" -> "320 features/3/1/add/0" [label="(1, 8, 8, 256)", style=solid]; -"262 features.3.1.attn.relative_coords_table" -> "265 features/3/1/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"263 features.3.1.attn.cpb_mlp.0.weight" -> "265 features/3/1/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"264 features.3.1.attn.cpb_mlp.0.bias" -> "265 features/3/1/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"265 features/3/1/attn/cpb_mlp/0/linear/0" -> "266 features/3/1/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"266 features/3/1/attn/cpb_mlp/1/relu_/0" -> "268 features/3/1/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"267 features.3.1.attn.cpb_mlp.2.weight" -> "268 features/3/1/attn/cpb_mlp/2/linear/0" [label="(8, 512)", style=solid]; -"268 features/3/1/attn/cpb_mlp/2/linear/0" -> "269 features/3/1/attn/view/0" [label="(1, 15, 15, 8)", style=solid]; -"269 features/3/1/attn/view/0" -> "271 features/3/1/attn/__getitem__/0" [label="(225, 8)", style=solid]; -"270 features.3.1.attn.relative_position_index" -> "271 features/3/1/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"271 features/3/1/attn/__getitem__/0" -> "272 features/3/1/attn/view/1" [label="(4096, 8)", style=solid]; -"272 features/3/1/attn/view/1" -> "273 features/3/1/attn/permute/0" [label="(64, 64, 8)", style=solid]; -"273 features/3/1/attn/permute/0" -> "274 features/3/1/attn/contiguous/0" [label="(8, 64, 64)", style=solid]; -"274 features/3/1/attn/contiguous/0" -> "275 features/3/1/attn/unsqueeze/0" [label="(8, 64, 64)", style=solid]; -"275 features/3/1/attn/unsqueeze/0" -> "276 features/3/1/attn/sigmoid/0" [label="(1, 8, 64, 64)", style=solid]; -"276 features/3/1/attn/sigmoid/0" -> "277 features/3/1/attn/mul/0" [label="(1, 8, 64, 64)", style=solid]; -"277 features/3/1/attn/mul/0" -> "302 features/3/1/attn/add/0" [label="(1, 8, 64, 64)", style=solid]; -"278 features/3/1/attn/pad/0" -> "279 features/3/1/attn/view/2" [label="(1, 8, 8, 256)", style=solid]; -"279 features/3/1/attn/view/2" -> "280 features/3/1/attn/permute/1" [label="(1, 1, 8, 1, 8, 256)", style=solid]; -"280 features/3/1/attn/permute/1" -> "281 features/3/1/attn/reshape/0" [label="(1, 1, 1, 8, 8, 256)", style=solid]; -"281 features/3/1/attn/reshape/0" -> "288 features/3/1/attn/linear/0" [label="(1, 64, 256)", style=solid]; -"282 features.3.1.attn.qkv.bias" -> "283 features/3/1/attn/clone/0" [label="(768,)", style=solid]; -"283 features/3/1/attn/clone/0" -> "284 features/3/1/attn/numel/0" [label="(768,)", style=solid]; -"283 features/3/1/attn/clone/0" -> "285 features/3/1/attn/__getitem__/1" [label="(768,)", style=solid]; -"283 features/3/1/attn/clone/0" -> "288 features/3/1/attn/linear/0" [label="(768,)", style=solid]; -"285 features/3/1/attn/__getitem__/1" -> "286 features/3/1/attn/zero_/0" [label="(256,)", style=solid]; -"287 features.3.1.attn.qkv.weight" -> "288 features/3/1/attn/linear/0" [label="(768, 256)", style=solid]; -"288 features/3/1/attn/linear/0" -> "289 features/3/1/attn/reshape/1" [label="(1, 64, 768)", style=solid]; -"289 features/3/1/attn/reshape/1" -> "290 features/3/1/attn/permute/2" [label="(1, 64, 3, 8, 32)", style=solid]; -"290 features/3/1/attn/permute/2" -> "291 features/3/1/attn/__getitem__/2" [label="(3, 1, 8, 64, 32)", style=solid]; -"290 features/3/1/attn/permute/2" -> "292 features/3/1/attn/__getitem__/3" [label="(3, 1, 8, 64, 32)", style=solid]; -"290 features/3/1/attn/permute/2" -> "293 features/3/1/attn/__getitem__/4" [label="(3, 1, 8, 64, 32)", style=solid]; -"291 features/3/1/attn/__getitem__/2" -> "294 features/3/1/attn/normalize/0" [label="(1, 8, 64, 32)", style=solid]; -"292 features/3/1/attn/__getitem__/3" -> "295 features/3/1/attn/normalize/1" [label="(1, 8, 64, 32)", style=solid]; -"293 features/3/1/attn/__getitem__/4" -> "305 features/3/1/attn/matmul/1" [label="(1, 8, 64, 32)", style=solid]; -"294 features/3/1/attn/normalize/0" -> "297 features/3/1/attn/matmul/0" [label="(1, 8, 64, 32)", style=solid]; -"295 features/3/1/attn/normalize/1" -> "296 features/3/1/attn/transpose/0" [label="(1, 8, 64, 32)", style=solid]; -"296 features/3/1/attn/transpose/0" -> "297 features/3/1/attn/matmul/0" [label="(1, 8, 32, 64)", style=solid]; -"297 features/3/1/attn/matmul/0" -> "301 features/3/1/attn/mul/1" [label="(1, 8, 64, 64)", style=solid]; -"298 features.3.1.attn.logit_scale" -> "299 features/3/1/attn/clamp/0" [label="(8, 1, 1)", style=solid]; -"299 features/3/1/attn/clamp/0" -> "300 features/3/1/attn/exp/0" [label="(8, 1, 1)", style=solid]; -"300 features/3/1/attn/exp/0" -> "301 features/3/1/attn/mul/1" [label="(8, 1, 1)", style=solid]; -"301 features/3/1/attn/mul/1" -> "302 features/3/1/attn/add/0" [label="(1, 8, 64, 64)", style=solid]; -"302 features/3/1/attn/add/0" -> "303 features/3/1/attn/softmax/0" [label="(1, 8, 64, 64)", style=solid]; -"303 features/3/1/attn/softmax/0" -> "304 features/3/1/attn/dropout/0" [label="(1, 8, 64, 64)", style=solid]; -"304 features/3/1/attn/dropout/0" -> "305 features/3/1/attn/matmul/1" [label="(1, 8, 64, 64)", style=solid]; -"305 features/3/1/attn/matmul/1" -> "306 features/3/1/attn/transpose/1" [label="(1, 8, 64, 32)", style=solid]; -"306 features/3/1/attn/transpose/1" -> "307 features/3/1/attn/reshape/2" [label="(1, 64, 8, 32)", style=solid]; -"307 features/3/1/attn/reshape/2" -> "310 features/3/1/attn/linear/1" [label="(1, 64, 256)", style=solid]; -"308 features.3.1.attn.proj.weight" -> "310 features/3/1/attn/linear/1" [label="(256, 256)", style=solid]; -"309 features.3.1.attn.proj.bias" -> "310 features/3/1/attn/linear/1" [label="(256,)", style=solid]; -"310 features/3/1/attn/linear/1" -> "311 features/3/1/attn/dropout/1" [label="(1, 64, 256)", style=solid]; -"311 features/3/1/attn/dropout/1" -> "312 features/3/1/attn/view/3" [label="(1, 64, 256)", style=solid]; -"312 features/3/1/attn/view/3" -> "313 features/3/1/attn/permute/3" [label="(1, 1, 1, 8, 8, 256)", style=solid]; -"313 features/3/1/attn/permute/3" -> "314 features/3/1/attn/reshape/3" [label="(1, 1, 8, 1, 8, 256)", style=solid]; -"314 features/3/1/attn/reshape/3" -> "315 features/3/1/attn/__getitem__/5" [label="(1, 8, 8, 256)", style=solid]; -"315 features/3/1/attn/__getitem__/5" -> "316 features/3/1/attn/contiguous/1" [label="(1, 8, 8, 256)", style=solid]; -"316 features/3/1/attn/contiguous/1" -> "319 features/3/1/norm1/layer_norm/0" [label="(1, 8, 8, 256)", style=solid]; -"317 features.3.1.norm1.weight" -> "319 features/3/1/norm1/layer_norm/0" [label="(256,)", style=solid]; -"318 features.3.1.norm1.bias" -> "319 features/3/1/norm1/layer_norm/0" [label="(256,)", style=solid]; -"319 features/3/1/norm1/layer_norm/0" -> "320 features/3/1/add/0" [label="(1, 8, 8, 256)", style=solid]; -"320 features/3/1/add/0" -> "323 features/3/1/mlp/0/linear/0" [label="(1, 8, 8, 256)", style=solid]; -"320 features/3/1/add/0" -> "333 features/3/1/add/1" [label="(1, 8, 8, 256)", style=solid]; -"321 features.3.1.mlp.0.weight" -> "323 features/3/1/mlp/0/linear/0" [label="(1024, 256)", style=solid]; -"322 features.3.1.mlp.0.bias" -> "323 features/3/1/mlp/0/linear/0" [label="(1024,)", style=solid]; -"323 features/3/1/mlp/0/linear/0" -> "324 features/3/1/mlp/1/gelu/0" [label="(1, 8, 8, 1024)", style=solid]; -"324 features/3/1/mlp/1/gelu/0" -> "325 features/3/1/mlp/2/dropout/0" [label="(1, 8, 8, 1024)", style=solid]; -"325 features/3/1/mlp/2/dropout/0" -> "328 features/3/1/mlp/3/linear/0" [label="(1, 8, 8, 1024)", style=solid]; -"326 features.3.1.mlp.3.weight" -> "328 features/3/1/mlp/3/linear/0" [label="(256, 1024)", style=solid]; -"327 features.3.1.mlp.3.bias" -> "328 features/3/1/mlp/3/linear/0" [label="(256,)", style=solid]; -"328 features/3/1/mlp/3/linear/0" -> "329 features/3/1/mlp/4/dropout/0" [label="(1, 8, 8, 256)", style=solid]; -"329 features/3/1/mlp/4/dropout/0" -> "332 features/3/1/norm2/layer_norm/0" [label="(1, 8, 8, 256)", style=solid]; -"330 features.3.1.norm2.weight" -> "332 features/3/1/norm2/layer_norm/0" [label="(256,)", style=solid]; -"331 features.3.1.norm2.bias" -> "332 features/3/1/norm2/layer_norm/0" [label="(256,)", style=solid]; -"332 features/3/1/norm2/layer_norm/0" -> "333 features/3/1/add/1" [label="(1, 8, 8, 256)", style=solid]; -"333 features/3/1/add/1" -> "334 features/4/pad/0" [label="(1, 8, 8, 256)", style=solid]; -"334 features/4/pad/0" -> "335 features/4/__getitem__/0" [label="(1, 8, 8, 256)", style=solid]; -"334 features/4/pad/0" -> "336 features/4/__getitem__/1" [label="(1, 8, 8, 256)", style=solid]; -"334 features/4/pad/0" -> "337 features/4/__getitem__/2" [label="(1, 8, 8, 256)", style=solid]; -"334 features/4/pad/0" -> "338 features/4/__getitem__/3" [label="(1, 8, 8, 256)", style=solid]; -"335 features/4/__getitem__/0" -> "339 features/4/cat/0" [label="(1, 4, 4, 256)", style=solid]; -"336 features/4/__getitem__/1" -> "339 features/4/cat/0" [label="(1, 4, 4, 256)", style=solid]; -"337 features/4/__getitem__/2" -> "339 features/4/cat/0" [label="(1, 4, 4, 256)", style=solid]; -"338 features/4/__getitem__/3" -> "339 features/4/cat/0" [label="(1, 4, 4, 256)", style=solid]; -"339 features/4/cat/0" -> "341 features/4/reduction/linear/0" [label="(1, 4, 4, 1024)", style=solid]; -"340 features.4.reduction.weight" -> "341 features/4/reduction/linear/0" [label="(512, 1024)", style=solid]; -"341 features/4/reduction/linear/0" -> "344 features/4/norm/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"342 features.4.norm.weight" -> "344 features/4/norm/layer_norm/0" [label="(512,)", style=solid]; -"343 features.4.norm.bias" -> "344 features/4/norm/layer_norm/0" [label="(512,)", style=solid]; -"344 features/4/norm/layer_norm/0" -> "361 features/5/0/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"344 features/4/norm/layer_norm/0" -> "403 features/5/0/add/0" [label="(1, 4, 4, 512)", style=solid]; -"345 features.5.0.attn.relative_coords_table" -> "348 features/5/0/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"346 features.5.0.attn.cpb_mlp.0.weight" -> "348 features/5/0/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"347 features.5.0.attn.cpb_mlp.0.bias" -> "348 features/5/0/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"348 features/5/0/attn/cpb_mlp/0/linear/0" -> "349 features/5/0/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"349 features/5/0/attn/cpb_mlp/1/relu_/0" -> "351 features/5/0/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"350 features.5.0.attn.cpb_mlp.2.weight" -> "351 features/5/0/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"351 features/5/0/attn/cpb_mlp/2/linear/0" -> "352 features/5/0/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"352 features/5/0/attn/view/0" -> "354 features/5/0/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"353 features.5.0.attn.relative_position_index" -> "354 features/5/0/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"354 features/5/0/attn/__getitem__/0" -> "355 features/5/0/attn/view/1" [label="(4096, 16)", style=solid]; -"355 features/5/0/attn/view/1" -> "356 features/5/0/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"356 features/5/0/attn/permute/0" -> "357 features/5/0/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"357 features/5/0/attn/contiguous/0" -> "358 features/5/0/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"358 features/5/0/attn/unsqueeze/0" -> "359 features/5/0/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"359 features/5/0/attn/sigmoid/0" -> "360 features/5/0/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"360 features/5/0/attn/mul/0" -> "385 features/5/0/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"361 features/5/0/attn/pad/0" -> "362 features/5/0/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"362 features/5/0/attn/view/2" -> "363 features/5/0/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"363 features/5/0/attn/permute/1" -> "364 features/5/0/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"364 features/5/0/attn/reshape/0" -> "371 features/5/0/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"365 features.5.0.attn.qkv.bias" -> "366 features/5/0/attn/clone/0" [label="(1536,)", style=solid]; -"366 features/5/0/attn/clone/0" -> "367 features/5/0/attn/numel/0" [label="(1536,)", style=solid]; -"366 features/5/0/attn/clone/0" -> "368 features/5/0/attn/__getitem__/1" [label="(1536,)", style=solid]; -"366 features/5/0/attn/clone/0" -> "371 features/5/0/attn/linear/0" [label="(1536,)", style=solid]; -"368 features/5/0/attn/__getitem__/1" -> "369 features/5/0/attn/zero_/0" [label="(512,)", style=solid]; -"370 features.5.0.attn.qkv.weight" -> "371 features/5/0/attn/linear/0" [label="(1536, 512)", style=solid]; -"371 features/5/0/attn/linear/0" -> "372 features/5/0/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"372 features/5/0/attn/reshape/1" -> "373 features/5/0/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"373 features/5/0/attn/permute/2" -> "374 features/5/0/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"373 features/5/0/attn/permute/2" -> "375 features/5/0/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"373 features/5/0/attn/permute/2" -> "376 features/5/0/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"374 features/5/0/attn/__getitem__/2" -> "377 features/5/0/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"375 features/5/0/attn/__getitem__/3" -> "378 features/5/0/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"376 features/5/0/attn/__getitem__/4" -> "388 features/5/0/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"377 features/5/0/attn/normalize/0" -> "380 features/5/0/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"378 features/5/0/attn/normalize/1" -> "379 features/5/0/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"379 features/5/0/attn/transpose/0" -> "380 features/5/0/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"380 features/5/0/attn/matmul/0" -> "384 features/5/0/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"381 features.5.0.attn.logit_scale" -> "382 features/5/0/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"382 features/5/0/attn/clamp/0" -> "383 features/5/0/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"383 features/5/0/attn/exp/0" -> "384 features/5/0/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"384 features/5/0/attn/mul/1" -> "385 features/5/0/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"385 features/5/0/attn/add/0" -> "386 features/5/0/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"386 features/5/0/attn/softmax/0" -> "387 features/5/0/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"387 features/5/0/attn/dropout/0" -> "388 features/5/0/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"388 features/5/0/attn/matmul/1" -> "389 features/5/0/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"389 features/5/0/attn/transpose/1" -> "390 features/5/0/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"390 features/5/0/attn/reshape/2" -> "393 features/5/0/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"391 features.5.0.attn.proj.weight" -> "393 features/5/0/attn/linear/1" [label="(512, 512)", style=solid]; -"392 features.5.0.attn.proj.bias" -> "393 features/5/0/attn/linear/1" [label="(512,)", style=solid]; -"393 features/5/0/attn/linear/1" -> "394 features/5/0/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"394 features/5/0/attn/dropout/1" -> "395 features/5/0/attn/view/3" [label="(1, 64, 512)", style=solid]; -"395 features/5/0/attn/view/3" -> "396 features/5/0/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"396 features/5/0/attn/permute/3" -> "397 features/5/0/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"397 features/5/0/attn/reshape/3" -> "398 features/5/0/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"398 features/5/0/attn/__getitem__/5" -> "399 features/5/0/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"399 features/5/0/attn/contiguous/1" -> "402 features/5/0/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"400 features.5.0.norm1.weight" -> "402 features/5/0/norm1/layer_norm/0" [label="(512,)", style=solid]; -"401 features.5.0.norm1.bias" -> "402 features/5/0/norm1/layer_norm/0" [label="(512,)", style=solid]; -"402 features/5/0/norm1/layer_norm/0" -> "403 features/5/0/add/0" [label="(1, 4, 4, 512)", style=solid]; -"403 features/5/0/add/0" -> "406 features/5/0/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"403 features/5/0/add/0" -> "416 features/5/0/add/1" [label="(1, 4, 4, 512)", style=solid]; -"404 features.5.0.mlp.0.weight" -> "406 features/5/0/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"405 features.5.0.mlp.0.bias" -> "406 features/5/0/mlp/0/linear/0" [label="(2048,)", style=solid]; -"406 features/5/0/mlp/0/linear/0" -> "407 features/5/0/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"407 features/5/0/mlp/1/gelu/0" -> "408 features/5/0/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"408 features/5/0/mlp/2/dropout/0" -> "411 features/5/0/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"409 features.5.0.mlp.3.weight" -> "411 features/5/0/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"410 features.5.0.mlp.3.bias" -> "411 features/5/0/mlp/3/linear/0" [label="(512,)", style=solid]; -"411 features/5/0/mlp/3/linear/0" -> "412 features/5/0/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"412 features/5/0/mlp/4/dropout/0" -> "415 features/5/0/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"413 features.5.0.norm2.weight" -> "415 features/5/0/norm2/layer_norm/0" [label="(512,)", style=solid]; -"414 features.5.0.norm2.bias" -> "415 features/5/0/norm2/layer_norm/0" [label="(512,)", style=solid]; -"415 features/5/0/norm2/layer_norm/0" -> "416 features/5/0/add/1" [label="(1, 4, 4, 512)", style=solid]; -"416 features/5/0/add/1" -> "433 features/5/1/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"416 features/5/0/add/1" -> "475 features/5/1/add/0" [label="(1, 4, 4, 512)", style=solid]; -"417 features.5.1.attn.relative_coords_table" -> "420 features/5/1/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"418 features.5.1.attn.cpb_mlp.0.weight" -> "420 features/5/1/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"419 features.5.1.attn.cpb_mlp.0.bias" -> "420 features/5/1/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"420 features/5/1/attn/cpb_mlp/0/linear/0" -> "421 features/5/1/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"421 features/5/1/attn/cpb_mlp/1/relu_/0" -> "423 features/5/1/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"422 features.5.1.attn.cpb_mlp.2.weight" -> "423 features/5/1/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"423 features/5/1/attn/cpb_mlp/2/linear/0" -> "424 features/5/1/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"424 features/5/1/attn/view/0" -> "426 features/5/1/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"425 features.5.1.attn.relative_position_index" -> "426 features/5/1/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"426 features/5/1/attn/__getitem__/0" -> "427 features/5/1/attn/view/1" [label="(4096, 16)", style=solid]; -"427 features/5/1/attn/view/1" -> "428 features/5/1/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"428 features/5/1/attn/permute/0" -> "429 features/5/1/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"429 features/5/1/attn/contiguous/0" -> "430 features/5/1/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"430 features/5/1/attn/unsqueeze/0" -> "431 features/5/1/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"431 features/5/1/attn/sigmoid/0" -> "432 features/5/1/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"432 features/5/1/attn/mul/0" -> "457 features/5/1/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"433 features/5/1/attn/pad/0" -> "434 features/5/1/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"434 features/5/1/attn/view/2" -> "435 features/5/1/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"435 features/5/1/attn/permute/1" -> "436 features/5/1/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"436 features/5/1/attn/reshape/0" -> "443 features/5/1/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"437 features.5.1.attn.qkv.bias" -> "438 features/5/1/attn/clone/0" [label="(1536,)", style=solid]; -"438 features/5/1/attn/clone/0" -> "439 features/5/1/attn/numel/0" [label="(1536,)", style=solid]; -"438 features/5/1/attn/clone/0" -> "440 features/5/1/attn/__getitem__/1" [label="(1536,)", style=solid]; -"438 features/5/1/attn/clone/0" -> "443 features/5/1/attn/linear/0" [label="(1536,)", style=solid]; -"440 features/5/1/attn/__getitem__/1" -> "441 features/5/1/attn/zero_/0" [label="(512,)", style=solid]; -"442 features.5.1.attn.qkv.weight" -> "443 features/5/1/attn/linear/0" [label="(1536, 512)", style=solid]; -"443 features/5/1/attn/linear/0" -> "444 features/5/1/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"444 features/5/1/attn/reshape/1" -> "445 features/5/1/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"445 features/5/1/attn/permute/2" -> "446 features/5/1/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"445 features/5/1/attn/permute/2" -> "447 features/5/1/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"445 features/5/1/attn/permute/2" -> "448 features/5/1/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"446 features/5/1/attn/__getitem__/2" -> "449 features/5/1/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"447 features/5/1/attn/__getitem__/3" -> "450 features/5/1/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"448 features/5/1/attn/__getitem__/4" -> "460 features/5/1/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"449 features/5/1/attn/normalize/0" -> "452 features/5/1/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"450 features/5/1/attn/normalize/1" -> "451 features/5/1/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"451 features/5/1/attn/transpose/0" -> "452 features/5/1/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"452 features/5/1/attn/matmul/0" -> "456 features/5/1/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"453 features.5.1.attn.logit_scale" -> "454 features/5/1/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"454 features/5/1/attn/clamp/0" -> "455 features/5/1/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"455 features/5/1/attn/exp/0" -> "456 features/5/1/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"456 features/5/1/attn/mul/1" -> "457 features/5/1/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"457 features/5/1/attn/add/0" -> "458 features/5/1/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"458 features/5/1/attn/softmax/0" -> "459 features/5/1/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"459 features/5/1/attn/dropout/0" -> "460 features/5/1/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"460 features/5/1/attn/matmul/1" -> "461 features/5/1/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"461 features/5/1/attn/transpose/1" -> "462 features/5/1/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"462 features/5/1/attn/reshape/2" -> "465 features/5/1/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"463 features.5.1.attn.proj.weight" -> "465 features/5/1/attn/linear/1" [label="(512, 512)", style=solid]; -"464 features.5.1.attn.proj.bias" -> "465 features/5/1/attn/linear/1" [label="(512,)", style=solid]; -"465 features/5/1/attn/linear/1" -> "466 features/5/1/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"466 features/5/1/attn/dropout/1" -> "467 features/5/1/attn/view/3" [label="(1, 64, 512)", style=solid]; -"467 features/5/1/attn/view/3" -> "468 features/5/1/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"468 features/5/1/attn/permute/3" -> "469 features/5/1/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"469 features/5/1/attn/reshape/3" -> "470 features/5/1/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"470 features/5/1/attn/__getitem__/5" -> "471 features/5/1/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"471 features/5/1/attn/contiguous/1" -> "474 features/5/1/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"472 features.5.1.norm1.weight" -> "474 features/5/1/norm1/layer_norm/0" [label="(512,)", style=solid]; -"473 features.5.1.norm1.bias" -> "474 features/5/1/norm1/layer_norm/0" [label="(512,)", style=solid]; -"474 features/5/1/norm1/layer_norm/0" -> "475 features/5/1/add/0" [label="(1, 4, 4, 512)", style=solid]; -"475 features/5/1/add/0" -> "478 features/5/1/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"475 features/5/1/add/0" -> "488 features/5/1/add/1" [label="(1, 4, 4, 512)", style=solid]; -"476 features.5.1.mlp.0.weight" -> "478 features/5/1/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"477 features.5.1.mlp.0.bias" -> "478 features/5/1/mlp/0/linear/0" [label="(2048,)", style=solid]; -"478 features/5/1/mlp/0/linear/0" -> "479 features/5/1/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"479 features/5/1/mlp/1/gelu/0" -> "480 features/5/1/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"480 features/5/1/mlp/2/dropout/0" -> "483 features/5/1/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"481 features.5.1.mlp.3.weight" -> "483 features/5/1/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"482 features.5.1.mlp.3.bias" -> "483 features/5/1/mlp/3/linear/0" [label="(512,)", style=solid]; -"483 features/5/1/mlp/3/linear/0" -> "484 features/5/1/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"484 features/5/1/mlp/4/dropout/0" -> "487 features/5/1/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"485 features.5.1.norm2.weight" -> "487 features/5/1/norm2/layer_norm/0" [label="(512,)", style=solid]; -"486 features.5.1.norm2.bias" -> "487 features/5/1/norm2/layer_norm/0" [label="(512,)", style=solid]; -"487 features/5/1/norm2/layer_norm/0" -> "488 features/5/1/add/1" [label="(1, 4, 4, 512)", style=solid]; -"488 features/5/1/add/1" -> "505 features/5/2/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"488 features/5/1/add/1" -> "547 features/5/2/add/0" [label="(1, 4, 4, 512)", style=solid]; -"489 features.5.2.attn.relative_coords_table" -> "492 features/5/2/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"490 features.5.2.attn.cpb_mlp.0.weight" -> "492 features/5/2/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"491 features.5.2.attn.cpb_mlp.0.bias" -> "492 features/5/2/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"492 features/5/2/attn/cpb_mlp/0/linear/0" -> "493 features/5/2/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"493 features/5/2/attn/cpb_mlp/1/relu_/0" -> "495 features/5/2/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"494 features.5.2.attn.cpb_mlp.2.weight" -> "495 features/5/2/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"495 features/5/2/attn/cpb_mlp/2/linear/0" -> "496 features/5/2/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"496 features/5/2/attn/view/0" -> "498 features/5/2/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"497 features.5.2.attn.relative_position_index" -> "498 features/5/2/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"498 features/5/2/attn/__getitem__/0" -> "499 features/5/2/attn/view/1" [label="(4096, 16)", style=solid]; -"499 features/5/2/attn/view/1" -> "500 features/5/2/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"500 features/5/2/attn/permute/0" -> "501 features/5/2/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"501 features/5/2/attn/contiguous/0" -> "502 features/5/2/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"502 features/5/2/attn/unsqueeze/0" -> "503 features/5/2/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"503 features/5/2/attn/sigmoid/0" -> "504 features/5/2/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"504 features/5/2/attn/mul/0" -> "529 features/5/2/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"505 features/5/2/attn/pad/0" -> "506 features/5/2/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"506 features/5/2/attn/view/2" -> "507 features/5/2/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"507 features/5/2/attn/permute/1" -> "508 features/5/2/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"508 features/5/2/attn/reshape/0" -> "515 features/5/2/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"509 features.5.2.attn.qkv.bias" -> "510 features/5/2/attn/clone/0" [label="(1536,)", style=solid]; -"510 features/5/2/attn/clone/0" -> "511 features/5/2/attn/numel/0" [label="(1536,)", style=solid]; -"510 features/5/2/attn/clone/0" -> "512 features/5/2/attn/__getitem__/1" [label="(1536,)", style=solid]; -"510 features/5/2/attn/clone/0" -> "515 features/5/2/attn/linear/0" [label="(1536,)", style=solid]; -"512 features/5/2/attn/__getitem__/1" -> "513 features/5/2/attn/zero_/0" [label="(512,)", style=solid]; -"514 features.5.2.attn.qkv.weight" -> "515 features/5/2/attn/linear/0" [label="(1536, 512)", style=solid]; -"515 features/5/2/attn/linear/0" -> "516 features/5/2/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"516 features/5/2/attn/reshape/1" -> "517 features/5/2/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"517 features/5/2/attn/permute/2" -> "518 features/5/2/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"517 features/5/2/attn/permute/2" -> "519 features/5/2/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"517 features/5/2/attn/permute/2" -> "520 features/5/2/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"518 features/5/2/attn/__getitem__/2" -> "521 features/5/2/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"519 features/5/2/attn/__getitem__/3" -> "522 features/5/2/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"520 features/5/2/attn/__getitem__/4" -> "532 features/5/2/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"521 features/5/2/attn/normalize/0" -> "524 features/5/2/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"522 features/5/2/attn/normalize/1" -> "523 features/5/2/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"523 features/5/2/attn/transpose/0" -> "524 features/5/2/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"524 features/5/2/attn/matmul/0" -> "528 features/5/2/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"525 features.5.2.attn.logit_scale" -> "526 features/5/2/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"526 features/5/2/attn/clamp/0" -> "527 features/5/2/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"527 features/5/2/attn/exp/0" -> "528 features/5/2/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"528 features/5/2/attn/mul/1" -> "529 features/5/2/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"529 features/5/2/attn/add/0" -> "530 features/5/2/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"530 features/5/2/attn/softmax/0" -> "531 features/5/2/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"531 features/5/2/attn/dropout/0" -> "532 features/5/2/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"532 features/5/2/attn/matmul/1" -> "533 features/5/2/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"533 features/5/2/attn/transpose/1" -> "534 features/5/2/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"534 features/5/2/attn/reshape/2" -> "537 features/5/2/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"535 features.5.2.attn.proj.weight" -> "537 features/5/2/attn/linear/1" [label="(512, 512)", style=solid]; -"536 features.5.2.attn.proj.bias" -> "537 features/5/2/attn/linear/1" [label="(512,)", style=solid]; -"537 features/5/2/attn/linear/1" -> "538 features/5/2/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"538 features/5/2/attn/dropout/1" -> "539 features/5/2/attn/view/3" [label="(1, 64, 512)", style=solid]; -"539 features/5/2/attn/view/3" -> "540 features/5/2/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"540 features/5/2/attn/permute/3" -> "541 features/5/2/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"541 features/5/2/attn/reshape/3" -> "542 features/5/2/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"542 features/5/2/attn/__getitem__/5" -> "543 features/5/2/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"543 features/5/2/attn/contiguous/1" -> "546 features/5/2/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"544 features.5.2.norm1.weight" -> "546 features/5/2/norm1/layer_norm/0" [label="(512,)", style=solid]; -"545 features.5.2.norm1.bias" -> "546 features/5/2/norm1/layer_norm/0" [label="(512,)", style=solid]; -"546 features/5/2/norm1/layer_norm/0" -> "547 features/5/2/add/0" [label="(1, 4, 4, 512)", style=solid]; -"547 features/5/2/add/0" -> "550 features/5/2/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"547 features/5/2/add/0" -> "560 features/5/2/add/1" [label="(1, 4, 4, 512)", style=solid]; -"548 features.5.2.mlp.0.weight" -> "550 features/5/2/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"549 features.5.2.mlp.0.bias" -> "550 features/5/2/mlp/0/linear/0" [label="(2048,)", style=solid]; -"550 features/5/2/mlp/0/linear/0" -> "551 features/5/2/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"551 features/5/2/mlp/1/gelu/0" -> "552 features/5/2/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"552 features/5/2/mlp/2/dropout/0" -> "555 features/5/2/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"553 features.5.2.mlp.3.weight" -> "555 features/5/2/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"554 features.5.2.mlp.3.bias" -> "555 features/5/2/mlp/3/linear/0" [label="(512,)", style=solid]; -"555 features/5/2/mlp/3/linear/0" -> "556 features/5/2/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"556 features/5/2/mlp/4/dropout/0" -> "559 features/5/2/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"557 features.5.2.norm2.weight" -> "559 features/5/2/norm2/layer_norm/0" [label="(512,)", style=solid]; -"558 features.5.2.norm2.bias" -> "559 features/5/2/norm2/layer_norm/0" [label="(512,)", style=solid]; -"559 features/5/2/norm2/layer_norm/0" -> "560 features/5/2/add/1" [label="(1, 4, 4, 512)", style=solid]; -"560 features/5/2/add/1" -> "577 features/5/3/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"560 features/5/2/add/1" -> "619 features/5/3/add/0" [label="(1, 4, 4, 512)", style=solid]; -"561 features.5.3.attn.relative_coords_table" -> "564 features/5/3/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"562 features.5.3.attn.cpb_mlp.0.weight" -> "564 features/5/3/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"563 features.5.3.attn.cpb_mlp.0.bias" -> "564 features/5/3/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"564 features/5/3/attn/cpb_mlp/0/linear/0" -> "565 features/5/3/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"565 features/5/3/attn/cpb_mlp/1/relu_/0" -> "567 features/5/3/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"566 features.5.3.attn.cpb_mlp.2.weight" -> "567 features/5/3/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"567 features/5/3/attn/cpb_mlp/2/linear/0" -> "568 features/5/3/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"568 features/5/3/attn/view/0" -> "570 features/5/3/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"569 features.5.3.attn.relative_position_index" -> "570 features/5/3/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"570 features/5/3/attn/__getitem__/0" -> "571 features/5/3/attn/view/1" [label="(4096, 16)", style=solid]; -"571 features/5/3/attn/view/1" -> "572 features/5/3/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"572 features/5/3/attn/permute/0" -> "573 features/5/3/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"573 features/5/3/attn/contiguous/0" -> "574 features/5/3/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"574 features/5/3/attn/unsqueeze/0" -> "575 features/5/3/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"575 features/5/3/attn/sigmoid/0" -> "576 features/5/3/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"576 features/5/3/attn/mul/0" -> "601 features/5/3/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"577 features/5/3/attn/pad/0" -> "578 features/5/3/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"578 features/5/3/attn/view/2" -> "579 features/5/3/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"579 features/5/3/attn/permute/1" -> "580 features/5/3/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"580 features/5/3/attn/reshape/0" -> "587 features/5/3/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"581 features.5.3.attn.qkv.bias" -> "582 features/5/3/attn/clone/0" [label="(1536,)", style=solid]; -"582 features/5/3/attn/clone/0" -> "583 features/5/3/attn/numel/0" [label="(1536,)", style=solid]; -"582 features/5/3/attn/clone/0" -> "584 features/5/3/attn/__getitem__/1" [label="(1536,)", style=solid]; -"582 features/5/3/attn/clone/0" -> "587 features/5/3/attn/linear/0" [label="(1536,)", style=solid]; -"584 features/5/3/attn/__getitem__/1" -> "585 features/5/3/attn/zero_/0" [label="(512,)", style=solid]; -"586 features.5.3.attn.qkv.weight" -> "587 features/5/3/attn/linear/0" [label="(1536, 512)", style=solid]; -"587 features/5/3/attn/linear/0" -> "588 features/5/3/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"588 features/5/3/attn/reshape/1" -> "589 features/5/3/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"589 features/5/3/attn/permute/2" -> "590 features/5/3/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"589 features/5/3/attn/permute/2" -> "591 features/5/3/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"589 features/5/3/attn/permute/2" -> "592 features/5/3/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"590 features/5/3/attn/__getitem__/2" -> "593 features/5/3/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"591 features/5/3/attn/__getitem__/3" -> "594 features/5/3/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"592 features/5/3/attn/__getitem__/4" -> "604 features/5/3/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"593 features/5/3/attn/normalize/0" -> "596 features/5/3/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"594 features/5/3/attn/normalize/1" -> "595 features/5/3/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"595 features/5/3/attn/transpose/0" -> "596 features/5/3/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"596 features/5/3/attn/matmul/0" -> "600 features/5/3/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"597 features.5.3.attn.logit_scale" -> "598 features/5/3/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"598 features/5/3/attn/clamp/0" -> "599 features/5/3/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"599 features/5/3/attn/exp/0" -> "600 features/5/3/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"600 features/5/3/attn/mul/1" -> "601 features/5/3/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"601 features/5/3/attn/add/0" -> "602 features/5/3/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"602 features/5/3/attn/softmax/0" -> "603 features/5/3/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"603 features/5/3/attn/dropout/0" -> "604 features/5/3/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"604 features/5/3/attn/matmul/1" -> "605 features/5/3/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"605 features/5/3/attn/transpose/1" -> "606 features/5/3/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"606 features/5/3/attn/reshape/2" -> "609 features/5/3/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"607 features.5.3.attn.proj.weight" -> "609 features/5/3/attn/linear/1" [label="(512, 512)", style=solid]; -"608 features.5.3.attn.proj.bias" -> "609 features/5/3/attn/linear/1" [label="(512,)", style=solid]; -"609 features/5/3/attn/linear/1" -> "610 features/5/3/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"610 features/5/3/attn/dropout/1" -> "611 features/5/3/attn/view/3" [label="(1, 64, 512)", style=solid]; -"611 features/5/3/attn/view/3" -> "612 features/5/3/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"612 features/5/3/attn/permute/3" -> "613 features/5/3/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"613 features/5/3/attn/reshape/3" -> "614 features/5/3/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"614 features/5/3/attn/__getitem__/5" -> "615 features/5/3/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"615 features/5/3/attn/contiguous/1" -> "618 features/5/3/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"616 features.5.3.norm1.weight" -> "618 features/5/3/norm1/layer_norm/0" [label="(512,)", style=solid]; -"617 features.5.3.norm1.bias" -> "618 features/5/3/norm1/layer_norm/0" [label="(512,)", style=solid]; -"618 features/5/3/norm1/layer_norm/0" -> "619 features/5/3/add/0" [label="(1, 4, 4, 512)", style=solid]; -"619 features/5/3/add/0" -> "622 features/5/3/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"619 features/5/3/add/0" -> "632 features/5/3/add/1" [label="(1, 4, 4, 512)", style=solid]; -"620 features.5.3.mlp.0.weight" -> "622 features/5/3/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"621 features.5.3.mlp.0.bias" -> "622 features/5/3/mlp/0/linear/0" [label="(2048,)", style=solid]; -"622 features/5/3/mlp/0/linear/0" -> "623 features/5/3/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"623 features/5/3/mlp/1/gelu/0" -> "624 features/5/3/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"624 features/5/3/mlp/2/dropout/0" -> "627 features/5/3/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"625 features.5.3.mlp.3.weight" -> "627 features/5/3/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"626 features.5.3.mlp.3.bias" -> "627 features/5/3/mlp/3/linear/0" [label="(512,)", style=solid]; -"627 features/5/3/mlp/3/linear/0" -> "628 features/5/3/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"628 features/5/3/mlp/4/dropout/0" -> "631 features/5/3/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"629 features.5.3.norm2.weight" -> "631 features/5/3/norm2/layer_norm/0" [label="(512,)", style=solid]; -"630 features.5.3.norm2.bias" -> "631 features/5/3/norm2/layer_norm/0" [label="(512,)", style=solid]; -"631 features/5/3/norm2/layer_norm/0" -> "632 features/5/3/add/1" [label="(1, 4, 4, 512)", style=solid]; -"632 features/5/3/add/1" -> "649 features/5/4/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"632 features/5/3/add/1" -> "691 features/5/4/add/0" [label="(1, 4, 4, 512)", style=solid]; -"633 features.5.4.attn.relative_coords_table" -> "636 features/5/4/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"634 features.5.4.attn.cpb_mlp.0.weight" -> "636 features/5/4/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"635 features.5.4.attn.cpb_mlp.0.bias" -> "636 features/5/4/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"636 features/5/4/attn/cpb_mlp/0/linear/0" -> "637 features/5/4/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"637 features/5/4/attn/cpb_mlp/1/relu_/0" -> "639 features/5/4/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"638 features.5.4.attn.cpb_mlp.2.weight" -> "639 features/5/4/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"639 features/5/4/attn/cpb_mlp/2/linear/0" -> "640 features/5/4/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"640 features/5/4/attn/view/0" -> "642 features/5/4/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"641 features.5.4.attn.relative_position_index" -> "642 features/5/4/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"642 features/5/4/attn/__getitem__/0" -> "643 features/5/4/attn/view/1" [label="(4096, 16)", style=solid]; -"643 features/5/4/attn/view/1" -> "644 features/5/4/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"644 features/5/4/attn/permute/0" -> "645 features/5/4/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"645 features/5/4/attn/contiguous/0" -> "646 features/5/4/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"646 features/5/4/attn/unsqueeze/0" -> "647 features/5/4/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"647 features/5/4/attn/sigmoid/0" -> "648 features/5/4/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"648 features/5/4/attn/mul/0" -> "673 features/5/4/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"649 features/5/4/attn/pad/0" -> "650 features/5/4/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"650 features/5/4/attn/view/2" -> "651 features/5/4/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"651 features/5/4/attn/permute/1" -> "652 features/5/4/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"652 features/5/4/attn/reshape/0" -> "659 features/5/4/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"653 features.5.4.attn.qkv.bias" -> "654 features/5/4/attn/clone/0" [label="(1536,)", style=solid]; -"654 features/5/4/attn/clone/0" -> "655 features/5/4/attn/numel/0" [label="(1536,)", style=solid]; -"654 features/5/4/attn/clone/0" -> "656 features/5/4/attn/__getitem__/1" [label="(1536,)", style=solid]; -"654 features/5/4/attn/clone/0" -> "659 features/5/4/attn/linear/0" [label="(1536,)", style=solid]; -"656 features/5/4/attn/__getitem__/1" -> "657 features/5/4/attn/zero_/0" [label="(512,)", style=solid]; -"658 features.5.4.attn.qkv.weight" -> "659 features/5/4/attn/linear/0" [label="(1536, 512)", style=solid]; -"659 features/5/4/attn/linear/0" -> "660 features/5/4/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"660 features/5/4/attn/reshape/1" -> "661 features/5/4/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"661 features/5/4/attn/permute/2" -> "662 features/5/4/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"661 features/5/4/attn/permute/2" -> "663 features/5/4/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"661 features/5/4/attn/permute/2" -> "664 features/5/4/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"662 features/5/4/attn/__getitem__/2" -> "665 features/5/4/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"663 features/5/4/attn/__getitem__/3" -> "666 features/5/4/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"664 features/5/4/attn/__getitem__/4" -> "676 features/5/4/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"665 features/5/4/attn/normalize/0" -> "668 features/5/4/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"666 features/5/4/attn/normalize/1" -> "667 features/5/4/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"667 features/5/4/attn/transpose/0" -> "668 features/5/4/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"668 features/5/4/attn/matmul/0" -> "672 features/5/4/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"669 features.5.4.attn.logit_scale" -> "670 features/5/4/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"670 features/5/4/attn/clamp/0" -> "671 features/5/4/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"671 features/5/4/attn/exp/0" -> "672 features/5/4/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"672 features/5/4/attn/mul/1" -> "673 features/5/4/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"673 features/5/4/attn/add/0" -> "674 features/5/4/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"674 features/5/4/attn/softmax/0" -> "675 features/5/4/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"675 features/5/4/attn/dropout/0" -> "676 features/5/4/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"676 features/5/4/attn/matmul/1" -> "677 features/5/4/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"677 features/5/4/attn/transpose/1" -> "678 features/5/4/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"678 features/5/4/attn/reshape/2" -> "681 features/5/4/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"679 features.5.4.attn.proj.weight" -> "681 features/5/4/attn/linear/1" [label="(512, 512)", style=solid]; -"680 features.5.4.attn.proj.bias" -> "681 features/5/4/attn/linear/1" [label="(512,)", style=solid]; -"681 features/5/4/attn/linear/1" -> "682 features/5/4/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"682 features/5/4/attn/dropout/1" -> "683 features/5/4/attn/view/3" [label="(1, 64, 512)", style=solid]; -"683 features/5/4/attn/view/3" -> "684 features/5/4/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"684 features/5/4/attn/permute/3" -> "685 features/5/4/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"685 features/5/4/attn/reshape/3" -> "686 features/5/4/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"686 features/5/4/attn/__getitem__/5" -> "687 features/5/4/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"687 features/5/4/attn/contiguous/1" -> "690 features/5/4/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"688 features.5.4.norm1.weight" -> "690 features/5/4/norm1/layer_norm/0" [label="(512,)", style=solid]; -"689 features.5.4.norm1.bias" -> "690 features/5/4/norm1/layer_norm/0" [label="(512,)", style=solid]; -"690 features/5/4/norm1/layer_norm/0" -> "691 features/5/4/add/0" [label="(1, 4, 4, 512)", style=solid]; -"691 features/5/4/add/0" -> "694 features/5/4/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"691 features/5/4/add/0" -> "704 features/5/4/add/1" [label="(1, 4, 4, 512)", style=solid]; -"692 features.5.4.mlp.0.weight" -> "694 features/5/4/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"693 features.5.4.mlp.0.bias" -> "694 features/5/4/mlp/0/linear/0" [label="(2048,)", style=solid]; -"694 features/5/4/mlp/0/linear/0" -> "695 features/5/4/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"695 features/5/4/mlp/1/gelu/0" -> "696 features/5/4/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"696 features/5/4/mlp/2/dropout/0" -> "699 features/5/4/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"697 features.5.4.mlp.3.weight" -> "699 features/5/4/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"698 features.5.4.mlp.3.bias" -> "699 features/5/4/mlp/3/linear/0" [label="(512,)", style=solid]; -"699 features/5/4/mlp/3/linear/0" -> "700 features/5/4/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"700 features/5/4/mlp/4/dropout/0" -> "703 features/5/4/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"701 features.5.4.norm2.weight" -> "703 features/5/4/norm2/layer_norm/0" [label="(512,)", style=solid]; -"702 features.5.4.norm2.bias" -> "703 features/5/4/norm2/layer_norm/0" [label="(512,)", style=solid]; -"703 features/5/4/norm2/layer_norm/0" -> "704 features/5/4/add/1" [label="(1, 4, 4, 512)", style=solid]; -"704 features/5/4/add/1" -> "721 features/5/5/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"704 features/5/4/add/1" -> "763 features/5/5/add/0" [label="(1, 4, 4, 512)", style=solid]; -"705 features.5.5.attn.relative_coords_table" -> "708 features/5/5/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"706 features.5.5.attn.cpb_mlp.0.weight" -> "708 features/5/5/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"707 features.5.5.attn.cpb_mlp.0.bias" -> "708 features/5/5/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"708 features/5/5/attn/cpb_mlp/0/linear/0" -> "709 features/5/5/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"709 features/5/5/attn/cpb_mlp/1/relu_/0" -> "711 features/5/5/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"710 features.5.5.attn.cpb_mlp.2.weight" -> "711 features/5/5/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"711 features/5/5/attn/cpb_mlp/2/linear/0" -> "712 features/5/5/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"712 features/5/5/attn/view/0" -> "714 features/5/5/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"713 features.5.5.attn.relative_position_index" -> "714 features/5/5/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"714 features/5/5/attn/__getitem__/0" -> "715 features/5/5/attn/view/1" [label="(4096, 16)", style=solid]; -"715 features/5/5/attn/view/1" -> "716 features/5/5/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"716 features/5/5/attn/permute/0" -> "717 features/5/5/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"717 features/5/5/attn/contiguous/0" -> "718 features/5/5/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"718 features/5/5/attn/unsqueeze/0" -> "719 features/5/5/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"719 features/5/5/attn/sigmoid/0" -> "720 features/5/5/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"720 features/5/5/attn/mul/0" -> "745 features/5/5/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"721 features/5/5/attn/pad/0" -> "722 features/5/5/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"722 features/5/5/attn/view/2" -> "723 features/5/5/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"723 features/5/5/attn/permute/1" -> "724 features/5/5/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"724 features/5/5/attn/reshape/0" -> "731 features/5/5/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"725 features.5.5.attn.qkv.bias" -> "726 features/5/5/attn/clone/0" [label="(1536,)", style=solid]; -"726 features/5/5/attn/clone/0" -> "727 features/5/5/attn/numel/0" [label="(1536,)", style=solid]; -"726 features/5/5/attn/clone/0" -> "728 features/5/5/attn/__getitem__/1" [label="(1536,)", style=solid]; -"726 features/5/5/attn/clone/0" -> "731 features/5/5/attn/linear/0" [label="(1536,)", style=solid]; -"728 features/5/5/attn/__getitem__/1" -> "729 features/5/5/attn/zero_/0" [label="(512,)", style=solid]; -"730 features.5.5.attn.qkv.weight" -> "731 features/5/5/attn/linear/0" [label="(1536, 512)", style=solid]; -"731 features/5/5/attn/linear/0" -> "732 features/5/5/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"732 features/5/5/attn/reshape/1" -> "733 features/5/5/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"733 features/5/5/attn/permute/2" -> "734 features/5/5/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"733 features/5/5/attn/permute/2" -> "735 features/5/5/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"733 features/5/5/attn/permute/2" -> "736 features/5/5/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"734 features/5/5/attn/__getitem__/2" -> "737 features/5/5/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"735 features/5/5/attn/__getitem__/3" -> "738 features/5/5/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"736 features/5/5/attn/__getitem__/4" -> "748 features/5/5/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"737 features/5/5/attn/normalize/0" -> "740 features/5/5/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"738 features/5/5/attn/normalize/1" -> "739 features/5/5/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"739 features/5/5/attn/transpose/0" -> "740 features/5/5/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"740 features/5/5/attn/matmul/0" -> "744 features/5/5/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"741 features.5.5.attn.logit_scale" -> "742 features/5/5/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"742 features/5/5/attn/clamp/0" -> "743 features/5/5/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"743 features/5/5/attn/exp/0" -> "744 features/5/5/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"744 features/5/5/attn/mul/1" -> "745 features/5/5/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"745 features/5/5/attn/add/0" -> "746 features/5/5/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"746 features/5/5/attn/softmax/0" -> "747 features/5/5/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"747 features/5/5/attn/dropout/0" -> "748 features/5/5/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"748 features/5/5/attn/matmul/1" -> "749 features/5/5/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"749 features/5/5/attn/transpose/1" -> "750 features/5/5/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"750 features/5/5/attn/reshape/2" -> "753 features/5/5/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"751 features.5.5.attn.proj.weight" -> "753 features/5/5/attn/linear/1" [label="(512, 512)", style=solid]; -"752 features.5.5.attn.proj.bias" -> "753 features/5/5/attn/linear/1" [label="(512,)", style=solid]; -"753 features/5/5/attn/linear/1" -> "754 features/5/5/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"754 features/5/5/attn/dropout/1" -> "755 features/5/5/attn/view/3" [label="(1, 64, 512)", style=solid]; -"755 features/5/5/attn/view/3" -> "756 features/5/5/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"756 features/5/5/attn/permute/3" -> "757 features/5/5/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"757 features/5/5/attn/reshape/3" -> "758 features/5/5/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"758 features/5/5/attn/__getitem__/5" -> "759 features/5/5/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"759 features/5/5/attn/contiguous/1" -> "762 features/5/5/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"760 features.5.5.norm1.weight" -> "762 features/5/5/norm1/layer_norm/0" [label="(512,)", style=solid]; -"761 features.5.5.norm1.bias" -> "762 features/5/5/norm1/layer_norm/0" [label="(512,)", style=solid]; -"762 features/5/5/norm1/layer_norm/0" -> "763 features/5/5/add/0" [label="(1, 4, 4, 512)", style=solid]; -"763 features/5/5/add/0" -> "766 features/5/5/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"763 features/5/5/add/0" -> "776 features/5/5/add/1" [label="(1, 4, 4, 512)", style=solid]; -"764 features.5.5.mlp.0.weight" -> "766 features/5/5/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"765 features.5.5.mlp.0.bias" -> "766 features/5/5/mlp/0/linear/0" [label="(2048,)", style=solid]; -"766 features/5/5/mlp/0/linear/0" -> "767 features/5/5/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"767 features/5/5/mlp/1/gelu/0" -> "768 features/5/5/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"768 features/5/5/mlp/2/dropout/0" -> "771 features/5/5/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"769 features.5.5.mlp.3.weight" -> "771 features/5/5/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"770 features.5.5.mlp.3.bias" -> "771 features/5/5/mlp/3/linear/0" [label="(512,)", style=solid]; -"771 features/5/5/mlp/3/linear/0" -> "772 features/5/5/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"772 features/5/5/mlp/4/dropout/0" -> "775 features/5/5/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"773 features.5.5.norm2.weight" -> "775 features/5/5/norm2/layer_norm/0" [label="(512,)", style=solid]; -"774 features.5.5.norm2.bias" -> "775 features/5/5/norm2/layer_norm/0" [label="(512,)", style=solid]; -"775 features/5/5/norm2/layer_norm/0" -> "776 features/5/5/add/1" [label="(1, 4, 4, 512)", style=solid]; -"776 features/5/5/add/1" -> "793 features/5/6/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"776 features/5/5/add/1" -> "835 features/5/6/add/0" [label="(1, 4, 4, 512)", style=solid]; -"777 features.5.6.attn.relative_coords_table" -> "780 features/5/6/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"778 features.5.6.attn.cpb_mlp.0.weight" -> "780 features/5/6/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"779 features.5.6.attn.cpb_mlp.0.bias" -> "780 features/5/6/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"780 features/5/6/attn/cpb_mlp/0/linear/0" -> "781 features/5/6/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"781 features/5/6/attn/cpb_mlp/1/relu_/0" -> "783 features/5/6/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"782 features.5.6.attn.cpb_mlp.2.weight" -> "783 features/5/6/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"783 features/5/6/attn/cpb_mlp/2/linear/0" -> "784 features/5/6/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"784 features/5/6/attn/view/0" -> "786 features/5/6/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"785 features.5.6.attn.relative_position_index" -> "786 features/5/6/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"786 features/5/6/attn/__getitem__/0" -> "787 features/5/6/attn/view/1" [label="(4096, 16)", style=solid]; -"787 features/5/6/attn/view/1" -> "788 features/5/6/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"788 features/5/6/attn/permute/0" -> "789 features/5/6/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"789 features/5/6/attn/contiguous/0" -> "790 features/5/6/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"790 features/5/6/attn/unsqueeze/0" -> "791 features/5/6/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"791 features/5/6/attn/sigmoid/0" -> "792 features/5/6/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"792 features/5/6/attn/mul/0" -> "817 features/5/6/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"793 features/5/6/attn/pad/0" -> "794 features/5/6/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"794 features/5/6/attn/view/2" -> "795 features/5/6/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"795 features/5/6/attn/permute/1" -> "796 features/5/6/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"796 features/5/6/attn/reshape/0" -> "803 features/5/6/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"797 features.5.6.attn.qkv.bias" -> "798 features/5/6/attn/clone/0" [label="(1536,)", style=solid]; -"798 features/5/6/attn/clone/0" -> "799 features/5/6/attn/numel/0" [label="(1536,)", style=solid]; -"798 features/5/6/attn/clone/0" -> "800 features/5/6/attn/__getitem__/1" [label="(1536,)", style=solid]; -"798 features/5/6/attn/clone/0" -> "803 features/5/6/attn/linear/0" [label="(1536,)", style=solid]; -"800 features/5/6/attn/__getitem__/1" -> "801 features/5/6/attn/zero_/0" [label="(512,)", style=solid]; -"802 features.5.6.attn.qkv.weight" -> "803 features/5/6/attn/linear/0" [label="(1536, 512)", style=solid]; -"803 features/5/6/attn/linear/0" -> "804 features/5/6/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"804 features/5/6/attn/reshape/1" -> "805 features/5/6/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"805 features/5/6/attn/permute/2" -> "806 features/5/6/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"805 features/5/6/attn/permute/2" -> "807 features/5/6/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"805 features/5/6/attn/permute/2" -> "808 features/5/6/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"806 features/5/6/attn/__getitem__/2" -> "809 features/5/6/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"807 features/5/6/attn/__getitem__/3" -> "810 features/5/6/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"808 features/5/6/attn/__getitem__/4" -> "820 features/5/6/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"809 features/5/6/attn/normalize/0" -> "812 features/5/6/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"810 features/5/6/attn/normalize/1" -> "811 features/5/6/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"811 features/5/6/attn/transpose/0" -> "812 features/5/6/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"812 features/5/6/attn/matmul/0" -> "816 features/5/6/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"813 features.5.6.attn.logit_scale" -> "814 features/5/6/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"814 features/5/6/attn/clamp/0" -> "815 features/5/6/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"815 features/5/6/attn/exp/0" -> "816 features/5/6/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"816 features/5/6/attn/mul/1" -> "817 features/5/6/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"817 features/5/6/attn/add/0" -> "818 features/5/6/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"818 features/5/6/attn/softmax/0" -> "819 features/5/6/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"819 features/5/6/attn/dropout/0" -> "820 features/5/6/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"820 features/5/6/attn/matmul/1" -> "821 features/5/6/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"821 features/5/6/attn/transpose/1" -> "822 features/5/6/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"822 features/5/6/attn/reshape/2" -> "825 features/5/6/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"823 features.5.6.attn.proj.weight" -> "825 features/5/6/attn/linear/1" [label="(512, 512)", style=solid]; -"824 features.5.6.attn.proj.bias" -> "825 features/5/6/attn/linear/1" [label="(512,)", style=solid]; -"825 features/5/6/attn/linear/1" -> "826 features/5/6/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"826 features/5/6/attn/dropout/1" -> "827 features/5/6/attn/view/3" [label="(1, 64, 512)", style=solid]; -"827 features/5/6/attn/view/3" -> "828 features/5/6/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"828 features/5/6/attn/permute/3" -> "829 features/5/6/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"829 features/5/6/attn/reshape/3" -> "830 features/5/6/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"830 features/5/6/attn/__getitem__/5" -> "831 features/5/6/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"831 features/5/6/attn/contiguous/1" -> "834 features/5/6/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"832 features.5.6.norm1.weight" -> "834 features/5/6/norm1/layer_norm/0" [label="(512,)", style=solid]; -"833 features.5.6.norm1.bias" -> "834 features/5/6/norm1/layer_norm/0" [label="(512,)", style=solid]; -"834 features/5/6/norm1/layer_norm/0" -> "835 features/5/6/add/0" [label="(1, 4, 4, 512)", style=solid]; -"835 features/5/6/add/0" -> "838 features/5/6/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"835 features/5/6/add/0" -> "848 features/5/6/add/1" [label="(1, 4, 4, 512)", style=solid]; -"836 features.5.6.mlp.0.weight" -> "838 features/5/6/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"837 features.5.6.mlp.0.bias" -> "838 features/5/6/mlp/0/linear/0" [label="(2048,)", style=solid]; -"838 features/5/6/mlp/0/linear/0" -> "839 features/5/6/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"839 features/5/6/mlp/1/gelu/0" -> "840 features/5/6/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"840 features/5/6/mlp/2/dropout/0" -> "843 features/5/6/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"841 features.5.6.mlp.3.weight" -> "843 features/5/6/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"842 features.5.6.mlp.3.bias" -> "843 features/5/6/mlp/3/linear/0" [label="(512,)", style=solid]; -"843 features/5/6/mlp/3/linear/0" -> "844 features/5/6/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"844 features/5/6/mlp/4/dropout/0" -> "847 features/5/6/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"845 features.5.6.norm2.weight" -> "847 features/5/6/norm2/layer_norm/0" [label="(512,)", style=solid]; -"846 features.5.6.norm2.bias" -> "847 features/5/6/norm2/layer_norm/0" [label="(512,)", style=solid]; -"847 features/5/6/norm2/layer_norm/0" -> "848 features/5/6/add/1" [label="(1, 4, 4, 512)", style=solid]; -"848 features/5/6/add/1" -> "865 features/5/7/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"848 features/5/6/add/1" -> "907 features/5/7/add/0" [label="(1, 4, 4, 512)", style=solid]; -"849 features.5.7.attn.relative_coords_table" -> "852 features/5/7/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"850 features.5.7.attn.cpb_mlp.0.weight" -> "852 features/5/7/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"851 features.5.7.attn.cpb_mlp.0.bias" -> "852 features/5/7/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"852 features/5/7/attn/cpb_mlp/0/linear/0" -> "853 features/5/7/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"853 features/5/7/attn/cpb_mlp/1/relu_/0" -> "855 features/5/7/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"854 features.5.7.attn.cpb_mlp.2.weight" -> "855 features/5/7/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"855 features/5/7/attn/cpb_mlp/2/linear/0" -> "856 features/5/7/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"856 features/5/7/attn/view/0" -> "858 features/5/7/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"857 features.5.7.attn.relative_position_index" -> "858 features/5/7/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"858 features/5/7/attn/__getitem__/0" -> "859 features/5/7/attn/view/1" [label="(4096, 16)", style=solid]; -"859 features/5/7/attn/view/1" -> "860 features/5/7/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"860 features/5/7/attn/permute/0" -> "861 features/5/7/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"861 features/5/7/attn/contiguous/0" -> "862 features/5/7/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"862 features/5/7/attn/unsqueeze/0" -> "863 features/5/7/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"863 features/5/7/attn/sigmoid/0" -> "864 features/5/7/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"864 features/5/7/attn/mul/0" -> "889 features/5/7/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"865 features/5/7/attn/pad/0" -> "866 features/5/7/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"866 features/5/7/attn/view/2" -> "867 features/5/7/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"867 features/5/7/attn/permute/1" -> "868 features/5/7/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"868 features/5/7/attn/reshape/0" -> "875 features/5/7/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"869 features.5.7.attn.qkv.bias" -> "870 features/5/7/attn/clone/0" [label="(1536,)", style=solid]; -"870 features/5/7/attn/clone/0" -> "871 features/5/7/attn/numel/0" [label="(1536,)", style=solid]; -"870 features/5/7/attn/clone/0" -> "872 features/5/7/attn/__getitem__/1" [label="(1536,)", style=solid]; -"870 features/5/7/attn/clone/0" -> "875 features/5/7/attn/linear/0" [label="(1536,)", style=solid]; -"872 features/5/7/attn/__getitem__/1" -> "873 features/5/7/attn/zero_/0" [label="(512,)", style=solid]; -"874 features.5.7.attn.qkv.weight" -> "875 features/5/7/attn/linear/0" [label="(1536, 512)", style=solid]; -"875 features/5/7/attn/linear/0" -> "876 features/5/7/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"876 features/5/7/attn/reshape/1" -> "877 features/5/7/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"877 features/5/7/attn/permute/2" -> "878 features/5/7/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"877 features/5/7/attn/permute/2" -> "879 features/5/7/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"877 features/5/7/attn/permute/2" -> "880 features/5/7/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"878 features/5/7/attn/__getitem__/2" -> "881 features/5/7/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"879 features/5/7/attn/__getitem__/3" -> "882 features/5/7/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"880 features/5/7/attn/__getitem__/4" -> "892 features/5/7/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"881 features/5/7/attn/normalize/0" -> "884 features/5/7/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"882 features/5/7/attn/normalize/1" -> "883 features/5/7/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"883 features/5/7/attn/transpose/0" -> "884 features/5/7/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"884 features/5/7/attn/matmul/0" -> "888 features/5/7/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"885 features.5.7.attn.logit_scale" -> "886 features/5/7/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"886 features/5/7/attn/clamp/0" -> "887 features/5/7/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"887 features/5/7/attn/exp/0" -> "888 features/5/7/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"888 features/5/7/attn/mul/1" -> "889 features/5/7/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"889 features/5/7/attn/add/0" -> "890 features/5/7/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"890 features/5/7/attn/softmax/0" -> "891 features/5/7/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"891 features/5/7/attn/dropout/0" -> "892 features/5/7/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"892 features/5/7/attn/matmul/1" -> "893 features/5/7/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"893 features/5/7/attn/transpose/1" -> "894 features/5/7/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"894 features/5/7/attn/reshape/2" -> "897 features/5/7/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"895 features.5.7.attn.proj.weight" -> "897 features/5/7/attn/linear/1" [label="(512, 512)", style=solid]; -"896 features.5.7.attn.proj.bias" -> "897 features/5/7/attn/linear/1" [label="(512,)", style=solid]; -"897 features/5/7/attn/linear/1" -> "898 features/5/7/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"898 features/5/7/attn/dropout/1" -> "899 features/5/7/attn/view/3" [label="(1, 64, 512)", style=solid]; -"899 features/5/7/attn/view/3" -> "900 features/5/7/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"900 features/5/7/attn/permute/3" -> "901 features/5/7/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"901 features/5/7/attn/reshape/3" -> "902 features/5/7/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"902 features/5/7/attn/__getitem__/5" -> "903 features/5/7/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"903 features/5/7/attn/contiguous/1" -> "906 features/5/7/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"904 features.5.7.norm1.weight" -> "906 features/5/7/norm1/layer_norm/0" [label="(512,)", style=solid]; -"905 features.5.7.norm1.bias" -> "906 features/5/7/norm1/layer_norm/0" [label="(512,)", style=solid]; -"906 features/5/7/norm1/layer_norm/0" -> "907 features/5/7/add/0" [label="(1, 4, 4, 512)", style=solid]; -"907 features/5/7/add/0" -> "910 features/5/7/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"907 features/5/7/add/0" -> "920 features/5/7/add/1" [label="(1, 4, 4, 512)", style=solid]; -"908 features.5.7.mlp.0.weight" -> "910 features/5/7/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"909 features.5.7.mlp.0.bias" -> "910 features/5/7/mlp/0/linear/0" [label="(2048,)", style=solid]; -"910 features/5/7/mlp/0/linear/0" -> "911 features/5/7/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"911 features/5/7/mlp/1/gelu/0" -> "912 features/5/7/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"912 features/5/7/mlp/2/dropout/0" -> "915 features/5/7/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"913 features.5.7.mlp.3.weight" -> "915 features/5/7/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"914 features.5.7.mlp.3.bias" -> "915 features/5/7/mlp/3/linear/0" [label="(512,)", style=solid]; -"915 features/5/7/mlp/3/linear/0" -> "916 features/5/7/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"916 features/5/7/mlp/4/dropout/0" -> "919 features/5/7/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"917 features.5.7.norm2.weight" -> "919 features/5/7/norm2/layer_norm/0" [label="(512,)", style=solid]; -"918 features.5.7.norm2.bias" -> "919 features/5/7/norm2/layer_norm/0" [label="(512,)", style=solid]; -"919 features/5/7/norm2/layer_norm/0" -> "920 features/5/7/add/1" [label="(1, 4, 4, 512)", style=solid]; -"920 features/5/7/add/1" -> "937 features/5/8/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"920 features/5/7/add/1" -> "979 features/5/8/add/0" [label="(1, 4, 4, 512)", style=solid]; -"921 features.5.8.attn.relative_coords_table" -> "924 features/5/8/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"922 features.5.8.attn.cpb_mlp.0.weight" -> "924 features/5/8/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"923 features.5.8.attn.cpb_mlp.0.bias" -> "924 features/5/8/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"924 features/5/8/attn/cpb_mlp/0/linear/0" -> "925 features/5/8/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"925 features/5/8/attn/cpb_mlp/1/relu_/0" -> "927 features/5/8/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"926 features.5.8.attn.cpb_mlp.2.weight" -> "927 features/5/8/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"927 features/5/8/attn/cpb_mlp/2/linear/0" -> "928 features/5/8/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"928 features/5/8/attn/view/0" -> "930 features/5/8/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"929 features.5.8.attn.relative_position_index" -> "930 features/5/8/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"930 features/5/8/attn/__getitem__/0" -> "931 features/5/8/attn/view/1" [label="(4096, 16)", style=solid]; -"931 features/5/8/attn/view/1" -> "932 features/5/8/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"932 features/5/8/attn/permute/0" -> "933 features/5/8/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"933 features/5/8/attn/contiguous/0" -> "934 features/5/8/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"934 features/5/8/attn/unsqueeze/0" -> "935 features/5/8/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"935 features/5/8/attn/sigmoid/0" -> "936 features/5/8/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"936 features/5/8/attn/mul/0" -> "961 features/5/8/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"937 features/5/8/attn/pad/0" -> "938 features/5/8/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"938 features/5/8/attn/view/2" -> "939 features/5/8/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"939 features/5/8/attn/permute/1" -> "940 features/5/8/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"940 features/5/8/attn/reshape/0" -> "947 features/5/8/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"941 features.5.8.attn.qkv.bias" -> "942 features/5/8/attn/clone/0" [label="(1536,)", style=solid]; -"942 features/5/8/attn/clone/0" -> "943 features/5/8/attn/numel/0" [label="(1536,)", style=solid]; -"942 features/5/8/attn/clone/0" -> "944 features/5/8/attn/__getitem__/1" [label="(1536,)", style=solid]; -"942 features/5/8/attn/clone/0" -> "947 features/5/8/attn/linear/0" [label="(1536,)", style=solid]; -"944 features/5/8/attn/__getitem__/1" -> "945 features/5/8/attn/zero_/0" [label="(512,)", style=solid]; -"946 features.5.8.attn.qkv.weight" -> "947 features/5/8/attn/linear/0" [label="(1536, 512)", style=solid]; -"947 features/5/8/attn/linear/0" -> "948 features/5/8/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"948 features/5/8/attn/reshape/1" -> "949 features/5/8/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"949 features/5/8/attn/permute/2" -> "950 features/5/8/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"949 features/5/8/attn/permute/2" -> "951 features/5/8/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"949 features/5/8/attn/permute/2" -> "952 features/5/8/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"950 features/5/8/attn/__getitem__/2" -> "953 features/5/8/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"951 features/5/8/attn/__getitem__/3" -> "954 features/5/8/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"952 features/5/8/attn/__getitem__/4" -> "964 features/5/8/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"953 features/5/8/attn/normalize/0" -> "956 features/5/8/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"954 features/5/8/attn/normalize/1" -> "955 features/5/8/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"955 features/5/8/attn/transpose/0" -> "956 features/5/8/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"956 features/5/8/attn/matmul/0" -> "960 features/5/8/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"957 features.5.8.attn.logit_scale" -> "958 features/5/8/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"958 features/5/8/attn/clamp/0" -> "959 features/5/8/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"959 features/5/8/attn/exp/0" -> "960 features/5/8/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"960 features/5/8/attn/mul/1" -> "961 features/5/8/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"961 features/5/8/attn/add/0" -> "962 features/5/8/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"962 features/5/8/attn/softmax/0" -> "963 features/5/8/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"963 features/5/8/attn/dropout/0" -> "964 features/5/8/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"964 features/5/8/attn/matmul/1" -> "965 features/5/8/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"965 features/5/8/attn/transpose/1" -> "966 features/5/8/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"966 features/5/8/attn/reshape/2" -> "969 features/5/8/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"967 features.5.8.attn.proj.weight" -> "969 features/5/8/attn/linear/1" [label="(512, 512)", style=solid]; -"968 features.5.8.attn.proj.bias" -> "969 features/5/8/attn/linear/1" [label="(512,)", style=solid]; -"969 features/5/8/attn/linear/1" -> "970 features/5/8/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"970 features/5/8/attn/dropout/1" -> "971 features/5/8/attn/view/3" [label="(1, 64, 512)", style=solid]; -"971 features/5/8/attn/view/3" -> "972 features/5/8/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"972 features/5/8/attn/permute/3" -> "973 features/5/8/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"973 features/5/8/attn/reshape/3" -> "974 features/5/8/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"974 features/5/8/attn/__getitem__/5" -> "975 features/5/8/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"975 features/5/8/attn/contiguous/1" -> "978 features/5/8/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"976 features.5.8.norm1.weight" -> "978 features/5/8/norm1/layer_norm/0" [label="(512,)", style=solid]; -"977 features.5.8.norm1.bias" -> "978 features/5/8/norm1/layer_norm/0" [label="(512,)", style=solid]; -"978 features/5/8/norm1/layer_norm/0" -> "979 features/5/8/add/0" [label="(1, 4, 4, 512)", style=solid]; -"979 features/5/8/add/0" -> "982 features/5/8/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"979 features/5/8/add/0" -> "992 features/5/8/add/1" [label="(1, 4, 4, 512)", style=solid]; -"980 features.5.8.mlp.0.weight" -> "982 features/5/8/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"981 features.5.8.mlp.0.bias" -> "982 features/5/8/mlp/0/linear/0" [label="(2048,)", style=solid]; -"982 features/5/8/mlp/0/linear/0" -> "983 features/5/8/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"983 features/5/8/mlp/1/gelu/0" -> "984 features/5/8/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"984 features/5/8/mlp/2/dropout/0" -> "987 features/5/8/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"985 features.5.8.mlp.3.weight" -> "987 features/5/8/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"986 features.5.8.mlp.3.bias" -> "987 features/5/8/mlp/3/linear/0" [label="(512,)", style=solid]; -"987 features/5/8/mlp/3/linear/0" -> "988 features/5/8/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"988 features/5/8/mlp/4/dropout/0" -> "991 features/5/8/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"989 features.5.8.norm2.weight" -> "991 features/5/8/norm2/layer_norm/0" [label="(512,)", style=solid]; -"990 features.5.8.norm2.bias" -> "991 features/5/8/norm2/layer_norm/0" [label="(512,)", style=solid]; -"991 features/5/8/norm2/layer_norm/0" -> "992 features/5/8/add/1" [label="(1, 4, 4, 512)", style=solid]; -"992 features/5/8/add/1" -> "1009 features/5/9/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"992 features/5/8/add/1" -> "1051 features/5/9/add/0" [label="(1, 4, 4, 512)", style=solid]; -"993 features.5.9.attn.relative_coords_table" -> "996 features/5/9/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"994 features.5.9.attn.cpb_mlp.0.weight" -> "996 features/5/9/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"995 features.5.9.attn.cpb_mlp.0.bias" -> "996 features/5/9/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"996 features/5/9/attn/cpb_mlp/0/linear/0" -> "997 features/5/9/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"997 features/5/9/attn/cpb_mlp/1/relu_/0" -> "999 features/5/9/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"998 features.5.9.attn.cpb_mlp.2.weight" -> "999 features/5/9/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"999 features/5/9/attn/cpb_mlp/2/linear/0" -> "1000 features/5/9/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"1000 features/5/9/attn/view/0" -> "1002 features/5/9/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"1001 features.5.9.attn.relative_position_index" -> "1002 features/5/9/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1002 features/5/9/attn/__getitem__/0" -> "1003 features/5/9/attn/view/1" [label="(4096, 16)", style=solid]; -"1003 features/5/9/attn/view/1" -> "1004 features/5/9/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"1004 features/5/9/attn/permute/0" -> "1005 features/5/9/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"1005 features/5/9/attn/contiguous/0" -> "1006 features/5/9/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"1006 features/5/9/attn/unsqueeze/0" -> "1007 features/5/9/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"1007 features/5/9/attn/sigmoid/0" -> "1008 features/5/9/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"1008 features/5/9/attn/mul/0" -> "1033 features/5/9/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1009 features/5/9/attn/pad/0" -> "1010 features/5/9/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"1010 features/5/9/attn/view/2" -> "1011 features/5/9/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1011 features/5/9/attn/permute/1" -> "1012 features/5/9/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1012 features/5/9/attn/reshape/0" -> "1019 features/5/9/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"1013 features.5.9.attn.qkv.bias" -> "1014 features/5/9/attn/clone/0" [label="(1536,)", style=solid]; -"1014 features/5/9/attn/clone/0" -> "1015 features/5/9/attn/numel/0" [label="(1536,)", style=solid]; -"1014 features/5/9/attn/clone/0" -> "1016 features/5/9/attn/__getitem__/1" [label="(1536,)", style=solid]; -"1014 features/5/9/attn/clone/0" -> "1019 features/5/9/attn/linear/0" [label="(1536,)", style=solid]; -"1016 features/5/9/attn/__getitem__/1" -> "1017 features/5/9/attn/zero_/0" [label="(512,)", style=solid]; -"1018 features.5.9.attn.qkv.weight" -> "1019 features/5/9/attn/linear/0" [label="(1536, 512)", style=solid]; -"1019 features/5/9/attn/linear/0" -> "1020 features/5/9/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"1020 features/5/9/attn/reshape/1" -> "1021 features/5/9/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"1021 features/5/9/attn/permute/2" -> "1022 features/5/9/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"1021 features/5/9/attn/permute/2" -> "1023 features/5/9/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"1021 features/5/9/attn/permute/2" -> "1024 features/5/9/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"1022 features/5/9/attn/__getitem__/2" -> "1025 features/5/9/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"1023 features/5/9/attn/__getitem__/3" -> "1026 features/5/9/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"1024 features/5/9/attn/__getitem__/4" -> "1036 features/5/9/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"1025 features/5/9/attn/normalize/0" -> "1028 features/5/9/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"1026 features/5/9/attn/normalize/1" -> "1027 features/5/9/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"1027 features/5/9/attn/transpose/0" -> "1028 features/5/9/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"1028 features/5/9/attn/matmul/0" -> "1032 features/5/9/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"1029 features.5.9.attn.logit_scale" -> "1030 features/5/9/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"1030 features/5/9/attn/clamp/0" -> "1031 features/5/9/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"1031 features/5/9/attn/exp/0" -> "1032 features/5/9/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"1032 features/5/9/attn/mul/1" -> "1033 features/5/9/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1033 features/5/9/attn/add/0" -> "1034 features/5/9/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"1034 features/5/9/attn/softmax/0" -> "1035 features/5/9/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"1035 features/5/9/attn/dropout/0" -> "1036 features/5/9/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"1036 features/5/9/attn/matmul/1" -> "1037 features/5/9/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"1037 features/5/9/attn/transpose/1" -> "1038 features/5/9/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"1038 features/5/9/attn/reshape/2" -> "1041 features/5/9/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"1039 features.5.9.attn.proj.weight" -> "1041 features/5/9/attn/linear/1" [label="(512, 512)", style=solid]; -"1040 features.5.9.attn.proj.bias" -> "1041 features/5/9/attn/linear/1" [label="(512,)", style=solid]; -"1041 features/5/9/attn/linear/1" -> "1042 features/5/9/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"1042 features/5/9/attn/dropout/1" -> "1043 features/5/9/attn/view/3" [label="(1, 64, 512)", style=solid]; -"1043 features/5/9/attn/view/3" -> "1044 features/5/9/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1044 features/5/9/attn/permute/3" -> "1045 features/5/9/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1045 features/5/9/attn/reshape/3" -> "1046 features/5/9/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"1046 features/5/9/attn/__getitem__/5" -> "1047 features/5/9/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"1047 features/5/9/attn/contiguous/1" -> "1050 features/5/9/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1048 features.5.9.norm1.weight" -> "1050 features/5/9/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1049 features.5.9.norm1.bias" -> "1050 features/5/9/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1050 features/5/9/norm1/layer_norm/0" -> "1051 features/5/9/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1051 features/5/9/add/0" -> "1054 features/5/9/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"1051 features/5/9/add/0" -> "1064 features/5/9/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1052 features.5.9.mlp.0.weight" -> "1054 features/5/9/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"1053 features.5.9.mlp.0.bias" -> "1054 features/5/9/mlp/0/linear/0" [label="(2048,)", style=solid]; -"1054 features/5/9/mlp/0/linear/0" -> "1055 features/5/9/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"1055 features/5/9/mlp/1/gelu/0" -> "1056 features/5/9/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"1056 features/5/9/mlp/2/dropout/0" -> "1059 features/5/9/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"1057 features.5.9.mlp.3.weight" -> "1059 features/5/9/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"1058 features.5.9.mlp.3.bias" -> "1059 features/5/9/mlp/3/linear/0" [label="(512,)", style=solid]; -"1059 features/5/9/mlp/3/linear/0" -> "1060 features/5/9/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"1060 features/5/9/mlp/4/dropout/0" -> "1063 features/5/9/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1061 features.5.9.norm2.weight" -> "1063 features/5/9/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1062 features.5.9.norm2.bias" -> "1063 features/5/9/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1063 features/5/9/norm2/layer_norm/0" -> "1064 features/5/9/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1064 features/5/9/add/1" -> "1081 features/5/10/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"1064 features/5/9/add/1" -> "1123 features/5/10/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1065 features.5.10.attn.relative_coords_table" -> "1068 features/5/10/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1066 features.5.10.attn.cpb_mlp.0.weight" -> "1068 features/5/10/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1067 features.5.10.attn.cpb_mlp.0.bias" -> "1068 features/5/10/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1068 features/5/10/attn/cpb_mlp/0/linear/0" -> "1069 features/5/10/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1069 features/5/10/attn/cpb_mlp/1/relu_/0" -> "1071 features/5/10/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1070 features.5.10.attn.cpb_mlp.2.weight" -> "1071 features/5/10/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"1071 features/5/10/attn/cpb_mlp/2/linear/0" -> "1072 features/5/10/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"1072 features/5/10/attn/view/0" -> "1074 features/5/10/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"1073 features.5.10.attn.relative_position_index" -> "1074 features/5/10/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1074 features/5/10/attn/__getitem__/0" -> "1075 features/5/10/attn/view/1" [label="(4096, 16)", style=solid]; -"1075 features/5/10/attn/view/1" -> "1076 features/5/10/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"1076 features/5/10/attn/permute/0" -> "1077 features/5/10/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"1077 features/5/10/attn/contiguous/0" -> "1078 features/5/10/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"1078 features/5/10/attn/unsqueeze/0" -> "1079 features/5/10/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"1079 features/5/10/attn/sigmoid/0" -> "1080 features/5/10/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"1080 features/5/10/attn/mul/0" -> "1105 features/5/10/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1081 features/5/10/attn/pad/0" -> "1082 features/5/10/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"1082 features/5/10/attn/view/2" -> "1083 features/5/10/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1083 features/5/10/attn/permute/1" -> "1084 features/5/10/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1084 features/5/10/attn/reshape/0" -> "1091 features/5/10/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"1085 features.5.10.attn.qkv.bias" -> "1086 features/5/10/attn/clone/0" [label="(1536,)", style=solid]; -"1086 features/5/10/attn/clone/0" -> "1087 features/5/10/attn/numel/0" [label="(1536,)", style=solid]; -"1086 features/5/10/attn/clone/0" -> "1088 features/5/10/attn/__getitem__/1" [label="(1536,)", style=solid]; -"1086 features/5/10/attn/clone/0" -> "1091 features/5/10/attn/linear/0" [label="(1536,)", style=solid]; -"1088 features/5/10/attn/__getitem__/1" -> "1089 features/5/10/attn/zero_/0" [label="(512,)", style=solid]; -"1090 features.5.10.attn.qkv.weight" -> "1091 features/5/10/attn/linear/0" [label="(1536, 512)", style=solid]; -"1091 features/5/10/attn/linear/0" -> "1092 features/5/10/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"1092 features/5/10/attn/reshape/1" -> "1093 features/5/10/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"1093 features/5/10/attn/permute/2" -> "1094 features/5/10/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"1093 features/5/10/attn/permute/2" -> "1095 features/5/10/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"1093 features/5/10/attn/permute/2" -> "1096 features/5/10/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"1094 features/5/10/attn/__getitem__/2" -> "1097 features/5/10/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"1095 features/5/10/attn/__getitem__/3" -> "1098 features/5/10/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"1096 features/5/10/attn/__getitem__/4" -> "1108 features/5/10/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"1097 features/5/10/attn/normalize/0" -> "1100 features/5/10/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"1098 features/5/10/attn/normalize/1" -> "1099 features/5/10/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"1099 features/5/10/attn/transpose/0" -> "1100 features/5/10/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"1100 features/5/10/attn/matmul/0" -> "1104 features/5/10/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"1101 features.5.10.attn.logit_scale" -> "1102 features/5/10/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"1102 features/5/10/attn/clamp/0" -> "1103 features/5/10/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"1103 features/5/10/attn/exp/0" -> "1104 features/5/10/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"1104 features/5/10/attn/mul/1" -> "1105 features/5/10/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1105 features/5/10/attn/add/0" -> "1106 features/5/10/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"1106 features/5/10/attn/softmax/0" -> "1107 features/5/10/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"1107 features/5/10/attn/dropout/0" -> "1108 features/5/10/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"1108 features/5/10/attn/matmul/1" -> "1109 features/5/10/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"1109 features/5/10/attn/transpose/1" -> "1110 features/5/10/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"1110 features/5/10/attn/reshape/2" -> "1113 features/5/10/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"1111 features.5.10.attn.proj.weight" -> "1113 features/5/10/attn/linear/1" [label="(512, 512)", style=solid]; -"1112 features.5.10.attn.proj.bias" -> "1113 features/5/10/attn/linear/1" [label="(512,)", style=solid]; -"1113 features/5/10/attn/linear/1" -> "1114 features/5/10/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"1114 features/5/10/attn/dropout/1" -> "1115 features/5/10/attn/view/3" [label="(1, 64, 512)", style=solid]; -"1115 features/5/10/attn/view/3" -> "1116 features/5/10/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1116 features/5/10/attn/permute/3" -> "1117 features/5/10/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1117 features/5/10/attn/reshape/3" -> "1118 features/5/10/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"1118 features/5/10/attn/__getitem__/5" -> "1119 features/5/10/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"1119 features/5/10/attn/contiguous/1" -> "1122 features/5/10/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1120 features.5.10.norm1.weight" -> "1122 features/5/10/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1121 features.5.10.norm1.bias" -> "1122 features/5/10/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1122 features/5/10/norm1/layer_norm/0" -> "1123 features/5/10/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1123 features/5/10/add/0" -> "1126 features/5/10/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"1123 features/5/10/add/0" -> "1136 features/5/10/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1124 features.5.10.mlp.0.weight" -> "1126 features/5/10/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"1125 features.5.10.mlp.0.bias" -> "1126 features/5/10/mlp/0/linear/0" [label="(2048,)", style=solid]; -"1126 features/5/10/mlp/0/linear/0" -> "1127 features/5/10/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"1127 features/5/10/mlp/1/gelu/0" -> "1128 features/5/10/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"1128 features/5/10/mlp/2/dropout/0" -> "1131 features/5/10/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"1129 features.5.10.mlp.3.weight" -> "1131 features/5/10/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"1130 features.5.10.mlp.3.bias" -> "1131 features/5/10/mlp/3/linear/0" [label="(512,)", style=solid]; -"1131 features/5/10/mlp/3/linear/0" -> "1132 features/5/10/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"1132 features/5/10/mlp/4/dropout/0" -> "1135 features/5/10/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1133 features.5.10.norm2.weight" -> "1135 features/5/10/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1134 features.5.10.norm2.bias" -> "1135 features/5/10/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1135 features/5/10/norm2/layer_norm/0" -> "1136 features/5/10/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1136 features/5/10/add/1" -> "1153 features/5/11/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"1136 features/5/10/add/1" -> "1195 features/5/11/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1137 features.5.11.attn.relative_coords_table" -> "1140 features/5/11/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1138 features.5.11.attn.cpb_mlp.0.weight" -> "1140 features/5/11/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1139 features.5.11.attn.cpb_mlp.0.bias" -> "1140 features/5/11/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1140 features/5/11/attn/cpb_mlp/0/linear/0" -> "1141 features/5/11/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1141 features/5/11/attn/cpb_mlp/1/relu_/0" -> "1143 features/5/11/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1142 features.5.11.attn.cpb_mlp.2.weight" -> "1143 features/5/11/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"1143 features/5/11/attn/cpb_mlp/2/linear/0" -> "1144 features/5/11/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"1144 features/5/11/attn/view/0" -> "1146 features/5/11/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"1145 features.5.11.attn.relative_position_index" -> "1146 features/5/11/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1146 features/5/11/attn/__getitem__/0" -> "1147 features/5/11/attn/view/1" [label="(4096, 16)", style=solid]; -"1147 features/5/11/attn/view/1" -> "1148 features/5/11/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"1148 features/5/11/attn/permute/0" -> "1149 features/5/11/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"1149 features/5/11/attn/contiguous/0" -> "1150 features/5/11/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"1150 features/5/11/attn/unsqueeze/0" -> "1151 features/5/11/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"1151 features/5/11/attn/sigmoid/0" -> "1152 features/5/11/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"1152 features/5/11/attn/mul/0" -> "1177 features/5/11/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1153 features/5/11/attn/pad/0" -> "1154 features/5/11/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"1154 features/5/11/attn/view/2" -> "1155 features/5/11/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1155 features/5/11/attn/permute/1" -> "1156 features/5/11/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1156 features/5/11/attn/reshape/0" -> "1163 features/5/11/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"1157 features.5.11.attn.qkv.bias" -> "1158 features/5/11/attn/clone/0" [label="(1536,)", style=solid]; -"1158 features/5/11/attn/clone/0" -> "1159 features/5/11/attn/numel/0" [label="(1536,)", style=solid]; -"1158 features/5/11/attn/clone/0" -> "1160 features/5/11/attn/__getitem__/1" [label="(1536,)", style=solid]; -"1158 features/5/11/attn/clone/0" -> "1163 features/5/11/attn/linear/0" [label="(1536,)", style=solid]; -"1160 features/5/11/attn/__getitem__/1" -> "1161 features/5/11/attn/zero_/0" [label="(512,)", style=solid]; -"1162 features.5.11.attn.qkv.weight" -> "1163 features/5/11/attn/linear/0" [label="(1536, 512)", style=solid]; -"1163 features/5/11/attn/linear/0" -> "1164 features/5/11/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"1164 features/5/11/attn/reshape/1" -> "1165 features/5/11/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"1165 features/5/11/attn/permute/2" -> "1166 features/5/11/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"1165 features/5/11/attn/permute/2" -> "1167 features/5/11/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"1165 features/5/11/attn/permute/2" -> "1168 features/5/11/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"1166 features/5/11/attn/__getitem__/2" -> "1169 features/5/11/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"1167 features/5/11/attn/__getitem__/3" -> "1170 features/5/11/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"1168 features/5/11/attn/__getitem__/4" -> "1180 features/5/11/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"1169 features/5/11/attn/normalize/0" -> "1172 features/5/11/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"1170 features/5/11/attn/normalize/1" -> "1171 features/5/11/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"1171 features/5/11/attn/transpose/0" -> "1172 features/5/11/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"1172 features/5/11/attn/matmul/0" -> "1176 features/5/11/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"1173 features.5.11.attn.logit_scale" -> "1174 features/5/11/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"1174 features/5/11/attn/clamp/0" -> "1175 features/5/11/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"1175 features/5/11/attn/exp/0" -> "1176 features/5/11/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"1176 features/5/11/attn/mul/1" -> "1177 features/5/11/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1177 features/5/11/attn/add/0" -> "1178 features/5/11/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"1178 features/5/11/attn/softmax/0" -> "1179 features/5/11/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"1179 features/5/11/attn/dropout/0" -> "1180 features/5/11/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"1180 features/5/11/attn/matmul/1" -> "1181 features/5/11/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"1181 features/5/11/attn/transpose/1" -> "1182 features/5/11/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"1182 features/5/11/attn/reshape/2" -> "1185 features/5/11/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"1183 features.5.11.attn.proj.weight" -> "1185 features/5/11/attn/linear/1" [label="(512, 512)", style=solid]; -"1184 features.5.11.attn.proj.bias" -> "1185 features/5/11/attn/linear/1" [label="(512,)", style=solid]; -"1185 features/5/11/attn/linear/1" -> "1186 features/5/11/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"1186 features/5/11/attn/dropout/1" -> "1187 features/5/11/attn/view/3" [label="(1, 64, 512)", style=solid]; -"1187 features/5/11/attn/view/3" -> "1188 features/5/11/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1188 features/5/11/attn/permute/3" -> "1189 features/5/11/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1189 features/5/11/attn/reshape/3" -> "1190 features/5/11/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"1190 features/5/11/attn/__getitem__/5" -> "1191 features/5/11/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"1191 features/5/11/attn/contiguous/1" -> "1194 features/5/11/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1192 features.5.11.norm1.weight" -> "1194 features/5/11/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1193 features.5.11.norm1.bias" -> "1194 features/5/11/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1194 features/5/11/norm1/layer_norm/0" -> "1195 features/5/11/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1195 features/5/11/add/0" -> "1198 features/5/11/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"1195 features/5/11/add/0" -> "1208 features/5/11/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1196 features.5.11.mlp.0.weight" -> "1198 features/5/11/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"1197 features.5.11.mlp.0.bias" -> "1198 features/5/11/mlp/0/linear/0" [label="(2048,)", style=solid]; -"1198 features/5/11/mlp/0/linear/0" -> "1199 features/5/11/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"1199 features/5/11/mlp/1/gelu/0" -> "1200 features/5/11/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"1200 features/5/11/mlp/2/dropout/0" -> "1203 features/5/11/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"1201 features.5.11.mlp.3.weight" -> "1203 features/5/11/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"1202 features.5.11.mlp.3.bias" -> "1203 features/5/11/mlp/3/linear/0" [label="(512,)", style=solid]; -"1203 features/5/11/mlp/3/linear/0" -> "1204 features/5/11/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"1204 features/5/11/mlp/4/dropout/0" -> "1207 features/5/11/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1205 features.5.11.norm2.weight" -> "1207 features/5/11/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1206 features.5.11.norm2.bias" -> "1207 features/5/11/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1207 features/5/11/norm2/layer_norm/0" -> "1208 features/5/11/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1208 features/5/11/add/1" -> "1225 features/5/12/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"1208 features/5/11/add/1" -> "1267 features/5/12/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1209 features.5.12.attn.relative_coords_table" -> "1212 features/5/12/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1210 features.5.12.attn.cpb_mlp.0.weight" -> "1212 features/5/12/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1211 features.5.12.attn.cpb_mlp.0.bias" -> "1212 features/5/12/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1212 features/5/12/attn/cpb_mlp/0/linear/0" -> "1213 features/5/12/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1213 features/5/12/attn/cpb_mlp/1/relu_/0" -> "1215 features/5/12/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1214 features.5.12.attn.cpb_mlp.2.weight" -> "1215 features/5/12/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"1215 features/5/12/attn/cpb_mlp/2/linear/0" -> "1216 features/5/12/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"1216 features/5/12/attn/view/0" -> "1218 features/5/12/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"1217 features.5.12.attn.relative_position_index" -> "1218 features/5/12/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1218 features/5/12/attn/__getitem__/0" -> "1219 features/5/12/attn/view/1" [label="(4096, 16)", style=solid]; -"1219 features/5/12/attn/view/1" -> "1220 features/5/12/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"1220 features/5/12/attn/permute/0" -> "1221 features/5/12/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"1221 features/5/12/attn/contiguous/0" -> "1222 features/5/12/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"1222 features/5/12/attn/unsqueeze/0" -> "1223 features/5/12/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"1223 features/5/12/attn/sigmoid/0" -> "1224 features/5/12/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"1224 features/5/12/attn/mul/0" -> "1249 features/5/12/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1225 features/5/12/attn/pad/0" -> "1226 features/5/12/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"1226 features/5/12/attn/view/2" -> "1227 features/5/12/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1227 features/5/12/attn/permute/1" -> "1228 features/5/12/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1228 features/5/12/attn/reshape/0" -> "1235 features/5/12/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"1229 features.5.12.attn.qkv.bias" -> "1230 features/5/12/attn/clone/0" [label="(1536,)", style=solid]; -"1230 features/5/12/attn/clone/0" -> "1231 features/5/12/attn/numel/0" [label="(1536,)", style=solid]; -"1230 features/5/12/attn/clone/0" -> "1232 features/5/12/attn/__getitem__/1" [label="(1536,)", style=solid]; -"1230 features/5/12/attn/clone/0" -> "1235 features/5/12/attn/linear/0" [label="(1536,)", style=solid]; -"1232 features/5/12/attn/__getitem__/1" -> "1233 features/5/12/attn/zero_/0" [label="(512,)", style=solid]; -"1234 features.5.12.attn.qkv.weight" -> "1235 features/5/12/attn/linear/0" [label="(1536, 512)", style=solid]; -"1235 features/5/12/attn/linear/0" -> "1236 features/5/12/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"1236 features/5/12/attn/reshape/1" -> "1237 features/5/12/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"1237 features/5/12/attn/permute/2" -> "1238 features/5/12/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"1237 features/5/12/attn/permute/2" -> "1239 features/5/12/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"1237 features/5/12/attn/permute/2" -> "1240 features/5/12/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"1238 features/5/12/attn/__getitem__/2" -> "1241 features/5/12/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"1239 features/5/12/attn/__getitem__/3" -> "1242 features/5/12/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"1240 features/5/12/attn/__getitem__/4" -> "1252 features/5/12/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"1241 features/5/12/attn/normalize/0" -> "1244 features/5/12/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"1242 features/5/12/attn/normalize/1" -> "1243 features/5/12/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"1243 features/5/12/attn/transpose/0" -> "1244 features/5/12/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"1244 features/5/12/attn/matmul/0" -> "1248 features/5/12/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"1245 features.5.12.attn.logit_scale" -> "1246 features/5/12/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"1246 features/5/12/attn/clamp/0" -> "1247 features/5/12/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"1247 features/5/12/attn/exp/0" -> "1248 features/5/12/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"1248 features/5/12/attn/mul/1" -> "1249 features/5/12/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1249 features/5/12/attn/add/0" -> "1250 features/5/12/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"1250 features/5/12/attn/softmax/0" -> "1251 features/5/12/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"1251 features/5/12/attn/dropout/0" -> "1252 features/5/12/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"1252 features/5/12/attn/matmul/1" -> "1253 features/5/12/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"1253 features/5/12/attn/transpose/1" -> "1254 features/5/12/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"1254 features/5/12/attn/reshape/2" -> "1257 features/5/12/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"1255 features.5.12.attn.proj.weight" -> "1257 features/5/12/attn/linear/1" [label="(512, 512)", style=solid]; -"1256 features.5.12.attn.proj.bias" -> "1257 features/5/12/attn/linear/1" [label="(512,)", style=solid]; -"1257 features/5/12/attn/linear/1" -> "1258 features/5/12/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"1258 features/5/12/attn/dropout/1" -> "1259 features/5/12/attn/view/3" [label="(1, 64, 512)", style=solid]; -"1259 features/5/12/attn/view/3" -> "1260 features/5/12/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1260 features/5/12/attn/permute/3" -> "1261 features/5/12/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1261 features/5/12/attn/reshape/3" -> "1262 features/5/12/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"1262 features/5/12/attn/__getitem__/5" -> "1263 features/5/12/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"1263 features/5/12/attn/contiguous/1" -> "1266 features/5/12/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1264 features.5.12.norm1.weight" -> "1266 features/5/12/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1265 features.5.12.norm1.bias" -> "1266 features/5/12/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1266 features/5/12/norm1/layer_norm/0" -> "1267 features/5/12/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1267 features/5/12/add/0" -> "1270 features/5/12/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"1267 features/5/12/add/0" -> "1280 features/5/12/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1268 features.5.12.mlp.0.weight" -> "1270 features/5/12/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"1269 features.5.12.mlp.0.bias" -> "1270 features/5/12/mlp/0/linear/0" [label="(2048,)", style=solid]; -"1270 features/5/12/mlp/0/linear/0" -> "1271 features/5/12/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"1271 features/5/12/mlp/1/gelu/0" -> "1272 features/5/12/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"1272 features/5/12/mlp/2/dropout/0" -> "1275 features/5/12/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"1273 features.5.12.mlp.3.weight" -> "1275 features/5/12/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"1274 features.5.12.mlp.3.bias" -> "1275 features/5/12/mlp/3/linear/0" [label="(512,)", style=solid]; -"1275 features/5/12/mlp/3/linear/0" -> "1276 features/5/12/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"1276 features/5/12/mlp/4/dropout/0" -> "1279 features/5/12/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1277 features.5.12.norm2.weight" -> "1279 features/5/12/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1278 features.5.12.norm2.bias" -> "1279 features/5/12/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1279 features/5/12/norm2/layer_norm/0" -> "1280 features/5/12/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1280 features/5/12/add/1" -> "1297 features/5/13/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"1280 features/5/12/add/1" -> "1339 features/5/13/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1281 features.5.13.attn.relative_coords_table" -> "1284 features/5/13/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1282 features.5.13.attn.cpb_mlp.0.weight" -> "1284 features/5/13/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1283 features.5.13.attn.cpb_mlp.0.bias" -> "1284 features/5/13/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1284 features/5/13/attn/cpb_mlp/0/linear/0" -> "1285 features/5/13/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1285 features/5/13/attn/cpb_mlp/1/relu_/0" -> "1287 features/5/13/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1286 features.5.13.attn.cpb_mlp.2.weight" -> "1287 features/5/13/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"1287 features/5/13/attn/cpb_mlp/2/linear/0" -> "1288 features/5/13/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"1288 features/5/13/attn/view/0" -> "1290 features/5/13/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"1289 features.5.13.attn.relative_position_index" -> "1290 features/5/13/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1290 features/5/13/attn/__getitem__/0" -> "1291 features/5/13/attn/view/1" [label="(4096, 16)", style=solid]; -"1291 features/5/13/attn/view/1" -> "1292 features/5/13/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"1292 features/5/13/attn/permute/0" -> "1293 features/5/13/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"1293 features/5/13/attn/contiguous/0" -> "1294 features/5/13/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"1294 features/5/13/attn/unsqueeze/0" -> "1295 features/5/13/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"1295 features/5/13/attn/sigmoid/0" -> "1296 features/5/13/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"1296 features/5/13/attn/mul/0" -> "1321 features/5/13/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1297 features/5/13/attn/pad/0" -> "1298 features/5/13/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"1298 features/5/13/attn/view/2" -> "1299 features/5/13/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1299 features/5/13/attn/permute/1" -> "1300 features/5/13/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1300 features/5/13/attn/reshape/0" -> "1307 features/5/13/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"1301 features.5.13.attn.qkv.bias" -> "1302 features/5/13/attn/clone/0" [label="(1536,)", style=solid]; -"1302 features/5/13/attn/clone/0" -> "1303 features/5/13/attn/numel/0" [label="(1536,)", style=solid]; -"1302 features/5/13/attn/clone/0" -> "1304 features/5/13/attn/__getitem__/1" [label="(1536,)", style=solid]; -"1302 features/5/13/attn/clone/0" -> "1307 features/5/13/attn/linear/0" [label="(1536,)", style=solid]; -"1304 features/5/13/attn/__getitem__/1" -> "1305 features/5/13/attn/zero_/0" [label="(512,)", style=solid]; -"1306 features.5.13.attn.qkv.weight" -> "1307 features/5/13/attn/linear/0" [label="(1536, 512)", style=solid]; -"1307 features/5/13/attn/linear/0" -> "1308 features/5/13/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"1308 features/5/13/attn/reshape/1" -> "1309 features/5/13/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"1309 features/5/13/attn/permute/2" -> "1310 features/5/13/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"1309 features/5/13/attn/permute/2" -> "1311 features/5/13/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"1309 features/5/13/attn/permute/2" -> "1312 features/5/13/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"1310 features/5/13/attn/__getitem__/2" -> "1313 features/5/13/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"1311 features/5/13/attn/__getitem__/3" -> "1314 features/5/13/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"1312 features/5/13/attn/__getitem__/4" -> "1324 features/5/13/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"1313 features/5/13/attn/normalize/0" -> "1316 features/5/13/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"1314 features/5/13/attn/normalize/1" -> "1315 features/5/13/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"1315 features/5/13/attn/transpose/0" -> "1316 features/5/13/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"1316 features/5/13/attn/matmul/0" -> "1320 features/5/13/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"1317 features.5.13.attn.logit_scale" -> "1318 features/5/13/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"1318 features/5/13/attn/clamp/0" -> "1319 features/5/13/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"1319 features/5/13/attn/exp/0" -> "1320 features/5/13/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"1320 features/5/13/attn/mul/1" -> "1321 features/5/13/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1321 features/5/13/attn/add/0" -> "1322 features/5/13/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"1322 features/5/13/attn/softmax/0" -> "1323 features/5/13/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"1323 features/5/13/attn/dropout/0" -> "1324 features/5/13/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"1324 features/5/13/attn/matmul/1" -> "1325 features/5/13/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"1325 features/5/13/attn/transpose/1" -> "1326 features/5/13/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"1326 features/5/13/attn/reshape/2" -> "1329 features/5/13/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"1327 features.5.13.attn.proj.weight" -> "1329 features/5/13/attn/linear/1" [label="(512, 512)", style=solid]; -"1328 features.5.13.attn.proj.bias" -> "1329 features/5/13/attn/linear/1" [label="(512,)", style=solid]; -"1329 features/5/13/attn/linear/1" -> "1330 features/5/13/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"1330 features/5/13/attn/dropout/1" -> "1331 features/5/13/attn/view/3" [label="(1, 64, 512)", style=solid]; -"1331 features/5/13/attn/view/3" -> "1332 features/5/13/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1332 features/5/13/attn/permute/3" -> "1333 features/5/13/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1333 features/5/13/attn/reshape/3" -> "1334 features/5/13/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"1334 features/5/13/attn/__getitem__/5" -> "1335 features/5/13/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"1335 features/5/13/attn/contiguous/1" -> "1338 features/5/13/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1336 features.5.13.norm1.weight" -> "1338 features/5/13/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1337 features.5.13.norm1.bias" -> "1338 features/5/13/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1338 features/5/13/norm1/layer_norm/0" -> "1339 features/5/13/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1339 features/5/13/add/0" -> "1342 features/5/13/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"1339 features/5/13/add/0" -> "1352 features/5/13/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1340 features.5.13.mlp.0.weight" -> "1342 features/5/13/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"1341 features.5.13.mlp.0.bias" -> "1342 features/5/13/mlp/0/linear/0" [label="(2048,)", style=solid]; -"1342 features/5/13/mlp/0/linear/0" -> "1343 features/5/13/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"1343 features/5/13/mlp/1/gelu/0" -> "1344 features/5/13/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"1344 features/5/13/mlp/2/dropout/0" -> "1347 features/5/13/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"1345 features.5.13.mlp.3.weight" -> "1347 features/5/13/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"1346 features.5.13.mlp.3.bias" -> "1347 features/5/13/mlp/3/linear/0" [label="(512,)", style=solid]; -"1347 features/5/13/mlp/3/linear/0" -> "1348 features/5/13/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"1348 features/5/13/mlp/4/dropout/0" -> "1351 features/5/13/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1349 features.5.13.norm2.weight" -> "1351 features/5/13/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1350 features.5.13.norm2.bias" -> "1351 features/5/13/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1351 features/5/13/norm2/layer_norm/0" -> "1352 features/5/13/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1352 features/5/13/add/1" -> "1369 features/5/14/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"1352 features/5/13/add/1" -> "1411 features/5/14/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1353 features.5.14.attn.relative_coords_table" -> "1356 features/5/14/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1354 features.5.14.attn.cpb_mlp.0.weight" -> "1356 features/5/14/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1355 features.5.14.attn.cpb_mlp.0.bias" -> "1356 features/5/14/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1356 features/5/14/attn/cpb_mlp/0/linear/0" -> "1357 features/5/14/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1357 features/5/14/attn/cpb_mlp/1/relu_/0" -> "1359 features/5/14/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1358 features.5.14.attn.cpb_mlp.2.weight" -> "1359 features/5/14/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"1359 features/5/14/attn/cpb_mlp/2/linear/0" -> "1360 features/5/14/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"1360 features/5/14/attn/view/0" -> "1362 features/5/14/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"1361 features.5.14.attn.relative_position_index" -> "1362 features/5/14/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1362 features/5/14/attn/__getitem__/0" -> "1363 features/5/14/attn/view/1" [label="(4096, 16)", style=solid]; -"1363 features/5/14/attn/view/1" -> "1364 features/5/14/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"1364 features/5/14/attn/permute/0" -> "1365 features/5/14/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"1365 features/5/14/attn/contiguous/0" -> "1366 features/5/14/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"1366 features/5/14/attn/unsqueeze/0" -> "1367 features/5/14/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"1367 features/5/14/attn/sigmoid/0" -> "1368 features/5/14/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"1368 features/5/14/attn/mul/0" -> "1393 features/5/14/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1369 features/5/14/attn/pad/0" -> "1370 features/5/14/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"1370 features/5/14/attn/view/2" -> "1371 features/5/14/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1371 features/5/14/attn/permute/1" -> "1372 features/5/14/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1372 features/5/14/attn/reshape/0" -> "1379 features/5/14/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"1373 features.5.14.attn.qkv.bias" -> "1374 features/5/14/attn/clone/0" [label="(1536,)", style=solid]; -"1374 features/5/14/attn/clone/0" -> "1375 features/5/14/attn/numel/0" [label="(1536,)", style=solid]; -"1374 features/5/14/attn/clone/0" -> "1376 features/5/14/attn/__getitem__/1" [label="(1536,)", style=solid]; -"1374 features/5/14/attn/clone/0" -> "1379 features/5/14/attn/linear/0" [label="(1536,)", style=solid]; -"1376 features/5/14/attn/__getitem__/1" -> "1377 features/5/14/attn/zero_/0" [label="(512,)", style=solid]; -"1378 features.5.14.attn.qkv.weight" -> "1379 features/5/14/attn/linear/0" [label="(1536, 512)", style=solid]; -"1379 features/5/14/attn/linear/0" -> "1380 features/5/14/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"1380 features/5/14/attn/reshape/1" -> "1381 features/5/14/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"1381 features/5/14/attn/permute/2" -> "1382 features/5/14/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"1381 features/5/14/attn/permute/2" -> "1383 features/5/14/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"1381 features/5/14/attn/permute/2" -> "1384 features/5/14/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"1382 features/5/14/attn/__getitem__/2" -> "1385 features/5/14/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"1383 features/5/14/attn/__getitem__/3" -> "1386 features/5/14/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"1384 features/5/14/attn/__getitem__/4" -> "1396 features/5/14/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"1385 features/5/14/attn/normalize/0" -> "1388 features/5/14/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"1386 features/5/14/attn/normalize/1" -> "1387 features/5/14/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"1387 features/5/14/attn/transpose/0" -> "1388 features/5/14/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"1388 features/5/14/attn/matmul/0" -> "1392 features/5/14/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"1389 features.5.14.attn.logit_scale" -> "1390 features/5/14/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"1390 features/5/14/attn/clamp/0" -> "1391 features/5/14/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"1391 features/5/14/attn/exp/0" -> "1392 features/5/14/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"1392 features/5/14/attn/mul/1" -> "1393 features/5/14/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1393 features/5/14/attn/add/0" -> "1394 features/5/14/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"1394 features/5/14/attn/softmax/0" -> "1395 features/5/14/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"1395 features/5/14/attn/dropout/0" -> "1396 features/5/14/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"1396 features/5/14/attn/matmul/1" -> "1397 features/5/14/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"1397 features/5/14/attn/transpose/1" -> "1398 features/5/14/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"1398 features/5/14/attn/reshape/2" -> "1401 features/5/14/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"1399 features.5.14.attn.proj.weight" -> "1401 features/5/14/attn/linear/1" [label="(512, 512)", style=solid]; -"1400 features.5.14.attn.proj.bias" -> "1401 features/5/14/attn/linear/1" [label="(512,)", style=solid]; -"1401 features/5/14/attn/linear/1" -> "1402 features/5/14/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"1402 features/5/14/attn/dropout/1" -> "1403 features/5/14/attn/view/3" [label="(1, 64, 512)", style=solid]; -"1403 features/5/14/attn/view/3" -> "1404 features/5/14/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1404 features/5/14/attn/permute/3" -> "1405 features/5/14/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1405 features/5/14/attn/reshape/3" -> "1406 features/5/14/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"1406 features/5/14/attn/__getitem__/5" -> "1407 features/5/14/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"1407 features/5/14/attn/contiguous/1" -> "1410 features/5/14/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1408 features.5.14.norm1.weight" -> "1410 features/5/14/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1409 features.5.14.norm1.bias" -> "1410 features/5/14/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1410 features/5/14/norm1/layer_norm/0" -> "1411 features/5/14/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1411 features/5/14/add/0" -> "1414 features/5/14/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"1411 features/5/14/add/0" -> "1424 features/5/14/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1412 features.5.14.mlp.0.weight" -> "1414 features/5/14/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"1413 features.5.14.mlp.0.bias" -> "1414 features/5/14/mlp/0/linear/0" [label="(2048,)", style=solid]; -"1414 features/5/14/mlp/0/linear/0" -> "1415 features/5/14/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"1415 features/5/14/mlp/1/gelu/0" -> "1416 features/5/14/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"1416 features/5/14/mlp/2/dropout/0" -> "1419 features/5/14/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"1417 features.5.14.mlp.3.weight" -> "1419 features/5/14/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"1418 features.5.14.mlp.3.bias" -> "1419 features/5/14/mlp/3/linear/0" [label="(512,)", style=solid]; -"1419 features/5/14/mlp/3/linear/0" -> "1420 features/5/14/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"1420 features/5/14/mlp/4/dropout/0" -> "1423 features/5/14/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1421 features.5.14.norm2.weight" -> "1423 features/5/14/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1422 features.5.14.norm2.bias" -> "1423 features/5/14/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1423 features/5/14/norm2/layer_norm/0" -> "1424 features/5/14/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1424 features/5/14/add/1" -> "1441 features/5/15/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"1424 features/5/14/add/1" -> "1483 features/5/15/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1425 features.5.15.attn.relative_coords_table" -> "1428 features/5/15/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1426 features.5.15.attn.cpb_mlp.0.weight" -> "1428 features/5/15/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1427 features.5.15.attn.cpb_mlp.0.bias" -> "1428 features/5/15/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1428 features/5/15/attn/cpb_mlp/0/linear/0" -> "1429 features/5/15/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1429 features/5/15/attn/cpb_mlp/1/relu_/0" -> "1431 features/5/15/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1430 features.5.15.attn.cpb_mlp.2.weight" -> "1431 features/5/15/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"1431 features/5/15/attn/cpb_mlp/2/linear/0" -> "1432 features/5/15/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"1432 features/5/15/attn/view/0" -> "1434 features/5/15/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"1433 features.5.15.attn.relative_position_index" -> "1434 features/5/15/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1434 features/5/15/attn/__getitem__/0" -> "1435 features/5/15/attn/view/1" [label="(4096, 16)", style=solid]; -"1435 features/5/15/attn/view/1" -> "1436 features/5/15/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"1436 features/5/15/attn/permute/0" -> "1437 features/5/15/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"1437 features/5/15/attn/contiguous/0" -> "1438 features/5/15/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"1438 features/5/15/attn/unsqueeze/0" -> "1439 features/5/15/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"1439 features/5/15/attn/sigmoid/0" -> "1440 features/5/15/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"1440 features/5/15/attn/mul/0" -> "1465 features/5/15/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1441 features/5/15/attn/pad/0" -> "1442 features/5/15/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"1442 features/5/15/attn/view/2" -> "1443 features/5/15/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1443 features/5/15/attn/permute/1" -> "1444 features/5/15/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1444 features/5/15/attn/reshape/0" -> "1451 features/5/15/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"1445 features.5.15.attn.qkv.bias" -> "1446 features/5/15/attn/clone/0" [label="(1536,)", style=solid]; -"1446 features/5/15/attn/clone/0" -> "1447 features/5/15/attn/numel/0" [label="(1536,)", style=solid]; -"1446 features/5/15/attn/clone/0" -> "1448 features/5/15/attn/__getitem__/1" [label="(1536,)", style=solid]; -"1446 features/5/15/attn/clone/0" -> "1451 features/5/15/attn/linear/0" [label="(1536,)", style=solid]; -"1448 features/5/15/attn/__getitem__/1" -> "1449 features/5/15/attn/zero_/0" [label="(512,)", style=solid]; -"1450 features.5.15.attn.qkv.weight" -> "1451 features/5/15/attn/linear/0" [label="(1536, 512)", style=solid]; -"1451 features/5/15/attn/linear/0" -> "1452 features/5/15/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"1452 features/5/15/attn/reshape/1" -> "1453 features/5/15/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"1453 features/5/15/attn/permute/2" -> "1454 features/5/15/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"1453 features/5/15/attn/permute/2" -> "1455 features/5/15/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"1453 features/5/15/attn/permute/2" -> "1456 features/5/15/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"1454 features/5/15/attn/__getitem__/2" -> "1457 features/5/15/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"1455 features/5/15/attn/__getitem__/3" -> "1458 features/5/15/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"1456 features/5/15/attn/__getitem__/4" -> "1468 features/5/15/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"1457 features/5/15/attn/normalize/0" -> "1460 features/5/15/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"1458 features/5/15/attn/normalize/1" -> "1459 features/5/15/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"1459 features/5/15/attn/transpose/0" -> "1460 features/5/15/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"1460 features/5/15/attn/matmul/0" -> "1464 features/5/15/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"1461 features.5.15.attn.logit_scale" -> "1462 features/5/15/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"1462 features/5/15/attn/clamp/0" -> "1463 features/5/15/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"1463 features/5/15/attn/exp/0" -> "1464 features/5/15/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"1464 features/5/15/attn/mul/1" -> "1465 features/5/15/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1465 features/5/15/attn/add/0" -> "1466 features/5/15/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"1466 features/5/15/attn/softmax/0" -> "1467 features/5/15/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"1467 features/5/15/attn/dropout/0" -> "1468 features/5/15/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"1468 features/5/15/attn/matmul/1" -> "1469 features/5/15/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"1469 features/5/15/attn/transpose/1" -> "1470 features/5/15/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"1470 features/5/15/attn/reshape/2" -> "1473 features/5/15/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"1471 features.5.15.attn.proj.weight" -> "1473 features/5/15/attn/linear/1" [label="(512, 512)", style=solid]; -"1472 features.5.15.attn.proj.bias" -> "1473 features/5/15/attn/linear/1" [label="(512,)", style=solid]; -"1473 features/5/15/attn/linear/1" -> "1474 features/5/15/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"1474 features/5/15/attn/dropout/1" -> "1475 features/5/15/attn/view/3" [label="(1, 64, 512)", style=solid]; -"1475 features/5/15/attn/view/3" -> "1476 features/5/15/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1476 features/5/15/attn/permute/3" -> "1477 features/5/15/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1477 features/5/15/attn/reshape/3" -> "1478 features/5/15/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"1478 features/5/15/attn/__getitem__/5" -> "1479 features/5/15/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"1479 features/5/15/attn/contiguous/1" -> "1482 features/5/15/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1480 features.5.15.norm1.weight" -> "1482 features/5/15/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1481 features.5.15.norm1.bias" -> "1482 features/5/15/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1482 features/5/15/norm1/layer_norm/0" -> "1483 features/5/15/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1483 features/5/15/add/0" -> "1486 features/5/15/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"1483 features/5/15/add/0" -> "1496 features/5/15/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1484 features.5.15.mlp.0.weight" -> "1486 features/5/15/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"1485 features.5.15.mlp.0.bias" -> "1486 features/5/15/mlp/0/linear/0" [label="(2048,)", style=solid]; -"1486 features/5/15/mlp/0/linear/0" -> "1487 features/5/15/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"1487 features/5/15/mlp/1/gelu/0" -> "1488 features/5/15/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"1488 features/5/15/mlp/2/dropout/0" -> "1491 features/5/15/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"1489 features.5.15.mlp.3.weight" -> "1491 features/5/15/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"1490 features.5.15.mlp.3.bias" -> "1491 features/5/15/mlp/3/linear/0" [label="(512,)", style=solid]; -"1491 features/5/15/mlp/3/linear/0" -> "1492 features/5/15/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"1492 features/5/15/mlp/4/dropout/0" -> "1495 features/5/15/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1493 features.5.15.norm2.weight" -> "1495 features/5/15/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1494 features.5.15.norm2.bias" -> "1495 features/5/15/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1495 features/5/15/norm2/layer_norm/0" -> "1496 features/5/15/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1496 features/5/15/add/1" -> "1513 features/5/16/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"1496 features/5/15/add/1" -> "1555 features/5/16/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1497 features.5.16.attn.relative_coords_table" -> "1500 features/5/16/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1498 features.5.16.attn.cpb_mlp.0.weight" -> "1500 features/5/16/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1499 features.5.16.attn.cpb_mlp.0.bias" -> "1500 features/5/16/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1500 features/5/16/attn/cpb_mlp/0/linear/0" -> "1501 features/5/16/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1501 features/5/16/attn/cpb_mlp/1/relu_/0" -> "1503 features/5/16/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1502 features.5.16.attn.cpb_mlp.2.weight" -> "1503 features/5/16/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"1503 features/5/16/attn/cpb_mlp/2/linear/0" -> "1504 features/5/16/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"1504 features/5/16/attn/view/0" -> "1506 features/5/16/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"1505 features.5.16.attn.relative_position_index" -> "1506 features/5/16/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1506 features/5/16/attn/__getitem__/0" -> "1507 features/5/16/attn/view/1" [label="(4096, 16)", style=solid]; -"1507 features/5/16/attn/view/1" -> "1508 features/5/16/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"1508 features/5/16/attn/permute/0" -> "1509 features/5/16/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"1509 features/5/16/attn/contiguous/0" -> "1510 features/5/16/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"1510 features/5/16/attn/unsqueeze/0" -> "1511 features/5/16/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"1511 features/5/16/attn/sigmoid/0" -> "1512 features/5/16/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"1512 features/5/16/attn/mul/0" -> "1537 features/5/16/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1513 features/5/16/attn/pad/0" -> "1514 features/5/16/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"1514 features/5/16/attn/view/2" -> "1515 features/5/16/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1515 features/5/16/attn/permute/1" -> "1516 features/5/16/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1516 features/5/16/attn/reshape/0" -> "1523 features/5/16/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"1517 features.5.16.attn.qkv.bias" -> "1518 features/5/16/attn/clone/0" [label="(1536,)", style=solid]; -"1518 features/5/16/attn/clone/0" -> "1519 features/5/16/attn/numel/0" [label="(1536,)", style=solid]; -"1518 features/5/16/attn/clone/0" -> "1520 features/5/16/attn/__getitem__/1" [label="(1536,)", style=solid]; -"1518 features/5/16/attn/clone/0" -> "1523 features/5/16/attn/linear/0" [label="(1536,)", style=solid]; -"1520 features/5/16/attn/__getitem__/1" -> "1521 features/5/16/attn/zero_/0" [label="(512,)", style=solid]; -"1522 features.5.16.attn.qkv.weight" -> "1523 features/5/16/attn/linear/0" [label="(1536, 512)", style=solid]; -"1523 features/5/16/attn/linear/0" -> "1524 features/5/16/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"1524 features/5/16/attn/reshape/1" -> "1525 features/5/16/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"1525 features/5/16/attn/permute/2" -> "1526 features/5/16/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"1525 features/5/16/attn/permute/2" -> "1527 features/5/16/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"1525 features/5/16/attn/permute/2" -> "1528 features/5/16/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"1526 features/5/16/attn/__getitem__/2" -> "1529 features/5/16/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"1527 features/5/16/attn/__getitem__/3" -> "1530 features/5/16/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"1528 features/5/16/attn/__getitem__/4" -> "1540 features/5/16/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"1529 features/5/16/attn/normalize/0" -> "1532 features/5/16/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"1530 features/5/16/attn/normalize/1" -> "1531 features/5/16/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"1531 features/5/16/attn/transpose/0" -> "1532 features/5/16/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"1532 features/5/16/attn/matmul/0" -> "1536 features/5/16/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"1533 features.5.16.attn.logit_scale" -> "1534 features/5/16/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"1534 features/5/16/attn/clamp/0" -> "1535 features/5/16/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"1535 features/5/16/attn/exp/0" -> "1536 features/5/16/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"1536 features/5/16/attn/mul/1" -> "1537 features/5/16/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1537 features/5/16/attn/add/0" -> "1538 features/5/16/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"1538 features/5/16/attn/softmax/0" -> "1539 features/5/16/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"1539 features/5/16/attn/dropout/0" -> "1540 features/5/16/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"1540 features/5/16/attn/matmul/1" -> "1541 features/5/16/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"1541 features/5/16/attn/transpose/1" -> "1542 features/5/16/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"1542 features/5/16/attn/reshape/2" -> "1545 features/5/16/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"1543 features.5.16.attn.proj.weight" -> "1545 features/5/16/attn/linear/1" [label="(512, 512)", style=solid]; -"1544 features.5.16.attn.proj.bias" -> "1545 features/5/16/attn/linear/1" [label="(512,)", style=solid]; -"1545 features/5/16/attn/linear/1" -> "1546 features/5/16/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"1546 features/5/16/attn/dropout/1" -> "1547 features/5/16/attn/view/3" [label="(1, 64, 512)", style=solid]; -"1547 features/5/16/attn/view/3" -> "1548 features/5/16/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1548 features/5/16/attn/permute/3" -> "1549 features/5/16/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1549 features/5/16/attn/reshape/3" -> "1550 features/5/16/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"1550 features/5/16/attn/__getitem__/5" -> "1551 features/5/16/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"1551 features/5/16/attn/contiguous/1" -> "1554 features/5/16/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1552 features.5.16.norm1.weight" -> "1554 features/5/16/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1553 features.5.16.norm1.bias" -> "1554 features/5/16/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1554 features/5/16/norm1/layer_norm/0" -> "1555 features/5/16/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1555 features/5/16/add/0" -> "1558 features/5/16/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"1555 features/5/16/add/0" -> "1568 features/5/16/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1556 features.5.16.mlp.0.weight" -> "1558 features/5/16/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"1557 features.5.16.mlp.0.bias" -> "1558 features/5/16/mlp/0/linear/0" [label="(2048,)", style=solid]; -"1558 features/5/16/mlp/0/linear/0" -> "1559 features/5/16/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"1559 features/5/16/mlp/1/gelu/0" -> "1560 features/5/16/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"1560 features/5/16/mlp/2/dropout/0" -> "1563 features/5/16/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"1561 features.5.16.mlp.3.weight" -> "1563 features/5/16/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"1562 features.5.16.mlp.3.bias" -> "1563 features/5/16/mlp/3/linear/0" [label="(512,)", style=solid]; -"1563 features/5/16/mlp/3/linear/0" -> "1564 features/5/16/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"1564 features/5/16/mlp/4/dropout/0" -> "1567 features/5/16/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1565 features.5.16.norm2.weight" -> "1567 features/5/16/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1566 features.5.16.norm2.bias" -> "1567 features/5/16/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1567 features/5/16/norm2/layer_norm/0" -> "1568 features/5/16/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1568 features/5/16/add/1" -> "1585 features/5/17/attn/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"1568 features/5/16/add/1" -> "1627 features/5/17/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1569 features.5.17.attn.relative_coords_table" -> "1572 features/5/17/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1570 features.5.17.attn.cpb_mlp.0.weight" -> "1572 features/5/17/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1571 features.5.17.attn.cpb_mlp.0.bias" -> "1572 features/5/17/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1572 features/5/17/attn/cpb_mlp/0/linear/0" -> "1573 features/5/17/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1573 features/5/17/attn/cpb_mlp/1/relu_/0" -> "1575 features/5/17/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1574 features.5.17.attn.cpb_mlp.2.weight" -> "1575 features/5/17/attn/cpb_mlp/2/linear/0" [label="(16, 512)", style=solid]; -"1575 features/5/17/attn/cpb_mlp/2/linear/0" -> "1576 features/5/17/attn/view/0" [label="(1, 15, 15, 16)", style=solid]; -"1576 features/5/17/attn/view/0" -> "1578 features/5/17/attn/__getitem__/0" [label="(225, 16)", style=solid]; -"1577 features.5.17.attn.relative_position_index" -> "1578 features/5/17/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1578 features/5/17/attn/__getitem__/0" -> "1579 features/5/17/attn/view/1" [label="(4096, 16)", style=solid]; -"1579 features/5/17/attn/view/1" -> "1580 features/5/17/attn/permute/0" [label="(64, 64, 16)", style=solid]; -"1580 features/5/17/attn/permute/0" -> "1581 features/5/17/attn/contiguous/0" [label="(16, 64, 64)", style=solid]; -"1581 features/5/17/attn/contiguous/0" -> "1582 features/5/17/attn/unsqueeze/0" [label="(16, 64, 64)", style=solid]; -"1582 features/5/17/attn/unsqueeze/0" -> "1583 features/5/17/attn/sigmoid/0" [label="(1, 16, 64, 64)", style=solid]; -"1583 features/5/17/attn/sigmoid/0" -> "1584 features/5/17/attn/mul/0" [label="(1, 16, 64, 64)", style=solid]; -"1584 features/5/17/attn/mul/0" -> "1609 features/5/17/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1585 features/5/17/attn/pad/0" -> "1586 features/5/17/attn/view/2" [label="(1, 8, 8, 512)", style=solid]; -"1586 features/5/17/attn/view/2" -> "1587 features/5/17/attn/permute/1" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1587 features/5/17/attn/permute/1" -> "1588 features/5/17/attn/reshape/0" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1588 features/5/17/attn/reshape/0" -> "1595 features/5/17/attn/linear/0" [label="(1, 64, 512)", style=solid]; -"1589 features.5.17.attn.qkv.bias" -> "1590 features/5/17/attn/clone/0" [label="(1536,)", style=solid]; -"1590 features/5/17/attn/clone/0" -> "1591 features/5/17/attn/numel/0" [label="(1536,)", style=solid]; -"1590 features/5/17/attn/clone/0" -> "1592 features/5/17/attn/__getitem__/1" [label="(1536,)", style=solid]; -"1590 features/5/17/attn/clone/0" -> "1595 features/5/17/attn/linear/0" [label="(1536,)", style=solid]; -"1592 features/5/17/attn/__getitem__/1" -> "1593 features/5/17/attn/zero_/0" [label="(512,)", style=solid]; -"1594 features.5.17.attn.qkv.weight" -> "1595 features/5/17/attn/linear/0" [label="(1536, 512)", style=solid]; -"1595 features/5/17/attn/linear/0" -> "1596 features/5/17/attn/reshape/1" [label="(1, 64, 1536)", style=solid]; -"1596 features/5/17/attn/reshape/1" -> "1597 features/5/17/attn/permute/2" [label="(1, 64, 3, 16, 32)", style=solid]; -"1597 features/5/17/attn/permute/2" -> "1598 features/5/17/attn/__getitem__/2" [label="(3, 1, 16, 64, 32)", style=solid]; -"1597 features/5/17/attn/permute/2" -> "1599 features/5/17/attn/__getitem__/3" [label="(3, 1, 16, 64, 32)", style=solid]; -"1597 features/5/17/attn/permute/2" -> "1600 features/5/17/attn/__getitem__/4" [label="(3, 1, 16, 64, 32)", style=solid]; -"1598 features/5/17/attn/__getitem__/2" -> "1601 features/5/17/attn/normalize/0" [label="(1, 16, 64, 32)", style=solid]; -"1599 features/5/17/attn/__getitem__/3" -> "1602 features/5/17/attn/normalize/1" [label="(1, 16, 64, 32)", style=solid]; -"1600 features/5/17/attn/__getitem__/4" -> "1612 features/5/17/attn/matmul/1" [label="(1, 16, 64, 32)", style=solid]; -"1601 features/5/17/attn/normalize/0" -> "1604 features/5/17/attn/matmul/0" [label="(1, 16, 64, 32)", style=solid]; -"1602 features/5/17/attn/normalize/1" -> "1603 features/5/17/attn/transpose/0" [label="(1, 16, 64, 32)", style=solid]; -"1603 features/5/17/attn/transpose/0" -> "1604 features/5/17/attn/matmul/0" [label="(1, 16, 32, 64)", style=solid]; -"1604 features/5/17/attn/matmul/0" -> "1608 features/5/17/attn/mul/1" [label="(1, 16, 64, 64)", style=solid]; -"1605 features.5.17.attn.logit_scale" -> "1606 features/5/17/attn/clamp/0" [label="(16, 1, 1)", style=solid]; -"1606 features/5/17/attn/clamp/0" -> "1607 features/5/17/attn/exp/0" [label="(16, 1, 1)", style=solid]; -"1607 features/5/17/attn/exp/0" -> "1608 features/5/17/attn/mul/1" [label="(16, 1, 1)", style=solid]; -"1608 features/5/17/attn/mul/1" -> "1609 features/5/17/attn/add/0" [label="(1, 16, 64, 64)", style=solid]; -"1609 features/5/17/attn/add/0" -> "1610 features/5/17/attn/softmax/0" [label="(1, 16, 64, 64)", style=solid]; -"1610 features/5/17/attn/softmax/0" -> "1611 features/5/17/attn/dropout/0" [label="(1, 16, 64, 64)", style=solid]; -"1611 features/5/17/attn/dropout/0" -> "1612 features/5/17/attn/matmul/1" [label="(1, 16, 64, 64)", style=solid]; -"1612 features/5/17/attn/matmul/1" -> "1613 features/5/17/attn/transpose/1" [label="(1, 16, 64, 32)", style=solid]; -"1613 features/5/17/attn/transpose/1" -> "1614 features/5/17/attn/reshape/2" [label="(1, 64, 16, 32)", style=solid]; -"1614 features/5/17/attn/reshape/2" -> "1617 features/5/17/attn/linear/1" [label="(1, 64, 512)", style=solid]; -"1615 features.5.17.attn.proj.weight" -> "1617 features/5/17/attn/linear/1" [label="(512, 512)", style=solid]; -"1616 features.5.17.attn.proj.bias" -> "1617 features/5/17/attn/linear/1" [label="(512,)", style=solid]; -"1617 features/5/17/attn/linear/1" -> "1618 features/5/17/attn/dropout/1" [label="(1, 64, 512)", style=solid]; -"1618 features/5/17/attn/dropout/1" -> "1619 features/5/17/attn/view/3" [label="(1, 64, 512)", style=solid]; -"1619 features/5/17/attn/view/3" -> "1620 features/5/17/attn/permute/3" [label="(1, 1, 1, 8, 8, 512)", style=solid]; -"1620 features/5/17/attn/permute/3" -> "1621 features/5/17/attn/reshape/3" [label="(1, 1, 8, 1, 8, 512)", style=solid]; -"1621 features/5/17/attn/reshape/3" -> "1622 features/5/17/attn/__getitem__/5" [label="(1, 8, 8, 512)", style=solid]; -"1622 features/5/17/attn/__getitem__/5" -> "1623 features/5/17/attn/contiguous/1" [label="(1, 4, 4, 512)", style=solid]; -"1623 features/5/17/attn/contiguous/1" -> "1626 features/5/17/norm1/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1624 features.5.17.norm1.weight" -> "1626 features/5/17/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1625 features.5.17.norm1.bias" -> "1626 features/5/17/norm1/layer_norm/0" [label="(512,)", style=solid]; -"1626 features/5/17/norm1/layer_norm/0" -> "1627 features/5/17/add/0" [label="(1, 4, 4, 512)", style=solid]; -"1627 features/5/17/add/0" -> "1630 features/5/17/mlp/0/linear/0" [label="(1, 4, 4, 512)", style=solid]; -"1627 features/5/17/add/0" -> "1640 features/5/17/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1628 features.5.17.mlp.0.weight" -> "1630 features/5/17/mlp/0/linear/0" [label="(2048, 512)", style=solid]; -"1629 features.5.17.mlp.0.bias" -> "1630 features/5/17/mlp/0/linear/0" [label="(2048,)", style=solid]; -"1630 features/5/17/mlp/0/linear/0" -> "1631 features/5/17/mlp/1/gelu/0" [label="(1, 4, 4, 2048)", style=solid]; -"1631 features/5/17/mlp/1/gelu/0" -> "1632 features/5/17/mlp/2/dropout/0" [label="(1, 4, 4, 2048)", style=solid]; -"1632 features/5/17/mlp/2/dropout/0" -> "1635 features/5/17/mlp/3/linear/0" [label="(1, 4, 4, 2048)", style=solid]; -"1633 features.5.17.mlp.3.weight" -> "1635 features/5/17/mlp/3/linear/0" [label="(512, 2048)", style=solid]; -"1634 features.5.17.mlp.3.bias" -> "1635 features/5/17/mlp/3/linear/0" [label="(512,)", style=solid]; -"1635 features/5/17/mlp/3/linear/0" -> "1636 features/5/17/mlp/4/dropout/0" [label="(1, 4, 4, 512)", style=solid]; -"1636 features/5/17/mlp/4/dropout/0" -> "1639 features/5/17/norm2/layer_norm/0" [label="(1, 4, 4, 512)", style=solid]; -"1637 features.5.17.norm2.weight" -> "1639 features/5/17/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1638 features.5.17.norm2.bias" -> "1639 features/5/17/norm2/layer_norm/0" [label="(512,)", style=solid]; -"1639 features/5/17/norm2/layer_norm/0" -> "1640 features/5/17/add/1" [label="(1, 4, 4, 512)", style=solid]; -"1640 features/5/17/add/1" -> "1641 features/6/pad/0" [label="(1, 4, 4, 512)", style=solid]; -"1641 features/6/pad/0" -> "1642 features/6/__getitem__/0" [label="(1, 4, 4, 512)", style=solid]; -"1641 features/6/pad/0" -> "1643 features/6/__getitem__/1" [label="(1, 4, 4, 512)", style=solid]; -"1641 features/6/pad/0" -> "1644 features/6/__getitem__/2" [label="(1, 4, 4, 512)", style=solid]; -"1641 features/6/pad/0" -> "1645 features/6/__getitem__/3" [label="(1, 4, 4, 512)", style=solid]; -"1642 features/6/__getitem__/0" -> "1646 features/6/cat/0" [label="(1, 2, 2, 512)", style=solid]; -"1643 features/6/__getitem__/1" -> "1646 features/6/cat/0" [label="(1, 2, 2, 512)", style=solid]; -"1644 features/6/__getitem__/2" -> "1646 features/6/cat/0" [label="(1, 2, 2, 512)", style=solid]; -"1645 features/6/__getitem__/3" -> "1646 features/6/cat/0" [label="(1, 2, 2, 512)", style=solid]; -"1646 features/6/cat/0" -> "1648 features/6/reduction/linear/0" [label="(1, 2, 2, 2048)", style=solid]; -"1647 features.6.reduction.weight" -> "1648 features/6/reduction/linear/0" [label="(1024, 2048)", style=solid]; -"1648 features/6/reduction/linear/0" -> "1651 features/6/norm/layer_norm/0" [label="(1, 2, 2, 1024)", style=solid]; -"1649 features.6.norm.weight" -> "1651 features/6/norm/layer_norm/0" [label="(1024,)", style=solid]; -"1650 features.6.norm.bias" -> "1651 features/6/norm/layer_norm/0" [label="(1024,)", style=solid]; -"1651 features/6/norm/layer_norm/0" -> "1668 features/7/0/attn/pad/0" [label="(1, 2, 2, 1024)", style=solid]; -"1651 features/6/norm/layer_norm/0" -> "1710 features/7/0/add/0" [label="(1, 2, 2, 1024)", style=solid]; -"1652 features.7.0.attn.relative_coords_table" -> "1655 features/7/0/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1653 features.7.0.attn.cpb_mlp.0.weight" -> "1655 features/7/0/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1654 features.7.0.attn.cpb_mlp.0.bias" -> "1655 features/7/0/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1655 features/7/0/attn/cpb_mlp/0/linear/0" -> "1656 features/7/0/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1656 features/7/0/attn/cpb_mlp/1/relu_/0" -> "1658 features/7/0/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1657 features.7.0.attn.cpb_mlp.2.weight" -> "1658 features/7/0/attn/cpb_mlp/2/linear/0" [label="(32, 512)", style=solid]; -"1658 features/7/0/attn/cpb_mlp/2/linear/0" -> "1659 features/7/0/attn/view/0" [label="(1, 15, 15, 32)", style=solid]; -"1659 features/7/0/attn/view/0" -> "1661 features/7/0/attn/__getitem__/0" [label="(225, 32)", style=solid]; -"1660 features.7.0.attn.relative_position_index" -> "1661 features/7/0/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1661 features/7/0/attn/__getitem__/0" -> "1662 features/7/0/attn/view/1" [label="(4096, 32)", style=solid]; -"1662 features/7/0/attn/view/1" -> "1663 features/7/0/attn/permute/0" [label="(64, 64, 32)", style=solid]; -"1663 features/7/0/attn/permute/0" -> "1664 features/7/0/attn/contiguous/0" [label="(32, 64, 64)", style=solid]; -"1664 features/7/0/attn/contiguous/0" -> "1665 features/7/0/attn/unsqueeze/0" [label="(32, 64, 64)", style=solid]; -"1665 features/7/0/attn/unsqueeze/0" -> "1666 features/7/0/attn/sigmoid/0" [label="(1, 32, 64, 64)", style=solid]; -"1666 features/7/0/attn/sigmoid/0" -> "1667 features/7/0/attn/mul/0" [label="(1, 32, 64, 64)", style=solid]; -"1667 features/7/0/attn/mul/0" -> "1692 features/7/0/attn/add/0" [label="(1, 32, 64, 64)", style=solid]; -"1668 features/7/0/attn/pad/0" -> "1669 features/7/0/attn/view/2" [label="(1, 8, 8, 1024)", style=solid]; -"1669 features/7/0/attn/view/2" -> "1670 features/7/0/attn/permute/1" [label="(1, 1, 8, 1, 8, 1024)", style=solid]; -"1670 features/7/0/attn/permute/1" -> "1671 features/7/0/attn/reshape/0" [label="(1, 1, 1, 8, 8, 1024)", style=solid]; -"1671 features/7/0/attn/reshape/0" -> "1678 features/7/0/attn/linear/0" [label="(1, 64, 1024)", style=solid]; -"1672 features.7.0.attn.qkv.bias" -> "1673 features/7/0/attn/clone/0" [label="(3072,)", style=solid]; -"1673 features/7/0/attn/clone/0" -> "1674 features/7/0/attn/numel/0" [label="(3072,)", style=solid]; -"1673 features/7/0/attn/clone/0" -> "1675 features/7/0/attn/__getitem__/1" [label="(3072,)", style=solid]; -"1673 features/7/0/attn/clone/0" -> "1678 features/7/0/attn/linear/0" [label="(3072,)", style=solid]; -"1675 features/7/0/attn/__getitem__/1" -> "1676 features/7/0/attn/zero_/0" [label="(1024,)", style=solid]; -"1677 features.7.0.attn.qkv.weight" -> "1678 features/7/0/attn/linear/0" [label="(3072, 1024)", style=solid]; -"1678 features/7/0/attn/linear/0" -> "1679 features/7/0/attn/reshape/1" [label="(1, 64, 3072)", style=solid]; -"1679 features/7/0/attn/reshape/1" -> "1680 features/7/0/attn/permute/2" [label="(1, 64, 3, 32, 32)", style=solid]; -"1680 features/7/0/attn/permute/2" -> "1681 features/7/0/attn/__getitem__/2" [label="(3, 1, 32, 64, 32)", style=solid]; -"1680 features/7/0/attn/permute/2" -> "1682 features/7/0/attn/__getitem__/3" [label="(3, 1, 32, 64, 32)", style=solid]; -"1680 features/7/0/attn/permute/2" -> "1683 features/7/0/attn/__getitem__/4" [label="(3, 1, 32, 64, 32)", style=solid]; -"1681 features/7/0/attn/__getitem__/2" -> "1684 features/7/0/attn/normalize/0" [label="(1, 32, 64, 32)", style=solid]; -"1682 features/7/0/attn/__getitem__/3" -> "1685 features/7/0/attn/normalize/1" [label="(1, 32, 64, 32)", style=solid]; -"1683 features/7/0/attn/__getitem__/4" -> "1695 features/7/0/attn/matmul/1" [label="(1, 32, 64, 32)", style=solid]; -"1684 features/7/0/attn/normalize/0" -> "1687 features/7/0/attn/matmul/0" [label="(1, 32, 64, 32)", style=solid]; -"1685 features/7/0/attn/normalize/1" -> "1686 features/7/0/attn/transpose/0" [label="(1, 32, 64, 32)", style=solid]; -"1686 features/7/0/attn/transpose/0" -> "1687 features/7/0/attn/matmul/0" [label="(1, 32, 32, 64)", style=solid]; -"1687 features/7/0/attn/matmul/0" -> "1691 features/7/0/attn/mul/1" [label="(1, 32, 64, 64)", style=solid]; -"1688 features.7.0.attn.logit_scale" -> "1689 features/7/0/attn/clamp/0" [label="(32, 1, 1)", style=solid]; -"1689 features/7/0/attn/clamp/0" -> "1690 features/7/0/attn/exp/0" [label="(32, 1, 1)", style=solid]; -"1690 features/7/0/attn/exp/0" -> "1691 features/7/0/attn/mul/1" [label="(32, 1, 1)", style=solid]; -"1691 features/7/0/attn/mul/1" -> "1692 features/7/0/attn/add/0" [label="(1, 32, 64, 64)", style=solid]; -"1692 features/7/0/attn/add/0" -> "1693 features/7/0/attn/softmax/0" [label="(1, 32, 64, 64)", style=solid]; -"1693 features/7/0/attn/softmax/0" -> "1694 features/7/0/attn/dropout/0" [label="(1, 32, 64, 64)", style=solid]; -"1694 features/7/0/attn/dropout/0" -> "1695 features/7/0/attn/matmul/1" [label="(1, 32, 64, 64)", style=solid]; -"1695 features/7/0/attn/matmul/1" -> "1696 features/7/0/attn/transpose/1" [label="(1, 32, 64, 32)", style=solid]; -"1696 features/7/0/attn/transpose/1" -> "1697 features/7/0/attn/reshape/2" [label="(1, 64, 32, 32)", style=solid]; -"1697 features/7/0/attn/reshape/2" -> "1700 features/7/0/attn/linear/1" [label="(1, 64, 1024)", style=solid]; -"1698 features.7.0.attn.proj.weight" -> "1700 features/7/0/attn/linear/1" [label="(1024, 1024)", style=solid]; -"1699 features.7.0.attn.proj.bias" -> "1700 features/7/0/attn/linear/1" [label="(1024,)", style=solid]; -"1700 features/7/0/attn/linear/1" -> "1701 features/7/0/attn/dropout/1" [label="(1, 64, 1024)", style=solid]; -"1701 features/7/0/attn/dropout/1" -> "1702 features/7/0/attn/view/3" [label="(1, 64, 1024)", style=solid]; -"1702 features/7/0/attn/view/3" -> "1703 features/7/0/attn/permute/3" [label="(1, 1, 1, 8, 8, 1024)", style=solid]; -"1703 features/7/0/attn/permute/3" -> "1704 features/7/0/attn/reshape/3" [label="(1, 1, 8, 1, 8, 1024)", style=solid]; -"1704 features/7/0/attn/reshape/3" -> "1705 features/7/0/attn/__getitem__/5" [label="(1, 8, 8, 1024)", style=solid]; -"1705 features/7/0/attn/__getitem__/5" -> "1706 features/7/0/attn/contiguous/1" [label="(1, 2, 2, 1024)", style=solid]; -"1706 features/7/0/attn/contiguous/1" -> "1709 features/7/0/norm1/layer_norm/0" [label="(1, 2, 2, 1024)", style=solid]; -"1707 features.7.0.norm1.weight" -> "1709 features/7/0/norm1/layer_norm/0" [label="(1024,)", style=solid]; -"1708 features.7.0.norm1.bias" -> "1709 features/7/0/norm1/layer_norm/0" [label="(1024,)", style=solid]; -"1709 features/7/0/norm1/layer_norm/0" -> "1710 features/7/0/add/0" [label="(1, 2, 2, 1024)", style=solid]; -"1710 features/7/0/add/0" -> "1713 features/7/0/mlp/0/linear/0" [label="(1, 2, 2, 1024)", style=solid]; -"1710 features/7/0/add/0" -> "1723 features/7/0/add/1" [label="(1, 2, 2, 1024)", style=solid]; -"1711 features.7.0.mlp.0.weight" -> "1713 features/7/0/mlp/0/linear/0" [label="(4096, 1024)", style=solid]; -"1712 features.7.0.mlp.0.bias" -> "1713 features/7/0/mlp/0/linear/0" [label="(4096,)", style=solid]; -"1713 features/7/0/mlp/0/linear/0" -> "1714 features/7/0/mlp/1/gelu/0" [label="(1, 2, 2, 4096)", style=solid]; -"1714 features/7/0/mlp/1/gelu/0" -> "1715 features/7/0/mlp/2/dropout/0" [label="(1, 2, 2, 4096)", style=solid]; -"1715 features/7/0/mlp/2/dropout/0" -> "1718 features/7/0/mlp/3/linear/0" [label="(1, 2, 2, 4096)", style=solid]; -"1716 features.7.0.mlp.3.weight" -> "1718 features/7/0/mlp/3/linear/0" [label="(1024, 4096)", style=solid]; -"1717 features.7.0.mlp.3.bias" -> "1718 features/7/0/mlp/3/linear/0" [label="(1024,)", style=solid]; -"1718 features/7/0/mlp/3/linear/0" -> "1719 features/7/0/mlp/4/dropout/0" [label="(1, 2, 2, 1024)", style=solid]; -"1719 features/7/0/mlp/4/dropout/0" -> "1722 features/7/0/norm2/layer_norm/0" [label="(1, 2, 2, 1024)", style=solid]; -"1720 features.7.0.norm2.weight" -> "1722 features/7/0/norm2/layer_norm/0" [label="(1024,)", style=solid]; -"1721 features.7.0.norm2.bias" -> "1722 features/7/0/norm2/layer_norm/0" [label="(1024,)", style=solid]; -"1722 features/7/0/norm2/layer_norm/0" -> "1723 features/7/0/add/1" [label="(1, 2, 2, 1024)", style=solid]; -"1723 features/7/0/add/1" -> "1740 features/7/1/attn/pad/0" [label="(1, 2, 2, 1024)", style=solid]; -"1723 features/7/0/add/1" -> "1782 features/7/1/add/0" [label="(1, 2, 2, 1024)", style=solid]; -"1724 features.7.1.attn.relative_coords_table" -> "1727 features/7/1/attn/cpb_mlp/0/linear/0" [label="(1, 15, 15, 2)", style=solid]; -"1725 features.7.1.attn.cpb_mlp.0.weight" -> "1727 features/7/1/attn/cpb_mlp/0/linear/0" [label="(512, 2)", style=solid]; -"1726 features.7.1.attn.cpb_mlp.0.bias" -> "1727 features/7/1/attn/cpb_mlp/0/linear/0" [label="(512,)", style=solid]; -"1727 features/7/1/attn/cpb_mlp/0/linear/0" -> "1728 features/7/1/attn/cpb_mlp/1/relu_/0" [label="(1, 15, 15, 512)", style=solid]; -"1728 features/7/1/attn/cpb_mlp/1/relu_/0" -> "1730 features/7/1/attn/cpb_mlp/2/linear/0" [label="(1, 15, 15, 512)", style=solid]; -"1729 features.7.1.attn.cpb_mlp.2.weight" -> "1730 features/7/1/attn/cpb_mlp/2/linear/0" [label="(32, 512)", style=solid]; -"1730 features/7/1/attn/cpb_mlp/2/linear/0" -> "1731 features/7/1/attn/view/0" [label="(1, 15, 15, 32)", style=solid]; -"1731 features/7/1/attn/view/0" -> "1733 features/7/1/attn/__getitem__/0" [label="(225, 32)", style=solid]; -"1732 features.7.1.attn.relative_position_index" -> "1733 features/7/1/attn/__getitem__/0" [label="(4096,)", style=dashed]; -"1733 features/7/1/attn/__getitem__/0" -> "1734 features/7/1/attn/view/1" [label="(4096, 32)", style=solid]; -"1734 features/7/1/attn/view/1" -> "1735 features/7/1/attn/permute/0" [label="(64, 64, 32)", style=solid]; -"1735 features/7/1/attn/permute/0" -> "1736 features/7/1/attn/contiguous/0" [label="(32, 64, 64)", style=solid]; -"1736 features/7/1/attn/contiguous/0" -> "1737 features/7/1/attn/unsqueeze/0" [label="(32, 64, 64)", style=solid]; -"1737 features/7/1/attn/unsqueeze/0" -> "1738 features/7/1/attn/sigmoid/0" [label="(1, 32, 64, 64)", style=solid]; -"1738 features/7/1/attn/sigmoid/0" -> "1739 features/7/1/attn/mul/0" [label="(1, 32, 64, 64)", style=solid]; -"1739 features/7/1/attn/mul/0" -> "1764 features/7/1/attn/add/0" [label="(1, 32, 64, 64)", style=solid]; -"1740 features/7/1/attn/pad/0" -> "1741 features/7/1/attn/view/2" [label="(1, 8, 8, 1024)", style=solid]; -"1741 features/7/1/attn/view/2" -> "1742 features/7/1/attn/permute/1" [label="(1, 1, 8, 1, 8, 1024)", style=solid]; -"1742 features/7/1/attn/permute/1" -> "1743 features/7/1/attn/reshape/0" [label="(1, 1, 1, 8, 8, 1024)", style=solid]; -"1743 features/7/1/attn/reshape/0" -> "1750 features/7/1/attn/linear/0" [label="(1, 64, 1024)", style=solid]; -"1744 features.7.1.attn.qkv.bias" -> "1745 features/7/1/attn/clone/0" [label="(3072,)", style=solid]; -"1745 features/7/1/attn/clone/0" -> "1746 features/7/1/attn/numel/0" [label="(3072,)", style=solid]; -"1745 features/7/1/attn/clone/0" -> "1747 features/7/1/attn/__getitem__/1" [label="(3072,)", style=solid]; -"1745 features/7/1/attn/clone/0" -> "1750 features/7/1/attn/linear/0" [label="(3072,)", style=solid]; -"1747 features/7/1/attn/__getitem__/1" -> "1748 features/7/1/attn/zero_/0" [label="(1024,)", style=solid]; -"1749 features.7.1.attn.qkv.weight" -> "1750 features/7/1/attn/linear/0" [label="(3072, 1024)", style=solid]; -"1750 features/7/1/attn/linear/0" -> "1751 features/7/1/attn/reshape/1" [label="(1, 64, 3072)", style=solid]; -"1751 features/7/1/attn/reshape/1" -> "1752 features/7/1/attn/permute/2" [label="(1, 64, 3, 32, 32)", style=solid]; -"1752 features/7/1/attn/permute/2" -> "1753 features/7/1/attn/__getitem__/2" [label="(3, 1, 32, 64, 32)", style=solid]; -"1752 features/7/1/attn/permute/2" -> "1754 features/7/1/attn/__getitem__/3" [label="(3, 1, 32, 64, 32)", style=solid]; -"1752 features/7/1/attn/permute/2" -> "1755 features/7/1/attn/__getitem__/4" [label="(3, 1, 32, 64, 32)", style=solid]; -"1753 features/7/1/attn/__getitem__/2" -> "1756 features/7/1/attn/normalize/0" [label="(1, 32, 64, 32)", style=solid]; -"1754 features/7/1/attn/__getitem__/3" -> "1757 features/7/1/attn/normalize/1" [label="(1, 32, 64, 32)", style=solid]; -"1755 features/7/1/attn/__getitem__/4" -> "1767 features/7/1/attn/matmul/1" [label="(1, 32, 64, 32)", style=solid]; -"1756 features/7/1/attn/normalize/0" -> "1759 features/7/1/attn/matmul/0" [label="(1, 32, 64, 32)", style=solid]; -"1757 features/7/1/attn/normalize/1" -> "1758 features/7/1/attn/transpose/0" [label="(1, 32, 64, 32)", style=solid]; -"1758 features/7/1/attn/transpose/0" -> "1759 features/7/1/attn/matmul/0" [label="(1, 32, 32, 64)", style=solid]; -"1759 features/7/1/attn/matmul/0" -> "1763 features/7/1/attn/mul/1" [label="(1, 32, 64, 64)", style=solid]; -"1760 features.7.1.attn.logit_scale" -> "1761 features/7/1/attn/clamp/0" [label="(32, 1, 1)", style=solid]; -"1761 features/7/1/attn/clamp/0" -> "1762 features/7/1/attn/exp/0" [label="(32, 1, 1)", style=solid]; -"1762 features/7/1/attn/exp/0" -> "1763 features/7/1/attn/mul/1" [label="(32, 1, 1)", style=solid]; -"1763 features/7/1/attn/mul/1" -> "1764 features/7/1/attn/add/0" [label="(1, 32, 64, 64)", style=solid]; -"1764 features/7/1/attn/add/0" -> "1765 features/7/1/attn/softmax/0" [label="(1, 32, 64, 64)", style=solid]; -"1765 features/7/1/attn/softmax/0" -> "1766 features/7/1/attn/dropout/0" [label="(1, 32, 64, 64)", style=solid]; -"1766 features/7/1/attn/dropout/0" -> "1767 features/7/1/attn/matmul/1" [label="(1, 32, 64, 64)", style=solid]; -"1767 features/7/1/attn/matmul/1" -> "1768 features/7/1/attn/transpose/1" [label="(1, 32, 64, 32)", style=solid]; -"1768 features/7/1/attn/transpose/1" -> "1769 features/7/1/attn/reshape/2" [label="(1, 64, 32, 32)", style=solid]; -"1769 features/7/1/attn/reshape/2" -> "1772 features/7/1/attn/linear/1" [label="(1, 64, 1024)", style=solid]; -"1770 features.7.1.attn.proj.weight" -> "1772 features/7/1/attn/linear/1" [label="(1024, 1024)", style=solid]; -"1771 features.7.1.attn.proj.bias" -> "1772 features/7/1/attn/linear/1" [label="(1024,)", style=solid]; -"1772 features/7/1/attn/linear/1" -> "1773 features/7/1/attn/dropout/1" [label="(1, 64, 1024)", style=solid]; -"1773 features/7/1/attn/dropout/1" -> "1774 features/7/1/attn/view/3" [label="(1, 64, 1024)", style=solid]; -"1774 features/7/1/attn/view/3" -> "1775 features/7/1/attn/permute/3" [label="(1, 1, 1, 8, 8, 1024)", style=solid]; -"1775 features/7/1/attn/permute/3" -> "1776 features/7/1/attn/reshape/3" [label="(1, 1, 8, 1, 8, 1024)", style=solid]; -"1776 features/7/1/attn/reshape/3" -> "1777 features/7/1/attn/__getitem__/5" [label="(1, 8, 8, 1024)", style=solid]; -"1777 features/7/1/attn/__getitem__/5" -> "1778 features/7/1/attn/contiguous/1" [label="(1, 2, 2, 1024)", style=solid]; -"1778 features/7/1/attn/contiguous/1" -> "1781 features/7/1/norm1/layer_norm/0" [label="(1, 2, 2, 1024)", style=solid]; -"1779 features.7.1.norm1.weight" -> "1781 features/7/1/norm1/layer_norm/0" [label="(1024,)", style=solid]; -"1780 features.7.1.norm1.bias" -> "1781 features/7/1/norm1/layer_norm/0" [label="(1024,)", style=solid]; -"1781 features/7/1/norm1/layer_norm/0" -> "1782 features/7/1/add/0" [label="(1, 2, 2, 1024)", style=solid]; -"1782 features/7/1/add/0" -> "1785 features/7/1/mlp/0/linear/0" [label="(1, 2, 2, 1024)", style=solid]; -"1782 features/7/1/add/0" -> "1795 features/7/1/add/1" [label="(1, 2, 2, 1024)", style=solid]; -"1783 features.7.1.mlp.0.weight" -> "1785 features/7/1/mlp/0/linear/0" [label="(4096, 1024)", style=solid]; -"1784 features.7.1.mlp.0.bias" -> "1785 features/7/1/mlp/0/linear/0" [label="(4096,)", style=solid]; -"1785 features/7/1/mlp/0/linear/0" -> "1786 features/7/1/mlp/1/gelu/0" [label="(1, 2, 2, 4096)", style=solid]; -"1786 features/7/1/mlp/1/gelu/0" -> "1787 features/7/1/mlp/2/dropout/0" [label="(1, 2, 2, 4096)", style=solid]; -"1787 features/7/1/mlp/2/dropout/0" -> "1790 features/7/1/mlp/3/linear/0" [label="(1, 2, 2, 4096)", style=solid]; -"1788 features.7.1.mlp.3.weight" -> "1790 features/7/1/mlp/3/linear/0" [label="(1024, 4096)", style=solid]; -"1789 features.7.1.mlp.3.bias" -> "1790 features/7/1/mlp/3/linear/0" [label="(1024,)", style=solid]; -"1790 features/7/1/mlp/3/linear/0" -> "1791 features/7/1/mlp/4/dropout/0" [label="(1, 2, 2, 1024)", style=solid]; -"1791 features/7/1/mlp/4/dropout/0" -> "1794 features/7/1/norm2/layer_norm/0" [label="(1, 2, 2, 1024)", style=solid]; -"1792 features.7.1.norm2.weight" -> "1794 features/7/1/norm2/layer_norm/0" [label="(1024,)", style=solid]; -"1793 features.7.1.norm2.bias" -> "1794 features/7/1/norm2/layer_norm/0" [label="(1024,)", style=solid]; -"1794 features/7/1/norm2/layer_norm/0" -> "1795 features/7/1/add/1" [label="(1, 2, 2, 1024)", style=solid]; -"1795 features/7/1/add/1" -> "1798 norm/layer_norm/0" [label="(1, 2, 2, 1024)", style=solid]; -"1796 norm.weight" -> "1798 norm/layer_norm/0" [label="(1024,)", style=solid]; -"1797 norm.bias" -> "1798 norm/layer_norm/0" [label="(1024,)", style=solid]; -"1798 norm/layer_norm/0" -> "1799 permute/permute/0" [label="(1, 2, 2, 1024)", style=solid]; -"1799 permute/permute/0" -> "1800 avgpool/adaptive_avg_pool2d/0" [label="(1, 1024, 2, 2)", style=solid]; -"1800 avgpool/adaptive_avg_pool2d/0" -> "1801 flatten/flatten/0" [label="(1, 1024, 1, 1)", style=solid]; -"1801 flatten/flatten/0" -> "1804 head/linear/0" [label="(1, 1024)", style=solid]; -"1802 head.weight" -> "1804 head/linear/0" [label="(1000, 1024)", style=solid]; -"1803 head.bias" -> "1804 head/linear/0" [label="(1000,)", style=solid]; -"1804 head/linear/0" -> "1805 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"features.0.0.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.0.bias" [id=2, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/0/conv2d/0" [id=3, metatype=PTConv2dMetatype, type=conv2d]; +"features/0/1/permute/0" [id=4, metatype=PTTransposeMetatype, type=permute]; +"features.0.2.weight" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.2.bias" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/2/layer_norm/0" [id=7, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.1.0.attn.relative_coords_table" [id=8, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.attn.cpb_mlp.0.weight" [id=9, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.attn.cpb_mlp.0.bias" [id=10, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/attn/cpb_mlp/0/linear/0" [id=11, metatype=PTLinearMetatype, type=linear]; +"features/1/0/attn/cpb_mlp/1/relu_/0" [id=12, metatype=PTRELUMetatype, type=relu_]; +"features.1.0.attn.cpb_mlp.2.weight" [id=13, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/attn/cpb_mlp/2/linear/0" [id=14, metatype=PTLinearMetatype, type=linear]; +"features/1/0/attn/view/0" [id=15, metatype=PTReshapeMetatype, type=view]; +"features.1.0.attn.relative_position_index" [id=16, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/attn/__getitem__/0" [id=17, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/0/attn/view/1" [id=18, metatype=PTReshapeMetatype, type=view]; +"features/1/0/attn/permute/0" [id=19, metatype=PTTransposeMetatype, type=permute]; +"features/1/0/attn/contiguous/0" [id=20, metatype=PTNoopMetatype, type=contiguous]; +"features/1/0/attn/unsqueeze/0" [id=21, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/1/0/attn/sigmoid/0" [id=22, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/1/0/attn/mul/0" [id=23, metatype=PTMulMetatype, type=mul]; +"features/1/0/attn/pad/0" [id=24, metatype=PTPadMetatype, type=pad]; +"features/1/0/attn/view/2" [id=25, metatype=PTReshapeMetatype, type=view]; +"features/1/0/attn/permute/1" [id=26, metatype=PTTransposeMetatype, type=permute]; +"features/1/0/attn/reshape/0" [id=27, metatype=PTReshapeMetatype, type=reshape]; +"features.1.0.attn.qkv.bias" [id=28, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/attn/clone/0" [id=29, metatype=PTNoopMetatype, type=clone]; +"features/1/0/attn/numel/0" [id=30, metatype=UnknownMetatype, type=numel]; +"features/1/0/attn/__getitem__/1" [id=31, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/0/attn/zero_/0" [id=32, metatype=UnknownMetatype, type=zero_]; +"features.1.0.attn.qkv.weight" [id=33, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/attn/linear/0" [id=34, metatype=PTLinearMetatype, type=linear]; +"features/1/0/attn/reshape/1" [id=35, metatype=PTReshapeMetatype, type=reshape]; +"features/1/0/attn/permute/2" [id=36, metatype=PTTransposeMetatype, type=permute]; +"features/1/0/attn/__getitem__/2" [id=37, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/0/attn/__getitem__/3" [id=38, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/0/attn/__getitem__/4" [id=39, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/0/attn/normalize/0" [id=40, metatype=PTReduceL2, type=normalize]; +"features/1/0/attn/normalize/1" [id=41, metatype=PTReduceL2, type=normalize]; +"features/1/0/attn/transpose/0" [id=42, metatype=PTTransposeMetatype, type=transpose]; +"features/1/0/attn/matmul/0" [id=43, metatype=PTMatMulMetatype, type=matmul]; +"features.1.0.attn.logit_scale" [id=44, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/attn/clamp/0" [id=45, metatype=UnknownMetatype, type=clamp]; +"features/1/0/attn/exp/0" [id=46, metatype=PTExpMetatype, type=exp]; +"features/1/0/attn/mul/1" [id=47, metatype=PTMulMetatype, type=mul]; +"features/1/0/attn/add/0" [id=48, metatype=PTAddMetatype, type=add]; +"features/1/0/attn/softmax/0" [id=49, metatype=PTSoftmaxMetatype, type=softmax]; +"features/1/0/attn/dropout/0" [id=50, metatype=PTDropoutMetatype, type=dropout]; +"features/1/0/attn/matmul/1" [id=51, metatype=PTMatMulMetatype, type=matmul]; +"features/1/0/attn/transpose/1" [id=52, metatype=PTTransposeMetatype, type=transpose]; +"features/1/0/attn/reshape/2" [id=53, metatype=PTReshapeMetatype, type=reshape]; +"features.1.0.attn.proj.weight" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.attn.proj.bias" [id=55, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/attn/linear/1" [id=56, metatype=PTLinearMetatype, type=linear]; +"features/1/0/attn/dropout/1" [id=57, metatype=PTDropoutMetatype, type=dropout]; +"features/1/0/attn/view/3" [id=58, metatype=PTReshapeMetatype, type=view]; +"features/1/0/attn/permute/3" [id=59, metatype=PTTransposeMetatype, type=permute]; +"features/1/0/attn/reshape/3" [id=60, metatype=PTReshapeMetatype, type=reshape]; +"features/1/0/attn/__getitem__/5" [id=61, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/0/attn/contiguous/1" [id=62, metatype=PTNoopMetatype, type=contiguous]; +"features.1.0.norm1.weight" [id=63, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.norm1.bias" [id=64, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/norm1/layer_norm/0" [id=65, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/1/0/add/0" [id=66, metatype=PTAddMetatype, type=add]; +"features.1.0.mlp.0.weight" [id=67, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.mlp.0.bias" [id=68, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/mlp/0/linear/0" [id=69, metatype=PTLinearMetatype, type=linear]; +"features/1/0/mlp/1/gelu/0" [id=70, metatype=PTGELUMetatype, type=gelu]; +"features/1/0/mlp/2/dropout/0" [id=71, metatype=PTDropoutMetatype, type=dropout]; +"features.1.0.mlp.3.weight" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.mlp.3.bias" [id=73, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/mlp/3/linear/0" [id=74, metatype=PTLinearMetatype, type=linear]; +"features/1/0/mlp/4/dropout/0" [id=75, metatype=PTDropoutMetatype, type=dropout]; +"features.1.0.norm2.weight" [id=76, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.0.norm2.bias" [id=77, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/0/norm2/layer_norm/0" [id=78, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/1/0/add/1" [id=79, metatype=PTAddMetatype, type=add]; +"features.1.1.attn.relative_coords_table" [id=80, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.attn.cpb_mlp.0.weight" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.attn.cpb_mlp.0.bias" [id=82, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/attn/cpb_mlp/0/linear/0" [id=83, metatype=PTLinearMetatype, type=linear]; +"features/1/1/attn/cpb_mlp/1/relu_/0" [id=84, metatype=PTRELUMetatype, type=relu_]; +"features.1.1.attn.cpb_mlp.2.weight" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/attn/cpb_mlp/2/linear/0" [id=86, metatype=PTLinearMetatype, type=linear]; +"features/1/1/attn/view/0" [id=87, metatype=PTReshapeMetatype, type=view]; +"features.1.1.attn.relative_position_index" [id=88, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/attn/__getitem__/0" [id=89, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/1/attn/view/1" [id=90, metatype=PTReshapeMetatype, type=view]; +"features/1/1/attn/permute/0" [id=91, metatype=PTTransposeMetatype, type=permute]; +"features/1/1/attn/contiguous/0" [id=92, metatype=PTNoopMetatype, type=contiguous]; +"features/1/1/attn/unsqueeze/0" [id=93, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/1/1/attn/sigmoid/0" [id=94, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/1/1/attn/mul/0" [id=95, metatype=PTMulMetatype, type=mul]; +"features/1/1/attn/pad/0" [id=96, metatype=PTPadMetatype, type=pad]; +"features/1/1/attn/roll/0" [id=97, metatype=UnknownMetatype, type=roll]; +"features/1/1/attn/view/2" [id=98, metatype=PTReshapeMetatype, type=view]; +"features/1/1/attn/permute/1" [id=99, metatype=PTTransposeMetatype, type=permute]; +"features/1/1/attn/reshape/0" [id=100, metatype=PTReshapeMetatype, type=reshape]; +"features.1.1.attn.qkv.bias" [id=101, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/attn/clone/0" [id=102, metatype=PTNoopMetatype, type=clone]; +"features/1/1/attn/numel/0" [id=103, metatype=UnknownMetatype, type=numel]; +"features/1/1/attn/__getitem__/1" [id=104, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/1/attn/zero_/0" [id=105, metatype=UnknownMetatype, type=zero_]; +"features.1.1.attn.qkv.weight" [id=106, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/attn/linear/0" [id=107, metatype=PTLinearMetatype, type=linear]; +"features/1/1/attn/reshape/1" [id=108, metatype=PTReshapeMetatype, type=reshape]; +"features/1/1/attn/permute/2" [id=109, metatype=PTTransposeMetatype, type=permute]; +"features/1/1/attn/__getitem__/2" [id=110, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/1/attn/__getitem__/3" [id=111, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/1/attn/__getitem__/4" [id=112, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/1/attn/normalize/0" [id=113, metatype=PTReduceL2, type=normalize]; +"features/1/1/attn/normalize/1" [id=114, metatype=PTReduceL2, type=normalize]; +"features/1/1/attn/transpose/0" [id=115, metatype=PTTransposeMetatype, type=transpose]; +"features/1/1/attn/matmul/0" [id=116, metatype=PTMatMulMetatype, type=matmul]; +"features.1.1.attn.logit_scale" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/attn/clamp/0" [id=118, metatype=UnknownMetatype, type=clamp]; +"features/1/1/attn/exp/0" [id=119, metatype=PTExpMetatype, type=exp]; +"features/1/1/attn/mul/1" [id=120, metatype=PTMulMetatype, type=mul]; +"features/1/1/attn/add/0" [id=121, metatype=PTAddMetatype, type=add]; +"features/1/1/attn/new_zeros/0" [id=122, metatype=UnknownMetatype, type=new_zeros]; +"features/1/1/attn/__setitem__/0" [id=123, metatype=UnknownMetatype, type=__setitem__]; +"features/1/1/attn/__setitem__/1" [id=124, metatype=UnknownMetatype, type=__setitem__]; +"features/1/1/attn/__setitem__/2" [id=125, metatype=UnknownMetatype, type=__setitem__]; +"features/1/1/attn/__setitem__/3" [id=126, metatype=UnknownMetatype, type=__setitem__]; +"features/1/1/attn/__setitem__/4" [id=127, metatype=UnknownMetatype, type=__setitem__]; +"features/1/1/attn/__setitem__/5" [id=128, metatype=UnknownMetatype, type=__setitem__]; +"features/1/1/attn/__setitem__/6" [id=129, metatype=UnknownMetatype, type=__setitem__]; +"features/1/1/attn/__setitem__/7" [id=130, metatype=UnknownMetatype, type=__setitem__]; +"features/1/1/attn/__setitem__/8" [id=131, metatype=UnknownMetatype, type=__setitem__]; +"features/1/1/attn/view/3" [id=132, metatype=PTReshapeMetatype, type=view]; +"features/1/1/attn/permute/3" [id=133, metatype=PTTransposeMetatype, type=permute]; +"features/1/1/attn/reshape/2" [id=134, metatype=PTReshapeMetatype, type=reshape]; +"features/1/1/attn/unsqueeze/1" [id=135, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/1/1/attn/unsqueeze/2" [id=136, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/1/1/attn/sub/0" [id=137, metatype=PTSubMetatype, type=sub]; +"features/1/1/attn/ne/0" [id=138, metatype=UnknownMetatype, type=ne]; +"features/1/1/attn/masked_fill/0" [id=139, metatype=PTScatterMetatype, type=masked_fill]; +"features/1/1/attn/__eq__/0" [id=140, metatype=PTEqualsMetatype, type=__eq__]; +"features/1/1/attn/masked_fill/1" [id=141, metatype=PTScatterMetatype, type=masked_fill]; +"features/1/1/attn/view/4" [id=142, metatype=PTReshapeMetatype, type=view]; +"features/1/1/attn/unsqueeze/3" [id=143, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/1/1/attn/unsqueeze/4" [id=144, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/1/1/attn/add/1" [id=145, metatype=PTAddMetatype, type=add]; +"features/1/1/attn/view/5" [id=146, metatype=PTReshapeMetatype, type=view]; +"features/1/1/attn/softmax/0" [id=147, metatype=PTSoftmaxMetatype, type=softmax]; +"features/1/1/attn/dropout/0" [id=148, metatype=PTDropoutMetatype, type=dropout]; +"features/1/1/attn/matmul/1" [id=149, metatype=PTMatMulMetatype, type=matmul]; +"features/1/1/attn/transpose/1" [id=150, metatype=PTTransposeMetatype, type=transpose]; +"features/1/1/attn/reshape/3" [id=151, metatype=PTReshapeMetatype, type=reshape]; +"features.1.1.attn.proj.weight" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.attn.proj.bias" [id=153, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/attn/linear/1" [id=154, metatype=PTLinearMetatype, type=linear]; +"features/1/1/attn/dropout/1" [id=155, metatype=PTDropoutMetatype, type=dropout]; +"features/1/1/attn/view/6" [id=156, metatype=PTReshapeMetatype, type=view]; +"features/1/1/attn/permute/4" [id=157, metatype=PTTransposeMetatype, type=permute]; +"features/1/1/attn/reshape/4" [id=158, metatype=PTReshapeMetatype, type=reshape]; +"features/1/1/attn/roll/1" [id=159, metatype=UnknownMetatype, type=roll]; +"features/1/1/attn/__getitem__/5" [id=160, metatype=PTGatherMetatype, type=__getitem__]; +"features/1/1/attn/contiguous/1" [id=161, metatype=PTNoopMetatype, type=contiguous]; +"features.1.1.norm1.weight" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.norm1.bias" [id=163, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/norm1/layer_norm/0" [id=164, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/1/1/add/0" [id=165, metatype=PTAddMetatype, type=add]; +"features.1.1.mlp.0.weight" [id=166, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.mlp.0.bias" [id=167, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/mlp/0/linear/0" [id=168, metatype=PTLinearMetatype, type=linear]; +"features/1/1/mlp/1/gelu/0" [id=169, metatype=PTGELUMetatype, type=gelu]; +"features/1/1/mlp/2/dropout/0" [id=170, metatype=PTDropoutMetatype, type=dropout]; +"features.1.1.mlp.3.weight" [id=171, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.mlp.3.bias" [id=172, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/mlp/3/linear/0" [id=173, metatype=PTLinearMetatype, type=linear]; +"features/1/1/mlp/4/dropout/0" [id=174, metatype=PTDropoutMetatype, type=dropout]; +"features.1.1.norm2.weight" [id=175, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.1.1.norm2.bias" [id=176, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/1/1/norm2/layer_norm/0" [id=177, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/1/1/add/1" [id=178, metatype=PTAddMetatype, type=add]; +"features/2/pad/0" [id=179, metatype=PTPadMetatype, type=pad]; +"features/2/__getitem__/0" [id=180, metatype=PTGatherMetatype, type=__getitem__]; +"features/2/__getitem__/1" [id=181, metatype=PTGatherMetatype, type=__getitem__]; +"features/2/__getitem__/2" [id=182, metatype=PTGatherMetatype, type=__getitem__]; +"features/2/__getitem__/3" [id=183, metatype=PTGatherMetatype, type=__getitem__]; +"features/2/cat/0" [id=184, metatype=PTCatMetatype, type=cat]; +"features.2.reduction.weight" [id=185, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/reduction/linear/0" [id=186, metatype=PTLinearMetatype, type=linear]; +"features.2.norm.weight" [id=187, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.norm.bias" [id=188, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/norm/layer_norm/0" [id=189, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.3.0.attn.relative_coords_table" [id=190, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.attn.cpb_mlp.0.weight" [id=191, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.attn.cpb_mlp.0.bias" [id=192, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/attn/cpb_mlp/0/linear/0" [id=193, metatype=PTLinearMetatype, type=linear]; +"features/3/0/attn/cpb_mlp/1/relu_/0" [id=194, metatype=PTRELUMetatype, type=relu_]; +"features.3.0.attn.cpb_mlp.2.weight" [id=195, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/attn/cpb_mlp/2/linear/0" [id=196, metatype=PTLinearMetatype, type=linear]; +"features/3/0/attn/view/0" [id=197, metatype=PTReshapeMetatype, type=view]; +"features.3.0.attn.relative_position_index" [id=198, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/attn/__getitem__/0" [id=199, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/0/attn/view/1" [id=200, metatype=PTReshapeMetatype, type=view]; +"features/3/0/attn/permute/0" [id=201, metatype=PTTransposeMetatype, type=permute]; +"features/3/0/attn/contiguous/0" [id=202, metatype=PTNoopMetatype, type=contiguous]; +"features/3/0/attn/unsqueeze/0" [id=203, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/3/0/attn/sigmoid/0" [id=204, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/3/0/attn/mul/0" [id=205, metatype=PTMulMetatype, type=mul]; +"features/3/0/attn/pad/0" [id=206, metatype=PTPadMetatype, type=pad]; +"features/3/0/attn/view/2" [id=207, metatype=PTReshapeMetatype, type=view]; +"features/3/0/attn/permute/1" [id=208, metatype=PTTransposeMetatype, type=permute]; +"features/3/0/attn/reshape/0" [id=209, metatype=PTReshapeMetatype, type=reshape]; +"features.3.0.attn.qkv.bias" [id=210, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/attn/clone/0" [id=211, metatype=PTNoopMetatype, type=clone]; +"features/3/0/attn/numel/0" [id=212, metatype=UnknownMetatype, type=numel]; +"features/3/0/attn/__getitem__/1" [id=213, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/0/attn/zero_/0" [id=214, metatype=UnknownMetatype, type=zero_]; +"features.3.0.attn.qkv.weight" [id=215, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/attn/linear/0" [id=216, metatype=PTLinearMetatype, type=linear]; +"features/3/0/attn/reshape/1" [id=217, metatype=PTReshapeMetatype, type=reshape]; +"features/3/0/attn/permute/2" [id=218, metatype=PTTransposeMetatype, type=permute]; +"features/3/0/attn/__getitem__/2" [id=219, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/0/attn/__getitem__/3" [id=220, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/0/attn/__getitem__/4" [id=221, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/0/attn/normalize/0" [id=222, metatype=PTReduceL2, type=normalize]; +"features/3/0/attn/normalize/1" [id=223, metatype=PTReduceL2, type=normalize]; +"features/3/0/attn/transpose/0" [id=224, metatype=PTTransposeMetatype, type=transpose]; +"features/3/0/attn/matmul/0" [id=225, metatype=PTMatMulMetatype, type=matmul]; +"features.3.0.attn.logit_scale" [id=226, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/attn/clamp/0" [id=227, metatype=UnknownMetatype, type=clamp]; +"features/3/0/attn/exp/0" [id=228, metatype=PTExpMetatype, type=exp]; +"features/3/0/attn/mul/1" [id=229, metatype=PTMulMetatype, type=mul]; +"features/3/0/attn/add/0" [id=230, metatype=PTAddMetatype, type=add]; +"features/3/0/attn/softmax/0" [id=231, metatype=PTSoftmaxMetatype, type=softmax]; +"features/3/0/attn/dropout/0" [id=232, metatype=PTDropoutMetatype, type=dropout]; +"features/3/0/attn/matmul/1" [id=233, metatype=PTMatMulMetatype, type=matmul]; +"features/3/0/attn/transpose/1" [id=234, metatype=PTTransposeMetatype, type=transpose]; +"features/3/0/attn/reshape/2" [id=235, metatype=PTReshapeMetatype, type=reshape]; +"features.3.0.attn.proj.weight" [id=236, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.attn.proj.bias" [id=237, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/attn/linear/1" [id=238, metatype=PTLinearMetatype, type=linear]; +"features/3/0/attn/dropout/1" [id=239, metatype=PTDropoutMetatype, type=dropout]; +"features/3/0/attn/view/3" [id=240, metatype=PTReshapeMetatype, type=view]; +"features/3/0/attn/permute/3" [id=241, metatype=PTTransposeMetatype, type=permute]; +"features/3/0/attn/reshape/3" [id=242, metatype=PTReshapeMetatype, type=reshape]; +"features/3/0/attn/__getitem__/5" [id=243, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/0/attn/contiguous/1" [id=244, metatype=PTNoopMetatype, type=contiguous]; +"features.3.0.norm1.weight" [id=245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.norm1.bias" [id=246, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/norm1/layer_norm/0" [id=247, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/3/0/add/0" [id=248, metatype=PTAddMetatype, type=add]; +"features.3.0.mlp.0.weight" [id=249, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.mlp.0.bias" [id=250, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/mlp/0/linear/0" [id=251, metatype=PTLinearMetatype, type=linear]; +"features/3/0/mlp/1/gelu/0" [id=252, metatype=PTGELUMetatype, type=gelu]; +"features/3/0/mlp/2/dropout/0" [id=253, metatype=PTDropoutMetatype, type=dropout]; +"features.3.0.mlp.3.weight" [id=254, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.mlp.3.bias" [id=255, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/mlp/3/linear/0" [id=256, metatype=PTLinearMetatype, type=linear]; +"features/3/0/mlp/4/dropout/0" [id=257, metatype=PTDropoutMetatype, type=dropout]; +"features.3.0.norm2.weight" [id=258, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.0.norm2.bias" [id=259, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/0/norm2/layer_norm/0" [id=260, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/3/0/add/1" [id=261, metatype=PTAddMetatype, type=add]; +"features.3.1.attn.relative_coords_table" [id=262, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.attn.cpb_mlp.0.weight" [id=263, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.attn.cpb_mlp.0.bias" [id=264, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/attn/cpb_mlp/0/linear/0" [id=265, metatype=PTLinearMetatype, type=linear]; +"features/3/1/attn/cpb_mlp/1/relu_/0" [id=266, metatype=PTRELUMetatype, type=relu_]; +"features.3.1.attn.cpb_mlp.2.weight" [id=267, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/attn/cpb_mlp/2/linear/0" [id=268, metatype=PTLinearMetatype, type=linear]; +"features/3/1/attn/view/0" [id=269, metatype=PTReshapeMetatype, type=view]; +"features.3.1.attn.relative_position_index" [id=270, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/attn/__getitem__/0" [id=271, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/1/attn/view/1" [id=272, metatype=PTReshapeMetatype, type=view]; +"features/3/1/attn/permute/0" [id=273, metatype=PTTransposeMetatype, type=permute]; +"features/3/1/attn/contiguous/0" [id=274, metatype=PTNoopMetatype, type=contiguous]; +"features/3/1/attn/unsqueeze/0" [id=275, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/3/1/attn/sigmoid/0" [id=276, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/3/1/attn/mul/0" [id=277, metatype=PTMulMetatype, type=mul]; +"features/3/1/attn/pad/0" [id=278, metatype=PTPadMetatype, type=pad]; +"features/3/1/attn/view/2" [id=279, metatype=PTReshapeMetatype, type=view]; +"features/3/1/attn/permute/1" [id=280, metatype=PTTransposeMetatype, type=permute]; +"features/3/1/attn/reshape/0" [id=281, metatype=PTReshapeMetatype, type=reshape]; +"features.3.1.attn.qkv.bias" [id=282, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/attn/clone/0" [id=283, metatype=PTNoopMetatype, type=clone]; +"features/3/1/attn/numel/0" [id=284, metatype=UnknownMetatype, type=numel]; +"features/3/1/attn/__getitem__/1" [id=285, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/1/attn/zero_/0" [id=286, metatype=UnknownMetatype, type=zero_]; +"features.3.1.attn.qkv.weight" [id=287, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/attn/linear/0" [id=288, metatype=PTLinearMetatype, type=linear]; +"features/3/1/attn/reshape/1" [id=289, metatype=PTReshapeMetatype, type=reshape]; +"features/3/1/attn/permute/2" [id=290, metatype=PTTransposeMetatype, type=permute]; +"features/3/1/attn/__getitem__/2" [id=291, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/1/attn/__getitem__/3" [id=292, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/1/attn/__getitem__/4" [id=293, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/1/attn/normalize/0" [id=294, metatype=PTReduceL2, type=normalize]; +"features/3/1/attn/normalize/1" [id=295, metatype=PTReduceL2, type=normalize]; +"features/3/1/attn/transpose/0" [id=296, metatype=PTTransposeMetatype, type=transpose]; +"features/3/1/attn/matmul/0" [id=297, metatype=PTMatMulMetatype, type=matmul]; +"features.3.1.attn.logit_scale" [id=298, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/attn/clamp/0" [id=299, metatype=UnknownMetatype, type=clamp]; +"features/3/1/attn/exp/0" [id=300, metatype=PTExpMetatype, type=exp]; +"features/3/1/attn/mul/1" [id=301, metatype=PTMulMetatype, type=mul]; +"features/3/1/attn/add/0" [id=302, metatype=PTAddMetatype, type=add]; +"features/3/1/attn/softmax/0" [id=303, metatype=PTSoftmaxMetatype, type=softmax]; +"features/3/1/attn/dropout/0" [id=304, metatype=PTDropoutMetatype, type=dropout]; +"features/3/1/attn/matmul/1" [id=305, metatype=PTMatMulMetatype, type=matmul]; +"features/3/1/attn/transpose/1" [id=306, metatype=PTTransposeMetatype, type=transpose]; +"features/3/1/attn/reshape/2" [id=307, metatype=PTReshapeMetatype, type=reshape]; +"features.3.1.attn.proj.weight" [id=308, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.attn.proj.bias" [id=309, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/attn/linear/1" [id=310, metatype=PTLinearMetatype, type=linear]; +"features/3/1/attn/dropout/1" [id=311, metatype=PTDropoutMetatype, type=dropout]; +"features/3/1/attn/view/3" [id=312, metatype=PTReshapeMetatype, type=view]; +"features/3/1/attn/permute/3" [id=313, metatype=PTTransposeMetatype, type=permute]; +"features/3/1/attn/reshape/3" [id=314, metatype=PTReshapeMetatype, type=reshape]; +"features/3/1/attn/__getitem__/5" [id=315, metatype=PTGatherMetatype, type=__getitem__]; +"features/3/1/attn/contiguous/1" [id=316, metatype=PTNoopMetatype, type=contiguous]; +"features.3.1.norm1.weight" [id=317, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.norm1.bias" [id=318, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/norm1/layer_norm/0" [id=319, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/3/1/add/0" [id=320, metatype=PTAddMetatype, type=add]; +"features.3.1.mlp.0.weight" [id=321, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.mlp.0.bias" [id=322, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/mlp/0/linear/0" [id=323, metatype=PTLinearMetatype, type=linear]; +"features/3/1/mlp/1/gelu/0" [id=324, metatype=PTGELUMetatype, type=gelu]; +"features/3/1/mlp/2/dropout/0" [id=325, metatype=PTDropoutMetatype, type=dropout]; +"features.3.1.mlp.3.weight" [id=326, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.mlp.3.bias" [id=327, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/mlp/3/linear/0" [id=328, metatype=PTLinearMetatype, type=linear]; +"features/3/1/mlp/4/dropout/0" [id=329, metatype=PTDropoutMetatype, type=dropout]; +"features.3.1.norm2.weight" [id=330, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.3.1.norm2.bias" [id=331, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/3/1/norm2/layer_norm/0" [id=332, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/3/1/add/1" [id=333, metatype=PTAddMetatype, type=add]; +"features/4/pad/0" [id=334, metatype=PTPadMetatype, type=pad]; +"features/4/__getitem__/0" [id=335, metatype=PTGatherMetatype, type=__getitem__]; +"features/4/__getitem__/1" [id=336, metatype=PTGatherMetatype, type=__getitem__]; +"features/4/__getitem__/2" [id=337, metatype=PTGatherMetatype, type=__getitem__]; +"features/4/__getitem__/3" [id=338, metatype=PTGatherMetatype, type=__getitem__]; +"features/4/cat/0" [id=339, metatype=PTCatMetatype, type=cat]; +"features.4.reduction.weight" [id=340, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/reduction/linear/0" [id=341, metatype=PTLinearMetatype, type=linear]; +"features.4.norm.weight" [id=342, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.4.norm.bias" [id=343, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/4/norm/layer_norm/0" [id=344, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.5.0.attn.relative_coords_table" [id=345, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.attn.cpb_mlp.0.weight" [id=346, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.attn.cpb_mlp.0.bias" [id=347, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/attn/cpb_mlp/0/linear/0" [id=348, metatype=PTLinearMetatype, type=linear]; +"features/5/0/attn/cpb_mlp/1/relu_/0" [id=349, metatype=PTRELUMetatype, type=relu_]; +"features.5.0.attn.cpb_mlp.2.weight" [id=350, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/attn/cpb_mlp/2/linear/0" [id=351, metatype=PTLinearMetatype, type=linear]; +"features/5/0/attn/view/0" [id=352, metatype=PTReshapeMetatype, type=view]; +"features.5.0.attn.relative_position_index" [id=353, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/attn/__getitem__/0" [id=354, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/0/attn/view/1" [id=355, metatype=PTReshapeMetatype, type=view]; +"features/5/0/attn/permute/0" [id=356, metatype=PTTransposeMetatype, type=permute]; +"features/5/0/attn/contiguous/0" [id=357, metatype=PTNoopMetatype, type=contiguous]; +"features/5/0/attn/unsqueeze/0" [id=358, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/0/attn/sigmoid/0" [id=359, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/0/attn/mul/0" [id=360, metatype=PTMulMetatype, type=mul]; +"features/5/0/attn/pad/0" [id=361, metatype=PTPadMetatype, type=pad]; +"features/5/0/attn/view/2" [id=362, metatype=PTReshapeMetatype, type=view]; +"features/5/0/attn/permute/1" [id=363, metatype=PTTransposeMetatype, type=permute]; +"features/5/0/attn/reshape/0" [id=364, metatype=PTReshapeMetatype, type=reshape]; +"features.5.0.attn.qkv.bias" [id=365, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/attn/clone/0" [id=366, metatype=PTNoopMetatype, type=clone]; +"features/5/0/attn/numel/0" [id=367, metatype=UnknownMetatype, type=numel]; +"features/5/0/attn/__getitem__/1" [id=368, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/0/attn/zero_/0" [id=369, metatype=UnknownMetatype, type=zero_]; +"features.5.0.attn.qkv.weight" [id=370, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/attn/linear/0" [id=371, metatype=PTLinearMetatype, type=linear]; +"features/5/0/attn/reshape/1" [id=372, metatype=PTReshapeMetatype, type=reshape]; +"features/5/0/attn/permute/2" [id=373, metatype=PTTransposeMetatype, type=permute]; +"features/5/0/attn/__getitem__/2" [id=374, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/0/attn/__getitem__/3" [id=375, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/0/attn/__getitem__/4" [id=376, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/0/attn/normalize/0" [id=377, metatype=PTReduceL2, type=normalize]; +"features/5/0/attn/normalize/1" [id=378, metatype=PTReduceL2, type=normalize]; +"features/5/0/attn/transpose/0" [id=379, metatype=PTTransposeMetatype, type=transpose]; +"features/5/0/attn/matmul/0" [id=380, metatype=PTMatMulMetatype, type=matmul]; +"features.5.0.attn.logit_scale" [id=381, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/attn/clamp/0" [id=382, metatype=UnknownMetatype, type=clamp]; +"features/5/0/attn/exp/0" [id=383, metatype=PTExpMetatype, type=exp]; +"features/5/0/attn/mul/1" [id=384, metatype=PTMulMetatype, type=mul]; +"features/5/0/attn/add/0" [id=385, metatype=PTAddMetatype, type=add]; +"features/5/0/attn/softmax/0" [id=386, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/0/attn/dropout/0" [id=387, metatype=PTDropoutMetatype, type=dropout]; +"features/5/0/attn/matmul/1" [id=388, metatype=PTMatMulMetatype, type=matmul]; +"features/5/0/attn/transpose/1" [id=389, metatype=PTTransposeMetatype, type=transpose]; +"features/5/0/attn/reshape/2" [id=390, metatype=PTReshapeMetatype, type=reshape]; +"features.5.0.attn.proj.weight" [id=391, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.attn.proj.bias" [id=392, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/attn/linear/1" [id=393, metatype=PTLinearMetatype, type=linear]; +"features/5/0/attn/dropout/1" [id=394, metatype=PTDropoutMetatype, type=dropout]; +"features/5/0/attn/view/3" [id=395, metatype=PTReshapeMetatype, type=view]; +"features/5/0/attn/permute/3" [id=396, metatype=PTTransposeMetatype, type=permute]; +"features/5/0/attn/reshape/3" [id=397, metatype=PTReshapeMetatype, type=reshape]; +"features/5/0/attn/__getitem__/5" [id=398, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/0/attn/contiguous/1" [id=399, metatype=PTNoopMetatype, type=contiguous]; +"features.5.0.norm1.weight" [id=400, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.norm1.bias" [id=401, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/norm1/layer_norm/0" [id=402, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/0/add/0" [id=403, metatype=PTAddMetatype, type=add]; +"features.5.0.mlp.0.weight" [id=404, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.mlp.0.bias" [id=405, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/mlp/0/linear/0" [id=406, metatype=PTLinearMetatype, type=linear]; +"features/5/0/mlp/1/gelu/0" [id=407, metatype=PTGELUMetatype, type=gelu]; +"features/5/0/mlp/2/dropout/0" [id=408, metatype=PTDropoutMetatype, type=dropout]; +"features.5.0.mlp.3.weight" [id=409, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.mlp.3.bias" [id=410, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/mlp/3/linear/0" [id=411, metatype=PTLinearMetatype, type=linear]; +"features/5/0/mlp/4/dropout/0" [id=412, metatype=PTDropoutMetatype, type=dropout]; +"features.5.0.norm2.weight" [id=413, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.0.norm2.bias" [id=414, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/0/norm2/layer_norm/0" [id=415, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/0/add/1" [id=416, metatype=PTAddMetatype, type=add]; +"features.5.1.attn.relative_coords_table" [id=417, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.attn.cpb_mlp.0.weight" [id=418, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.attn.cpb_mlp.0.bias" [id=419, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/attn/cpb_mlp/0/linear/0" [id=420, metatype=PTLinearMetatype, type=linear]; +"features/5/1/attn/cpb_mlp/1/relu_/0" [id=421, metatype=PTRELUMetatype, type=relu_]; +"features.5.1.attn.cpb_mlp.2.weight" [id=422, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/attn/cpb_mlp/2/linear/0" [id=423, metatype=PTLinearMetatype, type=linear]; +"features/5/1/attn/view/0" [id=424, metatype=PTReshapeMetatype, type=view]; +"features.5.1.attn.relative_position_index" [id=425, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/attn/__getitem__/0" [id=426, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/1/attn/view/1" [id=427, metatype=PTReshapeMetatype, type=view]; +"features/5/1/attn/permute/0" [id=428, metatype=PTTransposeMetatype, type=permute]; +"features/5/1/attn/contiguous/0" [id=429, metatype=PTNoopMetatype, type=contiguous]; +"features/5/1/attn/unsqueeze/0" [id=430, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/1/attn/sigmoid/0" [id=431, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/1/attn/mul/0" [id=432, metatype=PTMulMetatype, type=mul]; +"features/5/1/attn/pad/0" [id=433, metatype=PTPadMetatype, type=pad]; +"features/5/1/attn/view/2" [id=434, metatype=PTReshapeMetatype, type=view]; +"features/5/1/attn/permute/1" [id=435, metatype=PTTransposeMetatype, type=permute]; +"features/5/1/attn/reshape/0" [id=436, metatype=PTReshapeMetatype, type=reshape]; +"features.5.1.attn.qkv.bias" [id=437, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/attn/clone/0" [id=438, metatype=PTNoopMetatype, type=clone]; +"features/5/1/attn/numel/0" [id=439, metatype=UnknownMetatype, type=numel]; +"features/5/1/attn/__getitem__/1" [id=440, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/1/attn/zero_/0" [id=441, metatype=UnknownMetatype, type=zero_]; +"features.5.1.attn.qkv.weight" [id=442, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/attn/linear/0" [id=443, metatype=PTLinearMetatype, type=linear]; +"features/5/1/attn/reshape/1" [id=444, metatype=PTReshapeMetatype, type=reshape]; +"features/5/1/attn/permute/2" [id=445, metatype=PTTransposeMetatype, type=permute]; +"features/5/1/attn/__getitem__/2" [id=446, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/1/attn/__getitem__/3" [id=447, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/1/attn/__getitem__/4" [id=448, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/1/attn/normalize/0" [id=449, metatype=PTReduceL2, type=normalize]; +"features/5/1/attn/normalize/1" [id=450, metatype=PTReduceL2, type=normalize]; +"features/5/1/attn/transpose/0" [id=451, metatype=PTTransposeMetatype, type=transpose]; +"features/5/1/attn/matmul/0" [id=452, metatype=PTMatMulMetatype, type=matmul]; +"features.5.1.attn.logit_scale" [id=453, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/attn/clamp/0" [id=454, metatype=UnknownMetatype, type=clamp]; +"features/5/1/attn/exp/0" [id=455, metatype=PTExpMetatype, type=exp]; +"features/5/1/attn/mul/1" [id=456, metatype=PTMulMetatype, type=mul]; +"features/5/1/attn/add/0" [id=457, metatype=PTAddMetatype, type=add]; +"features/5/1/attn/softmax/0" [id=458, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/1/attn/dropout/0" [id=459, metatype=PTDropoutMetatype, type=dropout]; +"features/5/1/attn/matmul/1" [id=460, metatype=PTMatMulMetatype, type=matmul]; +"features/5/1/attn/transpose/1" [id=461, metatype=PTTransposeMetatype, type=transpose]; +"features/5/1/attn/reshape/2" [id=462, metatype=PTReshapeMetatype, type=reshape]; +"features.5.1.attn.proj.weight" [id=463, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.attn.proj.bias" [id=464, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/attn/linear/1" [id=465, metatype=PTLinearMetatype, type=linear]; +"features/5/1/attn/dropout/1" [id=466, metatype=PTDropoutMetatype, type=dropout]; +"features/5/1/attn/view/3" [id=467, metatype=PTReshapeMetatype, type=view]; +"features/5/1/attn/permute/3" [id=468, metatype=PTTransposeMetatype, type=permute]; +"features/5/1/attn/reshape/3" [id=469, metatype=PTReshapeMetatype, type=reshape]; +"features/5/1/attn/__getitem__/5" [id=470, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/1/attn/contiguous/1" [id=471, metatype=PTNoopMetatype, type=contiguous]; +"features.5.1.norm1.weight" [id=472, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.norm1.bias" [id=473, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/norm1/layer_norm/0" [id=474, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/1/add/0" [id=475, metatype=PTAddMetatype, type=add]; +"features.5.1.mlp.0.weight" [id=476, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.mlp.0.bias" [id=477, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/mlp/0/linear/0" [id=478, metatype=PTLinearMetatype, type=linear]; +"features/5/1/mlp/1/gelu/0" [id=479, metatype=PTGELUMetatype, type=gelu]; +"features/5/1/mlp/2/dropout/0" [id=480, metatype=PTDropoutMetatype, type=dropout]; +"features.5.1.mlp.3.weight" [id=481, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.mlp.3.bias" [id=482, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/mlp/3/linear/0" [id=483, metatype=PTLinearMetatype, type=linear]; +"features/5/1/mlp/4/dropout/0" [id=484, metatype=PTDropoutMetatype, type=dropout]; +"features.5.1.norm2.weight" [id=485, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.1.norm2.bias" [id=486, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/1/norm2/layer_norm/0" [id=487, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/1/add/1" [id=488, metatype=PTAddMetatype, type=add]; +"features.5.2.attn.relative_coords_table" [id=489, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.attn.cpb_mlp.0.weight" [id=490, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.attn.cpb_mlp.0.bias" [id=491, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/attn/cpb_mlp/0/linear/0" [id=492, metatype=PTLinearMetatype, type=linear]; +"features/5/2/attn/cpb_mlp/1/relu_/0" [id=493, metatype=PTRELUMetatype, type=relu_]; +"features.5.2.attn.cpb_mlp.2.weight" [id=494, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/attn/cpb_mlp/2/linear/0" [id=495, metatype=PTLinearMetatype, type=linear]; +"features/5/2/attn/view/0" [id=496, metatype=PTReshapeMetatype, type=view]; +"features.5.2.attn.relative_position_index" [id=497, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/attn/__getitem__/0" [id=498, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/2/attn/view/1" [id=499, metatype=PTReshapeMetatype, type=view]; +"features/5/2/attn/permute/0" [id=500, metatype=PTTransposeMetatype, type=permute]; +"features/5/2/attn/contiguous/0" [id=501, metatype=PTNoopMetatype, type=contiguous]; +"features/5/2/attn/unsqueeze/0" [id=502, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/2/attn/sigmoid/0" [id=503, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/2/attn/mul/0" [id=504, metatype=PTMulMetatype, type=mul]; +"features/5/2/attn/pad/0" [id=505, metatype=PTPadMetatype, type=pad]; +"features/5/2/attn/view/2" [id=506, metatype=PTReshapeMetatype, type=view]; +"features/5/2/attn/permute/1" [id=507, metatype=PTTransposeMetatype, type=permute]; +"features/5/2/attn/reshape/0" [id=508, metatype=PTReshapeMetatype, type=reshape]; +"features.5.2.attn.qkv.bias" [id=509, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/attn/clone/0" [id=510, metatype=PTNoopMetatype, type=clone]; +"features/5/2/attn/numel/0" [id=511, metatype=UnknownMetatype, type=numel]; +"features/5/2/attn/__getitem__/1" [id=512, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/2/attn/zero_/0" [id=513, metatype=UnknownMetatype, type=zero_]; +"features.5.2.attn.qkv.weight" [id=514, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/attn/linear/0" [id=515, metatype=PTLinearMetatype, type=linear]; +"features/5/2/attn/reshape/1" [id=516, metatype=PTReshapeMetatype, type=reshape]; +"features/5/2/attn/permute/2" [id=517, metatype=PTTransposeMetatype, type=permute]; +"features/5/2/attn/__getitem__/2" [id=518, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/2/attn/__getitem__/3" [id=519, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/2/attn/__getitem__/4" [id=520, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/2/attn/normalize/0" [id=521, metatype=PTReduceL2, type=normalize]; +"features/5/2/attn/normalize/1" [id=522, metatype=PTReduceL2, type=normalize]; +"features/5/2/attn/transpose/0" [id=523, metatype=PTTransposeMetatype, type=transpose]; +"features/5/2/attn/matmul/0" [id=524, metatype=PTMatMulMetatype, type=matmul]; +"features.5.2.attn.logit_scale" [id=525, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/attn/clamp/0" [id=526, metatype=UnknownMetatype, type=clamp]; +"features/5/2/attn/exp/0" [id=527, metatype=PTExpMetatype, type=exp]; +"features/5/2/attn/mul/1" [id=528, metatype=PTMulMetatype, type=mul]; +"features/5/2/attn/add/0" [id=529, metatype=PTAddMetatype, type=add]; +"features/5/2/attn/softmax/0" [id=530, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/2/attn/dropout/0" [id=531, metatype=PTDropoutMetatype, type=dropout]; +"features/5/2/attn/matmul/1" [id=532, metatype=PTMatMulMetatype, type=matmul]; +"features/5/2/attn/transpose/1" [id=533, metatype=PTTransposeMetatype, type=transpose]; +"features/5/2/attn/reshape/2" [id=534, metatype=PTReshapeMetatype, type=reshape]; +"features.5.2.attn.proj.weight" [id=535, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.attn.proj.bias" [id=536, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/attn/linear/1" [id=537, metatype=PTLinearMetatype, type=linear]; +"features/5/2/attn/dropout/1" [id=538, metatype=PTDropoutMetatype, type=dropout]; +"features/5/2/attn/view/3" [id=539, metatype=PTReshapeMetatype, type=view]; +"features/5/2/attn/permute/3" [id=540, metatype=PTTransposeMetatype, type=permute]; +"features/5/2/attn/reshape/3" [id=541, metatype=PTReshapeMetatype, type=reshape]; +"features/5/2/attn/__getitem__/5" [id=542, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/2/attn/contiguous/1" [id=543, metatype=PTNoopMetatype, type=contiguous]; +"features.5.2.norm1.weight" [id=544, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.norm1.bias" [id=545, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/norm1/layer_norm/0" [id=546, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/2/add/0" [id=547, metatype=PTAddMetatype, type=add]; +"features.5.2.mlp.0.weight" [id=548, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.mlp.0.bias" [id=549, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/mlp/0/linear/0" [id=550, metatype=PTLinearMetatype, type=linear]; +"features/5/2/mlp/1/gelu/0" [id=551, metatype=PTGELUMetatype, type=gelu]; +"features/5/2/mlp/2/dropout/0" [id=552, metatype=PTDropoutMetatype, type=dropout]; +"features.5.2.mlp.3.weight" [id=553, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.mlp.3.bias" [id=554, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/mlp/3/linear/0" [id=555, metatype=PTLinearMetatype, type=linear]; +"features/5/2/mlp/4/dropout/0" [id=556, metatype=PTDropoutMetatype, type=dropout]; +"features.5.2.norm2.weight" [id=557, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.2.norm2.bias" [id=558, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/2/norm2/layer_norm/0" [id=559, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/2/add/1" [id=560, metatype=PTAddMetatype, type=add]; +"features.5.3.attn.relative_coords_table" [id=561, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.attn.cpb_mlp.0.weight" [id=562, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.attn.cpb_mlp.0.bias" [id=563, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/attn/cpb_mlp/0/linear/0" [id=564, metatype=PTLinearMetatype, type=linear]; +"features/5/3/attn/cpb_mlp/1/relu_/0" [id=565, metatype=PTRELUMetatype, type=relu_]; +"features.5.3.attn.cpb_mlp.2.weight" [id=566, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/attn/cpb_mlp/2/linear/0" [id=567, metatype=PTLinearMetatype, type=linear]; +"features/5/3/attn/view/0" [id=568, metatype=PTReshapeMetatype, type=view]; +"features.5.3.attn.relative_position_index" [id=569, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/attn/__getitem__/0" [id=570, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/3/attn/view/1" [id=571, metatype=PTReshapeMetatype, type=view]; +"features/5/3/attn/permute/0" [id=572, metatype=PTTransposeMetatype, type=permute]; +"features/5/3/attn/contiguous/0" [id=573, metatype=PTNoopMetatype, type=contiguous]; +"features/5/3/attn/unsqueeze/0" [id=574, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/3/attn/sigmoid/0" [id=575, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/3/attn/mul/0" [id=576, metatype=PTMulMetatype, type=mul]; +"features/5/3/attn/pad/0" [id=577, metatype=PTPadMetatype, type=pad]; +"features/5/3/attn/view/2" [id=578, metatype=PTReshapeMetatype, type=view]; +"features/5/3/attn/permute/1" [id=579, metatype=PTTransposeMetatype, type=permute]; +"features/5/3/attn/reshape/0" [id=580, metatype=PTReshapeMetatype, type=reshape]; +"features.5.3.attn.qkv.bias" [id=581, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/attn/clone/0" [id=582, metatype=PTNoopMetatype, type=clone]; +"features/5/3/attn/numel/0" [id=583, metatype=UnknownMetatype, type=numel]; +"features/5/3/attn/__getitem__/1" [id=584, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/3/attn/zero_/0" [id=585, metatype=UnknownMetatype, type=zero_]; +"features.5.3.attn.qkv.weight" [id=586, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/attn/linear/0" [id=587, metatype=PTLinearMetatype, type=linear]; +"features/5/3/attn/reshape/1" [id=588, metatype=PTReshapeMetatype, type=reshape]; +"features/5/3/attn/permute/2" [id=589, metatype=PTTransposeMetatype, type=permute]; +"features/5/3/attn/__getitem__/2" [id=590, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/3/attn/__getitem__/3" [id=591, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/3/attn/__getitem__/4" [id=592, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/3/attn/normalize/0" [id=593, metatype=PTReduceL2, type=normalize]; +"features/5/3/attn/normalize/1" [id=594, metatype=PTReduceL2, type=normalize]; +"features/5/3/attn/transpose/0" [id=595, metatype=PTTransposeMetatype, type=transpose]; +"features/5/3/attn/matmul/0" [id=596, metatype=PTMatMulMetatype, type=matmul]; +"features.5.3.attn.logit_scale" [id=597, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/attn/clamp/0" [id=598, metatype=UnknownMetatype, type=clamp]; +"features/5/3/attn/exp/0" [id=599, metatype=PTExpMetatype, type=exp]; +"features/5/3/attn/mul/1" [id=600, metatype=PTMulMetatype, type=mul]; +"features/5/3/attn/add/0" [id=601, metatype=PTAddMetatype, type=add]; +"features/5/3/attn/softmax/0" [id=602, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/3/attn/dropout/0" [id=603, metatype=PTDropoutMetatype, type=dropout]; +"features/5/3/attn/matmul/1" [id=604, metatype=PTMatMulMetatype, type=matmul]; +"features/5/3/attn/transpose/1" [id=605, metatype=PTTransposeMetatype, type=transpose]; +"features/5/3/attn/reshape/2" [id=606, metatype=PTReshapeMetatype, type=reshape]; +"features.5.3.attn.proj.weight" [id=607, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.attn.proj.bias" [id=608, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/attn/linear/1" [id=609, metatype=PTLinearMetatype, type=linear]; +"features/5/3/attn/dropout/1" [id=610, metatype=PTDropoutMetatype, type=dropout]; +"features/5/3/attn/view/3" [id=611, metatype=PTReshapeMetatype, type=view]; +"features/5/3/attn/permute/3" [id=612, metatype=PTTransposeMetatype, type=permute]; +"features/5/3/attn/reshape/3" [id=613, metatype=PTReshapeMetatype, type=reshape]; +"features/5/3/attn/__getitem__/5" [id=614, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/3/attn/contiguous/1" [id=615, metatype=PTNoopMetatype, type=contiguous]; +"features.5.3.norm1.weight" [id=616, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.norm1.bias" [id=617, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/norm1/layer_norm/0" [id=618, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/3/add/0" [id=619, metatype=PTAddMetatype, type=add]; +"features.5.3.mlp.0.weight" [id=620, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.mlp.0.bias" [id=621, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/mlp/0/linear/0" [id=622, metatype=PTLinearMetatype, type=linear]; +"features/5/3/mlp/1/gelu/0" [id=623, metatype=PTGELUMetatype, type=gelu]; +"features/5/3/mlp/2/dropout/0" [id=624, metatype=PTDropoutMetatype, type=dropout]; +"features.5.3.mlp.3.weight" [id=625, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.mlp.3.bias" [id=626, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/mlp/3/linear/0" [id=627, metatype=PTLinearMetatype, type=linear]; +"features/5/3/mlp/4/dropout/0" [id=628, metatype=PTDropoutMetatype, type=dropout]; +"features.5.3.norm2.weight" [id=629, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.3.norm2.bias" [id=630, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/3/norm2/layer_norm/0" [id=631, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/3/add/1" [id=632, metatype=PTAddMetatype, type=add]; +"features.5.4.attn.relative_coords_table" [id=633, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.attn.cpb_mlp.0.weight" [id=634, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.attn.cpb_mlp.0.bias" [id=635, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/attn/cpb_mlp/0/linear/0" [id=636, metatype=PTLinearMetatype, type=linear]; +"features/5/4/attn/cpb_mlp/1/relu_/0" [id=637, metatype=PTRELUMetatype, type=relu_]; +"features.5.4.attn.cpb_mlp.2.weight" [id=638, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/attn/cpb_mlp/2/linear/0" [id=639, metatype=PTLinearMetatype, type=linear]; +"features/5/4/attn/view/0" [id=640, metatype=PTReshapeMetatype, type=view]; +"features.5.4.attn.relative_position_index" [id=641, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/attn/__getitem__/0" [id=642, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/4/attn/view/1" [id=643, metatype=PTReshapeMetatype, type=view]; +"features/5/4/attn/permute/0" [id=644, metatype=PTTransposeMetatype, type=permute]; +"features/5/4/attn/contiguous/0" [id=645, metatype=PTNoopMetatype, type=contiguous]; +"features/5/4/attn/unsqueeze/0" [id=646, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/4/attn/sigmoid/0" [id=647, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/4/attn/mul/0" [id=648, metatype=PTMulMetatype, type=mul]; +"features/5/4/attn/pad/0" [id=649, metatype=PTPadMetatype, type=pad]; +"features/5/4/attn/view/2" [id=650, metatype=PTReshapeMetatype, type=view]; +"features/5/4/attn/permute/1" [id=651, metatype=PTTransposeMetatype, type=permute]; +"features/5/4/attn/reshape/0" [id=652, metatype=PTReshapeMetatype, type=reshape]; +"features.5.4.attn.qkv.bias" [id=653, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/attn/clone/0" [id=654, metatype=PTNoopMetatype, type=clone]; +"features/5/4/attn/numel/0" [id=655, metatype=UnknownMetatype, type=numel]; +"features/5/4/attn/__getitem__/1" [id=656, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/4/attn/zero_/0" [id=657, metatype=UnknownMetatype, type=zero_]; +"features.5.4.attn.qkv.weight" [id=658, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/attn/linear/0" [id=659, metatype=PTLinearMetatype, type=linear]; +"features/5/4/attn/reshape/1" [id=660, metatype=PTReshapeMetatype, type=reshape]; +"features/5/4/attn/permute/2" [id=661, metatype=PTTransposeMetatype, type=permute]; +"features/5/4/attn/__getitem__/2" [id=662, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/4/attn/__getitem__/3" [id=663, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/4/attn/__getitem__/4" [id=664, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/4/attn/normalize/0" [id=665, metatype=PTReduceL2, type=normalize]; +"features/5/4/attn/normalize/1" [id=666, metatype=PTReduceL2, type=normalize]; +"features/5/4/attn/transpose/0" [id=667, metatype=PTTransposeMetatype, type=transpose]; +"features/5/4/attn/matmul/0" [id=668, metatype=PTMatMulMetatype, type=matmul]; +"features.5.4.attn.logit_scale" [id=669, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/attn/clamp/0" [id=670, metatype=UnknownMetatype, type=clamp]; +"features/5/4/attn/exp/0" [id=671, metatype=PTExpMetatype, type=exp]; +"features/5/4/attn/mul/1" [id=672, metatype=PTMulMetatype, type=mul]; +"features/5/4/attn/add/0" [id=673, metatype=PTAddMetatype, type=add]; +"features/5/4/attn/softmax/0" [id=674, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/4/attn/dropout/0" [id=675, metatype=PTDropoutMetatype, type=dropout]; +"features/5/4/attn/matmul/1" [id=676, metatype=PTMatMulMetatype, type=matmul]; +"features/5/4/attn/transpose/1" [id=677, metatype=PTTransposeMetatype, type=transpose]; +"features/5/4/attn/reshape/2" [id=678, metatype=PTReshapeMetatype, type=reshape]; +"features.5.4.attn.proj.weight" [id=679, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.attn.proj.bias" [id=680, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/attn/linear/1" [id=681, metatype=PTLinearMetatype, type=linear]; +"features/5/4/attn/dropout/1" [id=682, metatype=PTDropoutMetatype, type=dropout]; +"features/5/4/attn/view/3" [id=683, metatype=PTReshapeMetatype, type=view]; +"features/5/4/attn/permute/3" [id=684, metatype=PTTransposeMetatype, type=permute]; +"features/5/4/attn/reshape/3" [id=685, metatype=PTReshapeMetatype, type=reshape]; +"features/5/4/attn/__getitem__/5" [id=686, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/4/attn/contiguous/1" [id=687, metatype=PTNoopMetatype, type=contiguous]; +"features.5.4.norm1.weight" [id=688, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.norm1.bias" [id=689, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/norm1/layer_norm/0" [id=690, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/4/add/0" [id=691, metatype=PTAddMetatype, type=add]; +"features.5.4.mlp.0.weight" [id=692, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.mlp.0.bias" [id=693, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/mlp/0/linear/0" [id=694, metatype=PTLinearMetatype, type=linear]; +"features/5/4/mlp/1/gelu/0" [id=695, metatype=PTGELUMetatype, type=gelu]; +"features/5/4/mlp/2/dropout/0" [id=696, metatype=PTDropoutMetatype, type=dropout]; +"features.5.4.mlp.3.weight" [id=697, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.mlp.3.bias" [id=698, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/mlp/3/linear/0" [id=699, metatype=PTLinearMetatype, type=linear]; +"features/5/4/mlp/4/dropout/0" [id=700, metatype=PTDropoutMetatype, type=dropout]; +"features.5.4.norm2.weight" [id=701, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.4.norm2.bias" [id=702, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/4/norm2/layer_norm/0" [id=703, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/4/add/1" [id=704, metatype=PTAddMetatype, type=add]; +"features.5.5.attn.relative_coords_table" [id=705, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.attn.cpb_mlp.0.weight" [id=706, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.attn.cpb_mlp.0.bias" [id=707, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/attn/cpb_mlp/0/linear/0" [id=708, metatype=PTLinearMetatype, type=linear]; +"features/5/5/attn/cpb_mlp/1/relu_/0" [id=709, metatype=PTRELUMetatype, type=relu_]; +"features.5.5.attn.cpb_mlp.2.weight" [id=710, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/attn/cpb_mlp/2/linear/0" [id=711, metatype=PTLinearMetatype, type=linear]; +"features/5/5/attn/view/0" [id=712, metatype=PTReshapeMetatype, type=view]; +"features.5.5.attn.relative_position_index" [id=713, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/attn/__getitem__/0" [id=714, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/5/attn/view/1" [id=715, metatype=PTReshapeMetatype, type=view]; +"features/5/5/attn/permute/0" [id=716, metatype=PTTransposeMetatype, type=permute]; +"features/5/5/attn/contiguous/0" [id=717, metatype=PTNoopMetatype, type=contiguous]; +"features/5/5/attn/unsqueeze/0" [id=718, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/5/attn/sigmoid/0" [id=719, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/5/attn/mul/0" [id=720, metatype=PTMulMetatype, type=mul]; +"features/5/5/attn/pad/0" [id=721, metatype=PTPadMetatype, type=pad]; +"features/5/5/attn/view/2" [id=722, metatype=PTReshapeMetatype, type=view]; +"features/5/5/attn/permute/1" [id=723, metatype=PTTransposeMetatype, type=permute]; +"features/5/5/attn/reshape/0" [id=724, metatype=PTReshapeMetatype, type=reshape]; +"features.5.5.attn.qkv.bias" [id=725, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/attn/clone/0" [id=726, metatype=PTNoopMetatype, type=clone]; +"features/5/5/attn/numel/0" [id=727, metatype=UnknownMetatype, type=numel]; +"features/5/5/attn/__getitem__/1" [id=728, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/5/attn/zero_/0" [id=729, metatype=UnknownMetatype, type=zero_]; +"features.5.5.attn.qkv.weight" [id=730, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/attn/linear/0" [id=731, metatype=PTLinearMetatype, type=linear]; +"features/5/5/attn/reshape/1" [id=732, metatype=PTReshapeMetatype, type=reshape]; +"features/5/5/attn/permute/2" [id=733, metatype=PTTransposeMetatype, type=permute]; +"features/5/5/attn/__getitem__/2" [id=734, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/5/attn/__getitem__/3" [id=735, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/5/attn/__getitem__/4" [id=736, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/5/attn/normalize/0" [id=737, metatype=PTReduceL2, type=normalize]; +"features/5/5/attn/normalize/1" [id=738, metatype=PTReduceL2, type=normalize]; +"features/5/5/attn/transpose/0" [id=739, metatype=PTTransposeMetatype, type=transpose]; +"features/5/5/attn/matmul/0" [id=740, metatype=PTMatMulMetatype, type=matmul]; +"features.5.5.attn.logit_scale" [id=741, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/attn/clamp/0" [id=742, metatype=UnknownMetatype, type=clamp]; +"features/5/5/attn/exp/0" [id=743, metatype=PTExpMetatype, type=exp]; +"features/5/5/attn/mul/1" [id=744, metatype=PTMulMetatype, type=mul]; +"features/5/5/attn/add/0" [id=745, metatype=PTAddMetatype, type=add]; +"features/5/5/attn/softmax/0" [id=746, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/5/attn/dropout/0" [id=747, metatype=PTDropoutMetatype, type=dropout]; +"features/5/5/attn/matmul/1" [id=748, metatype=PTMatMulMetatype, type=matmul]; +"features/5/5/attn/transpose/1" [id=749, metatype=PTTransposeMetatype, type=transpose]; +"features/5/5/attn/reshape/2" [id=750, metatype=PTReshapeMetatype, type=reshape]; +"features.5.5.attn.proj.weight" [id=751, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.attn.proj.bias" [id=752, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/attn/linear/1" [id=753, metatype=PTLinearMetatype, type=linear]; +"features/5/5/attn/dropout/1" [id=754, metatype=PTDropoutMetatype, type=dropout]; +"features/5/5/attn/view/3" [id=755, metatype=PTReshapeMetatype, type=view]; +"features/5/5/attn/permute/3" [id=756, metatype=PTTransposeMetatype, type=permute]; +"features/5/5/attn/reshape/3" [id=757, metatype=PTReshapeMetatype, type=reshape]; +"features/5/5/attn/__getitem__/5" [id=758, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/5/attn/contiguous/1" [id=759, metatype=PTNoopMetatype, type=contiguous]; +"features.5.5.norm1.weight" [id=760, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.norm1.bias" [id=761, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/norm1/layer_norm/0" [id=762, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/5/add/0" [id=763, metatype=PTAddMetatype, type=add]; +"features.5.5.mlp.0.weight" [id=764, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.mlp.0.bias" [id=765, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/mlp/0/linear/0" [id=766, metatype=PTLinearMetatype, type=linear]; +"features/5/5/mlp/1/gelu/0" [id=767, metatype=PTGELUMetatype, type=gelu]; +"features/5/5/mlp/2/dropout/0" [id=768, metatype=PTDropoutMetatype, type=dropout]; +"features.5.5.mlp.3.weight" [id=769, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.mlp.3.bias" [id=770, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/mlp/3/linear/0" [id=771, metatype=PTLinearMetatype, type=linear]; +"features/5/5/mlp/4/dropout/0" [id=772, metatype=PTDropoutMetatype, type=dropout]; +"features.5.5.norm2.weight" [id=773, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.5.norm2.bias" [id=774, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/5/norm2/layer_norm/0" [id=775, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/5/add/1" [id=776, metatype=PTAddMetatype, type=add]; +"features.5.6.attn.relative_coords_table" [id=777, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.attn.cpb_mlp.0.weight" [id=778, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.attn.cpb_mlp.0.bias" [id=779, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/attn/cpb_mlp/0/linear/0" [id=780, metatype=PTLinearMetatype, type=linear]; +"features/5/6/attn/cpb_mlp/1/relu_/0" [id=781, metatype=PTRELUMetatype, type=relu_]; +"features.5.6.attn.cpb_mlp.2.weight" [id=782, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/attn/cpb_mlp/2/linear/0" [id=783, metatype=PTLinearMetatype, type=linear]; +"features/5/6/attn/view/0" [id=784, metatype=PTReshapeMetatype, type=view]; +"features.5.6.attn.relative_position_index" [id=785, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/attn/__getitem__/0" [id=786, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/6/attn/view/1" [id=787, metatype=PTReshapeMetatype, type=view]; +"features/5/6/attn/permute/0" [id=788, metatype=PTTransposeMetatype, type=permute]; +"features/5/6/attn/contiguous/0" [id=789, metatype=PTNoopMetatype, type=contiguous]; +"features/5/6/attn/unsqueeze/0" [id=790, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/6/attn/sigmoid/0" [id=791, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/6/attn/mul/0" [id=792, metatype=PTMulMetatype, type=mul]; +"features/5/6/attn/pad/0" [id=793, metatype=PTPadMetatype, type=pad]; +"features/5/6/attn/view/2" [id=794, metatype=PTReshapeMetatype, type=view]; +"features/5/6/attn/permute/1" [id=795, metatype=PTTransposeMetatype, type=permute]; +"features/5/6/attn/reshape/0" [id=796, metatype=PTReshapeMetatype, type=reshape]; +"features.5.6.attn.qkv.bias" [id=797, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/attn/clone/0" [id=798, metatype=PTNoopMetatype, type=clone]; +"features/5/6/attn/numel/0" [id=799, metatype=UnknownMetatype, type=numel]; +"features/5/6/attn/__getitem__/1" [id=800, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/6/attn/zero_/0" [id=801, metatype=UnknownMetatype, type=zero_]; +"features.5.6.attn.qkv.weight" [id=802, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/attn/linear/0" [id=803, metatype=PTLinearMetatype, type=linear]; +"features/5/6/attn/reshape/1" [id=804, metatype=PTReshapeMetatype, type=reshape]; +"features/5/6/attn/permute/2" [id=805, metatype=PTTransposeMetatype, type=permute]; +"features/5/6/attn/__getitem__/2" [id=806, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/6/attn/__getitem__/3" [id=807, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/6/attn/__getitem__/4" [id=808, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/6/attn/normalize/0" [id=809, metatype=PTReduceL2, type=normalize]; +"features/5/6/attn/normalize/1" [id=810, metatype=PTReduceL2, type=normalize]; +"features/5/6/attn/transpose/0" [id=811, metatype=PTTransposeMetatype, type=transpose]; +"features/5/6/attn/matmul/0" [id=812, metatype=PTMatMulMetatype, type=matmul]; +"features.5.6.attn.logit_scale" [id=813, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/attn/clamp/0" [id=814, metatype=UnknownMetatype, type=clamp]; +"features/5/6/attn/exp/0" [id=815, metatype=PTExpMetatype, type=exp]; +"features/5/6/attn/mul/1" [id=816, metatype=PTMulMetatype, type=mul]; +"features/5/6/attn/add/0" [id=817, metatype=PTAddMetatype, type=add]; +"features/5/6/attn/softmax/0" [id=818, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/6/attn/dropout/0" [id=819, metatype=PTDropoutMetatype, type=dropout]; +"features/5/6/attn/matmul/1" [id=820, metatype=PTMatMulMetatype, type=matmul]; +"features/5/6/attn/transpose/1" [id=821, metatype=PTTransposeMetatype, type=transpose]; +"features/5/6/attn/reshape/2" [id=822, metatype=PTReshapeMetatype, type=reshape]; +"features.5.6.attn.proj.weight" [id=823, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.attn.proj.bias" [id=824, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/attn/linear/1" [id=825, metatype=PTLinearMetatype, type=linear]; +"features/5/6/attn/dropout/1" [id=826, metatype=PTDropoutMetatype, type=dropout]; +"features/5/6/attn/view/3" [id=827, metatype=PTReshapeMetatype, type=view]; +"features/5/6/attn/permute/3" [id=828, metatype=PTTransposeMetatype, type=permute]; +"features/5/6/attn/reshape/3" [id=829, metatype=PTReshapeMetatype, type=reshape]; +"features/5/6/attn/__getitem__/5" [id=830, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/6/attn/contiguous/1" [id=831, metatype=PTNoopMetatype, type=contiguous]; +"features.5.6.norm1.weight" [id=832, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.norm1.bias" [id=833, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/norm1/layer_norm/0" [id=834, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/6/add/0" [id=835, metatype=PTAddMetatype, type=add]; +"features.5.6.mlp.0.weight" [id=836, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.mlp.0.bias" [id=837, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/mlp/0/linear/0" [id=838, metatype=PTLinearMetatype, type=linear]; +"features/5/6/mlp/1/gelu/0" [id=839, metatype=PTGELUMetatype, type=gelu]; +"features/5/6/mlp/2/dropout/0" [id=840, metatype=PTDropoutMetatype, type=dropout]; +"features.5.6.mlp.3.weight" [id=841, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.mlp.3.bias" [id=842, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/mlp/3/linear/0" [id=843, metatype=PTLinearMetatype, type=linear]; +"features/5/6/mlp/4/dropout/0" [id=844, metatype=PTDropoutMetatype, type=dropout]; +"features.5.6.norm2.weight" [id=845, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.6.norm2.bias" [id=846, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/6/norm2/layer_norm/0" [id=847, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/6/add/1" [id=848, metatype=PTAddMetatype, type=add]; +"features.5.7.attn.relative_coords_table" [id=849, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.attn.cpb_mlp.0.weight" [id=850, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.attn.cpb_mlp.0.bias" [id=851, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/attn/cpb_mlp/0/linear/0" [id=852, metatype=PTLinearMetatype, type=linear]; +"features/5/7/attn/cpb_mlp/1/relu_/0" [id=853, metatype=PTRELUMetatype, type=relu_]; +"features.5.7.attn.cpb_mlp.2.weight" [id=854, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/attn/cpb_mlp/2/linear/0" [id=855, metatype=PTLinearMetatype, type=linear]; +"features/5/7/attn/view/0" [id=856, metatype=PTReshapeMetatype, type=view]; +"features.5.7.attn.relative_position_index" [id=857, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/attn/__getitem__/0" [id=858, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/7/attn/view/1" [id=859, metatype=PTReshapeMetatype, type=view]; +"features/5/7/attn/permute/0" [id=860, metatype=PTTransposeMetatype, type=permute]; +"features/5/7/attn/contiguous/0" [id=861, metatype=PTNoopMetatype, type=contiguous]; +"features/5/7/attn/unsqueeze/0" [id=862, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/7/attn/sigmoid/0" [id=863, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/7/attn/mul/0" [id=864, metatype=PTMulMetatype, type=mul]; +"features/5/7/attn/pad/0" [id=865, metatype=PTPadMetatype, type=pad]; +"features/5/7/attn/view/2" [id=866, metatype=PTReshapeMetatype, type=view]; +"features/5/7/attn/permute/1" [id=867, metatype=PTTransposeMetatype, type=permute]; +"features/5/7/attn/reshape/0" [id=868, metatype=PTReshapeMetatype, type=reshape]; +"features.5.7.attn.qkv.bias" [id=869, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/attn/clone/0" [id=870, metatype=PTNoopMetatype, type=clone]; +"features/5/7/attn/numel/0" [id=871, metatype=UnknownMetatype, type=numel]; +"features/5/7/attn/__getitem__/1" [id=872, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/7/attn/zero_/0" [id=873, metatype=UnknownMetatype, type=zero_]; +"features.5.7.attn.qkv.weight" [id=874, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/attn/linear/0" [id=875, metatype=PTLinearMetatype, type=linear]; +"features/5/7/attn/reshape/1" [id=876, metatype=PTReshapeMetatype, type=reshape]; +"features/5/7/attn/permute/2" [id=877, metatype=PTTransposeMetatype, type=permute]; +"features/5/7/attn/__getitem__/2" [id=878, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/7/attn/__getitem__/3" [id=879, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/7/attn/__getitem__/4" [id=880, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/7/attn/normalize/0" [id=881, metatype=PTReduceL2, type=normalize]; +"features/5/7/attn/normalize/1" [id=882, metatype=PTReduceL2, type=normalize]; +"features/5/7/attn/transpose/0" [id=883, metatype=PTTransposeMetatype, type=transpose]; +"features/5/7/attn/matmul/0" [id=884, metatype=PTMatMulMetatype, type=matmul]; +"features.5.7.attn.logit_scale" [id=885, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/attn/clamp/0" [id=886, metatype=UnknownMetatype, type=clamp]; +"features/5/7/attn/exp/0" [id=887, metatype=PTExpMetatype, type=exp]; +"features/5/7/attn/mul/1" [id=888, metatype=PTMulMetatype, type=mul]; +"features/5/7/attn/add/0" [id=889, metatype=PTAddMetatype, type=add]; +"features/5/7/attn/softmax/0" [id=890, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/7/attn/dropout/0" [id=891, metatype=PTDropoutMetatype, type=dropout]; +"features/5/7/attn/matmul/1" [id=892, metatype=PTMatMulMetatype, type=matmul]; +"features/5/7/attn/transpose/1" [id=893, metatype=PTTransposeMetatype, type=transpose]; +"features/5/7/attn/reshape/2" [id=894, metatype=PTReshapeMetatype, type=reshape]; +"features.5.7.attn.proj.weight" [id=895, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.attn.proj.bias" [id=896, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/attn/linear/1" [id=897, metatype=PTLinearMetatype, type=linear]; +"features/5/7/attn/dropout/1" [id=898, metatype=PTDropoutMetatype, type=dropout]; +"features/5/7/attn/view/3" [id=899, metatype=PTReshapeMetatype, type=view]; +"features/5/7/attn/permute/3" [id=900, metatype=PTTransposeMetatype, type=permute]; +"features/5/7/attn/reshape/3" [id=901, metatype=PTReshapeMetatype, type=reshape]; +"features/5/7/attn/__getitem__/5" [id=902, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/7/attn/contiguous/1" [id=903, metatype=PTNoopMetatype, type=contiguous]; +"features.5.7.norm1.weight" [id=904, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.norm1.bias" [id=905, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/norm1/layer_norm/0" [id=906, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/7/add/0" [id=907, metatype=PTAddMetatype, type=add]; +"features.5.7.mlp.0.weight" [id=908, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.mlp.0.bias" [id=909, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/mlp/0/linear/0" [id=910, metatype=PTLinearMetatype, type=linear]; +"features/5/7/mlp/1/gelu/0" [id=911, metatype=PTGELUMetatype, type=gelu]; +"features/5/7/mlp/2/dropout/0" [id=912, metatype=PTDropoutMetatype, type=dropout]; +"features.5.7.mlp.3.weight" [id=913, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.mlp.3.bias" [id=914, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/mlp/3/linear/0" [id=915, metatype=PTLinearMetatype, type=linear]; +"features/5/7/mlp/4/dropout/0" [id=916, metatype=PTDropoutMetatype, type=dropout]; +"features.5.7.norm2.weight" [id=917, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.7.norm2.bias" [id=918, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/7/norm2/layer_norm/0" [id=919, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/7/add/1" [id=920, metatype=PTAddMetatype, type=add]; +"features.5.8.attn.relative_coords_table" [id=921, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.attn.cpb_mlp.0.weight" [id=922, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.attn.cpb_mlp.0.bias" [id=923, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/attn/cpb_mlp/0/linear/0" [id=924, metatype=PTLinearMetatype, type=linear]; +"features/5/8/attn/cpb_mlp/1/relu_/0" [id=925, metatype=PTRELUMetatype, type=relu_]; +"features.5.8.attn.cpb_mlp.2.weight" [id=926, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/attn/cpb_mlp/2/linear/0" [id=927, metatype=PTLinearMetatype, type=linear]; +"features/5/8/attn/view/0" [id=928, metatype=PTReshapeMetatype, type=view]; +"features.5.8.attn.relative_position_index" [id=929, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/attn/__getitem__/0" [id=930, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/8/attn/view/1" [id=931, metatype=PTReshapeMetatype, type=view]; +"features/5/8/attn/permute/0" [id=932, metatype=PTTransposeMetatype, type=permute]; +"features/5/8/attn/contiguous/0" [id=933, metatype=PTNoopMetatype, type=contiguous]; +"features/5/8/attn/unsqueeze/0" [id=934, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/8/attn/sigmoid/0" [id=935, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/8/attn/mul/0" [id=936, metatype=PTMulMetatype, type=mul]; +"features/5/8/attn/pad/0" [id=937, metatype=PTPadMetatype, type=pad]; +"features/5/8/attn/view/2" [id=938, metatype=PTReshapeMetatype, type=view]; +"features/5/8/attn/permute/1" [id=939, metatype=PTTransposeMetatype, type=permute]; +"features/5/8/attn/reshape/0" [id=940, metatype=PTReshapeMetatype, type=reshape]; +"features.5.8.attn.qkv.bias" [id=941, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/attn/clone/0" [id=942, metatype=PTNoopMetatype, type=clone]; +"features/5/8/attn/numel/0" [id=943, metatype=UnknownMetatype, type=numel]; +"features/5/8/attn/__getitem__/1" [id=944, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/8/attn/zero_/0" [id=945, metatype=UnknownMetatype, type=zero_]; +"features.5.8.attn.qkv.weight" [id=946, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/attn/linear/0" [id=947, metatype=PTLinearMetatype, type=linear]; +"features/5/8/attn/reshape/1" [id=948, metatype=PTReshapeMetatype, type=reshape]; +"features/5/8/attn/permute/2" [id=949, metatype=PTTransposeMetatype, type=permute]; +"features/5/8/attn/__getitem__/2" [id=950, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/8/attn/__getitem__/3" [id=951, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/8/attn/__getitem__/4" [id=952, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/8/attn/normalize/0" [id=953, metatype=PTReduceL2, type=normalize]; +"features/5/8/attn/normalize/1" [id=954, metatype=PTReduceL2, type=normalize]; +"features/5/8/attn/transpose/0" [id=955, metatype=PTTransposeMetatype, type=transpose]; +"features/5/8/attn/matmul/0" [id=956, metatype=PTMatMulMetatype, type=matmul]; +"features.5.8.attn.logit_scale" [id=957, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/attn/clamp/0" [id=958, metatype=UnknownMetatype, type=clamp]; +"features/5/8/attn/exp/0" [id=959, metatype=PTExpMetatype, type=exp]; +"features/5/8/attn/mul/1" [id=960, metatype=PTMulMetatype, type=mul]; +"features/5/8/attn/add/0" [id=961, metatype=PTAddMetatype, type=add]; +"features/5/8/attn/softmax/0" [id=962, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/8/attn/dropout/0" [id=963, metatype=PTDropoutMetatype, type=dropout]; +"features/5/8/attn/matmul/1" [id=964, metatype=PTMatMulMetatype, type=matmul]; +"features/5/8/attn/transpose/1" [id=965, metatype=PTTransposeMetatype, type=transpose]; +"features/5/8/attn/reshape/2" [id=966, metatype=PTReshapeMetatype, type=reshape]; +"features.5.8.attn.proj.weight" [id=967, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.attn.proj.bias" [id=968, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/attn/linear/1" [id=969, metatype=PTLinearMetatype, type=linear]; +"features/5/8/attn/dropout/1" [id=970, metatype=PTDropoutMetatype, type=dropout]; +"features/5/8/attn/view/3" [id=971, metatype=PTReshapeMetatype, type=view]; +"features/5/8/attn/permute/3" [id=972, metatype=PTTransposeMetatype, type=permute]; +"features/5/8/attn/reshape/3" [id=973, metatype=PTReshapeMetatype, type=reshape]; +"features/5/8/attn/__getitem__/5" [id=974, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/8/attn/contiguous/1" [id=975, metatype=PTNoopMetatype, type=contiguous]; +"features.5.8.norm1.weight" [id=976, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.norm1.bias" [id=977, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/norm1/layer_norm/0" [id=978, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/8/add/0" [id=979, metatype=PTAddMetatype, type=add]; +"features.5.8.mlp.0.weight" [id=980, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.mlp.0.bias" [id=981, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/mlp/0/linear/0" [id=982, metatype=PTLinearMetatype, type=linear]; +"features/5/8/mlp/1/gelu/0" [id=983, metatype=PTGELUMetatype, type=gelu]; +"features/5/8/mlp/2/dropout/0" [id=984, metatype=PTDropoutMetatype, type=dropout]; +"features.5.8.mlp.3.weight" [id=985, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.mlp.3.bias" [id=986, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/mlp/3/linear/0" [id=987, metatype=PTLinearMetatype, type=linear]; +"features/5/8/mlp/4/dropout/0" [id=988, metatype=PTDropoutMetatype, type=dropout]; +"features.5.8.norm2.weight" [id=989, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.8.norm2.bias" [id=990, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/8/norm2/layer_norm/0" [id=991, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/8/add/1" [id=992, metatype=PTAddMetatype, type=add]; +"features.5.9.attn.relative_coords_table" [id=993, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.attn.cpb_mlp.0.weight" [id=994, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.attn.cpb_mlp.0.bias" [id=995, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/attn/cpb_mlp/0/linear/0" [id=996, metatype=PTLinearMetatype, type=linear]; +"features/5/9/attn/cpb_mlp/1/relu_/0" [id=997, metatype=PTRELUMetatype, type=relu_]; +"features.5.9.attn.cpb_mlp.2.weight" [id=998, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/attn/cpb_mlp/2/linear/0" [id=999, metatype=PTLinearMetatype, type=linear]; +"features/5/9/attn/view/0" [id=1000, metatype=PTReshapeMetatype, type=view]; +"features.5.9.attn.relative_position_index" [id=1001, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/attn/__getitem__/0" [id=1002, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/9/attn/view/1" [id=1003, metatype=PTReshapeMetatype, type=view]; +"features/5/9/attn/permute/0" [id=1004, metatype=PTTransposeMetatype, type=permute]; +"features/5/9/attn/contiguous/0" [id=1005, metatype=PTNoopMetatype, type=contiguous]; +"features/5/9/attn/unsqueeze/0" [id=1006, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/9/attn/sigmoid/0" [id=1007, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/9/attn/mul/0" [id=1008, metatype=PTMulMetatype, type=mul]; +"features/5/9/attn/pad/0" [id=1009, metatype=PTPadMetatype, type=pad]; +"features/5/9/attn/view/2" [id=1010, metatype=PTReshapeMetatype, type=view]; +"features/5/9/attn/permute/1" [id=1011, metatype=PTTransposeMetatype, type=permute]; +"features/5/9/attn/reshape/0" [id=1012, metatype=PTReshapeMetatype, type=reshape]; +"features.5.9.attn.qkv.bias" [id=1013, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/attn/clone/0" [id=1014, metatype=PTNoopMetatype, type=clone]; +"features/5/9/attn/numel/0" [id=1015, metatype=UnknownMetatype, type=numel]; +"features/5/9/attn/__getitem__/1" [id=1016, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/9/attn/zero_/0" [id=1017, metatype=UnknownMetatype, type=zero_]; +"features.5.9.attn.qkv.weight" [id=1018, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/attn/linear/0" [id=1019, metatype=PTLinearMetatype, type=linear]; +"features/5/9/attn/reshape/1" [id=1020, metatype=PTReshapeMetatype, type=reshape]; +"features/5/9/attn/permute/2" [id=1021, metatype=PTTransposeMetatype, type=permute]; +"features/5/9/attn/__getitem__/2" [id=1022, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/9/attn/__getitem__/3" [id=1023, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/9/attn/__getitem__/4" [id=1024, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/9/attn/normalize/0" [id=1025, metatype=PTReduceL2, type=normalize]; +"features/5/9/attn/normalize/1" [id=1026, metatype=PTReduceL2, type=normalize]; +"features/5/9/attn/transpose/0" [id=1027, metatype=PTTransposeMetatype, type=transpose]; +"features/5/9/attn/matmul/0" [id=1028, metatype=PTMatMulMetatype, type=matmul]; +"features.5.9.attn.logit_scale" [id=1029, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/attn/clamp/0" [id=1030, metatype=UnknownMetatype, type=clamp]; +"features/5/9/attn/exp/0" [id=1031, metatype=PTExpMetatype, type=exp]; +"features/5/9/attn/mul/1" [id=1032, metatype=PTMulMetatype, type=mul]; +"features/5/9/attn/add/0" [id=1033, metatype=PTAddMetatype, type=add]; +"features/5/9/attn/softmax/0" [id=1034, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/9/attn/dropout/0" [id=1035, metatype=PTDropoutMetatype, type=dropout]; +"features/5/9/attn/matmul/1" [id=1036, metatype=PTMatMulMetatype, type=matmul]; +"features/5/9/attn/transpose/1" [id=1037, metatype=PTTransposeMetatype, type=transpose]; +"features/5/9/attn/reshape/2" [id=1038, metatype=PTReshapeMetatype, type=reshape]; +"features.5.9.attn.proj.weight" [id=1039, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.attn.proj.bias" [id=1040, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/attn/linear/1" [id=1041, metatype=PTLinearMetatype, type=linear]; +"features/5/9/attn/dropout/1" [id=1042, metatype=PTDropoutMetatype, type=dropout]; +"features/5/9/attn/view/3" [id=1043, metatype=PTReshapeMetatype, type=view]; +"features/5/9/attn/permute/3" [id=1044, metatype=PTTransposeMetatype, type=permute]; +"features/5/9/attn/reshape/3" [id=1045, metatype=PTReshapeMetatype, type=reshape]; +"features/5/9/attn/__getitem__/5" [id=1046, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/9/attn/contiguous/1" [id=1047, metatype=PTNoopMetatype, type=contiguous]; +"features.5.9.norm1.weight" [id=1048, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.norm1.bias" [id=1049, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/norm1/layer_norm/0" [id=1050, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/9/add/0" [id=1051, metatype=PTAddMetatype, type=add]; +"features.5.9.mlp.0.weight" [id=1052, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.mlp.0.bias" [id=1053, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/mlp/0/linear/0" [id=1054, metatype=PTLinearMetatype, type=linear]; +"features/5/9/mlp/1/gelu/0" [id=1055, metatype=PTGELUMetatype, type=gelu]; +"features/5/9/mlp/2/dropout/0" [id=1056, metatype=PTDropoutMetatype, type=dropout]; +"features.5.9.mlp.3.weight" [id=1057, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.mlp.3.bias" [id=1058, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/mlp/3/linear/0" [id=1059, metatype=PTLinearMetatype, type=linear]; +"features/5/9/mlp/4/dropout/0" [id=1060, metatype=PTDropoutMetatype, type=dropout]; +"features.5.9.norm2.weight" [id=1061, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.9.norm2.bias" [id=1062, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/9/norm2/layer_norm/0" [id=1063, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/9/add/1" [id=1064, metatype=PTAddMetatype, type=add]; +"features.5.10.attn.relative_coords_table" [id=1065, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.attn.cpb_mlp.0.weight" [id=1066, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.attn.cpb_mlp.0.bias" [id=1067, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/attn/cpb_mlp/0/linear/0" [id=1068, metatype=PTLinearMetatype, type=linear]; +"features/5/10/attn/cpb_mlp/1/relu_/0" [id=1069, metatype=PTRELUMetatype, type=relu_]; +"features.5.10.attn.cpb_mlp.2.weight" [id=1070, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/attn/cpb_mlp/2/linear/0" [id=1071, metatype=PTLinearMetatype, type=linear]; +"features/5/10/attn/view/0" [id=1072, metatype=PTReshapeMetatype, type=view]; +"features.5.10.attn.relative_position_index" [id=1073, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/attn/__getitem__/0" [id=1074, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/10/attn/view/1" [id=1075, metatype=PTReshapeMetatype, type=view]; +"features/5/10/attn/permute/0" [id=1076, metatype=PTTransposeMetatype, type=permute]; +"features/5/10/attn/contiguous/0" [id=1077, metatype=PTNoopMetatype, type=contiguous]; +"features/5/10/attn/unsqueeze/0" [id=1078, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/10/attn/sigmoid/0" [id=1079, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/10/attn/mul/0" [id=1080, metatype=PTMulMetatype, type=mul]; +"features/5/10/attn/pad/0" [id=1081, metatype=PTPadMetatype, type=pad]; +"features/5/10/attn/view/2" [id=1082, metatype=PTReshapeMetatype, type=view]; +"features/5/10/attn/permute/1" [id=1083, metatype=PTTransposeMetatype, type=permute]; +"features/5/10/attn/reshape/0" [id=1084, metatype=PTReshapeMetatype, type=reshape]; +"features.5.10.attn.qkv.bias" [id=1085, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/attn/clone/0" [id=1086, metatype=PTNoopMetatype, type=clone]; +"features/5/10/attn/numel/0" [id=1087, metatype=UnknownMetatype, type=numel]; +"features/5/10/attn/__getitem__/1" [id=1088, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/10/attn/zero_/0" [id=1089, metatype=UnknownMetatype, type=zero_]; +"features.5.10.attn.qkv.weight" [id=1090, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/attn/linear/0" [id=1091, metatype=PTLinearMetatype, type=linear]; +"features/5/10/attn/reshape/1" [id=1092, metatype=PTReshapeMetatype, type=reshape]; +"features/5/10/attn/permute/2" [id=1093, metatype=PTTransposeMetatype, type=permute]; +"features/5/10/attn/__getitem__/2" [id=1094, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/10/attn/__getitem__/3" [id=1095, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/10/attn/__getitem__/4" [id=1096, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/10/attn/normalize/0" [id=1097, metatype=PTReduceL2, type=normalize]; +"features/5/10/attn/normalize/1" [id=1098, metatype=PTReduceL2, type=normalize]; +"features/5/10/attn/transpose/0" [id=1099, metatype=PTTransposeMetatype, type=transpose]; +"features/5/10/attn/matmul/0" [id=1100, metatype=PTMatMulMetatype, type=matmul]; +"features.5.10.attn.logit_scale" [id=1101, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/attn/clamp/0" [id=1102, metatype=UnknownMetatype, type=clamp]; +"features/5/10/attn/exp/0" [id=1103, metatype=PTExpMetatype, type=exp]; +"features/5/10/attn/mul/1" [id=1104, metatype=PTMulMetatype, type=mul]; +"features/5/10/attn/add/0" [id=1105, metatype=PTAddMetatype, type=add]; +"features/5/10/attn/softmax/0" [id=1106, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/10/attn/dropout/0" [id=1107, metatype=PTDropoutMetatype, type=dropout]; +"features/5/10/attn/matmul/1" [id=1108, metatype=PTMatMulMetatype, type=matmul]; +"features/5/10/attn/transpose/1" [id=1109, metatype=PTTransposeMetatype, type=transpose]; +"features/5/10/attn/reshape/2" [id=1110, metatype=PTReshapeMetatype, type=reshape]; +"features.5.10.attn.proj.weight" [id=1111, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.attn.proj.bias" [id=1112, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/attn/linear/1" [id=1113, metatype=PTLinearMetatype, type=linear]; +"features/5/10/attn/dropout/1" [id=1114, metatype=PTDropoutMetatype, type=dropout]; +"features/5/10/attn/view/3" [id=1115, metatype=PTReshapeMetatype, type=view]; +"features/5/10/attn/permute/3" [id=1116, metatype=PTTransposeMetatype, type=permute]; +"features/5/10/attn/reshape/3" [id=1117, metatype=PTReshapeMetatype, type=reshape]; +"features/5/10/attn/__getitem__/5" [id=1118, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/10/attn/contiguous/1" [id=1119, metatype=PTNoopMetatype, type=contiguous]; +"features.5.10.norm1.weight" [id=1120, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.norm1.bias" [id=1121, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/norm1/layer_norm/0" [id=1122, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/10/add/0" [id=1123, metatype=PTAddMetatype, type=add]; +"features.5.10.mlp.0.weight" [id=1124, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.mlp.0.bias" [id=1125, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/mlp/0/linear/0" [id=1126, metatype=PTLinearMetatype, type=linear]; +"features/5/10/mlp/1/gelu/0" [id=1127, metatype=PTGELUMetatype, type=gelu]; +"features/5/10/mlp/2/dropout/0" [id=1128, metatype=PTDropoutMetatype, type=dropout]; +"features.5.10.mlp.3.weight" [id=1129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.mlp.3.bias" [id=1130, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/mlp/3/linear/0" [id=1131, metatype=PTLinearMetatype, type=linear]; +"features/5/10/mlp/4/dropout/0" [id=1132, metatype=PTDropoutMetatype, type=dropout]; +"features.5.10.norm2.weight" [id=1133, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.10.norm2.bias" [id=1134, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/10/norm2/layer_norm/0" [id=1135, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/10/add/1" [id=1136, metatype=PTAddMetatype, type=add]; +"features.5.11.attn.relative_coords_table" [id=1137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.attn.cpb_mlp.0.weight" [id=1138, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.attn.cpb_mlp.0.bias" [id=1139, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/attn/cpb_mlp/0/linear/0" [id=1140, metatype=PTLinearMetatype, type=linear]; +"features/5/11/attn/cpb_mlp/1/relu_/0" [id=1141, metatype=PTRELUMetatype, type=relu_]; +"features.5.11.attn.cpb_mlp.2.weight" [id=1142, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/attn/cpb_mlp/2/linear/0" [id=1143, metatype=PTLinearMetatype, type=linear]; +"features/5/11/attn/view/0" [id=1144, metatype=PTReshapeMetatype, type=view]; +"features.5.11.attn.relative_position_index" [id=1145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/attn/__getitem__/0" [id=1146, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/11/attn/view/1" [id=1147, metatype=PTReshapeMetatype, type=view]; +"features/5/11/attn/permute/0" [id=1148, metatype=PTTransposeMetatype, type=permute]; +"features/5/11/attn/contiguous/0" [id=1149, metatype=PTNoopMetatype, type=contiguous]; +"features/5/11/attn/unsqueeze/0" [id=1150, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/11/attn/sigmoid/0" [id=1151, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/11/attn/mul/0" [id=1152, metatype=PTMulMetatype, type=mul]; +"features/5/11/attn/pad/0" [id=1153, metatype=PTPadMetatype, type=pad]; +"features/5/11/attn/view/2" [id=1154, metatype=PTReshapeMetatype, type=view]; +"features/5/11/attn/permute/1" [id=1155, metatype=PTTransposeMetatype, type=permute]; +"features/5/11/attn/reshape/0" [id=1156, metatype=PTReshapeMetatype, type=reshape]; +"features.5.11.attn.qkv.bias" [id=1157, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/attn/clone/0" [id=1158, metatype=PTNoopMetatype, type=clone]; +"features/5/11/attn/numel/0" [id=1159, metatype=UnknownMetatype, type=numel]; +"features/5/11/attn/__getitem__/1" [id=1160, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/11/attn/zero_/0" [id=1161, metatype=UnknownMetatype, type=zero_]; +"features.5.11.attn.qkv.weight" [id=1162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/attn/linear/0" [id=1163, metatype=PTLinearMetatype, type=linear]; +"features/5/11/attn/reshape/1" [id=1164, metatype=PTReshapeMetatype, type=reshape]; +"features/5/11/attn/permute/2" [id=1165, metatype=PTTransposeMetatype, type=permute]; +"features/5/11/attn/__getitem__/2" [id=1166, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/11/attn/__getitem__/3" [id=1167, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/11/attn/__getitem__/4" [id=1168, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/11/attn/normalize/0" [id=1169, metatype=PTReduceL2, type=normalize]; +"features/5/11/attn/normalize/1" [id=1170, metatype=PTReduceL2, type=normalize]; +"features/5/11/attn/transpose/0" [id=1171, metatype=PTTransposeMetatype, type=transpose]; +"features/5/11/attn/matmul/0" [id=1172, metatype=PTMatMulMetatype, type=matmul]; +"features.5.11.attn.logit_scale" [id=1173, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/attn/clamp/0" [id=1174, metatype=UnknownMetatype, type=clamp]; +"features/5/11/attn/exp/0" [id=1175, metatype=PTExpMetatype, type=exp]; +"features/5/11/attn/mul/1" [id=1176, metatype=PTMulMetatype, type=mul]; +"features/5/11/attn/add/0" [id=1177, metatype=PTAddMetatype, type=add]; +"features/5/11/attn/softmax/0" [id=1178, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/11/attn/dropout/0" [id=1179, metatype=PTDropoutMetatype, type=dropout]; +"features/5/11/attn/matmul/1" [id=1180, metatype=PTMatMulMetatype, type=matmul]; +"features/5/11/attn/transpose/1" [id=1181, metatype=PTTransposeMetatype, type=transpose]; +"features/5/11/attn/reshape/2" [id=1182, metatype=PTReshapeMetatype, type=reshape]; +"features.5.11.attn.proj.weight" [id=1183, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.attn.proj.bias" [id=1184, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/attn/linear/1" [id=1185, metatype=PTLinearMetatype, type=linear]; +"features/5/11/attn/dropout/1" [id=1186, metatype=PTDropoutMetatype, type=dropout]; +"features/5/11/attn/view/3" [id=1187, metatype=PTReshapeMetatype, type=view]; +"features/5/11/attn/permute/3" [id=1188, metatype=PTTransposeMetatype, type=permute]; +"features/5/11/attn/reshape/3" [id=1189, metatype=PTReshapeMetatype, type=reshape]; +"features/5/11/attn/__getitem__/5" [id=1190, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/11/attn/contiguous/1" [id=1191, metatype=PTNoopMetatype, type=contiguous]; +"features.5.11.norm1.weight" [id=1192, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.norm1.bias" [id=1193, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/norm1/layer_norm/0" [id=1194, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/11/add/0" [id=1195, metatype=PTAddMetatype, type=add]; +"features.5.11.mlp.0.weight" [id=1196, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.mlp.0.bias" [id=1197, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/mlp/0/linear/0" [id=1198, metatype=PTLinearMetatype, type=linear]; +"features/5/11/mlp/1/gelu/0" [id=1199, metatype=PTGELUMetatype, type=gelu]; +"features/5/11/mlp/2/dropout/0" [id=1200, metatype=PTDropoutMetatype, type=dropout]; +"features.5.11.mlp.3.weight" [id=1201, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.mlp.3.bias" [id=1202, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/mlp/3/linear/0" [id=1203, metatype=PTLinearMetatype, type=linear]; +"features/5/11/mlp/4/dropout/0" [id=1204, metatype=PTDropoutMetatype, type=dropout]; +"features.5.11.norm2.weight" [id=1205, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.11.norm2.bias" [id=1206, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/11/norm2/layer_norm/0" [id=1207, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/11/add/1" [id=1208, metatype=PTAddMetatype, type=add]; +"features.5.12.attn.relative_coords_table" [id=1209, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.attn.cpb_mlp.0.weight" [id=1210, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.attn.cpb_mlp.0.bias" [id=1211, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/attn/cpb_mlp/0/linear/0" [id=1212, metatype=PTLinearMetatype, type=linear]; +"features/5/12/attn/cpb_mlp/1/relu_/0" [id=1213, metatype=PTRELUMetatype, type=relu_]; +"features.5.12.attn.cpb_mlp.2.weight" [id=1214, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/attn/cpb_mlp/2/linear/0" [id=1215, metatype=PTLinearMetatype, type=linear]; +"features/5/12/attn/view/0" [id=1216, metatype=PTReshapeMetatype, type=view]; +"features.5.12.attn.relative_position_index" [id=1217, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/attn/__getitem__/0" [id=1218, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/12/attn/view/1" [id=1219, metatype=PTReshapeMetatype, type=view]; +"features/5/12/attn/permute/0" [id=1220, metatype=PTTransposeMetatype, type=permute]; +"features/5/12/attn/contiguous/0" [id=1221, metatype=PTNoopMetatype, type=contiguous]; +"features/5/12/attn/unsqueeze/0" [id=1222, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/12/attn/sigmoid/0" [id=1223, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/12/attn/mul/0" [id=1224, metatype=PTMulMetatype, type=mul]; +"features/5/12/attn/pad/0" [id=1225, metatype=PTPadMetatype, type=pad]; +"features/5/12/attn/view/2" [id=1226, metatype=PTReshapeMetatype, type=view]; +"features/5/12/attn/permute/1" [id=1227, metatype=PTTransposeMetatype, type=permute]; +"features/5/12/attn/reshape/0" [id=1228, metatype=PTReshapeMetatype, type=reshape]; +"features.5.12.attn.qkv.bias" [id=1229, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/attn/clone/0" [id=1230, metatype=PTNoopMetatype, type=clone]; +"features/5/12/attn/numel/0" [id=1231, metatype=UnknownMetatype, type=numel]; +"features/5/12/attn/__getitem__/1" [id=1232, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/12/attn/zero_/0" [id=1233, metatype=UnknownMetatype, type=zero_]; +"features.5.12.attn.qkv.weight" [id=1234, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/attn/linear/0" [id=1235, metatype=PTLinearMetatype, type=linear]; +"features/5/12/attn/reshape/1" [id=1236, metatype=PTReshapeMetatype, type=reshape]; +"features/5/12/attn/permute/2" [id=1237, metatype=PTTransposeMetatype, type=permute]; +"features/5/12/attn/__getitem__/2" [id=1238, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/12/attn/__getitem__/3" [id=1239, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/12/attn/__getitem__/4" [id=1240, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/12/attn/normalize/0" [id=1241, metatype=PTReduceL2, type=normalize]; +"features/5/12/attn/normalize/1" [id=1242, metatype=PTReduceL2, type=normalize]; +"features/5/12/attn/transpose/0" [id=1243, metatype=PTTransposeMetatype, type=transpose]; +"features/5/12/attn/matmul/0" [id=1244, metatype=PTMatMulMetatype, type=matmul]; +"features.5.12.attn.logit_scale" [id=1245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/attn/clamp/0" [id=1246, metatype=UnknownMetatype, type=clamp]; +"features/5/12/attn/exp/0" [id=1247, metatype=PTExpMetatype, type=exp]; +"features/5/12/attn/mul/1" [id=1248, metatype=PTMulMetatype, type=mul]; +"features/5/12/attn/add/0" [id=1249, metatype=PTAddMetatype, type=add]; +"features/5/12/attn/softmax/0" [id=1250, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/12/attn/dropout/0" [id=1251, metatype=PTDropoutMetatype, type=dropout]; +"features/5/12/attn/matmul/1" [id=1252, metatype=PTMatMulMetatype, type=matmul]; +"features/5/12/attn/transpose/1" [id=1253, metatype=PTTransposeMetatype, type=transpose]; +"features/5/12/attn/reshape/2" [id=1254, metatype=PTReshapeMetatype, type=reshape]; +"features.5.12.attn.proj.weight" [id=1255, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.attn.proj.bias" [id=1256, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/attn/linear/1" [id=1257, metatype=PTLinearMetatype, type=linear]; +"features/5/12/attn/dropout/1" [id=1258, metatype=PTDropoutMetatype, type=dropout]; +"features/5/12/attn/view/3" [id=1259, metatype=PTReshapeMetatype, type=view]; +"features/5/12/attn/permute/3" [id=1260, metatype=PTTransposeMetatype, type=permute]; +"features/5/12/attn/reshape/3" [id=1261, metatype=PTReshapeMetatype, type=reshape]; +"features/5/12/attn/__getitem__/5" [id=1262, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/12/attn/contiguous/1" [id=1263, metatype=PTNoopMetatype, type=contiguous]; +"features.5.12.norm1.weight" [id=1264, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.norm1.bias" [id=1265, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/norm1/layer_norm/0" [id=1266, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/12/add/0" [id=1267, metatype=PTAddMetatype, type=add]; +"features.5.12.mlp.0.weight" [id=1268, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.mlp.0.bias" [id=1269, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/mlp/0/linear/0" [id=1270, metatype=PTLinearMetatype, type=linear]; +"features/5/12/mlp/1/gelu/0" [id=1271, metatype=PTGELUMetatype, type=gelu]; +"features/5/12/mlp/2/dropout/0" [id=1272, metatype=PTDropoutMetatype, type=dropout]; +"features.5.12.mlp.3.weight" [id=1273, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.mlp.3.bias" [id=1274, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/mlp/3/linear/0" [id=1275, metatype=PTLinearMetatype, type=linear]; +"features/5/12/mlp/4/dropout/0" [id=1276, metatype=PTDropoutMetatype, type=dropout]; +"features.5.12.norm2.weight" [id=1277, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.12.norm2.bias" [id=1278, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/12/norm2/layer_norm/0" [id=1279, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/12/add/1" [id=1280, metatype=PTAddMetatype, type=add]; +"features.5.13.attn.relative_coords_table" [id=1281, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.attn.cpb_mlp.0.weight" [id=1282, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.attn.cpb_mlp.0.bias" [id=1283, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/attn/cpb_mlp/0/linear/0" [id=1284, metatype=PTLinearMetatype, type=linear]; +"features/5/13/attn/cpb_mlp/1/relu_/0" [id=1285, metatype=PTRELUMetatype, type=relu_]; +"features.5.13.attn.cpb_mlp.2.weight" [id=1286, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/attn/cpb_mlp/2/linear/0" [id=1287, metatype=PTLinearMetatype, type=linear]; +"features/5/13/attn/view/0" [id=1288, metatype=PTReshapeMetatype, type=view]; +"features.5.13.attn.relative_position_index" [id=1289, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/attn/__getitem__/0" [id=1290, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/13/attn/view/1" [id=1291, metatype=PTReshapeMetatype, type=view]; +"features/5/13/attn/permute/0" [id=1292, metatype=PTTransposeMetatype, type=permute]; +"features/5/13/attn/contiguous/0" [id=1293, metatype=PTNoopMetatype, type=contiguous]; +"features/5/13/attn/unsqueeze/0" [id=1294, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/13/attn/sigmoid/0" [id=1295, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/13/attn/mul/0" [id=1296, metatype=PTMulMetatype, type=mul]; +"features/5/13/attn/pad/0" [id=1297, metatype=PTPadMetatype, type=pad]; +"features/5/13/attn/view/2" [id=1298, metatype=PTReshapeMetatype, type=view]; +"features/5/13/attn/permute/1" [id=1299, metatype=PTTransposeMetatype, type=permute]; +"features/5/13/attn/reshape/0" [id=1300, metatype=PTReshapeMetatype, type=reshape]; +"features.5.13.attn.qkv.bias" [id=1301, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/attn/clone/0" [id=1302, metatype=PTNoopMetatype, type=clone]; +"features/5/13/attn/numel/0" [id=1303, metatype=UnknownMetatype, type=numel]; +"features/5/13/attn/__getitem__/1" [id=1304, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/13/attn/zero_/0" [id=1305, metatype=UnknownMetatype, type=zero_]; +"features.5.13.attn.qkv.weight" [id=1306, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/attn/linear/0" [id=1307, metatype=PTLinearMetatype, type=linear]; +"features/5/13/attn/reshape/1" [id=1308, metatype=PTReshapeMetatype, type=reshape]; +"features/5/13/attn/permute/2" [id=1309, metatype=PTTransposeMetatype, type=permute]; +"features/5/13/attn/__getitem__/2" [id=1310, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/13/attn/__getitem__/3" [id=1311, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/13/attn/__getitem__/4" [id=1312, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/13/attn/normalize/0" [id=1313, metatype=PTReduceL2, type=normalize]; +"features/5/13/attn/normalize/1" [id=1314, metatype=PTReduceL2, type=normalize]; +"features/5/13/attn/transpose/0" [id=1315, metatype=PTTransposeMetatype, type=transpose]; +"features/5/13/attn/matmul/0" [id=1316, metatype=PTMatMulMetatype, type=matmul]; +"features.5.13.attn.logit_scale" [id=1317, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/attn/clamp/0" [id=1318, metatype=UnknownMetatype, type=clamp]; +"features/5/13/attn/exp/0" [id=1319, metatype=PTExpMetatype, type=exp]; +"features/5/13/attn/mul/1" [id=1320, metatype=PTMulMetatype, type=mul]; +"features/5/13/attn/add/0" [id=1321, metatype=PTAddMetatype, type=add]; +"features/5/13/attn/softmax/0" [id=1322, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/13/attn/dropout/0" [id=1323, metatype=PTDropoutMetatype, type=dropout]; +"features/5/13/attn/matmul/1" [id=1324, metatype=PTMatMulMetatype, type=matmul]; +"features/5/13/attn/transpose/1" [id=1325, metatype=PTTransposeMetatype, type=transpose]; +"features/5/13/attn/reshape/2" [id=1326, metatype=PTReshapeMetatype, type=reshape]; +"features.5.13.attn.proj.weight" [id=1327, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.attn.proj.bias" [id=1328, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/attn/linear/1" [id=1329, metatype=PTLinearMetatype, type=linear]; +"features/5/13/attn/dropout/1" [id=1330, metatype=PTDropoutMetatype, type=dropout]; +"features/5/13/attn/view/3" [id=1331, metatype=PTReshapeMetatype, type=view]; +"features/5/13/attn/permute/3" [id=1332, metatype=PTTransposeMetatype, type=permute]; +"features/5/13/attn/reshape/3" [id=1333, metatype=PTReshapeMetatype, type=reshape]; +"features/5/13/attn/__getitem__/5" [id=1334, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/13/attn/contiguous/1" [id=1335, metatype=PTNoopMetatype, type=contiguous]; +"features.5.13.norm1.weight" [id=1336, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.norm1.bias" [id=1337, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/norm1/layer_norm/0" [id=1338, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/13/add/0" [id=1339, metatype=PTAddMetatype, type=add]; +"features.5.13.mlp.0.weight" [id=1340, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.mlp.0.bias" [id=1341, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/mlp/0/linear/0" [id=1342, metatype=PTLinearMetatype, type=linear]; +"features/5/13/mlp/1/gelu/0" [id=1343, metatype=PTGELUMetatype, type=gelu]; +"features/5/13/mlp/2/dropout/0" [id=1344, metatype=PTDropoutMetatype, type=dropout]; +"features.5.13.mlp.3.weight" [id=1345, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.mlp.3.bias" [id=1346, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/mlp/3/linear/0" [id=1347, metatype=PTLinearMetatype, type=linear]; +"features/5/13/mlp/4/dropout/0" [id=1348, metatype=PTDropoutMetatype, type=dropout]; +"features.5.13.norm2.weight" [id=1349, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.13.norm2.bias" [id=1350, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/13/norm2/layer_norm/0" [id=1351, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/13/add/1" [id=1352, metatype=PTAddMetatype, type=add]; +"features.5.14.attn.relative_coords_table" [id=1353, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.attn.cpb_mlp.0.weight" [id=1354, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.attn.cpb_mlp.0.bias" [id=1355, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/attn/cpb_mlp/0/linear/0" [id=1356, metatype=PTLinearMetatype, type=linear]; +"features/5/14/attn/cpb_mlp/1/relu_/0" [id=1357, metatype=PTRELUMetatype, type=relu_]; +"features.5.14.attn.cpb_mlp.2.weight" [id=1358, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/attn/cpb_mlp/2/linear/0" [id=1359, metatype=PTLinearMetatype, type=linear]; +"features/5/14/attn/view/0" [id=1360, metatype=PTReshapeMetatype, type=view]; +"features.5.14.attn.relative_position_index" [id=1361, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/attn/__getitem__/0" [id=1362, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/14/attn/view/1" [id=1363, metatype=PTReshapeMetatype, type=view]; +"features/5/14/attn/permute/0" [id=1364, metatype=PTTransposeMetatype, type=permute]; +"features/5/14/attn/contiguous/0" [id=1365, metatype=PTNoopMetatype, type=contiguous]; +"features/5/14/attn/unsqueeze/0" [id=1366, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/14/attn/sigmoid/0" [id=1367, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/14/attn/mul/0" [id=1368, metatype=PTMulMetatype, type=mul]; +"features/5/14/attn/pad/0" [id=1369, metatype=PTPadMetatype, type=pad]; +"features/5/14/attn/view/2" [id=1370, metatype=PTReshapeMetatype, type=view]; +"features/5/14/attn/permute/1" [id=1371, metatype=PTTransposeMetatype, type=permute]; +"features/5/14/attn/reshape/0" [id=1372, metatype=PTReshapeMetatype, type=reshape]; +"features.5.14.attn.qkv.bias" [id=1373, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/attn/clone/0" [id=1374, metatype=PTNoopMetatype, type=clone]; +"features/5/14/attn/numel/0" [id=1375, metatype=UnknownMetatype, type=numel]; +"features/5/14/attn/__getitem__/1" [id=1376, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/14/attn/zero_/0" [id=1377, metatype=UnknownMetatype, type=zero_]; +"features.5.14.attn.qkv.weight" [id=1378, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/attn/linear/0" [id=1379, metatype=PTLinearMetatype, type=linear]; +"features/5/14/attn/reshape/1" [id=1380, metatype=PTReshapeMetatype, type=reshape]; +"features/5/14/attn/permute/2" [id=1381, metatype=PTTransposeMetatype, type=permute]; +"features/5/14/attn/__getitem__/2" [id=1382, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/14/attn/__getitem__/3" [id=1383, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/14/attn/__getitem__/4" [id=1384, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/14/attn/normalize/0" [id=1385, metatype=PTReduceL2, type=normalize]; +"features/5/14/attn/normalize/1" [id=1386, metatype=PTReduceL2, type=normalize]; +"features/5/14/attn/transpose/0" [id=1387, metatype=PTTransposeMetatype, type=transpose]; +"features/5/14/attn/matmul/0" [id=1388, metatype=PTMatMulMetatype, type=matmul]; +"features.5.14.attn.logit_scale" [id=1389, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/attn/clamp/0" [id=1390, metatype=UnknownMetatype, type=clamp]; +"features/5/14/attn/exp/0" [id=1391, metatype=PTExpMetatype, type=exp]; +"features/5/14/attn/mul/1" [id=1392, metatype=PTMulMetatype, type=mul]; +"features/5/14/attn/add/0" [id=1393, metatype=PTAddMetatype, type=add]; +"features/5/14/attn/softmax/0" [id=1394, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/14/attn/dropout/0" [id=1395, metatype=PTDropoutMetatype, type=dropout]; +"features/5/14/attn/matmul/1" [id=1396, metatype=PTMatMulMetatype, type=matmul]; +"features/5/14/attn/transpose/1" [id=1397, metatype=PTTransposeMetatype, type=transpose]; +"features/5/14/attn/reshape/2" [id=1398, metatype=PTReshapeMetatype, type=reshape]; +"features.5.14.attn.proj.weight" [id=1399, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.attn.proj.bias" [id=1400, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/attn/linear/1" [id=1401, metatype=PTLinearMetatype, type=linear]; +"features/5/14/attn/dropout/1" [id=1402, metatype=PTDropoutMetatype, type=dropout]; +"features/5/14/attn/view/3" [id=1403, metatype=PTReshapeMetatype, type=view]; +"features/5/14/attn/permute/3" [id=1404, metatype=PTTransposeMetatype, type=permute]; +"features/5/14/attn/reshape/3" [id=1405, metatype=PTReshapeMetatype, type=reshape]; +"features/5/14/attn/__getitem__/5" [id=1406, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/14/attn/contiguous/1" [id=1407, metatype=PTNoopMetatype, type=contiguous]; +"features.5.14.norm1.weight" [id=1408, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.norm1.bias" [id=1409, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/norm1/layer_norm/0" [id=1410, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/14/add/0" [id=1411, metatype=PTAddMetatype, type=add]; +"features.5.14.mlp.0.weight" [id=1412, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.mlp.0.bias" [id=1413, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/mlp/0/linear/0" [id=1414, metatype=PTLinearMetatype, type=linear]; +"features/5/14/mlp/1/gelu/0" [id=1415, metatype=PTGELUMetatype, type=gelu]; +"features/5/14/mlp/2/dropout/0" [id=1416, metatype=PTDropoutMetatype, type=dropout]; +"features.5.14.mlp.3.weight" [id=1417, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.mlp.3.bias" [id=1418, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/mlp/3/linear/0" [id=1419, metatype=PTLinearMetatype, type=linear]; +"features/5/14/mlp/4/dropout/0" [id=1420, metatype=PTDropoutMetatype, type=dropout]; +"features.5.14.norm2.weight" [id=1421, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.14.norm2.bias" [id=1422, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/14/norm2/layer_norm/0" [id=1423, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/14/add/1" [id=1424, metatype=PTAddMetatype, type=add]; +"features.5.15.attn.relative_coords_table" [id=1425, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.attn.cpb_mlp.0.weight" [id=1426, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.attn.cpb_mlp.0.bias" [id=1427, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/attn/cpb_mlp/0/linear/0" [id=1428, metatype=PTLinearMetatype, type=linear]; +"features/5/15/attn/cpb_mlp/1/relu_/0" [id=1429, metatype=PTRELUMetatype, type=relu_]; +"features.5.15.attn.cpb_mlp.2.weight" [id=1430, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/attn/cpb_mlp/2/linear/0" [id=1431, metatype=PTLinearMetatype, type=linear]; +"features/5/15/attn/view/0" [id=1432, metatype=PTReshapeMetatype, type=view]; +"features.5.15.attn.relative_position_index" [id=1433, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/attn/__getitem__/0" [id=1434, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/15/attn/view/1" [id=1435, metatype=PTReshapeMetatype, type=view]; +"features/5/15/attn/permute/0" [id=1436, metatype=PTTransposeMetatype, type=permute]; +"features/5/15/attn/contiguous/0" [id=1437, metatype=PTNoopMetatype, type=contiguous]; +"features/5/15/attn/unsqueeze/0" [id=1438, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/15/attn/sigmoid/0" [id=1439, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/15/attn/mul/0" [id=1440, metatype=PTMulMetatype, type=mul]; +"features/5/15/attn/pad/0" [id=1441, metatype=PTPadMetatype, type=pad]; +"features/5/15/attn/view/2" [id=1442, metatype=PTReshapeMetatype, type=view]; +"features/5/15/attn/permute/1" [id=1443, metatype=PTTransposeMetatype, type=permute]; +"features/5/15/attn/reshape/0" [id=1444, metatype=PTReshapeMetatype, type=reshape]; +"features.5.15.attn.qkv.bias" [id=1445, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/attn/clone/0" [id=1446, metatype=PTNoopMetatype, type=clone]; +"features/5/15/attn/numel/0" [id=1447, metatype=UnknownMetatype, type=numel]; +"features/5/15/attn/__getitem__/1" [id=1448, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/15/attn/zero_/0" [id=1449, metatype=UnknownMetatype, type=zero_]; +"features.5.15.attn.qkv.weight" [id=1450, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/attn/linear/0" [id=1451, metatype=PTLinearMetatype, type=linear]; +"features/5/15/attn/reshape/1" [id=1452, metatype=PTReshapeMetatype, type=reshape]; +"features/5/15/attn/permute/2" [id=1453, metatype=PTTransposeMetatype, type=permute]; +"features/5/15/attn/__getitem__/2" [id=1454, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/15/attn/__getitem__/3" [id=1455, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/15/attn/__getitem__/4" [id=1456, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/15/attn/normalize/0" [id=1457, metatype=PTReduceL2, type=normalize]; +"features/5/15/attn/normalize/1" [id=1458, metatype=PTReduceL2, type=normalize]; +"features/5/15/attn/transpose/0" [id=1459, metatype=PTTransposeMetatype, type=transpose]; +"features/5/15/attn/matmul/0" [id=1460, metatype=PTMatMulMetatype, type=matmul]; +"features.5.15.attn.logit_scale" [id=1461, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/attn/clamp/0" [id=1462, metatype=UnknownMetatype, type=clamp]; +"features/5/15/attn/exp/0" [id=1463, metatype=PTExpMetatype, type=exp]; +"features/5/15/attn/mul/1" [id=1464, metatype=PTMulMetatype, type=mul]; +"features/5/15/attn/add/0" [id=1465, metatype=PTAddMetatype, type=add]; +"features/5/15/attn/softmax/0" [id=1466, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/15/attn/dropout/0" [id=1467, metatype=PTDropoutMetatype, type=dropout]; +"features/5/15/attn/matmul/1" [id=1468, metatype=PTMatMulMetatype, type=matmul]; +"features/5/15/attn/transpose/1" [id=1469, metatype=PTTransposeMetatype, type=transpose]; +"features/5/15/attn/reshape/2" [id=1470, metatype=PTReshapeMetatype, type=reshape]; +"features.5.15.attn.proj.weight" [id=1471, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.attn.proj.bias" [id=1472, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/attn/linear/1" [id=1473, metatype=PTLinearMetatype, type=linear]; +"features/5/15/attn/dropout/1" [id=1474, metatype=PTDropoutMetatype, type=dropout]; +"features/5/15/attn/view/3" [id=1475, metatype=PTReshapeMetatype, type=view]; +"features/5/15/attn/permute/3" [id=1476, metatype=PTTransposeMetatype, type=permute]; +"features/5/15/attn/reshape/3" [id=1477, metatype=PTReshapeMetatype, type=reshape]; +"features/5/15/attn/__getitem__/5" [id=1478, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/15/attn/contiguous/1" [id=1479, metatype=PTNoopMetatype, type=contiguous]; +"features.5.15.norm1.weight" [id=1480, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.norm1.bias" [id=1481, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/norm1/layer_norm/0" [id=1482, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/15/add/0" [id=1483, metatype=PTAddMetatype, type=add]; +"features.5.15.mlp.0.weight" [id=1484, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.mlp.0.bias" [id=1485, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/mlp/0/linear/0" [id=1486, metatype=PTLinearMetatype, type=linear]; +"features/5/15/mlp/1/gelu/0" [id=1487, metatype=PTGELUMetatype, type=gelu]; +"features/5/15/mlp/2/dropout/0" [id=1488, metatype=PTDropoutMetatype, type=dropout]; +"features.5.15.mlp.3.weight" [id=1489, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.mlp.3.bias" [id=1490, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/mlp/3/linear/0" [id=1491, metatype=PTLinearMetatype, type=linear]; +"features/5/15/mlp/4/dropout/0" [id=1492, metatype=PTDropoutMetatype, type=dropout]; +"features.5.15.norm2.weight" [id=1493, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.15.norm2.bias" [id=1494, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/15/norm2/layer_norm/0" [id=1495, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/15/add/1" [id=1496, metatype=PTAddMetatype, type=add]; +"features.5.16.attn.relative_coords_table" [id=1497, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.attn.cpb_mlp.0.weight" [id=1498, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.attn.cpb_mlp.0.bias" [id=1499, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/attn/cpb_mlp/0/linear/0" [id=1500, metatype=PTLinearMetatype, type=linear]; +"features/5/16/attn/cpb_mlp/1/relu_/0" [id=1501, metatype=PTRELUMetatype, type=relu_]; +"features.5.16.attn.cpb_mlp.2.weight" [id=1502, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/attn/cpb_mlp/2/linear/0" [id=1503, metatype=PTLinearMetatype, type=linear]; +"features/5/16/attn/view/0" [id=1504, metatype=PTReshapeMetatype, type=view]; +"features.5.16.attn.relative_position_index" [id=1505, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/attn/__getitem__/0" [id=1506, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/16/attn/view/1" [id=1507, metatype=PTReshapeMetatype, type=view]; +"features/5/16/attn/permute/0" [id=1508, metatype=PTTransposeMetatype, type=permute]; +"features/5/16/attn/contiguous/0" [id=1509, metatype=PTNoopMetatype, type=contiguous]; +"features/5/16/attn/unsqueeze/0" [id=1510, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/16/attn/sigmoid/0" [id=1511, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/16/attn/mul/0" [id=1512, metatype=PTMulMetatype, type=mul]; +"features/5/16/attn/pad/0" [id=1513, metatype=PTPadMetatype, type=pad]; +"features/5/16/attn/view/2" [id=1514, metatype=PTReshapeMetatype, type=view]; +"features/5/16/attn/permute/1" [id=1515, metatype=PTTransposeMetatype, type=permute]; +"features/5/16/attn/reshape/0" [id=1516, metatype=PTReshapeMetatype, type=reshape]; +"features.5.16.attn.qkv.bias" [id=1517, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/attn/clone/0" [id=1518, metatype=PTNoopMetatype, type=clone]; +"features/5/16/attn/numel/0" [id=1519, metatype=UnknownMetatype, type=numel]; +"features/5/16/attn/__getitem__/1" [id=1520, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/16/attn/zero_/0" [id=1521, metatype=UnknownMetatype, type=zero_]; +"features.5.16.attn.qkv.weight" [id=1522, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/attn/linear/0" [id=1523, metatype=PTLinearMetatype, type=linear]; +"features/5/16/attn/reshape/1" [id=1524, metatype=PTReshapeMetatype, type=reshape]; +"features/5/16/attn/permute/2" [id=1525, metatype=PTTransposeMetatype, type=permute]; +"features/5/16/attn/__getitem__/2" [id=1526, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/16/attn/__getitem__/3" [id=1527, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/16/attn/__getitem__/4" [id=1528, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/16/attn/normalize/0" [id=1529, metatype=PTReduceL2, type=normalize]; +"features/5/16/attn/normalize/1" [id=1530, metatype=PTReduceL2, type=normalize]; +"features/5/16/attn/transpose/0" [id=1531, metatype=PTTransposeMetatype, type=transpose]; +"features/5/16/attn/matmul/0" [id=1532, metatype=PTMatMulMetatype, type=matmul]; +"features.5.16.attn.logit_scale" [id=1533, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/attn/clamp/0" [id=1534, metatype=UnknownMetatype, type=clamp]; +"features/5/16/attn/exp/0" [id=1535, metatype=PTExpMetatype, type=exp]; +"features/5/16/attn/mul/1" [id=1536, metatype=PTMulMetatype, type=mul]; +"features/5/16/attn/add/0" [id=1537, metatype=PTAddMetatype, type=add]; +"features/5/16/attn/softmax/0" [id=1538, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/16/attn/dropout/0" [id=1539, metatype=PTDropoutMetatype, type=dropout]; +"features/5/16/attn/matmul/1" [id=1540, metatype=PTMatMulMetatype, type=matmul]; +"features/5/16/attn/transpose/1" [id=1541, metatype=PTTransposeMetatype, type=transpose]; +"features/5/16/attn/reshape/2" [id=1542, metatype=PTReshapeMetatype, type=reshape]; +"features.5.16.attn.proj.weight" [id=1543, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.attn.proj.bias" [id=1544, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/attn/linear/1" [id=1545, metatype=PTLinearMetatype, type=linear]; +"features/5/16/attn/dropout/1" [id=1546, metatype=PTDropoutMetatype, type=dropout]; +"features/5/16/attn/view/3" [id=1547, metatype=PTReshapeMetatype, type=view]; +"features/5/16/attn/permute/3" [id=1548, metatype=PTTransposeMetatype, type=permute]; +"features/5/16/attn/reshape/3" [id=1549, metatype=PTReshapeMetatype, type=reshape]; +"features/5/16/attn/__getitem__/5" [id=1550, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/16/attn/contiguous/1" [id=1551, metatype=PTNoopMetatype, type=contiguous]; +"features.5.16.norm1.weight" [id=1552, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.norm1.bias" [id=1553, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/norm1/layer_norm/0" [id=1554, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/16/add/0" [id=1555, metatype=PTAddMetatype, type=add]; +"features.5.16.mlp.0.weight" [id=1556, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.mlp.0.bias" [id=1557, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/mlp/0/linear/0" [id=1558, metatype=PTLinearMetatype, type=linear]; +"features/5/16/mlp/1/gelu/0" [id=1559, metatype=PTGELUMetatype, type=gelu]; +"features/5/16/mlp/2/dropout/0" [id=1560, metatype=PTDropoutMetatype, type=dropout]; +"features.5.16.mlp.3.weight" [id=1561, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.mlp.3.bias" [id=1562, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/mlp/3/linear/0" [id=1563, metatype=PTLinearMetatype, type=linear]; +"features/5/16/mlp/4/dropout/0" [id=1564, metatype=PTDropoutMetatype, type=dropout]; +"features.5.16.norm2.weight" [id=1565, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.16.norm2.bias" [id=1566, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/16/norm2/layer_norm/0" [id=1567, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/16/add/1" [id=1568, metatype=PTAddMetatype, type=add]; +"features.5.17.attn.relative_coords_table" [id=1569, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.attn.cpb_mlp.0.weight" [id=1570, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.attn.cpb_mlp.0.bias" [id=1571, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/attn/cpb_mlp/0/linear/0" [id=1572, metatype=PTLinearMetatype, type=linear]; +"features/5/17/attn/cpb_mlp/1/relu_/0" [id=1573, metatype=PTRELUMetatype, type=relu_]; +"features.5.17.attn.cpb_mlp.2.weight" [id=1574, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/attn/cpb_mlp/2/linear/0" [id=1575, metatype=PTLinearMetatype, type=linear]; +"features/5/17/attn/view/0" [id=1576, metatype=PTReshapeMetatype, type=view]; +"features.5.17.attn.relative_position_index" [id=1577, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/attn/__getitem__/0" [id=1578, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/17/attn/view/1" [id=1579, metatype=PTReshapeMetatype, type=view]; +"features/5/17/attn/permute/0" [id=1580, metatype=PTTransposeMetatype, type=permute]; +"features/5/17/attn/contiguous/0" [id=1581, metatype=PTNoopMetatype, type=contiguous]; +"features/5/17/attn/unsqueeze/0" [id=1582, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/5/17/attn/sigmoid/0" [id=1583, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/5/17/attn/mul/0" [id=1584, metatype=PTMulMetatype, type=mul]; +"features/5/17/attn/pad/0" [id=1585, metatype=PTPadMetatype, type=pad]; +"features/5/17/attn/view/2" [id=1586, metatype=PTReshapeMetatype, type=view]; +"features/5/17/attn/permute/1" [id=1587, metatype=PTTransposeMetatype, type=permute]; +"features/5/17/attn/reshape/0" [id=1588, metatype=PTReshapeMetatype, type=reshape]; +"features.5.17.attn.qkv.bias" [id=1589, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/attn/clone/0" [id=1590, metatype=PTNoopMetatype, type=clone]; +"features/5/17/attn/numel/0" [id=1591, metatype=UnknownMetatype, type=numel]; +"features/5/17/attn/__getitem__/1" [id=1592, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/17/attn/zero_/0" [id=1593, metatype=UnknownMetatype, type=zero_]; +"features.5.17.attn.qkv.weight" [id=1594, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/attn/linear/0" [id=1595, metatype=PTLinearMetatype, type=linear]; +"features/5/17/attn/reshape/1" [id=1596, metatype=PTReshapeMetatype, type=reshape]; +"features/5/17/attn/permute/2" [id=1597, metatype=PTTransposeMetatype, type=permute]; +"features/5/17/attn/__getitem__/2" [id=1598, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/17/attn/__getitem__/3" [id=1599, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/17/attn/__getitem__/4" [id=1600, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/17/attn/normalize/0" [id=1601, metatype=PTReduceL2, type=normalize]; +"features/5/17/attn/normalize/1" [id=1602, metatype=PTReduceL2, type=normalize]; +"features/5/17/attn/transpose/0" [id=1603, metatype=PTTransposeMetatype, type=transpose]; +"features/5/17/attn/matmul/0" [id=1604, metatype=PTMatMulMetatype, type=matmul]; +"features.5.17.attn.logit_scale" [id=1605, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/attn/clamp/0" [id=1606, metatype=UnknownMetatype, type=clamp]; +"features/5/17/attn/exp/0" [id=1607, metatype=PTExpMetatype, type=exp]; +"features/5/17/attn/mul/1" [id=1608, metatype=PTMulMetatype, type=mul]; +"features/5/17/attn/add/0" [id=1609, metatype=PTAddMetatype, type=add]; +"features/5/17/attn/softmax/0" [id=1610, metatype=PTSoftmaxMetatype, type=softmax]; +"features/5/17/attn/dropout/0" [id=1611, metatype=PTDropoutMetatype, type=dropout]; +"features/5/17/attn/matmul/1" [id=1612, metatype=PTMatMulMetatype, type=matmul]; +"features/5/17/attn/transpose/1" [id=1613, metatype=PTTransposeMetatype, type=transpose]; +"features/5/17/attn/reshape/2" [id=1614, metatype=PTReshapeMetatype, type=reshape]; +"features.5.17.attn.proj.weight" [id=1615, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.attn.proj.bias" [id=1616, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/attn/linear/1" [id=1617, metatype=PTLinearMetatype, type=linear]; +"features/5/17/attn/dropout/1" [id=1618, metatype=PTDropoutMetatype, type=dropout]; +"features/5/17/attn/view/3" [id=1619, metatype=PTReshapeMetatype, type=view]; +"features/5/17/attn/permute/3" [id=1620, metatype=PTTransposeMetatype, type=permute]; +"features/5/17/attn/reshape/3" [id=1621, metatype=PTReshapeMetatype, type=reshape]; +"features/5/17/attn/__getitem__/5" [id=1622, metatype=PTGatherMetatype, type=__getitem__]; +"features/5/17/attn/contiguous/1" [id=1623, metatype=PTNoopMetatype, type=contiguous]; +"features.5.17.norm1.weight" [id=1624, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.norm1.bias" [id=1625, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/norm1/layer_norm/0" [id=1626, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/17/add/0" [id=1627, metatype=PTAddMetatype, type=add]; +"features.5.17.mlp.0.weight" [id=1628, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.mlp.0.bias" [id=1629, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/mlp/0/linear/0" [id=1630, metatype=PTLinearMetatype, type=linear]; +"features/5/17/mlp/1/gelu/0" [id=1631, metatype=PTGELUMetatype, type=gelu]; +"features/5/17/mlp/2/dropout/0" [id=1632, metatype=PTDropoutMetatype, type=dropout]; +"features.5.17.mlp.3.weight" [id=1633, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.mlp.3.bias" [id=1634, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/mlp/3/linear/0" [id=1635, metatype=PTLinearMetatype, type=linear]; +"features/5/17/mlp/4/dropout/0" [id=1636, metatype=PTDropoutMetatype, type=dropout]; +"features.5.17.norm2.weight" [id=1637, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.17.norm2.bias" [id=1638, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/17/norm2/layer_norm/0" [id=1639, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/5/17/add/1" [id=1640, metatype=PTAddMetatype, type=add]; +"features/6/pad/0" [id=1641, metatype=PTPadMetatype, type=pad]; +"features/6/__getitem__/0" [id=1642, metatype=PTGatherMetatype, type=__getitem__]; +"features/6/__getitem__/1" [id=1643, metatype=PTGatherMetatype, type=__getitem__]; +"features/6/__getitem__/2" [id=1644, metatype=PTGatherMetatype, type=__getitem__]; +"features/6/__getitem__/3" [id=1645, metatype=PTGatherMetatype, type=__getitem__]; +"features/6/cat/0" [id=1646, metatype=PTCatMetatype, type=cat]; +"features.6.reduction.weight" [id=1647, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/reduction/linear/0" [id=1648, metatype=PTLinearMetatype, type=linear]; +"features.6.norm.weight" [id=1649, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.6.norm.bias" [id=1650, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/6/norm/layer_norm/0" [id=1651, metatype=PTLayerNormMetatype, type=layer_norm]; +"features.7.0.attn.relative_coords_table" [id=1652, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.attn.cpb_mlp.0.weight" [id=1653, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.attn.cpb_mlp.0.bias" [id=1654, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/attn/cpb_mlp/0/linear/0" [id=1655, metatype=PTLinearMetatype, type=linear]; +"features/7/0/attn/cpb_mlp/1/relu_/0" [id=1656, metatype=PTRELUMetatype, type=relu_]; +"features.7.0.attn.cpb_mlp.2.weight" [id=1657, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/attn/cpb_mlp/2/linear/0" [id=1658, metatype=PTLinearMetatype, type=linear]; +"features/7/0/attn/view/0" [id=1659, metatype=PTReshapeMetatype, type=view]; +"features.7.0.attn.relative_position_index" [id=1660, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/attn/__getitem__/0" [id=1661, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/0/attn/view/1" [id=1662, metatype=PTReshapeMetatype, type=view]; +"features/7/0/attn/permute/0" [id=1663, metatype=PTTransposeMetatype, type=permute]; +"features/7/0/attn/contiguous/0" [id=1664, metatype=PTNoopMetatype, type=contiguous]; +"features/7/0/attn/unsqueeze/0" [id=1665, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/7/0/attn/sigmoid/0" [id=1666, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/7/0/attn/mul/0" [id=1667, metatype=PTMulMetatype, type=mul]; +"features/7/0/attn/pad/0" [id=1668, metatype=PTPadMetatype, type=pad]; +"features/7/0/attn/view/2" [id=1669, metatype=PTReshapeMetatype, type=view]; +"features/7/0/attn/permute/1" [id=1670, metatype=PTTransposeMetatype, type=permute]; +"features/7/0/attn/reshape/0" [id=1671, metatype=PTReshapeMetatype, type=reshape]; +"features.7.0.attn.qkv.bias" [id=1672, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/attn/clone/0" [id=1673, metatype=PTNoopMetatype, type=clone]; +"features/7/0/attn/numel/0" [id=1674, metatype=UnknownMetatype, type=numel]; +"features/7/0/attn/__getitem__/1" [id=1675, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/0/attn/zero_/0" [id=1676, metatype=UnknownMetatype, type=zero_]; +"features.7.0.attn.qkv.weight" [id=1677, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/attn/linear/0" [id=1678, metatype=PTLinearMetatype, type=linear]; +"features/7/0/attn/reshape/1" [id=1679, metatype=PTReshapeMetatype, type=reshape]; +"features/7/0/attn/permute/2" [id=1680, metatype=PTTransposeMetatype, type=permute]; +"features/7/0/attn/__getitem__/2" [id=1681, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/0/attn/__getitem__/3" [id=1682, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/0/attn/__getitem__/4" [id=1683, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/0/attn/normalize/0" [id=1684, metatype=PTReduceL2, type=normalize]; +"features/7/0/attn/normalize/1" [id=1685, metatype=PTReduceL2, type=normalize]; +"features/7/0/attn/transpose/0" [id=1686, metatype=PTTransposeMetatype, type=transpose]; +"features/7/0/attn/matmul/0" [id=1687, metatype=PTMatMulMetatype, type=matmul]; +"features.7.0.attn.logit_scale" [id=1688, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/attn/clamp/0" [id=1689, metatype=UnknownMetatype, type=clamp]; +"features/7/0/attn/exp/0" [id=1690, metatype=PTExpMetatype, type=exp]; +"features/7/0/attn/mul/1" [id=1691, metatype=PTMulMetatype, type=mul]; +"features/7/0/attn/add/0" [id=1692, metatype=PTAddMetatype, type=add]; +"features/7/0/attn/softmax/0" [id=1693, metatype=PTSoftmaxMetatype, type=softmax]; +"features/7/0/attn/dropout/0" [id=1694, metatype=PTDropoutMetatype, type=dropout]; +"features/7/0/attn/matmul/1" [id=1695, metatype=PTMatMulMetatype, type=matmul]; +"features/7/0/attn/transpose/1" [id=1696, metatype=PTTransposeMetatype, type=transpose]; +"features/7/0/attn/reshape/2" [id=1697, metatype=PTReshapeMetatype, type=reshape]; +"features.7.0.attn.proj.weight" [id=1698, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.attn.proj.bias" [id=1699, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/attn/linear/1" [id=1700, metatype=PTLinearMetatype, type=linear]; +"features/7/0/attn/dropout/1" [id=1701, metatype=PTDropoutMetatype, type=dropout]; +"features/7/0/attn/view/3" [id=1702, metatype=PTReshapeMetatype, type=view]; +"features/7/0/attn/permute/3" [id=1703, metatype=PTTransposeMetatype, type=permute]; +"features/7/0/attn/reshape/3" [id=1704, metatype=PTReshapeMetatype, type=reshape]; +"features/7/0/attn/__getitem__/5" [id=1705, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/0/attn/contiguous/1" [id=1706, metatype=PTNoopMetatype, type=contiguous]; +"features.7.0.norm1.weight" [id=1707, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.norm1.bias" [id=1708, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/norm1/layer_norm/0" [id=1709, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/7/0/add/0" [id=1710, metatype=PTAddMetatype, type=add]; +"features.7.0.mlp.0.weight" [id=1711, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.mlp.0.bias" [id=1712, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/mlp/0/linear/0" [id=1713, metatype=PTLinearMetatype, type=linear]; +"features/7/0/mlp/1/gelu/0" [id=1714, metatype=PTGELUMetatype, type=gelu]; +"features/7/0/mlp/2/dropout/0" [id=1715, metatype=PTDropoutMetatype, type=dropout]; +"features.7.0.mlp.3.weight" [id=1716, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.mlp.3.bias" [id=1717, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/mlp/3/linear/0" [id=1718, metatype=PTLinearMetatype, type=linear]; +"features/7/0/mlp/4/dropout/0" [id=1719, metatype=PTDropoutMetatype, type=dropout]; +"features.7.0.norm2.weight" [id=1720, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.0.norm2.bias" [id=1721, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/0/norm2/layer_norm/0" [id=1722, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/7/0/add/1" [id=1723, metatype=PTAddMetatype, type=add]; +"features.7.1.attn.relative_coords_table" [id=1724, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.attn.cpb_mlp.0.weight" [id=1725, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.attn.cpb_mlp.0.bias" [id=1726, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/attn/cpb_mlp/0/linear/0" [id=1727, metatype=PTLinearMetatype, type=linear]; +"features/7/1/attn/cpb_mlp/1/relu_/0" [id=1728, metatype=PTRELUMetatype, type=relu_]; +"features.7.1.attn.cpb_mlp.2.weight" [id=1729, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/attn/cpb_mlp/2/linear/0" [id=1730, metatype=PTLinearMetatype, type=linear]; +"features/7/1/attn/view/0" [id=1731, metatype=PTReshapeMetatype, type=view]; +"features.7.1.attn.relative_position_index" [id=1732, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/attn/__getitem__/0" [id=1733, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/1/attn/view/1" [id=1734, metatype=PTReshapeMetatype, type=view]; +"features/7/1/attn/permute/0" [id=1735, metatype=PTTransposeMetatype, type=permute]; +"features/7/1/attn/contiguous/0" [id=1736, metatype=PTNoopMetatype, type=contiguous]; +"features/7/1/attn/unsqueeze/0" [id=1737, metatype=PTReshapeMetatype, type=unsqueeze]; +"features/7/1/attn/sigmoid/0" [id=1738, metatype=PTSigmoidMetatype, type=sigmoid]; +"features/7/1/attn/mul/0" [id=1739, metatype=PTMulMetatype, type=mul]; +"features/7/1/attn/pad/0" [id=1740, metatype=PTPadMetatype, type=pad]; +"features/7/1/attn/view/2" [id=1741, metatype=PTReshapeMetatype, type=view]; +"features/7/1/attn/permute/1" [id=1742, metatype=PTTransposeMetatype, type=permute]; +"features/7/1/attn/reshape/0" [id=1743, metatype=PTReshapeMetatype, type=reshape]; +"features.7.1.attn.qkv.bias" [id=1744, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/attn/clone/0" [id=1745, metatype=PTNoopMetatype, type=clone]; +"features/7/1/attn/numel/0" [id=1746, metatype=UnknownMetatype, type=numel]; +"features/7/1/attn/__getitem__/1" [id=1747, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/1/attn/zero_/0" [id=1748, metatype=UnknownMetatype, type=zero_]; +"features.7.1.attn.qkv.weight" [id=1749, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/attn/linear/0" [id=1750, metatype=PTLinearMetatype, type=linear]; +"features/7/1/attn/reshape/1" [id=1751, metatype=PTReshapeMetatype, type=reshape]; +"features/7/1/attn/permute/2" [id=1752, metatype=PTTransposeMetatype, type=permute]; +"features/7/1/attn/__getitem__/2" [id=1753, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/1/attn/__getitem__/3" [id=1754, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/1/attn/__getitem__/4" [id=1755, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/1/attn/normalize/0" [id=1756, metatype=PTReduceL2, type=normalize]; +"features/7/1/attn/normalize/1" [id=1757, metatype=PTReduceL2, type=normalize]; +"features/7/1/attn/transpose/0" [id=1758, metatype=PTTransposeMetatype, type=transpose]; +"features/7/1/attn/matmul/0" [id=1759, metatype=PTMatMulMetatype, type=matmul]; +"features.7.1.attn.logit_scale" [id=1760, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/attn/clamp/0" [id=1761, metatype=UnknownMetatype, type=clamp]; +"features/7/1/attn/exp/0" [id=1762, metatype=PTExpMetatype, type=exp]; +"features/7/1/attn/mul/1" [id=1763, metatype=PTMulMetatype, type=mul]; +"features/7/1/attn/add/0" [id=1764, metatype=PTAddMetatype, type=add]; +"features/7/1/attn/softmax/0" [id=1765, metatype=PTSoftmaxMetatype, type=softmax]; +"features/7/1/attn/dropout/0" [id=1766, metatype=PTDropoutMetatype, type=dropout]; +"features/7/1/attn/matmul/1" [id=1767, metatype=PTMatMulMetatype, type=matmul]; +"features/7/1/attn/transpose/1" [id=1768, metatype=PTTransposeMetatype, type=transpose]; +"features/7/1/attn/reshape/2" [id=1769, metatype=PTReshapeMetatype, type=reshape]; +"features.7.1.attn.proj.weight" [id=1770, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.attn.proj.bias" [id=1771, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/attn/linear/1" [id=1772, metatype=PTLinearMetatype, type=linear]; +"features/7/1/attn/dropout/1" [id=1773, metatype=PTDropoutMetatype, type=dropout]; +"features/7/1/attn/view/3" [id=1774, metatype=PTReshapeMetatype, type=view]; +"features/7/1/attn/permute/3" [id=1775, metatype=PTTransposeMetatype, type=permute]; +"features/7/1/attn/reshape/3" [id=1776, metatype=PTReshapeMetatype, type=reshape]; +"features/7/1/attn/__getitem__/5" [id=1777, metatype=PTGatherMetatype, type=__getitem__]; +"features/7/1/attn/contiguous/1" [id=1778, metatype=PTNoopMetatype, type=contiguous]; +"features.7.1.norm1.weight" [id=1779, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.norm1.bias" [id=1780, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/norm1/layer_norm/0" [id=1781, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/7/1/add/0" [id=1782, metatype=PTAddMetatype, type=add]; +"features.7.1.mlp.0.weight" [id=1783, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.mlp.0.bias" [id=1784, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/mlp/0/linear/0" [id=1785, metatype=PTLinearMetatype, type=linear]; +"features/7/1/mlp/1/gelu/0" [id=1786, metatype=PTGELUMetatype, type=gelu]; +"features/7/1/mlp/2/dropout/0" [id=1787, metatype=PTDropoutMetatype, type=dropout]; +"features.7.1.mlp.3.weight" [id=1788, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.mlp.3.bias" [id=1789, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/mlp/3/linear/0" [id=1790, metatype=PTLinearMetatype, type=linear]; +"features/7/1/mlp/4/dropout/0" [id=1791, metatype=PTDropoutMetatype, type=dropout]; +"features.7.1.norm2.weight" [id=1792, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.1.norm2.bias" [id=1793, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/1/norm2/layer_norm/0" [id=1794, metatype=PTLayerNormMetatype, type=layer_norm]; +"features/7/1/add/1" [id=1795, metatype=PTAddMetatype, type=add]; +"norm.weight" [id=1796, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"norm.bias" [id=1797, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"norm/layer_norm/0" [id=1798, metatype=PTLayerNormMetatype, type=layer_norm]; +"permute/permute/0" [id=1799, metatype=PTTransposeMetatype, type=permute]; +"avgpool/adaptive_avg_pool2d/0" [id=1800, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"flatten/flatten/0" [id=1801, metatype=PTReshapeMetatype, type=flatten]; +"head.weight" [id=1802, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"head.bias" [id=1803, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"head/linear/0" [id=1804, metatype=PTLinearMetatype, type=linear]; +output [id=1805, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "features/0/0/conv2d/0" [dtype=float, shape="(1, 3, 64, 64)"]; +"features.0.0.weight" -> "features/0/0/conv2d/0" [dtype=float, shape="(128, 3, 4, 4)"]; +"features.0.0.bias" -> "features/0/0/conv2d/0" [dtype=float, shape="(128,)"]; +"features/0/0/conv2d/0" -> "features/0/1/permute/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/0/1/permute/0" -> "features/0/2/layer_norm/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features.0.2.weight" -> "features/0/2/layer_norm/0" [dtype=float, shape="(128,)"]; +"features.0.2.bias" -> "features/0/2/layer_norm/0" [dtype=float, shape="(128,)"]; +"features/0/2/layer_norm/0" -> "features/1/0/attn/pad/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/0/2/layer_norm/0" -> "features/1/0/add/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features.1.0.attn.relative_coords_table" -> "features/1/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.1.0.attn.cpb_mlp.0.weight" -> "features/1/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.1.0.attn.cpb_mlp.0.bias" -> "features/1/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/1/0/attn/cpb_mlp/0/linear/0" -> "features/1/0/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/1/0/attn/cpb_mlp/1/relu_/0" -> "features/1/0/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.1.0.attn.cpb_mlp.2.weight" -> "features/1/0/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(4, 512)"]; +"features/1/0/attn/cpb_mlp/2/linear/0" -> "features/1/0/attn/view/0" [dtype=float, shape="(1, 15, 15, 4)"]; +"features/1/0/attn/view/0" -> "features/1/0/attn/__getitem__/0" [dtype=float, shape="(225, 4)"]; +"features.1.0.attn.relative_position_index" -> "features/1/0/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/1/0/attn/__getitem__/0" -> "features/1/0/attn/view/1" [dtype=float, shape="(4096, 4)"]; +"features/1/0/attn/view/1" -> "features/1/0/attn/permute/0" [dtype=float, shape="(64, 64, 4)"]; +"features/1/0/attn/permute/0" -> "features/1/0/attn/contiguous/0" [dtype=float, shape="(4, 64, 64)"]; +"features/1/0/attn/contiguous/0" -> "features/1/0/attn/unsqueeze/0" [dtype=float, shape="(4, 64, 64)"]; +"features/1/0/attn/unsqueeze/0" -> "features/1/0/attn/sigmoid/0" [dtype=float, shape="(1, 4, 64, 64)"]; +"features/1/0/attn/sigmoid/0" -> "features/1/0/attn/mul/0" [dtype=float, shape="(1, 4, 64, 64)"]; +"features/1/0/attn/mul/0" -> "features/1/0/attn/add/0" [dtype=float, shape="(1, 4, 64, 64)"]; +"features/1/0/attn/pad/0" -> "features/1/0/attn/view/2" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/0/attn/view/2" -> "features/1/0/attn/permute/1" [dtype=float, shape="(1, 2, 8, 2, 8, 128)"]; +"features/1/0/attn/permute/1" -> "features/1/0/attn/reshape/0" [dtype=float, shape="(1, 2, 2, 8, 8, 128)"]; +"features/1/0/attn/reshape/0" -> "features/1/0/attn/linear/0" [dtype=float, shape="(4, 64, 128)"]; +"features.1.0.attn.qkv.bias" -> "features/1/0/attn/clone/0" [dtype=float, shape="(384,)"]; +"features/1/0/attn/clone/0" -> "features/1/0/attn/numel/0" [dtype=float, shape="(384,)"]; +"features/1/0/attn/clone/0" -> "features/1/0/attn/__getitem__/1" [dtype=float, shape="(384,)"]; +"features/1/0/attn/clone/0" -> "features/1/0/attn/linear/0" [dtype=float, shape="(384,)"]; +"features/1/0/attn/__getitem__/1" -> "features/1/0/attn/zero_/0" [dtype=float, shape="(128,)"]; +"features.1.0.attn.qkv.weight" -> "features/1/0/attn/linear/0" [dtype=float, shape="(384, 128)"]; +"features/1/0/attn/linear/0" -> "features/1/0/attn/reshape/1" [dtype=float, shape="(4, 64, 384)"]; +"features/1/0/attn/reshape/1" -> "features/1/0/attn/permute/2" [dtype=float, shape="(4, 64, 3, 4, 32)"]; +"features/1/0/attn/permute/2" -> "features/1/0/attn/__getitem__/2" [dtype=float, shape="(3, 4, 4, 64, 32)"]; +"features/1/0/attn/permute/2" -> "features/1/0/attn/__getitem__/3" [dtype=float, shape="(3, 4, 4, 64, 32)"]; +"features/1/0/attn/permute/2" -> "features/1/0/attn/__getitem__/4" [dtype=float, shape="(3, 4, 4, 64, 32)"]; +"features/1/0/attn/__getitem__/2" -> "features/1/0/attn/normalize/0" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/0/attn/__getitem__/3" -> "features/1/0/attn/normalize/1" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/0/attn/__getitem__/4" -> "features/1/0/attn/matmul/1" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/0/attn/normalize/0" -> "features/1/0/attn/matmul/0" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/0/attn/normalize/1" -> "features/1/0/attn/transpose/0" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/0/attn/transpose/0" -> "features/1/0/attn/matmul/0" [dtype=float, shape="(4, 4, 32, 64)"]; +"features/1/0/attn/matmul/0" -> "features/1/0/attn/mul/1" [dtype=float, shape="(4, 4, 64, 64)"]; +"features.1.0.attn.logit_scale" -> "features/1/0/attn/clamp/0" [dtype=float, shape="(4, 1, 1)"]; +"features/1/0/attn/clamp/0" -> "features/1/0/attn/exp/0" [dtype=float, shape="(4, 1, 1)"]; +"features/1/0/attn/exp/0" -> "features/1/0/attn/mul/1" [dtype=float, shape="(4, 1, 1)"]; +"features/1/0/attn/mul/1" -> "features/1/0/attn/add/0" [dtype=float, shape="(4, 4, 64, 64)"]; +"features/1/0/attn/add/0" -> "features/1/0/attn/softmax/0" [dtype=float, shape="(4, 4, 64, 64)"]; +"features/1/0/attn/softmax/0" -> "features/1/0/attn/dropout/0" [dtype=float, shape="(4, 4, 64, 64)"]; +"features/1/0/attn/dropout/0" -> "features/1/0/attn/matmul/1" [dtype=float, shape="(4, 4, 64, 64)"]; +"features/1/0/attn/matmul/1" -> "features/1/0/attn/transpose/1" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/0/attn/transpose/1" -> "features/1/0/attn/reshape/2" [dtype=float, shape="(4, 64, 4, 32)"]; +"features/1/0/attn/reshape/2" -> "features/1/0/attn/linear/1" [dtype=float, shape="(4, 64, 128)"]; +"features.1.0.attn.proj.weight" -> "features/1/0/attn/linear/1" [dtype=float, shape="(128, 128)"]; +"features.1.0.attn.proj.bias" -> "features/1/0/attn/linear/1" [dtype=float, shape="(128,)"]; +"features/1/0/attn/linear/1" -> "features/1/0/attn/dropout/1" [dtype=float, shape="(4, 64, 128)"]; +"features/1/0/attn/dropout/1" -> "features/1/0/attn/view/3" [dtype=float, shape="(4, 64, 128)"]; +"features/1/0/attn/view/3" -> "features/1/0/attn/permute/3" [dtype=float, shape="(1, 2, 2, 8, 8, 128)"]; +"features/1/0/attn/permute/3" -> "features/1/0/attn/reshape/3" [dtype=float, shape="(1, 2, 8, 2, 8, 128)"]; +"features/1/0/attn/reshape/3" -> "features/1/0/attn/__getitem__/5" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/0/attn/__getitem__/5" -> "features/1/0/attn/contiguous/1" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/0/attn/contiguous/1" -> "features/1/0/norm1/layer_norm/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features.1.0.norm1.weight" -> "features/1/0/norm1/layer_norm/0" [dtype=float, shape="(128,)"]; +"features.1.0.norm1.bias" -> "features/1/0/norm1/layer_norm/0" [dtype=float, shape="(128,)"]; +"features/1/0/norm1/layer_norm/0" -> "features/1/0/add/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/0/add/0" -> "features/1/0/mlp/0/linear/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/0/add/0" -> "features/1/0/add/1" [dtype=float, shape="(1, 16, 16, 128)"]; +"features.1.0.mlp.0.weight" -> "features/1/0/mlp/0/linear/0" [dtype=float, shape="(512, 128)"]; +"features.1.0.mlp.0.bias" -> "features/1/0/mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/1/0/mlp/0/linear/0" -> "features/1/0/mlp/1/gelu/0" [dtype=float, shape="(1, 16, 16, 512)"]; +"features/1/0/mlp/1/gelu/0" -> "features/1/0/mlp/2/dropout/0" [dtype=float, shape="(1, 16, 16, 512)"]; +"features/1/0/mlp/2/dropout/0" -> "features/1/0/mlp/3/linear/0" [dtype=float, shape="(1, 16, 16, 512)"]; +"features.1.0.mlp.3.weight" -> "features/1/0/mlp/3/linear/0" [dtype=float, shape="(128, 512)"]; +"features.1.0.mlp.3.bias" -> "features/1/0/mlp/3/linear/0" [dtype=float, shape="(128,)"]; +"features/1/0/mlp/3/linear/0" -> "features/1/0/mlp/4/dropout/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/0/mlp/4/dropout/0" -> "features/1/0/norm2/layer_norm/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features.1.0.norm2.weight" -> "features/1/0/norm2/layer_norm/0" [dtype=float, shape="(128,)"]; +"features.1.0.norm2.bias" -> "features/1/0/norm2/layer_norm/0" [dtype=float, shape="(128,)"]; +"features/1/0/norm2/layer_norm/0" -> "features/1/0/add/1" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/0/add/1" -> "features/1/1/attn/pad/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/0/add/1" -> "features/1/1/add/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features.1.1.attn.relative_coords_table" -> "features/1/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.1.1.attn.cpb_mlp.0.weight" -> "features/1/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.1.1.attn.cpb_mlp.0.bias" -> "features/1/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/1/1/attn/cpb_mlp/0/linear/0" -> "features/1/1/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/1/1/attn/cpb_mlp/1/relu_/0" -> "features/1/1/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.1.1.attn.cpb_mlp.2.weight" -> "features/1/1/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(4, 512)"]; +"features/1/1/attn/cpb_mlp/2/linear/0" -> "features/1/1/attn/view/0" [dtype=float, shape="(1, 15, 15, 4)"]; +"features/1/1/attn/view/0" -> "features/1/1/attn/__getitem__/0" [dtype=float, shape="(225, 4)"]; +"features.1.1.attn.relative_position_index" -> "features/1/1/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/1/1/attn/__getitem__/0" -> "features/1/1/attn/view/1" [dtype=float, shape="(4096, 4)"]; +"features/1/1/attn/view/1" -> "features/1/1/attn/permute/0" [dtype=float, shape="(64, 64, 4)"]; +"features/1/1/attn/permute/0" -> "features/1/1/attn/contiguous/0" [dtype=float, shape="(4, 64, 64)"]; +"features/1/1/attn/contiguous/0" -> "features/1/1/attn/unsqueeze/0" [dtype=float, shape="(4, 64, 64)"]; +"features/1/1/attn/unsqueeze/0" -> "features/1/1/attn/sigmoid/0" [dtype=float, shape="(1, 4, 64, 64)"]; +"features/1/1/attn/sigmoid/0" -> "features/1/1/attn/mul/0" [dtype=float, shape="(1, 4, 64, 64)"]; +"features/1/1/attn/mul/0" -> "features/1/1/attn/add/0" [dtype=float, shape="(1, 4, 64, 64)"]; +"features/1/1/attn/pad/0" -> "features/1/1/attn/roll/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/1/attn/roll/0" -> "features/1/1/attn/view/2" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/1/attn/view/2" -> "features/1/1/attn/permute/1" [dtype=float, shape="(1, 2, 8, 2, 8, 128)"]; +"features/1/1/attn/permute/1" -> "features/1/1/attn/reshape/0" [dtype=float, shape="(1, 2, 2, 8, 8, 128)"]; +"features/1/1/attn/reshape/0" -> "features/1/1/attn/linear/0" [dtype=float, shape="(4, 64, 128)"]; +"features/1/1/attn/reshape/0" -> "features/1/1/attn/new_zeros/0" [dtype=float, shape="(4, 64, 128)"]; +"features.1.1.attn.qkv.bias" -> "features/1/1/attn/clone/0" [dtype=float, shape="(384,)"]; +"features/1/1/attn/clone/0" -> "features/1/1/attn/numel/0" [dtype=float, shape="(384,)"]; +"features/1/1/attn/clone/0" -> "features/1/1/attn/__getitem__/1" [dtype=float, shape="(384,)"]; +"features/1/1/attn/clone/0" -> "features/1/1/attn/linear/0" [dtype=float, shape="(384,)"]; +"features/1/1/attn/__getitem__/1" -> "features/1/1/attn/zero_/0" [dtype=float, shape="(128,)"]; +"features.1.1.attn.qkv.weight" -> "features/1/1/attn/linear/0" [dtype=float, shape="(384, 128)"]; +"features/1/1/attn/linear/0" -> "features/1/1/attn/reshape/1" [dtype=float, shape="(4, 64, 384)"]; +"features/1/1/attn/reshape/1" -> "features/1/1/attn/permute/2" [dtype=float, shape="(4, 64, 3, 4, 32)"]; +"features/1/1/attn/permute/2" -> "features/1/1/attn/__getitem__/2" [dtype=float, shape="(3, 4, 4, 64, 32)"]; +"features/1/1/attn/permute/2" -> "features/1/1/attn/__getitem__/3" [dtype=float, shape="(3, 4, 4, 64, 32)"]; +"features/1/1/attn/permute/2" -> "features/1/1/attn/__getitem__/4" [dtype=float, shape="(3, 4, 4, 64, 32)"]; +"features/1/1/attn/__getitem__/2" -> "features/1/1/attn/normalize/0" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/1/attn/__getitem__/3" -> "features/1/1/attn/normalize/1" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/1/attn/__getitem__/4" -> "features/1/1/attn/matmul/1" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/1/attn/normalize/0" -> "features/1/1/attn/matmul/0" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/1/attn/normalize/1" -> "features/1/1/attn/transpose/0" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/1/attn/transpose/0" -> "features/1/1/attn/matmul/0" [dtype=float, shape="(4, 4, 32, 64)"]; +"features/1/1/attn/matmul/0" -> "features/1/1/attn/mul/1" [dtype=float, shape="(4, 4, 64, 64)"]; +"features.1.1.attn.logit_scale" -> "features/1/1/attn/clamp/0" [dtype=float, shape="(4, 1, 1)"]; +"features/1/1/attn/clamp/0" -> "features/1/1/attn/exp/0" [dtype=float, shape="(4, 1, 1)"]; +"features/1/1/attn/exp/0" -> "features/1/1/attn/mul/1" [dtype=float, shape="(4, 1, 1)"]; +"features/1/1/attn/mul/1" -> "features/1/1/attn/add/0" [dtype=float, shape="(4, 4, 64, 64)"]; +"features/1/1/attn/add/0" -> "features/1/1/attn/view/4" [dtype=float, shape="(4, 4, 64, 64)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/__setitem__/0" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/__setitem__/1" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/__setitem__/2" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/__setitem__/3" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/__setitem__/4" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/__setitem__/5" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/__setitem__/6" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/__setitem__/7" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/__setitem__/8" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/new_zeros/0" -> "features/1/1/attn/view/3" [dtype=float, shape="(16, 16)"]; +"features/1/1/attn/view/3" -> "features/1/1/attn/permute/3" [dtype=float, shape="(2, 8, 2, 8)"]; +"features/1/1/attn/permute/3" -> "features/1/1/attn/reshape/2" [dtype=float, shape="(2, 2, 8, 8)"]; +"features/1/1/attn/reshape/2" -> "features/1/1/attn/unsqueeze/1" [dtype=float, shape="(4, 64)"]; +"features/1/1/attn/reshape/2" -> "features/1/1/attn/unsqueeze/2" [dtype=float, shape="(4, 64)"]; +"features/1/1/attn/unsqueeze/1" -> "features/1/1/attn/sub/0" [dtype=float, shape="(4, 1, 64)"]; +"features/1/1/attn/unsqueeze/2" -> "features/1/1/attn/sub/0" [dtype=float, shape="(4, 64, 1)"]; +"features/1/1/attn/sub/0" -> "features/1/1/attn/ne/0" [dtype=float, shape="(4, 64, 64)"]; +"features/1/1/attn/sub/0" -> "features/1/1/attn/masked_fill/0" [dtype=float, shape="(4, 64, 64)"]; +"features/1/1/attn/sub/0" -> "features/1/1/attn/__eq__/0" [dtype=float, shape="(4, 64, 64)"]; +"features/1/1/attn/ne/0" -> "features/1/1/attn/masked_fill/0" [dtype=int, shape="(4, 64, 64)"]; +"features/1/1/attn/masked_fill/0" -> "features/1/1/attn/masked_fill/1" [dtype=float, shape="(4, 64, 64)"]; +"features/1/1/attn/__eq__/0" -> "features/1/1/attn/masked_fill/1" [dtype=int, shape="(4, 64, 64)"]; +"features/1/1/attn/masked_fill/1" -> "features/1/1/attn/unsqueeze/3" [dtype=float, shape="(4, 64, 64)"]; +"features/1/1/attn/view/4" -> "features/1/1/attn/add/1" [dtype=float, shape="(1, 4, 4, 64, 64)"]; +"features/1/1/attn/unsqueeze/3" -> "features/1/1/attn/unsqueeze/4" [dtype=float, shape="(4, 1, 64, 64)"]; +"features/1/1/attn/unsqueeze/4" -> "features/1/1/attn/add/1" [dtype=float, shape="(1, 4, 1, 64, 64)"]; +"features/1/1/attn/add/1" -> "features/1/1/attn/view/5" [dtype=float, shape="(1, 4, 4, 64, 64)"]; +"features/1/1/attn/view/5" -> "features/1/1/attn/softmax/0" [dtype=float, shape="(4, 4, 64, 64)"]; +"features/1/1/attn/softmax/0" -> "features/1/1/attn/dropout/0" [dtype=float, shape="(4, 4, 64, 64)"]; +"features/1/1/attn/dropout/0" -> "features/1/1/attn/matmul/1" [dtype=float, shape="(4, 4, 64, 64)"]; +"features/1/1/attn/matmul/1" -> "features/1/1/attn/transpose/1" [dtype=float, shape="(4, 4, 64, 32)"]; +"features/1/1/attn/transpose/1" -> "features/1/1/attn/reshape/3" [dtype=float, shape="(4, 64, 4, 32)"]; +"features/1/1/attn/reshape/3" -> "features/1/1/attn/linear/1" [dtype=float, shape="(4, 64, 128)"]; +"features.1.1.attn.proj.weight" -> "features/1/1/attn/linear/1" [dtype=float, shape="(128, 128)"]; +"features.1.1.attn.proj.bias" -> "features/1/1/attn/linear/1" [dtype=float, shape="(128,)"]; +"features/1/1/attn/linear/1" -> "features/1/1/attn/dropout/1" [dtype=float, shape="(4, 64, 128)"]; +"features/1/1/attn/dropout/1" -> "features/1/1/attn/view/6" [dtype=float, shape="(4, 64, 128)"]; +"features/1/1/attn/view/6" -> "features/1/1/attn/permute/4" [dtype=float, shape="(1, 2, 2, 8, 8, 128)"]; +"features/1/1/attn/permute/4" -> "features/1/1/attn/reshape/4" [dtype=float, shape="(1, 2, 8, 2, 8, 128)"]; +"features/1/1/attn/reshape/4" -> "features/1/1/attn/roll/1" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/1/attn/roll/1" -> "features/1/1/attn/__getitem__/5" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/1/attn/__getitem__/5" -> "features/1/1/attn/contiguous/1" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/1/attn/contiguous/1" -> "features/1/1/norm1/layer_norm/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features.1.1.norm1.weight" -> "features/1/1/norm1/layer_norm/0" [dtype=float, shape="(128,)"]; +"features.1.1.norm1.bias" -> "features/1/1/norm1/layer_norm/0" [dtype=float, shape="(128,)"]; +"features/1/1/norm1/layer_norm/0" -> "features/1/1/add/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/1/add/0" -> "features/1/1/mlp/0/linear/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/1/add/0" -> "features/1/1/add/1" [dtype=float, shape="(1, 16, 16, 128)"]; +"features.1.1.mlp.0.weight" -> "features/1/1/mlp/0/linear/0" [dtype=float, shape="(512, 128)"]; +"features.1.1.mlp.0.bias" -> "features/1/1/mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/1/1/mlp/0/linear/0" -> "features/1/1/mlp/1/gelu/0" [dtype=float, shape="(1, 16, 16, 512)"]; +"features/1/1/mlp/1/gelu/0" -> "features/1/1/mlp/2/dropout/0" [dtype=float, shape="(1, 16, 16, 512)"]; +"features/1/1/mlp/2/dropout/0" -> "features/1/1/mlp/3/linear/0" [dtype=float, shape="(1, 16, 16, 512)"]; +"features.1.1.mlp.3.weight" -> "features/1/1/mlp/3/linear/0" [dtype=float, shape="(128, 512)"]; +"features.1.1.mlp.3.bias" -> "features/1/1/mlp/3/linear/0" [dtype=float, shape="(128,)"]; +"features/1/1/mlp/3/linear/0" -> "features/1/1/mlp/4/dropout/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/1/mlp/4/dropout/0" -> "features/1/1/norm2/layer_norm/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features.1.1.norm2.weight" -> "features/1/1/norm2/layer_norm/0" [dtype=float, shape="(128,)"]; +"features.1.1.norm2.bias" -> "features/1/1/norm2/layer_norm/0" [dtype=float, shape="(128,)"]; +"features/1/1/norm2/layer_norm/0" -> "features/1/1/add/1" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/1/1/add/1" -> "features/2/pad/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/2/pad/0" -> "features/2/__getitem__/0" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/2/pad/0" -> "features/2/__getitem__/1" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/2/pad/0" -> "features/2/__getitem__/2" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/2/pad/0" -> "features/2/__getitem__/3" [dtype=float, shape="(1, 16, 16, 128)"]; +"features/2/__getitem__/0" -> "features/2/cat/0" [dtype=float, shape="(1, 8, 8, 128)"]; +"features/2/__getitem__/1" -> "features/2/cat/0" [dtype=float, shape="(1, 8, 8, 128)"]; +"features/2/__getitem__/2" -> "features/2/cat/0" [dtype=float, shape="(1, 8, 8, 128)"]; +"features/2/__getitem__/3" -> "features/2/cat/0" [dtype=float, shape="(1, 8, 8, 128)"]; +"features/2/cat/0" -> "features/2/reduction/linear/0" [dtype=float, shape="(1, 8, 8, 512)"]; +"features.2.reduction.weight" -> "features/2/reduction/linear/0" [dtype=float, shape="(256, 512)"]; +"features/2/reduction/linear/0" -> "features/2/norm/layer_norm/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features.2.norm.weight" -> "features/2/norm/layer_norm/0" [dtype=float, shape="(256,)"]; +"features.2.norm.bias" -> "features/2/norm/layer_norm/0" [dtype=float, shape="(256,)"]; +"features/2/norm/layer_norm/0" -> "features/3/0/attn/pad/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/2/norm/layer_norm/0" -> "features/3/0/add/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features.3.0.attn.relative_coords_table" -> "features/3/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.3.0.attn.cpb_mlp.0.weight" -> "features/3/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.3.0.attn.cpb_mlp.0.bias" -> "features/3/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/3/0/attn/cpb_mlp/0/linear/0" -> "features/3/0/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/3/0/attn/cpb_mlp/1/relu_/0" -> "features/3/0/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.3.0.attn.cpb_mlp.2.weight" -> "features/3/0/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(8, 512)"]; +"features/3/0/attn/cpb_mlp/2/linear/0" -> "features/3/0/attn/view/0" [dtype=float, shape="(1, 15, 15, 8)"]; +"features/3/0/attn/view/0" -> "features/3/0/attn/__getitem__/0" [dtype=float, shape="(225, 8)"]; +"features.3.0.attn.relative_position_index" -> "features/3/0/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/3/0/attn/__getitem__/0" -> "features/3/0/attn/view/1" [dtype=float, shape="(4096, 8)"]; +"features/3/0/attn/view/1" -> "features/3/0/attn/permute/0" [dtype=float, shape="(64, 64, 8)"]; +"features/3/0/attn/permute/0" -> "features/3/0/attn/contiguous/0" [dtype=float, shape="(8, 64, 64)"]; +"features/3/0/attn/contiguous/0" -> "features/3/0/attn/unsqueeze/0" [dtype=float, shape="(8, 64, 64)"]; +"features/3/0/attn/unsqueeze/0" -> "features/3/0/attn/sigmoid/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/0/attn/sigmoid/0" -> "features/3/0/attn/mul/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/0/attn/mul/0" -> "features/3/0/attn/add/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/0/attn/pad/0" -> "features/3/0/attn/view/2" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/0/attn/view/2" -> "features/3/0/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 256)"]; +"features/3/0/attn/permute/1" -> "features/3/0/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 256)"]; +"features/3/0/attn/reshape/0" -> "features/3/0/attn/linear/0" [dtype=float, shape="(1, 64, 256)"]; +"features.3.0.attn.qkv.bias" -> "features/3/0/attn/clone/0" [dtype=float, shape="(768,)"]; +"features/3/0/attn/clone/0" -> "features/3/0/attn/numel/0" [dtype=float, shape="(768,)"]; +"features/3/0/attn/clone/0" -> "features/3/0/attn/__getitem__/1" [dtype=float, shape="(768,)"]; +"features/3/0/attn/clone/0" -> "features/3/0/attn/linear/0" [dtype=float, shape="(768,)"]; +"features/3/0/attn/__getitem__/1" -> "features/3/0/attn/zero_/0" [dtype=float, shape="(256,)"]; +"features.3.0.attn.qkv.weight" -> "features/3/0/attn/linear/0" [dtype=float, shape="(768, 256)"]; +"features/3/0/attn/linear/0" -> "features/3/0/attn/reshape/1" [dtype=float, shape="(1, 64, 768)"]; +"features/3/0/attn/reshape/1" -> "features/3/0/attn/permute/2" [dtype=float, shape="(1, 64, 3, 8, 32)"]; +"features/3/0/attn/permute/2" -> "features/3/0/attn/__getitem__/2" [dtype=float, shape="(3, 1, 8, 64, 32)"]; +"features/3/0/attn/permute/2" -> "features/3/0/attn/__getitem__/3" [dtype=float, shape="(3, 1, 8, 64, 32)"]; +"features/3/0/attn/permute/2" -> "features/3/0/attn/__getitem__/4" [dtype=float, shape="(3, 1, 8, 64, 32)"]; +"features/3/0/attn/__getitem__/2" -> "features/3/0/attn/normalize/0" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/0/attn/__getitem__/3" -> "features/3/0/attn/normalize/1" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/0/attn/__getitem__/4" -> "features/3/0/attn/matmul/1" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/0/attn/normalize/0" -> "features/3/0/attn/matmul/0" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/0/attn/normalize/1" -> "features/3/0/attn/transpose/0" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/0/attn/transpose/0" -> "features/3/0/attn/matmul/0" [dtype=float, shape="(1, 8, 32, 64)"]; +"features/3/0/attn/matmul/0" -> "features/3/0/attn/mul/1" [dtype=float, shape="(1, 8, 64, 64)"]; +"features.3.0.attn.logit_scale" -> "features/3/0/attn/clamp/0" [dtype=float, shape="(8, 1, 1)"]; +"features/3/0/attn/clamp/0" -> "features/3/0/attn/exp/0" [dtype=float, shape="(8, 1, 1)"]; +"features/3/0/attn/exp/0" -> "features/3/0/attn/mul/1" [dtype=float, shape="(8, 1, 1)"]; +"features/3/0/attn/mul/1" -> "features/3/0/attn/add/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/0/attn/add/0" -> "features/3/0/attn/softmax/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/0/attn/softmax/0" -> "features/3/0/attn/dropout/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/0/attn/dropout/0" -> "features/3/0/attn/matmul/1" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/0/attn/matmul/1" -> "features/3/0/attn/transpose/1" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/0/attn/transpose/1" -> "features/3/0/attn/reshape/2" [dtype=float, shape="(1, 64, 8, 32)"]; +"features/3/0/attn/reshape/2" -> "features/3/0/attn/linear/1" [dtype=float, shape="(1, 64, 256)"]; +"features.3.0.attn.proj.weight" -> "features/3/0/attn/linear/1" [dtype=float, shape="(256, 256)"]; +"features.3.0.attn.proj.bias" -> "features/3/0/attn/linear/1" [dtype=float, shape="(256,)"]; +"features/3/0/attn/linear/1" -> "features/3/0/attn/dropout/1" [dtype=float, shape="(1, 64, 256)"]; +"features/3/0/attn/dropout/1" -> "features/3/0/attn/view/3" [dtype=float, shape="(1, 64, 256)"]; +"features/3/0/attn/view/3" -> "features/3/0/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 256)"]; +"features/3/0/attn/permute/3" -> "features/3/0/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 256)"]; +"features/3/0/attn/reshape/3" -> "features/3/0/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/0/attn/__getitem__/5" -> "features/3/0/attn/contiguous/1" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/0/attn/contiguous/1" -> "features/3/0/norm1/layer_norm/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features.3.0.norm1.weight" -> "features/3/0/norm1/layer_norm/0" [dtype=float, shape="(256,)"]; +"features.3.0.norm1.bias" -> "features/3/0/norm1/layer_norm/0" [dtype=float, shape="(256,)"]; +"features/3/0/norm1/layer_norm/0" -> "features/3/0/add/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/0/add/0" -> "features/3/0/mlp/0/linear/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/0/add/0" -> "features/3/0/add/1" [dtype=float, shape="(1, 8, 8, 256)"]; +"features.3.0.mlp.0.weight" -> "features/3/0/mlp/0/linear/0" [dtype=float, shape="(1024, 256)"]; +"features.3.0.mlp.0.bias" -> "features/3/0/mlp/0/linear/0" [dtype=float, shape="(1024,)"]; +"features/3/0/mlp/0/linear/0" -> "features/3/0/mlp/1/gelu/0" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features/3/0/mlp/1/gelu/0" -> "features/3/0/mlp/2/dropout/0" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features/3/0/mlp/2/dropout/0" -> "features/3/0/mlp/3/linear/0" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features.3.0.mlp.3.weight" -> "features/3/0/mlp/3/linear/0" [dtype=float, shape="(256, 1024)"]; +"features.3.0.mlp.3.bias" -> "features/3/0/mlp/3/linear/0" [dtype=float, shape="(256,)"]; +"features/3/0/mlp/3/linear/0" -> "features/3/0/mlp/4/dropout/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/0/mlp/4/dropout/0" -> "features/3/0/norm2/layer_norm/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features.3.0.norm2.weight" -> "features/3/0/norm2/layer_norm/0" [dtype=float, shape="(256,)"]; +"features.3.0.norm2.bias" -> "features/3/0/norm2/layer_norm/0" [dtype=float, shape="(256,)"]; +"features/3/0/norm2/layer_norm/0" -> "features/3/0/add/1" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/0/add/1" -> "features/3/1/attn/pad/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/0/add/1" -> "features/3/1/add/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features.3.1.attn.relative_coords_table" -> "features/3/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.3.1.attn.cpb_mlp.0.weight" -> "features/3/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.3.1.attn.cpb_mlp.0.bias" -> "features/3/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/3/1/attn/cpb_mlp/0/linear/0" -> "features/3/1/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/3/1/attn/cpb_mlp/1/relu_/0" -> "features/3/1/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.3.1.attn.cpb_mlp.2.weight" -> "features/3/1/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(8, 512)"]; +"features/3/1/attn/cpb_mlp/2/linear/0" -> "features/3/1/attn/view/0" [dtype=float, shape="(1, 15, 15, 8)"]; +"features/3/1/attn/view/0" -> "features/3/1/attn/__getitem__/0" [dtype=float, shape="(225, 8)"]; +"features.3.1.attn.relative_position_index" -> "features/3/1/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/3/1/attn/__getitem__/0" -> "features/3/1/attn/view/1" [dtype=float, shape="(4096, 8)"]; +"features/3/1/attn/view/1" -> "features/3/1/attn/permute/0" [dtype=float, shape="(64, 64, 8)"]; +"features/3/1/attn/permute/0" -> "features/3/1/attn/contiguous/0" [dtype=float, shape="(8, 64, 64)"]; +"features/3/1/attn/contiguous/0" -> "features/3/1/attn/unsqueeze/0" [dtype=float, shape="(8, 64, 64)"]; +"features/3/1/attn/unsqueeze/0" -> "features/3/1/attn/sigmoid/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/1/attn/sigmoid/0" -> "features/3/1/attn/mul/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/1/attn/mul/0" -> "features/3/1/attn/add/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/1/attn/pad/0" -> "features/3/1/attn/view/2" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/1/attn/view/2" -> "features/3/1/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 256)"]; +"features/3/1/attn/permute/1" -> "features/3/1/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 256)"]; +"features/3/1/attn/reshape/0" -> "features/3/1/attn/linear/0" [dtype=float, shape="(1, 64, 256)"]; +"features.3.1.attn.qkv.bias" -> "features/3/1/attn/clone/0" [dtype=float, shape="(768,)"]; +"features/3/1/attn/clone/0" -> "features/3/1/attn/numel/0" [dtype=float, shape="(768,)"]; +"features/3/1/attn/clone/0" -> "features/3/1/attn/__getitem__/1" [dtype=float, shape="(768,)"]; +"features/3/1/attn/clone/0" -> "features/3/1/attn/linear/0" [dtype=float, shape="(768,)"]; +"features/3/1/attn/__getitem__/1" -> "features/3/1/attn/zero_/0" [dtype=float, shape="(256,)"]; +"features.3.1.attn.qkv.weight" -> "features/3/1/attn/linear/0" [dtype=float, shape="(768, 256)"]; +"features/3/1/attn/linear/0" -> "features/3/1/attn/reshape/1" [dtype=float, shape="(1, 64, 768)"]; +"features/3/1/attn/reshape/1" -> "features/3/1/attn/permute/2" [dtype=float, shape="(1, 64, 3, 8, 32)"]; +"features/3/1/attn/permute/2" -> "features/3/1/attn/__getitem__/2" [dtype=float, shape="(3, 1, 8, 64, 32)"]; +"features/3/1/attn/permute/2" -> "features/3/1/attn/__getitem__/3" [dtype=float, shape="(3, 1, 8, 64, 32)"]; +"features/3/1/attn/permute/2" -> "features/3/1/attn/__getitem__/4" [dtype=float, shape="(3, 1, 8, 64, 32)"]; +"features/3/1/attn/__getitem__/2" -> "features/3/1/attn/normalize/0" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/1/attn/__getitem__/3" -> "features/3/1/attn/normalize/1" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/1/attn/__getitem__/4" -> "features/3/1/attn/matmul/1" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/1/attn/normalize/0" -> "features/3/1/attn/matmul/0" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/1/attn/normalize/1" -> "features/3/1/attn/transpose/0" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/1/attn/transpose/0" -> "features/3/1/attn/matmul/0" [dtype=float, shape="(1, 8, 32, 64)"]; +"features/3/1/attn/matmul/0" -> "features/3/1/attn/mul/1" [dtype=float, shape="(1, 8, 64, 64)"]; +"features.3.1.attn.logit_scale" -> "features/3/1/attn/clamp/0" [dtype=float, shape="(8, 1, 1)"]; +"features/3/1/attn/clamp/0" -> "features/3/1/attn/exp/0" [dtype=float, shape="(8, 1, 1)"]; +"features/3/1/attn/exp/0" -> "features/3/1/attn/mul/1" [dtype=float, shape="(8, 1, 1)"]; +"features/3/1/attn/mul/1" -> "features/3/1/attn/add/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/1/attn/add/0" -> "features/3/1/attn/softmax/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/1/attn/softmax/0" -> "features/3/1/attn/dropout/0" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/1/attn/dropout/0" -> "features/3/1/attn/matmul/1" [dtype=float, shape="(1, 8, 64, 64)"]; +"features/3/1/attn/matmul/1" -> "features/3/1/attn/transpose/1" [dtype=float, shape="(1, 8, 64, 32)"]; +"features/3/1/attn/transpose/1" -> "features/3/1/attn/reshape/2" [dtype=float, shape="(1, 64, 8, 32)"]; +"features/3/1/attn/reshape/2" -> "features/3/1/attn/linear/1" [dtype=float, shape="(1, 64, 256)"]; +"features.3.1.attn.proj.weight" -> "features/3/1/attn/linear/1" [dtype=float, shape="(256, 256)"]; +"features.3.1.attn.proj.bias" -> "features/3/1/attn/linear/1" [dtype=float, shape="(256,)"]; +"features/3/1/attn/linear/1" -> "features/3/1/attn/dropout/1" [dtype=float, shape="(1, 64, 256)"]; +"features/3/1/attn/dropout/1" -> "features/3/1/attn/view/3" [dtype=float, shape="(1, 64, 256)"]; +"features/3/1/attn/view/3" -> "features/3/1/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 256)"]; +"features/3/1/attn/permute/3" -> "features/3/1/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 256)"]; +"features/3/1/attn/reshape/3" -> "features/3/1/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/1/attn/__getitem__/5" -> "features/3/1/attn/contiguous/1" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/1/attn/contiguous/1" -> "features/3/1/norm1/layer_norm/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features.3.1.norm1.weight" -> "features/3/1/norm1/layer_norm/0" [dtype=float, shape="(256,)"]; +"features.3.1.norm1.bias" -> "features/3/1/norm1/layer_norm/0" [dtype=float, shape="(256,)"]; +"features/3/1/norm1/layer_norm/0" -> "features/3/1/add/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/1/add/0" -> "features/3/1/mlp/0/linear/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/1/add/0" -> "features/3/1/add/1" [dtype=float, shape="(1, 8, 8, 256)"]; +"features.3.1.mlp.0.weight" -> "features/3/1/mlp/0/linear/0" [dtype=float, shape="(1024, 256)"]; +"features.3.1.mlp.0.bias" -> "features/3/1/mlp/0/linear/0" [dtype=float, shape="(1024,)"]; +"features/3/1/mlp/0/linear/0" -> "features/3/1/mlp/1/gelu/0" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features/3/1/mlp/1/gelu/0" -> "features/3/1/mlp/2/dropout/0" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features/3/1/mlp/2/dropout/0" -> "features/3/1/mlp/3/linear/0" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features.3.1.mlp.3.weight" -> "features/3/1/mlp/3/linear/0" [dtype=float, shape="(256, 1024)"]; +"features.3.1.mlp.3.bias" -> "features/3/1/mlp/3/linear/0" [dtype=float, shape="(256,)"]; +"features/3/1/mlp/3/linear/0" -> "features/3/1/mlp/4/dropout/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/1/mlp/4/dropout/0" -> "features/3/1/norm2/layer_norm/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features.3.1.norm2.weight" -> "features/3/1/norm2/layer_norm/0" [dtype=float, shape="(256,)"]; +"features.3.1.norm2.bias" -> "features/3/1/norm2/layer_norm/0" [dtype=float, shape="(256,)"]; +"features/3/1/norm2/layer_norm/0" -> "features/3/1/add/1" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/3/1/add/1" -> "features/4/pad/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/4/pad/0" -> "features/4/__getitem__/0" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/4/pad/0" -> "features/4/__getitem__/1" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/4/pad/0" -> "features/4/__getitem__/2" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/4/pad/0" -> "features/4/__getitem__/3" [dtype=float, shape="(1, 8, 8, 256)"]; +"features/4/__getitem__/0" -> "features/4/cat/0" [dtype=float, shape="(1, 4, 4, 256)"]; +"features/4/__getitem__/1" -> "features/4/cat/0" [dtype=float, shape="(1, 4, 4, 256)"]; +"features/4/__getitem__/2" -> "features/4/cat/0" [dtype=float, shape="(1, 4, 4, 256)"]; +"features/4/__getitem__/3" -> "features/4/cat/0" [dtype=float, shape="(1, 4, 4, 256)"]; +"features/4/cat/0" -> "features/4/reduction/linear/0" [dtype=float, shape="(1, 4, 4, 1024)"]; +"features.4.reduction.weight" -> "features/4/reduction/linear/0" [dtype=float, shape="(512, 1024)"]; +"features/4/reduction/linear/0" -> "features/4/norm/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.4.norm.weight" -> "features/4/norm/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.4.norm.bias" -> "features/4/norm/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/4/norm/layer_norm/0" -> "features/5/0/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/4/norm/layer_norm/0" -> "features/5/0/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.0.attn.relative_coords_table" -> "features/5/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.0.attn.cpb_mlp.0.weight" -> "features/5/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.0.attn.cpb_mlp.0.bias" -> "features/5/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/0/attn/cpb_mlp/0/linear/0" -> "features/5/0/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/0/attn/cpb_mlp/1/relu_/0" -> "features/5/0/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.0.attn.cpb_mlp.2.weight" -> "features/5/0/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/0/attn/cpb_mlp/2/linear/0" -> "features/5/0/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/0/attn/view/0" -> "features/5/0/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.0.attn.relative_position_index" -> "features/5/0/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/0/attn/__getitem__/0" -> "features/5/0/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/0/attn/view/1" -> "features/5/0/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/0/attn/permute/0" -> "features/5/0/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/0/attn/contiguous/0" -> "features/5/0/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/0/attn/unsqueeze/0" -> "features/5/0/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/0/attn/sigmoid/0" -> "features/5/0/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/0/attn/mul/0" -> "features/5/0/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/0/attn/pad/0" -> "features/5/0/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/0/attn/view/2" -> "features/5/0/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/0/attn/permute/1" -> "features/5/0/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/0/attn/reshape/0" -> "features/5/0/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.0.attn.qkv.bias" -> "features/5/0/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/0/attn/clone/0" -> "features/5/0/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/0/attn/clone/0" -> "features/5/0/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/0/attn/clone/0" -> "features/5/0/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/0/attn/__getitem__/1" -> "features/5/0/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.0.attn.qkv.weight" -> "features/5/0/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/0/attn/linear/0" -> "features/5/0/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/0/attn/reshape/1" -> "features/5/0/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/0/attn/permute/2" -> "features/5/0/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/0/attn/permute/2" -> "features/5/0/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/0/attn/permute/2" -> "features/5/0/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/0/attn/__getitem__/2" -> "features/5/0/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/0/attn/__getitem__/3" -> "features/5/0/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/0/attn/__getitem__/4" -> "features/5/0/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/0/attn/normalize/0" -> "features/5/0/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/0/attn/normalize/1" -> "features/5/0/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/0/attn/transpose/0" -> "features/5/0/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/0/attn/matmul/0" -> "features/5/0/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.0.attn.logit_scale" -> "features/5/0/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/0/attn/clamp/0" -> "features/5/0/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/0/attn/exp/0" -> "features/5/0/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/0/attn/mul/1" -> "features/5/0/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/0/attn/add/0" -> "features/5/0/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/0/attn/softmax/0" -> "features/5/0/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/0/attn/dropout/0" -> "features/5/0/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/0/attn/matmul/1" -> "features/5/0/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/0/attn/transpose/1" -> "features/5/0/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/0/attn/reshape/2" -> "features/5/0/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.0.attn.proj.weight" -> "features/5/0/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.0.attn.proj.bias" -> "features/5/0/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/0/attn/linear/1" -> "features/5/0/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/0/attn/dropout/1" -> "features/5/0/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/0/attn/view/3" -> "features/5/0/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/0/attn/permute/3" -> "features/5/0/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/0/attn/reshape/3" -> "features/5/0/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/0/attn/__getitem__/5" -> "features/5/0/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/0/attn/contiguous/1" -> "features/5/0/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.0.norm1.weight" -> "features/5/0/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.0.norm1.bias" -> "features/5/0/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/0/norm1/layer_norm/0" -> "features/5/0/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/0/add/0" -> "features/5/0/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/0/add/0" -> "features/5/0/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.0.mlp.0.weight" -> "features/5/0/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.0.mlp.0.bias" -> "features/5/0/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/0/mlp/0/linear/0" -> "features/5/0/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/0/mlp/1/gelu/0" -> "features/5/0/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/0/mlp/2/dropout/0" -> "features/5/0/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.0.mlp.3.weight" -> "features/5/0/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.0.mlp.3.bias" -> "features/5/0/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/0/mlp/3/linear/0" -> "features/5/0/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/0/mlp/4/dropout/0" -> "features/5/0/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.0.norm2.weight" -> "features/5/0/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.0.norm2.bias" -> "features/5/0/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/0/norm2/layer_norm/0" -> "features/5/0/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/0/add/1" -> "features/5/1/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/0/add/1" -> "features/5/1/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.1.attn.relative_coords_table" -> "features/5/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.1.attn.cpb_mlp.0.weight" -> "features/5/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.1.attn.cpb_mlp.0.bias" -> "features/5/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/1/attn/cpb_mlp/0/linear/0" -> "features/5/1/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/1/attn/cpb_mlp/1/relu_/0" -> "features/5/1/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.1.attn.cpb_mlp.2.weight" -> "features/5/1/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/1/attn/cpb_mlp/2/linear/0" -> "features/5/1/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/1/attn/view/0" -> "features/5/1/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.1.attn.relative_position_index" -> "features/5/1/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/1/attn/__getitem__/0" -> "features/5/1/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/1/attn/view/1" -> "features/5/1/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/1/attn/permute/0" -> "features/5/1/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/1/attn/contiguous/0" -> "features/5/1/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/1/attn/unsqueeze/0" -> "features/5/1/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/1/attn/sigmoid/0" -> "features/5/1/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/1/attn/mul/0" -> "features/5/1/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/1/attn/pad/0" -> "features/5/1/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/1/attn/view/2" -> "features/5/1/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/1/attn/permute/1" -> "features/5/1/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/1/attn/reshape/0" -> "features/5/1/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.1.attn.qkv.bias" -> "features/5/1/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/1/attn/clone/0" -> "features/5/1/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/1/attn/clone/0" -> "features/5/1/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/1/attn/clone/0" -> "features/5/1/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/1/attn/__getitem__/1" -> "features/5/1/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.1.attn.qkv.weight" -> "features/5/1/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/1/attn/linear/0" -> "features/5/1/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/1/attn/reshape/1" -> "features/5/1/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/1/attn/permute/2" -> "features/5/1/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/1/attn/permute/2" -> "features/5/1/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/1/attn/permute/2" -> "features/5/1/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/1/attn/__getitem__/2" -> "features/5/1/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/1/attn/__getitem__/3" -> "features/5/1/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/1/attn/__getitem__/4" -> "features/5/1/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/1/attn/normalize/0" -> "features/5/1/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/1/attn/normalize/1" -> "features/5/1/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/1/attn/transpose/0" -> "features/5/1/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/1/attn/matmul/0" -> "features/5/1/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.1.attn.logit_scale" -> "features/5/1/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/1/attn/clamp/0" -> "features/5/1/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/1/attn/exp/0" -> "features/5/1/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/1/attn/mul/1" -> "features/5/1/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/1/attn/add/0" -> "features/5/1/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/1/attn/softmax/0" -> "features/5/1/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/1/attn/dropout/0" -> "features/5/1/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/1/attn/matmul/1" -> "features/5/1/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/1/attn/transpose/1" -> "features/5/1/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/1/attn/reshape/2" -> "features/5/1/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.1.attn.proj.weight" -> "features/5/1/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.1.attn.proj.bias" -> "features/5/1/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/1/attn/linear/1" -> "features/5/1/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/1/attn/dropout/1" -> "features/5/1/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/1/attn/view/3" -> "features/5/1/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/1/attn/permute/3" -> "features/5/1/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/1/attn/reshape/3" -> "features/5/1/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/1/attn/__getitem__/5" -> "features/5/1/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/1/attn/contiguous/1" -> "features/5/1/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.1.norm1.weight" -> "features/5/1/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.1.norm1.bias" -> "features/5/1/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/1/norm1/layer_norm/0" -> "features/5/1/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/1/add/0" -> "features/5/1/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/1/add/0" -> "features/5/1/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.1.mlp.0.weight" -> "features/5/1/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.1.mlp.0.bias" -> "features/5/1/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/1/mlp/0/linear/0" -> "features/5/1/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/1/mlp/1/gelu/0" -> "features/5/1/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/1/mlp/2/dropout/0" -> "features/5/1/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.1.mlp.3.weight" -> "features/5/1/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.1.mlp.3.bias" -> "features/5/1/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/1/mlp/3/linear/0" -> "features/5/1/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/1/mlp/4/dropout/0" -> "features/5/1/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.1.norm2.weight" -> "features/5/1/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.1.norm2.bias" -> "features/5/1/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/1/norm2/layer_norm/0" -> "features/5/1/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/1/add/1" -> "features/5/2/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/1/add/1" -> "features/5/2/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.2.attn.relative_coords_table" -> "features/5/2/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.2.attn.cpb_mlp.0.weight" -> "features/5/2/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.2.attn.cpb_mlp.0.bias" -> "features/5/2/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/2/attn/cpb_mlp/0/linear/0" -> "features/5/2/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/2/attn/cpb_mlp/1/relu_/0" -> "features/5/2/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.2.attn.cpb_mlp.2.weight" -> "features/5/2/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/2/attn/cpb_mlp/2/linear/0" -> "features/5/2/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/2/attn/view/0" -> "features/5/2/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.2.attn.relative_position_index" -> "features/5/2/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/2/attn/__getitem__/0" -> "features/5/2/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/2/attn/view/1" -> "features/5/2/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/2/attn/permute/0" -> "features/5/2/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/2/attn/contiguous/0" -> "features/5/2/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/2/attn/unsqueeze/0" -> "features/5/2/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/2/attn/sigmoid/0" -> "features/5/2/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/2/attn/mul/0" -> "features/5/2/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/2/attn/pad/0" -> "features/5/2/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/2/attn/view/2" -> "features/5/2/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/2/attn/permute/1" -> "features/5/2/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/2/attn/reshape/0" -> "features/5/2/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.2.attn.qkv.bias" -> "features/5/2/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/2/attn/clone/0" -> "features/5/2/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/2/attn/clone/0" -> "features/5/2/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/2/attn/clone/0" -> "features/5/2/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/2/attn/__getitem__/1" -> "features/5/2/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.2.attn.qkv.weight" -> "features/5/2/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/2/attn/linear/0" -> "features/5/2/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/2/attn/reshape/1" -> "features/5/2/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/2/attn/permute/2" -> "features/5/2/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/2/attn/permute/2" -> "features/5/2/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/2/attn/permute/2" -> "features/5/2/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/2/attn/__getitem__/2" -> "features/5/2/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/2/attn/__getitem__/3" -> "features/5/2/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/2/attn/__getitem__/4" -> "features/5/2/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/2/attn/normalize/0" -> "features/5/2/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/2/attn/normalize/1" -> "features/5/2/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/2/attn/transpose/0" -> "features/5/2/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/2/attn/matmul/0" -> "features/5/2/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.2.attn.logit_scale" -> "features/5/2/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/2/attn/clamp/0" -> "features/5/2/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/2/attn/exp/0" -> "features/5/2/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/2/attn/mul/1" -> "features/5/2/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/2/attn/add/0" -> "features/5/2/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/2/attn/softmax/0" -> "features/5/2/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/2/attn/dropout/0" -> "features/5/2/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/2/attn/matmul/1" -> "features/5/2/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/2/attn/transpose/1" -> "features/5/2/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/2/attn/reshape/2" -> "features/5/2/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.2.attn.proj.weight" -> "features/5/2/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.2.attn.proj.bias" -> "features/5/2/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/2/attn/linear/1" -> "features/5/2/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/2/attn/dropout/1" -> "features/5/2/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/2/attn/view/3" -> "features/5/2/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/2/attn/permute/3" -> "features/5/2/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/2/attn/reshape/3" -> "features/5/2/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/2/attn/__getitem__/5" -> "features/5/2/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/2/attn/contiguous/1" -> "features/5/2/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.2.norm1.weight" -> "features/5/2/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.2.norm1.bias" -> "features/5/2/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/2/norm1/layer_norm/0" -> "features/5/2/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/2/add/0" -> "features/5/2/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/2/add/0" -> "features/5/2/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.2.mlp.0.weight" -> "features/5/2/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.2.mlp.0.bias" -> "features/5/2/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/2/mlp/0/linear/0" -> "features/5/2/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/2/mlp/1/gelu/0" -> "features/5/2/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/2/mlp/2/dropout/0" -> "features/5/2/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.2.mlp.3.weight" -> "features/5/2/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.2.mlp.3.bias" -> "features/5/2/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/2/mlp/3/linear/0" -> "features/5/2/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/2/mlp/4/dropout/0" -> "features/5/2/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.2.norm2.weight" -> "features/5/2/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.2.norm2.bias" -> "features/5/2/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/2/norm2/layer_norm/0" -> "features/5/2/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/2/add/1" -> "features/5/3/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/2/add/1" -> "features/5/3/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.3.attn.relative_coords_table" -> "features/5/3/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.3.attn.cpb_mlp.0.weight" -> "features/5/3/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.3.attn.cpb_mlp.0.bias" -> "features/5/3/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/3/attn/cpb_mlp/0/linear/0" -> "features/5/3/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/3/attn/cpb_mlp/1/relu_/0" -> "features/5/3/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.3.attn.cpb_mlp.2.weight" -> "features/5/3/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/3/attn/cpb_mlp/2/linear/0" -> "features/5/3/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/3/attn/view/0" -> "features/5/3/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.3.attn.relative_position_index" -> "features/5/3/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/3/attn/__getitem__/0" -> "features/5/3/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/3/attn/view/1" -> "features/5/3/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/3/attn/permute/0" -> "features/5/3/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/3/attn/contiguous/0" -> "features/5/3/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/3/attn/unsqueeze/0" -> "features/5/3/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/3/attn/sigmoid/0" -> "features/5/3/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/3/attn/mul/0" -> "features/5/3/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/3/attn/pad/0" -> "features/5/3/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/3/attn/view/2" -> "features/5/3/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/3/attn/permute/1" -> "features/5/3/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/3/attn/reshape/0" -> "features/5/3/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.3.attn.qkv.bias" -> "features/5/3/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/3/attn/clone/0" -> "features/5/3/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/3/attn/clone/0" -> "features/5/3/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/3/attn/clone/0" -> "features/5/3/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/3/attn/__getitem__/1" -> "features/5/3/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.3.attn.qkv.weight" -> "features/5/3/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/3/attn/linear/0" -> "features/5/3/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/3/attn/reshape/1" -> "features/5/3/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/3/attn/permute/2" -> "features/5/3/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/3/attn/permute/2" -> "features/5/3/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/3/attn/permute/2" -> "features/5/3/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/3/attn/__getitem__/2" -> "features/5/3/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/3/attn/__getitem__/3" -> "features/5/3/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/3/attn/__getitem__/4" -> "features/5/3/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/3/attn/normalize/0" -> "features/5/3/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/3/attn/normalize/1" -> "features/5/3/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/3/attn/transpose/0" -> "features/5/3/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/3/attn/matmul/0" -> "features/5/3/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.3.attn.logit_scale" -> "features/5/3/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/3/attn/clamp/0" -> "features/5/3/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/3/attn/exp/0" -> "features/5/3/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/3/attn/mul/1" -> "features/5/3/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/3/attn/add/0" -> "features/5/3/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/3/attn/softmax/0" -> "features/5/3/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/3/attn/dropout/0" -> "features/5/3/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/3/attn/matmul/1" -> "features/5/3/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/3/attn/transpose/1" -> "features/5/3/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/3/attn/reshape/2" -> "features/5/3/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.3.attn.proj.weight" -> "features/5/3/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.3.attn.proj.bias" -> "features/5/3/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/3/attn/linear/1" -> "features/5/3/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/3/attn/dropout/1" -> "features/5/3/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/3/attn/view/3" -> "features/5/3/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/3/attn/permute/3" -> "features/5/3/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/3/attn/reshape/3" -> "features/5/3/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/3/attn/__getitem__/5" -> "features/5/3/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/3/attn/contiguous/1" -> "features/5/3/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.3.norm1.weight" -> "features/5/3/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.3.norm1.bias" -> "features/5/3/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/3/norm1/layer_norm/0" -> "features/5/3/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/3/add/0" -> "features/5/3/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/3/add/0" -> "features/5/3/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.3.mlp.0.weight" -> "features/5/3/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.3.mlp.0.bias" -> "features/5/3/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/3/mlp/0/linear/0" -> "features/5/3/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/3/mlp/1/gelu/0" -> "features/5/3/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/3/mlp/2/dropout/0" -> "features/5/3/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.3.mlp.3.weight" -> "features/5/3/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.3.mlp.3.bias" -> "features/5/3/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/3/mlp/3/linear/0" -> "features/5/3/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/3/mlp/4/dropout/0" -> "features/5/3/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.3.norm2.weight" -> "features/5/3/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.3.norm2.bias" -> "features/5/3/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/3/norm2/layer_norm/0" -> "features/5/3/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/3/add/1" -> "features/5/4/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/3/add/1" -> "features/5/4/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.4.attn.relative_coords_table" -> "features/5/4/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.4.attn.cpb_mlp.0.weight" -> "features/5/4/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.4.attn.cpb_mlp.0.bias" -> "features/5/4/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/4/attn/cpb_mlp/0/linear/0" -> "features/5/4/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/4/attn/cpb_mlp/1/relu_/0" -> "features/5/4/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.4.attn.cpb_mlp.2.weight" -> "features/5/4/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/4/attn/cpb_mlp/2/linear/0" -> "features/5/4/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/4/attn/view/0" -> "features/5/4/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.4.attn.relative_position_index" -> "features/5/4/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/4/attn/__getitem__/0" -> "features/5/4/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/4/attn/view/1" -> "features/5/4/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/4/attn/permute/0" -> "features/5/4/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/4/attn/contiguous/0" -> "features/5/4/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/4/attn/unsqueeze/0" -> "features/5/4/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/4/attn/sigmoid/0" -> "features/5/4/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/4/attn/mul/0" -> "features/5/4/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/4/attn/pad/0" -> "features/5/4/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/4/attn/view/2" -> "features/5/4/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/4/attn/permute/1" -> "features/5/4/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/4/attn/reshape/0" -> "features/5/4/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.4.attn.qkv.bias" -> "features/5/4/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/4/attn/clone/0" -> "features/5/4/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/4/attn/clone/0" -> "features/5/4/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/4/attn/clone/0" -> "features/5/4/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/4/attn/__getitem__/1" -> "features/5/4/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.4.attn.qkv.weight" -> "features/5/4/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/4/attn/linear/0" -> "features/5/4/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/4/attn/reshape/1" -> "features/5/4/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/4/attn/permute/2" -> "features/5/4/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/4/attn/permute/2" -> "features/5/4/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/4/attn/permute/2" -> "features/5/4/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/4/attn/__getitem__/2" -> "features/5/4/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/4/attn/__getitem__/3" -> "features/5/4/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/4/attn/__getitem__/4" -> "features/5/4/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/4/attn/normalize/0" -> "features/5/4/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/4/attn/normalize/1" -> "features/5/4/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/4/attn/transpose/0" -> "features/5/4/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/4/attn/matmul/0" -> "features/5/4/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.4.attn.logit_scale" -> "features/5/4/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/4/attn/clamp/0" -> "features/5/4/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/4/attn/exp/0" -> "features/5/4/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/4/attn/mul/1" -> "features/5/4/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/4/attn/add/0" -> "features/5/4/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/4/attn/softmax/0" -> "features/5/4/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/4/attn/dropout/0" -> "features/5/4/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/4/attn/matmul/1" -> "features/5/4/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/4/attn/transpose/1" -> "features/5/4/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/4/attn/reshape/2" -> "features/5/4/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.4.attn.proj.weight" -> "features/5/4/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.4.attn.proj.bias" -> "features/5/4/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/4/attn/linear/1" -> "features/5/4/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/4/attn/dropout/1" -> "features/5/4/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/4/attn/view/3" -> "features/5/4/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/4/attn/permute/3" -> "features/5/4/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/4/attn/reshape/3" -> "features/5/4/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/4/attn/__getitem__/5" -> "features/5/4/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/4/attn/contiguous/1" -> "features/5/4/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.4.norm1.weight" -> "features/5/4/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.4.norm1.bias" -> "features/5/4/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/4/norm1/layer_norm/0" -> "features/5/4/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/4/add/0" -> "features/5/4/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/4/add/0" -> "features/5/4/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.4.mlp.0.weight" -> "features/5/4/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.4.mlp.0.bias" -> "features/5/4/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/4/mlp/0/linear/0" -> "features/5/4/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/4/mlp/1/gelu/0" -> "features/5/4/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/4/mlp/2/dropout/0" -> "features/5/4/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.4.mlp.3.weight" -> "features/5/4/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.4.mlp.3.bias" -> "features/5/4/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/4/mlp/3/linear/0" -> "features/5/4/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/4/mlp/4/dropout/0" -> "features/5/4/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.4.norm2.weight" -> "features/5/4/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.4.norm2.bias" -> "features/5/4/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/4/norm2/layer_norm/0" -> "features/5/4/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/4/add/1" -> "features/5/5/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/4/add/1" -> "features/5/5/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.5.attn.relative_coords_table" -> "features/5/5/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.5.attn.cpb_mlp.0.weight" -> "features/5/5/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.5.attn.cpb_mlp.0.bias" -> "features/5/5/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/5/attn/cpb_mlp/0/linear/0" -> "features/5/5/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/5/attn/cpb_mlp/1/relu_/0" -> "features/5/5/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.5.attn.cpb_mlp.2.weight" -> "features/5/5/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/5/attn/cpb_mlp/2/linear/0" -> "features/5/5/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/5/attn/view/0" -> "features/5/5/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.5.attn.relative_position_index" -> "features/5/5/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/5/attn/__getitem__/0" -> "features/5/5/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/5/attn/view/1" -> "features/5/5/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/5/attn/permute/0" -> "features/5/5/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/5/attn/contiguous/0" -> "features/5/5/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/5/attn/unsqueeze/0" -> "features/5/5/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/5/attn/sigmoid/0" -> "features/5/5/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/5/attn/mul/0" -> "features/5/5/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/5/attn/pad/0" -> "features/5/5/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/5/attn/view/2" -> "features/5/5/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/5/attn/permute/1" -> "features/5/5/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/5/attn/reshape/0" -> "features/5/5/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.5.attn.qkv.bias" -> "features/5/5/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/5/attn/clone/0" -> "features/5/5/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/5/attn/clone/0" -> "features/5/5/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/5/attn/clone/0" -> "features/5/5/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/5/attn/__getitem__/1" -> "features/5/5/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.5.attn.qkv.weight" -> "features/5/5/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/5/attn/linear/0" -> "features/5/5/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/5/attn/reshape/1" -> "features/5/5/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/5/attn/permute/2" -> "features/5/5/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/5/attn/permute/2" -> "features/5/5/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/5/attn/permute/2" -> "features/5/5/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/5/attn/__getitem__/2" -> "features/5/5/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/5/attn/__getitem__/3" -> "features/5/5/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/5/attn/__getitem__/4" -> "features/5/5/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/5/attn/normalize/0" -> "features/5/5/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/5/attn/normalize/1" -> "features/5/5/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/5/attn/transpose/0" -> "features/5/5/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/5/attn/matmul/0" -> "features/5/5/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.5.attn.logit_scale" -> "features/5/5/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/5/attn/clamp/0" -> "features/5/5/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/5/attn/exp/0" -> "features/5/5/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/5/attn/mul/1" -> "features/5/5/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/5/attn/add/0" -> "features/5/5/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/5/attn/softmax/0" -> "features/5/5/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/5/attn/dropout/0" -> "features/5/5/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/5/attn/matmul/1" -> "features/5/5/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/5/attn/transpose/1" -> "features/5/5/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/5/attn/reshape/2" -> "features/5/5/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.5.attn.proj.weight" -> "features/5/5/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.5.attn.proj.bias" -> "features/5/5/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/5/attn/linear/1" -> "features/5/5/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/5/attn/dropout/1" -> "features/5/5/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/5/attn/view/3" -> "features/5/5/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/5/attn/permute/3" -> "features/5/5/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/5/attn/reshape/3" -> "features/5/5/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/5/attn/__getitem__/5" -> "features/5/5/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/5/attn/contiguous/1" -> "features/5/5/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.5.norm1.weight" -> "features/5/5/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.5.norm1.bias" -> "features/5/5/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/5/norm1/layer_norm/0" -> "features/5/5/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/5/add/0" -> "features/5/5/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/5/add/0" -> "features/5/5/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.5.mlp.0.weight" -> "features/5/5/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.5.mlp.0.bias" -> "features/5/5/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/5/mlp/0/linear/0" -> "features/5/5/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/5/mlp/1/gelu/0" -> "features/5/5/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/5/mlp/2/dropout/0" -> "features/5/5/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.5.mlp.3.weight" -> "features/5/5/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.5.mlp.3.bias" -> "features/5/5/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/5/mlp/3/linear/0" -> "features/5/5/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/5/mlp/4/dropout/0" -> "features/5/5/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.5.norm2.weight" -> "features/5/5/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.5.norm2.bias" -> "features/5/5/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/5/norm2/layer_norm/0" -> "features/5/5/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/5/add/1" -> "features/5/6/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/5/add/1" -> "features/5/6/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.6.attn.relative_coords_table" -> "features/5/6/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.6.attn.cpb_mlp.0.weight" -> "features/5/6/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.6.attn.cpb_mlp.0.bias" -> "features/5/6/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/6/attn/cpb_mlp/0/linear/0" -> "features/5/6/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/6/attn/cpb_mlp/1/relu_/0" -> "features/5/6/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.6.attn.cpb_mlp.2.weight" -> "features/5/6/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/6/attn/cpb_mlp/2/linear/0" -> "features/5/6/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/6/attn/view/0" -> "features/5/6/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.6.attn.relative_position_index" -> "features/5/6/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/6/attn/__getitem__/0" -> "features/5/6/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/6/attn/view/1" -> "features/5/6/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/6/attn/permute/0" -> "features/5/6/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/6/attn/contiguous/0" -> "features/5/6/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/6/attn/unsqueeze/0" -> "features/5/6/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/6/attn/sigmoid/0" -> "features/5/6/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/6/attn/mul/0" -> "features/5/6/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/6/attn/pad/0" -> "features/5/6/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/6/attn/view/2" -> "features/5/6/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/6/attn/permute/1" -> "features/5/6/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/6/attn/reshape/0" -> "features/5/6/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.6.attn.qkv.bias" -> "features/5/6/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/6/attn/clone/0" -> "features/5/6/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/6/attn/clone/0" -> "features/5/6/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/6/attn/clone/0" -> "features/5/6/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/6/attn/__getitem__/1" -> "features/5/6/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.6.attn.qkv.weight" -> "features/5/6/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/6/attn/linear/0" -> "features/5/6/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/6/attn/reshape/1" -> "features/5/6/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/6/attn/permute/2" -> "features/5/6/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/6/attn/permute/2" -> "features/5/6/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/6/attn/permute/2" -> "features/5/6/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/6/attn/__getitem__/2" -> "features/5/6/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/6/attn/__getitem__/3" -> "features/5/6/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/6/attn/__getitem__/4" -> "features/5/6/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/6/attn/normalize/0" -> "features/5/6/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/6/attn/normalize/1" -> "features/5/6/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/6/attn/transpose/0" -> "features/5/6/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/6/attn/matmul/0" -> "features/5/6/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.6.attn.logit_scale" -> "features/5/6/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/6/attn/clamp/0" -> "features/5/6/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/6/attn/exp/0" -> "features/5/6/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/6/attn/mul/1" -> "features/5/6/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/6/attn/add/0" -> "features/5/6/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/6/attn/softmax/0" -> "features/5/6/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/6/attn/dropout/0" -> "features/5/6/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/6/attn/matmul/1" -> "features/5/6/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/6/attn/transpose/1" -> "features/5/6/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/6/attn/reshape/2" -> "features/5/6/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.6.attn.proj.weight" -> "features/5/6/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.6.attn.proj.bias" -> "features/5/6/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/6/attn/linear/1" -> "features/5/6/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/6/attn/dropout/1" -> "features/5/6/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/6/attn/view/3" -> "features/5/6/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/6/attn/permute/3" -> "features/5/6/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/6/attn/reshape/3" -> "features/5/6/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/6/attn/__getitem__/5" -> "features/5/6/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/6/attn/contiguous/1" -> "features/5/6/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.6.norm1.weight" -> "features/5/6/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.6.norm1.bias" -> "features/5/6/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/6/norm1/layer_norm/0" -> "features/5/6/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/6/add/0" -> "features/5/6/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/6/add/0" -> "features/5/6/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.6.mlp.0.weight" -> "features/5/6/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.6.mlp.0.bias" -> "features/5/6/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/6/mlp/0/linear/0" -> "features/5/6/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/6/mlp/1/gelu/0" -> "features/5/6/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/6/mlp/2/dropout/0" -> "features/5/6/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.6.mlp.3.weight" -> "features/5/6/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.6.mlp.3.bias" -> "features/5/6/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/6/mlp/3/linear/0" -> "features/5/6/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/6/mlp/4/dropout/0" -> "features/5/6/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.6.norm2.weight" -> "features/5/6/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.6.norm2.bias" -> "features/5/6/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/6/norm2/layer_norm/0" -> "features/5/6/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/6/add/1" -> "features/5/7/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/6/add/1" -> "features/5/7/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.7.attn.relative_coords_table" -> "features/5/7/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.7.attn.cpb_mlp.0.weight" -> "features/5/7/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.7.attn.cpb_mlp.0.bias" -> "features/5/7/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/7/attn/cpb_mlp/0/linear/0" -> "features/5/7/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/7/attn/cpb_mlp/1/relu_/0" -> "features/5/7/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.7.attn.cpb_mlp.2.weight" -> "features/5/7/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/7/attn/cpb_mlp/2/linear/0" -> "features/5/7/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/7/attn/view/0" -> "features/5/7/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.7.attn.relative_position_index" -> "features/5/7/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/7/attn/__getitem__/0" -> "features/5/7/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/7/attn/view/1" -> "features/5/7/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/7/attn/permute/0" -> "features/5/7/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/7/attn/contiguous/0" -> "features/5/7/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/7/attn/unsqueeze/0" -> "features/5/7/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/7/attn/sigmoid/0" -> "features/5/7/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/7/attn/mul/0" -> "features/5/7/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/7/attn/pad/0" -> "features/5/7/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/7/attn/view/2" -> "features/5/7/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/7/attn/permute/1" -> "features/5/7/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/7/attn/reshape/0" -> "features/5/7/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.7.attn.qkv.bias" -> "features/5/7/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/7/attn/clone/0" -> "features/5/7/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/7/attn/clone/0" -> "features/5/7/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/7/attn/clone/0" -> "features/5/7/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/7/attn/__getitem__/1" -> "features/5/7/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.7.attn.qkv.weight" -> "features/5/7/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/7/attn/linear/0" -> "features/5/7/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/7/attn/reshape/1" -> "features/5/7/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/7/attn/permute/2" -> "features/5/7/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/7/attn/permute/2" -> "features/5/7/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/7/attn/permute/2" -> "features/5/7/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/7/attn/__getitem__/2" -> "features/5/7/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/7/attn/__getitem__/3" -> "features/5/7/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/7/attn/__getitem__/4" -> "features/5/7/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/7/attn/normalize/0" -> "features/5/7/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/7/attn/normalize/1" -> "features/5/7/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/7/attn/transpose/0" -> "features/5/7/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/7/attn/matmul/0" -> "features/5/7/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.7.attn.logit_scale" -> "features/5/7/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/7/attn/clamp/0" -> "features/5/7/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/7/attn/exp/0" -> "features/5/7/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/7/attn/mul/1" -> "features/5/7/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/7/attn/add/0" -> "features/5/7/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/7/attn/softmax/0" -> "features/5/7/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/7/attn/dropout/0" -> "features/5/7/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/7/attn/matmul/1" -> "features/5/7/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/7/attn/transpose/1" -> "features/5/7/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/7/attn/reshape/2" -> "features/5/7/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.7.attn.proj.weight" -> "features/5/7/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.7.attn.proj.bias" -> "features/5/7/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/7/attn/linear/1" -> "features/5/7/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/7/attn/dropout/1" -> "features/5/7/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/7/attn/view/3" -> "features/5/7/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/7/attn/permute/3" -> "features/5/7/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/7/attn/reshape/3" -> "features/5/7/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/7/attn/__getitem__/5" -> "features/5/7/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/7/attn/contiguous/1" -> "features/5/7/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.7.norm1.weight" -> "features/5/7/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.7.norm1.bias" -> "features/5/7/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/7/norm1/layer_norm/0" -> "features/5/7/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/7/add/0" -> "features/5/7/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/7/add/0" -> "features/5/7/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.7.mlp.0.weight" -> "features/5/7/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.7.mlp.0.bias" -> "features/5/7/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/7/mlp/0/linear/0" -> "features/5/7/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/7/mlp/1/gelu/0" -> "features/5/7/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/7/mlp/2/dropout/0" -> "features/5/7/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.7.mlp.3.weight" -> "features/5/7/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.7.mlp.3.bias" -> "features/5/7/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/7/mlp/3/linear/0" -> "features/5/7/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/7/mlp/4/dropout/0" -> "features/5/7/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.7.norm2.weight" -> "features/5/7/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.7.norm2.bias" -> "features/5/7/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/7/norm2/layer_norm/0" -> "features/5/7/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/7/add/1" -> "features/5/8/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/7/add/1" -> "features/5/8/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.8.attn.relative_coords_table" -> "features/5/8/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.8.attn.cpb_mlp.0.weight" -> "features/5/8/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.8.attn.cpb_mlp.0.bias" -> "features/5/8/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/8/attn/cpb_mlp/0/linear/0" -> "features/5/8/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/8/attn/cpb_mlp/1/relu_/0" -> "features/5/8/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.8.attn.cpb_mlp.2.weight" -> "features/5/8/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/8/attn/cpb_mlp/2/linear/0" -> "features/5/8/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/8/attn/view/0" -> "features/5/8/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.8.attn.relative_position_index" -> "features/5/8/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/8/attn/__getitem__/0" -> "features/5/8/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/8/attn/view/1" -> "features/5/8/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/8/attn/permute/0" -> "features/5/8/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/8/attn/contiguous/0" -> "features/5/8/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/8/attn/unsqueeze/0" -> "features/5/8/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/8/attn/sigmoid/0" -> "features/5/8/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/8/attn/mul/0" -> "features/5/8/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/8/attn/pad/0" -> "features/5/8/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/8/attn/view/2" -> "features/5/8/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/8/attn/permute/1" -> "features/5/8/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/8/attn/reshape/0" -> "features/5/8/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.8.attn.qkv.bias" -> "features/5/8/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/8/attn/clone/0" -> "features/5/8/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/8/attn/clone/0" -> "features/5/8/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/8/attn/clone/0" -> "features/5/8/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/8/attn/__getitem__/1" -> "features/5/8/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.8.attn.qkv.weight" -> "features/5/8/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/8/attn/linear/0" -> "features/5/8/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/8/attn/reshape/1" -> "features/5/8/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/8/attn/permute/2" -> "features/5/8/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/8/attn/permute/2" -> "features/5/8/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/8/attn/permute/2" -> "features/5/8/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/8/attn/__getitem__/2" -> "features/5/8/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/8/attn/__getitem__/3" -> "features/5/8/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/8/attn/__getitem__/4" -> "features/5/8/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/8/attn/normalize/0" -> "features/5/8/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/8/attn/normalize/1" -> "features/5/8/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/8/attn/transpose/0" -> "features/5/8/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/8/attn/matmul/0" -> "features/5/8/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.8.attn.logit_scale" -> "features/5/8/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/8/attn/clamp/0" -> "features/5/8/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/8/attn/exp/0" -> "features/5/8/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/8/attn/mul/1" -> "features/5/8/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/8/attn/add/0" -> "features/5/8/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/8/attn/softmax/0" -> "features/5/8/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/8/attn/dropout/0" -> "features/5/8/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/8/attn/matmul/1" -> "features/5/8/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/8/attn/transpose/1" -> "features/5/8/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/8/attn/reshape/2" -> "features/5/8/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.8.attn.proj.weight" -> "features/5/8/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.8.attn.proj.bias" -> "features/5/8/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/8/attn/linear/1" -> "features/5/8/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/8/attn/dropout/1" -> "features/5/8/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/8/attn/view/3" -> "features/5/8/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/8/attn/permute/3" -> "features/5/8/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/8/attn/reshape/3" -> "features/5/8/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/8/attn/__getitem__/5" -> "features/5/8/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/8/attn/contiguous/1" -> "features/5/8/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.8.norm1.weight" -> "features/5/8/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.8.norm1.bias" -> "features/5/8/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/8/norm1/layer_norm/0" -> "features/5/8/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/8/add/0" -> "features/5/8/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/8/add/0" -> "features/5/8/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.8.mlp.0.weight" -> "features/5/8/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.8.mlp.0.bias" -> "features/5/8/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/8/mlp/0/linear/0" -> "features/5/8/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/8/mlp/1/gelu/0" -> "features/5/8/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/8/mlp/2/dropout/0" -> "features/5/8/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.8.mlp.3.weight" -> "features/5/8/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.8.mlp.3.bias" -> "features/5/8/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/8/mlp/3/linear/0" -> "features/5/8/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/8/mlp/4/dropout/0" -> "features/5/8/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.8.norm2.weight" -> "features/5/8/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.8.norm2.bias" -> "features/5/8/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/8/norm2/layer_norm/0" -> "features/5/8/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/8/add/1" -> "features/5/9/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/8/add/1" -> "features/5/9/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.9.attn.relative_coords_table" -> "features/5/9/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.9.attn.cpb_mlp.0.weight" -> "features/5/9/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.9.attn.cpb_mlp.0.bias" -> "features/5/9/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/9/attn/cpb_mlp/0/linear/0" -> "features/5/9/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/9/attn/cpb_mlp/1/relu_/0" -> "features/5/9/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.9.attn.cpb_mlp.2.weight" -> "features/5/9/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/9/attn/cpb_mlp/2/linear/0" -> "features/5/9/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/9/attn/view/0" -> "features/5/9/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.9.attn.relative_position_index" -> "features/5/9/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/9/attn/__getitem__/0" -> "features/5/9/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/9/attn/view/1" -> "features/5/9/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/9/attn/permute/0" -> "features/5/9/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/9/attn/contiguous/0" -> "features/5/9/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/9/attn/unsqueeze/0" -> "features/5/9/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/9/attn/sigmoid/0" -> "features/5/9/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/9/attn/mul/0" -> "features/5/9/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/9/attn/pad/0" -> "features/5/9/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/9/attn/view/2" -> "features/5/9/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/9/attn/permute/1" -> "features/5/9/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/9/attn/reshape/0" -> "features/5/9/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.9.attn.qkv.bias" -> "features/5/9/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/9/attn/clone/0" -> "features/5/9/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/9/attn/clone/0" -> "features/5/9/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/9/attn/clone/0" -> "features/5/9/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/9/attn/__getitem__/1" -> "features/5/9/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.9.attn.qkv.weight" -> "features/5/9/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/9/attn/linear/0" -> "features/5/9/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/9/attn/reshape/1" -> "features/5/9/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/9/attn/permute/2" -> "features/5/9/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/9/attn/permute/2" -> "features/5/9/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/9/attn/permute/2" -> "features/5/9/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/9/attn/__getitem__/2" -> "features/5/9/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/9/attn/__getitem__/3" -> "features/5/9/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/9/attn/__getitem__/4" -> "features/5/9/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/9/attn/normalize/0" -> "features/5/9/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/9/attn/normalize/1" -> "features/5/9/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/9/attn/transpose/0" -> "features/5/9/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/9/attn/matmul/0" -> "features/5/9/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.9.attn.logit_scale" -> "features/5/9/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/9/attn/clamp/0" -> "features/5/9/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/9/attn/exp/0" -> "features/5/9/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/9/attn/mul/1" -> "features/5/9/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/9/attn/add/0" -> "features/5/9/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/9/attn/softmax/0" -> "features/5/9/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/9/attn/dropout/0" -> "features/5/9/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/9/attn/matmul/1" -> "features/5/9/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/9/attn/transpose/1" -> "features/5/9/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/9/attn/reshape/2" -> "features/5/9/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.9.attn.proj.weight" -> "features/5/9/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.9.attn.proj.bias" -> "features/5/9/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/9/attn/linear/1" -> "features/5/9/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/9/attn/dropout/1" -> "features/5/9/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/9/attn/view/3" -> "features/5/9/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/9/attn/permute/3" -> "features/5/9/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/9/attn/reshape/3" -> "features/5/9/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/9/attn/__getitem__/5" -> "features/5/9/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/9/attn/contiguous/1" -> "features/5/9/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.9.norm1.weight" -> "features/5/9/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.9.norm1.bias" -> "features/5/9/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/9/norm1/layer_norm/0" -> "features/5/9/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/9/add/0" -> "features/5/9/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/9/add/0" -> "features/5/9/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.9.mlp.0.weight" -> "features/5/9/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.9.mlp.0.bias" -> "features/5/9/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/9/mlp/0/linear/0" -> "features/5/9/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/9/mlp/1/gelu/0" -> "features/5/9/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/9/mlp/2/dropout/0" -> "features/5/9/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.9.mlp.3.weight" -> "features/5/9/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.9.mlp.3.bias" -> "features/5/9/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/9/mlp/3/linear/0" -> "features/5/9/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/9/mlp/4/dropout/0" -> "features/5/9/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.9.norm2.weight" -> "features/5/9/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.9.norm2.bias" -> "features/5/9/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/9/norm2/layer_norm/0" -> "features/5/9/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/9/add/1" -> "features/5/10/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/9/add/1" -> "features/5/10/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.10.attn.relative_coords_table" -> "features/5/10/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.10.attn.cpb_mlp.0.weight" -> "features/5/10/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.10.attn.cpb_mlp.0.bias" -> "features/5/10/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/10/attn/cpb_mlp/0/linear/0" -> "features/5/10/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/10/attn/cpb_mlp/1/relu_/0" -> "features/5/10/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.10.attn.cpb_mlp.2.weight" -> "features/5/10/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/10/attn/cpb_mlp/2/linear/0" -> "features/5/10/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/10/attn/view/0" -> "features/5/10/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.10.attn.relative_position_index" -> "features/5/10/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/10/attn/__getitem__/0" -> "features/5/10/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/10/attn/view/1" -> "features/5/10/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/10/attn/permute/0" -> "features/5/10/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/10/attn/contiguous/0" -> "features/5/10/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/10/attn/unsqueeze/0" -> "features/5/10/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/10/attn/sigmoid/0" -> "features/5/10/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/10/attn/mul/0" -> "features/5/10/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/10/attn/pad/0" -> "features/5/10/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/10/attn/view/2" -> "features/5/10/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/10/attn/permute/1" -> "features/5/10/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/10/attn/reshape/0" -> "features/5/10/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.10.attn.qkv.bias" -> "features/5/10/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/10/attn/clone/0" -> "features/5/10/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/10/attn/clone/0" -> "features/5/10/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/10/attn/clone/0" -> "features/5/10/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/10/attn/__getitem__/1" -> "features/5/10/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.10.attn.qkv.weight" -> "features/5/10/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/10/attn/linear/0" -> "features/5/10/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/10/attn/reshape/1" -> "features/5/10/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/10/attn/permute/2" -> "features/5/10/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/10/attn/permute/2" -> "features/5/10/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/10/attn/permute/2" -> "features/5/10/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/10/attn/__getitem__/2" -> "features/5/10/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/10/attn/__getitem__/3" -> "features/5/10/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/10/attn/__getitem__/4" -> "features/5/10/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/10/attn/normalize/0" -> "features/5/10/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/10/attn/normalize/1" -> "features/5/10/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/10/attn/transpose/0" -> "features/5/10/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/10/attn/matmul/0" -> "features/5/10/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.10.attn.logit_scale" -> "features/5/10/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/10/attn/clamp/0" -> "features/5/10/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/10/attn/exp/0" -> "features/5/10/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/10/attn/mul/1" -> "features/5/10/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/10/attn/add/0" -> "features/5/10/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/10/attn/softmax/0" -> "features/5/10/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/10/attn/dropout/0" -> "features/5/10/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/10/attn/matmul/1" -> "features/5/10/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/10/attn/transpose/1" -> "features/5/10/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/10/attn/reshape/2" -> "features/5/10/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.10.attn.proj.weight" -> "features/5/10/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.10.attn.proj.bias" -> "features/5/10/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/10/attn/linear/1" -> "features/5/10/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/10/attn/dropout/1" -> "features/5/10/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/10/attn/view/3" -> "features/5/10/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/10/attn/permute/3" -> "features/5/10/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/10/attn/reshape/3" -> "features/5/10/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/10/attn/__getitem__/5" -> "features/5/10/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/10/attn/contiguous/1" -> "features/5/10/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.10.norm1.weight" -> "features/5/10/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.10.norm1.bias" -> "features/5/10/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/10/norm1/layer_norm/0" -> "features/5/10/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/10/add/0" -> "features/5/10/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/10/add/0" -> "features/5/10/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.10.mlp.0.weight" -> "features/5/10/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.10.mlp.0.bias" -> "features/5/10/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/10/mlp/0/linear/0" -> "features/5/10/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/10/mlp/1/gelu/0" -> "features/5/10/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/10/mlp/2/dropout/0" -> "features/5/10/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.10.mlp.3.weight" -> "features/5/10/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.10.mlp.3.bias" -> "features/5/10/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/10/mlp/3/linear/0" -> "features/5/10/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/10/mlp/4/dropout/0" -> "features/5/10/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.10.norm2.weight" -> "features/5/10/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.10.norm2.bias" -> "features/5/10/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/10/norm2/layer_norm/0" -> "features/5/10/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/10/add/1" -> "features/5/11/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/10/add/1" -> "features/5/11/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.11.attn.relative_coords_table" -> "features/5/11/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.11.attn.cpb_mlp.0.weight" -> "features/5/11/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.11.attn.cpb_mlp.0.bias" -> "features/5/11/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/11/attn/cpb_mlp/0/linear/0" -> "features/5/11/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/11/attn/cpb_mlp/1/relu_/0" -> "features/5/11/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.11.attn.cpb_mlp.2.weight" -> "features/5/11/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/11/attn/cpb_mlp/2/linear/0" -> "features/5/11/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/11/attn/view/0" -> "features/5/11/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.11.attn.relative_position_index" -> "features/5/11/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/11/attn/__getitem__/0" -> "features/5/11/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/11/attn/view/1" -> "features/5/11/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/11/attn/permute/0" -> "features/5/11/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/11/attn/contiguous/0" -> "features/5/11/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/11/attn/unsqueeze/0" -> "features/5/11/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/11/attn/sigmoid/0" -> "features/5/11/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/11/attn/mul/0" -> "features/5/11/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/11/attn/pad/0" -> "features/5/11/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/11/attn/view/2" -> "features/5/11/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/11/attn/permute/1" -> "features/5/11/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/11/attn/reshape/0" -> "features/5/11/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.11.attn.qkv.bias" -> "features/5/11/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/11/attn/clone/0" -> "features/5/11/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/11/attn/clone/0" -> "features/5/11/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/11/attn/clone/0" -> "features/5/11/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/11/attn/__getitem__/1" -> "features/5/11/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.11.attn.qkv.weight" -> "features/5/11/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/11/attn/linear/0" -> "features/5/11/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/11/attn/reshape/1" -> "features/5/11/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/11/attn/permute/2" -> "features/5/11/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/11/attn/permute/2" -> "features/5/11/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/11/attn/permute/2" -> "features/5/11/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/11/attn/__getitem__/2" -> "features/5/11/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/11/attn/__getitem__/3" -> "features/5/11/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/11/attn/__getitem__/4" -> "features/5/11/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/11/attn/normalize/0" -> "features/5/11/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/11/attn/normalize/1" -> "features/5/11/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/11/attn/transpose/0" -> "features/5/11/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/11/attn/matmul/0" -> "features/5/11/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.11.attn.logit_scale" -> "features/5/11/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/11/attn/clamp/0" -> "features/5/11/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/11/attn/exp/0" -> "features/5/11/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/11/attn/mul/1" -> "features/5/11/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/11/attn/add/0" -> "features/5/11/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/11/attn/softmax/0" -> "features/5/11/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/11/attn/dropout/0" -> "features/5/11/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/11/attn/matmul/1" -> "features/5/11/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/11/attn/transpose/1" -> "features/5/11/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/11/attn/reshape/2" -> "features/5/11/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.11.attn.proj.weight" -> "features/5/11/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.11.attn.proj.bias" -> "features/5/11/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/11/attn/linear/1" -> "features/5/11/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/11/attn/dropout/1" -> "features/5/11/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/11/attn/view/3" -> "features/5/11/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/11/attn/permute/3" -> "features/5/11/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/11/attn/reshape/3" -> "features/5/11/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/11/attn/__getitem__/5" -> "features/5/11/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/11/attn/contiguous/1" -> "features/5/11/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.11.norm1.weight" -> "features/5/11/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.11.norm1.bias" -> "features/5/11/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/11/norm1/layer_norm/0" -> "features/5/11/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/11/add/0" -> "features/5/11/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/11/add/0" -> "features/5/11/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.11.mlp.0.weight" -> "features/5/11/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.11.mlp.0.bias" -> "features/5/11/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/11/mlp/0/linear/0" -> "features/5/11/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/11/mlp/1/gelu/0" -> "features/5/11/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/11/mlp/2/dropout/0" -> "features/5/11/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.11.mlp.3.weight" -> "features/5/11/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.11.mlp.3.bias" -> "features/5/11/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/11/mlp/3/linear/0" -> "features/5/11/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/11/mlp/4/dropout/0" -> "features/5/11/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.11.norm2.weight" -> "features/5/11/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.11.norm2.bias" -> "features/5/11/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/11/norm2/layer_norm/0" -> "features/5/11/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/11/add/1" -> "features/5/12/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/11/add/1" -> "features/5/12/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.12.attn.relative_coords_table" -> "features/5/12/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.12.attn.cpb_mlp.0.weight" -> "features/5/12/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.12.attn.cpb_mlp.0.bias" -> "features/5/12/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/12/attn/cpb_mlp/0/linear/0" -> "features/5/12/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/12/attn/cpb_mlp/1/relu_/0" -> "features/5/12/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.12.attn.cpb_mlp.2.weight" -> "features/5/12/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/12/attn/cpb_mlp/2/linear/0" -> "features/5/12/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/12/attn/view/0" -> "features/5/12/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.12.attn.relative_position_index" -> "features/5/12/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/12/attn/__getitem__/0" -> "features/5/12/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/12/attn/view/1" -> "features/5/12/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/12/attn/permute/0" -> "features/5/12/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/12/attn/contiguous/0" -> "features/5/12/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/12/attn/unsqueeze/0" -> "features/5/12/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/12/attn/sigmoid/0" -> "features/5/12/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/12/attn/mul/0" -> "features/5/12/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/12/attn/pad/0" -> "features/5/12/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/12/attn/view/2" -> "features/5/12/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/12/attn/permute/1" -> "features/5/12/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/12/attn/reshape/0" -> "features/5/12/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.12.attn.qkv.bias" -> "features/5/12/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/12/attn/clone/0" -> "features/5/12/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/12/attn/clone/0" -> "features/5/12/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/12/attn/clone/0" -> "features/5/12/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/12/attn/__getitem__/1" -> "features/5/12/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.12.attn.qkv.weight" -> "features/5/12/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/12/attn/linear/0" -> "features/5/12/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/12/attn/reshape/1" -> "features/5/12/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/12/attn/permute/2" -> "features/5/12/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/12/attn/permute/2" -> "features/5/12/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/12/attn/permute/2" -> "features/5/12/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/12/attn/__getitem__/2" -> "features/5/12/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/12/attn/__getitem__/3" -> "features/5/12/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/12/attn/__getitem__/4" -> "features/5/12/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/12/attn/normalize/0" -> "features/5/12/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/12/attn/normalize/1" -> "features/5/12/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/12/attn/transpose/0" -> "features/5/12/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/12/attn/matmul/0" -> "features/5/12/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.12.attn.logit_scale" -> "features/5/12/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/12/attn/clamp/0" -> "features/5/12/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/12/attn/exp/0" -> "features/5/12/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/12/attn/mul/1" -> "features/5/12/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/12/attn/add/0" -> "features/5/12/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/12/attn/softmax/0" -> "features/5/12/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/12/attn/dropout/0" -> "features/5/12/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/12/attn/matmul/1" -> "features/5/12/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/12/attn/transpose/1" -> "features/5/12/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/12/attn/reshape/2" -> "features/5/12/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.12.attn.proj.weight" -> "features/5/12/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.12.attn.proj.bias" -> "features/5/12/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/12/attn/linear/1" -> "features/5/12/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/12/attn/dropout/1" -> "features/5/12/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/12/attn/view/3" -> "features/5/12/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/12/attn/permute/3" -> "features/5/12/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/12/attn/reshape/3" -> "features/5/12/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/12/attn/__getitem__/5" -> "features/5/12/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/12/attn/contiguous/1" -> "features/5/12/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.12.norm1.weight" -> "features/5/12/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.12.norm1.bias" -> "features/5/12/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/12/norm1/layer_norm/0" -> "features/5/12/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/12/add/0" -> "features/5/12/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/12/add/0" -> "features/5/12/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.12.mlp.0.weight" -> "features/5/12/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.12.mlp.0.bias" -> "features/5/12/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/12/mlp/0/linear/0" -> "features/5/12/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/12/mlp/1/gelu/0" -> "features/5/12/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/12/mlp/2/dropout/0" -> "features/5/12/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.12.mlp.3.weight" -> "features/5/12/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.12.mlp.3.bias" -> "features/5/12/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/12/mlp/3/linear/0" -> "features/5/12/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/12/mlp/4/dropout/0" -> "features/5/12/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.12.norm2.weight" -> "features/5/12/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.12.norm2.bias" -> "features/5/12/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/12/norm2/layer_norm/0" -> "features/5/12/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/12/add/1" -> "features/5/13/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/12/add/1" -> "features/5/13/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.13.attn.relative_coords_table" -> "features/5/13/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.13.attn.cpb_mlp.0.weight" -> "features/5/13/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.13.attn.cpb_mlp.0.bias" -> "features/5/13/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/13/attn/cpb_mlp/0/linear/0" -> "features/5/13/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/13/attn/cpb_mlp/1/relu_/0" -> "features/5/13/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.13.attn.cpb_mlp.2.weight" -> "features/5/13/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/13/attn/cpb_mlp/2/linear/0" -> "features/5/13/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/13/attn/view/0" -> "features/5/13/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.13.attn.relative_position_index" -> "features/5/13/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/13/attn/__getitem__/0" -> "features/5/13/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/13/attn/view/1" -> "features/5/13/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/13/attn/permute/0" -> "features/5/13/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/13/attn/contiguous/0" -> "features/5/13/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/13/attn/unsqueeze/0" -> "features/5/13/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/13/attn/sigmoid/0" -> "features/5/13/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/13/attn/mul/0" -> "features/5/13/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/13/attn/pad/0" -> "features/5/13/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/13/attn/view/2" -> "features/5/13/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/13/attn/permute/1" -> "features/5/13/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/13/attn/reshape/0" -> "features/5/13/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.13.attn.qkv.bias" -> "features/5/13/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/13/attn/clone/0" -> "features/5/13/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/13/attn/clone/0" -> "features/5/13/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/13/attn/clone/0" -> "features/5/13/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/13/attn/__getitem__/1" -> "features/5/13/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.13.attn.qkv.weight" -> "features/5/13/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/13/attn/linear/0" -> "features/5/13/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/13/attn/reshape/1" -> "features/5/13/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/13/attn/permute/2" -> "features/5/13/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/13/attn/permute/2" -> "features/5/13/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/13/attn/permute/2" -> "features/5/13/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/13/attn/__getitem__/2" -> "features/5/13/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/13/attn/__getitem__/3" -> "features/5/13/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/13/attn/__getitem__/4" -> "features/5/13/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/13/attn/normalize/0" -> "features/5/13/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/13/attn/normalize/1" -> "features/5/13/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/13/attn/transpose/0" -> "features/5/13/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/13/attn/matmul/0" -> "features/5/13/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.13.attn.logit_scale" -> "features/5/13/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/13/attn/clamp/0" -> "features/5/13/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/13/attn/exp/0" -> "features/5/13/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/13/attn/mul/1" -> "features/5/13/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/13/attn/add/0" -> "features/5/13/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/13/attn/softmax/0" -> "features/5/13/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/13/attn/dropout/0" -> "features/5/13/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/13/attn/matmul/1" -> "features/5/13/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/13/attn/transpose/1" -> "features/5/13/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/13/attn/reshape/2" -> "features/5/13/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.13.attn.proj.weight" -> "features/5/13/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.13.attn.proj.bias" -> "features/5/13/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/13/attn/linear/1" -> "features/5/13/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/13/attn/dropout/1" -> "features/5/13/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/13/attn/view/3" -> "features/5/13/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/13/attn/permute/3" -> "features/5/13/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/13/attn/reshape/3" -> "features/5/13/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/13/attn/__getitem__/5" -> "features/5/13/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/13/attn/contiguous/1" -> "features/5/13/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.13.norm1.weight" -> "features/5/13/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.13.norm1.bias" -> "features/5/13/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/13/norm1/layer_norm/0" -> "features/5/13/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/13/add/0" -> "features/5/13/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/13/add/0" -> "features/5/13/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.13.mlp.0.weight" -> "features/5/13/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.13.mlp.0.bias" -> "features/5/13/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/13/mlp/0/linear/0" -> "features/5/13/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/13/mlp/1/gelu/0" -> "features/5/13/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/13/mlp/2/dropout/0" -> "features/5/13/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.13.mlp.3.weight" -> "features/5/13/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.13.mlp.3.bias" -> "features/5/13/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/13/mlp/3/linear/0" -> "features/5/13/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/13/mlp/4/dropout/0" -> "features/5/13/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.13.norm2.weight" -> "features/5/13/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.13.norm2.bias" -> "features/5/13/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/13/norm2/layer_norm/0" -> "features/5/13/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/13/add/1" -> "features/5/14/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/13/add/1" -> "features/5/14/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.14.attn.relative_coords_table" -> "features/5/14/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.14.attn.cpb_mlp.0.weight" -> "features/5/14/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.14.attn.cpb_mlp.0.bias" -> "features/5/14/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/14/attn/cpb_mlp/0/linear/0" -> "features/5/14/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/14/attn/cpb_mlp/1/relu_/0" -> "features/5/14/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.14.attn.cpb_mlp.2.weight" -> "features/5/14/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/14/attn/cpb_mlp/2/linear/0" -> "features/5/14/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/14/attn/view/0" -> "features/5/14/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.14.attn.relative_position_index" -> "features/5/14/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/14/attn/__getitem__/0" -> "features/5/14/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/14/attn/view/1" -> "features/5/14/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/14/attn/permute/0" -> "features/5/14/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/14/attn/contiguous/0" -> "features/5/14/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/14/attn/unsqueeze/0" -> "features/5/14/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/14/attn/sigmoid/0" -> "features/5/14/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/14/attn/mul/0" -> "features/5/14/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/14/attn/pad/0" -> "features/5/14/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/14/attn/view/2" -> "features/5/14/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/14/attn/permute/1" -> "features/5/14/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/14/attn/reshape/0" -> "features/5/14/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.14.attn.qkv.bias" -> "features/5/14/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/14/attn/clone/0" -> "features/5/14/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/14/attn/clone/0" -> "features/5/14/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/14/attn/clone/0" -> "features/5/14/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/14/attn/__getitem__/1" -> "features/5/14/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.14.attn.qkv.weight" -> "features/5/14/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/14/attn/linear/0" -> "features/5/14/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/14/attn/reshape/1" -> "features/5/14/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/14/attn/permute/2" -> "features/5/14/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/14/attn/permute/2" -> "features/5/14/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/14/attn/permute/2" -> "features/5/14/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/14/attn/__getitem__/2" -> "features/5/14/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/14/attn/__getitem__/3" -> "features/5/14/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/14/attn/__getitem__/4" -> "features/5/14/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/14/attn/normalize/0" -> "features/5/14/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/14/attn/normalize/1" -> "features/5/14/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/14/attn/transpose/0" -> "features/5/14/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/14/attn/matmul/0" -> "features/5/14/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.14.attn.logit_scale" -> "features/5/14/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/14/attn/clamp/0" -> "features/5/14/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/14/attn/exp/0" -> "features/5/14/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/14/attn/mul/1" -> "features/5/14/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/14/attn/add/0" -> "features/5/14/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/14/attn/softmax/0" -> "features/5/14/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/14/attn/dropout/0" -> "features/5/14/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/14/attn/matmul/1" -> "features/5/14/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/14/attn/transpose/1" -> "features/5/14/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/14/attn/reshape/2" -> "features/5/14/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.14.attn.proj.weight" -> "features/5/14/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.14.attn.proj.bias" -> "features/5/14/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/14/attn/linear/1" -> "features/5/14/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/14/attn/dropout/1" -> "features/5/14/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/14/attn/view/3" -> "features/5/14/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/14/attn/permute/3" -> "features/5/14/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/14/attn/reshape/3" -> "features/5/14/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/14/attn/__getitem__/5" -> "features/5/14/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/14/attn/contiguous/1" -> "features/5/14/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.14.norm1.weight" -> "features/5/14/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.14.norm1.bias" -> "features/5/14/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/14/norm1/layer_norm/0" -> "features/5/14/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/14/add/0" -> "features/5/14/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/14/add/0" -> "features/5/14/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.14.mlp.0.weight" -> "features/5/14/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.14.mlp.0.bias" -> "features/5/14/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/14/mlp/0/linear/0" -> "features/5/14/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/14/mlp/1/gelu/0" -> "features/5/14/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/14/mlp/2/dropout/0" -> "features/5/14/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.14.mlp.3.weight" -> "features/5/14/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.14.mlp.3.bias" -> "features/5/14/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/14/mlp/3/linear/0" -> "features/5/14/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/14/mlp/4/dropout/0" -> "features/5/14/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.14.norm2.weight" -> "features/5/14/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.14.norm2.bias" -> "features/5/14/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/14/norm2/layer_norm/0" -> "features/5/14/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/14/add/1" -> "features/5/15/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/14/add/1" -> "features/5/15/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.15.attn.relative_coords_table" -> "features/5/15/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.15.attn.cpb_mlp.0.weight" -> "features/5/15/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.15.attn.cpb_mlp.0.bias" -> "features/5/15/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/15/attn/cpb_mlp/0/linear/0" -> "features/5/15/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/15/attn/cpb_mlp/1/relu_/0" -> "features/5/15/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.15.attn.cpb_mlp.2.weight" -> "features/5/15/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/15/attn/cpb_mlp/2/linear/0" -> "features/5/15/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/15/attn/view/0" -> "features/5/15/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.15.attn.relative_position_index" -> "features/5/15/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/15/attn/__getitem__/0" -> "features/5/15/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/15/attn/view/1" -> "features/5/15/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/15/attn/permute/0" -> "features/5/15/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/15/attn/contiguous/0" -> "features/5/15/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/15/attn/unsqueeze/0" -> "features/5/15/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/15/attn/sigmoid/0" -> "features/5/15/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/15/attn/mul/0" -> "features/5/15/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/15/attn/pad/0" -> "features/5/15/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/15/attn/view/2" -> "features/5/15/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/15/attn/permute/1" -> "features/5/15/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/15/attn/reshape/0" -> "features/5/15/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.15.attn.qkv.bias" -> "features/5/15/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/15/attn/clone/0" -> "features/5/15/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/15/attn/clone/0" -> "features/5/15/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/15/attn/clone/0" -> "features/5/15/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/15/attn/__getitem__/1" -> "features/5/15/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.15.attn.qkv.weight" -> "features/5/15/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/15/attn/linear/0" -> "features/5/15/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/15/attn/reshape/1" -> "features/5/15/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/15/attn/permute/2" -> "features/5/15/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/15/attn/permute/2" -> "features/5/15/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/15/attn/permute/2" -> "features/5/15/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/15/attn/__getitem__/2" -> "features/5/15/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/15/attn/__getitem__/3" -> "features/5/15/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/15/attn/__getitem__/4" -> "features/5/15/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/15/attn/normalize/0" -> "features/5/15/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/15/attn/normalize/1" -> "features/5/15/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/15/attn/transpose/0" -> "features/5/15/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/15/attn/matmul/0" -> "features/5/15/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.15.attn.logit_scale" -> "features/5/15/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/15/attn/clamp/0" -> "features/5/15/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/15/attn/exp/0" -> "features/5/15/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/15/attn/mul/1" -> "features/5/15/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/15/attn/add/0" -> "features/5/15/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/15/attn/softmax/0" -> "features/5/15/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/15/attn/dropout/0" -> "features/5/15/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/15/attn/matmul/1" -> "features/5/15/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/15/attn/transpose/1" -> "features/5/15/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/15/attn/reshape/2" -> "features/5/15/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.15.attn.proj.weight" -> "features/5/15/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.15.attn.proj.bias" -> "features/5/15/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/15/attn/linear/1" -> "features/5/15/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/15/attn/dropout/1" -> "features/5/15/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/15/attn/view/3" -> "features/5/15/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/15/attn/permute/3" -> "features/5/15/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/15/attn/reshape/3" -> "features/5/15/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/15/attn/__getitem__/5" -> "features/5/15/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/15/attn/contiguous/1" -> "features/5/15/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.15.norm1.weight" -> "features/5/15/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.15.norm1.bias" -> "features/5/15/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/15/norm1/layer_norm/0" -> "features/5/15/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/15/add/0" -> "features/5/15/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/15/add/0" -> "features/5/15/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.15.mlp.0.weight" -> "features/5/15/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.15.mlp.0.bias" -> "features/5/15/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/15/mlp/0/linear/0" -> "features/5/15/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/15/mlp/1/gelu/0" -> "features/5/15/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/15/mlp/2/dropout/0" -> "features/5/15/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.15.mlp.3.weight" -> "features/5/15/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.15.mlp.3.bias" -> "features/5/15/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/15/mlp/3/linear/0" -> "features/5/15/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/15/mlp/4/dropout/0" -> "features/5/15/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.15.norm2.weight" -> "features/5/15/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.15.norm2.bias" -> "features/5/15/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/15/norm2/layer_norm/0" -> "features/5/15/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/15/add/1" -> "features/5/16/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/15/add/1" -> "features/5/16/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.16.attn.relative_coords_table" -> "features/5/16/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.16.attn.cpb_mlp.0.weight" -> "features/5/16/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.16.attn.cpb_mlp.0.bias" -> "features/5/16/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/16/attn/cpb_mlp/0/linear/0" -> "features/5/16/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/16/attn/cpb_mlp/1/relu_/0" -> "features/5/16/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.16.attn.cpb_mlp.2.weight" -> "features/5/16/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/16/attn/cpb_mlp/2/linear/0" -> "features/5/16/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/16/attn/view/0" -> "features/5/16/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.16.attn.relative_position_index" -> "features/5/16/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/16/attn/__getitem__/0" -> "features/5/16/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/16/attn/view/1" -> "features/5/16/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/16/attn/permute/0" -> "features/5/16/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/16/attn/contiguous/0" -> "features/5/16/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/16/attn/unsqueeze/0" -> "features/5/16/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/16/attn/sigmoid/0" -> "features/5/16/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/16/attn/mul/0" -> "features/5/16/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/16/attn/pad/0" -> "features/5/16/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/16/attn/view/2" -> "features/5/16/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/16/attn/permute/1" -> "features/5/16/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/16/attn/reshape/0" -> "features/5/16/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.16.attn.qkv.bias" -> "features/5/16/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/16/attn/clone/0" -> "features/5/16/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/16/attn/clone/0" -> "features/5/16/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/16/attn/clone/0" -> "features/5/16/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/16/attn/__getitem__/1" -> "features/5/16/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.16.attn.qkv.weight" -> "features/5/16/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/16/attn/linear/0" -> "features/5/16/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/16/attn/reshape/1" -> "features/5/16/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/16/attn/permute/2" -> "features/5/16/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/16/attn/permute/2" -> "features/5/16/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/16/attn/permute/2" -> "features/5/16/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/16/attn/__getitem__/2" -> "features/5/16/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/16/attn/__getitem__/3" -> "features/5/16/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/16/attn/__getitem__/4" -> "features/5/16/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/16/attn/normalize/0" -> "features/5/16/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/16/attn/normalize/1" -> "features/5/16/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/16/attn/transpose/0" -> "features/5/16/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/16/attn/matmul/0" -> "features/5/16/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.16.attn.logit_scale" -> "features/5/16/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/16/attn/clamp/0" -> "features/5/16/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/16/attn/exp/0" -> "features/5/16/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/16/attn/mul/1" -> "features/5/16/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/16/attn/add/0" -> "features/5/16/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/16/attn/softmax/0" -> "features/5/16/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/16/attn/dropout/0" -> "features/5/16/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/16/attn/matmul/1" -> "features/5/16/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/16/attn/transpose/1" -> "features/5/16/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/16/attn/reshape/2" -> "features/5/16/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.16.attn.proj.weight" -> "features/5/16/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.16.attn.proj.bias" -> "features/5/16/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/16/attn/linear/1" -> "features/5/16/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/16/attn/dropout/1" -> "features/5/16/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/16/attn/view/3" -> "features/5/16/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/16/attn/permute/3" -> "features/5/16/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/16/attn/reshape/3" -> "features/5/16/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/16/attn/__getitem__/5" -> "features/5/16/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/16/attn/contiguous/1" -> "features/5/16/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.16.norm1.weight" -> "features/5/16/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.16.norm1.bias" -> "features/5/16/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/16/norm1/layer_norm/0" -> "features/5/16/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/16/add/0" -> "features/5/16/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/16/add/0" -> "features/5/16/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.16.mlp.0.weight" -> "features/5/16/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.16.mlp.0.bias" -> "features/5/16/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/16/mlp/0/linear/0" -> "features/5/16/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/16/mlp/1/gelu/0" -> "features/5/16/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/16/mlp/2/dropout/0" -> "features/5/16/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.16.mlp.3.weight" -> "features/5/16/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.16.mlp.3.bias" -> "features/5/16/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/16/mlp/3/linear/0" -> "features/5/16/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/16/mlp/4/dropout/0" -> "features/5/16/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.16.norm2.weight" -> "features/5/16/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.16.norm2.bias" -> "features/5/16/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/16/norm2/layer_norm/0" -> "features/5/16/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/16/add/1" -> "features/5/17/attn/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/16/add/1" -> "features/5/17/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.17.attn.relative_coords_table" -> "features/5/17/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.5.17.attn.cpb_mlp.0.weight" -> "features/5/17/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.5.17.attn.cpb_mlp.0.bias" -> "features/5/17/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/5/17/attn/cpb_mlp/0/linear/0" -> "features/5/17/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/5/17/attn/cpb_mlp/1/relu_/0" -> "features/5/17/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.5.17.attn.cpb_mlp.2.weight" -> "features/5/17/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(16, 512)"]; +"features/5/17/attn/cpb_mlp/2/linear/0" -> "features/5/17/attn/view/0" [dtype=float, shape="(1, 15, 15, 16)"]; +"features/5/17/attn/view/0" -> "features/5/17/attn/__getitem__/0" [dtype=float, shape="(225, 16)"]; +"features.5.17.attn.relative_position_index" -> "features/5/17/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/5/17/attn/__getitem__/0" -> "features/5/17/attn/view/1" [dtype=float, shape="(4096, 16)"]; +"features/5/17/attn/view/1" -> "features/5/17/attn/permute/0" [dtype=float, shape="(64, 64, 16)"]; +"features/5/17/attn/permute/0" -> "features/5/17/attn/contiguous/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/17/attn/contiguous/0" -> "features/5/17/attn/unsqueeze/0" [dtype=float, shape="(16, 64, 64)"]; +"features/5/17/attn/unsqueeze/0" -> "features/5/17/attn/sigmoid/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/17/attn/sigmoid/0" -> "features/5/17/attn/mul/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/17/attn/mul/0" -> "features/5/17/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/17/attn/pad/0" -> "features/5/17/attn/view/2" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/17/attn/view/2" -> "features/5/17/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/17/attn/permute/1" -> "features/5/17/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/17/attn/reshape/0" -> "features/5/17/attn/linear/0" [dtype=float, shape="(1, 64, 512)"]; +"features.5.17.attn.qkv.bias" -> "features/5/17/attn/clone/0" [dtype=float, shape="(1536,)"]; +"features/5/17/attn/clone/0" -> "features/5/17/attn/numel/0" [dtype=float, shape="(1536,)"]; +"features/5/17/attn/clone/0" -> "features/5/17/attn/__getitem__/1" [dtype=float, shape="(1536,)"]; +"features/5/17/attn/clone/0" -> "features/5/17/attn/linear/0" [dtype=float, shape="(1536,)"]; +"features/5/17/attn/__getitem__/1" -> "features/5/17/attn/zero_/0" [dtype=float, shape="(512,)"]; +"features.5.17.attn.qkv.weight" -> "features/5/17/attn/linear/0" [dtype=float, shape="(1536, 512)"]; +"features/5/17/attn/linear/0" -> "features/5/17/attn/reshape/1" [dtype=float, shape="(1, 64, 1536)"]; +"features/5/17/attn/reshape/1" -> "features/5/17/attn/permute/2" [dtype=float, shape="(1, 64, 3, 16, 32)"]; +"features/5/17/attn/permute/2" -> "features/5/17/attn/__getitem__/2" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/17/attn/permute/2" -> "features/5/17/attn/__getitem__/3" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/17/attn/permute/2" -> "features/5/17/attn/__getitem__/4" [dtype=float, shape="(3, 1, 16, 64, 32)"]; +"features/5/17/attn/__getitem__/2" -> "features/5/17/attn/normalize/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/17/attn/__getitem__/3" -> "features/5/17/attn/normalize/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/17/attn/__getitem__/4" -> "features/5/17/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/17/attn/normalize/0" -> "features/5/17/attn/matmul/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/17/attn/normalize/1" -> "features/5/17/attn/transpose/0" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/17/attn/transpose/0" -> "features/5/17/attn/matmul/0" [dtype=float, shape="(1, 16, 32, 64)"]; +"features/5/17/attn/matmul/0" -> "features/5/17/attn/mul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features.5.17.attn.logit_scale" -> "features/5/17/attn/clamp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/17/attn/clamp/0" -> "features/5/17/attn/exp/0" [dtype=float, shape="(16, 1, 1)"]; +"features/5/17/attn/exp/0" -> "features/5/17/attn/mul/1" [dtype=float, shape="(16, 1, 1)"]; +"features/5/17/attn/mul/1" -> "features/5/17/attn/add/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/17/attn/add/0" -> "features/5/17/attn/softmax/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/17/attn/softmax/0" -> "features/5/17/attn/dropout/0" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/17/attn/dropout/0" -> "features/5/17/attn/matmul/1" [dtype=float, shape="(1, 16, 64, 64)"]; +"features/5/17/attn/matmul/1" -> "features/5/17/attn/transpose/1" [dtype=float, shape="(1, 16, 64, 32)"]; +"features/5/17/attn/transpose/1" -> "features/5/17/attn/reshape/2" [dtype=float, shape="(1, 64, 16, 32)"]; +"features/5/17/attn/reshape/2" -> "features/5/17/attn/linear/1" [dtype=float, shape="(1, 64, 512)"]; +"features.5.17.attn.proj.weight" -> "features/5/17/attn/linear/1" [dtype=float, shape="(512, 512)"]; +"features.5.17.attn.proj.bias" -> "features/5/17/attn/linear/1" [dtype=float, shape="(512,)"]; +"features/5/17/attn/linear/1" -> "features/5/17/attn/dropout/1" [dtype=float, shape="(1, 64, 512)"]; +"features/5/17/attn/dropout/1" -> "features/5/17/attn/view/3" [dtype=float, shape="(1, 64, 512)"]; +"features/5/17/attn/view/3" -> "features/5/17/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 512)"]; +"features/5/17/attn/permute/3" -> "features/5/17/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 512)"]; +"features/5/17/attn/reshape/3" -> "features/5/17/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 512)"]; +"features/5/17/attn/__getitem__/5" -> "features/5/17/attn/contiguous/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/17/attn/contiguous/1" -> "features/5/17/norm1/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.17.norm1.weight" -> "features/5/17/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.17.norm1.bias" -> "features/5/17/norm1/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/17/norm1/layer_norm/0" -> "features/5/17/add/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/17/add/0" -> "features/5/17/mlp/0/linear/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/17/add/0" -> "features/5/17/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.17.mlp.0.weight" -> "features/5/17/mlp/0/linear/0" [dtype=float, shape="(2048, 512)"]; +"features.5.17.mlp.0.bias" -> "features/5/17/mlp/0/linear/0" [dtype=float, shape="(2048,)"]; +"features/5/17/mlp/0/linear/0" -> "features/5/17/mlp/1/gelu/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/17/mlp/1/gelu/0" -> "features/5/17/mlp/2/dropout/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features/5/17/mlp/2/dropout/0" -> "features/5/17/mlp/3/linear/0" [dtype=float, shape="(1, 4, 4, 2048)"]; +"features.5.17.mlp.3.weight" -> "features/5/17/mlp/3/linear/0" [dtype=float, shape="(512, 2048)"]; +"features.5.17.mlp.3.bias" -> "features/5/17/mlp/3/linear/0" [dtype=float, shape="(512,)"]; +"features/5/17/mlp/3/linear/0" -> "features/5/17/mlp/4/dropout/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/17/mlp/4/dropout/0" -> "features/5/17/norm2/layer_norm/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features.5.17.norm2.weight" -> "features/5/17/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features.5.17.norm2.bias" -> "features/5/17/norm2/layer_norm/0" [dtype=float, shape="(512,)"]; +"features/5/17/norm2/layer_norm/0" -> "features/5/17/add/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/5/17/add/1" -> "features/6/pad/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/6/pad/0" -> "features/6/__getitem__/0" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/6/pad/0" -> "features/6/__getitem__/1" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/6/pad/0" -> "features/6/__getitem__/2" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/6/pad/0" -> "features/6/__getitem__/3" [dtype=float, shape="(1, 4, 4, 512)"]; +"features/6/__getitem__/0" -> "features/6/cat/0" [dtype=float, shape="(1, 2, 2, 512)"]; +"features/6/__getitem__/1" -> "features/6/cat/0" [dtype=float, shape="(1, 2, 2, 512)"]; +"features/6/__getitem__/2" -> "features/6/cat/0" [dtype=float, shape="(1, 2, 2, 512)"]; +"features/6/__getitem__/3" -> "features/6/cat/0" [dtype=float, shape="(1, 2, 2, 512)"]; +"features/6/cat/0" -> "features/6/reduction/linear/0" [dtype=float, shape="(1, 2, 2, 2048)"]; +"features.6.reduction.weight" -> "features/6/reduction/linear/0" [dtype=float, shape="(1024, 2048)"]; +"features/6/reduction/linear/0" -> "features/6/norm/layer_norm/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features.6.norm.weight" -> "features/6/norm/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features.6.norm.bias" -> "features/6/norm/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features/6/norm/layer_norm/0" -> "features/7/0/attn/pad/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/6/norm/layer_norm/0" -> "features/7/0/add/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features.7.0.attn.relative_coords_table" -> "features/7/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.7.0.attn.cpb_mlp.0.weight" -> "features/7/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.7.0.attn.cpb_mlp.0.bias" -> "features/7/0/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/7/0/attn/cpb_mlp/0/linear/0" -> "features/7/0/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/7/0/attn/cpb_mlp/1/relu_/0" -> "features/7/0/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.7.0.attn.cpb_mlp.2.weight" -> "features/7/0/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(32, 512)"]; +"features/7/0/attn/cpb_mlp/2/linear/0" -> "features/7/0/attn/view/0" [dtype=float, shape="(1, 15, 15, 32)"]; +"features/7/0/attn/view/0" -> "features/7/0/attn/__getitem__/0" [dtype=float, shape="(225, 32)"]; +"features.7.0.attn.relative_position_index" -> "features/7/0/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/7/0/attn/__getitem__/0" -> "features/7/0/attn/view/1" [dtype=float, shape="(4096, 32)"]; +"features/7/0/attn/view/1" -> "features/7/0/attn/permute/0" [dtype=float, shape="(64, 64, 32)"]; +"features/7/0/attn/permute/0" -> "features/7/0/attn/contiguous/0" [dtype=float, shape="(32, 64, 64)"]; +"features/7/0/attn/contiguous/0" -> "features/7/0/attn/unsqueeze/0" [dtype=float, shape="(32, 64, 64)"]; +"features/7/0/attn/unsqueeze/0" -> "features/7/0/attn/sigmoid/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/0/attn/sigmoid/0" -> "features/7/0/attn/mul/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/0/attn/mul/0" -> "features/7/0/attn/add/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/0/attn/pad/0" -> "features/7/0/attn/view/2" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features/7/0/attn/view/2" -> "features/7/0/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 1024)"]; +"features/7/0/attn/permute/1" -> "features/7/0/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 1024)"]; +"features/7/0/attn/reshape/0" -> "features/7/0/attn/linear/0" [dtype=float, shape="(1, 64, 1024)"]; +"features.7.0.attn.qkv.bias" -> "features/7/0/attn/clone/0" [dtype=float, shape="(3072,)"]; +"features/7/0/attn/clone/0" -> "features/7/0/attn/numel/0" [dtype=float, shape="(3072,)"]; +"features/7/0/attn/clone/0" -> "features/7/0/attn/__getitem__/1" [dtype=float, shape="(3072,)"]; +"features/7/0/attn/clone/0" -> "features/7/0/attn/linear/0" [dtype=float, shape="(3072,)"]; +"features/7/0/attn/__getitem__/1" -> "features/7/0/attn/zero_/0" [dtype=float, shape="(1024,)"]; +"features.7.0.attn.qkv.weight" -> "features/7/0/attn/linear/0" [dtype=float, shape="(3072, 1024)"]; +"features/7/0/attn/linear/0" -> "features/7/0/attn/reshape/1" [dtype=float, shape="(1, 64, 3072)"]; +"features/7/0/attn/reshape/1" -> "features/7/0/attn/permute/2" [dtype=float, shape="(1, 64, 3, 32, 32)"]; +"features/7/0/attn/permute/2" -> "features/7/0/attn/__getitem__/2" [dtype=float, shape="(3, 1, 32, 64, 32)"]; +"features/7/0/attn/permute/2" -> "features/7/0/attn/__getitem__/3" [dtype=float, shape="(3, 1, 32, 64, 32)"]; +"features/7/0/attn/permute/2" -> "features/7/0/attn/__getitem__/4" [dtype=float, shape="(3, 1, 32, 64, 32)"]; +"features/7/0/attn/__getitem__/2" -> "features/7/0/attn/normalize/0" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/0/attn/__getitem__/3" -> "features/7/0/attn/normalize/1" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/0/attn/__getitem__/4" -> "features/7/0/attn/matmul/1" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/0/attn/normalize/0" -> "features/7/0/attn/matmul/0" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/0/attn/normalize/1" -> "features/7/0/attn/transpose/0" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/0/attn/transpose/0" -> "features/7/0/attn/matmul/0" [dtype=float, shape="(1, 32, 32, 64)"]; +"features/7/0/attn/matmul/0" -> "features/7/0/attn/mul/1" [dtype=float, shape="(1, 32, 64, 64)"]; +"features.7.0.attn.logit_scale" -> "features/7/0/attn/clamp/0" [dtype=float, shape="(32, 1, 1)"]; +"features/7/0/attn/clamp/0" -> "features/7/0/attn/exp/0" [dtype=float, shape="(32, 1, 1)"]; +"features/7/0/attn/exp/0" -> "features/7/0/attn/mul/1" [dtype=float, shape="(32, 1, 1)"]; +"features/7/0/attn/mul/1" -> "features/7/0/attn/add/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/0/attn/add/0" -> "features/7/0/attn/softmax/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/0/attn/softmax/0" -> "features/7/0/attn/dropout/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/0/attn/dropout/0" -> "features/7/0/attn/matmul/1" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/0/attn/matmul/1" -> "features/7/0/attn/transpose/1" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/0/attn/transpose/1" -> "features/7/0/attn/reshape/2" [dtype=float, shape="(1, 64, 32, 32)"]; +"features/7/0/attn/reshape/2" -> "features/7/0/attn/linear/1" [dtype=float, shape="(1, 64, 1024)"]; +"features.7.0.attn.proj.weight" -> "features/7/0/attn/linear/1" [dtype=float, shape="(1024, 1024)"]; +"features.7.0.attn.proj.bias" -> "features/7/0/attn/linear/1" [dtype=float, shape="(1024,)"]; +"features/7/0/attn/linear/1" -> "features/7/0/attn/dropout/1" [dtype=float, shape="(1, 64, 1024)"]; +"features/7/0/attn/dropout/1" -> "features/7/0/attn/view/3" [dtype=float, shape="(1, 64, 1024)"]; +"features/7/0/attn/view/3" -> "features/7/0/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 1024)"]; +"features/7/0/attn/permute/3" -> "features/7/0/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 1024)"]; +"features/7/0/attn/reshape/3" -> "features/7/0/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features/7/0/attn/__getitem__/5" -> "features/7/0/attn/contiguous/1" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/0/attn/contiguous/1" -> "features/7/0/norm1/layer_norm/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features.7.0.norm1.weight" -> "features/7/0/norm1/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features.7.0.norm1.bias" -> "features/7/0/norm1/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features/7/0/norm1/layer_norm/0" -> "features/7/0/add/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/0/add/0" -> "features/7/0/mlp/0/linear/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/0/add/0" -> "features/7/0/add/1" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features.7.0.mlp.0.weight" -> "features/7/0/mlp/0/linear/0" [dtype=float, shape="(4096, 1024)"]; +"features.7.0.mlp.0.bias" -> "features/7/0/mlp/0/linear/0" [dtype=float, shape="(4096,)"]; +"features/7/0/mlp/0/linear/0" -> "features/7/0/mlp/1/gelu/0" [dtype=float, shape="(1, 2, 2, 4096)"]; +"features/7/0/mlp/1/gelu/0" -> "features/7/0/mlp/2/dropout/0" [dtype=float, shape="(1, 2, 2, 4096)"]; +"features/7/0/mlp/2/dropout/0" -> "features/7/0/mlp/3/linear/0" [dtype=float, shape="(1, 2, 2, 4096)"]; +"features.7.0.mlp.3.weight" -> "features/7/0/mlp/3/linear/0" [dtype=float, shape="(1024, 4096)"]; +"features.7.0.mlp.3.bias" -> "features/7/0/mlp/3/linear/0" [dtype=float, shape="(1024,)"]; +"features/7/0/mlp/3/linear/0" -> "features/7/0/mlp/4/dropout/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/0/mlp/4/dropout/0" -> "features/7/0/norm2/layer_norm/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features.7.0.norm2.weight" -> "features/7/0/norm2/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features.7.0.norm2.bias" -> "features/7/0/norm2/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features/7/0/norm2/layer_norm/0" -> "features/7/0/add/1" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/0/add/1" -> "features/7/1/attn/pad/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/0/add/1" -> "features/7/1/add/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features.7.1.attn.relative_coords_table" -> "features/7/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(1, 15, 15, 2)"]; +"features.7.1.attn.cpb_mlp.0.weight" -> "features/7/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512, 2)"]; +"features.7.1.attn.cpb_mlp.0.bias" -> "features/7/1/attn/cpb_mlp/0/linear/0" [dtype=float, shape="(512,)"]; +"features/7/1/attn/cpb_mlp/0/linear/0" -> "features/7/1/attn/cpb_mlp/1/relu_/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features/7/1/attn/cpb_mlp/1/relu_/0" -> "features/7/1/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(1, 15, 15, 512)"]; +"features.7.1.attn.cpb_mlp.2.weight" -> "features/7/1/attn/cpb_mlp/2/linear/0" [dtype=float, shape="(32, 512)"]; +"features/7/1/attn/cpb_mlp/2/linear/0" -> "features/7/1/attn/view/0" [dtype=float, shape="(1, 15, 15, 32)"]; +"features/7/1/attn/view/0" -> "features/7/1/attn/__getitem__/0" [dtype=float, shape="(225, 32)"]; +"features.7.1.attn.relative_position_index" -> "features/7/1/attn/__getitem__/0" [dtype=int, shape="(4096,)"]; +"features/7/1/attn/__getitem__/0" -> "features/7/1/attn/view/1" [dtype=float, shape="(4096, 32)"]; +"features/7/1/attn/view/1" -> "features/7/1/attn/permute/0" [dtype=float, shape="(64, 64, 32)"]; +"features/7/1/attn/permute/0" -> "features/7/1/attn/contiguous/0" [dtype=float, shape="(32, 64, 64)"]; +"features/7/1/attn/contiguous/0" -> "features/7/1/attn/unsqueeze/0" [dtype=float, shape="(32, 64, 64)"]; +"features/7/1/attn/unsqueeze/0" -> "features/7/1/attn/sigmoid/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/1/attn/sigmoid/0" -> "features/7/1/attn/mul/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/1/attn/mul/0" -> "features/7/1/attn/add/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/1/attn/pad/0" -> "features/7/1/attn/view/2" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features/7/1/attn/view/2" -> "features/7/1/attn/permute/1" [dtype=float, shape="(1, 1, 8, 1, 8, 1024)"]; +"features/7/1/attn/permute/1" -> "features/7/1/attn/reshape/0" [dtype=float, shape="(1, 1, 1, 8, 8, 1024)"]; +"features/7/1/attn/reshape/0" -> "features/7/1/attn/linear/0" [dtype=float, shape="(1, 64, 1024)"]; +"features.7.1.attn.qkv.bias" -> "features/7/1/attn/clone/0" [dtype=float, shape="(3072,)"]; +"features/7/1/attn/clone/0" -> "features/7/1/attn/numel/0" [dtype=float, shape="(3072,)"]; +"features/7/1/attn/clone/0" -> "features/7/1/attn/__getitem__/1" [dtype=float, shape="(3072,)"]; +"features/7/1/attn/clone/0" -> "features/7/1/attn/linear/0" [dtype=float, shape="(3072,)"]; +"features/7/1/attn/__getitem__/1" -> "features/7/1/attn/zero_/0" [dtype=float, shape="(1024,)"]; +"features.7.1.attn.qkv.weight" -> "features/7/1/attn/linear/0" [dtype=float, shape="(3072, 1024)"]; +"features/7/1/attn/linear/0" -> "features/7/1/attn/reshape/1" [dtype=float, shape="(1, 64, 3072)"]; +"features/7/1/attn/reshape/1" -> "features/7/1/attn/permute/2" [dtype=float, shape="(1, 64, 3, 32, 32)"]; +"features/7/1/attn/permute/2" -> "features/7/1/attn/__getitem__/2" [dtype=float, shape="(3, 1, 32, 64, 32)"]; +"features/7/1/attn/permute/2" -> "features/7/1/attn/__getitem__/3" [dtype=float, shape="(3, 1, 32, 64, 32)"]; +"features/7/1/attn/permute/2" -> "features/7/1/attn/__getitem__/4" [dtype=float, shape="(3, 1, 32, 64, 32)"]; +"features/7/1/attn/__getitem__/2" -> "features/7/1/attn/normalize/0" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/1/attn/__getitem__/3" -> "features/7/1/attn/normalize/1" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/1/attn/__getitem__/4" -> "features/7/1/attn/matmul/1" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/1/attn/normalize/0" -> "features/7/1/attn/matmul/0" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/1/attn/normalize/1" -> "features/7/1/attn/transpose/0" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/1/attn/transpose/0" -> "features/7/1/attn/matmul/0" [dtype=float, shape="(1, 32, 32, 64)"]; +"features/7/1/attn/matmul/0" -> "features/7/1/attn/mul/1" [dtype=float, shape="(1, 32, 64, 64)"]; +"features.7.1.attn.logit_scale" -> "features/7/1/attn/clamp/0" [dtype=float, shape="(32, 1, 1)"]; +"features/7/1/attn/clamp/0" -> "features/7/1/attn/exp/0" [dtype=float, shape="(32, 1, 1)"]; +"features/7/1/attn/exp/0" -> "features/7/1/attn/mul/1" [dtype=float, shape="(32, 1, 1)"]; +"features/7/1/attn/mul/1" -> "features/7/1/attn/add/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/1/attn/add/0" -> "features/7/1/attn/softmax/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/1/attn/softmax/0" -> "features/7/1/attn/dropout/0" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/1/attn/dropout/0" -> "features/7/1/attn/matmul/1" [dtype=float, shape="(1, 32, 64, 64)"]; +"features/7/1/attn/matmul/1" -> "features/7/1/attn/transpose/1" [dtype=float, shape="(1, 32, 64, 32)"]; +"features/7/1/attn/transpose/1" -> "features/7/1/attn/reshape/2" [dtype=float, shape="(1, 64, 32, 32)"]; +"features/7/1/attn/reshape/2" -> "features/7/1/attn/linear/1" [dtype=float, shape="(1, 64, 1024)"]; +"features.7.1.attn.proj.weight" -> "features/7/1/attn/linear/1" [dtype=float, shape="(1024, 1024)"]; +"features.7.1.attn.proj.bias" -> "features/7/1/attn/linear/1" [dtype=float, shape="(1024,)"]; +"features/7/1/attn/linear/1" -> "features/7/1/attn/dropout/1" [dtype=float, shape="(1, 64, 1024)"]; +"features/7/1/attn/dropout/1" -> "features/7/1/attn/view/3" [dtype=float, shape="(1, 64, 1024)"]; +"features/7/1/attn/view/3" -> "features/7/1/attn/permute/3" [dtype=float, shape="(1, 1, 1, 8, 8, 1024)"]; +"features/7/1/attn/permute/3" -> "features/7/1/attn/reshape/3" [dtype=float, shape="(1, 1, 8, 1, 8, 1024)"]; +"features/7/1/attn/reshape/3" -> "features/7/1/attn/__getitem__/5" [dtype=float, shape="(1, 8, 8, 1024)"]; +"features/7/1/attn/__getitem__/5" -> "features/7/1/attn/contiguous/1" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/1/attn/contiguous/1" -> "features/7/1/norm1/layer_norm/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features.7.1.norm1.weight" -> "features/7/1/norm1/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features.7.1.norm1.bias" -> "features/7/1/norm1/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features/7/1/norm1/layer_norm/0" -> "features/7/1/add/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/1/add/0" -> "features/7/1/mlp/0/linear/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/1/add/0" -> "features/7/1/add/1" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features.7.1.mlp.0.weight" -> "features/7/1/mlp/0/linear/0" [dtype=float, shape="(4096, 1024)"]; +"features.7.1.mlp.0.bias" -> "features/7/1/mlp/0/linear/0" [dtype=float, shape="(4096,)"]; +"features/7/1/mlp/0/linear/0" -> "features/7/1/mlp/1/gelu/0" [dtype=float, shape="(1, 2, 2, 4096)"]; +"features/7/1/mlp/1/gelu/0" -> "features/7/1/mlp/2/dropout/0" [dtype=float, shape="(1, 2, 2, 4096)"]; +"features/7/1/mlp/2/dropout/0" -> "features/7/1/mlp/3/linear/0" [dtype=float, shape="(1, 2, 2, 4096)"]; +"features.7.1.mlp.3.weight" -> "features/7/1/mlp/3/linear/0" [dtype=float, shape="(1024, 4096)"]; +"features.7.1.mlp.3.bias" -> "features/7/1/mlp/3/linear/0" [dtype=float, shape="(1024,)"]; +"features/7/1/mlp/3/linear/0" -> "features/7/1/mlp/4/dropout/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/1/mlp/4/dropout/0" -> "features/7/1/norm2/layer_norm/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features.7.1.norm2.weight" -> "features/7/1/norm2/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features.7.1.norm2.bias" -> "features/7/1/norm2/layer_norm/0" [dtype=float, shape="(1024,)"]; +"features/7/1/norm2/layer_norm/0" -> "features/7/1/add/1" [dtype=float, shape="(1, 2, 2, 1024)"]; +"features/7/1/add/1" -> "norm/layer_norm/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"norm.weight" -> "norm/layer_norm/0" [dtype=float, shape="(1024,)"]; +"norm.bias" -> "norm/layer_norm/0" [dtype=float, shape="(1024,)"]; +"norm/layer_norm/0" -> "permute/permute/0" [dtype=float, shape="(1, 2, 2, 1024)"]; +"permute/permute/0" -> "avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 1024, 2, 2)"]; +"avgpool/adaptive_avg_pool2d/0" -> "flatten/flatten/0" [dtype=float, shape="(1, 1024, 1, 1)"]; +"flatten/flatten/0" -> "head/linear/0" [dtype=float, shape="(1, 1024)"]; +"head.weight" -> "head/linear/0" [dtype=float, shape="(1000, 1024)"]; +"head.bias" -> "head/linear/0" [dtype=float, shape="(1000,)"]; +"head/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/data/function_hook/nncf_graph/model_graph_vgg16.dot b/tests/torch2/data/function_hook/nncf_graph/model_graph_vgg16.dot index f050db8af6e..d930ec51abf 100644 --- a/tests/torch2/data/function_hook/nncf_graph/model_graph_vgg16.dot +++ b/tests/torch2/data/function_hook/nncf_graph/model_graph_vgg16.dot @@ -1,149 +1,149 @@ strict digraph { -"0 x" [id=0, type=nncf_model_input]; -"1 features.0.weight" [id=1, type=nncf_model_const]; -"2 features.0.bias" [id=2, type=nncf_model_const]; -"3 features/0/conv2d/0" [id=3, type=conv2d]; -"4 features/1/relu_/0" [id=4, type=relu_]; -"5 features.2.weight" [id=5, type=nncf_model_const]; -"6 features.2.bias" [id=6, type=nncf_model_const]; -"7 features/2/conv2d/0" [id=7, type=conv2d]; -"8 features/3/relu_/0" [id=8, type=relu_]; -"9 features/4/max_pool2d/0" [id=9, type=max_pool2d]; -"10 features.5.weight" [id=10, type=nncf_model_const]; -"11 features.5.bias" [id=11, type=nncf_model_const]; -"12 features/5/conv2d/0" [id=12, type=conv2d]; -"13 features/6/relu_/0" [id=13, type=relu_]; -"14 features.7.weight" [id=14, type=nncf_model_const]; -"15 features.7.bias" [id=15, type=nncf_model_const]; -"16 features/7/conv2d/0" [id=16, type=conv2d]; -"17 features/8/relu_/0" [id=17, type=relu_]; -"18 features/9/max_pool2d/0" [id=18, type=max_pool2d]; -"19 features.10.weight" [id=19, type=nncf_model_const]; -"20 features.10.bias" [id=20, type=nncf_model_const]; -"21 features/10/conv2d/0" [id=21, type=conv2d]; -"22 features/11/relu_/0" [id=22, type=relu_]; -"23 features.12.weight" [id=23, type=nncf_model_const]; -"24 features.12.bias" [id=24, type=nncf_model_const]; -"25 features/12/conv2d/0" [id=25, type=conv2d]; -"26 features/13/relu_/0" [id=26, type=relu_]; -"27 features.14.weight" [id=27, type=nncf_model_const]; -"28 features.14.bias" [id=28, type=nncf_model_const]; -"29 features/14/conv2d/0" [id=29, type=conv2d]; -"30 features/15/relu_/0" [id=30, type=relu_]; -"31 features/16/max_pool2d/0" [id=31, type=max_pool2d]; -"32 features.17.weight" [id=32, type=nncf_model_const]; -"33 features.17.bias" [id=33, type=nncf_model_const]; -"34 features/17/conv2d/0" [id=34, type=conv2d]; -"35 features/18/relu_/0" [id=35, type=relu_]; -"36 features.19.weight" [id=36, type=nncf_model_const]; -"37 features.19.bias" [id=37, type=nncf_model_const]; -"38 features/19/conv2d/0" [id=38, type=conv2d]; -"39 features/20/relu_/0" [id=39, type=relu_]; -"40 features.21.weight" [id=40, type=nncf_model_const]; -"41 features.21.bias" [id=41, type=nncf_model_const]; -"42 features/21/conv2d/0" [id=42, type=conv2d]; -"43 features/22/relu_/0" [id=43, type=relu_]; -"44 features/23/max_pool2d/0" [id=44, type=max_pool2d]; -"45 features.24.weight" [id=45, type=nncf_model_const]; -"46 features.24.bias" [id=46, type=nncf_model_const]; -"47 features/24/conv2d/0" [id=47, type=conv2d]; -"48 features/25/relu_/0" [id=48, type=relu_]; -"49 features.26.weight" [id=49, type=nncf_model_const]; -"50 features.26.bias" [id=50, type=nncf_model_const]; -"51 features/26/conv2d/0" [id=51, type=conv2d]; -"52 features/27/relu_/0" [id=52, type=relu_]; -"53 features.28.weight" [id=53, type=nncf_model_const]; -"54 features.28.bias" [id=54, type=nncf_model_const]; -"55 features/28/conv2d/0" [id=55, type=conv2d]; -"56 features/29/relu_/0" [id=56, type=relu_]; -"57 features/30/max_pool2d/0" [id=57, type=max_pool2d]; -"58 avgpool/adaptive_avg_pool2d/0" [id=58, type=adaptive_avg_pool2d]; -"59 /flatten/0" [id=59, type=flatten]; -"60 classifier.0.weight" [id=60, type=nncf_model_const]; -"61 classifier.0.bias" [id=61, type=nncf_model_const]; -"62 classifier/0/linear/0" [id=62, type=linear]; -"63 classifier/1/relu_/0" [id=63, type=relu_]; -"64 classifier/2/dropout/0" [id=64, type=dropout]; -"65 classifier.3.weight" [id=65, type=nncf_model_const]; -"66 classifier.3.bias" [id=66, type=nncf_model_const]; -"67 classifier/3/linear/0" [id=67, type=linear]; -"68 classifier/4/relu_/0" [id=68, type=relu_]; -"69 classifier/5/dropout/0" [id=69, type=dropout]; -"70 classifier.6.weight" [id=70, type=nncf_model_const]; -"71 classifier.6.bias" [id=71, type=nncf_model_const]; -"72 classifier/6/linear/0" [id=72, type=linear]; -"73 output" [id=73, type=nncf_model_output]; -"0 x" -> "3 features/0/conv2d/0" [label="(1, 3, 32, 32)", style=solid]; -"1 features.0.weight" -> "3 features/0/conv2d/0" [label="(64, 3, 3, 3)", style=solid]; -"2 features.0.bias" -> "3 features/0/conv2d/0" [label="(64,)", style=solid]; -"3 features/0/conv2d/0" -> "4 features/1/relu_/0" [label="(1, 64, 32, 32)", style=solid]; -"4 features/1/relu_/0" -> "7 features/2/conv2d/0" [label="(1, 64, 32, 32)", style=solid]; -"5 features.2.weight" -> "7 features/2/conv2d/0" [label="(64, 64, 3, 3)", style=solid]; -"6 features.2.bias" -> "7 features/2/conv2d/0" [label="(64,)", style=solid]; -"7 features/2/conv2d/0" -> "8 features/3/relu_/0" [label="(1, 64, 32, 32)", style=solid]; -"8 features/3/relu_/0" -> "9 features/4/max_pool2d/0" [label="(1, 64, 32, 32)", style=solid]; -"9 features/4/max_pool2d/0" -> "12 features/5/conv2d/0" [label="(1, 64, 16, 16)", style=solid]; -"10 features.5.weight" -> "12 features/5/conv2d/0" [label="(128, 64, 3, 3)", style=solid]; -"11 features.5.bias" -> "12 features/5/conv2d/0" [label="(128,)", style=solid]; -"12 features/5/conv2d/0" -> "13 features/6/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"13 features/6/relu_/0" -> "16 features/7/conv2d/0" [label="(1, 128, 16, 16)", style=solid]; -"14 features.7.weight" -> "16 features/7/conv2d/0" [label="(128, 128, 3, 3)", style=solid]; -"15 features.7.bias" -> "16 features/7/conv2d/0" [label="(128,)", style=solid]; -"16 features/7/conv2d/0" -> "17 features/8/relu_/0" [label="(1, 128, 16, 16)", style=solid]; -"17 features/8/relu_/0" -> "18 features/9/max_pool2d/0" [label="(1, 128, 16, 16)", style=solid]; -"18 features/9/max_pool2d/0" -> "21 features/10/conv2d/0" [label="(1, 128, 8, 8)", style=solid]; -"19 features.10.weight" -> "21 features/10/conv2d/0" [label="(256, 128, 3, 3)", style=solid]; -"20 features.10.bias" -> "21 features/10/conv2d/0" [label="(256,)", style=solid]; -"21 features/10/conv2d/0" -> "22 features/11/relu_/0" [label="(1, 256, 8, 8)", style=solid]; -"22 features/11/relu_/0" -> "25 features/12/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"23 features.12.weight" -> "25 features/12/conv2d/0" [label="(256, 256, 3, 3)", style=solid]; -"24 features.12.bias" -> "25 features/12/conv2d/0" [label="(256,)", style=solid]; -"25 features/12/conv2d/0" -> "26 features/13/relu_/0" [label="(1, 256, 8, 8)", style=solid]; -"26 features/13/relu_/0" -> "29 features/14/conv2d/0" [label="(1, 256, 8, 8)", style=solid]; -"27 features.14.weight" -> "29 features/14/conv2d/0" [label="(256, 256, 3, 3)", style=solid]; -"28 features.14.bias" -> "29 features/14/conv2d/0" [label="(256,)", style=solid]; -"29 features/14/conv2d/0" -> "30 features/15/relu_/0" [label="(1, 256, 8, 8)", style=solid]; -"30 features/15/relu_/0" -> "31 features/16/max_pool2d/0" [label="(1, 256, 8, 8)", style=solid]; -"31 features/16/max_pool2d/0" -> "34 features/17/conv2d/0" [label="(1, 256, 4, 4)", style=solid]; -"32 features.17.weight" -> "34 features/17/conv2d/0" [label="(512, 256, 3, 3)", style=solid]; -"33 features.17.bias" -> "34 features/17/conv2d/0" [label="(512,)", style=solid]; -"34 features/17/conv2d/0" -> "35 features/18/relu_/0" [label="(1, 512, 4, 4)", style=solid]; -"35 features/18/relu_/0" -> "38 features/19/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"36 features.19.weight" -> "38 features/19/conv2d/0" [label="(512, 512, 3, 3)", style=solid]; -"37 features.19.bias" -> "38 features/19/conv2d/0" [label="(512,)", style=solid]; -"38 features/19/conv2d/0" -> "39 features/20/relu_/0" [label="(1, 512, 4, 4)", style=solid]; -"39 features/20/relu_/0" -> "42 features/21/conv2d/0" [label="(1, 512, 4, 4)", style=solid]; -"40 features.21.weight" -> "42 features/21/conv2d/0" [label="(512, 512, 3, 3)", style=solid]; -"41 features.21.bias" -> "42 features/21/conv2d/0" [label="(512,)", style=solid]; -"42 features/21/conv2d/0" -> "43 features/22/relu_/0" [label="(1, 512, 4, 4)", style=solid]; -"43 features/22/relu_/0" -> "44 features/23/max_pool2d/0" [label="(1, 512, 4, 4)", style=solid]; -"44 features/23/max_pool2d/0" -> "47 features/24/conv2d/0" [label="(1, 512, 2, 2)", style=solid]; -"45 features.24.weight" -> "47 features/24/conv2d/0" [label="(512, 512, 3, 3)", style=solid]; -"46 features.24.bias" -> "47 features/24/conv2d/0" [label="(512,)", style=solid]; -"47 features/24/conv2d/0" -> "48 features/25/relu_/0" [label="(1, 512, 2, 2)", style=solid]; -"48 features/25/relu_/0" -> "51 features/26/conv2d/0" [label="(1, 512, 2, 2)", style=solid]; -"49 features.26.weight" -> "51 features/26/conv2d/0" [label="(512, 512, 3, 3)", style=solid]; -"50 features.26.bias" -> "51 features/26/conv2d/0" [label="(512,)", style=solid]; -"51 features/26/conv2d/0" -> "52 features/27/relu_/0" [label="(1, 512, 2, 2)", style=solid]; -"52 features/27/relu_/0" -> "55 features/28/conv2d/0" [label="(1, 512, 2, 2)", style=solid]; -"53 features.28.weight" -> "55 features/28/conv2d/0" [label="(512, 512, 3, 3)", style=solid]; -"54 features.28.bias" -> "55 features/28/conv2d/0" [label="(512,)", style=solid]; -"55 features/28/conv2d/0" -> "56 features/29/relu_/0" [label="(1, 512, 2, 2)", style=solid]; -"56 features/29/relu_/0" -> "57 features/30/max_pool2d/0" [label="(1, 512, 2, 2)", style=solid]; -"57 features/30/max_pool2d/0" -> "58 avgpool/adaptive_avg_pool2d/0" [label="(1, 512, 1, 1)", style=solid]; -"58 avgpool/adaptive_avg_pool2d/0" -> "59 /flatten/0" [label="(1, 512, 7, 7)", style=solid]; -"59 /flatten/0" -> "62 classifier/0/linear/0" [label="(1, 25088)", style=solid]; -"60 classifier.0.weight" -> "62 classifier/0/linear/0" [label="(4096, 25088)", style=solid]; -"61 classifier.0.bias" -> "62 classifier/0/linear/0" [label="(4096,)", style=solid]; -"62 classifier/0/linear/0" -> "63 classifier/1/relu_/0" [label="(1, 4096)", style=solid]; -"63 classifier/1/relu_/0" -> "64 classifier/2/dropout/0" [label="(1, 4096)", style=solid]; -"64 classifier/2/dropout/0" -> "67 classifier/3/linear/0" [label="(1, 4096)", style=solid]; -"65 classifier.3.weight" -> "67 classifier/3/linear/0" [label="(4096, 4096)", style=solid]; -"66 classifier.3.bias" -> "67 classifier/3/linear/0" [label="(4096,)", style=solid]; -"67 classifier/3/linear/0" -> "68 classifier/4/relu_/0" [label="(1, 4096)", style=solid]; -"68 classifier/4/relu_/0" -> "69 classifier/5/dropout/0" [label="(1, 4096)", style=solid]; -"69 classifier/5/dropout/0" -> "72 classifier/6/linear/0" [label="(1, 4096)", style=solid]; -"70 classifier.6.weight" -> "72 classifier/6/linear/0" [label="(1000, 4096)", style=solid]; -"71 classifier.6.bias" -> "72 classifier/6/linear/0" [label="(1000,)", style=solid]; -"72 classifier/6/linear/0" -> "73 output" [label="(1, 1000)", style=solid]; +x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; +"features.0.weight" [id=1, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.0.bias" [id=2, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/0/conv2d/0" [id=3, metatype=PTConv2dMetatype, type=conv2d]; +"features/1/relu_/0" [id=4, metatype=PTRELUMetatype, type=relu_]; +"features.2.weight" [id=5, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.2.bias" [id=6, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/2/conv2d/0" [id=7, metatype=PTConv2dMetatype, type=conv2d]; +"features/3/relu_/0" [id=8, metatype=PTRELUMetatype, type=relu_]; +"features/4/max_pool2d/0" [id=9, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"features.5.weight" [id=10, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.5.bias" [id=11, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/5/conv2d/0" [id=12, metatype=PTConv2dMetatype, type=conv2d]; +"features/6/relu_/0" [id=13, metatype=PTRELUMetatype, type=relu_]; +"features.7.weight" [id=14, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.7.bias" [id=15, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/7/conv2d/0" [id=16, metatype=PTConv2dMetatype, type=conv2d]; +"features/8/relu_/0" [id=17, metatype=PTRELUMetatype, type=relu_]; +"features/9/max_pool2d/0" [id=18, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"features.10.weight" [id=19, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.10.bias" [id=20, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/10/conv2d/0" [id=21, metatype=PTConv2dMetatype, type=conv2d]; +"features/11/relu_/0" [id=22, metatype=PTRELUMetatype, type=relu_]; +"features.12.weight" [id=23, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.12.bias" [id=24, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/12/conv2d/0" [id=25, metatype=PTConv2dMetatype, type=conv2d]; +"features/13/relu_/0" [id=26, metatype=PTRELUMetatype, type=relu_]; +"features.14.weight" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.14.bias" [id=28, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/14/conv2d/0" [id=29, metatype=PTConv2dMetatype, type=conv2d]; +"features/15/relu_/0" [id=30, metatype=PTRELUMetatype, type=relu_]; +"features/16/max_pool2d/0" [id=31, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"features.17.weight" [id=32, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.17.bias" [id=33, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/17/conv2d/0" [id=34, metatype=PTConv2dMetatype, type=conv2d]; +"features/18/relu_/0" [id=35, metatype=PTRELUMetatype, type=relu_]; +"features.19.weight" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.19.bias" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/19/conv2d/0" [id=38, metatype=PTConv2dMetatype, type=conv2d]; +"features/20/relu_/0" [id=39, metatype=PTRELUMetatype, type=relu_]; +"features.21.weight" [id=40, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.21.bias" [id=41, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/21/conv2d/0" [id=42, metatype=PTConv2dMetatype, type=conv2d]; +"features/22/relu_/0" [id=43, metatype=PTRELUMetatype, type=relu_]; +"features/23/max_pool2d/0" [id=44, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"features.24.weight" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.24.bias" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/24/conv2d/0" [id=47, metatype=PTConv2dMetatype, type=conv2d]; +"features/25/relu_/0" [id=48, metatype=PTRELUMetatype, type=relu_]; +"features.26.weight" [id=49, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.26.bias" [id=50, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/26/conv2d/0" [id=51, metatype=PTConv2dMetatype, type=conv2d]; +"features/27/relu_/0" [id=52, metatype=PTRELUMetatype, type=relu_]; +"features.28.weight" [id=53, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features.28.bias" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"features/28/conv2d/0" [id=55, metatype=PTConv2dMetatype, type=conv2d]; +"features/29/relu_/0" [id=56, metatype=PTRELUMetatype, type=relu_]; +"features/30/max_pool2d/0" [id=57, metatype=PTMaxPool2dMetatype, type=max_pool2d]; +"avgpool/adaptive_avg_pool2d/0" [id=58, metatype=PTAvgPool2dMetatype, type=adaptive_avg_pool2d]; +"/flatten/0" [id=59, metatype=PTReshapeMetatype, type=flatten]; +"classifier.0.weight" [id=60, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.0.bias" [id=61, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/0/linear/0" [id=62, metatype=PTLinearMetatype, type=linear]; +"classifier/1/relu_/0" [id=63, metatype=PTRELUMetatype, type=relu_]; +"classifier/2/dropout/0" [id=64, metatype=PTDropoutMetatype, type=dropout]; +"classifier.3.weight" [id=65, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.3.bias" [id=66, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/3/linear/0" [id=67, metatype=PTLinearMetatype, type=linear]; +"classifier/4/relu_/0" [id=68, metatype=PTRELUMetatype, type=relu_]; +"classifier/5/dropout/0" [id=69, metatype=PTDropoutMetatype, type=dropout]; +"classifier.6.weight" [id=70, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier.6.bias" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"classifier/6/linear/0" [id=72, metatype=PTLinearMetatype, type=linear]; +output [id=73, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +x -> "features/0/conv2d/0" [dtype=float, shape="(1, 3, 32, 32)"]; +"features.0.weight" -> "features/0/conv2d/0" [dtype=float, shape="(64, 3, 3, 3)"]; +"features.0.bias" -> "features/0/conv2d/0" [dtype=float, shape="(64,)"]; +"features/0/conv2d/0" -> "features/1/relu_/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"features/1/relu_/0" -> "features/2/conv2d/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"features.2.weight" -> "features/2/conv2d/0" [dtype=float, shape="(64, 64, 3, 3)"]; +"features.2.bias" -> "features/2/conv2d/0" [dtype=float, shape="(64,)"]; +"features/2/conv2d/0" -> "features/3/relu_/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"features/3/relu_/0" -> "features/4/max_pool2d/0" [dtype=float, shape="(1, 64, 32, 32)"]; +"features/4/max_pool2d/0" -> "features/5/conv2d/0" [dtype=float, shape="(1, 64, 16, 16)"]; +"features.5.weight" -> "features/5/conv2d/0" [dtype=float, shape="(128, 64, 3, 3)"]; +"features.5.bias" -> "features/5/conv2d/0" [dtype=float, shape="(128,)"]; +"features/5/conv2d/0" -> "features/6/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/6/relu_/0" -> "features/7/conv2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features.7.weight" -> "features/7/conv2d/0" [dtype=float, shape="(128, 128, 3, 3)"]; +"features.7.bias" -> "features/7/conv2d/0" [dtype=float, shape="(128,)"]; +"features/7/conv2d/0" -> "features/8/relu_/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/8/relu_/0" -> "features/9/max_pool2d/0" [dtype=float, shape="(1, 128, 16, 16)"]; +"features/9/max_pool2d/0" -> "features/10/conv2d/0" [dtype=float, shape="(1, 128, 8, 8)"]; +"features.10.weight" -> "features/10/conv2d/0" [dtype=float, shape="(256, 128, 3, 3)"]; +"features.10.bias" -> "features/10/conv2d/0" [dtype=float, shape="(256,)"]; +"features/10/conv2d/0" -> "features/11/relu_/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features/11/relu_/0" -> "features/12/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features.12.weight" -> "features/12/conv2d/0" [dtype=float, shape="(256, 256, 3, 3)"]; +"features.12.bias" -> "features/12/conv2d/0" [dtype=float, shape="(256,)"]; +"features/12/conv2d/0" -> "features/13/relu_/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features/13/relu_/0" -> "features/14/conv2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features.14.weight" -> "features/14/conv2d/0" [dtype=float, shape="(256, 256, 3, 3)"]; +"features.14.bias" -> "features/14/conv2d/0" [dtype=float, shape="(256,)"]; +"features/14/conv2d/0" -> "features/15/relu_/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features/15/relu_/0" -> "features/16/max_pool2d/0" [dtype=float, shape="(1, 256, 8, 8)"]; +"features/16/max_pool2d/0" -> "features/17/conv2d/0" [dtype=float, shape="(1, 256, 4, 4)"]; +"features.17.weight" -> "features/17/conv2d/0" [dtype=float, shape="(512, 256, 3, 3)"]; +"features.17.bias" -> "features/17/conv2d/0" [dtype=float, shape="(512,)"]; +"features/17/conv2d/0" -> "features/18/relu_/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features/18/relu_/0" -> "features/19/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features.19.weight" -> "features/19/conv2d/0" [dtype=float, shape="(512, 512, 3, 3)"]; +"features.19.bias" -> "features/19/conv2d/0" [dtype=float, shape="(512,)"]; +"features/19/conv2d/0" -> "features/20/relu_/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features/20/relu_/0" -> "features/21/conv2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features.21.weight" -> "features/21/conv2d/0" [dtype=float, shape="(512, 512, 3, 3)"]; +"features.21.bias" -> "features/21/conv2d/0" [dtype=float, shape="(512,)"]; +"features/21/conv2d/0" -> "features/22/relu_/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features/22/relu_/0" -> "features/23/max_pool2d/0" [dtype=float, shape="(1, 512, 4, 4)"]; +"features/23/max_pool2d/0" -> "features/24/conv2d/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features.24.weight" -> "features/24/conv2d/0" [dtype=float, shape="(512, 512, 3, 3)"]; +"features.24.bias" -> "features/24/conv2d/0" [dtype=float, shape="(512,)"]; +"features/24/conv2d/0" -> "features/25/relu_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/25/relu_/0" -> "features/26/conv2d/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features.26.weight" -> "features/26/conv2d/0" [dtype=float, shape="(512, 512, 3, 3)"]; +"features.26.bias" -> "features/26/conv2d/0" [dtype=float, shape="(512,)"]; +"features/26/conv2d/0" -> "features/27/relu_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/27/relu_/0" -> "features/28/conv2d/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features.28.weight" -> "features/28/conv2d/0" [dtype=float, shape="(512, 512, 3, 3)"]; +"features.28.bias" -> "features/28/conv2d/0" [dtype=float, shape="(512,)"]; +"features/28/conv2d/0" -> "features/29/relu_/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/29/relu_/0" -> "features/30/max_pool2d/0" [dtype=float, shape="(1, 512, 2, 2)"]; +"features/30/max_pool2d/0" -> "avgpool/adaptive_avg_pool2d/0" [dtype=float, shape="(1, 512, 1, 1)"]; +"avgpool/adaptive_avg_pool2d/0" -> "/flatten/0" [dtype=float, shape="(1, 512, 7, 7)"]; +"/flatten/0" -> "classifier/0/linear/0" [dtype=float, shape="(1, 25088)"]; +"classifier.0.weight" -> "classifier/0/linear/0" [dtype=float, shape="(4096, 25088)"]; +"classifier.0.bias" -> "classifier/0/linear/0" [dtype=float, shape="(4096,)"]; +"classifier/0/linear/0" -> "classifier/1/relu_/0" [dtype=float, shape="(1, 4096)"]; +"classifier/1/relu_/0" -> "classifier/2/dropout/0" [dtype=float, shape="(1, 4096)"]; +"classifier/2/dropout/0" -> "classifier/3/linear/0" [dtype=float, shape="(1, 4096)"]; +"classifier.3.weight" -> "classifier/3/linear/0" [dtype=float, shape="(4096, 4096)"]; +"classifier.3.bias" -> "classifier/3/linear/0" [dtype=float, shape="(4096,)"]; +"classifier/3/linear/0" -> "classifier/4/relu_/0" [dtype=float, shape="(1, 4096)"]; +"classifier/4/relu_/0" -> "classifier/5/dropout/0" [dtype=float, shape="(1, 4096)"]; +"classifier/5/dropout/0" -> "classifier/6/linear/0" [dtype=float, shape="(1, 4096)"]; +"classifier.6.weight" -> "classifier/6/linear/0" [dtype=float, shape="(1000, 4096)"]; +"classifier.6.bias" -> "classifier/6/linear/0" [dtype=float, shape="(1000,)"]; +"classifier/6/linear/0" -> output [dtype=float, shape="(1, 1000)"]; } diff --git a/tests/torch2/function_hook/nncf_graph/test_nncf_graph.py b/tests/torch2/function_hook/nncf_graph/test_nncf_graph.py index 2d2237ad3f2..4f186b2d3e3 100644 --- a/tests/torch2/function_hook/nncf_graph/test_nncf_graph.py +++ b/tests/torch2/function_hook/nncf_graph/test_nncf_graph.py @@ -18,6 +18,7 @@ import torch import torchvision.models as models +from nncf.common.graph.graph import NNCFGraph from nncf.common.graph.layer_attributes import Dtype from nncf.experimental.torch2.function_hook.graph.build_graph_mode import build_graph from nncf.experimental.torch2.function_hook.graph.graph_utils import ConstMeta @@ -37,6 +38,25 @@ REF_DIR = TEST_ROOT / "torch2" / "data" / "function_hook" / "nncf_graph" +def get_reference_graph(graph: NNCFGraph) -> nx.DiGraph: + out_graph = nx.DiGraph() + for node in sorted(graph.get_all_nodes(), key=lambda x: x.node_id): + attrs_node = { + "id": node.node_id, + "type": node.node_type, + "metatype": node.metatype.__name__, + } + out_graph.add_node(node.node_name, **attrs_node) + + for edge in graph.get_all_edges(): + attrs_edge = {"dtype": edge.dtype.value, "shape": edge.tensor_shape} + if edge.parallel_input_port_ids: + attrs_edge["parallel_input_port_ids"] = edge.parallel_input_port_ids + + out_graph.add_edge(edge.from_node.node_name, edge.to_node.node_name, **attrs_edge) + return out_graph + + @pytest.mark.parametrize( "node_type, meta, ref", [ @@ -89,7 +109,7 @@ def test_convert_to_nncf_graph(regen_ref_data: bool): nx_graph = build_graph(model, model.get_example_inputs()) nncf_graph = convert_to_nncf_graph(nx_graph) - graph = nncf_graph.get_graph_for_structure_analysis(extended=True) + graph = get_reference_graph(nncf_graph) nx_nncf_graph = nx.nx_pydot.to_pydot(graph) ref_file = REF_DIR / "convert_to_nncf_graph.dot" @@ -102,7 +122,7 @@ def test_convert_to_nncf_graph_multi_edges(regen_ref_data: bool): model = wrap_model(model) nx_graph = build_graph(model, torch.ones(1, 1)) nncf_graph = convert_to_nncf_graph(nx_graph) - graph = nncf_graph.get_graph_for_structure_analysis(extended=True) + graph = get_reference_graph(nncf_graph) nx_nncf_graph = nx.nx_pydot.to_pydot(graph) ref_file = REF_DIR / "convert_to_nncf_graph_multi_edges.dot" @@ -142,7 +162,7 @@ def test_model_graph(desc: ModelDesc, regen_ref_data: bool): inputs = [torch.randn(desc.inputs_info)] model = wrap_model(model) nncf_graph = build_nncf_graph(model, *inputs) - graph = nncf_graph.get_graph_for_structure_analysis(extended=True) + graph = get_reference_graph(nncf_graph) nx_nncf_graph = nx.nx_pydot.to_pydot(graph) ref_file = REF_DIR / f"model_graph_{desc}.dot" compare_with_reference_file(str(nx_nncf_graph), ref_file, regen_ref_data) diff --git a/tests/torch2/test_patching.py b/tests/torch2/test_patching.py new file mode 100644 index 00000000000..e31dfe65837 --- /dev/null +++ b/tests/torch2/test_patching.py @@ -0,0 +1,21 @@ +# Copyright (c) 2024 Intel Corporation +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import pytest +import torch + + +def test_patching(): + # Check that patching torch functions is disabled + import nncf.torch # noqa: F401 + + with pytest.raises(AttributeError): + getattr(torch.relu, "_original_op")