From a777f5434e3136d1ce180a87ce42d33d7ec7be3b Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Wed, 12 Feb 2025 02:22:54 +0200 Subject: [PATCH 1/2] uniq port_id for list input --- .../function_hook/graph/build_graph_mode.py | 40 +- .../function_hook/hook_executor_mode.py | 35 +- .../to_pydot_style_full.dot | 2 +- .../inner_functions_MultiHeadAttention.dot | 4 +- .../nncf_graph/model_graph_densenet121.dot | 1070 ++--- .../nncf_graph/model_graph_inception_v3.dot | 70 +- .../model_graph_shufflenet_v2_x0_5.dot | 32 +- .../nncf_graph/model_graph_squeezenet1_0.dot | 16 +- .../nncf_graph/model_graph_swin_v2_b.dot | 18 +- .../test_quantized_graphs/densenet121.dot | 3680 ++++++++--------- .../test_quantized_graphs/inception.dot | 82 +- .../test_quantized_graphs/inception_v3.dot | 102 +- .../test_quantized_graphs/shufflenetv2.dot | 32 +- .../test_quantized_graphs/squeezenet1_1.dot | 16 +- .../test_quantized_graphs/unet.dot | 48 +- .../nncf_graph/test_layer_attributes.py | 6 +- .../nncf_graph/test_nncf_graph.py | 3 +- .../function_hook/test_function_hook_mode.py | 25 + 18 files changed, 2552 insertions(+), 2729 deletions(-) diff --git a/nncf/experimental/torch2/function_hook/graph/build_graph_mode.py b/nncf/experimental/torch2/function_hook/graph/build_graph_mode.py index 85993f15ad6..b9ab6eb504e 100644 --- a/nncf/experimental/torch2/function_hook/graph/build_graph_mode.py +++ b/nncf/experimental/torch2/function_hook/graph/build_graph_mode.py @@ -281,15 +281,6 @@ def register_op_input(self, arg: Any, node_id: int, port_id: int, op_meta: OpMet if isinstance(arg, torch.Tensor): self.register_op_input_tensor(arg, node_id, port_id, op_meta) return TensorMeta.from_tensor(arg) - elif isinstance(arg, (list, tuple, set)): - op_attr = [] - for x in arg: - if isinstance(x, torch.Tensor): - self.register_op_input_tensor(x, node_id, port_id, op_meta) - op_attr.append(TensorMeta.from_tensor(x)) - else: - op_attr.append(x) - return op_attr return arg def register_op_node(self, args: Tuple[Any], kwargs: Dict[str, Any], op_meta: OpMeta) -> None: @@ -311,13 +302,30 @@ def register_op_node(self, args: Tuple[Any], kwargs: Dict[str, Any], op_meta: Op op_attrs = [] op_kwargs = {} - for port_id, arg in enumerate(args): - op_attr = self.register_op_input(arg, node_id, port_id, op_meta) - op_attrs.append(op_attr) - - for port_id, (name, arg) in enumerate(kwargs.items(), start=len(args)): - op_attr = self.register_op_input(arg, node_id, port_id, op_meta) - op_kwargs[name] = op_attr + port_id = 0 + + for value in args: + if isinstance(value, (list, tuple)) and all(isinstance(v, torch.Tensor) for v in value): + list_attr = [None] * len(value) + for idx, tensor in enumerate(value): + op_attr = self.register_op_input(tensor, node_id, port_id, op_meta) + list_attr[idx] = op_attr + port_id += 1 + op_attrs.append(tuple(list_attr) if isinstance(value, tuple) else list_attr) + else: + op_attr = self.register_op_input(value, node_id, port_id, op_meta) + op_attrs.append(op_attr) + port_id += 1 + + for kw_name, value in kwargs.items(): + if isinstance(value, (list, tuple)) and all(isinstance(v, torch.Tensor) for v in value): + op_kwargs[kw_name] = [None] * len(value) + for tensor_idx, tensor in enumerate(value): + op_kwargs[kw_name][tensor_idx] = self.register_op_input(value, node_id, port_id, op_meta) + port_id += 1 + else: + op_kwargs[kw_name] = self.register_op_input(value, node_id, port_id, op_meta) + port_id += 1 self.graph.add_node( node_id, diff --git a/nncf/experimental/torch2/function_hook/hook_executor_mode.py b/nncf/experimental/torch2/function_hook/hook_executor_mode.py index 3a4853b1492..85bde4eaaac 100644 --- a/nncf/experimental/torch2/function_hook/hook_executor_mode.py +++ b/nncf/experimental/torch2/function_hook/hook_executor_mode.py @@ -20,7 +20,7 @@ from itertools import chain from types import MethodType from types import TracebackType -from typing import Any, Callable, Dict, Iterator, List, Optional, Tuple, Type +from typing import Any, Callable, Dict, Iterator, List, Optional, Tuple, Type, cast from weakref import ReferenceType from weakref import ref @@ -348,13 +348,34 @@ def execute_pre_hooks( with self: _args, kwargs = self.process_parameters(_args, kwargs) + port_id = 0 for idx, value in enumerate(_args): - _args[idx] = self.hook_storage.execute_pre_function_hooks(op_meta.op_name, idx, value) - - for port_id, kw_name in enumerate(kwargs, start=len(_args)): - kwargs[kw_name] = self.hook_storage.execute_pre_function_hooks( - op_meta.op_name, port_id, kwargs[kw_name] - ) + if isinstance(value, (list, tuple)) and all(isinstance(v, torch.Tensor) for v in value): + is_tuple = isinstance(value, tuple) + list_args = cast(List[Tensor], list(value) if is_tuple else value) + for tensor_idx, tensor in enumerate(list_args): + list_args[tensor_idx] = self.hook_storage.execute_pre_function_hooks( + op_meta.op_name, port_id, tensor + ) + port_id += 1 + _args[idx] = tuple(list_args) if is_tuple else list_args + else: + _args[idx] = self.hook_storage.execute_pre_function_hooks(op_meta.op_name, port_id, value) + port_id += 1 + + for kw_name, value in kwargs.items(): + if isinstance(value, (list, tuple)) and all(isinstance(v, torch.Tensor) for v in value): + is_tuple = isinstance(value, tuple) + list_args = cast(List[Tensor], list(value) if is_tuple else value) + for tensor_idx, tensor in enumerate(list_args): + list_args[tensor_idx] = self.hook_storage.execute_pre_function_hooks( + op_meta.op_name, port_id, tensor + ) + port_id += 1 + kwargs[kw_name] = tuple(list_args) if is_tuple else list_args + else: + kwargs[kw_name] = self.hook_storage.execute_pre_function_hooks(op_meta.op_name, port_id, value) + port_id += 1 return tuple(_args), kwargs def process_post_function_hooks_for_value(self, value: Any, op_meta: OpMeta, port_id: int) -> Any: diff --git a/tests/torch2/data/function_hook/graph_visualization/to_pydot_style_full.dot b/tests/torch2/data/function_hook/graph_visualization/to_pydot_style_full.dot index 96dda7bf691..d59f4017eea 100644 --- a/tests/torch2/data/function_hook/graph_visualization/to_pydot_style_full.dot +++ b/tests/torch2/data/function_hook/graph_visualization/to_pydot_style_full.dot @@ -3,7 +3,7 @@ rankdir=TB; 0 [fillcolor="#adadad", fontcolor="#000000", label="{type: input|name: x|dtype: torch.float32|shape: (1, 1, 3, 3)}", shape=record, style="filled,rounded"]; 1 [fillcolor="#ffffff", fontcolor="#000000", label="{type: const|name: conv.weight|dtype: torch.float32|shape: (1, 1, 1, 1)}", shape=record, style="filled,rounded"]; 2 [fillcolor="#ffffff", fontcolor="#000000", label="{type: const|name: conv.bias|dtype: torch.float32|shape: (1,)}", shape=record, style="filled,rounded"]; -3 [fillcolor="#ffd6a5", fontcolor="#000000", label="{type: function_call|op_name: conv/conv2d/0|fn_name: conv2d|args: [\nTensorMeta(dtype=torch.float32, shape=(1, 1, 3, 3), requires_grad=False),\nTensorMeta(dtype=torch.float32, shape=(1, 1, 1, 1), requires_grad=True),\nTensorMeta(dtype=torch.float32, shape=(1,), requires_grad=True),\n[1, 1],\n[0, 0],\n[1, 1],\n1,\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; +3 [fillcolor="#ffd6a5", fontcolor="#000000", label="{type: function_call|op_name: conv/conv2d/0|fn_name: conv2d|args: [\nTensorMeta(dtype=torch.float32, shape=(1, 1, 3, 3), requires_grad=False),\nTensorMeta(dtype=torch.float32, shape=(1, 1, 1, 1), requires_grad=True),\nTensorMeta(dtype=torch.float32, shape=(1,), requires_grad=True),\n(1, 1),\n(0, 0),\n(1, 1),\n1,\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; 4 [fillcolor="#ffffff", fontcolor="#000000", label="{type: const|name: __nncf_hooks.post_hooks.conv/conv2d/0__0.0.w|dtype: torch.float32|shape: (1,)}", shape=record, style="filled,rounded"]; 5 [fillcolor="#caffbf", fontcolor="#000000", label="{type: function_call|op_name: conv/post_hook__conv-conv2d-0__0[0]/add/0|fn_name: add|args: [\nTensorMeta(dtype=torch.float32, shape=(1, 1, 3, 3), requires_grad=True),\nTensorMeta(dtype=torch.float32, shape=(1,), requires_grad=True),\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; 6 [fillcolor="#a0c4ff", fontcolor="#000000", label="{type: function_call|op_name: /relu/0|fn_name: relu|args: [\nTensorMeta(dtype=torch.float32, shape=(1, 1, 3, 3), requires_grad=True),\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; diff --git a/tests/torch2/data/function_hook/handle_inner_functions/inner_functions_MultiHeadAttention.dot b/tests/torch2/data/function_hook/handle_inner_functions/inner_functions_MultiHeadAttention.dot index 1a1630fa69e..0432bdeab5e 100644 --- a/tests/torch2/data/function_hook/handle_inner_functions/inner_functions_MultiHeadAttention.dot +++ b/tests/torch2/data/function_hook/handle_inner_functions/inner_functions_MultiHeadAttention.dot @@ -3,9 +3,9 @@ rankdir=TB; 0 [fillcolor="#adadad", fontcolor="#000000", label="{type: input|name: query|dtype: torch.float32|shape: (5, 2, 16)}", shape=record, style="filled,rounded"]; 1 [fillcolor="#adadad", fontcolor="#000000", label="{type: input|name: key|dtype: torch.float32|shape: (5, 2, 16)}", shape=record, style="filled,rounded"]; 2 [fillcolor="#adadad", fontcolor="#000000", label="{type: input|name: value|dtype: torch.float32|shape: (5, 2, 16)}", shape=record, style="filled,rounded"]; -3 [fillcolor="#a0c4ff", fontcolor="#000000", label="{type: function_call|op_name: /rand/0|fn_name: rand|args: [\n[48, 16],\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; +3 [fillcolor="#a0c4ff", fontcolor="#000000", label="{type: function_call|op_name: /rand/0|fn_name: rand|args: [\n(48, 16),\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; 4 [fillcolor="#a0c4ff", fontcolor="#000000", label="{type: function_call|op_name: /rand/1|fn_name: rand|args: [\n48,\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; -5 [fillcolor="#a0c4ff", fontcolor="#000000", label="{type: function_call|op_name: /rand/2|fn_name: rand|args: [\n[16, 16],\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; +5 [fillcolor="#a0c4ff", fontcolor="#000000", label="{type: function_call|op_name: /rand/2|fn_name: rand|args: [\n(16, 16),\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; 6 [fillcolor="#a0c4ff", fontcolor="#000000", label="{type: function_call|op_name: /rand/3|fn_name: rand|args: [\n16,\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; 13 [fillcolor="#caffbf", fontcolor="#000000", label="{type: function_call|op_name: /chunk/0|fn_name: chunk|args: [\nTensorMeta(dtype=torch.float32, shape=(48, 16), requires_grad=False),\n3,\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; 14 [fillcolor="#caffbf", fontcolor="#000000", label="{type: function_call|op_name: /chunk/1|fn_name: chunk|args: [\nTensorMeta(dtype=torch.float32, shape=(48,), requires_grad=False),\n3,\n]|kwargs: \{\}}", shape=record, style="filled,rounded"]; 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 b0c94044a48..a5cb997a8dd 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 @@ -1070,12 +1070,12 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock1/denselayer1/norm2/batch_norm/0" -> "features/denseblock1/denselayer1/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features/denseblock1/denselayer1/relu2/relu_/0" -> "features/denseblock1/denselayer1/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features.denseblock1.denselayer1.conv2.weight" -> "features/denseblock1/denselayer1/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer1/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 16, 16)"]; "features/denseblock1/denselayer2/cat/0" -> "features/denseblock1/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 16, 16)"]; "features.denseblock1.denselayer2.norm1.weight" -> "features/denseblock1/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(96,)"]; "features.denseblock1.denselayer2.norm1.bias" -> "features/denseblock1/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(96,)"]; @@ -1092,11 +1092,11 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock1/denselayer2/norm2/batch_norm/0" -> "features/denseblock1/denselayer2/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features/denseblock1/denselayer2/relu2/relu_/0" -> "features/denseblock1/denselayer2/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features.denseblock1.denselayer2.conv2.weight" -> "features/denseblock1/denselayer2/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer3/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer2/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 16, 16)"]; "features/denseblock1/denselayer3/cat/0" -> "features/denseblock1/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features.denseblock1.denselayer3.norm1.weight" -> "features/denseblock1/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128,)"]; "features.denseblock1.denselayer3.norm1.bias" -> "features/denseblock1/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; @@ -1113,10 +1113,10 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock1/denselayer3/norm2/batch_norm/0" -> "features/denseblock1/denselayer3/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features/denseblock1/denselayer3/relu2/relu_/0" -> "features/denseblock1/denselayer3/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features.denseblock1.denselayer3.conv2.weight" -> "features/denseblock1/denselayer3/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/denselayer4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer3/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 16, 16)"]; "features/denseblock1/denselayer4/cat/0" -> "features/denseblock1/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 16, 16)"]; "features.denseblock1.denselayer4.norm1.weight" -> "features/denseblock1/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160,)"]; "features.denseblock1.denselayer4.norm1.bias" -> "features/denseblock1/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(160,)"]; @@ -1133,9 +1133,9 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock1/denselayer4/norm2/batch_norm/0" -> "features/denseblock1/denselayer4/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features/denseblock1/denselayer4/relu2/relu_/0" -> "features/denseblock1/denselayer4/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features.denseblock1.denselayer4.conv2.weight" -> "features/denseblock1/denselayer4/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock1/denselayer4/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer4/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer4/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer4/conv2/conv2d/0" -> "features/denseblock1/denselayer5/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer4/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer4/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 16, 16)"]; "features/denseblock1/denselayer5/cat/0" -> "features/denseblock1/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 16, 16)"]; "features.denseblock1.denselayer5.norm1.weight" -> "features/denseblock1/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192,)"]; "features.denseblock1.denselayer5.norm1.bias" -> "features/denseblock1/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(192,)"]; @@ -1152,8 +1152,8 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock1/denselayer5/norm2/batch_norm/0" -> "features/denseblock1/denselayer5/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features/denseblock1/denselayer5/relu2/relu_/0" -> "features/denseblock1/denselayer5/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features.denseblock1.denselayer5.conv2.weight" -> "features/denseblock1/denselayer5/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock1/denselayer5/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"features/denseblock1/denselayer5/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer5/conv2/conv2d/0" -> "features/denseblock1/denselayer6/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer5/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 16, 16)"]; "features/denseblock1/denselayer6/cat/0" -> "features/denseblock1/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 16, 16)"]; "features.denseblock1.denselayer6.norm1.weight" -> "features/denseblock1/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(224,)"]; "features.denseblock1.denselayer6.norm1.bias" -> "features/denseblock1/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(224,)"]; @@ -1170,7 +1170,7 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock1/denselayer6/norm2/batch_norm/0" -> "features/denseblock1/denselayer6/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features/denseblock1/denselayer6/relu2/relu_/0" -> "features/denseblock1/denselayer6/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "features.denseblock1.denselayer6.conv2.weight" -> "features/denseblock1/denselayer6/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock1/denselayer6/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; +"features/denseblock1/denselayer6/conv2/conv2d/0" -> "features/denseblock1/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 16, 16)"]; "features/denseblock1/cat/0" -> "features/transition1/norm/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 16, 16)"]; "features.transition1.norm.weight" -> "features/transition1/norm/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256,)"]; "features.transition1.norm.bias" -> "features/transition1/norm/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(256,)"]; @@ -1209,18 +1209,18 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer1/norm2/batch_norm/0" -> "features/denseblock2/denselayer1/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer1/relu2/relu_/0" -> "features/denseblock2/denselayer1/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer1.conv2.weight" -> "features/denseblock2/denselayer1/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer1/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer2/cat/0" -> "features/denseblock2/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 8, 8)"]; "features.denseblock2.denselayer2.norm1.weight" -> "features/denseblock2/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160,)"]; "features.denseblock2.denselayer2.norm1.bias" -> "features/denseblock2/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(160,)"]; @@ -1237,17 +1237,17 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer2/norm2/batch_norm/0" -> "features/denseblock2/denselayer2/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer2/relu2/relu_/0" -> "features/denseblock2/denselayer2/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer2.conv2.weight" -> "features/denseblock2/denselayer2/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer3/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer2/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer3/cat/0" -> "features/denseblock2/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 8, 8)"]; "features.denseblock2.denselayer3.norm1.weight" -> "features/denseblock2/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192,)"]; "features.denseblock2.denselayer3.norm1.bias" -> "features/denseblock2/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(192,)"]; @@ -1264,16 +1264,16 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer3/norm2/batch_norm/0" -> "features/denseblock2/denselayer3/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer3/relu2/relu_/0" -> "features/denseblock2/denselayer3/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer3.conv2.weight" -> "features/denseblock2/denselayer3/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer3/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer4/cat/0" -> "features/denseblock2/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 8, 8)"]; "features.denseblock2.denselayer4.norm1.weight" -> "features/denseblock2/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(224,)"]; "features.denseblock2.denselayer4.norm1.bias" -> "features/denseblock2/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(224,)"]; @@ -1290,15 +1290,15 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer4/norm2/batch_norm/0" -> "features/denseblock2/denselayer4/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer4/relu2/relu_/0" -> "features/denseblock2/denselayer4/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer4.conv2.weight" -> "features/denseblock2/denselayer4/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer5/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer4/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer5/cat/0" -> "features/denseblock2/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 8, 8)"]; "features.denseblock2.denselayer5.norm1.weight" -> "features/denseblock2/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256,)"]; "features.denseblock2.denselayer5.norm1.bias" -> "features/denseblock2/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(256,)"]; @@ -1315,14 +1315,14 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer5/norm2/batch_norm/0" -> "features/denseblock2/denselayer5/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer5/relu2/relu_/0" -> "features/denseblock2/denselayer5/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer5.conv2.weight" -> "features/denseblock2/denselayer5/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer6/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer5/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer6/cat/0" -> "features/denseblock2/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 8, 8)"]; "features.denseblock2.denselayer6.norm1.weight" -> "features/denseblock2/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(288,)"]; "features.denseblock2.denselayer6.norm1.bias" -> "features/denseblock2/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(288,)"]; @@ -1339,13 +1339,13 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer6/norm2/batch_norm/0" -> "features/denseblock2/denselayer6/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer6/relu2/relu_/0" -> "features/denseblock2/denselayer6/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer6.conv2.weight" -> "features/denseblock2/denselayer6/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer7/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer6/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer7/cat/0" -> "features/denseblock2/denselayer7/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 8, 8)"]; "features.denseblock2.denselayer7.norm1.weight" -> "features/denseblock2/denselayer7/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(320,)"]; "features.denseblock2.denselayer7.norm1.bias" -> "features/denseblock2/denselayer7/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(320,)"]; @@ -1362,12 +1362,12 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer7/norm2/batch_norm/0" -> "features/denseblock2/denselayer7/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer7/relu2/relu_/0" -> "features/denseblock2/denselayer7/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer7.conv2.weight" -> "features/denseblock2/denselayer7/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer8/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer7/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer8/cat/0" -> "features/denseblock2/denselayer8/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 8, 8)"]; "features.denseblock2.denselayer8.norm1.weight" -> "features/denseblock2/denselayer8/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(352,)"]; "features.denseblock2.denselayer8.norm1.bias" -> "features/denseblock2/denselayer8/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(352,)"]; @@ -1384,11 +1384,11 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer8/norm2/batch_norm/0" -> "features/denseblock2/denselayer8/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer8/relu2/relu_/0" -> "features/denseblock2/denselayer8/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer8.conv2.weight" -> "features/denseblock2/denselayer8/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer9/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer8/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer9/cat/0" -> "features/denseblock2/denselayer9/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; "features.denseblock2.denselayer9.norm1.weight" -> "features/denseblock2/denselayer9/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(384,)"]; "features.denseblock2.denselayer9.norm1.bias" -> "features/denseblock2/denselayer9/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(384,)"]; @@ -1405,10 +1405,10 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer9/norm2/batch_norm/0" -> "features/denseblock2/denselayer9/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer9/relu2/relu_/0" -> "features/denseblock2/denselayer9/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer9.conv2.weight" -> "features/denseblock2/denselayer9/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/denselayer10/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer9/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer10/cat/0" -> "features/denseblock2/denselayer10/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 8, 8)"]; "features.denseblock2.denselayer10.norm1.weight" -> "features/denseblock2/denselayer10/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(416,)"]; "features.denseblock2.denselayer10.norm1.bias" -> "features/denseblock2/denselayer10/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(416,)"]; @@ -1425,9 +1425,9 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer10/norm2/batch_norm/0" -> "features/denseblock2/denselayer10/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer10/relu2/relu_/0" -> "features/denseblock2/denselayer10/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer10.conv2.weight" -> "features/denseblock2/denselayer10/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer10/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer10/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer10/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer10/conv2/conv2d/0" -> "features/denseblock2/denselayer11/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer10/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer10/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer11/cat/0" -> "features/denseblock2/denselayer11/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 8, 8)"]; "features.denseblock2.denselayer11.norm1.weight" -> "features/denseblock2/denselayer11/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448,)"]; "features.denseblock2.denselayer11.norm1.bias" -> "features/denseblock2/denselayer11/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(448,)"]; @@ -1444,8 +1444,8 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer11/norm2/batch_norm/0" -> "features/denseblock2/denselayer11/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer11/relu2/relu_/0" -> "features/denseblock2/denselayer11/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer11.conv2.weight" -> "features/denseblock2/denselayer11/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer11/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"features/denseblock2/denselayer11/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer11/conv2/conv2d/0" -> "features/denseblock2/denselayer12/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer11/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/denselayer12/cat/0" -> "features/denseblock2/denselayer12/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 8, 8)"]; "features.denseblock2.denselayer12.norm1.weight" -> "features/denseblock2/denselayer12/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(480,)"]; "features.denseblock2.denselayer12.norm1.bias" -> "features/denseblock2/denselayer12/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(480,)"]; @@ -1462,7 +1462,7 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock2/denselayer12/norm2/batch_norm/0" -> "features/denseblock2/denselayer12/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features/denseblock2/denselayer12/relu2/relu_/0" -> "features/denseblock2/denselayer12/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "features.denseblock2.denselayer12.conv2.weight" -> "features/denseblock2/denselayer12/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock2/denselayer12/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; +"features/denseblock2/denselayer12/conv2/conv2d/0" -> "features/denseblock2/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 8, 8)"]; "features/denseblock2/cat/0" -> "features/transition2/norm/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 8, 8)"]; "features.transition2.norm.weight" -> "features/transition2/norm/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(512,)"]; "features.transition2.norm.bias" -> "features/transition2/norm/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(512,)"]; @@ -1513,30 +1513,30 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer1/norm2/batch_norm/0" -> "features/denseblock3/denselayer1/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer1/relu2/relu_/0" -> "features/denseblock3/denselayer1/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer1.conv2.weight" -> "features/denseblock3/denselayer1/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer1/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer2/cat/0" -> "features/denseblock3/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 4, 4)"]; "features.denseblock3.denselayer2.norm1.weight" -> "features/denseblock3/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(288,)"]; "features.denseblock3.denselayer2.norm1.bias" -> "features/denseblock3/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(288,)"]; @@ -1553,29 +1553,29 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer2/norm2/batch_norm/0" -> "features/denseblock3/denselayer2/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer2/relu2/relu_/0" -> "features/denseblock3/denselayer2/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer2.conv2.weight" -> "features/denseblock3/denselayer2/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer3/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer2/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer3/cat/0" -> "features/denseblock3/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 4, 4)"]; "features.denseblock3.denselayer3.norm1.weight" -> "features/denseblock3/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(320,)"]; "features.denseblock3.denselayer3.norm1.bias" -> "features/denseblock3/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(320,)"]; @@ -1592,28 +1592,28 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer3/norm2/batch_norm/0" -> "features/denseblock3/denselayer3/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer3/relu2/relu_/0" -> "features/denseblock3/denselayer3/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer3.conv2.weight" -> "features/denseblock3/denselayer3/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer3/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer4/cat/0" -> "features/denseblock3/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 4, 4)"]; "features.denseblock3.denselayer4.norm1.weight" -> "features/denseblock3/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(352,)"]; "features.denseblock3.denselayer4.norm1.bias" -> "features/denseblock3/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(352,)"]; @@ -1630,27 +1630,27 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer4/norm2/batch_norm/0" -> "features/denseblock3/denselayer4/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer4/relu2/relu_/0" -> "features/denseblock3/denselayer4/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer4.conv2.weight" -> "features/denseblock3/denselayer4/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer5/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer4/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer5/cat/0" -> "features/denseblock3/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 4, 4)"]; "features.denseblock3.denselayer5.norm1.weight" -> "features/denseblock3/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(384,)"]; "features.denseblock3.denselayer5.norm1.bias" -> "features/denseblock3/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(384,)"]; @@ -1667,26 +1667,26 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer5/norm2/batch_norm/0" -> "features/denseblock3/denselayer5/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer5/relu2/relu_/0" -> "features/denseblock3/denselayer5/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer5.conv2.weight" -> "features/denseblock3/denselayer5/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer6/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer5/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer6/cat/0" -> "features/denseblock3/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 4, 4)"]; "features.denseblock3.denselayer6.norm1.weight" -> "features/denseblock3/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(416,)"]; "features.denseblock3.denselayer6.norm1.bias" -> "features/denseblock3/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(416,)"]; @@ -1703,25 +1703,25 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer6/norm2/batch_norm/0" -> "features/denseblock3/denselayer6/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer6/relu2/relu_/0" -> "features/denseblock3/denselayer6/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer6.conv2.weight" -> "features/denseblock3/denselayer6/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer7/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer6/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer7/cat/0" -> "features/denseblock3/denselayer7/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 4, 4)"]; "features.denseblock3.denselayer7.norm1.weight" -> "features/denseblock3/denselayer7/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448,)"]; "features.denseblock3.denselayer7.norm1.bias" -> "features/denseblock3/denselayer7/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(448,)"]; @@ -1738,24 +1738,24 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer7/norm2/batch_norm/0" -> "features/denseblock3/denselayer7/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer7/relu2/relu_/0" -> "features/denseblock3/denselayer7/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer7.conv2.weight" -> "features/denseblock3/denselayer7/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer8/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer7/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer8/cat/0" -> "features/denseblock3/denselayer8/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 4, 4)"]; "features.denseblock3.denselayer8.norm1.weight" -> "features/denseblock3/denselayer8/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(480,)"]; "features.denseblock3.denselayer8.norm1.bias" -> "features/denseblock3/denselayer8/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(480,)"]; @@ -1772,23 +1772,23 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer8/norm2/batch_norm/0" -> "features/denseblock3/denselayer8/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer8/relu2/relu_/0" -> "features/denseblock3/denselayer8/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer8.conv2.weight" -> "features/denseblock3/denselayer8/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer9/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer8/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer9/cat/0" -> "features/denseblock3/denselayer9/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 4, 4)"]; "features.denseblock3.denselayer9.norm1.weight" -> "features/denseblock3/denselayer9/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(512,)"]; "features.denseblock3.denselayer9.norm1.bias" -> "features/denseblock3/denselayer9/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(512,)"]; @@ -1805,22 +1805,22 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer9/norm2/batch_norm/0" -> "features/denseblock3/denselayer9/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer9/relu2/relu_/0" -> "features/denseblock3/denselayer9/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer9.conv2.weight" -> "features/denseblock3/denselayer9/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer10/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer9/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer10/cat/0" -> "features/denseblock3/denselayer10/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 4, 4)"]; "features.denseblock3.denselayer10.norm1.weight" -> "features/denseblock3/denselayer10/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(544,)"]; "features.denseblock3.denselayer10.norm1.bias" -> "features/denseblock3/denselayer10/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(544,)"]; @@ -1837,21 +1837,21 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer10/norm2/batch_norm/0" -> "features/denseblock3/denselayer10/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer10/relu2/relu_/0" -> "features/denseblock3/denselayer10/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer10.conv2.weight" -> "features/denseblock3/denselayer10/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer11/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer10/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer11/cat/0" -> "features/denseblock3/denselayer11/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 4, 4)"]; "features.denseblock3.denselayer11.norm1.weight" -> "features/denseblock3/denselayer11/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(576,)"]; "features.denseblock3.denselayer11.norm1.bias" -> "features/denseblock3/denselayer11/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(576,)"]; @@ -1868,20 +1868,20 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer11/norm2/batch_norm/0" -> "features/denseblock3/denselayer11/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer11/relu2/relu_/0" -> "features/denseblock3/denselayer11/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer11.conv2.weight" -> "features/denseblock3/denselayer11/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer12/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer11/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer12/cat/0" -> "features/denseblock3/denselayer12/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 4, 4)"]; "features.denseblock3.denselayer12.norm1.weight" -> "features/denseblock3/denselayer12/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(608,)"]; "features.denseblock3.denselayer12.norm1.bias" -> "features/denseblock3/denselayer12/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(608,)"]; @@ -1898,19 +1898,19 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer12/norm2/batch_norm/0" -> "features/denseblock3/denselayer12/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer12/relu2/relu_/0" -> "features/denseblock3/denselayer12/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer12.conv2.weight" -> "features/denseblock3/denselayer12/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer13/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer12/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer13/cat/0" -> "features/denseblock3/denselayer13/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 4, 4)"]; "features.denseblock3.denselayer13.norm1.weight" -> "features/denseblock3/denselayer13/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(640,)"]; "features.denseblock3.denselayer13.norm1.bias" -> "features/denseblock3/denselayer13/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(640,)"]; @@ -1927,18 +1927,18 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer13/norm2/batch_norm/0" -> "features/denseblock3/denselayer13/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer13/relu2/relu_/0" -> "features/denseblock3/denselayer13/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer13.conv2.weight" -> "features/denseblock3/denselayer13/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer14/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer13/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer14/cat/0" -> "features/denseblock3/denselayer14/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 4, 4)"]; "features.denseblock3.denselayer14.norm1.weight" -> "features/denseblock3/denselayer14/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(672,)"]; "features.denseblock3.denselayer14.norm1.bias" -> "features/denseblock3/denselayer14/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(672,)"]; @@ -1955,17 +1955,17 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer14/norm2/batch_norm/0" -> "features/denseblock3/denselayer14/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer14/relu2/relu_/0" -> "features/denseblock3/denselayer14/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer14.conv2.weight" -> "features/denseblock3/denselayer14/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer15/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer14/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer15/cat/0" -> "features/denseblock3/denselayer15/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 4, 4)"]; "features.denseblock3.denselayer15.norm1.weight" -> "features/denseblock3/denselayer15/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(704,)"]; "features.denseblock3.denselayer15.norm1.bias" -> "features/denseblock3/denselayer15/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(704,)"]; @@ -1982,16 +1982,16 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer15/norm2/batch_norm/0" -> "features/denseblock3/denselayer15/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer15/relu2/relu_/0" -> "features/denseblock3/denselayer15/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer15.conv2.weight" -> "features/denseblock3/denselayer15/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer16/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer15/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer16/cat/0" -> "features/denseblock3/denselayer16/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 4, 4)"]; "features.denseblock3.denselayer16.norm1.weight" -> "features/denseblock3/denselayer16/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(736,)"]; "features.denseblock3.denselayer16.norm1.bias" -> "features/denseblock3/denselayer16/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(736,)"]; @@ -2008,15 +2008,15 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer16/norm2/batch_norm/0" -> "features/denseblock3/denselayer16/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer16/relu2/relu_/0" -> "features/denseblock3/denselayer16/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer16.conv2.weight" -> "features/denseblock3/denselayer16/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer17/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer16/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer17/cat/0" -> "features/denseblock3/denselayer17/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 4, 4)"]; "features.denseblock3.denselayer17.norm1.weight" -> "features/denseblock3/denselayer17/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(768,)"]; "features.denseblock3.denselayer17.norm1.bias" -> "features/denseblock3/denselayer17/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(768,)"]; @@ -2033,14 +2033,14 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer17/norm2/batch_norm/0" -> "features/denseblock3/denselayer17/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer17/relu2/relu_/0" -> "features/denseblock3/denselayer17/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer17.conv2.weight" -> "features/denseblock3/denselayer17/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer18/cat/0" [dtype=float, in_port_id=17, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=17, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=17, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=17, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=17, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=17, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=17, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer17/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=17, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer18/cat/0" -> "features/denseblock3/denselayer18/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 4, 4)"]; "features.denseblock3.denselayer18.norm1.weight" -> "features/denseblock3/denselayer18/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(800,)"]; "features.denseblock3.denselayer18.norm1.bias" -> "features/denseblock3/denselayer18/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(800,)"]; @@ -2057,13 +2057,13 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer18/norm2/batch_norm/0" -> "features/denseblock3/denselayer18/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer18/relu2/relu_/0" -> "features/denseblock3/denselayer18/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer18.conv2.weight" -> "features/denseblock3/denselayer18/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer19/cat/0" [dtype=float, in_port_id=18, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=18, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=18, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=18, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=18, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=18, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer18/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=18, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer19/cat/0" -> "features/denseblock3/denselayer19/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 4, 4)"]; "features.denseblock3.denselayer19.norm1.weight" -> "features/denseblock3/denselayer19/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(832,)"]; "features.denseblock3.denselayer19.norm1.bias" -> "features/denseblock3/denselayer19/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(832,)"]; @@ -2080,12 +2080,12 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer19/norm2/batch_norm/0" -> "features/denseblock3/denselayer19/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer19/relu2/relu_/0" -> "features/denseblock3/denselayer19/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer19.conv2.weight" -> "features/denseblock3/denselayer19/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer20/cat/0" [dtype=float, in_port_id=19, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=19, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=19, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=19, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=19, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer19/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=19, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer20/cat/0" -> "features/denseblock3/denselayer20/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 4, 4)"]; "features.denseblock3.denselayer20.norm1.weight" -> "features/denseblock3/denselayer20/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(864,)"]; "features.denseblock3.denselayer20.norm1.bias" -> "features/denseblock3/denselayer20/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(864,)"]; @@ -2102,11 +2102,11 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer20/norm2/batch_norm/0" -> "features/denseblock3/denselayer20/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer20/relu2/relu_/0" -> "features/denseblock3/denselayer20/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer20.conv2.weight" -> "features/denseblock3/denselayer20/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer21/cat/0" [dtype=float, in_port_id=20, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=20, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=20, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=20, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer20/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=20, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer21/cat/0" -> "features/denseblock3/denselayer21/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 4, 4)"]; "features.denseblock3.denselayer21.norm1.weight" -> "features/denseblock3/denselayer21/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(896,)"]; "features.denseblock3.denselayer21.norm1.bias" -> "features/denseblock3/denselayer21/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(896,)"]; @@ -2123,10 +2123,10 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer21/norm2/batch_norm/0" -> "features/denseblock3/denselayer21/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer21/relu2/relu_/0" -> "features/denseblock3/denselayer21/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer21.conv2.weight" -> "features/denseblock3/denselayer21/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/denselayer22/cat/0" [dtype=float, in_port_id=21, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=21, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=21, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer21/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=21, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer22/cat/0" -> "features/denseblock3/denselayer22/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 4, 4)"]; "features.denseblock3.denselayer22.norm1.weight" -> "features/denseblock3/denselayer22/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(928,)"]; "features.denseblock3.denselayer22.norm1.bias" -> "features/denseblock3/denselayer22/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(928,)"]; @@ -2143,9 +2143,9 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer22/norm2/batch_norm/0" -> "features/denseblock3/denselayer22/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer22/relu2/relu_/0" -> "features/denseblock3/denselayer22/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer22.conv2.weight" -> "features/denseblock3/denselayer22/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer22/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer22/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer22/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer22/conv2/conv2d/0" -> "features/denseblock3/denselayer23/cat/0" [dtype=float, in_port_id=22, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer22/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=22, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer22/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=22, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer23/cat/0" -> "features/denseblock3/denselayer23/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 4, 4)"]; "features.denseblock3.denselayer23.norm1.weight" -> "features/denseblock3/denselayer23/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(960,)"]; "features.denseblock3.denselayer23.norm1.bias" -> "features/denseblock3/denselayer23/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(960,)"]; @@ -2162,8 +2162,8 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer23/norm2/batch_norm/0" -> "features/denseblock3/denselayer23/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer23/relu2/relu_/0" -> "features/denseblock3/denselayer23/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer23.conv2.weight" -> "features/denseblock3/denselayer23/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer23/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"features/denseblock3/denselayer23/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer23/conv2/conv2d/0" -> "features/denseblock3/denselayer24/cat/0" [dtype=float, in_port_id=23, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer23/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=23, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/denselayer24/cat/0" -> "features/denseblock3/denselayer24/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 4, 4)"]; "features.denseblock3.denselayer24.norm1.weight" -> "features/denseblock3/denselayer24/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(992,)"]; "features.denseblock3.denselayer24.norm1.bias" -> "features/denseblock3/denselayer24/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(992,)"]; @@ -2180,7 +2180,7 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock3/denselayer24/norm2/batch_norm/0" -> "features/denseblock3/denselayer24/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features/denseblock3/denselayer24/relu2/relu_/0" -> "features/denseblock3/denselayer24/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 4, 4)"]; "features.denseblock3.denselayer24.conv2.weight" -> "features/denseblock3/denselayer24/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock3/denselayer24/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; +"features/denseblock3/denselayer24/conv2/conv2d/0" -> "features/denseblock3/cat/0" [dtype=float, in_port_id=24, out_port_id=0, shape="(1, 32, 4, 4)"]; "features/denseblock3/cat/0" -> "features/transition3/norm/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 4, 4)"]; "features.transition3.norm.weight" -> "features/transition3/norm/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1024,)"]; "features.transition3.norm.bias" -> "features/transition3/norm/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1024,)"]; @@ -2223,22 +2223,22 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer1/norm2/batch_norm/0" -> "features/denseblock4/denselayer1/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer1/relu2/relu_/0" -> "features/denseblock4/denselayer1/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer1.conv2.weight" -> "features/denseblock4/denselayer1/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer1/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer2/cat/0" -> "features/denseblock4/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 2, 2)"]; "features.denseblock4.denselayer2.norm1.weight" -> "features/denseblock4/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(544,)"]; "features.denseblock4.denselayer2.norm1.bias" -> "features/denseblock4/denselayer2/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(544,)"]; @@ -2255,21 +2255,21 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer2/norm2/batch_norm/0" -> "features/denseblock4/denselayer2/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer2/relu2/relu_/0" -> "features/denseblock4/denselayer2/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer2.conv2.weight" -> "features/denseblock4/denselayer2/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer3/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer2/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer3/cat/0" -> "features/denseblock4/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 2, 2)"]; "features.denseblock4.denselayer3.norm1.weight" -> "features/denseblock4/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(576,)"]; "features.denseblock4.denselayer3.norm1.bias" -> "features/denseblock4/denselayer3/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(576,)"]; @@ -2286,20 +2286,20 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer3/norm2/batch_norm/0" -> "features/denseblock4/denselayer3/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer3/relu2/relu_/0" -> "features/denseblock4/denselayer3/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer3.conv2.weight" -> "features/denseblock4/denselayer3/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer3/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer4/cat/0" -> "features/denseblock4/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 2, 2)"]; "features.denseblock4.denselayer4.norm1.weight" -> "features/denseblock4/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(608,)"]; "features.denseblock4.denselayer4.norm1.bias" -> "features/denseblock4/denselayer4/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(608,)"]; @@ -2316,19 +2316,19 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer4/norm2/batch_norm/0" -> "features/denseblock4/denselayer4/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer4/relu2/relu_/0" -> "features/denseblock4/denselayer4/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer4.conv2.weight" -> "features/denseblock4/denselayer4/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer5/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer4/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer5/cat/0" -> "features/denseblock4/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 2, 2)"]; "features.denseblock4.denselayer5.norm1.weight" -> "features/denseblock4/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(640,)"]; "features.denseblock4.denselayer5.norm1.bias" -> "features/denseblock4/denselayer5/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(640,)"]; @@ -2345,18 +2345,18 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer5/norm2/batch_norm/0" -> "features/denseblock4/denselayer5/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer5/relu2/relu_/0" -> "features/denseblock4/denselayer5/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer5.conv2.weight" -> "features/denseblock4/denselayer5/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer6/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer5/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=5, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer6/cat/0" -> "features/denseblock4/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 2, 2)"]; "features.denseblock4.denselayer6.norm1.weight" -> "features/denseblock4/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(672,)"]; "features.denseblock4.denselayer6.norm1.bias" -> "features/denseblock4/denselayer6/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(672,)"]; @@ -2373,17 +2373,17 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer6/norm2/batch_norm/0" -> "features/denseblock4/denselayer6/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer6/relu2/relu_/0" -> "features/denseblock4/denselayer6/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer6.conv2.weight" -> "features/denseblock4/denselayer6/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer7/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer6/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=6, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer7/cat/0" -> "features/denseblock4/denselayer7/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 2, 2)"]; "features.denseblock4.denselayer7.norm1.weight" -> "features/denseblock4/denselayer7/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(704,)"]; "features.denseblock4.denselayer7.norm1.bias" -> "features/denseblock4/denselayer7/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(704,)"]; @@ -2400,16 +2400,16 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer7/norm2/batch_norm/0" -> "features/denseblock4/denselayer7/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer7/relu2/relu_/0" -> "features/denseblock4/denselayer7/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer7.conv2.weight" -> "features/denseblock4/denselayer7/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer8/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer7/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=7, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer8/cat/0" -> "features/denseblock4/denselayer8/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 2, 2)"]; "features.denseblock4.denselayer8.norm1.weight" -> "features/denseblock4/denselayer8/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(736,)"]; "features.denseblock4.denselayer8.norm1.bias" -> "features/denseblock4/denselayer8/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(736,)"]; @@ -2426,15 +2426,15 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer8/norm2/batch_norm/0" -> "features/denseblock4/denselayer8/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer8/relu2/relu_/0" -> "features/denseblock4/denselayer8/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer8.conv2.weight" -> "features/denseblock4/denselayer8/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer9/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer8/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=8, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer9/cat/0" -> "features/denseblock4/denselayer9/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 2, 2)"]; "features.denseblock4.denselayer9.norm1.weight" -> "features/denseblock4/denselayer9/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(768,)"]; "features.denseblock4.denselayer9.norm1.bias" -> "features/denseblock4/denselayer9/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(768,)"]; @@ -2451,14 +2451,14 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer9/norm2/batch_norm/0" -> "features/denseblock4/denselayer9/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer9/relu2/relu_/0" -> "features/denseblock4/denselayer9/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer9.conv2.weight" -> "features/denseblock4/denselayer9/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer10/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer9/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=9, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer10/cat/0" -> "features/denseblock4/denselayer10/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 2, 2)"]; "features.denseblock4.denselayer10.norm1.weight" -> "features/denseblock4/denselayer10/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(800,)"]; "features.denseblock4.denselayer10.norm1.bias" -> "features/denseblock4/denselayer10/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(800,)"]; @@ -2475,13 +2475,13 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer10/norm2/batch_norm/0" -> "features/denseblock4/denselayer10/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer10/relu2/relu_/0" -> "features/denseblock4/denselayer10/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer10.conv2.weight" -> "features/denseblock4/denselayer10/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer11/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer10/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=10, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer11/cat/0" -> "features/denseblock4/denselayer11/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 2, 2)"]; "features.denseblock4.denselayer11.norm1.weight" -> "features/denseblock4/denselayer11/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(832,)"]; "features.denseblock4.denselayer11.norm1.bias" -> "features/denseblock4/denselayer11/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(832,)"]; @@ -2498,12 +2498,12 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer11/norm2/batch_norm/0" -> "features/denseblock4/denselayer11/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer11/relu2/relu_/0" -> "features/denseblock4/denselayer11/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer11.conv2.weight" -> "features/denseblock4/denselayer11/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer12/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer11/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=11, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer12/cat/0" -> "features/denseblock4/denselayer12/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 2, 2)"]; "features.denseblock4.denselayer12.norm1.weight" -> "features/denseblock4/denselayer12/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(864,)"]; "features.denseblock4.denselayer12.norm1.bias" -> "features/denseblock4/denselayer12/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(864,)"]; @@ -2520,11 +2520,11 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer12/norm2/batch_norm/0" -> "features/denseblock4/denselayer12/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer12/relu2/relu_/0" -> "features/denseblock4/denselayer12/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer12.conv2.weight" -> "features/denseblock4/denselayer12/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer13/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer12/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=12, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer13/cat/0" -> "features/denseblock4/denselayer13/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 2, 2)"]; "features.denseblock4.denselayer13.norm1.weight" -> "features/denseblock4/denselayer13/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(896,)"]; "features.denseblock4.denselayer13.norm1.bias" -> "features/denseblock4/denselayer13/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(896,)"]; @@ -2541,10 +2541,10 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer13/norm2/batch_norm/0" -> "features/denseblock4/denselayer13/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer13/relu2/relu_/0" -> "features/denseblock4/denselayer13/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer13.conv2.weight" -> "features/denseblock4/denselayer13/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/denselayer14/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer13/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=13, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer14/cat/0" -> "features/denseblock4/denselayer14/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 2, 2)"]; "features.denseblock4.denselayer14.norm1.weight" -> "features/denseblock4/denselayer14/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(928,)"]; "features.denseblock4.denselayer14.norm1.bias" -> "features/denseblock4/denselayer14/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(928,)"]; @@ -2561,9 +2561,9 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer14/norm2/batch_norm/0" -> "features/denseblock4/denselayer14/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer14/relu2/relu_/0" -> "features/denseblock4/denselayer14/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer14.conv2.weight" -> "features/denseblock4/denselayer14/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer14/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer14/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer14/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer14/conv2/conv2d/0" -> "features/denseblock4/denselayer15/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer14/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer14/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=14, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer15/cat/0" -> "features/denseblock4/denselayer15/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 2, 2)"]; "features.denseblock4.denselayer15.norm1.weight" -> "features/denseblock4/denselayer15/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(960,)"]; "features.denseblock4.denselayer15.norm1.bias" -> "features/denseblock4/denselayer15/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(960,)"]; @@ -2580,8 +2580,8 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer15/norm2/batch_norm/0" -> "features/denseblock4/denselayer15/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer15/relu2/relu_/0" -> "features/denseblock4/denselayer15/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer15.conv2.weight" -> "features/denseblock4/denselayer15/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer15/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; -"features/denseblock4/denselayer15/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer15/conv2/conv2d/0" -> "features/denseblock4/denselayer16/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer15/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=15, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/denselayer16/cat/0" -> "features/denseblock4/denselayer16/norm1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 2, 2)"]; "features.denseblock4.denselayer16.norm1.weight" -> "features/denseblock4/denselayer16/norm1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(992,)"]; "features.denseblock4.denselayer16.norm1.bias" -> "features/denseblock4/denselayer16/norm1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(992,)"]; @@ -2598,7 +2598,7 @@ x -> "features/conv0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape "features/denseblock4/denselayer16/norm2/batch_norm/0" -> "features/denseblock4/denselayer16/relu2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features/denseblock4/denselayer16/relu2/relu_/0" -> "features/denseblock4/denselayer16/conv2/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 2, 2)"]; "features.denseblock4.denselayer16.conv2.weight" -> "features/denseblock4/denselayer16/conv2/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 3, 3)"]; -"features/denseblock4/denselayer16/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 2, 2)"]; +"features/denseblock4/denselayer16/conv2/conv2d/0" -> "features/denseblock4/cat/0" [dtype=float, in_port_id=16, out_port_id=0, shape="(1, 32, 2, 2)"]; "features/denseblock4/cat/0" -> "features/norm5/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 2, 2)"]; "features.norm5.weight" -> "features/norm5/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1024,)"]; "features.norm5.bias" -> "features/norm5/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1024,)"]; 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 03237624eb8..a39613ce37b 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 @@ -856,7 +856,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_5b.branch5x5_2.bn.running_mean" -> "Mixed_5b/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; "Mixed_5b.branch5x5_2.bn.running_var" -> "Mixed_5b/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5b/branch5x5_2/bn/batch_norm/0" -> "Mixed_5b/branch5x5_2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; -"Mixed_5b/branch5x5_2/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; +"Mixed_5b/branch5x5_2/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 64, 35, 35)"]; "Mixed_5b.branch3x3dbl_1.conv.weight" -> "Mixed_5b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 192, 1, 1)"]; "Mixed_5b/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; "Mixed_5b.branch3x3dbl_1.bn.weight" -> "Mixed_5b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64,)"]; @@ -880,7 +880,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_5b.branch3x3dbl_3.bn.running_mean" -> "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "Mixed_5b.branch3x3dbl_3.bn.running_var" -> "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_5b/branch3x3dbl_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 35, 35)"]; -"Mixed_5b/branch3x3dbl_3/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 35, 35)"]; +"Mixed_5b/branch3x3dbl_3/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 96, 35, 35)"]; "Mixed_5b/avg_pool2d/0" -> "Mixed_5b/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 35, 35)"]; "Mixed_5b.branch_pool.conv.weight" -> "Mixed_5b/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 192, 1, 1)"]; "Mixed_5b/branch_pool/conv/conv2d/0" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 35, 35)"]; @@ -889,7 +889,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_5b.branch_pool.bn.running_mean" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(32,)"]; "Mixed_5b.branch_pool.bn.running_var" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(32,)"]; "Mixed_5b/branch_pool/bn/batch_norm/0" -> "Mixed_5b/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 35, 35)"]; -"Mixed_5b/branch_pool/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 35, 35)"]; +"Mixed_5b/branch_pool/relu_/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 35, 35)"]; "Mixed_5b/cat/0" -> "Mixed_5c/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 35, 35)"]; "Mixed_5b/cat/0" -> "Mixed_5c/branch5x5_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 35, 35)"]; "Mixed_5b/cat/0" -> "Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 35, 35)"]; @@ -917,7 +917,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_5c.branch5x5_2.bn.running_mean" -> "Mixed_5c/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; "Mixed_5c.branch5x5_2.bn.running_var" -> "Mixed_5c/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5c/branch5x5_2/bn/batch_norm/0" -> "Mixed_5c/branch5x5_2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; -"Mixed_5c/branch5x5_2/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; +"Mixed_5c/branch5x5_2/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 64, 35, 35)"]; "Mixed_5c.branch3x3dbl_1.conv.weight" -> "Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 256, 1, 1)"]; "Mixed_5c/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; "Mixed_5c.branch3x3dbl_1.bn.weight" -> "Mixed_5c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64,)"]; @@ -941,7 +941,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_5c.branch3x3dbl_3.bn.running_mean" -> "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "Mixed_5c.branch3x3dbl_3.bn.running_var" -> "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_5c/branch3x3dbl_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 35, 35)"]; -"Mixed_5c/branch3x3dbl_3/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 35, 35)"]; +"Mixed_5c/branch3x3dbl_3/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 96, 35, 35)"]; "Mixed_5c/avg_pool2d/0" -> "Mixed_5c/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 35, 35)"]; "Mixed_5c.branch_pool.conv.weight" -> "Mixed_5c/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 256, 1, 1)"]; "Mixed_5c/branch_pool/conv/conv2d/0" -> "Mixed_5c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; @@ -950,7 +950,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_5c.branch_pool.bn.running_mean" -> "Mixed_5c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; "Mixed_5c.branch_pool.bn.running_var" -> "Mixed_5c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5c/branch_pool/bn/batch_norm/0" -> "Mixed_5c/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; -"Mixed_5c/branch_pool/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; +"Mixed_5c/branch_pool/relu_/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 64, 35, 35)"]; "Mixed_5c/cat/0" -> "Mixed_5d/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 35, 35)"]; "Mixed_5c/cat/0" -> "Mixed_5d/branch5x5_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 35, 35)"]; "Mixed_5c/cat/0" -> "Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 35, 35)"]; @@ -978,7 +978,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_5d.branch5x5_2.bn.running_mean" -> "Mixed_5d/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; "Mixed_5d.branch5x5_2.bn.running_var" -> "Mixed_5d/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5d/branch5x5_2/bn/batch_norm/0" -> "Mixed_5d/branch5x5_2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; -"Mixed_5d/branch5x5_2/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; +"Mixed_5d/branch5x5_2/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 64, 35, 35)"]; "Mixed_5d.branch3x3dbl_1.conv.weight" -> "Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 288, 1, 1)"]; "Mixed_5d/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; "Mixed_5d.branch3x3dbl_1.bn.weight" -> "Mixed_5d/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64,)"]; @@ -1002,7 +1002,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_5d.branch3x3dbl_3.bn.running_mean" -> "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "Mixed_5d.branch3x3dbl_3.bn.running_var" -> "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_5d/branch3x3dbl_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 35, 35)"]; -"Mixed_5d/branch3x3dbl_3/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 35, 35)"]; +"Mixed_5d/branch3x3dbl_3/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 96, 35, 35)"]; "Mixed_5d/avg_pool2d/0" -> "Mixed_5d/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 35, 35)"]; "Mixed_5d.branch_pool.conv.weight" -> "Mixed_5d/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 288, 1, 1)"]; "Mixed_5d/branch_pool/conv/conv2d/0" -> "Mixed_5d/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; @@ -1011,7 +1011,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_5d.branch_pool.bn.running_mean" -> "Mixed_5d/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; "Mixed_5d.branch_pool.bn.running_var" -> "Mixed_5d/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5d/branch_pool/bn/batch_norm/0" -> "Mixed_5d/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; -"Mixed_5d/branch_pool/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 35, 35)"]; +"Mixed_5d/branch_pool/relu_/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 64, 35, 35)"]; "Mixed_5d/cat/0" -> "Mixed_6a/branch3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 35, 35)"]; "Mixed_5d/cat/0" -> "Mixed_6a/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 35, 35)"]; "Mixed_5d/cat/0" -> "Mixed_6a/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 35, 35)"]; @@ -1046,8 +1046,8 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6a.branch3x3dbl_3.bn.running_mean" -> "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "Mixed_6a.branch3x3dbl_3.bn.running_var" -> "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_6a/branch3x3dbl_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 17, 17)"]; -"Mixed_6a/branch3x3dbl_3/relu_/0" -> "Mixed_6a/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 17, 17)"]; -"Mixed_6a/max_pool2d/0" -> "Mixed_6a/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 17, 17)"]; +"Mixed_6a/branch3x3dbl_3/relu_/0" -> "Mixed_6a/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 17, 17)"]; +"Mixed_6a/max_pool2d/0" -> "Mixed_6a/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 288, 17, 17)"]; "Mixed_6a/cat/0" -> "Mixed_6b/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6a/cat/0" -> "Mixed_6b/branch7x7_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6a/cat/0" -> "Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; @@ -1083,7 +1083,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6b.branch7x7_3.bn.running_mean" -> "Mixed_6b/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6b.branch7x7_3.bn.running_var" -> "Mixed_6b/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6b/branch7x7_3/bn/batch_norm/0" -> "Mixed_6b/branch7x7_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6b/branch7x7_3/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6b/branch7x7_3/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6b.branch7x7dbl_1.conv.weight" -> "Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128, 768, 1, 1)"]; "Mixed_6b/branch7x7dbl_1/conv/conv2d/0" -> "Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 17, 17)"]; "Mixed_6b.branch7x7dbl_1.bn.weight" -> "Mixed_6b/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128,)"]; @@ -1123,7 +1123,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6b.branch7x7dbl_5.bn.running_mean" -> "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6b.branch7x7dbl_5.bn.running_var" -> "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6b/branch7x7dbl_5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6b/branch7x7dbl_5/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6b/branch7x7dbl_5/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6b/avg_pool2d/0" -> "Mixed_6b/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6b.branch_pool.conv.weight" -> "Mixed_6b/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 768, 1, 1)"]; "Mixed_6b/branch_pool/conv/conv2d/0" -> "Mixed_6b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; @@ -1132,7 +1132,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6b.branch_pool.bn.running_mean" -> "Mixed_6b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6b.branch_pool.bn.running_var" -> "Mixed_6b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6b/branch_pool/bn/batch_norm/0" -> "Mixed_6b/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6b/branch_pool/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6b/branch_pool/relu_/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6b/cat/0" -> "Mixed_6c/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6b/cat/0" -> "Mixed_6c/branch7x7_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6b/cat/0" -> "Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; @@ -1168,7 +1168,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6c.branch7x7_3.bn.running_mean" -> "Mixed_6c/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6c.branch7x7_3.bn.running_var" -> "Mixed_6c/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6c/branch7x7_3/bn/batch_norm/0" -> "Mixed_6c/branch7x7_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6c/branch7x7_3/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6c/branch7x7_3/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6c.branch7x7dbl_1.conv.weight" -> "Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160, 768, 1, 1)"]; "Mixed_6c/branch7x7dbl_1/conv/conv2d/0" -> "Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 17, 17)"]; "Mixed_6c.branch7x7dbl_1.bn.weight" -> "Mixed_6c/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160,)"]; @@ -1208,7 +1208,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6c.branch7x7dbl_5.bn.running_mean" -> "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6c.branch7x7dbl_5.bn.running_var" -> "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6c/branch7x7dbl_5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6c/branch7x7dbl_5/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6c/branch7x7dbl_5/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6c/avg_pool2d/0" -> "Mixed_6c/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6c.branch_pool.conv.weight" -> "Mixed_6c/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 768, 1, 1)"]; "Mixed_6c/branch_pool/conv/conv2d/0" -> "Mixed_6c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; @@ -1217,7 +1217,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6c.branch_pool.bn.running_mean" -> "Mixed_6c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6c.branch_pool.bn.running_var" -> "Mixed_6c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6c/branch_pool/bn/batch_norm/0" -> "Mixed_6c/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6c/branch_pool/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6c/branch_pool/relu_/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6c/cat/0" -> "Mixed_6d/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6c/cat/0" -> "Mixed_6d/branch7x7_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6c/cat/0" -> "Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; @@ -1253,7 +1253,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6d.branch7x7_3.bn.running_mean" -> "Mixed_6d/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6d.branch7x7_3.bn.running_var" -> "Mixed_6d/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6d/branch7x7_3/bn/batch_norm/0" -> "Mixed_6d/branch7x7_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6d/branch7x7_3/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6d/branch7x7_3/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6d.branch7x7dbl_1.conv.weight" -> "Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160, 768, 1, 1)"]; "Mixed_6d/branch7x7dbl_1/conv/conv2d/0" -> "Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 17, 17)"]; "Mixed_6d.branch7x7dbl_1.bn.weight" -> "Mixed_6d/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160,)"]; @@ -1293,7 +1293,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6d.branch7x7dbl_5.bn.running_mean" -> "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6d.branch7x7dbl_5.bn.running_var" -> "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6d/branch7x7dbl_5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6d/branch7x7dbl_5/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6d/branch7x7dbl_5/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6d/avg_pool2d/0" -> "Mixed_6d/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6d.branch_pool.conv.weight" -> "Mixed_6d/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 768, 1, 1)"]; "Mixed_6d/branch_pool/conv/conv2d/0" -> "Mixed_6d/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; @@ -1302,7 +1302,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6d.branch_pool.bn.running_mean" -> "Mixed_6d/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6d.branch_pool.bn.running_var" -> "Mixed_6d/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6d/branch_pool/bn/batch_norm/0" -> "Mixed_6d/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6d/branch_pool/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6d/branch_pool/relu_/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6d/cat/0" -> "Mixed_6e/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6d/cat/0" -> "Mixed_6e/branch7x7_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6d/cat/0" -> "Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; @@ -1338,7 +1338,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6e.branch7x7_3.bn.running_mean" -> "Mixed_6e/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6e.branch7x7_3.bn.running_var" -> "Mixed_6e/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6e/branch7x7_3/bn/batch_norm/0" -> "Mixed_6e/branch7x7_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6e/branch7x7_3/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7_3/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6e.branch7x7dbl_1.conv.weight" -> "Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 768, 1, 1)"]; "Mixed_6e/branch7x7dbl_1/conv/conv2d/0" -> "Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6e.branch7x7dbl_1.bn.weight" -> "Mixed_6e/branch7x7dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192,)"]; @@ -1378,7 +1378,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6e.branch7x7dbl_5.bn.running_mean" -> "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6e.branch7x7dbl_5.bn.running_var" -> "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6e/branch7x7dbl_5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6e/branch7x7dbl_5/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch7x7dbl_5/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6e/avg_pool2d/0" -> "Mixed_6e/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6e.branch_pool.conv.weight" -> "Mixed_6e/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 768, 1, 1)"]; "Mixed_6e/branch_pool/conv/conv2d/0" -> "Mixed_6e/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; @@ -1387,7 +1387,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_6e.branch_pool.bn.running_mean" -> "Mixed_6e/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_6e.branch_pool.bn.running_var" -> "Mixed_6e/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6e/branch_pool/bn/batch_norm/0" -> "Mixed_6e/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; -"Mixed_6e/branch_pool/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 17, 17)"]; +"Mixed_6e/branch_pool/relu_/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 192, 17, 17)"]; "Mixed_6e/cat/0" -> "Mixed_7a/branch3x3_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6e/cat/0" -> "Mixed_7a/branch7x7x3_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; "Mixed_6e/cat/0" -> "Mixed_7a/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 17, 17)"]; @@ -1438,8 +1438,8 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_7a.branch7x7x3_4.bn.running_mean" -> "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_7a.branch7x7x3_4.bn.running_var" -> "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" -> "Mixed_7a/branch7x7x3_4/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 8, 8)"]; -"Mixed_7a/branch7x7x3_4/relu_/0" -> "Mixed_7a/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 8, 8)"]; -"Mixed_7a/max_pool2d/0" -> "Mixed_7a/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 8, 8)"]; +"Mixed_7a/branch7x7x3_4/relu_/0" -> "Mixed_7a/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 8, 8)"]; +"Mixed_7a/max_pool2d/0" -> "Mixed_7a/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 768, 8, 8)"]; "Mixed_7a/cat/0" -> "Mixed_7b/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1280, 8, 8)"]; "Mixed_7a/cat/0" -> "Mixed_7b/branch3x3_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1280, 8, 8)"]; "Mixed_7a/cat/0" -> "Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1280, 8, 8)"]; @@ -1476,8 +1476,8 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_7b.branch3x3_2b.bn.running_mean" -> "Mixed_7b/branch3x3_2b/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(384,)"]; "Mixed_7b.branch3x3_2b.bn.running_var" -> "Mixed_7b/branch3x3_2b/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(384,)"]; "Mixed_7b/branch3x3_2b/bn/batch_norm/0" -> "Mixed_7b/branch3x3_2b/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"Mixed_7b/branch3x3_2b/relu_/0" -> "Mixed_7b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"Mixed_7b/cat/0" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 8, 8)"]; +"Mixed_7b/branch3x3_2b/relu_/0" -> "Mixed_7b/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 384, 8, 8)"]; +"Mixed_7b/cat/0" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 768, 8, 8)"]; "Mixed_7b.branch3x3dbl_1.conv.weight" -> "Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448, 1280, 1, 1)"]; "Mixed_7b/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 8, 8)"]; "Mixed_7b.branch3x3dbl_1.bn.weight" -> "Mixed_7b/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448,)"]; @@ -1510,8 +1510,8 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_7b.branch3x3dbl_3b.bn.running_mean" -> "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(384,)"]; "Mixed_7b.branch3x3dbl_3b.bn.running_var" -> "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(384,)"]; "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" -> "Mixed_7b/branch3x3dbl_3b/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"Mixed_7b/branch3x3dbl_3b/relu_/0" -> "Mixed_7b/cat/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"Mixed_7b/cat/1" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 8, 8)"]; +"Mixed_7b/branch3x3dbl_3b/relu_/0" -> "Mixed_7b/cat/1" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 384, 8, 8)"]; +"Mixed_7b/cat/1" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 768, 8, 8)"]; "Mixed_7b/avg_pool2d/0" -> "Mixed_7b/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1280, 8, 8)"]; "Mixed_7b.branch_pool.conv.weight" -> "Mixed_7b/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 1280, 1, 1)"]; "Mixed_7b/branch_pool/conv/conv2d/0" -> "Mixed_7b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 8, 8)"]; @@ -1520,7 +1520,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_7b.branch_pool.bn.running_mean" -> "Mixed_7b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_7b.branch_pool.bn.running_var" -> "Mixed_7b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_7b/branch_pool/bn/batch_norm/0" -> "Mixed_7b/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 8, 8)"]; -"Mixed_7b/branch_pool/relu_/0" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 8, 8)"]; +"Mixed_7b/branch_pool/relu_/0" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 192, 8, 8)"]; "Mixed_7b/cat/2" -> "Mixed_7c/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2048, 8, 8)"]; "Mixed_7b/cat/2" -> "Mixed_7c/branch3x3_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2048, 8, 8)"]; "Mixed_7b/cat/2" -> "Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2048, 8, 8)"]; @@ -1557,8 +1557,8 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_7c.branch3x3_2b.bn.running_mean" -> "Mixed_7c/branch3x3_2b/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(384,)"]; "Mixed_7c.branch3x3_2b.bn.running_var" -> "Mixed_7c/branch3x3_2b/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(384,)"]; "Mixed_7c/branch3x3_2b/bn/batch_norm/0" -> "Mixed_7c/branch3x3_2b/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"Mixed_7c/branch3x3_2b/relu_/0" -> "Mixed_7c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"Mixed_7c/cat/0" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 8, 8)"]; +"Mixed_7c/branch3x3_2b/relu_/0" -> "Mixed_7c/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 384, 8, 8)"]; +"Mixed_7c/cat/0" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 768, 8, 8)"]; "Mixed_7c.branch3x3dbl_1.conv.weight" -> "Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448, 2048, 1, 1)"]; "Mixed_7c/branch3x3dbl_1/conv/conv2d/0" -> "Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 8, 8)"]; "Mixed_7c.branch3x3dbl_1.bn.weight" -> "Mixed_7c/branch3x3dbl_1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448,)"]; @@ -1591,8 +1591,8 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_7c.branch3x3dbl_3b.bn.running_mean" -> "Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(384,)"]; "Mixed_7c.branch3x3dbl_3b.bn.running_var" -> "Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(384,)"]; "Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" -> "Mixed_7c/branch3x3dbl_3b/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"Mixed_7c/branch3x3dbl_3b/relu_/0" -> "Mixed_7c/cat/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"Mixed_7c/cat/1" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 8, 8)"]; +"Mixed_7c/branch3x3dbl_3b/relu_/0" -> "Mixed_7c/cat/1" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 384, 8, 8)"]; +"Mixed_7c/cat/1" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 768, 8, 8)"]; "Mixed_7c/avg_pool2d/0" -> "Mixed_7c/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2048, 8, 8)"]; "Mixed_7c.branch_pool.conv.weight" -> "Mixed_7c/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 2048, 1, 1)"]; "Mixed_7c/branch_pool/conv/conv2d/0" -> "Mixed_7c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 8, 8)"]; @@ -1601,7 +1601,7 @@ x -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, s "Mixed_7c.branch_pool.bn.running_mean" -> "Mixed_7c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "Mixed_7c.branch_pool.bn.running_var" -> "Mixed_7c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_7c/branch_pool/bn/batch_norm/0" -> "Mixed_7c/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 8, 8)"]; -"Mixed_7c/branch_pool/relu_/0" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 8, 8)"]; +"Mixed_7c/branch_pool/relu_/0" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 192, 8, 8)"]; "Mixed_7c/cat/2" -> "avgpool/adaptive_avg_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2048, 8, 8)"]; "avgpool/adaptive_avg_pool2d/0" -> "dropout/dropout/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2048, 1, 1)"]; "dropout/dropout/0" -> "/flatten/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2048, 1, 1)"]; 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 1884a61f39a..7f1bdd97a39 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 @@ -576,7 +576,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage2.0.branch2.6.running_mean" -> "stage2/0/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(24,)"]; "stage2.0.branch2.6.running_var" -> "stage2/0/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24,)"]; "stage2/0/branch2/6/batch_norm/0" -> "stage2/0/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 28, 28)"]; -"stage2/0/branch2/7/relu_/0" -> "stage2/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 28, 28)"]; +"stage2/0/branch2/7/relu_/0" -> "stage2/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 24, 28, 28)"]; "stage2/0/cat/0" -> "stage2/0/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 28, 28)"]; "stage2/0/view/0" -> "stage2/0/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 24, 28, 28)"]; "stage2/0/transpose/0" -> "stage2/0/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 2, 28, 28)"]; @@ -606,7 +606,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage2.1.branch2.6.running_mean" -> "stage2/1/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(24,)"]; "stage2.1.branch2.6.running_var" -> "stage2/1/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24,)"]; "stage2/1/branch2/6/batch_norm/0" -> "stage2/1/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 28, 28)"]; -"stage2/1/branch2/7/relu_/0" -> "stage2/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 28, 28)"]; +"stage2/1/branch2/7/relu_/0" -> "stage2/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 24, 28, 28)"]; "stage2/1/cat/0" -> "stage2/1/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 28, 28)"]; "stage2/1/view/0" -> "stage2/1/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 24, 28, 28)"]; "stage2/1/transpose/0" -> "stage2/1/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 2, 28, 28)"]; @@ -636,7 +636,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage2.2.branch2.6.running_mean" -> "stage2/2/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(24,)"]; "stage2.2.branch2.6.running_var" -> "stage2/2/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24,)"]; "stage2/2/branch2/6/batch_norm/0" -> "stage2/2/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 28, 28)"]; -"stage2/2/branch2/7/relu_/0" -> "stage2/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 28, 28)"]; +"stage2/2/branch2/7/relu_/0" -> "stage2/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 24, 28, 28)"]; "stage2/2/cat/0" -> "stage2/2/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 28, 28)"]; "stage2/2/view/0" -> "stage2/2/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 24, 28, 28)"]; "stage2/2/transpose/0" -> "stage2/2/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 2, 28, 28)"]; @@ -666,7 +666,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage2.3.branch2.6.running_mean" -> "stage2/3/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(24,)"]; "stage2.3.branch2.6.running_var" -> "stage2/3/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24,)"]; "stage2/3/branch2/6/batch_norm/0" -> "stage2/3/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 28, 28)"]; -"stage2/3/branch2/7/relu_/0" -> "stage2/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 28, 28)"]; +"stage2/3/branch2/7/relu_/0" -> "stage2/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 24, 28, 28)"]; "stage2/3/cat/0" -> "stage2/3/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 28, 28)"]; "stage2/3/view/0" -> "stage2/3/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 24, 28, 28)"]; "stage2/3/transpose/0" -> "stage2/3/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 2, 28, 28)"]; @@ -710,7 +710,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage3.0.branch2.6.running_mean" -> "stage3/0/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(48,)"]; "stage3.0.branch2.6.running_var" -> "stage3/0/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "stage3/0/branch2/6/batch_norm/0" -> "stage3/0/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; -"stage3/0/branch2/7/relu_/0" -> "stage3/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; +"stage3/0/branch2/7/relu_/0" -> "stage3/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 14, 14)"]; "stage3/0/cat/0" -> "stage3/0/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 14, 14)"]; "stage3/0/view/0" -> "stage3/0/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 14, 14)"]; "stage3/0/transpose/0" -> "stage3/0/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 14, 14)"]; @@ -740,7 +740,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage3.1.branch2.6.running_mean" -> "stage3/1/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(48,)"]; "stage3.1.branch2.6.running_var" -> "stage3/1/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "stage3/1/branch2/6/batch_norm/0" -> "stage3/1/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; -"stage3/1/branch2/7/relu_/0" -> "stage3/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; +"stage3/1/branch2/7/relu_/0" -> "stage3/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 14, 14)"]; "stage3/1/cat/0" -> "stage3/1/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 14, 14)"]; "stage3/1/view/0" -> "stage3/1/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 14, 14)"]; "stage3/1/transpose/0" -> "stage3/1/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 14, 14)"]; @@ -770,7 +770,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage3.2.branch2.6.running_mean" -> "stage3/2/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(48,)"]; "stage3.2.branch2.6.running_var" -> "stage3/2/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "stage3/2/branch2/6/batch_norm/0" -> "stage3/2/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; -"stage3/2/branch2/7/relu_/0" -> "stage3/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; +"stage3/2/branch2/7/relu_/0" -> "stage3/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 14, 14)"]; "stage3/2/cat/0" -> "stage3/2/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 14, 14)"]; "stage3/2/view/0" -> "stage3/2/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 14, 14)"]; "stage3/2/transpose/0" -> "stage3/2/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 14, 14)"]; @@ -800,7 +800,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage3.3.branch2.6.running_mean" -> "stage3/3/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(48,)"]; "stage3.3.branch2.6.running_var" -> "stage3/3/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "stage3/3/branch2/6/batch_norm/0" -> "stage3/3/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; -"stage3/3/branch2/7/relu_/0" -> "stage3/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; +"stage3/3/branch2/7/relu_/0" -> "stage3/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 14, 14)"]; "stage3/3/cat/0" -> "stage3/3/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 14, 14)"]; "stage3/3/view/0" -> "stage3/3/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 14, 14)"]; "stage3/3/transpose/0" -> "stage3/3/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 14, 14)"]; @@ -830,7 +830,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage3.4.branch2.6.running_mean" -> "stage3/4/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(48,)"]; "stage3.4.branch2.6.running_var" -> "stage3/4/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "stage3/4/branch2/6/batch_norm/0" -> "stage3/4/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; -"stage3/4/branch2/7/relu_/0" -> "stage3/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; +"stage3/4/branch2/7/relu_/0" -> "stage3/4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 14, 14)"]; "stage3/4/cat/0" -> "stage3/4/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 14, 14)"]; "stage3/4/view/0" -> "stage3/4/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 14, 14)"]; "stage3/4/transpose/0" -> "stage3/4/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 14, 14)"]; @@ -860,7 +860,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage3.5.branch2.6.running_mean" -> "stage3/5/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(48,)"]; "stage3.5.branch2.6.running_var" -> "stage3/5/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "stage3/5/branch2/6/batch_norm/0" -> "stage3/5/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; -"stage3/5/branch2/7/relu_/0" -> "stage3/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; +"stage3/5/branch2/7/relu_/0" -> "stage3/5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 14, 14)"]; "stage3/5/cat/0" -> "stage3/5/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 14, 14)"]; "stage3/5/view/0" -> "stage3/5/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 14, 14)"]; "stage3/5/transpose/0" -> "stage3/5/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 14, 14)"]; @@ -890,7 +890,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage3.6.branch2.6.running_mean" -> "stage3/6/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(48,)"]; "stage3.6.branch2.6.running_var" -> "stage3/6/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "stage3/6/branch2/6/batch_norm/0" -> "stage3/6/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; -"stage3/6/branch2/7/relu_/0" -> "stage3/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; +"stage3/6/branch2/7/relu_/0" -> "stage3/6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 14, 14)"]; "stage3/6/cat/0" -> "stage3/6/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 14, 14)"]; "stage3/6/view/0" -> "stage3/6/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 14, 14)"]; "stage3/6/transpose/0" -> "stage3/6/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 14, 14)"]; @@ -920,7 +920,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage3.7.branch2.6.running_mean" -> "stage3/7/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(48,)"]; "stage3.7.branch2.6.running_var" -> "stage3/7/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "stage3/7/branch2/6/batch_norm/0" -> "stage3/7/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; -"stage3/7/branch2/7/relu_/0" -> "stage3/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 14, 14)"]; +"stage3/7/branch2/7/relu_/0" -> "stage3/7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 14, 14)"]; "stage3/7/cat/0" -> "stage3/7/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 14, 14)"]; "stage3/7/view/0" -> "stage3/7/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 14, 14)"]; "stage3/7/transpose/0" -> "stage3/7/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 14, 14)"]; @@ -964,7 +964,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage4.0.branch2.6.running_mean" -> "stage4/0/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "stage4.0.branch2.6.running_var" -> "stage4/0/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "stage4/0/branch2/6/batch_norm/0" -> "stage4/0/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 7, 7)"]; -"stage4/0/branch2/7/relu_/0" -> "stage4/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 7, 7)"]; +"stage4/0/branch2/7/relu_/0" -> "stage4/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 7, 7)"]; "stage4/0/cat/0" -> "stage4/0/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 7, 7)"]; "stage4/0/view/0" -> "stage4/0/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 96, 7, 7)"]; "stage4/0/transpose/0" -> "stage4/0/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 2, 7, 7)"]; @@ -994,7 +994,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage4.1.branch2.6.running_mean" -> "stage4/1/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "stage4.1.branch2.6.running_var" -> "stage4/1/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "stage4/1/branch2/6/batch_norm/0" -> "stage4/1/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 7, 7)"]; -"stage4/1/branch2/7/relu_/0" -> "stage4/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 7, 7)"]; +"stage4/1/branch2/7/relu_/0" -> "stage4/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 7, 7)"]; "stage4/1/cat/0" -> "stage4/1/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 7, 7)"]; "stage4/1/view/0" -> "stage4/1/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 96, 7, 7)"]; "stage4/1/transpose/0" -> "stage4/1/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 2, 7, 7)"]; @@ -1024,7 +1024,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage4.2.branch2.6.running_mean" -> "stage4/2/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "stage4.2.branch2.6.running_var" -> "stage4/2/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "stage4/2/branch2/6/batch_norm/0" -> "stage4/2/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 7, 7)"]; -"stage4/2/branch2/7/relu_/0" -> "stage4/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 7, 7)"]; +"stage4/2/branch2/7/relu_/0" -> "stage4/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 7, 7)"]; "stage4/2/cat/0" -> "stage4/2/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 7, 7)"]; "stage4/2/view/0" -> "stage4/2/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 96, 7, 7)"]; "stage4/2/transpose/0" -> "stage4/2/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 2, 7, 7)"]; @@ -1054,7 +1054,7 @@ x -> "conv1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3 "stage4.3.branch2.6.running_mean" -> "stage4/3/branch2/6/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "stage4.3.branch2.6.running_var" -> "stage4/3/branch2/6/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "stage4/3/branch2/6/batch_norm/0" -> "stage4/3/branch2/7/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 7, 7)"]; -"stage4/3/branch2/7/relu_/0" -> "stage4/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 7, 7)"]; +"stage4/3/branch2/7/relu_/0" -> "stage4/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 7, 7)"]; "stage4/3/cat/0" -> "stage4/3/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 7, 7)"]; "stage4/3/view/0" -> "stage4/3/transpose/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 96, 7, 7)"]; "stage4/3/transpose/0" -> "stage4/3/contiguous/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 2, 7, 7)"]; 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 0234a298313..fb7ff371d18 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 @@ -137,7 +137,7 @@ x -> "features/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1 "features.3.expand3x3.weight" -> "features/3/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 16, 3, 3)"]; "features.3.expand3x3.bias" -> "features/3/expand3x3/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; "features/3/expand3x3/conv2d/0" -> "features/3/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 14, 14)"]; -"features/3/expand3x3_activation/relu_/0" -> "features/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 14, 14)"]; +"features/3/expand3x3_activation/relu_/0" -> "features/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 64, 14, 14)"]; "features/3/cat/0" -> "features/4/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 14, 14)"]; "features.4.squeeze.weight" -> "features/4/squeeze/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(16, 128, 1, 1)"]; "features.4.squeeze.bias" -> "features/4/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(16,)"]; @@ -151,7 +151,7 @@ x -> "features/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1 "features.4.expand3x3.weight" -> "features/4/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 16, 3, 3)"]; "features.4.expand3x3.bias" -> "features/4/expand3x3/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; "features/4/expand3x3/conv2d/0" -> "features/4/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 14, 14)"]; -"features/4/expand3x3_activation/relu_/0" -> "features/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 14, 14)"]; +"features/4/expand3x3_activation/relu_/0" -> "features/4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 64, 14, 14)"]; "features/4/cat/0" -> "features/5/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 14, 14)"]; "features.5.squeeze.weight" -> "features/5/squeeze/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 128, 1, 1)"]; "features.5.squeeze.bias" -> "features/5/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(32,)"]; @@ -165,7 +165,7 @@ x -> "features/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1 "features.5.expand3x3.weight" -> "features/5/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128, 32, 3, 3)"]; "features.5.expand3x3.bias" -> "features/5/expand3x3/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; "features/5/expand3x3/conv2d/0" -> "features/5/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 14, 14)"]; -"features/5/expand3x3_activation/relu_/0" -> "features/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 14, 14)"]; +"features/5/expand3x3_activation/relu_/0" -> "features/5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 128, 14, 14)"]; "features/5/cat/0" -> "features/6/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 14, 14)"]; "features/6/max_pool2d/0" -> "features/7/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 7, 7)"]; "features.7.squeeze.weight" -> "features/7/squeeze/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(32, 256, 1, 1)"]; @@ -180,7 +180,7 @@ x -> "features/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1 "features.7.expand3x3.weight" -> "features/7/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128, 32, 3, 3)"]; "features.7.expand3x3.bias" -> "features/7/expand3x3/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; "features/7/expand3x3/conv2d/0" -> "features/7/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 7, 7)"]; -"features/7/expand3x3_activation/relu_/0" -> "features/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 7, 7)"]; +"features/7/expand3x3_activation/relu_/0" -> "features/7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 128, 7, 7)"]; "features/7/cat/0" -> "features/8/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 7, 7)"]; "features.8.squeeze.weight" -> "features/8/squeeze/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(48, 256, 1, 1)"]; "features.8.squeeze.bias" -> "features/8/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(48,)"]; @@ -194,7 +194,7 @@ x -> "features/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1 "features.8.expand3x3.weight" -> "features/8/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 48, 3, 3)"]; "features.8.expand3x3.bias" -> "features/8/expand3x3/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(192,)"]; "features/8/expand3x3/conv2d/0" -> "features/8/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 7, 7)"]; -"features/8/expand3x3_activation/relu_/0" -> "features/8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 7, 7)"]; +"features/8/expand3x3_activation/relu_/0" -> "features/8/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 7, 7)"]; "features/8/cat/0" -> "features/9/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 7, 7)"]; "features.9.squeeze.weight" -> "features/9/squeeze/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(48, 384, 1, 1)"]; "features.9.squeeze.bias" -> "features/9/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(48,)"]; @@ -208,7 +208,7 @@ x -> "features/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1 "features.9.expand3x3.weight" -> "features/9/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 48, 3, 3)"]; "features.9.expand3x3.bias" -> "features/9/expand3x3/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(192,)"]; "features/9/expand3x3/conv2d/0" -> "features/9/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 7, 7)"]; -"features/9/expand3x3_activation/relu_/0" -> "features/9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 7, 7)"]; +"features/9/expand3x3_activation/relu_/0" -> "features/9/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 7, 7)"]; "features/9/cat/0" -> "features/10/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 7, 7)"]; "features.10.squeeze.weight" -> "features/10/squeeze/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 384, 1, 1)"]; "features.10.squeeze.bias" -> "features/10/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; @@ -222,7 +222,7 @@ x -> "features/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1 "features.10.expand3x3.weight" -> "features/10/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256, 64, 3, 3)"]; "features.10.expand3x3.bias" -> "features/10/expand3x3/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(256,)"]; "features/10/expand3x3/conv2d/0" -> "features/10/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 7, 7)"]; -"features/10/expand3x3_activation/relu_/0" -> "features/10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 7, 7)"]; +"features/10/expand3x3_activation/relu_/0" -> "features/10/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 256, 7, 7)"]; "features/10/cat/0" -> "features/11/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 7, 7)"]; "features/11/max_pool2d/0" -> "features/12/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 3, 3)"]; "features.12.squeeze.weight" -> "features/12/squeeze/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 512, 1, 1)"]; @@ -237,7 +237,7 @@ x -> "features/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1 "features.12.expand3x3.weight" -> "features/12/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256, 64, 3, 3)"]; "features.12.expand3x3.bias" -> "features/12/expand3x3/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(256,)"]; "features/12/expand3x3/conv2d/0" -> "features/12/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 3, 3)"]; -"features/12/expand3x3_activation/relu_/0" -> "features/12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 3, 3)"]; +"features/12/expand3x3_activation/relu_/0" -> "features/12/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 256, 3, 3)"]; "features/12/cat/0" -> "classifier/0/dropout/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 3, 3)"]; "classifier/0/dropout/0" -> "classifier/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 3, 3)"]; "classifier.1.weight" -> "classifier/1/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1000, 512, 1, 1)"]; 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 b70db890678..ce0ea7d8e2f 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 @@ -2001,9 +2001,9 @@ x -> "features/0/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape=" "features/2/pad/0" -> "features/2/__getitem__/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 16, 16, 128)"]; "features/2/pad/0" -> "features/2/__getitem__/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 16, 16, 128)"]; "features/2/__getitem__/0" -> "features/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 8, 8, 128)"]; -"features/2/__getitem__/1" -> "features/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 8, 8, 128)"]; -"features/2/__getitem__/2" -> "features/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 8, 8, 128)"]; -"features/2/__getitem__/3" -> "features/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 8, 8, 128)"]; +"features/2/__getitem__/1" -> "features/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 8, 8, 128)"]; +"features/2/__getitem__/2" -> "features/2/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 8, 8, 128)"]; +"features/2/__getitem__/3" -> "features/2/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 8, 8, 128)"]; "features/2/cat/0" -> "features/2/reduction/linear/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 8, 8, 512)"]; "features.2.reduction.weight" -> "features/2/reduction/linear/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256, 512)"]; "features/2/reduction/linear/0" -> "features/2/norm/layer_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 8, 8, 256)"]; @@ -2167,9 +2167,9 @@ x -> "features/0/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape=" "features/4/pad/0" -> "features/4/__getitem__/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 8, 8, 256)"]; "features/4/pad/0" -> "features/4/__getitem__/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 8, 8, 256)"]; "features/4/__getitem__/0" -> "features/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 4, 4, 256)"]; -"features/4/__getitem__/1" -> "features/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 4, 4, 256)"]; -"features/4/__getitem__/2" -> "features/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 4, 4, 256)"]; -"features/4/__getitem__/3" -> "features/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 4, 4, 256)"]; +"features/4/__getitem__/1" -> "features/4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 4, 4, 256)"]; +"features/4/__getitem__/2" -> "features/4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 4, 4, 256)"]; +"features/4/__getitem__/3" -> "features/4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 4, 4, 256)"]; "features/4/cat/0" -> "features/4/reduction/linear/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 4, 4, 1024)"]; "features.4.reduction.weight" -> "features/4/reduction/linear/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(512, 1024)"]; "features/4/reduction/linear/0" -> "features/4/norm/layer_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 4, 4, 512)"]; @@ -3549,9 +3549,9 @@ x -> "features/0/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape=" "features/6/pad/0" -> "features/6/__getitem__/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 4, 4, 512)"]; "features/6/pad/0" -> "features/6/__getitem__/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 4, 4, 512)"]; "features/6/__getitem__/0" -> "features/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 2, 512)"]; -"features/6/__getitem__/1" -> "features/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 2, 512)"]; -"features/6/__getitem__/2" -> "features/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 2, 512)"]; -"features/6/__getitem__/3" -> "features/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 2, 512)"]; +"features/6/__getitem__/1" -> "features/6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 2, 2, 512)"]; +"features/6/__getitem__/2" -> "features/6/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 2, 2, 512)"]; +"features/6/__getitem__/3" -> "features/6/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 2, 2, 512)"]; "features/6/cat/0" -> "features/6/reduction/linear/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 2, 2048)"]; "features.6.reduction.weight" -> "features/6/reduction/linear/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1024, 2048)"]; "features/6/reduction/linear/0" -> "features/6/norm/layer_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 2, 1024)"]; diff --git a/tests/torch2/data/quantization/test_quantized_graphs/densenet121.dot b/tests/torch2/data/quantization/test_quantized_graphs/densenet121.dot index f4eaa1b5559..520dc43e6b0 100644 --- a/tests/torch2/data/quantization/test_quantized_graphs/densenet121.dot +++ b/tests/torch2/data/quantization/test_quantized_graphs/densenet121.dot @@ -35,1730 +35,1614 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "__nncf_hooks.post_hooks.dense1/0/conv2/conv2d/0__0.0._scale_param_storage" [id=33, metatype=PTConstNoopMetatype, type=nncf_model_const]; "dense1/0/conv2/post_hook__dense1-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=34, metatype=UnknownMetatype, type=symmetric_quantize]; "dense1/0/cat/0" [id=35, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense1/0/cat/0__0.0._scale_param_storage" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/0/post_hook__dense1-0-cat-0__0[0]/symmetric_quantize/0" [id=37, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.1.bn1.weight" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.1.bn1.bias" [id=39, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.1.bn1.running_mean" [id=40, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.1.bn1.running_var" [id=41, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/1/bn1/batch_norm/0" [id=42, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/1/relu/0" [id=43, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/1/relu/0__0.0._scale_param_storage" [id=44, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/1/post_hook__dense1-1-relu-0__0[0]/symmetric_quantize/0" [id=45, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.1.conv1.weight" [id=46, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/1/conv1/conv2d/0__1.0._scale_param_storage" [id=47, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/1/conv1/pre_hook__dense1-1-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=48, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/1/conv1/conv2d/0" [id=49, metatype=PTConv2dMetatype, type=conv2d]; -"dense1.1.bn2.weight" [id=50, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.1.bn2.bias" [id=51, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.1.bn2.running_mean" [id=52, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.1.bn2.running_var" [id=53, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/1/bn2/batch_norm/0" [id=54, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/1/relu/1" [id=55, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/1/relu/1__0.0._scale_param_storage" [id=56, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/1/post_hook__dense1-1-relu-1__0[0]/symmetric_quantize/0" [id=57, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.1.conv2.weight" [id=58, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/1/conv2/conv2d/0__1.0._scale_param_storage" [id=59, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/1/conv2/pre_hook__dense1-1-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=60, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/1/conv2/conv2d/0" [id=61, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense1/1/conv2/conv2d/0__0.0._scale_param_storage" [id=62, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/1/conv2/post_hook__dense1-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=63, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/1/cat/0" [id=64, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense1/1/cat/0__0.0._scale_param_storage" [id=65, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/1/post_hook__dense1-1-cat-0__0[0]/symmetric_quantize/0" [id=66, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.2.bn1.weight" [id=67, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.2.bn1.bias" [id=68, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.2.bn1.running_mean" [id=69, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.2.bn1.running_var" [id=70, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/2/bn1/batch_norm/0" [id=71, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/2/relu/0" [id=72, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/2/relu/0__0.0._scale_param_storage" [id=73, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/2/post_hook__dense1-2-relu-0__0[0]/symmetric_quantize/0" [id=74, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.2.conv1.weight" [id=75, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/2/conv1/conv2d/0__1.0._scale_param_storage" [id=76, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/2/conv1/pre_hook__dense1-2-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=77, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/2/conv1/conv2d/0" [id=78, metatype=PTConv2dMetatype, type=conv2d]; -"dense1.2.bn2.weight" [id=79, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.2.bn2.bias" [id=80, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.2.bn2.running_mean" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.2.bn2.running_var" [id=82, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/2/bn2/batch_norm/0" [id=83, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/2/relu/1" [id=84, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/2/relu/1__0.0._scale_param_storage" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/2/post_hook__dense1-2-relu-1__0[0]/symmetric_quantize/0" [id=86, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.2.conv2.weight" [id=87, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/2/conv2/conv2d/0__1.0._scale_param_storage" [id=88, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/2/conv2/pre_hook__dense1-2-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=89, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/2/conv2/conv2d/0" [id=90, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense1/2/conv2/conv2d/0__0.0._scale_param_storage" [id=91, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/2/conv2/post_hook__dense1-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=92, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/2/cat/0" [id=93, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense1/2/cat/0__0.0._scale_param_storage" [id=94, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/2/post_hook__dense1-2-cat-0__0[0]/symmetric_quantize/0" [id=95, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.3.bn1.weight" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.3.bn1.bias" [id=97, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.3.bn1.running_mean" [id=98, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.3.bn1.running_var" [id=99, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/3/bn1/batch_norm/0" [id=100, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/3/relu/0" [id=101, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/3/relu/0__0.0._scale_param_storage" [id=102, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/3/post_hook__dense1-3-relu-0__0[0]/symmetric_quantize/0" [id=103, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.3.conv1.weight" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/3/conv1/conv2d/0__1.0._scale_param_storage" [id=105, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/3/conv1/pre_hook__dense1-3-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=106, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/3/conv1/conv2d/0" [id=107, metatype=PTConv2dMetatype, type=conv2d]; -"dense1.3.bn2.weight" [id=108, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.3.bn2.bias" [id=109, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.3.bn2.running_mean" [id=110, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.3.bn2.running_var" [id=111, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/3/bn2/batch_norm/0" [id=112, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/3/relu/1" [id=113, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/3/relu/1__0.0._scale_param_storage" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/3/post_hook__dense1-3-relu-1__0[0]/symmetric_quantize/0" [id=115, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.3.conv2.weight" [id=116, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/3/conv2/conv2d/0__1.0._scale_param_storage" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/3/conv2/pre_hook__dense1-3-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=118, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/3/conv2/conv2d/0" [id=119, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense1/3/conv2/conv2d/0__0.0._scale_param_storage" [id=120, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/3/conv2/post_hook__dense1-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=121, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/3/cat/0" [id=122, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense1/3/cat/0__0.0._scale_param_storage" [id=123, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/3/post_hook__dense1-3-cat-0__0[0]/symmetric_quantize/0" [id=124, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.4.bn1.weight" [id=125, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.4.bn1.bias" [id=126, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.4.bn1.running_mean" [id=127, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.4.bn1.running_var" [id=128, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/4/bn1/batch_norm/0" [id=129, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/4/relu/0" [id=130, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/4/relu/0__0.0._scale_param_storage" [id=131, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/4/post_hook__dense1-4-relu-0__0[0]/symmetric_quantize/0" [id=132, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.4.conv1.weight" [id=133, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/4/conv1/conv2d/0__1.0._scale_param_storage" [id=134, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/4/conv1/pre_hook__dense1-4-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=135, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/4/conv1/conv2d/0" [id=136, metatype=PTConv2dMetatype, type=conv2d]; -"dense1.4.bn2.weight" [id=137, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.4.bn2.bias" [id=138, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.4.bn2.running_mean" [id=139, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.4.bn2.running_var" [id=140, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/4/bn2/batch_norm/0" [id=141, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/4/relu/1" [id=142, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/4/relu/1__0.0._scale_param_storage" [id=143, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/4/post_hook__dense1-4-relu-1__0[0]/symmetric_quantize/0" [id=144, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.4.conv2.weight" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/4/conv2/conv2d/0__1.0._scale_param_storage" [id=146, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/4/conv2/pre_hook__dense1-4-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=147, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/4/conv2/conv2d/0" [id=148, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense1/4/conv2/conv2d/0__0.0._scale_param_storage" [id=149, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/4/conv2/post_hook__dense1-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=150, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/4/cat/0" [id=151, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense1/4/cat/0__0.0._scale_param_storage" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/4/post_hook__dense1-4-cat-0__0[0]/symmetric_quantize/0" [id=153, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.5.bn1.weight" [id=154, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.5.bn1.bias" [id=155, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.5.bn1.running_mean" [id=156, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.5.bn1.running_var" [id=157, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/5/bn1/batch_norm/0" [id=158, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/5/relu/0" [id=159, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/5/relu/0__0.0._scale_param_storage" [id=160, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/5/post_hook__dense1-5-relu-0__0[0]/symmetric_quantize/0" [id=161, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.5.conv1.weight" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/5/conv1/conv2d/0__1.0._scale_param_storage" [id=163, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/5/conv1/pre_hook__dense1-5-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=164, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/5/conv1/conv2d/0" [id=165, metatype=PTConv2dMetatype, type=conv2d]; -"dense1.5.bn2.weight" [id=166, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.5.bn2.bias" [id=167, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.5.bn2.running_mean" [id=168, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1.5.bn2.running_var" [id=169, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/5/bn2/batch_norm/0" [id=170, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense1/5/relu/1" [id=171, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense1/5/relu/1__0.0._scale_param_storage" [id=172, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/5/post_hook__dense1-5-relu-1__0[0]/symmetric_quantize/0" [id=173, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1.5.conv2.weight" [id=174, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense1/5/conv2/conv2d/0__1.0._scale_param_storage" [id=175, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/5/conv2/pre_hook__dense1-5-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=176, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/5/conv2/conv2d/0" [id=177, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense1/5/conv2/conv2d/0__0.0._scale_param_storage" [id=178, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/5/conv2/post_hook__dense1-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=179, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense1/5/cat/0" [id=180, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense1/5/cat/0__0.0._scale_param_storage" [id=181, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense1/5/post_hook__dense1-5-cat-0__0[0]/symmetric_quantize/0" [id=182, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans1.bn.weight" [id=183, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans1.bn.bias" [id=184, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans1.bn.running_mean" [id=185, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans1.bn.running_var" [id=186, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans1/bn/batch_norm/0" [id=187, metatype=PTBatchNormMetatype, type=batch_norm]; -"trans1/relu/0" [id=188, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.trans1/relu/0__0.0._scale_param_storage" [id=189, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans1/post_hook__trans1-relu-0__0[0]/symmetric_quantize/0" [id=190, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans1.conv.weight" [id=191, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.trans1/conv/conv2d/0__1.0._scale_param_storage" [id=192, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans1/conv/pre_hook__trans1-conv-conv2d-0__1[0]/symmetric_quantize/0" [id=193, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans1/conv/conv2d/0" [id=194, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.trans1/conv/conv2d/0__0.0._scale_param_storage" [id=195, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans1/conv/post_hook__trans1-conv-conv2d-0__0[0]/symmetric_quantize/0" [id=196, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans1/avg_pool2d/0" [id=197, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; -"__nncf_hooks.post_hooks.trans1/avg_pool2d/0__0.0._scale_param_storage" [id=198, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans1/post_hook__trans1-avg_pool2d-0__0[0]/symmetric_quantize/0" [id=199, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.0.bn1.weight" [id=200, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.0.bn1.bias" [id=201, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.0.bn1.running_mean" [id=202, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.0.bn1.running_var" [id=203, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/0/bn1/batch_norm/0" [id=204, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/0/relu/0" [id=205, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/0/relu/0__0.0._scale_param_storage" [id=206, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/0/post_hook__dense2-0-relu-0__0[0]/symmetric_quantize/0" [id=207, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.0.conv1.weight" [id=208, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/0/conv1/conv2d/0__1.0._scale_param_storage" [id=209, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/0/conv1/pre_hook__dense2-0-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=210, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/0/conv1/conv2d/0" [id=211, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.0.bn2.weight" [id=212, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.0.bn2.bias" [id=213, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.0.bn2.running_mean" [id=214, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.0.bn2.running_var" [id=215, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/0/bn2/batch_norm/0" [id=216, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/0/relu/1" [id=217, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/0/relu/1__0.0._scale_param_storage" [id=218, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/0/post_hook__dense2-0-relu-1__0[0]/symmetric_quantize/0" [id=219, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.0.conv2.weight" [id=220, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/0/conv2/conv2d/0__1.0._scale_param_storage" [id=221, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/0/conv2/pre_hook__dense2-0-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=222, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/0/conv2/conv2d/0" [id=223, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/0/conv2/conv2d/0__0.0._scale_param_storage" [id=224, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/0/conv2/post_hook__dense2-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=225, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/0/cat/0" [id=226, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/0/cat/0__0.0._scale_param_storage" [id=227, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/0/post_hook__dense2-0-cat-0__0[0]/symmetric_quantize/0" [id=228, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.1.bn1.weight" [id=229, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.1.bn1.bias" [id=230, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.1.bn1.running_mean" [id=231, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.1.bn1.running_var" [id=232, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/1/bn1/batch_norm/0" [id=233, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/1/relu/0" [id=234, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/1/relu/0__0.0._scale_param_storage" [id=235, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/1/post_hook__dense2-1-relu-0__0[0]/symmetric_quantize/0" [id=236, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.1.conv1.weight" [id=237, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/1/conv1/conv2d/0__1.0._scale_param_storage" [id=238, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/1/conv1/pre_hook__dense2-1-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=239, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/1/conv1/conv2d/0" [id=240, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.1.bn2.weight" [id=241, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.1.bn2.bias" [id=242, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.1.bn2.running_mean" [id=243, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.1.bn2.running_var" [id=244, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/1/bn2/batch_norm/0" [id=245, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/1/relu/1" [id=246, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/1/relu/1__0.0._scale_param_storage" [id=247, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/1/post_hook__dense2-1-relu-1__0[0]/symmetric_quantize/0" [id=248, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.1.conv2.weight" [id=249, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/1/conv2/conv2d/0__1.0._scale_param_storage" [id=250, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/1/conv2/pre_hook__dense2-1-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=251, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/1/conv2/conv2d/0" [id=252, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/1/conv2/conv2d/0__0.0._scale_param_storage" [id=253, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/1/conv2/post_hook__dense2-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=254, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/1/cat/0" [id=255, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/1/cat/0__0.0._scale_param_storage" [id=256, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/1/post_hook__dense2-1-cat-0__0[0]/symmetric_quantize/0" [id=257, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.2.bn1.weight" [id=258, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.2.bn1.bias" [id=259, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.2.bn1.running_mean" [id=260, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.2.bn1.running_var" [id=261, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/2/bn1/batch_norm/0" [id=262, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/2/relu/0" [id=263, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/2/relu/0__0.0._scale_param_storage" [id=264, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/2/post_hook__dense2-2-relu-0__0[0]/symmetric_quantize/0" [id=265, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.2.conv1.weight" [id=266, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/2/conv1/conv2d/0__1.0._scale_param_storage" [id=267, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/2/conv1/pre_hook__dense2-2-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=268, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/2/conv1/conv2d/0" [id=269, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.2.bn2.weight" [id=270, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.2.bn2.bias" [id=271, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.2.bn2.running_mean" [id=272, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.2.bn2.running_var" [id=273, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/2/bn2/batch_norm/0" [id=274, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/2/relu/1" [id=275, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/2/relu/1__0.0._scale_param_storage" [id=276, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/2/post_hook__dense2-2-relu-1__0[0]/symmetric_quantize/0" [id=277, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.2.conv2.weight" [id=278, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/2/conv2/conv2d/0__1.0._scale_param_storage" [id=279, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/2/conv2/pre_hook__dense2-2-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=280, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/2/conv2/conv2d/0" [id=281, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/2/conv2/conv2d/0__0.0._scale_param_storage" [id=282, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/2/conv2/post_hook__dense2-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=283, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/2/cat/0" [id=284, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/2/cat/0__0.0._scale_param_storage" [id=285, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/2/post_hook__dense2-2-cat-0__0[0]/symmetric_quantize/0" [id=286, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.3.bn1.weight" [id=287, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.3.bn1.bias" [id=288, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.3.bn1.running_mean" [id=289, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.3.bn1.running_var" [id=290, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/3/bn1/batch_norm/0" [id=291, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/3/relu/0" [id=292, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/3/relu/0__0.0._scale_param_storage" [id=293, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/3/post_hook__dense2-3-relu-0__0[0]/symmetric_quantize/0" [id=294, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.3.conv1.weight" [id=295, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/3/conv1/conv2d/0__1.0._scale_param_storage" [id=296, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/3/conv1/pre_hook__dense2-3-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=297, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/3/conv1/conv2d/0" [id=298, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.3.bn2.weight" [id=299, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.3.bn2.bias" [id=300, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.3.bn2.running_mean" [id=301, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.3.bn2.running_var" [id=302, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/3/bn2/batch_norm/0" [id=303, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/3/relu/1" [id=304, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/3/relu/1__0.0._scale_param_storage" [id=305, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/3/post_hook__dense2-3-relu-1__0[0]/symmetric_quantize/0" [id=306, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.3.conv2.weight" [id=307, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/3/conv2/conv2d/0__1.0._scale_param_storage" [id=308, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/3/conv2/pre_hook__dense2-3-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=309, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/3/conv2/conv2d/0" [id=310, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/3/conv2/conv2d/0__0.0._scale_param_storage" [id=311, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/3/conv2/post_hook__dense2-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=312, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/3/cat/0" [id=313, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/3/cat/0__0.0._scale_param_storage" [id=314, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/3/post_hook__dense2-3-cat-0__0[0]/symmetric_quantize/0" [id=315, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.4.bn1.weight" [id=316, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.4.bn1.bias" [id=317, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.4.bn1.running_mean" [id=318, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.4.bn1.running_var" [id=319, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/4/bn1/batch_norm/0" [id=320, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/4/relu/0" [id=321, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/4/relu/0__0.0._scale_param_storage" [id=322, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/4/post_hook__dense2-4-relu-0__0[0]/symmetric_quantize/0" [id=323, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.4.conv1.weight" [id=324, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/4/conv1/conv2d/0__1.0._scale_param_storage" [id=325, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/4/conv1/pre_hook__dense2-4-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=326, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/4/conv1/conv2d/0" [id=327, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.4.bn2.weight" [id=328, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.4.bn2.bias" [id=329, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.4.bn2.running_mean" [id=330, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.4.bn2.running_var" [id=331, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/4/bn2/batch_norm/0" [id=332, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/4/relu/1" [id=333, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/4/relu/1__0.0._scale_param_storage" [id=334, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/4/post_hook__dense2-4-relu-1__0[0]/symmetric_quantize/0" [id=335, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.4.conv2.weight" [id=336, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/4/conv2/conv2d/0__1.0._scale_param_storage" [id=337, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/4/conv2/pre_hook__dense2-4-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=338, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/4/conv2/conv2d/0" [id=339, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/4/conv2/conv2d/0__0.0._scale_param_storage" [id=340, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/4/conv2/post_hook__dense2-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=341, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/4/cat/0" [id=342, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/4/cat/0__0.0._scale_param_storage" [id=343, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/4/post_hook__dense2-4-cat-0__0[0]/symmetric_quantize/0" [id=344, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.5.bn1.weight" [id=345, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.5.bn1.bias" [id=346, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.5.bn1.running_mean" [id=347, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.5.bn1.running_var" [id=348, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/5/bn1/batch_norm/0" [id=349, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/5/relu/0" [id=350, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/5/relu/0__0.0._scale_param_storage" [id=351, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/5/post_hook__dense2-5-relu-0__0[0]/symmetric_quantize/0" [id=352, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.5.conv1.weight" [id=353, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/5/conv1/conv2d/0__1.0._scale_param_storage" [id=354, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/5/conv1/pre_hook__dense2-5-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=355, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/5/conv1/conv2d/0" [id=356, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.5.bn2.weight" [id=357, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.5.bn2.bias" [id=358, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.5.bn2.running_mean" [id=359, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.5.bn2.running_var" [id=360, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/5/bn2/batch_norm/0" [id=361, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/5/relu/1" [id=362, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/5/relu/1__0.0._scale_param_storage" [id=363, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/5/post_hook__dense2-5-relu-1__0[0]/symmetric_quantize/0" [id=364, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.5.conv2.weight" [id=365, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/5/conv2/conv2d/0__1.0._scale_param_storage" [id=366, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/5/conv2/pre_hook__dense2-5-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=367, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/5/conv2/conv2d/0" [id=368, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/5/conv2/conv2d/0__0.0._scale_param_storage" [id=369, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/5/conv2/post_hook__dense2-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=370, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/5/cat/0" [id=371, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/5/cat/0__0.0._scale_param_storage" [id=372, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/5/post_hook__dense2-5-cat-0__0[0]/symmetric_quantize/0" [id=373, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.6.bn1.weight" [id=374, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.6.bn1.bias" [id=375, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.6.bn1.running_mean" [id=376, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.6.bn1.running_var" [id=377, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/6/bn1/batch_norm/0" [id=378, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/6/relu/0" [id=379, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/6/relu/0__0.0._scale_param_storage" [id=380, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/6/post_hook__dense2-6-relu-0__0[0]/symmetric_quantize/0" [id=381, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.6.conv1.weight" [id=382, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/6/conv1/conv2d/0__1.0._scale_param_storage" [id=383, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/6/conv1/pre_hook__dense2-6-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=384, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/6/conv1/conv2d/0" [id=385, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.6.bn2.weight" [id=386, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.6.bn2.bias" [id=387, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.6.bn2.running_mean" [id=388, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.6.bn2.running_var" [id=389, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/6/bn2/batch_norm/0" [id=390, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/6/relu/1" [id=391, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/6/relu/1__0.0._scale_param_storage" [id=392, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/6/post_hook__dense2-6-relu-1__0[0]/symmetric_quantize/0" [id=393, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.6.conv2.weight" [id=394, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/6/conv2/conv2d/0__1.0._scale_param_storage" [id=395, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/6/conv2/pre_hook__dense2-6-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=396, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/6/conv2/conv2d/0" [id=397, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/6/conv2/conv2d/0__0.0._scale_param_storage" [id=398, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/6/conv2/post_hook__dense2-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=399, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/6/cat/0" [id=400, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/6/cat/0__0.0._scale_param_storage" [id=401, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/6/post_hook__dense2-6-cat-0__0[0]/symmetric_quantize/0" [id=402, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.7.bn1.weight" [id=403, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.7.bn1.bias" [id=404, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.7.bn1.running_mean" [id=405, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.7.bn1.running_var" [id=406, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/7/bn1/batch_norm/0" [id=407, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/7/relu/0" [id=408, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/7/relu/0__0.0._scale_param_storage" [id=409, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/7/post_hook__dense2-7-relu-0__0[0]/symmetric_quantize/0" [id=410, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.7.conv1.weight" [id=411, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/7/conv1/conv2d/0__1.0._scale_param_storage" [id=412, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/7/conv1/pre_hook__dense2-7-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=413, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/7/conv1/conv2d/0" [id=414, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.7.bn2.weight" [id=415, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.7.bn2.bias" [id=416, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.7.bn2.running_mean" [id=417, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.7.bn2.running_var" [id=418, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/7/bn2/batch_norm/0" [id=419, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/7/relu/1" [id=420, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/7/relu/1__0.0._scale_param_storage" [id=421, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/7/post_hook__dense2-7-relu-1__0[0]/symmetric_quantize/0" [id=422, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.7.conv2.weight" [id=423, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/7/conv2/conv2d/0__1.0._scale_param_storage" [id=424, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/7/conv2/pre_hook__dense2-7-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=425, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/7/conv2/conv2d/0" [id=426, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/7/conv2/conv2d/0__0.0._scale_param_storage" [id=427, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/7/conv2/post_hook__dense2-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=428, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/7/cat/0" [id=429, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/7/cat/0__0.0._scale_param_storage" [id=430, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/7/post_hook__dense2-7-cat-0__0[0]/symmetric_quantize/0" [id=431, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.8.bn1.weight" [id=432, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.8.bn1.bias" [id=433, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.8.bn1.running_mean" [id=434, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.8.bn1.running_var" [id=435, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/8/bn1/batch_norm/0" [id=436, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/8/relu/0" [id=437, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/8/relu/0__0.0._scale_param_storage" [id=438, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/8/post_hook__dense2-8-relu-0__0[0]/symmetric_quantize/0" [id=439, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.8.conv1.weight" [id=440, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/8/conv1/conv2d/0__1.0._scale_param_storage" [id=441, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/8/conv1/pre_hook__dense2-8-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=442, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/8/conv1/conv2d/0" [id=443, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.8.bn2.weight" [id=444, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.8.bn2.bias" [id=445, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.8.bn2.running_mean" [id=446, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.8.bn2.running_var" [id=447, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/8/bn2/batch_norm/0" [id=448, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/8/relu/1" [id=449, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/8/relu/1__0.0._scale_param_storage" [id=450, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/8/post_hook__dense2-8-relu-1__0[0]/symmetric_quantize/0" [id=451, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.8.conv2.weight" [id=452, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/8/conv2/conv2d/0__1.0._scale_param_storage" [id=453, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/8/conv2/pre_hook__dense2-8-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=454, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/8/conv2/conv2d/0" [id=455, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/8/conv2/conv2d/0__0.0._scale_param_storage" [id=456, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/8/conv2/post_hook__dense2-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=457, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/8/cat/0" [id=458, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/8/cat/0__0.0._scale_param_storage" [id=459, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/8/post_hook__dense2-8-cat-0__0[0]/symmetric_quantize/0" [id=460, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.9.bn1.weight" [id=461, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.9.bn1.bias" [id=462, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.9.bn1.running_mean" [id=463, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.9.bn1.running_var" [id=464, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/9/bn1/batch_norm/0" [id=465, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/9/relu/0" [id=466, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/9/relu/0__0.0._scale_param_storage" [id=467, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/9/post_hook__dense2-9-relu-0__0[0]/symmetric_quantize/0" [id=468, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.9.conv1.weight" [id=469, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/9/conv1/conv2d/0__1.0._scale_param_storage" [id=470, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/9/conv1/pre_hook__dense2-9-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=471, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/9/conv1/conv2d/0" [id=472, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.9.bn2.weight" [id=473, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.9.bn2.bias" [id=474, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.9.bn2.running_mean" [id=475, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.9.bn2.running_var" [id=476, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/9/bn2/batch_norm/0" [id=477, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/9/relu/1" [id=478, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/9/relu/1__0.0._scale_param_storage" [id=479, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/9/post_hook__dense2-9-relu-1__0[0]/symmetric_quantize/0" [id=480, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.9.conv2.weight" [id=481, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/9/conv2/conv2d/0__1.0._scale_param_storage" [id=482, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/9/conv2/pre_hook__dense2-9-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=483, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/9/conv2/conv2d/0" [id=484, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/9/conv2/conv2d/0__0.0._scale_param_storage" [id=485, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/9/conv2/post_hook__dense2-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=486, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/9/cat/0" [id=487, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/9/cat/0__0.0._scale_param_storage" [id=488, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/9/post_hook__dense2-9-cat-0__0[0]/symmetric_quantize/0" [id=489, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.10.bn1.weight" [id=490, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.10.bn1.bias" [id=491, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.10.bn1.running_mean" [id=492, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.10.bn1.running_var" [id=493, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/10/bn1/batch_norm/0" [id=494, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/10/relu/0" [id=495, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/10/relu/0__0.0._scale_param_storage" [id=496, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/10/post_hook__dense2-10-relu-0__0[0]/symmetric_quantize/0" [id=497, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.10.conv1.weight" [id=498, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/10/conv1/conv2d/0__1.0._scale_param_storage" [id=499, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/10/conv1/pre_hook__dense2-10-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=500, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/10/conv1/conv2d/0" [id=501, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.10.bn2.weight" [id=502, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.10.bn2.bias" [id=503, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.10.bn2.running_mean" [id=504, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.10.bn2.running_var" [id=505, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/10/bn2/batch_norm/0" [id=506, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/10/relu/1" [id=507, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/10/relu/1__0.0._scale_param_storage" [id=508, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/10/post_hook__dense2-10-relu-1__0[0]/symmetric_quantize/0" [id=509, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.10.conv2.weight" [id=510, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/10/conv2/conv2d/0__1.0._scale_param_storage" [id=511, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/10/conv2/pre_hook__dense2-10-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=512, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/10/conv2/conv2d/0" [id=513, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/10/conv2/conv2d/0__0.0._scale_param_storage" [id=514, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/10/conv2/post_hook__dense2-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=515, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/10/cat/0" [id=516, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/10/cat/0__0.0._scale_param_storage" [id=517, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/10/post_hook__dense2-10-cat-0__0[0]/symmetric_quantize/0" [id=518, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.11.bn1.weight" [id=519, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.11.bn1.bias" [id=520, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.11.bn1.running_mean" [id=521, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.11.bn1.running_var" [id=522, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/11/bn1/batch_norm/0" [id=523, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/11/relu/0" [id=524, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/11/relu/0__0.0._scale_param_storage" [id=525, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/11/post_hook__dense2-11-relu-0__0[0]/symmetric_quantize/0" [id=526, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.11.conv1.weight" [id=527, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/11/conv1/conv2d/0__1.0._scale_param_storage" [id=528, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/11/conv1/pre_hook__dense2-11-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=529, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/11/conv1/conv2d/0" [id=530, metatype=PTConv2dMetatype, type=conv2d]; -"dense2.11.bn2.weight" [id=531, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.11.bn2.bias" [id=532, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.11.bn2.running_mean" [id=533, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2.11.bn2.running_var" [id=534, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/11/bn2/batch_norm/0" [id=535, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense2/11/relu/1" [id=536, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense2/11/relu/1__0.0._scale_param_storage" [id=537, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/11/post_hook__dense2-11-relu-1__0[0]/symmetric_quantize/0" [id=538, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2.11.conv2.weight" [id=539, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense2/11/conv2/conv2d/0__1.0._scale_param_storage" [id=540, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/11/conv2/pre_hook__dense2-11-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=541, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/11/conv2/conv2d/0" [id=542, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense2/11/conv2/conv2d/0__0.0._scale_param_storage" [id=543, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/11/conv2/post_hook__dense2-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=544, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense2/11/cat/0" [id=545, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense2/11/cat/0__0.0._scale_param_storage" [id=546, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense2/11/post_hook__dense2-11-cat-0__0[0]/symmetric_quantize/0" [id=547, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans2.bn.weight" [id=548, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans2.bn.bias" [id=549, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans2.bn.running_mean" [id=550, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans2.bn.running_var" [id=551, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans2/bn/batch_norm/0" [id=552, metatype=PTBatchNormMetatype, type=batch_norm]; -"trans2/relu/0" [id=553, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.trans2/relu/0__0.0._scale_param_storage" [id=554, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans2/post_hook__trans2-relu-0__0[0]/symmetric_quantize/0" [id=555, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans2.conv.weight" [id=556, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.trans2/conv/conv2d/0__1.0._scale_param_storage" [id=557, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans2/conv/pre_hook__trans2-conv-conv2d-0__1[0]/symmetric_quantize/0" [id=558, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans2/conv/conv2d/0" [id=559, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.trans2/conv/conv2d/0__0.0._scale_param_storage" [id=560, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans2/conv/post_hook__trans2-conv-conv2d-0__0[0]/symmetric_quantize/0" [id=561, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans2/avg_pool2d/0" [id=562, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; -"__nncf_hooks.post_hooks.trans2/avg_pool2d/0__0.0._scale_param_storage" [id=563, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans2/post_hook__trans2-avg_pool2d-0__0[0]/symmetric_quantize/0" [id=564, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.0.bn1.weight" [id=565, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.0.bn1.bias" [id=566, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.0.bn1.running_mean" [id=567, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.0.bn1.running_var" [id=568, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/0/bn1/batch_norm/0" [id=569, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/0/relu/0" [id=570, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/0/relu/0__0.0._scale_param_storage" [id=571, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/0/post_hook__dense3-0-relu-0__0[0]/symmetric_quantize/0" [id=572, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.0.conv1.weight" [id=573, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/0/conv1/conv2d/0__1.0._scale_param_storage" [id=574, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/0/conv1/pre_hook__dense3-0-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=575, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/0/conv1/conv2d/0" [id=576, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.0.bn2.weight" [id=577, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.0.bn2.bias" [id=578, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.0.bn2.running_mean" [id=579, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.0.bn2.running_var" [id=580, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/0/bn2/batch_norm/0" [id=581, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/0/relu/1" [id=582, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/0/relu/1__0.0._scale_param_storage" [id=583, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/0/post_hook__dense3-0-relu-1__0[0]/symmetric_quantize/0" [id=584, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.0.conv2.weight" [id=585, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/0/conv2/conv2d/0__1.0._scale_param_storage" [id=586, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/0/conv2/pre_hook__dense3-0-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=587, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/0/conv2/conv2d/0" [id=588, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/0/conv2/conv2d/0__0.0._scale_param_storage" [id=589, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/0/conv2/post_hook__dense3-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=590, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/0/cat/0" [id=591, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/0/cat/0__0.0._scale_param_storage" [id=592, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/0/post_hook__dense3-0-cat-0__0[0]/symmetric_quantize/0" [id=593, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.1.bn1.weight" [id=594, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.1.bn1.bias" [id=595, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.1.bn1.running_mean" [id=596, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.1.bn1.running_var" [id=597, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/1/bn1/batch_norm/0" [id=598, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/1/relu/0" [id=599, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/1/relu/0__0.0._scale_param_storage" [id=600, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/1/post_hook__dense3-1-relu-0__0[0]/symmetric_quantize/0" [id=601, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.1.conv1.weight" [id=602, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/1/conv1/conv2d/0__1.0._scale_param_storage" [id=603, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/1/conv1/pre_hook__dense3-1-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=604, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/1/conv1/conv2d/0" [id=605, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.1.bn2.weight" [id=606, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.1.bn2.bias" [id=607, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.1.bn2.running_mean" [id=608, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.1.bn2.running_var" [id=609, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/1/bn2/batch_norm/0" [id=610, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/1/relu/1" [id=611, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/1/relu/1__0.0._scale_param_storage" [id=612, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/1/post_hook__dense3-1-relu-1__0[0]/symmetric_quantize/0" [id=613, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.1.conv2.weight" [id=614, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/1/conv2/conv2d/0__1.0._scale_param_storage" [id=615, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/1/conv2/pre_hook__dense3-1-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=616, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/1/conv2/conv2d/0" [id=617, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/1/conv2/conv2d/0__0.0._scale_param_storage" [id=618, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/1/conv2/post_hook__dense3-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=619, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/1/cat/0" [id=620, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/1/cat/0__0.0._scale_param_storage" [id=621, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/1/post_hook__dense3-1-cat-0__0[0]/symmetric_quantize/0" [id=622, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.2.bn1.weight" [id=623, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.2.bn1.bias" [id=624, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.2.bn1.running_mean" [id=625, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.2.bn1.running_var" [id=626, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/2/bn1/batch_norm/0" [id=627, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/2/relu/0" [id=628, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/2/relu/0__0.0._scale_param_storage" [id=629, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/2/post_hook__dense3-2-relu-0__0[0]/symmetric_quantize/0" [id=630, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.2.conv1.weight" [id=631, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/2/conv1/conv2d/0__1.0._scale_param_storage" [id=632, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/2/conv1/pre_hook__dense3-2-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=633, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/2/conv1/conv2d/0" [id=634, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.2.bn2.weight" [id=635, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.2.bn2.bias" [id=636, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.2.bn2.running_mean" [id=637, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.2.bn2.running_var" [id=638, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/2/bn2/batch_norm/0" [id=639, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/2/relu/1" [id=640, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/2/relu/1__0.0._scale_param_storage" [id=641, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/2/post_hook__dense3-2-relu-1__0[0]/symmetric_quantize/0" [id=642, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.2.conv2.weight" [id=643, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/2/conv2/conv2d/0__1.0._scale_param_storage" [id=644, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/2/conv2/pre_hook__dense3-2-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=645, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/2/conv2/conv2d/0" [id=646, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/2/conv2/conv2d/0__0.0._scale_param_storage" [id=647, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/2/conv2/post_hook__dense3-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=648, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/2/cat/0" [id=649, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/2/cat/0__0.0._scale_param_storage" [id=650, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/2/post_hook__dense3-2-cat-0__0[0]/symmetric_quantize/0" [id=651, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.3.bn1.weight" [id=652, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.3.bn1.bias" [id=653, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.3.bn1.running_mean" [id=654, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.3.bn1.running_var" [id=655, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/3/bn1/batch_norm/0" [id=656, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/3/relu/0" [id=657, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/3/relu/0__0.0._scale_param_storage" [id=658, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/3/post_hook__dense3-3-relu-0__0[0]/symmetric_quantize/0" [id=659, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.3.conv1.weight" [id=660, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/3/conv1/conv2d/0__1.0._scale_param_storage" [id=661, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/3/conv1/pre_hook__dense3-3-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=662, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/3/conv1/conv2d/0" [id=663, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.3.bn2.weight" [id=664, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.3.bn2.bias" [id=665, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.3.bn2.running_mean" [id=666, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.3.bn2.running_var" [id=667, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/3/bn2/batch_norm/0" [id=668, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/3/relu/1" [id=669, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/3/relu/1__0.0._scale_param_storage" [id=670, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/3/post_hook__dense3-3-relu-1__0[0]/symmetric_quantize/0" [id=671, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.3.conv2.weight" [id=672, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/3/conv2/conv2d/0__1.0._scale_param_storage" [id=673, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/3/conv2/pre_hook__dense3-3-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=674, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/3/conv2/conv2d/0" [id=675, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/3/conv2/conv2d/0__0.0._scale_param_storage" [id=676, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/3/conv2/post_hook__dense3-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=677, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/3/cat/0" [id=678, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/3/cat/0__0.0._scale_param_storage" [id=679, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/3/post_hook__dense3-3-cat-0__0[0]/symmetric_quantize/0" [id=680, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.4.bn1.weight" [id=681, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.4.bn1.bias" [id=682, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.4.bn1.running_mean" [id=683, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.4.bn1.running_var" [id=684, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/4/bn1/batch_norm/0" [id=685, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/4/relu/0" [id=686, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/4/relu/0__0.0._scale_param_storage" [id=687, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/4/post_hook__dense3-4-relu-0__0[0]/symmetric_quantize/0" [id=688, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.4.conv1.weight" [id=689, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/4/conv1/conv2d/0__1.0._scale_param_storage" [id=690, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/4/conv1/pre_hook__dense3-4-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=691, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/4/conv1/conv2d/0" [id=692, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.4.bn2.weight" [id=693, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.4.bn2.bias" [id=694, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.4.bn2.running_mean" [id=695, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.4.bn2.running_var" [id=696, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/4/bn2/batch_norm/0" [id=697, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/4/relu/1" [id=698, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/4/relu/1__0.0._scale_param_storage" [id=699, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/4/post_hook__dense3-4-relu-1__0[0]/symmetric_quantize/0" [id=700, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.4.conv2.weight" [id=701, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/4/conv2/conv2d/0__1.0._scale_param_storage" [id=702, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/4/conv2/pre_hook__dense3-4-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=703, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/4/conv2/conv2d/0" [id=704, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/4/conv2/conv2d/0__0.0._scale_param_storage" [id=705, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/4/conv2/post_hook__dense3-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=706, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/4/cat/0" [id=707, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/4/cat/0__0.0._scale_param_storage" [id=708, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/4/post_hook__dense3-4-cat-0__0[0]/symmetric_quantize/0" [id=709, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.5.bn1.weight" [id=710, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.5.bn1.bias" [id=711, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.5.bn1.running_mean" [id=712, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.5.bn1.running_var" [id=713, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/5/bn1/batch_norm/0" [id=714, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/5/relu/0" [id=715, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/5/relu/0__0.0._scale_param_storage" [id=716, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/5/post_hook__dense3-5-relu-0__0[0]/symmetric_quantize/0" [id=717, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.5.conv1.weight" [id=718, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/5/conv1/conv2d/0__1.0._scale_param_storage" [id=719, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/5/conv1/pre_hook__dense3-5-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=720, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/5/conv1/conv2d/0" [id=721, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.5.bn2.weight" [id=722, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.5.bn2.bias" [id=723, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.5.bn2.running_mean" [id=724, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.5.bn2.running_var" [id=725, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/5/bn2/batch_norm/0" [id=726, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/5/relu/1" [id=727, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/5/relu/1__0.0._scale_param_storage" [id=728, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/5/post_hook__dense3-5-relu-1__0[0]/symmetric_quantize/0" [id=729, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.5.conv2.weight" [id=730, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/5/conv2/conv2d/0__1.0._scale_param_storage" [id=731, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/5/conv2/pre_hook__dense3-5-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=732, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/5/conv2/conv2d/0" [id=733, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/5/conv2/conv2d/0__0.0._scale_param_storage" [id=734, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/5/conv2/post_hook__dense3-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=735, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/5/cat/0" [id=736, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/5/cat/0__0.0._scale_param_storage" [id=737, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/5/post_hook__dense3-5-cat-0__0[0]/symmetric_quantize/0" [id=738, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.6.bn1.weight" [id=739, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.6.bn1.bias" [id=740, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.6.bn1.running_mean" [id=741, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.6.bn1.running_var" [id=742, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/6/bn1/batch_norm/0" [id=743, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/6/relu/0" [id=744, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/6/relu/0__0.0._scale_param_storage" [id=745, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/6/post_hook__dense3-6-relu-0__0[0]/symmetric_quantize/0" [id=746, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.6.conv1.weight" [id=747, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/6/conv1/conv2d/0__1.0._scale_param_storage" [id=748, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/6/conv1/pre_hook__dense3-6-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=749, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/6/conv1/conv2d/0" [id=750, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.6.bn2.weight" [id=751, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.6.bn2.bias" [id=752, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.6.bn2.running_mean" [id=753, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.6.bn2.running_var" [id=754, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/6/bn2/batch_norm/0" [id=755, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/6/relu/1" [id=756, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/6/relu/1__0.0._scale_param_storage" [id=757, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/6/post_hook__dense3-6-relu-1__0[0]/symmetric_quantize/0" [id=758, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.6.conv2.weight" [id=759, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/6/conv2/conv2d/0__1.0._scale_param_storage" [id=760, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/6/conv2/pre_hook__dense3-6-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=761, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/6/conv2/conv2d/0" [id=762, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/6/conv2/conv2d/0__0.0._scale_param_storage" [id=763, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/6/conv2/post_hook__dense3-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=764, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/6/cat/0" [id=765, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/6/cat/0__0.0._scale_param_storage" [id=766, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/6/post_hook__dense3-6-cat-0__0[0]/symmetric_quantize/0" [id=767, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.7.bn1.weight" [id=768, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.7.bn1.bias" [id=769, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.7.bn1.running_mean" [id=770, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.7.bn1.running_var" [id=771, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/7/bn1/batch_norm/0" [id=772, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/7/relu/0" [id=773, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/7/relu/0__0.0._scale_param_storage" [id=774, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/7/post_hook__dense3-7-relu-0__0[0]/symmetric_quantize/0" [id=775, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.7.conv1.weight" [id=776, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/7/conv1/conv2d/0__1.0._scale_param_storage" [id=777, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/7/conv1/pre_hook__dense3-7-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=778, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/7/conv1/conv2d/0" [id=779, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.7.bn2.weight" [id=780, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.7.bn2.bias" [id=781, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.7.bn2.running_mean" [id=782, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.7.bn2.running_var" [id=783, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/7/bn2/batch_norm/0" [id=784, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/7/relu/1" [id=785, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/7/relu/1__0.0._scale_param_storage" [id=786, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/7/post_hook__dense3-7-relu-1__0[0]/symmetric_quantize/0" [id=787, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.7.conv2.weight" [id=788, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/7/conv2/conv2d/0__1.0._scale_param_storage" [id=789, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/7/conv2/pre_hook__dense3-7-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=790, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/7/conv2/conv2d/0" [id=791, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/7/conv2/conv2d/0__0.0._scale_param_storage" [id=792, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/7/conv2/post_hook__dense3-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=793, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/7/cat/0" [id=794, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/7/cat/0__0.0._scale_param_storage" [id=795, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/7/post_hook__dense3-7-cat-0__0[0]/symmetric_quantize/0" [id=796, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.8.bn1.weight" [id=797, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.8.bn1.bias" [id=798, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.8.bn1.running_mean" [id=799, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.8.bn1.running_var" [id=800, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/8/bn1/batch_norm/0" [id=801, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/8/relu/0" [id=802, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/8/relu/0__0.0._scale_param_storage" [id=803, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/8/post_hook__dense3-8-relu-0__0[0]/symmetric_quantize/0" [id=804, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.8.conv1.weight" [id=805, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/8/conv1/conv2d/0__1.0._scale_param_storage" [id=806, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/8/conv1/pre_hook__dense3-8-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=807, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/8/conv1/conv2d/0" [id=808, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.8.bn2.weight" [id=809, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.8.bn2.bias" [id=810, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.8.bn2.running_mean" [id=811, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.8.bn2.running_var" [id=812, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/8/bn2/batch_norm/0" [id=813, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/8/relu/1" [id=814, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/8/relu/1__0.0._scale_param_storage" [id=815, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/8/post_hook__dense3-8-relu-1__0[0]/symmetric_quantize/0" [id=816, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.8.conv2.weight" [id=817, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/8/conv2/conv2d/0__1.0._scale_param_storage" [id=818, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/8/conv2/pre_hook__dense3-8-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=819, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/8/conv2/conv2d/0" [id=820, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/8/conv2/conv2d/0__0.0._scale_param_storage" [id=821, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/8/conv2/post_hook__dense3-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=822, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/8/cat/0" [id=823, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/8/cat/0__0.0._scale_param_storage" [id=824, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/8/post_hook__dense3-8-cat-0__0[0]/symmetric_quantize/0" [id=825, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.9.bn1.weight" [id=826, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.9.bn1.bias" [id=827, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.9.bn1.running_mean" [id=828, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.9.bn1.running_var" [id=829, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/9/bn1/batch_norm/0" [id=830, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/9/relu/0" [id=831, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/9/relu/0__0.0._scale_param_storage" [id=832, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/9/post_hook__dense3-9-relu-0__0[0]/symmetric_quantize/0" [id=833, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.9.conv1.weight" [id=834, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/9/conv1/conv2d/0__1.0._scale_param_storage" [id=835, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/9/conv1/pre_hook__dense3-9-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=836, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/9/conv1/conv2d/0" [id=837, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.9.bn2.weight" [id=838, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.9.bn2.bias" [id=839, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.9.bn2.running_mean" [id=840, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.9.bn2.running_var" [id=841, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/9/bn2/batch_norm/0" [id=842, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/9/relu/1" [id=843, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/9/relu/1__0.0._scale_param_storage" [id=844, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/9/post_hook__dense3-9-relu-1__0[0]/symmetric_quantize/0" [id=845, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.9.conv2.weight" [id=846, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/9/conv2/conv2d/0__1.0._scale_param_storage" [id=847, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/9/conv2/pre_hook__dense3-9-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=848, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/9/conv2/conv2d/0" [id=849, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/9/conv2/conv2d/0__0.0._scale_param_storage" [id=850, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/9/conv2/post_hook__dense3-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=851, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/9/cat/0" [id=852, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/9/cat/0__0.0._scale_param_storage" [id=853, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/9/post_hook__dense3-9-cat-0__0[0]/symmetric_quantize/0" [id=854, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.10.bn1.weight" [id=855, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.10.bn1.bias" [id=856, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.10.bn1.running_mean" [id=857, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.10.bn1.running_var" [id=858, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/10/bn1/batch_norm/0" [id=859, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/10/relu/0" [id=860, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/10/relu/0__0.0._scale_param_storage" [id=861, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/10/post_hook__dense3-10-relu-0__0[0]/symmetric_quantize/0" [id=862, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.10.conv1.weight" [id=863, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/10/conv1/conv2d/0__1.0._scale_param_storage" [id=864, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/10/conv1/pre_hook__dense3-10-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=865, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/10/conv1/conv2d/0" [id=866, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.10.bn2.weight" [id=867, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.10.bn2.bias" [id=868, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.10.bn2.running_mean" [id=869, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.10.bn2.running_var" [id=870, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/10/bn2/batch_norm/0" [id=871, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/10/relu/1" [id=872, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/10/relu/1__0.0._scale_param_storage" [id=873, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/10/post_hook__dense3-10-relu-1__0[0]/symmetric_quantize/0" [id=874, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.10.conv2.weight" [id=875, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/10/conv2/conv2d/0__1.0._scale_param_storage" [id=876, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/10/conv2/pre_hook__dense3-10-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=877, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/10/conv2/conv2d/0" [id=878, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/10/conv2/conv2d/0__0.0._scale_param_storage" [id=879, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/10/conv2/post_hook__dense3-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=880, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/10/cat/0" [id=881, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/10/cat/0__0.0._scale_param_storage" [id=882, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/10/post_hook__dense3-10-cat-0__0[0]/symmetric_quantize/0" [id=883, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.11.bn1.weight" [id=884, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.11.bn1.bias" [id=885, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.11.bn1.running_mean" [id=886, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.11.bn1.running_var" [id=887, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/11/bn1/batch_norm/0" [id=888, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/11/relu/0" [id=889, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/11/relu/0__0.0._scale_param_storage" [id=890, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/11/post_hook__dense3-11-relu-0__0[0]/symmetric_quantize/0" [id=891, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.11.conv1.weight" [id=892, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/11/conv1/conv2d/0__1.0._scale_param_storage" [id=893, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/11/conv1/pre_hook__dense3-11-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=894, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/11/conv1/conv2d/0" [id=895, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.11.bn2.weight" [id=896, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.11.bn2.bias" [id=897, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.11.bn2.running_mean" [id=898, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.11.bn2.running_var" [id=899, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/11/bn2/batch_norm/0" [id=900, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/11/relu/1" [id=901, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/11/relu/1__0.0._scale_param_storage" [id=902, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/11/post_hook__dense3-11-relu-1__0[0]/symmetric_quantize/0" [id=903, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.11.conv2.weight" [id=904, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/11/conv2/conv2d/0__1.0._scale_param_storage" [id=905, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/11/conv2/pre_hook__dense3-11-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=906, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/11/conv2/conv2d/0" [id=907, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/11/conv2/conv2d/0__0.0._scale_param_storage" [id=908, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/11/conv2/post_hook__dense3-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=909, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/11/cat/0" [id=910, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/11/cat/0__0.0._scale_param_storage" [id=911, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/11/post_hook__dense3-11-cat-0__0[0]/symmetric_quantize/0" [id=912, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.12.bn1.weight" [id=913, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.12.bn1.bias" [id=914, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.12.bn1.running_mean" [id=915, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.12.bn1.running_var" [id=916, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/12/bn1/batch_norm/0" [id=917, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/12/relu/0" [id=918, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/12/relu/0__0.0._scale_param_storage" [id=919, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/12/post_hook__dense3-12-relu-0__0[0]/symmetric_quantize/0" [id=920, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.12.conv1.weight" [id=921, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/12/conv1/conv2d/0__1.0._scale_param_storage" [id=922, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/12/conv1/pre_hook__dense3-12-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=923, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/12/conv1/conv2d/0" [id=924, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.12.bn2.weight" [id=925, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.12.bn2.bias" [id=926, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.12.bn2.running_mean" [id=927, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.12.bn2.running_var" [id=928, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/12/bn2/batch_norm/0" [id=929, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/12/relu/1" [id=930, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/12/relu/1__0.0._scale_param_storage" [id=931, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/12/post_hook__dense3-12-relu-1__0[0]/symmetric_quantize/0" [id=932, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.12.conv2.weight" [id=933, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/12/conv2/conv2d/0__1.0._scale_param_storage" [id=934, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/12/conv2/pre_hook__dense3-12-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=935, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/12/conv2/conv2d/0" [id=936, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/12/conv2/conv2d/0__0.0._scale_param_storage" [id=937, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/12/conv2/post_hook__dense3-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=938, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/12/cat/0" [id=939, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/12/cat/0__0.0._scale_param_storage" [id=940, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/12/post_hook__dense3-12-cat-0__0[0]/symmetric_quantize/0" [id=941, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.13.bn1.weight" [id=942, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.13.bn1.bias" [id=943, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.13.bn1.running_mean" [id=944, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.13.bn1.running_var" [id=945, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/13/bn1/batch_norm/0" [id=946, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/13/relu/0" [id=947, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/13/relu/0__0.0._scale_param_storage" [id=948, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/13/post_hook__dense3-13-relu-0__0[0]/symmetric_quantize/0" [id=949, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.13.conv1.weight" [id=950, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/13/conv1/conv2d/0__1.0._scale_param_storage" [id=951, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/13/conv1/pre_hook__dense3-13-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=952, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/13/conv1/conv2d/0" [id=953, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.13.bn2.weight" [id=954, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.13.bn2.bias" [id=955, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.13.bn2.running_mean" [id=956, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.13.bn2.running_var" [id=957, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/13/bn2/batch_norm/0" [id=958, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/13/relu/1" [id=959, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/13/relu/1__0.0._scale_param_storage" [id=960, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/13/post_hook__dense3-13-relu-1__0[0]/symmetric_quantize/0" [id=961, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.13.conv2.weight" [id=962, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/13/conv2/conv2d/0__1.0._scale_param_storage" [id=963, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/13/conv2/pre_hook__dense3-13-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=964, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/13/conv2/conv2d/0" [id=965, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/13/conv2/conv2d/0__0.0._scale_param_storage" [id=966, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/13/conv2/post_hook__dense3-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=967, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/13/cat/0" [id=968, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/13/cat/0__0.0._scale_param_storage" [id=969, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/13/post_hook__dense3-13-cat-0__0[0]/symmetric_quantize/0" [id=970, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.14.bn1.weight" [id=971, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.14.bn1.bias" [id=972, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.14.bn1.running_mean" [id=973, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.14.bn1.running_var" [id=974, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/14/bn1/batch_norm/0" [id=975, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/14/relu/0" [id=976, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/14/relu/0__0.0._scale_param_storage" [id=977, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/14/post_hook__dense3-14-relu-0__0[0]/symmetric_quantize/0" [id=978, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.14.conv1.weight" [id=979, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/14/conv1/conv2d/0__1.0._scale_param_storage" [id=980, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/14/conv1/pre_hook__dense3-14-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=981, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/14/conv1/conv2d/0" [id=982, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.14.bn2.weight" [id=983, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.14.bn2.bias" [id=984, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.14.bn2.running_mean" [id=985, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.14.bn2.running_var" [id=986, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/14/bn2/batch_norm/0" [id=987, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/14/relu/1" [id=988, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/14/relu/1__0.0._scale_param_storage" [id=989, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/14/post_hook__dense3-14-relu-1__0[0]/symmetric_quantize/0" [id=990, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.14.conv2.weight" [id=991, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/14/conv2/conv2d/0__1.0._scale_param_storage" [id=992, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/14/conv2/pre_hook__dense3-14-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=993, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/14/conv2/conv2d/0" [id=994, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/14/conv2/conv2d/0__0.0._scale_param_storage" [id=995, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/14/conv2/post_hook__dense3-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=996, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/14/cat/0" [id=997, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/14/cat/0__0.0._scale_param_storage" [id=998, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/14/post_hook__dense3-14-cat-0__0[0]/symmetric_quantize/0" [id=999, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.15.bn1.weight" [id=1000, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.15.bn1.bias" [id=1001, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.15.bn1.running_mean" [id=1002, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.15.bn1.running_var" [id=1003, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/15/bn1/batch_norm/0" [id=1004, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/15/relu/0" [id=1005, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/15/relu/0__0.0._scale_param_storage" [id=1006, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/15/post_hook__dense3-15-relu-0__0[0]/symmetric_quantize/0" [id=1007, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.15.conv1.weight" [id=1008, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/15/conv1/conv2d/0__1.0._scale_param_storage" [id=1009, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/15/conv1/pre_hook__dense3-15-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1010, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/15/conv1/conv2d/0" [id=1011, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.15.bn2.weight" [id=1012, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.15.bn2.bias" [id=1013, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.15.bn2.running_mean" [id=1014, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.15.bn2.running_var" [id=1015, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/15/bn2/batch_norm/0" [id=1016, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/15/relu/1" [id=1017, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/15/relu/1__0.0._scale_param_storage" [id=1018, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/15/post_hook__dense3-15-relu-1__0[0]/symmetric_quantize/0" [id=1019, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.15.conv2.weight" [id=1020, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/15/conv2/conv2d/0__1.0._scale_param_storage" [id=1021, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/15/conv2/pre_hook__dense3-15-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1022, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/15/conv2/conv2d/0" [id=1023, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/15/conv2/conv2d/0__0.0._scale_param_storage" [id=1024, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/15/conv2/post_hook__dense3-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1025, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/15/cat/0" [id=1026, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/15/cat/0__0.0._scale_param_storage" [id=1027, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/15/post_hook__dense3-15-cat-0__0[0]/symmetric_quantize/0" [id=1028, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.16.bn1.weight" [id=1029, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.16.bn1.bias" [id=1030, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.16.bn1.running_mean" [id=1031, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.16.bn1.running_var" [id=1032, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/16/bn1/batch_norm/0" [id=1033, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/16/relu/0" [id=1034, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/16/relu/0__0.0._scale_param_storage" [id=1035, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/16/post_hook__dense3-16-relu-0__0[0]/symmetric_quantize/0" [id=1036, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.16.conv1.weight" [id=1037, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/16/conv1/conv2d/0__1.0._scale_param_storage" [id=1038, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/16/conv1/pre_hook__dense3-16-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1039, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/16/conv1/conv2d/0" [id=1040, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.16.bn2.weight" [id=1041, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.16.bn2.bias" [id=1042, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.16.bn2.running_mean" [id=1043, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.16.bn2.running_var" [id=1044, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/16/bn2/batch_norm/0" [id=1045, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/16/relu/1" [id=1046, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/16/relu/1__0.0._scale_param_storage" [id=1047, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/16/post_hook__dense3-16-relu-1__0[0]/symmetric_quantize/0" [id=1048, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.16.conv2.weight" [id=1049, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/16/conv2/conv2d/0__1.0._scale_param_storage" [id=1050, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/16/conv2/pre_hook__dense3-16-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1051, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/16/conv2/conv2d/0" [id=1052, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/16/conv2/conv2d/0__0.0._scale_param_storage" [id=1053, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/16/conv2/post_hook__dense3-16-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1054, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/16/cat/0" [id=1055, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/16/cat/0__0.0._scale_param_storage" [id=1056, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/16/post_hook__dense3-16-cat-0__0[0]/symmetric_quantize/0" [id=1057, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.17.bn1.weight" [id=1058, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.17.bn1.bias" [id=1059, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.17.bn1.running_mean" [id=1060, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.17.bn1.running_var" [id=1061, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/17/bn1/batch_norm/0" [id=1062, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/17/relu/0" [id=1063, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/17/relu/0__0.0._scale_param_storage" [id=1064, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/17/post_hook__dense3-17-relu-0__0[0]/symmetric_quantize/0" [id=1065, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.17.conv1.weight" [id=1066, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/17/conv1/conv2d/0__1.0._scale_param_storage" [id=1067, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/17/conv1/pre_hook__dense3-17-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1068, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/17/conv1/conv2d/0" [id=1069, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.17.bn2.weight" [id=1070, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.17.bn2.bias" [id=1071, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.17.bn2.running_mean" [id=1072, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.17.bn2.running_var" [id=1073, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/17/bn2/batch_norm/0" [id=1074, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/17/relu/1" [id=1075, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/17/relu/1__0.0._scale_param_storage" [id=1076, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/17/post_hook__dense3-17-relu-1__0[0]/symmetric_quantize/0" [id=1077, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.17.conv2.weight" [id=1078, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/17/conv2/conv2d/0__1.0._scale_param_storage" [id=1079, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/17/conv2/pre_hook__dense3-17-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1080, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/17/conv2/conv2d/0" [id=1081, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/17/conv2/conv2d/0__0.0._scale_param_storage" [id=1082, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/17/conv2/post_hook__dense3-17-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1083, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/17/cat/0" [id=1084, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/17/cat/0__0.0._scale_param_storage" [id=1085, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/17/post_hook__dense3-17-cat-0__0[0]/symmetric_quantize/0" [id=1086, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.18.bn1.weight" [id=1087, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.18.bn1.bias" [id=1088, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.18.bn1.running_mean" [id=1089, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.18.bn1.running_var" [id=1090, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/18/bn1/batch_norm/0" [id=1091, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/18/relu/0" [id=1092, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/18/relu/0__0.0._scale_param_storage" [id=1093, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/18/post_hook__dense3-18-relu-0__0[0]/symmetric_quantize/0" [id=1094, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.18.conv1.weight" [id=1095, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/18/conv1/conv2d/0__1.0._scale_param_storage" [id=1096, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/18/conv1/pre_hook__dense3-18-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1097, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/18/conv1/conv2d/0" [id=1098, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.18.bn2.weight" [id=1099, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.18.bn2.bias" [id=1100, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.18.bn2.running_mean" [id=1101, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.18.bn2.running_var" [id=1102, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/18/bn2/batch_norm/0" [id=1103, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/18/relu/1" [id=1104, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/18/relu/1__0.0._scale_param_storage" [id=1105, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/18/post_hook__dense3-18-relu-1__0[0]/symmetric_quantize/0" [id=1106, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.18.conv2.weight" [id=1107, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/18/conv2/conv2d/0__1.0._scale_param_storage" [id=1108, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/18/conv2/pre_hook__dense3-18-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1109, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/18/conv2/conv2d/0" [id=1110, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/18/conv2/conv2d/0__0.0._scale_param_storage" [id=1111, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/18/conv2/post_hook__dense3-18-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1112, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/18/cat/0" [id=1113, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/18/cat/0__0.0._scale_param_storage" [id=1114, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/18/post_hook__dense3-18-cat-0__0[0]/symmetric_quantize/0" [id=1115, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.19.bn1.weight" [id=1116, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.19.bn1.bias" [id=1117, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.19.bn1.running_mean" [id=1118, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.19.bn1.running_var" [id=1119, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/19/bn1/batch_norm/0" [id=1120, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/19/relu/0" [id=1121, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/19/relu/0__0.0._scale_param_storage" [id=1122, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/19/post_hook__dense3-19-relu-0__0[0]/symmetric_quantize/0" [id=1123, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.19.conv1.weight" [id=1124, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/19/conv1/conv2d/0__1.0._scale_param_storage" [id=1125, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/19/conv1/pre_hook__dense3-19-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1126, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/19/conv1/conv2d/0" [id=1127, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.19.bn2.weight" [id=1128, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.19.bn2.bias" [id=1129, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.19.bn2.running_mean" [id=1130, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.19.bn2.running_var" [id=1131, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/19/bn2/batch_norm/0" [id=1132, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/19/relu/1" [id=1133, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/19/relu/1__0.0._scale_param_storage" [id=1134, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/19/post_hook__dense3-19-relu-1__0[0]/symmetric_quantize/0" [id=1135, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.19.conv2.weight" [id=1136, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/19/conv2/conv2d/0__1.0._scale_param_storage" [id=1137, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/19/conv2/pre_hook__dense3-19-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1138, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/19/conv2/conv2d/0" [id=1139, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/19/conv2/conv2d/0__0.0._scale_param_storage" [id=1140, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/19/conv2/post_hook__dense3-19-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1141, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/19/cat/0" [id=1142, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/19/cat/0__0.0._scale_param_storage" [id=1143, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/19/post_hook__dense3-19-cat-0__0[0]/symmetric_quantize/0" [id=1144, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.20.bn1.weight" [id=1145, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.20.bn1.bias" [id=1146, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.20.bn1.running_mean" [id=1147, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.20.bn1.running_var" [id=1148, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/20/bn1/batch_norm/0" [id=1149, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/20/relu/0" [id=1150, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/20/relu/0__0.0._scale_param_storage" [id=1151, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/20/post_hook__dense3-20-relu-0__0[0]/symmetric_quantize/0" [id=1152, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.20.conv1.weight" [id=1153, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/20/conv1/conv2d/0__1.0._scale_param_storage" [id=1154, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/20/conv1/pre_hook__dense3-20-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1155, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/20/conv1/conv2d/0" [id=1156, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.20.bn2.weight" [id=1157, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.20.bn2.bias" [id=1158, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.20.bn2.running_mean" [id=1159, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.20.bn2.running_var" [id=1160, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/20/bn2/batch_norm/0" [id=1161, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/20/relu/1" [id=1162, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/20/relu/1__0.0._scale_param_storage" [id=1163, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/20/post_hook__dense3-20-relu-1__0[0]/symmetric_quantize/0" [id=1164, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.20.conv2.weight" [id=1165, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/20/conv2/conv2d/0__1.0._scale_param_storage" [id=1166, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/20/conv2/pre_hook__dense3-20-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1167, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/20/conv2/conv2d/0" [id=1168, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/20/conv2/conv2d/0__0.0._scale_param_storage" [id=1169, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/20/conv2/post_hook__dense3-20-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1170, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/20/cat/0" [id=1171, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/20/cat/0__0.0._scale_param_storage" [id=1172, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/20/post_hook__dense3-20-cat-0__0[0]/symmetric_quantize/0" [id=1173, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.21.bn1.weight" [id=1174, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.21.bn1.bias" [id=1175, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.21.bn1.running_mean" [id=1176, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.21.bn1.running_var" [id=1177, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/21/bn1/batch_norm/0" [id=1178, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/21/relu/0" [id=1179, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/21/relu/0__0.0._scale_param_storage" [id=1180, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/21/post_hook__dense3-21-relu-0__0[0]/symmetric_quantize/0" [id=1181, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.21.conv1.weight" [id=1182, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/21/conv1/conv2d/0__1.0._scale_param_storage" [id=1183, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/21/conv1/pre_hook__dense3-21-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1184, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/21/conv1/conv2d/0" [id=1185, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.21.bn2.weight" [id=1186, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.21.bn2.bias" [id=1187, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.21.bn2.running_mean" [id=1188, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.21.bn2.running_var" [id=1189, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/21/bn2/batch_norm/0" [id=1190, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/21/relu/1" [id=1191, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/21/relu/1__0.0._scale_param_storage" [id=1192, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/21/post_hook__dense3-21-relu-1__0[0]/symmetric_quantize/0" [id=1193, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.21.conv2.weight" [id=1194, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/21/conv2/conv2d/0__1.0._scale_param_storage" [id=1195, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/21/conv2/pre_hook__dense3-21-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1196, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/21/conv2/conv2d/0" [id=1197, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/21/conv2/conv2d/0__0.0._scale_param_storage" [id=1198, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/21/conv2/post_hook__dense3-21-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1199, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/21/cat/0" [id=1200, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/21/cat/0__0.0._scale_param_storage" [id=1201, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/21/post_hook__dense3-21-cat-0__0[0]/symmetric_quantize/0" [id=1202, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.22.bn1.weight" [id=1203, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.22.bn1.bias" [id=1204, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.22.bn1.running_mean" [id=1205, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.22.bn1.running_var" [id=1206, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/22/bn1/batch_norm/0" [id=1207, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/22/relu/0" [id=1208, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/22/relu/0__0.0._scale_param_storage" [id=1209, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/22/post_hook__dense3-22-relu-0__0[0]/symmetric_quantize/0" [id=1210, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.22.conv1.weight" [id=1211, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/22/conv1/conv2d/0__1.0._scale_param_storage" [id=1212, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/22/conv1/pre_hook__dense3-22-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1213, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/22/conv1/conv2d/0" [id=1214, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.22.bn2.weight" [id=1215, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.22.bn2.bias" [id=1216, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.22.bn2.running_mean" [id=1217, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.22.bn2.running_var" [id=1218, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/22/bn2/batch_norm/0" [id=1219, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/22/relu/1" [id=1220, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/22/relu/1__0.0._scale_param_storage" [id=1221, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/22/post_hook__dense3-22-relu-1__0[0]/symmetric_quantize/0" [id=1222, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.22.conv2.weight" [id=1223, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/22/conv2/conv2d/0__1.0._scale_param_storage" [id=1224, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/22/conv2/pre_hook__dense3-22-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1225, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/22/conv2/conv2d/0" [id=1226, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/22/conv2/conv2d/0__0.0._scale_param_storage" [id=1227, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/22/conv2/post_hook__dense3-22-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1228, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/22/cat/0" [id=1229, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/22/cat/0__0.0._scale_param_storage" [id=1230, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/22/post_hook__dense3-22-cat-0__0[0]/symmetric_quantize/0" [id=1231, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.23.bn1.weight" [id=1232, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.23.bn1.bias" [id=1233, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.23.bn1.running_mean" [id=1234, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.23.bn1.running_var" [id=1235, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/23/bn1/batch_norm/0" [id=1236, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/23/relu/0" [id=1237, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/23/relu/0__0.0._scale_param_storage" [id=1238, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/23/post_hook__dense3-23-relu-0__0[0]/symmetric_quantize/0" [id=1239, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.23.conv1.weight" [id=1240, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/23/conv1/conv2d/0__1.0._scale_param_storage" [id=1241, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/23/conv1/pre_hook__dense3-23-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1242, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/23/conv1/conv2d/0" [id=1243, metatype=PTConv2dMetatype, type=conv2d]; -"dense3.23.bn2.weight" [id=1244, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.23.bn2.bias" [id=1245, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.23.bn2.running_mean" [id=1246, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3.23.bn2.running_var" [id=1247, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/23/bn2/batch_norm/0" [id=1248, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense3/23/relu/1" [id=1249, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense3/23/relu/1__0.0._scale_param_storage" [id=1250, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/23/post_hook__dense3-23-relu-1__0[0]/symmetric_quantize/0" [id=1251, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3.23.conv2.weight" [id=1252, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense3/23/conv2/conv2d/0__1.0._scale_param_storage" [id=1253, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/23/conv2/pre_hook__dense3-23-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1254, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/23/conv2/conv2d/0" [id=1255, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense3/23/conv2/conv2d/0__0.0._scale_param_storage" [id=1256, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/23/conv2/post_hook__dense3-23-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1257, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense3/23/cat/0" [id=1258, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense3/23/cat/0__0.0._scale_param_storage" [id=1259, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense3/23/post_hook__dense3-23-cat-0__0[0]/symmetric_quantize/0" [id=1260, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans3.bn.weight" [id=1261, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans3.bn.bias" [id=1262, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans3.bn.running_mean" [id=1263, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans3.bn.running_var" [id=1264, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans3/bn/batch_norm/0" [id=1265, metatype=PTBatchNormMetatype, type=batch_norm]; -"trans3/relu/0" [id=1266, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.trans3/relu/0__0.0._scale_param_storage" [id=1267, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans3/post_hook__trans3-relu-0__0[0]/symmetric_quantize/0" [id=1268, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans3.conv.weight" [id=1269, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.trans3/conv/conv2d/0__1.0._scale_param_storage" [id=1270, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans3/conv/pre_hook__trans3-conv-conv2d-0__1[0]/symmetric_quantize/0" [id=1271, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans3/conv/conv2d/0" [id=1272, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.trans3/conv/conv2d/0__0.0._scale_param_storage" [id=1273, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans3/conv/post_hook__trans3-conv-conv2d-0__0[0]/symmetric_quantize/0" [id=1274, metatype=UnknownMetatype, type=symmetric_quantize]; -"trans3/avg_pool2d/0" [id=1275, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; -"__nncf_hooks.post_hooks.trans3/avg_pool2d/0__0.0._scale_param_storage" [id=1276, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"trans3/post_hook__trans3-avg_pool2d-0__0[0]/symmetric_quantize/0" [id=1277, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.0.bn1.weight" [id=1278, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.0.bn1.bias" [id=1279, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.0.bn1.running_mean" [id=1280, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.0.bn1.running_var" [id=1281, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/0/bn1/batch_norm/0" [id=1282, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/0/relu/0" [id=1283, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/0/relu/0__0.0._scale_param_storage" [id=1284, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/0/post_hook__dense4-0-relu-0__0[0]/symmetric_quantize/0" [id=1285, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.0.conv1.weight" [id=1286, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/0/conv1/conv2d/0__1.0._scale_param_storage" [id=1287, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/0/conv1/pre_hook__dense4-0-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1288, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/0/conv1/conv2d/0" [id=1289, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.0.bn2.weight" [id=1290, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.0.bn2.bias" [id=1291, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.0.bn2.running_mean" [id=1292, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.0.bn2.running_var" [id=1293, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/0/bn2/batch_norm/0" [id=1294, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/0/relu/1" [id=1295, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/0/relu/1__0.0._scale_param_storage" [id=1296, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/0/post_hook__dense4-0-relu-1__0[0]/symmetric_quantize/0" [id=1297, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.0.conv2.weight" [id=1298, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/0/conv2/conv2d/0__1.0._scale_param_storage" [id=1299, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/0/conv2/pre_hook__dense4-0-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1300, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/0/conv2/conv2d/0" [id=1301, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/0/conv2/conv2d/0__0.0._scale_param_storage" [id=1302, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/0/conv2/post_hook__dense4-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1303, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/0/cat/0" [id=1304, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/0/cat/0__0.0._scale_param_storage" [id=1305, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/0/post_hook__dense4-0-cat-0__0[0]/symmetric_quantize/0" [id=1306, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.1.bn1.weight" [id=1307, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.1.bn1.bias" [id=1308, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.1.bn1.running_mean" [id=1309, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.1.bn1.running_var" [id=1310, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/1/bn1/batch_norm/0" [id=1311, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/1/relu/0" [id=1312, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/1/relu/0__0.0._scale_param_storage" [id=1313, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/1/post_hook__dense4-1-relu-0__0[0]/symmetric_quantize/0" [id=1314, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.1.conv1.weight" [id=1315, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/1/conv1/conv2d/0__1.0._scale_param_storage" [id=1316, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/1/conv1/pre_hook__dense4-1-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1317, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/1/conv1/conv2d/0" [id=1318, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.1.bn2.weight" [id=1319, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.1.bn2.bias" [id=1320, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.1.bn2.running_mean" [id=1321, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.1.bn2.running_var" [id=1322, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/1/bn2/batch_norm/0" [id=1323, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/1/relu/1" [id=1324, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/1/relu/1__0.0._scale_param_storage" [id=1325, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/1/post_hook__dense4-1-relu-1__0[0]/symmetric_quantize/0" [id=1326, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.1.conv2.weight" [id=1327, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/1/conv2/conv2d/0__1.0._scale_param_storage" [id=1328, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/1/conv2/pre_hook__dense4-1-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1329, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/1/conv2/conv2d/0" [id=1330, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/1/conv2/conv2d/0__0.0._scale_param_storage" [id=1331, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/1/conv2/post_hook__dense4-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1332, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/1/cat/0" [id=1333, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/1/cat/0__0.0._scale_param_storage" [id=1334, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/1/post_hook__dense4-1-cat-0__0[0]/symmetric_quantize/0" [id=1335, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.2.bn1.weight" [id=1336, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.2.bn1.bias" [id=1337, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.2.bn1.running_mean" [id=1338, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.2.bn1.running_var" [id=1339, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/2/bn1/batch_norm/0" [id=1340, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/2/relu/0" [id=1341, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/2/relu/0__0.0._scale_param_storage" [id=1342, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/2/post_hook__dense4-2-relu-0__0[0]/symmetric_quantize/0" [id=1343, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.2.conv1.weight" [id=1344, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/2/conv1/conv2d/0__1.0._scale_param_storage" [id=1345, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/2/conv1/pre_hook__dense4-2-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1346, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/2/conv1/conv2d/0" [id=1347, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.2.bn2.weight" [id=1348, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.2.bn2.bias" [id=1349, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.2.bn2.running_mean" [id=1350, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.2.bn2.running_var" [id=1351, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/2/bn2/batch_norm/0" [id=1352, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/2/relu/1" [id=1353, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/2/relu/1__0.0._scale_param_storage" [id=1354, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/2/post_hook__dense4-2-relu-1__0[0]/symmetric_quantize/0" [id=1355, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.2.conv2.weight" [id=1356, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/2/conv2/conv2d/0__1.0._scale_param_storage" [id=1357, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/2/conv2/pre_hook__dense4-2-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1358, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/2/conv2/conv2d/0" [id=1359, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/2/conv2/conv2d/0__0.0._scale_param_storage" [id=1360, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/2/conv2/post_hook__dense4-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1361, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/2/cat/0" [id=1362, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/2/cat/0__0.0._scale_param_storage" [id=1363, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/2/post_hook__dense4-2-cat-0__0[0]/symmetric_quantize/0" [id=1364, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.3.bn1.weight" [id=1365, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.3.bn1.bias" [id=1366, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.3.bn1.running_mean" [id=1367, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.3.bn1.running_var" [id=1368, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/3/bn1/batch_norm/0" [id=1369, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/3/relu/0" [id=1370, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/3/relu/0__0.0._scale_param_storage" [id=1371, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/3/post_hook__dense4-3-relu-0__0[0]/symmetric_quantize/0" [id=1372, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.3.conv1.weight" [id=1373, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/3/conv1/conv2d/0__1.0._scale_param_storage" [id=1374, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/3/conv1/pre_hook__dense4-3-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1375, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/3/conv1/conv2d/0" [id=1376, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.3.bn2.weight" [id=1377, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.3.bn2.bias" [id=1378, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.3.bn2.running_mean" [id=1379, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.3.bn2.running_var" [id=1380, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/3/bn2/batch_norm/0" [id=1381, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/3/relu/1" [id=1382, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/3/relu/1__0.0._scale_param_storage" [id=1383, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/3/post_hook__dense4-3-relu-1__0[0]/symmetric_quantize/0" [id=1384, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.3.conv2.weight" [id=1385, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/3/conv2/conv2d/0__1.0._scale_param_storage" [id=1386, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/3/conv2/pre_hook__dense4-3-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1387, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/3/conv2/conv2d/0" [id=1388, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/3/conv2/conv2d/0__0.0._scale_param_storage" [id=1389, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/3/conv2/post_hook__dense4-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1390, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/3/cat/0" [id=1391, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/3/cat/0__0.0._scale_param_storage" [id=1392, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/3/post_hook__dense4-3-cat-0__0[0]/symmetric_quantize/0" [id=1393, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.4.bn1.weight" [id=1394, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.4.bn1.bias" [id=1395, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.4.bn1.running_mean" [id=1396, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.4.bn1.running_var" [id=1397, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/4/bn1/batch_norm/0" [id=1398, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/4/relu/0" [id=1399, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/4/relu/0__0.0._scale_param_storage" [id=1400, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/4/post_hook__dense4-4-relu-0__0[0]/symmetric_quantize/0" [id=1401, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.4.conv1.weight" [id=1402, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/4/conv1/conv2d/0__1.0._scale_param_storage" [id=1403, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/4/conv1/pre_hook__dense4-4-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1404, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/4/conv1/conv2d/0" [id=1405, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.4.bn2.weight" [id=1406, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.4.bn2.bias" [id=1407, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.4.bn2.running_mean" [id=1408, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.4.bn2.running_var" [id=1409, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/4/bn2/batch_norm/0" [id=1410, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/4/relu/1" [id=1411, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/4/relu/1__0.0._scale_param_storage" [id=1412, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/4/post_hook__dense4-4-relu-1__0[0]/symmetric_quantize/0" [id=1413, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.4.conv2.weight" [id=1414, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/4/conv2/conv2d/0__1.0._scale_param_storage" [id=1415, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/4/conv2/pre_hook__dense4-4-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1416, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/4/conv2/conv2d/0" [id=1417, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/4/conv2/conv2d/0__0.0._scale_param_storage" [id=1418, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/4/conv2/post_hook__dense4-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1419, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/4/cat/0" [id=1420, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/4/cat/0__0.0._scale_param_storage" [id=1421, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/4/post_hook__dense4-4-cat-0__0[0]/symmetric_quantize/0" [id=1422, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.5.bn1.weight" [id=1423, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.5.bn1.bias" [id=1424, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.5.bn1.running_mean" [id=1425, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.5.bn1.running_var" [id=1426, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/5/bn1/batch_norm/0" [id=1427, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/5/relu/0" [id=1428, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/5/relu/0__0.0._scale_param_storage" [id=1429, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/5/post_hook__dense4-5-relu-0__0[0]/symmetric_quantize/0" [id=1430, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.5.conv1.weight" [id=1431, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/5/conv1/conv2d/0__1.0._scale_param_storage" [id=1432, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/5/conv1/pre_hook__dense4-5-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1433, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/5/conv1/conv2d/0" [id=1434, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.5.bn2.weight" [id=1435, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.5.bn2.bias" [id=1436, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.5.bn2.running_mean" [id=1437, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.5.bn2.running_var" [id=1438, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/5/bn2/batch_norm/0" [id=1439, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/5/relu/1" [id=1440, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/5/relu/1__0.0._scale_param_storage" [id=1441, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/5/post_hook__dense4-5-relu-1__0[0]/symmetric_quantize/0" [id=1442, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.5.conv2.weight" [id=1443, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/5/conv2/conv2d/0__1.0._scale_param_storage" [id=1444, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/5/conv2/pre_hook__dense4-5-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1445, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/5/conv2/conv2d/0" [id=1446, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/5/conv2/conv2d/0__0.0._scale_param_storage" [id=1447, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/5/conv2/post_hook__dense4-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1448, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/5/cat/0" [id=1449, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/5/cat/0__0.0._scale_param_storage" [id=1450, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/5/post_hook__dense4-5-cat-0__0[0]/symmetric_quantize/0" [id=1451, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.6.bn1.weight" [id=1452, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.6.bn1.bias" [id=1453, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.6.bn1.running_mean" [id=1454, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.6.bn1.running_var" [id=1455, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/6/bn1/batch_norm/0" [id=1456, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/6/relu/0" [id=1457, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/6/relu/0__0.0._scale_param_storage" [id=1458, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/6/post_hook__dense4-6-relu-0__0[0]/symmetric_quantize/0" [id=1459, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.6.conv1.weight" [id=1460, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/6/conv1/conv2d/0__1.0._scale_param_storage" [id=1461, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/6/conv1/pre_hook__dense4-6-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1462, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/6/conv1/conv2d/0" [id=1463, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.6.bn2.weight" [id=1464, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.6.bn2.bias" [id=1465, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.6.bn2.running_mean" [id=1466, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.6.bn2.running_var" [id=1467, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/6/bn2/batch_norm/0" [id=1468, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/6/relu/1" [id=1469, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/6/relu/1__0.0._scale_param_storage" [id=1470, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/6/post_hook__dense4-6-relu-1__0[0]/symmetric_quantize/0" [id=1471, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.6.conv2.weight" [id=1472, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/6/conv2/conv2d/0__1.0._scale_param_storage" [id=1473, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/6/conv2/pre_hook__dense4-6-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1474, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/6/conv2/conv2d/0" [id=1475, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/6/conv2/conv2d/0__0.0._scale_param_storage" [id=1476, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/6/conv2/post_hook__dense4-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1477, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/6/cat/0" [id=1478, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/6/cat/0__0.0._scale_param_storage" [id=1479, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/6/post_hook__dense4-6-cat-0__0[0]/symmetric_quantize/0" [id=1480, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.7.bn1.weight" [id=1481, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.7.bn1.bias" [id=1482, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.7.bn1.running_mean" [id=1483, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.7.bn1.running_var" [id=1484, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/7/bn1/batch_norm/0" [id=1485, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/7/relu/0" [id=1486, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/7/relu/0__0.0._scale_param_storage" [id=1487, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/7/post_hook__dense4-7-relu-0__0[0]/symmetric_quantize/0" [id=1488, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.7.conv1.weight" [id=1489, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/7/conv1/conv2d/0__1.0._scale_param_storage" [id=1490, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/7/conv1/pre_hook__dense4-7-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1491, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/7/conv1/conv2d/0" [id=1492, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.7.bn2.weight" [id=1493, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.7.bn2.bias" [id=1494, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.7.bn2.running_mean" [id=1495, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.7.bn2.running_var" [id=1496, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/7/bn2/batch_norm/0" [id=1497, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/7/relu/1" [id=1498, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/7/relu/1__0.0._scale_param_storage" [id=1499, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/7/post_hook__dense4-7-relu-1__0[0]/symmetric_quantize/0" [id=1500, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.7.conv2.weight" [id=1501, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/7/conv2/conv2d/0__1.0._scale_param_storage" [id=1502, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/7/conv2/pre_hook__dense4-7-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1503, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/7/conv2/conv2d/0" [id=1504, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/7/conv2/conv2d/0__0.0._scale_param_storage" [id=1505, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/7/conv2/post_hook__dense4-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1506, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/7/cat/0" [id=1507, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/7/cat/0__0.0._scale_param_storage" [id=1508, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/7/post_hook__dense4-7-cat-0__0[0]/symmetric_quantize/0" [id=1509, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.8.bn1.weight" [id=1510, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.8.bn1.bias" [id=1511, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.8.bn1.running_mean" [id=1512, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.8.bn1.running_var" [id=1513, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/8/bn1/batch_norm/0" [id=1514, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/8/relu/0" [id=1515, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/8/relu/0__0.0._scale_param_storage" [id=1516, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/8/post_hook__dense4-8-relu-0__0[0]/symmetric_quantize/0" [id=1517, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.8.conv1.weight" [id=1518, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/8/conv1/conv2d/0__1.0._scale_param_storage" [id=1519, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/8/conv1/pre_hook__dense4-8-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1520, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/8/conv1/conv2d/0" [id=1521, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.8.bn2.weight" [id=1522, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.8.bn2.bias" [id=1523, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.8.bn2.running_mean" [id=1524, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.8.bn2.running_var" [id=1525, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/8/bn2/batch_norm/0" [id=1526, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/8/relu/1" [id=1527, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/8/relu/1__0.0._scale_param_storage" [id=1528, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/8/post_hook__dense4-8-relu-1__0[0]/symmetric_quantize/0" [id=1529, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.8.conv2.weight" [id=1530, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/8/conv2/conv2d/0__1.0._scale_param_storage" [id=1531, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/8/conv2/pre_hook__dense4-8-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1532, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/8/conv2/conv2d/0" [id=1533, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/8/conv2/conv2d/0__0.0._scale_param_storage" [id=1534, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/8/conv2/post_hook__dense4-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1535, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/8/cat/0" [id=1536, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/8/cat/0__0.0._scale_param_storage" [id=1537, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/8/post_hook__dense4-8-cat-0__0[0]/symmetric_quantize/0" [id=1538, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.9.bn1.weight" [id=1539, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.9.bn1.bias" [id=1540, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.9.bn1.running_mean" [id=1541, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.9.bn1.running_var" [id=1542, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/9/bn1/batch_norm/0" [id=1543, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/9/relu/0" [id=1544, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/9/relu/0__0.0._scale_param_storage" [id=1545, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/9/post_hook__dense4-9-relu-0__0[0]/symmetric_quantize/0" [id=1546, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.9.conv1.weight" [id=1547, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/9/conv1/conv2d/0__1.0._scale_param_storage" [id=1548, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/9/conv1/pre_hook__dense4-9-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1549, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/9/conv1/conv2d/0" [id=1550, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.9.bn2.weight" [id=1551, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.9.bn2.bias" [id=1552, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.9.bn2.running_mean" [id=1553, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.9.bn2.running_var" [id=1554, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/9/bn2/batch_norm/0" [id=1555, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/9/relu/1" [id=1556, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/9/relu/1__0.0._scale_param_storage" [id=1557, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/9/post_hook__dense4-9-relu-1__0[0]/symmetric_quantize/0" [id=1558, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.9.conv2.weight" [id=1559, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/9/conv2/conv2d/0__1.0._scale_param_storage" [id=1560, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/9/conv2/pre_hook__dense4-9-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1561, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/9/conv2/conv2d/0" [id=1562, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/9/conv2/conv2d/0__0.0._scale_param_storage" [id=1563, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/9/conv2/post_hook__dense4-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1564, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/9/cat/0" [id=1565, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/9/cat/0__0.0._scale_param_storage" [id=1566, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/9/post_hook__dense4-9-cat-0__0[0]/symmetric_quantize/0" [id=1567, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.10.bn1.weight" [id=1568, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.10.bn1.bias" [id=1569, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.10.bn1.running_mean" [id=1570, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.10.bn1.running_var" [id=1571, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/10/bn1/batch_norm/0" [id=1572, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/10/relu/0" [id=1573, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/10/relu/0__0.0._scale_param_storage" [id=1574, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/10/post_hook__dense4-10-relu-0__0[0]/symmetric_quantize/0" [id=1575, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.10.conv1.weight" [id=1576, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/10/conv1/conv2d/0__1.0._scale_param_storage" [id=1577, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/10/conv1/pre_hook__dense4-10-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1578, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/10/conv1/conv2d/0" [id=1579, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.10.bn2.weight" [id=1580, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.10.bn2.bias" [id=1581, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.10.bn2.running_mean" [id=1582, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.10.bn2.running_var" [id=1583, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/10/bn2/batch_norm/0" [id=1584, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/10/relu/1" [id=1585, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/10/relu/1__0.0._scale_param_storage" [id=1586, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/10/post_hook__dense4-10-relu-1__0[0]/symmetric_quantize/0" [id=1587, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.10.conv2.weight" [id=1588, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/10/conv2/conv2d/0__1.0._scale_param_storage" [id=1589, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/10/conv2/pre_hook__dense4-10-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1590, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/10/conv2/conv2d/0" [id=1591, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/10/conv2/conv2d/0__0.0._scale_param_storage" [id=1592, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/10/conv2/post_hook__dense4-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1593, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/10/cat/0" [id=1594, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/10/cat/0__0.0._scale_param_storage" [id=1595, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/10/post_hook__dense4-10-cat-0__0[0]/symmetric_quantize/0" [id=1596, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.11.bn1.weight" [id=1597, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.11.bn1.bias" [id=1598, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.11.bn1.running_mean" [id=1599, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.11.bn1.running_var" [id=1600, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/11/bn1/batch_norm/0" [id=1601, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/11/relu/0" [id=1602, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/11/relu/0__0.0._scale_param_storage" [id=1603, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/11/post_hook__dense4-11-relu-0__0[0]/symmetric_quantize/0" [id=1604, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.11.conv1.weight" [id=1605, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/11/conv1/conv2d/0__1.0._scale_param_storage" [id=1606, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/11/conv1/pre_hook__dense4-11-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1607, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/11/conv1/conv2d/0" [id=1608, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.11.bn2.weight" [id=1609, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.11.bn2.bias" [id=1610, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.11.bn2.running_mean" [id=1611, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.11.bn2.running_var" [id=1612, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/11/bn2/batch_norm/0" [id=1613, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/11/relu/1" [id=1614, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/11/relu/1__0.0._scale_param_storage" [id=1615, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/11/post_hook__dense4-11-relu-1__0[0]/symmetric_quantize/0" [id=1616, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.11.conv2.weight" [id=1617, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/11/conv2/conv2d/0__1.0._scale_param_storage" [id=1618, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/11/conv2/pre_hook__dense4-11-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1619, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/11/conv2/conv2d/0" [id=1620, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/11/conv2/conv2d/0__0.0._scale_param_storage" [id=1621, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/11/conv2/post_hook__dense4-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1622, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/11/cat/0" [id=1623, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/11/cat/0__0.0._scale_param_storage" [id=1624, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/11/post_hook__dense4-11-cat-0__0[0]/symmetric_quantize/0" [id=1625, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.12.bn1.weight" [id=1626, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.12.bn1.bias" [id=1627, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.12.bn1.running_mean" [id=1628, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.12.bn1.running_var" [id=1629, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/12/bn1/batch_norm/0" [id=1630, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/12/relu/0" [id=1631, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/12/relu/0__0.0._scale_param_storage" [id=1632, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/12/post_hook__dense4-12-relu-0__0[0]/symmetric_quantize/0" [id=1633, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.12.conv1.weight" [id=1634, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/12/conv1/conv2d/0__1.0._scale_param_storage" [id=1635, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/12/conv1/pre_hook__dense4-12-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1636, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/12/conv1/conv2d/0" [id=1637, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.12.bn2.weight" [id=1638, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.12.bn2.bias" [id=1639, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.12.bn2.running_mean" [id=1640, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.12.bn2.running_var" [id=1641, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/12/bn2/batch_norm/0" [id=1642, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/12/relu/1" [id=1643, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/12/relu/1__0.0._scale_param_storage" [id=1644, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/12/post_hook__dense4-12-relu-1__0[0]/symmetric_quantize/0" [id=1645, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.12.conv2.weight" [id=1646, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/12/conv2/conv2d/0__1.0._scale_param_storage" [id=1647, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/12/conv2/pre_hook__dense4-12-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1648, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/12/conv2/conv2d/0" [id=1649, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/12/conv2/conv2d/0__0.0._scale_param_storage" [id=1650, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/12/conv2/post_hook__dense4-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1651, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/12/cat/0" [id=1652, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/12/cat/0__0.0._scale_param_storage" [id=1653, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/12/post_hook__dense4-12-cat-0__0[0]/symmetric_quantize/0" [id=1654, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.13.bn1.weight" [id=1655, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.13.bn1.bias" [id=1656, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.13.bn1.running_mean" [id=1657, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.13.bn1.running_var" [id=1658, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/13/bn1/batch_norm/0" [id=1659, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/13/relu/0" [id=1660, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/13/relu/0__0.0._scale_param_storage" [id=1661, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/13/post_hook__dense4-13-relu-0__0[0]/symmetric_quantize/0" [id=1662, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.13.conv1.weight" [id=1663, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/13/conv1/conv2d/0__1.0._scale_param_storage" [id=1664, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/13/conv1/pre_hook__dense4-13-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1665, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/13/conv1/conv2d/0" [id=1666, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.13.bn2.weight" [id=1667, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.13.bn2.bias" [id=1668, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.13.bn2.running_mean" [id=1669, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.13.bn2.running_var" [id=1670, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/13/bn2/batch_norm/0" [id=1671, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/13/relu/1" [id=1672, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/13/relu/1__0.0._scale_param_storage" [id=1673, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/13/post_hook__dense4-13-relu-1__0[0]/symmetric_quantize/0" [id=1674, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.13.conv2.weight" [id=1675, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/13/conv2/conv2d/0__1.0._scale_param_storage" [id=1676, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/13/conv2/pre_hook__dense4-13-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1677, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/13/conv2/conv2d/0" [id=1678, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/13/conv2/conv2d/0__0.0._scale_param_storage" [id=1679, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/13/conv2/post_hook__dense4-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1680, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/13/cat/0" [id=1681, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/13/cat/0__0.0._scale_param_storage" [id=1682, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/13/post_hook__dense4-13-cat-0__0[0]/symmetric_quantize/0" [id=1683, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.14.bn1.weight" [id=1684, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.14.bn1.bias" [id=1685, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.14.bn1.running_mean" [id=1686, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.14.bn1.running_var" [id=1687, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/14/bn1/batch_norm/0" [id=1688, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/14/relu/0" [id=1689, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/14/relu/0__0.0._scale_param_storage" [id=1690, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/14/post_hook__dense4-14-relu-0__0[0]/symmetric_quantize/0" [id=1691, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.14.conv1.weight" [id=1692, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/14/conv1/conv2d/0__1.0._scale_param_storage" [id=1693, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/14/conv1/pre_hook__dense4-14-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1694, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/14/conv1/conv2d/0" [id=1695, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.14.bn2.weight" [id=1696, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.14.bn2.bias" [id=1697, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.14.bn2.running_mean" [id=1698, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.14.bn2.running_var" [id=1699, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/14/bn2/batch_norm/0" [id=1700, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/14/relu/1" [id=1701, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/14/relu/1__0.0._scale_param_storage" [id=1702, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/14/post_hook__dense4-14-relu-1__0[0]/symmetric_quantize/0" [id=1703, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.14.conv2.weight" [id=1704, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/14/conv2/conv2d/0__1.0._scale_param_storage" [id=1705, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/14/conv2/pre_hook__dense4-14-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1706, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/14/conv2/conv2d/0" [id=1707, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/14/conv2/conv2d/0__0.0._scale_param_storage" [id=1708, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/14/conv2/post_hook__dense4-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1709, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/14/cat/0" [id=1710, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/14/cat/0__0.0._scale_param_storage" [id=1711, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/14/post_hook__dense4-14-cat-0__0[0]/symmetric_quantize/0" [id=1712, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.15.bn1.weight" [id=1713, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.15.bn1.bias" [id=1714, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.15.bn1.running_mean" [id=1715, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.15.bn1.running_var" [id=1716, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/15/bn1/batch_norm/0" [id=1717, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/15/relu/0" [id=1718, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/15/relu/0__0.0._scale_param_storage" [id=1719, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/15/post_hook__dense4-15-relu-0__0[0]/symmetric_quantize/0" [id=1720, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.15.conv1.weight" [id=1721, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/15/conv1/conv2d/0__1.0._scale_param_storage" [id=1722, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/15/conv1/pre_hook__dense4-15-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1723, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/15/conv1/conv2d/0" [id=1724, metatype=PTConv2dMetatype, type=conv2d]; -"dense4.15.bn2.weight" [id=1725, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.15.bn2.bias" [id=1726, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.15.bn2.running_mean" [id=1727, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4.15.bn2.running_var" [id=1728, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/15/bn2/batch_norm/0" [id=1729, metatype=PTBatchNormMetatype, type=batch_norm]; -"dense4/15/relu/1" [id=1730, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.dense4/15/relu/1__0.0._scale_param_storage" [id=1731, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/15/post_hook__dense4-15-relu-1__0[0]/symmetric_quantize/0" [id=1732, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4.15.conv2.weight" [id=1733, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.dense4/15/conv2/conv2d/0__1.0._scale_param_storage" [id=1734, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/15/conv2/pre_hook__dense4-15-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1735, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/15/conv2/conv2d/0" [id=1736, metatype=PTConv2dMetatype, type=conv2d]; -"__nncf_hooks.post_hooks.dense4/15/conv2/conv2d/0__0.0._scale_param_storage" [id=1737, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/15/conv2/post_hook__dense4-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1738, metatype=UnknownMetatype, type=symmetric_quantize]; -"dense4/15/cat/0" [id=1739, metatype=PTCatMetatype, type=cat]; -"__nncf_hooks.post_hooks.dense4/15/cat/0__0.0._scale_param_storage" [id=1740, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"dense4/15/post_hook__dense4-15-cat-0__0[0]/symmetric_quantize/0" [id=1741, metatype=UnknownMetatype, type=symmetric_quantize]; -"bn.weight" [id=1742, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"bn.bias" [id=1743, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"bn.running_mean" [id=1744, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"bn.running_var" [id=1745, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"bn/batch_norm/0" [id=1746, metatype=PTBatchNormMetatype, type=batch_norm]; -"/relu/0" [id=1747, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks./relu/0__0.0._scale_param_storage" [id=1748, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"post_hook__-relu-0__0[0]/symmetric_quantize/0" [id=1749, metatype=UnknownMetatype, type=symmetric_quantize]; -"/avg_pool2d/0" [id=1750, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; -"__nncf_hooks.post_hooks./avg_pool2d/0__0.0._scale_param_storage" [id=1751, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"post_hook__-avg_pool2d-0__0[0]/symmetric_quantize/0" [id=1752, metatype=UnknownMetatype, type=symmetric_quantize]; -"/view/0" [id=1753, metatype=PTReshapeMetatype, type=view]; -"linear.weight" [id=1754, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"linear.bias" [id=1755, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"__nncf_hooks.pre_hooks.linear/linear/0__1.0._scale_param_storage" [id=1756, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"linear/pre_hook__linear-linear-0__1[0]/symmetric_quantize/0" [id=1757, metatype=UnknownMetatype, type=symmetric_quantize]; -"linear/linear/0" [id=1758, metatype=PTLinearMetatype, type=linear]; -output [id=1759, metatype=PTOutputNoopMetatype, type=nncf_model_output]; +"dense1.1.bn1.weight" [id=36, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.1.bn1.bias" [id=37, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.1.bn1.running_mean" [id=38, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.1.bn1.running_var" [id=39, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/1/bn1/batch_norm/0" [id=40, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/1/relu/0" [id=41, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/1/relu/0__0.0._scale_param_storage" [id=42, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/1/post_hook__dense1-1-relu-0__0[0]/symmetric_quantize/0" [id=43, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.1.conv1.weight" [id=44, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/1/conv1/conv2d/0__1.0._scale_param_storage" [id=45, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/1/conv1/pre_hook__dense1-1-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=46, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/1/conv1/conv2d/0" [id=47, metatype=PTConv2dMetatype, type=conv2d]; +"dense1.1.bn2.weight" [id=48, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.1.bn2.bias" [id=49, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.1.bn2.running_mean" [id=50, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.1.bn2.running_var" [id=51, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/1/bn2/batch_norm/0" [id=52, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/1/relu/1" [id=53, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/1/relu/1__0.0._scale_param_storage" [id=54, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/1/post_hook__dense1-1-relu-1__0[0]/symmetric_quantize/0" [id=55, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.1.conv2.weight" [id=56, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/1/conv2/conv2d/0__1.0._scale_param_storage" [id=57, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/1/conv2/pre_hook__dense1-1-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=58, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/1/conv2/conv2d/0" [id=59, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense1/1/conv2/conv2d/0__0.0._scale_param_storage" [id=60, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/1/conv2/post_hook__dense1-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=61, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/1/cat/0" [id=62, metatype=PTCatMetatype, type=cat]; +"dense1.2.bn1.weight" [id=63, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.2.bn1.bias" [id=64, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.2.bn1.running_mean" [id=65, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.2.bn1.running_var" [id=66, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/2/bn1/batch_norm/0" [id=67, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/2/relu/0" [id=68, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/2/relu/0__0.0._scale_param_storage" [id=69, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/2/post_hook__dense1-2-relu-0__0[0]/symmetric_quantize/0" [id=70, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.2.conv1.weight" [id=71, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/2/conv1/conv2d/0__1.0._scale_param_storage" [id=72, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/2/conv1/pre_hook__dense1-2-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=73, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/2/conv1/conv2d/0" [id=74, metatype=PTConv2dMetatype, type=conv2d]; +"dense1.2.bn2.weight" [id=75, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.2.bn2.bias" [id=76, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.2.bn2.running_mean" [id=77, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.2.bn2.running_var" [id=78, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/2/bn2/batch_norm/0" [id=79, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/2/relu/1" [id=80, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/2/relu/1__0.0._scale_param_storage" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/2/post_hook__dense1-2-relu-1__0[0]/symmetric_quantize/0" [id=82, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.2.conv2.weight" [id=83, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/2/conv2/conv2d/0__1.0._scale_param_storage" [id=84, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/2/conv2/pre_hook__dense1-2-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=85, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/2/conv2/conv2d/0" [id=86, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense1/2/conv2/conv2d/0__0.0._scale_param_storage" [id=87, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/2/conv2/post_hook__dense1-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=88, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/2/cat/0" [id=89, metatype=PTCatMetatype, type=cat]; +"dense1.3.bn1.weight" [id=90, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.3.bn1.bias" [id=91, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.3.bn1.running_mean" [id=92, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.3.bn1.running_var" [id=93, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/3/bn1/batch_norm/0" [id=94, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/3/relu/0" [id=95, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/3/relu/0__0.0._scale_param_storage" [id=96, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/3/post_hook__dense1-3-relu-0__0[0]/symmetric_quantize/0" [id=97, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.3.conv1.weight" [id=98, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/3/conv1/conv2d/0__1.0._scale_param_storage" [id=99, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/3/conv1/pre_hook__dense1-3-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=100, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/3/conv1/conv2d/0" [id=101, metatype=PTConv2dMetatype, type=conv2d]; +"dense1.3.bn2.weight" [id=102, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.3.bn2.bias" [id=103, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.3.bn2.running_mean" [id=104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.3.bn2.running_var" [id=105, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/3/bn2/batch_norm/0" [id=106, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/3/relu/1" [id=107, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/3/relu/1__0.0._scale_param_storage" [id=108, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/3/post_hook__dense1-3-relu-1__0[0]/symmetric_quantize/0" [id=109, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.3.conv2.weight" [id=110, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/3/conv2/conv2d/0__1.0._scale_param_storage" [id=111, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/3/conv2/pre_hook__dense1-3-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=112, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/3/conv2/conv2d/0" [id=113, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense1/3/conv2/conv2d/0__0.0._scale_param_storage" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/3/conv2/post_hook__dense1-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=115, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/3/cat/0" [id=116, metatype=PTCatMetatype, type=cat]; +"dense1.4.bn1.weight" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.4.bn1.bias" [id=118, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.4.bn1.running_mean" [id=119, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.4.bn1.running_var" [id=120, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/4/bn1/batch_norm/0" [id=121, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/4/relu/0" [id=122, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/4/relu/0__0.0._scale_param_storage" [id=123, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/4/post_hook__dense1-4-relu-0__0[0]/symmetric_quantize/0" [id=124, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.4.conv1.weight" [id=125, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/4/conv1/conv2d/0__1.0._scale_param_storage" [id=126, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/4/conv1/pre_hook__dense1-4-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=127, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/4/conv1/conv2d/0" [id=128, metatype=PTConv2dMetatype, type=conv2d]; +"dense1.4.bn2.weight" [id=129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.4.bn2.bias" [id=130, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.4.bn2.running_mean" [id=131, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.4.bn2.running_var" [id=132, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/4/bn2/batch_norm/0" [id=133, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/4/relu/1" [id=134, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/4/relu/1__0.0._scale_param_storage" [id=135, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/4/post_hook__dense1-4-relu-1__0[0]/symmetric_quantize/0" [id=136, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.4.conv2.weight" [id=137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/4/conv2/conv2d/0__1.0._scale_param_storage" [id=138, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/4/conv2/pre_hook__dense1-4-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=139, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/4/conv2/conv2d/0" [id=140, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense1/4/conv2/conv2d/0__0.0._scale_param_storage" [id=141, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/4/conv2/post_hook__dense1-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=142, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/4/cat/0" [id=143, metatype=PTCatMetatype, type=cat]; +"dense1.5.bn1.weight" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.5.bn1.bias" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.5.bn1.running_mean" [id=146, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.5.bn1.running_var" [id=147, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/5/bn1/batch_norm/0" [id=148, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/5/relu/0" [id=149, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/5/relu/0__0.0._scale_param_storage" [id=150, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/5/post_hook__dense1-5-relu-0__0[0]/symmetric_quantize/0" [id=151, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.5.conv1.weight" [id=152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/5/conv1/conv2d/0__1.0._scale_param_storage" [id=153, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/5/conv1/pre_hook__dense1-5-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=154, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/5/conv1/conv2d/0" [id=155, metatype=PTConv2dMetatype, type=conv2d]; +"dense1.5.bn2.weight" [id=156, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.5.bn2.bias" [id=157, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.5.bn2.running_mean" [id=158, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1.5.bn2.running_var" [id=159, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/5/bn2/batch_norm/0" [id=160, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense1/5/relu/1" [id=161, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense1/5/relu/1__0.0._scale_param_storage" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/5/post_hook__dense1-5-relu-1__0[0]/symmetric_quantize/0" [id=163, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1.5.conv2.weight" [id=164, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense1/5/conv2/conv2d/0__1.0._scale_param_storage" [id=165, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/5/conv2/pre_hook__dense1-5-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=166, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/5/conv2/conv2d/0" [id=167, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense1/5/conv2/conv2d/0__0.0._scale_param_storage" [id=168, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense1/5/conv2/post_hook__dense1-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=169, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense1/5/cat/0" [id=170, metatype=PTCatMetatype, type=cat]; +"trans1.bn.weight" [id=171, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans1.bn.bias" [id=172, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans1.bn.running_mean" [id=173, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans1.bn.running_var" [id=174, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans1/bn/batch_norm/0" [id=175, metatype=PTBatchNormMetatype, type=batch_norm]; +"trans1/relu/0" [id=176, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.trans1/relu/0__0.0._scale_param_storage" [id=177, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans1/post_hook__trans1-relu-0__0[0]/symmetric_quantize/0" [id=178, metatype=UnknownMetatype, type=symmetric_quantize]; +"trans1.conv.weight" [id=179, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.trans1/conv/conv2d/0__1.0._scale_param_storage" [id=180, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans1/conv/pre_hook__trans1-conv-conv2d-0__1[0]/symmetric_quantize/0" [id=181, metatype=UnknownMetatype, type=symmetric_quantize]; +"trans1/conv/conv2d/0" [id=182, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.trans1/conv/conv2d/0__0.0._scale_param_storage" [id=183, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans1/conv/post_hook__trans1-conv-conv2d-0__0[0]/symmetric_quantize/0" [id=184, metatype=UnknownMetatype, type=symmetric_quantize]; +"trans1/avg_pool2d/0" [id=185, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"__nncf_hooks.post_hooks.trans1/avg_pool2d/0__0.0._scale_param_storage" [id=186, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans1/post_hook__trans1-avg_pool2d-0__0[0]/symmetric_quantize/0" [id=187, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.0.bn1.weight" [id=188, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.0.bn1.bias" [id=189, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.0.bn1.running_mean" [id=190, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.0.bn1.running_var" [id=191, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/0/bn1/batch_norm/0" [id=192, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/0/relu/0" [id=193, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/0/relu/0__0.0._scale_param_storage" [id=194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/0/post_hook__dense2-0-relu-0__0[0]/symmetric_quantize/0" [id=195, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.0.conv1.weight" [id=196, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/0/conv1/conv2d/0__1.0._scale_param_storage" [id=197, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/0/conv1/pre_hook__dense2-0-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=198, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/0/conv1/conv2d/0" [id=199, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.0.bn2.weight" [id=200, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.0.bn2.bias" [id=201, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.0.bn2.running_mean" [id=202, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.0.bn2.running_var" [id=203, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/0/bn2/batch_norm/0" [id=204, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/0/relu/1" [id=205, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/0/relu/1__0.0._scale_param_storage" [id=206, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/0/post_hook__dense2-0-relu-1__0[0]/symmetric_quantize/0" [id=207, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.0.conv2.weight" [id=208, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/0/conv2/conv2d/0__1.0._scale_param_storage" [id=209, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/0/conv2/pre_hook__dense2-0-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=210, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/0/conv2/conv2d/0" [id=211, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/0/conv2/conv2d/0__0.0._scale_param_storage" [id=212, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/0/conv2/post_hook__dense2-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=213, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/0/cat/0" [id=214, metatype=PTCatMetatype, type=cat]; +"dense2.1.bn1.weight" [id=215, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.1.bn1.bias" [id=216, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.1.bn1.running_mean" [id=217, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.1.bn1.running_var" [id=218, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/1/bn1/batch_norm/0" [id=219, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/1/relu/0" [id=220, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/1/relu/0__0.0._scale_param_storage" [id=221, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/1/post_hook__dense2-1-relu-0__0[0]/symmetric_quantize/0" [id=222, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.1.conv1.weight" [id=223, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/1/conv1/conv2d/0__1.0._scale_param_storage" [id=224, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/1/conv1/pre_hook__dense2-1-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=225, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/1/conv1/conv2d/0" [id=226, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.1.bn2.weight" [id=227, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.1.bn2.bias" [id=228, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.1.bn2.running_mean" [id=229, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.1.bn2.running_var" [id=230, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/1/bn2/batch_norm/0" [id=231, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/1/relu/1" [id=232, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/1/relu/1__0.0._scale_param_storage" [id=233, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/1/post_hook__dense2-1-relu-1__0[0]/symmetric_quantize/0" [id=234, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.1.conv2.weight" [id=235, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/1/conv2/conv2d/0__1.0._scale_param_storage" [id=236, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/1/conv2/pre_hook__dense2-1-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=237, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/1/conv2/conv2d/0" [id=238, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/1/conv2/conv2d/0__0.0._scale_param_storage" [id=239, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/1/conv2/post_hook__dense2-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=240, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/1/cat/0" [id=241, metatype=PTCatMetatype, type=cat]; +"dense2.2.bn1.weight" [id=242, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.2.bn1.bias" [id=243, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.2.bn1.running_mean" [id=244, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.2.bn1.running_var" [id=245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/2/bn1/batch_norm/0" [id=246, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/2/relu/0" [id=247, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/2/relu/0__0.0._scale_param_storage" [id=248, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/2/post_hook__dense2-2-relu-0__0[0]/symmetric_quantize/0" [id=249, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.2.conv1.weight" [id=250, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/2/conv1/conv2d/0__1.0._scale_param_storage" [id=251, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/2/conv1/pre_hook__dense2-2-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=252, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/2/conv1/conv2d/0" [id=253, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.2.bn2.weight" [id=254, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.2.bn2.bias" [id=255, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.2.bn2.running_mean" [id=256, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.2.bn2.running_var" [id=257, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/2/bn2/batch_norm/0" [id=258, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/2/relu/1" [id=259, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/2/relu/1__0.0._scale_param_storage" [id=260, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/2/post_hook__dense2-2-relu-1__0[0]/symmetric_quantize/0" [id=261, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.2.conv2.weight" [id=262, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/2/conv2/conv2d/0__1.0._scale_param_storage" [id=263, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/2/conv2/pre_hook__dense2-2-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=264, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/2/conv2/conv2d/0" [id=265, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/2/conv2/conv2d/0__0.0._scale_param_storage" [id=266, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/2/conv2/post_hook__dense2-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=267, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/2/cat/0" [id=268, metatype=PTCatMetatype, type=cat]; +"dense2.3.bn1.weight" [id=269, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.3.bn1.bias" [id=270, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.3.bn1.running_mean" [id=271, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.3.bn1.running_var" [id=272, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/3/bn1/batch_norm/0" [id=273, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/3/relu/0" [id=274, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/3/relu/0__0.0._scale_param_storage" [id=275, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/3/post_hook__dense2-3-relu-0__0[0]/symmetric_quantize/0" [id=276, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.3.conv1.weight" [id=277, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/3/conv1/conv2d/0__1.0._scale_param_storage" [id=278, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/3/conv1/pre_hook__dense2-3-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=279, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/3/conv1/conv2d/0" [id=280, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.3.bn2.weight" [id=281, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.3.bn2.bias" [id=282, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.3.bn2.running_mean" [id=283, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.3.bn2.running_var" [id=284, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/3/bn2/batch_norm/0" [id=285, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/3/relu/1" [id=286, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/3/relu/1__0.0._scale_param_storage" [id=287, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/3/post_hook__dense2-3-relu-1__0[0]/symmetric_quantize/0" [id=288, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.3.conv2.weight" [id=289, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/3/conv2/conv2d/0__1.0._scale_param_storage" [id=290, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/3/conv2/pre_hook__dense2-3-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=291, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/3/conv2/conv2d/0" [id=292, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/3/conv2/conv2d/0__0.0._scale_param_storage" [id=293, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/3/conv2/post_hook__dense2-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=294, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/3/cat/0" [id=295, metatype=PTCatMetatype, type=cat]; +"dense2.4.bn1.weight" [id=296, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.4.bn1.bias" [id=297, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.4.bn1.running_mean" [id=298, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.4.bn1.running_var" [id=299, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/4/bn1/batch_norm/0" [id=300, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/4/relu/0" [id=301, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/4/relu/0__0.0._scale_param_storage" [id=302, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/4/post_hook__dense2-4-relu-0__0[0]/symmetric_quantize/0" [id=303, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.4.conv1.weight" [id=304, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/4/conv1/conv2d/0__1.0._scale_param_storage" [id=305, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/4/conv1/pre_hook__dense2-4-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=306, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/4/conv1/conv2d/0" [id=307, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.4.bn2.weight" [id=308, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.4.bn2.bias" [id=309, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.4.bn2.running_mean" [id=310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.4.bn2.running_var" [id=311, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/4/bn2/batch_norm/0" [id=312, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/4/relu/1" [id=313, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/4/relu/1__0.0._scale_param_storage" [id=314, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/4/post_hook__dense2-4-relu-1__0[0]/symmetric_quantize/0" [id=315, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.4.conv2.weight" [id=316, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/4/conv2/conv2d/0__1.0._scale_param_storage" [id=317, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/4/conv2/pre_hook__dense2-4-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=318, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/4/conv2/conv2d/0" [id=319, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/4/conv2/conv2d/0__0.0._scale_param_storage" [id=320, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/4/conv2/post_hook__dense2-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=321, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/4/cat/0" [id=322, metatype=PTCatMetatype, type=cat]; +"dense2.5.bn1.weight" [id=323, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.5.bn1.bias" [id=324, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.5.bn1.running_mean" [id=325, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.5.bn1.running_var" [id=326, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/5/bn1/batch_norm/0" [id=327, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/5/relu/0" [id=328, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/5/relu/0__0.0._scale_param_storage" [id=329, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/5/post_hook__dense2-5-relu-0__0[0]/symmetric_quantize/0" [id=330, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.5.conv1.weight" [id=331, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/5/conv1/conv2d/0__1.0._scale_param_storage" [id=332, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/5/conv1/pre_hook__dense2-5-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=333, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/5/conv1/conv2d/0" [id=334, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.5.bn2.weight" [id=335, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.5.bn2.bias" [id=336, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.5.bn2.running_mean" [id=337, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.5.bn2.running_var" [id=338, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/5/bn2/batch_norm/0" [id=339, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/5/relu/1" [id=340, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/5/relu/1__0.0._scale_param_storage" [id=341, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/5/post_hook__dense2-5-relu-1__0[0]/symmetric_quantize/0" [id=342, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.5.conv2.weight" [id=343, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/5/conv2/conv2d/0__1.0._scale_param_storage" [id=344, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/5/conv2/pre_hook__dense2-5-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=345, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/5/conv2/conv2d/0" [id=346, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/5/conv2/conv2d/0__0.0._scale_param_storage" [id=347, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/5/conv2/post_hook__dense2-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=348, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/5/cat/0" [id=349, metatype=PTCatMetatype, type=cat]; +"dense2.6.bn1.weight" [id=350, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.6.bn1.bias" [id=351, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.6.bn1.running_mean" [id=352, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.6.bn1.running_var" [id=353, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/6/bn1/batch_norm/0" [id=354, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/6/relu/0" [id=355, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/6/relu/0__0.0._scale_param_storage" [id=356, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/6/post_hook__dense2-6-relu-0__0[0]/symmetric_quantize/0" [id=357, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.6.conv1.weight" [id=358, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/6/conv1/conv2d/0__1.0._scale_param_storage" [id=359, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/6/conv1/pre_hook__dense2-6-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=360, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/6/conv1/conv2d/0" [id=361, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.6.bn2.weight" [id=362, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.6.bn2.bias" [id=363, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.6.bn2.running_mean" [id=364, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.6.bn2.running_var" [id=365, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/6/bn2/batch_norm/0" [id=366, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/6/relu/1" [id=367, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/6/relu/1__0.0._scale_param_storage" [id=368, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/6/post_hook__dense2-6-relu-1__0[0]/symmetric_quantize/0" [id=369, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.6.conv2.weight" [id=370, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/6/conv2/conv2d/0__1.0._scale_param_storage" [id=371, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/6/conv2/pre_hook__dense2-6-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=372, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/6/conv2/conv2d/0" [id=373, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/6/conv2/conv2d/0__0.0._scale_param_storage" [id=374, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/6/conv2/post_hook__dense2-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=375, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/6/cat/0" [id=376, metatype=PTCatMetatype, type=cat]; +"dense2.7.bn1.weight" [id=377, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.7.bn1.bias" [id=378, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.7.bn1.running_mean" [id=379, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.7.bn1.running_var" [id=380, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/7/bn1/batch_norm/0" [id=381, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/7/relu/0" [id=382, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/7/relu/0__0.0._scale_param_storage" [id=383, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/7/post_hook__dense2-7-relu-0__0[0]/symmetric_quantize/0" [id=384, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.7.conv1.weight" [id=385, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/7/conv1/conv2d/0__1.0._scale_param_storage" [id=386, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/7/conv1/pre_hook__dense2-7-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=387, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/7/conv1/conv2d/0" [id=388, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.7.bn2.weight" [id=389, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.7.bn2.bias" [id=390, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.7.bn2.running_mean" [id=391, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.7.bn2.running_var" [id=392, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/7/bn2/batch_norm/0" [id=393, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/7/relu/1" [id=394, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/7/relu/1__0.0._scale_param_storage" [id=395, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/7/post_hook__dense2-7-relu-1__0[0]/symmetric_quantize/0" [id=396, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.7.conv2.weight" [id=397, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/7/conv2/conv2d/0__1.0._scale_param_storage" [id=398, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/7/conv2/pre_hook__dense2-7-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=399, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/7/conv2/conv2d/0" [id=400, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/7/conv2/conv2d/0__0.0._scale_param_storage" [id=401, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/7/conv2/post_hook__dense2-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=402, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/7/cat/0" [id=403, metatype=PTCatMetatype, type=cat]; +"dense2.8.bn1.weight" [id=404, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.8.bn1.bias" [id=405, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.8.bn1.running_mean" [id=406, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.8.bn1.running_var" [id=407, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/8/bn1/batch_norm/0" [id=408, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/8/relu/0" [id=409, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/8/relu/0__0.0._scale_param_storage" [id=410, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/8/post_hook__dense2-8-relu-0__0[0]/symmetric_quantize/0" [id=411, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.8.conv1.weight" [id=412, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/8/conv1/conv2d/0__1.0._scale_param_storage" [id=413, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/8/conv1/pre_hook__dense2-8-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=414, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/8/conv1/conv2d/0" [id=415, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.8.bn2.weight" [id=416, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.8.bn2.bias" [id=417, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.8.bn2.running_mean" [id=418, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.8.bn2.running_var" [id=419, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/8/bn2/batch_norm/0" [id=420, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/8/relu/1" [id=421, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/8/relu/1__0.0._scale_param_storage" [id=422, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/8/post_hook__dense2-8-relu-1__0[0]/symmetric_quantize/0" [id=423, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.8.conv2.weight" [id=424, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/8/conv2/conv2d/0__1.0._scale_param_storage" [id=425, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/8/conv2/pre_hook__dense2-8-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=426, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/8/conv2/conv2d/0" [id=427, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/8/conv2/conv2d/0__0.0._scale_param_storage" [id=428, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/8/conv2/post_hook__dense2-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=429, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/8/cat/0" [id=430, metatype=PTCatMetatype, type=cat]; +"dense2.9.bn1.weight" [id=431, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.9.bn1.bias" [id=432, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.9.bn1.running_mean" [id=433, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.9.bn1.running_var" [id=434, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/9/bn1/batch_norm/0" [id=435, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/9/relu/0" [id=436, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/9/relu/0__0.0._scale_param_storage" [id=437, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/9/post_hook__dense2-9-relu-0__0[0]/symmetric_quantize/0" [id=438, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.9.conv1.weight" [id=439, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/9/conv1/conv2d/0__1.0._scale_param_storage" [id=440, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/9/conv1/pre_hook__dense2-9-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=441, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/9/conv1/conv2d/0" [id=442, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.9.bn2.weight" [id=443, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.9.bn2.bias" [id=444, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.9.bn2.running_mean" [id=445, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.9.bn2.running_var" [id=446, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/9/bn2/batch_norm/0" [id=447, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/9/relu/1" [id=448, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/9/relu/1__0.0._scale_param_storage" [id=449, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/9/post_hook__dense2-9-relu-1__0[0]/symmetric_quantize/0" [id=450, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.9.conv2.weight" [id=451, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/9/conv2/conv2d/0__1.0._scale_param_storage" [id=452, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/9/conv2/pre_hook__dense2-9-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=453, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/9/conv2/conv2d/0" [id=454, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/9/conv2/conv2d/0__0.0._scale_param_storage" [id=455, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/9/conv2/post_hook__dense2-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=456, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/9/cat/0" [id=457, metatype=PTCatMetatype, type=cat]; +"dense2.10.bn1.weight" [id=458, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.10.bn1.bias" [id=459, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.10.bn1.running_mean" [id=460, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.10.bn1.running_var" [id=461, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/10/bn1/batch_norm/0" [id=462, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/10/relu/0" [id=463, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/10/relu/0__0.0._scale_param_storage" [id=464, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/10/post_hook__dense2-10-relu-0__0[0]/symmetric_quantize/0" [id=465, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.10.conv1.weight" [id=466, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/10/conv1/conv2d/0__1.0._scale_param_storage" [id=467, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/10/conv1/pre_hook__dense2-10-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=468, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/10/conv1/conv2d/0" [id=469, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.10.bn2.weight" [id=470, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.10.bn2.bias" [id=471, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.10.bn2.running_mean" [id=472, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.10.bn2.running_var" [id=473, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/10/bn2/batch_norm/0" [id=474, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/10/relu/1" [id=475, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/10/relu/1__0.0._scale_param_storage" [id=476, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/10/post_hook__dense2-10-relu-1__0[0]/symmetric_quantize/0" [id=477, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.10.conv2.weight" [id=478, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/10/conv2/conv2d/0__1.0._scale_param_storage" [id=479, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/10/conv2/pre_hook__dense2-10-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=480, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/10/conv2/conv2d/0" [id=481, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/10/conv2/conv2d/0__0.0._scale_param_storage" [id=482, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/10/conv2/post_hook__dense2-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=483, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/10/cat/0" [id=484, metatype=PTCatMetatype, type=cat]; +"dense2.11.bn1.weight" [id=485, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.11.bn1.bias" [id=486, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.11.bn1.running_mean" [id=487, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.11.bn1.running_var" [id=488, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/11/bn1/batch_norm/0" [id=489, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/11/relu/0" [id=490, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/11/relu/0__0.0._scale_param_storage" [id=491, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/11/post_hook__dense2-11-relu-0__0[0]/symmetric_quantize/0" [id=492, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.11.conv1.weight" [id=493, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/11/conv1/conv2d/0__1.0._scale_param_storage" [id=494, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/11/conv1/pre_hook__dense2-11-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=495, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/11/conv1/conv2d/0" [id=496, metatype=PTConv2dMetatype, type=conv2d]; +"dense2.11.bn2.weight" [id=497, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.11.bn2.bias" [id=498, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.11.bn2.running_mean" [id=499, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2.11.bn2.running_var" [id=500, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/11/bn2/batch_norm/0" [id=501, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense2/11/relu/1" [id=502, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense2/11/relu/1__0.0._scale_param_storage" [id=503, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/11/post_hook__dense2-11-relu-1__0[0]/symmetric_quantize/0" [id=504, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2.11.conv2.weight" [id=505, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense2/11/conv2/conv2d/0__1.0._scale_param_storage" [id=506, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/11/conv2/pre_hook__dense2-11-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=507, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/11/conv2/conv2d/0" [id=508, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense2/11/conv2/conv2d/0__0.0._scale_param_storage" [id=509, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense2/11/conv2/post_hook__dense2-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=510, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense2/11/cat/0" [id=511, metatype=PTCatMetatype, type=cat]; +"trans2.bn.weight" [id=512, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans2.bn.bias" [id=513, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans2.bn.running_mean" [id=514, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans2.bn.running_var" [id=515, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans2/bn/batch_norm/0" [id=516, metatype=PTBatchNormMetatype, type=batch_norm]; +"trans2/relu/0" [id=517, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.trans2/relu/0__0.0._scale_param_storage" [id=518, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans2/post_hook__trans2-relu-0__0[0]/symmetric_quantize/0" [id=519, metatype=UnknownMetatype, type=symmetric_quantize]; +"trans2.conv.weight" [id=520, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.trans2/conv/conv2d/0__1.0._scale_param_storage" [id=521, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans2/conv/pre_hook__trans2-conv-conv2d-0__1[0]/symmetric_quantize/0" [id=522, metatype=UnknownMetatype, type=symmetric_quantize]; +"trans2/conv/conv2d/0" [id=523, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.trans2/conv/conv2d/0__0.0._scale_param_storage" [id=524, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans2/conv/post_hook__trans2-conv-conv2d-0__0[0]/symmetric_quantize/0" [id=525, metatype=UnknownMetatype, type=symmetric_quantize]; +"trans2/avg_pool2d/0" [id=526, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"__nncf_hooks.post_hooks.trans2/avg_pool2d/0__0.0._scale_param_storage" [id=527, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans2/post_hook__trans2-avg_pool2d-0__0[0]/symmetric_quantize/0" [id=528, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.0.bn1.weight" [id=529, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.0.bn1.bias" [id=530, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.0.bn1.running_mean" [id=531, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.0.bn1.running_var" [id=532, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/0/bn1/batch_norm/0" [id=533, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/0/relu/0" [id=534, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/0/relu/0__0.0._scale_param_storage" [id=535, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/0/post_hook__dense3-0-relu-0__0[0]/symmetric_quantize/0" [id=536, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.0.conv1.weight" [id=537, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/0/conv1/conv2d/0__1.0._scale_param_storage" [id=538, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/0/conv1/pre_hook__dense3-0-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=539, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/0/conv1/conv2d/0" [id=540, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.0.bn2.weight" [id=541, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.0.bn2.bias" [id=542, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.0.bn2.running_mean" [id=543, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.0.bn2.running_var" [id=544, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/0/bn2/batch_norm/0" [id=545, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/0/relu/1" [id=546, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/0/relu/1__0.0._scale_param_storage" [id=547, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/0/post_hook__dense3-0-relu-1__0[0]/symmetric_quantize/0" [id=548, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.0.conv2.weight" [id=549, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/0/conv2/conv2d/0__1.0._scale_param_storage" [id=550, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/0/conv2/pre_hook__dense3-0-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=551, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/0/conv2/conv2d/0" [id=552, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/0/conv2/conv2d/0__0.0._scale_param_storage" [id=553, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/0/conv2/post_hook__dense3-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=554, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/0/cat/0" [id=555, metatype=PTCatMetatype, type=cat]; +"dense3.1.bn1.weight" [id=556, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.1.bn1.bias" [id=557, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.1.bn1.running_mean" [id=558, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.1.bn1.running_var" [id=559, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/1/bn1/batch_norm/0" [id=560, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/1/relu/0" [id=561, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/1/relu/0__0.0._scale_param_storage" [id=562, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/1/post_hook__dense3-1-relu-0__0[0]/symmetric_quantize/0" [id=563, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.1.conv1.weight" [id=564, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/1/conv1/conv2d/0__1.0._scale_param_storage" [id=565, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/1/conv1/pre_hook__dense3-1-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=566, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/1/conv1/conv2d/0" [id=567, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.1.bn2.weight" [id=568, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.1.bn2.bias" [id=569, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.1.bn2.running_mean" [id=570, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.1.bn2.running_var" [id=571, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/1/bn2/batch_norm/0" [id=572, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/1/relu/1" [id=573, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/1/relu/1__0.0._scale_param_storage" [id=574, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/1/post_hook__dense3-1-relu-1__0[0]/symmetric_quantize/0" [id=575, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.1.conv2.weight" [id=576, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/1/conv2/conv2d/0__1.0._scale_param_storage" [id=577, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/1/conv2/pre_hook__dense3-1-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=578, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/1/conv2/conv2d/0" [id=579, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/1/conv2/conv2d/0__0.0._scale_param_storage" [id=580, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/1/conv2/post_hook__dense3-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=581, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/1/cat/0" [id=582, metatype=PTCatMetatype, type=cat]; +"dense3.2.bn1.weight" [id=583, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.2.bn1.bias" [id=584, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.2.bn1.running_mean" [id=585, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.2.bn1.running_var" [id=586, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/2/bn1/batch_norm/0" [id=587, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/2/relu/0" [id=588, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/2/relu/0__0.0._scale_param_storage" [id=589, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/2/post_hook__dense3-2-relu-0__0[0]/symmetric_quantize/0" [id=590, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.2.conv1.weight" [id=591, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/2/conv1/conv2d/0__1.0._scale_param_storage" [id=592, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/2/conv1/pre_hook__dense3-2-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=593, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/2/conv1/conv2d/0" [id=594, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.2.bn2.weight" [id=595, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.2.bn2.bias" [id=596, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.2.bn2.running_mean" [id=597, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.2.bn2.running_var" [id=598, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/2/bn2/batch_norm/0" [id=599, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/2/relu/1" [id=600, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/2/relu/1__0.0._scale_param_storage" [id=601, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/2/post_hook__dense3-2-relu-1__0[0]/symmetric_quantize/0" [id=602, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.2.conv2.weight" [id=603, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/2/conv2/conv2d/0__1.0._scale_param_storage" [id=604, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/2/conv2/pre_hook__dense3-2-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=605, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/2/conv2/conv2d/0" [id=606, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/2/conv2/conv2d/0__0.0._scale_param_storage" [id=607, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/2/conv2/post_hook__dense3-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=608, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/2/cat/0" [id=609, metatype=PTCatMetatype, type=cat]; +"dense3.3.bn1.weight" [id=610, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.3.bn1.bias" [id=611, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.3.bn1.running_mean" [id=612, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.3.bn1.running_var" [id=613, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/3/bn1/batch_norm/0" [id=614, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/3/relu/0" [id=615, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/3/relu/0__0.0._scale_param_storage" [id=616, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/3/post_hook__dense3-3-relu-0__0[0]/symmetric_quantize/0" [id=617, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.3.conv1.weight" [id=618, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/3/conv1/conv2d/0__1.0._scale_param_storage" [id=619, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/3/conv1/pre_hook__dense3-3-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=620, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/3/conv1/conv2d/0" [id=621, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.3.bn2.weight" [id=622, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.3.bn2.bias" [id=623, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.3.bn2.running_mean" [id=624, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.3.bn2.running_var" [id=625, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/3/bn2/batch_norm/0" [id=626, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/3/relu/1" [id=627, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/3/relu/1__0.0._scale_param_storage" [id=628, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/3/post_hook__dense3-3-relu-1__0[0]/symmetric_quantize/0" [id=629, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.3.conv2.weight" [id=630, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/3/conv2/conv2d/0__1.0._scale_param_storage" [id=631, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/3/conv2/pre_hook__dense3-3-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=632, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/3/conv2/conv2d/0" [id=633, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/3/conv2/conv2d/0__0.0._scale_param_storage" [id=634, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/3/conv2/post_hook__dense3-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=635, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/3/cat/0" [id=636, metatype=PTCatMetatype, type=cat]; +"dense3.4.bn1.weight" [id=637, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.4.bn1.bias" [id=638, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.4.bn1.running_mean" [id=639, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.4.bn1.running_var" [id=640, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/4/bn1/batch_norm/0" [id=641, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/4/relu/0" [id=642, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/4/relu/0__0.0._scale_param_storage" [id=643, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/4/post_hook__dense3-4-relu-0__0[0]/symmetric_quantize/0" [id=644, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.4.conv1.weight" [id=645, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/4/conv1/conv2d/0__1.0._scale_param_storage" [id=646, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/4/conv1/pre_hook__dense3-4-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=647, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/4/conv1/conv2d/0" [id=648, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.4.bn2.weight" [id=649, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.4.bn2.bias" [id=650, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.4.bn2.running_mean" [id=651, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.4.bn2.running_var" [id=652, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/4/bn2/batch_norm/0" [id=653, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/4/relu/1" [id=654, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/4/relu/1__0.0._scale_param_storage" [id=655, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/4/post_hook__dense3-4-relu-1__0[0]/symmetric_quantize/0" [id=656, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.4.conv2.weight" [id=657, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/4/conv2/conv2d/0__1.0._scale_param_storage" [id=658, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/4/conv2/pre_hook__dense3-4-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=659, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/4/conv2/conv2d/0" [id=660, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/4/conv2/conv2d/0__0.0._scale_param_storage" [id=661, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/4/conv2/post_hook__dense3-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=662, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/4/cat/0" [id=663, metatype=PTCatMetatype, type=cat]; +"dense3.5.bn1.weight" [id=664, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.5.bn1.bias" [id=665, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.5.bn1.running_mean" [id=666, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.5.bn1.running_var" [id=667, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/5/bn1/batch_norm/0" [id=668, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/5/relu/0" [id=669, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/5/relu/0__0.0._scale_param_storage" [id=670, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/5/post_hook__dense3-5-relu-0__0[0]/symmetric_quantize/0" [id=671, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.5.conv1.weight" [id=672, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/5/conv1/conv2d/0__1.0._scale_param_storage" [id=673, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/5/conv1/pre_hook__dense3-5-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=674, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/5/conv1/conv2d/0" [id=675, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.5.bn2.weight" [id=676, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.5.bn2.bias" [id=677, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.5.bn2.running_mean" [id=678, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.5.bn2.running_var" [id=679, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/5/bn2/batch_norm/0" [id=680, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/5/relu/1" [id=681, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/5/relu/1__0.0._scale_param_storage" [id=682, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/5/post_hook__dense3-5-relu-1__0[0]/symmetric_quantize/0" [id=683, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.5.conv2.weight" [id=684, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/5/conv2/conv2d/0__1.0._scale_param_storage" [id=685, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/5/conv2/pre_hook__dense3-5-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=686, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/5/conv2/conv2d/0" [id=687, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/5/conv2/conv2d/0__0.0._scale_param_storage" [id=688, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/5/conv2/post_hook__dense3-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=689, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/5/cat/0" [id=690, metatype=PTCatMetatype, type=cat]; +"dense3.6.bn1.weight" [id=691, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.6.bn1.bias" [id=692, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.6.bn1.running_mean" [id=693, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.6.bn1.running_var" [id=694, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/6/bn1/batch_norm/0" [id=695, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/6/relu/0" [id=696, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/6/relu/0__0.0._scale_param_storage" [id=697, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/6/post_hook__dense3-6-relu-0__0[0]/symmetric_quantize/0" [id=698, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.6.conv1.weight" [id=699, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/6/conv1/conv2d/0__1.0._scale_param_storage" [id=700, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/6/conv1/pre_hook__dense3-6-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=701, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/6/conv1/conv2d/0" [id=702, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.6.bn2.weight" [id=703, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.6.bn2.bias" [id=704, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.6.bn2.running_mean" [id=705, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.6.bn2.running_var" [id=706, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/6/bn2/batch_norm/0" [id=707, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/6/relu/1" [id=708, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/6/relu/1__0.0._scale_param_storage" [id=709, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/6/post_hook__dense3-6-relu-1__0[0]/symmetric_quantize/0" [id=710, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.6.conv2.weight" [id=711, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/6/conv2/conv2d/0__1.0._scale_param_storage" [id=712, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/6/conv2/pre_hook__dense3-6-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=713, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/6/conv2/conv2d/0" [id=714, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/6/conv2/conv2d/0__0.0._scale_param_storage" [id=715, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/6/conv2/post_hook__dense3-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=716, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/6/cat/0" [id=717, metatype=PTCatMetatype, type=cat]; +"dense3.7.bn1.weight" [id=718, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.7.bn1.bias" [id=719, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.7.bn1.running_mean" [id=720, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.7.bn1.running_var" [id=721, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/7/bn1/batch_norm/0" [id=722, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/7/relu/0" [id=723, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/7/relu/0__0.0._scale_param_storage" [id=724, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/7/post_hook__dense3-7-relu-0__0[0]/symmetric_quantize/0" [id=725, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.7.conv1.weight" [id=726, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/7/conv1/conv2d/0__1.0._scale_param_storage" [id=727, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/7/conv1/pre_hook__dense3-7-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=728, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/7/conv1/conv2d/0" [id=729, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.7.bn2.weight" [id=730, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.7.bn2.bias" [id=731, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.7.bn2.running_mean" [id=732, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.7.bn2.running_var" [id=733, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/7/bn2/batch_norm/0" [id=734, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/7/relu/1" [id=735, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/7/relu/1__0.0._scale_param_storage" [id=736, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/7/post_hook__dense3-7-relu-1__0[0]/symmetric_quantize/0" [id=737, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.7.conv2.weight" [id=738, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/7/conv2/conv2d/0__1.0._scale_param_storage" [id=739, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/7/conv2/pre_hook__dense3-7-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=740, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/7/conv2/conv2d/0" [id=741, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/7/conv2/conv2d/0__0.0._scale_param_storage" [id=742, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/7/conv2/post_hook__dense3-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=743, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/7/cat/0" [id=744, metatype=PTCatMetatype, type=cat]; +"dense3.8.bn1.weight" [id=745, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.8.bn1.bias" [id=746, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.8.bn1.running_mean" [id=747, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.8.bn1.running_var" [id=748, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/8/bn1/batch_norm/0" [id=749, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/8/relu/0" [id=750, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/8/relu/0__0.0._scale_param_storage" [id=751, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/8/post_hook__dense3-8-relu-0__0[0]/symmetric_quantize/0" [id=752, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.8.conv1.weight" [id=753, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/8/conv1/conv2d/0__1.0._scale_param_storage" [id=754, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/8/conv1/pre_hook__dense3-8-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=755, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/8/conv1/conv2d/0" [id=756, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.8.bn2.weight" [id=757, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.8.bn2.bias" [id=758, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.8.bn2.running_mean" [id=759, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.8.bn2.running_var" [id=760, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/8/bn2/batch_norm/0" [id=761, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/8/relu/1" [id=762, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/8/relu/1__0.0._scale_param_storage" [id=763, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/8/post_hook__dense3-8-relu-1__0[0]/symmetric_quantize/0" [id=764, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.8.conv2.weight" [id=765, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/8/conv2/conv2d/0__1.0._scale_param_storage" [id=766, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/8/conv2/pre_hook__dense3-8-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=767, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/8/conv2/conv2d/0" [id=768, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/8/conv2/conv2d/0__0.0._scale_param_storage" [id=769, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/8/conv2/post_hook__dense3-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=770, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/8/cat/0" [id=771, metatype=PTCatMetatype, type=cat]; +"dense3.9.bn1.weight" [id=772, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.9.bn1.bias" [id=773, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.9.bn1.running_mean" [id=774, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.9.bn1.running_var" [id=775, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/9/bn1/batch_norm/0" [id=776, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/9/relu/0" [id=777, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/9/relu/0__0.0._scale_param_storage" [id=778, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/9/post_hook__dense3-9-relu-0__0[0]/symmetric_quantize/0" [id=779, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.9.conv1.weight" [id=780, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/9/conv1/conv2d/0__1.0._scale_param_storage" [id=781, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/9/conv1/pre_hook__dense3-9-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=782, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/9/conv1/conv2d/0" [id=783, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.9.bn2.weight" [id=784, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.9.bn2.bias" [id=785, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.9.bn2.running_mean" [id=786, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.9.bn2.running_var" [id=787, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/9/bn2/batch_norm/0" [id=788, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/9/relu/1" [id=789, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/9/relu/1__0.0._scale_param_storage" [id=790, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/9/post_hook__dense3-9-relu-1__0[0]/symmetric_quantize/0" [id=791, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.9.conv2.weight" [id=792, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/9/conv2/conv2d/0__1.0._scale_param_storage" [id=793, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/9/conv2/pre_hook__dense3-9-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=794, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/9/conv2/conv2d/0" [id=795, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/9/conv2/conv2d/0__0.0._scale_param_storage" [id=796, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/9/conv2/post_hook__dense3-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=797, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/9/cat/0" [id=798, metatype=PTCatMetatype, type=cat]; +"dense3.10.bn1.weight" [id=799, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.10.bn1.bias" [id=800, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.10.bn1.running_mean" [id=801, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.10.bn1.running_var" [id=802, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/10/bn1/batch_norm/0" [id=803, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/10/relu/0" [id=804, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/10/relu/0__0.0._scale_param_storage" [id=805, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/10/post_hook__dense3-10-relu-0__0[0]/symmetric_quantize/0" [id=806, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.10.conv1.weight" [id=807, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/10/conv1/conv2d/0__1.0._scale_param_storage" [id=808, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/10/conv1/pre_hook__dense3-10-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=809, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/10/conv1/conv2d/0" [id=810, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.10.bn2.weight" [id=811, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.10.bn2.bias" [id=812, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.10.bn2.running_mean" [id=813, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.10.bn2.running_var" [id=814, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/10/bn2/batch_norm/0" [id=815, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/10/relu/1" [id=816, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/10/relu/1__0.0._scale_param_storage" [id=817, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/10/post_hook__dense3-10-relu-1__0[0]/symmetric_quantize/0" [id=818, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.10.conv2.weight" [id=819, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/10/conv2/conv2d/0__1.0._scale_param_storage" [id=820, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/10/conv2/pre_hook__dense3-10-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=821, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/10/conv2/conv2d/0" [id=822, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/10/conv2/conv2d/0__0.0._scale_param_storage" [id=823, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/10/conv2/post_hook__dense3-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=824, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/10/cat/0" [id=825, metatype=PTCatMetatype, type=cat]; +"dense3.11.bn1.weight" [id=826, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.11.bn1.bias" [id=827, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.11.bn1.running_mean" [id=828, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.11.bn1.running_var" [id=829, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/11/bn1/batch_norm/0" [id=830, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/11/relu/0" [id=831, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/11/relu/0__0.0._scale_param_storage" [id=832, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/11/post_hook__dense3-11-relu-0__0[0]/symmetric_quantize/0" [id=833, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.11.conv1.weight" [id=834, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/11/conv1/conv2d/0__1.0._scale_param_storage" [id=835, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/11/conv1/pre_hook__dense3-11-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=836, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/11/conv1/conv2d/0" [id=837, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.11.bn2.weight" [id=838, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.11.bn2.bias" [id=839, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.11.bn2.running_mean" [id=840, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.11.bn2.running_var" [id=841, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/11/bn2/batch_norm/0" [id=842, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/11/relu/1" [id=843, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/11/relu/1__0.0._scale_param_storage" [id=844, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/11/post_hook__dense3-11-relu-1__0[0]/symmetric_quantize/0" [id=845, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.11.conv2.weight" [id=846, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/11/conv2/conv2d/0__1.0._scale_param_storage" [id=847, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/11/conv2/pre_hook__dense3-11-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=848, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/11/conv2/conv2d/0" [id=849, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/11/conv2/conv2d/0__0.0._scale_param_storage" [id=850, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/11/conv2/post_hook__dense3-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=851, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/11/cat/0" [id=852, metatype=PTCatMetatype, type=cat]; +"dense3.12.bn1.weight" [id=853, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.12.bn1.bias" [id=854, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.12.bn1.running_mean" [id=855, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.12.bn1.running_var" [id=856, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/12/bn1/batch_norm/0" [id=857, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/12/relu/0" [id=858, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/12/relu/0__0.0._scale_param_storage" [id=859, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/12/post_hook__dense3-12-relu-0__0[0]/symmetric_quantize/0" [id=860, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.12.conv1.weight" [id=861, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/12/conv1/conv2d/0__1.0._scale_param_storage" [id=862, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/12/conv1/pre_hook__dense3-12-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=863, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/12/conv1/conv2d/0" [id=864, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.12.bn2.weight" [id=865, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.12.bn2.bias" [id=866, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.12.bn2.running_mean" [id=867, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.12.bn2.running_var" [id=868, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/12/bn2/batch_norm/0" [id=869, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/12/relu/1" [id=870, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/12/relu/1__0.0._scale_param_storage" [id=871, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/12/post_hook__dense3-12-relu-1__0[0]/symmetric_quantize/0" [id=872, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.12.conv2.weight" [id=873, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/12/conv2/conv2d/0__1.0._scale_param_storage" [id=874, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/12/conv2/pre_hook__dense3-12-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=875, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/12/conv2/conv2d/0" [id=876, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/12/conv2/conv2d/0__0.0._scale_param_storage" [id=877, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/12/conv2/post_hook__dense3-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=878, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/12/cat/0" [id=879, metatype=PTCatMetatype, type=cat]; +"dense3.13.bn1.weight" [id=880, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.13.bn1.bias" [id=881, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.13.bn1.running_mean" [id=882, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.13.bn1.running_var" [id=883, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/13/bn1/batch_norm/0" [id=884, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/13/relu/0" [id=885, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/13/relu/0__0.0._scale_param_storage" [id=886, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/13/post_hook__dense3-13-relu-0__0[0]/symmetric_quantize/0" [id=887, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.13.conv1.weight" [id=888, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/13/conv1/conv2d/0__1.0._scale_param_storage" [id=889, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/13/conv1/pre_hook__dense3-13-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=890, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/13/conv1/conv2d/0" [id=891, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.13.bn2.weight" [id=892, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.13.bn2.bias" [id=893, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.13.bn2.running_mean" [id=894, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.13.bn2.running_var" [id=895, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/13/bn2/batch_norm/0" [id=896, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/13/relu/1" [id=897, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/13/relu/1__0.0._scale_param_storage" [id=898, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/13/post_hook__dense3-13-relu-1__0[0]/symmetric_quantize/0" [id=899, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.13.conv2.weight" [id=900, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/13/conv2/conv2d/0__1.0._scale_param_storage" [id=901, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/13/conv2/pre_hook__dense3-13-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=902, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/13/conv2/conv2d/0" [id=903, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/13/conv2/conv2d/0__0.0._scale_param_storage" [id=904, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/13/conv2/post_hook__dense3-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=905, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/13/cat/0" [id=906, metatype=PTCatMetatype, type=cat]; +"dense3.14.bn1.weight" [id=907, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.14.bn1.bias" [id=908, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.14.bn1.running_mean" [id=909, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.14.bn1.running_var" [id=910, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/14/bn1/batch_norm/0" [id=911, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/14/relu/0" [id=912, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/14/relu/0__0.0._scale_param_storage" [id=913, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/14/post_hook__dense3-14-relu-0__0[0]/symmetric_quantize/0" [id=914, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.14.conv1.weight" [id=915, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/14/conv1/conv2d/0__1.0._scale_param_storage" [id=916, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/14/conv1/pre_hook__dense3-14-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=917, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/14/conv1/conv2d/0" [id=918, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.14.bn2.weight" [id=919, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.14.bn2.bias" [id=920, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.14.bn2.running_mean" [id=921, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.14.bn2.running_var" [id=922, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/14/bn2/batch_norm/0" [id=923, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/14/relu/1" [id=924, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/14/relu/1__0.0._scale_param_storage" [id=925, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/14/post_hook__dense3-14-relu-1__0[0]/symmetric_quantize/0" [id=926, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.14.conv2.weight" [id=927, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/14/conv2/conv2d/0__1.0._scale_param_storage" [id=928, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/14/conv2/pre_hook__dense3-14-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=929, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/14/conv2/conv2d/0" [id=930, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/14/conv2/conv2d/0__0.0._scale_param_storage" [id=931, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/14/conv2/post_hook__dense3-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=932, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/14/cat/0" [id=933, metatype=PTCatMetatype, type=cat]; +"dense3.15.bn1.weight" [id=934, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.15.bn1.bias" [id=935, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.15.bn1.running_mean" [id=936, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.15.bn1.running_var" [id=937, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/15/bn1/batch_norm/0" [id=938, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/15/relu/0" [id=939, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/15/relu/0__0.0._scale_param_storage" [id=940, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/15/post_hook__dense3-15-relu-0__0[0]/symmetric_quantize/0" [id=941, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.15.conv1.weight" [id=942, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/15/conv1/conv2d/0__1.0._scale_param_storage" [id=943, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/15/conv1/pre_hook__dense3-15-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=944, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/15/conv1/conv2d/0" [id=945, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.15.bn2.weight" [id=946, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.15.bn2.bias" [id=947, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.15.bn2.running_mean" [id=948, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.15.bn2.running_var" [id=949, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/15/bn2/batch_norm/0" [id=950, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/15/relu/1" [id=951, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/15/relu/1__0.0._scale_param_storage" [id=952, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/15/post_hook__dense3-15-relu-1__0[0]/symmetric_quantize/0" [id=953, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.15.conv2.weight" [id=954, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/15/conv2/conv2d/0__1.0._scale_param_storage" [id=955, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/15/conv2/pre_hook__dense3-15-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=956, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/15/conv2/conv2d/0" [id=957, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/15/conv2/conv2d/0__0.0._scale_param_storage" [id=958, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/15/conv2/post_hook__dense3-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=959, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/15/cat/0" [id=960, metatype=PTCatMetatype, type=cat]; +"dense3.16.bn1.weight" [id=961, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.16.bn1.bias" [id=962, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.16.bn1.running_mean" [id=963, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.16.bn1.running_var" [id=964, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/16/bn1/batch_norm/0" [id=965, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/16/relu/0" [id=966, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/16/relu/0__0.0._scale_param_storage" [id=967, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/16/post_hook__dense3-16-relu-0__0[0]/symmetric_quantize/0" [id=968, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.16.conv1.weight" [id=969, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/16/conv1/conv2d/0__1.0._scale_param_storage" [id=970, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/16/conv1/pre_hook__dense3-16-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=971, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/16/conv1/conv2d/0" [id=972, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.16.bn2.weight" [id=973, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.16.bn2.bias" [id=974, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.16.bn2.running_mean" [id=975, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.16.bn2.running_var" [id=976, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/16/bn2/batch_norm/0" [id=977, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/16/relu/1" [id=978, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/16/relu/1__0.0._scale_param_storage" [id=979, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/16/post_hook__dense3-16-relu-1__0[0]/symmetric_quantize/0" [id=980, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.16.conv2.weight" [id=981, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/16/conv2/conv2d/0__1.0._scale_param_storage" [id=982, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/16/conv2/pre_hook__dense3-16-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=983, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/16/conv2/conv2d/0" [id=984, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/16/conv2/conv2d/0__0.0._scale_param_storage" [id=985, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/16/conv2/post_hook__dense3-16-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=986, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/16/cat/0" [id=987, metatype=PTCatMetatype, type=cat]; +"dense3.17.bn1.weight" [id=988, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.17.bn1.bias" [id=989, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.17.bn1.running_mean" [id=990, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.17.bn1.running_var" [id=991, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/17/bn1/batch_norm/0" [id=992, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/17/relu/0" [id=993, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/17/relu/0__0.0._scale_param_storage" [id=994, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/17/post_hook__dense3-17-relu-0__0[0]/symmetric_quantize/0" [id=995, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.17.conv1.weight" [id=996, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/17/conv1/conv2d/0__1.0._scale_param_storage" [id=997, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/17/conv1/pre_hook__dense3-17-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=998, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/17/conv1/conv2d/0" [id=999, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.17.bn2.weight" [id=1000, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.17.bn2.bias" [id=1001, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.17.bn2.running_mean" [id=1002, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.17.bn2.running_var" [id=1003, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/17/bn2/batch_norm/0" [id=1004, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/17/relu/1" [id=1005, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/17/relu/1__0.0._scale_param_storage" [id=1006, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/17/post_hook__dense3-17-relu-1__0[0]/symmetric_quantize/0" [id=1007, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.17.conv2.weight" [id=1008, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/17/conv2/conv2d/0__1.0._scale_param_storage" [id=1009, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/17/conv2/pre_hook__dense3-17-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1010, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/17/conv2/conv2d/0" [id=1011, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/17/conv2/conv2d/0__0.0._scale_param_storage" [id=1012, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/17/conv2/post_hook__dense3-17-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1013, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/17/cat/0" [id=1014, metatype=PTCatMetatype, type=cat]; +"dense3.18.bn1.weight" [id=1015, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.18.bn1.bias" [id=1016, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.18.bn1.running_mean" [id=1017, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.18.bn1.running_var" [id=1018, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/18/bn1/batch_norm/0" [id=1019, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/18/relu/0" [id=1020, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/18/relu/0__0.0._scale_param_storage" [id=1021, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/18/post_hook__dense3-18-relu-0__0[0]/symmetric_quantize/0" [id=1022, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.18.conv1.weight" [id=1023, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/18/conv1/conv2d/0__1.0._scale_param_storage" [id=1024, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/18/conv1/pre_hook__dense3-18-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1025, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/18/conv1/conv2d/0" [id=1026, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.18.bn2.weight" [id=1027, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.18.bn2.bias" [id=1028, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.18.bn2.running_mean" [id=1029, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.18.bn2.running_var" [id=1030, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/18/bn2/batch_norm/0" [id=1031, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/18/relu/1" [id=1032, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/18/relu/1__0.0._scale_param_storage" [id=1033, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/18/post_hook__dense3-18-relu-1__0[0]/symmetric_quantize/0" [id=1034, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.18.conv2.weight" [id=1035, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/18/conv2/conv2d/0__1.0._scale_param_storage" [id=1036, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/18/conv2/pre_hook__dense3-18-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1037, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/18/conv2/conv2d/0" [id=1038, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/18/conv2/conv2d/0__0.0._scale_param_storage" [id=1039, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/18/conv2/post_hook__dense3-18-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1040, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/18/cat/0" [id=1041, metatype=PTCatMetatype, type=cat]; +"dense3.19.bn1.weight" [id=1042, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.19.bn1.bias" [id=1043, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.19.bn1.running_mean" [id=1044, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.19.bn1.running_var" [id=1045, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/19/bn1/batch_norm/0" [id=1046, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/19/relu/0" [id=1047, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/19/relu/0__0.0._scale_param_storage" [id=1048, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/19/post_hook__dense3-19-relu-0__0[0]/symmetric_quantize/0" [id=1049, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.19.conv1.weight" [id=1050, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/19/conv1/conv2d/0__1.0._scale_param_storage" [id=1051, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/19/conv1/pre_hook__dense3-19-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1052, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/19/conv1/conv2d/0" [id=1053, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.19.bn2.weight" [id=1054, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.19.bn2.bias" [id=1055, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.19.bn2.running_mean" [id=1056, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.19.bn2.running_var" [id=1057, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/19/bn2/batch_norm/0" [id=1058, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/19/relu/1" [id=1059, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/19/relu/1__0.0._scale_param_storage" [id=1060, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/19/post_hook__dense3-19-relu-1__0[0]/symmetric_quantize/0" [id=1061, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.19.conv2.weight" [id=1062, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/19/conv2/conv2d/0__1.0._scale_param_storage" [id=1063, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/19/conv2/pre_hook__dense3-19-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1064, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/19/conv2/conv2d/0" [id=1065, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/19/conv2/conv2d/0__0.0._scale_param_storage" [id=1066, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/19/conv2/post_hook__dense3-19-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1067, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/19/cat/0" [id=1068, metatype=PTCatMetatype, type=cat]; +"dense3.20.bn1.weight" [id=1069, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.20.bn1.bias" [id=1070, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.20.bn1.running_mean" [id=1071, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.20.bn1.running_var" [id=1072, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/20/bn1/batch_norm/0" [id=1073, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/20/relu/0" [id=1074, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/20/relu/0__0.0._scale_param_storage" [id=1075, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/20/post_hook__dense3-20-relu-0__0[0]/symmetric_quantize/0" [id=1076, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.20.conv1.weight" [id=1077, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/20/conv1/conv2d/0__1.0._scale_param_storage" [id=1078, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/20/conv1/pre_hook__dense3-20-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1079, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/20/conv1/conv2d/0" [id=1080, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.20.bn2.weight" [id=1081, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.20.bn2.bias" [id=1082, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.20.bn2.running_mean" [id=1083, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.20.bn2.running_var" [id=1084, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/20/bn2/batch_norm/0" [id=1085, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/20/relu/1" [id=1086, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/20/relu/1__0.0._scale_param_storage" [id=1087, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/20/post_hook__dense3-20-relu-1__0[0]/symmetric_quantize/0" [id=1088, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.20.conv2.weight" [id=1089, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/20/conv2/conv2d/0__1.0._scale_param_storage" [id=1090, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/20/conv2/pre_hook__dense3-20-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1091, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/20/conv2/conv2d/0" [id=1092, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/20/conv2/conv2d/0__0.0._scale_param_storage" [id=1093, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/20/conv2/post_hook__dense3-20-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1094, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/20/cat/0" [id=1095, metatype=PTCatMetatype, type=cat]; +"dense3.21.bn1.weight" [id=1096, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.21.bn1.bias" [id=1097, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.21.bn1.running_mean" [id=1098, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.21.bn1.running_var" [id=1099, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/21/bn1/batch_norm/0" [id=1100, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/21/relu/0" [id=1101, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/21/relu/0__0.0._scale_param_storage" [id=1102, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/21/post_hook__dense3-21-relu-0__0[0]/symmetric_quantize/0" [id=1103, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.21.conv1.weight" [id=1104, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/21/conv1/conv2d/0__1.0._scale_param_storage" [id=1105, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/21/conv1/pre_hook__dense3-21-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1106, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/21/conv1/conv2d/0" [id=1107, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.21.bn2.weight" [id=1108, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.21.bn2.bias" [id=1109, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.21.bn2.running_mean" [id=1110, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.21.bn2.running_var" [id=1111, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/21/bn2/batch_norm/0" [id=1112, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/21/relu/1" [id=1113, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/21/relu/1__0.0._scale_param_storage" [id=1114, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/21/post_hook__dense3-21-relu-1__0[0]/symmetric_quantize/0" [id=1115, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.21.conv2.weight" [id=1116, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/21/conv2/conv2d/0__1.0._scale_param_storage" [id=1117, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/21/conv2/pre_hook__dense3-21-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1118, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/21/conv2/conv2d/0" [id=1119, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/21/conv2/conv2d/0__0.0._scale_param_storage" [id=1120, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/21/conv2/post_hook__dense3-21-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1121, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/21/cat/0" [id=1122, metatype=PTCatMetatype, type=cat]; +"dense3.22.bn1.weight" [id=1123, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.22.bn1.bias" [id=1124, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.22.bn1.running_mean" [id=1125, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.22.bn1.running_var" [id=1126, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/22/bn1/batch_norm/0" [id=1127, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/22/relu/0" [id=1128, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/22/relu/0__0.0._scale_param_storage" [id=1129, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/22/post_hook__dense3-22-relu-0__0[0]/symmetric_quantize/0" [id=1130, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.22.conv1.weight" [id=1131, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/22/conv1/conv2d/0__1.0._scale_param_storage" [id=1132, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/22/conv1/pre_hook__dense3-22-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1133, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/22/conv1/conv2d/0" [id=1134, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.22.bn2.weight" [id=1135, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.22.bn2.bias" [id=1136, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.22.bn2.running_mean" [id=1137, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.22.bn2.running_var" [id=1138, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/22/bn2/batch_norm/0" [id=1139, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/22/relu/1" [id=1140, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/22/relu/1__0.0._scale_param_storage" [id=1141, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/22/post_hook__dense3-22-relu-1__0[0]/symmetric_quantize/0" [id=1142, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.22.conv2.weight" [id=1143, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/22/conv2/conv2d/0__1.0._scale_param_storage" [id=1144, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/22/conv2/pre_hook__dense3-22-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1145, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/22/conv2/conv2d/0" [id=1146, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/22/conv2/conv2d/0__0.0._scale_param_storage" [id=1147, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/22/conv2/post_hook__dense3-22-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1148, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/22/cat/0" [id=1149, metatype=PTCatMetatype, type=cat]; +"dense3.23.bn1.weight" [id=1150, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.23.bn1.bias" [id=1151, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.23.bn1.running_mean" [id=1152, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.23.bn1.running_var" [id=1153, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/23/bn1/batch_norm/0" [id=1154, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/23/relu/0" [id=1155, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/23/relu/0__0.0._scale_param_storage" [id=1156, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/23/post_hook__dense3-23-relu-0__0[0]/symmetric_quantize/0" [id=1157, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.23.conv1.weight" [id=1158, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/23/conv1/conv2d/0__1.0._scale_param_storage" [id=1159, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/23/conv1/pre_hook__dense3-23-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1160, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/23/conv1/conv2d/0" [id=1161, metatype=PTConv2dMetatype, type=conv2d]; +"dense3.23.bn2.weight" [id=1162, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.23.bn2.bias" [id=1163, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.23.bn2.running_mean" [id=1164, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3.23.bn2.running_var" [id=1165, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/23/bn2/batch_norm/0" [id=1166, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense3/23/relu/1" [id=1167, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense3/23/relu/1__0.0._scale_param_storage" [id=1168, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/23/post_hook__dense3-23-relu-1__0[0]/symmetric_quantize/0" [id=1169, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3.23.conv2.weight" [id=1170, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense3/23/conv2/conv2d/0__1.0._scale_param_storage" [id=1171, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/23/conv2/pre_hook__dense3-23-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1172, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/23/conv2/conv2d/0" [id=1173, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense3/23/conv2/conv2d/0__0.0._scale_param_storage" [id=1174, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense3/23/conv2/post_hook__dense3-23-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1175, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense3/23/cat/0" [id=1176, metatype=PTCatMetatype, type=cat]; +"trans3.bn.weight" [id=1177, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans3.bn.bias" [id=1178, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans3.bn.running_mean" [id=1179, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans3.bn.running_var" [id=1180, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans3/bn/batch_norm/0" [id=1181, metatype=PTBatchNormMetatype, type=batch_norm]; +"trans3/relu/0" [id=1182, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.trans3/relu/0__0.0._scale_param_storage" [id=1183, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans3/post_hook__trans3-relu-0__0[0]/symmetric_quantize/0" [id=1184, metatype=UnknownMetatype, type=symmetric_quantize]; +"trans3.conv.weight" [id=1185, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.trans3/conv/conv2d/0__1.0._scale_param_storage" [id=1186, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans3/conv/pre_hook__trans3-conv-conv2d-0__1[0]/symmetric_quantize/0" [id=1187, metatype=UnknownMetatype, type=symmetric_quantize]; +"trans3/conv/conv2d/0" [id=1188, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.trans3/conv/conv2d/0__0.0._scale_param_storage" [id=1189, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans3/conv/post_hook__trans3-conv-conv2d-0__0[0]/symmetric_quantize/0" [id=1190, metatype=UnknownMetatype, type=symmetric_quantize]; +"trans3/avg_pool2d/0" [id=1191, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"__nncf_hooks.post_hooks.trans3/avg_pool2d/0__0.0._scale_param_storage" [id=1192, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"trans3/post_hook__trans3-avg_pool2d-0__0[0]/symmetric_quantize/0" [id=1193, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.0.bn1.weight" [id=1194, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.0.bn1.bias" [id=1195, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.0.bn1.running_mean" [id=1196, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.0.bn1.running_var" [id=1197, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/0/bn1/batch_norm/0" [id=1198, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/0/relu/0" [id=1199, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/0/relu/0__0.0._scale_param_storage" [id=1200, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/0/post_hook__dense4-0-relu-0__0[0]/symmetric_quantize/0" [id=1201, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.0.conv1.weight" [id=1202, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/0/conv1/conv2d/0__1.0._scale_param_storage" [id=1203, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/0/conv1/pre_hook__dense4-0-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1204, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/0/conv1/conv2d/0" [id=1205, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.0.bn2.weight" [id=1206, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.0.bn2.bias" [id=1207, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.0.bn2.running_mean" [id=1208, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.0.bn2.running_var" [id=1209, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/0/bn2/batch_norm/0" [id=1210, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/0/relu/1" [id=1211, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/0/relu/1__0.0._scale_param_storage" [id=1212, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/0/post_hook__dense4-0-relu-1__0[0]/symmetric_quantize/0" [id=1213, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.0.conv2.weight" [id=1214, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/0/conv2/conv2d/0__1.0._scale_param_storage" [id=1215, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/0/conv2/pre_hook__dense4-0-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1216, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/0/conv2/conv2d/0" [id=1217, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/0/conv2/conv2d/0__0.0._scale_param_storage" [id=1218, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/0/conv2/post_hook__dense4-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1219, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/0/cat/0" [id=1220, metatype=PTCatMetatype, type=cat]; +"dense4.1.bn1.weight" [id=1221, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.1.bn1.bias" [id=1222, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.1.bn1.running_mean" [id=1223, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.1.bn1.running_var" [id=1224, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/1/bn1/batch_norm/0" [id=1225, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/1/relu/0" [id=1226, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/1/relu/0__0.0._scale_param_storage" [id=1227, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/1/post_hook__dense4-1-relu-0__0[0]/symmetric_quantize/0" [id=1228, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.1.conv1.weight" [id=1229, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/1/conv1/conv2d/0__1.0._scale_param_storage" [id=1230, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/1/conv1/pre_hook__dense4-1-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1231, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/1/conv1/conv2d/0" [id=1232, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.1.bn2.weight" [id=1233, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.1.bn2.bias" [id=1234, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.1.bn2.running_mean" [id=1235, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.1.bn2.running_var" [id=1236, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/1/bn2/batch_norm/0" [id=1237, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/1/relu/1" [id=1238, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/1/relu/1__0.0._scale_param_storage" [id=1239, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/1/post_hook__dense4-1-relu-1__0[0]/symmetric_quantize/0" [id=1240, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.1.conv2.weight" [id=1241, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/1/conv2/conv2d/0__1.0._scale_param_storage" [id=1242, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/1/conv2/pre_hook__dense4-1-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1243, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/1/conv2/conv2d/0" [id=1244, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/1/conv2/conv2d/0__0.0._scale_param_storage" [id=1245, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/1/conv2/post_hook__dense4-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1246, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/1/cat/0" [id=1247, metatype=PTCatMetatype, type=cat]; +"dense4.2.bn1.weight" [id=1248, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.2.bn1.bias" [id=1249, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.2.bn1.running_mean" [id=1250, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.2.bn1.running_var" [id=1251, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/2/bn1/batch_norm/0" [id=1252, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/2/relu/0" [id=1253, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/2/relu/0__0.0._scale_param_storage" [id=1254, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/2/post_hook__dense4-2-relu-0__0[0]/symmetric_quantize/0" [id=1255, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.2.conv1.weight" [id=1256, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/2/conv1/conv2d/0__1.0._scale_param_storage" [id=1257, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/2/conv1/pre_hook__dense4-2-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1258, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/2/conv1/conv2d/0" [id=1259, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.2.bn2.weight" [id=1260, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.2.bn2.bias" [id=1261, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.2.bn2.running_mean" [id=1262, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.2.bn2.running_var" [id=1263, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/2/bn2/batch_norm/0" [id=1264, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/2/relu/1" [id=1265, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/2/relu/1__0.0._scale_param_storage" [id=1266, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/2/post_hook__dense4-2-relu-1__0[0]/symmetric_quantize/0" [id=1267, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.2.conv2.weight" [id=1268, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/2/conv2/conv2d/0__1.0._scale_param_storage" [id=1269, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/2/conv2/pre_hook__dense4-2-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1270, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/2/conv2/conv2d/0" [id=1271, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/2/conv2/conv2d/0__0.0._scale_param_storage" [id=1272, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/2/conv2/post_hook__dense4-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1273, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/2/cat/0" [id=1274, metatype=PTCatMetatype, type=cat]; +"dense4.3.bn1.weight" [id=1275, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.3.bn1.bias" [id=1276, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.3.bn1.running_mean" [id=1277, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.3.bn1.running_var" [id=1278, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/3/bn1/batch_norm/0" [id=1279, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/3/relu/0" [id=1280, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/3/relu/0__0.0._scale_param_storage" [id=1281, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/3/post_hook__dense4-3-relu-0__0[0]/symmetric_quantize/0" [id=1282, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.3.conv1.weight" [id=1283, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/3/conv1/conv2d/0__1.0._scale_param_storage" [id=1284, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/3/conv1/pre_hook__dense4-3-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1285, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/3/conv1/conv2d/0" [id=1286, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.3.bn2.weight" [id=1287, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.3.bn2.bias" [id=1288, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.3.bn2.running_mean" [id=1289, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.3.bn2.running_var" [id=1290, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/3/bn2/batch_norm/0" [id=1291, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/3/relu/1" [id=1292, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/3/relu/1__0.0._scale_param_storage" [id=1293, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/3/post_hook__dense4-3-relu-1__0[0]/symmetric_quantize/0" [id=1294, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.3.conv2.weight" [id=1295, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/3/conv2/conv2d/0__1.0._scale_param_storage" [id=1296, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/3/conv2/pre_hook__dense4-3-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1297, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/3/conv2/conv2d/0" [id=1298, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/3/conv2/conv2d/0__0.0._scale_param_storage" [id=1299, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/3/conv2/post_hook__dense4-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1300, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/3/cat/0" [id=1301, metatype=PTCatMetatype, type=cat]; +"dense4.4.bn1.weight" [id=1302, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.4.bn1.bias" [id=1303, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.4.bn1.running_mean" [id=1304, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.4.bn1.running_var" [id=1305, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/4/bn1/batch_norm/0" [id=1306, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/4/relu/0" [id=1307, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/4/relu/0__0.0._scale_param_storage" [id=1308, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/4/post_hook__dense4-4-relu-0__0[0]/symmetric_quantize/0" [id=1309, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.4.conv1.weight" [id=1310, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/4/conv1/conv2d/0__1.0._scale_param_storage" [id=1311, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/4/conv1/pre_hook__dense4-4-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1312, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/4/conv1/conv2d/0" [id=1313, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.4.bn2.weight" [id=1314, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.4.bn2.bias" [id=1315, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.4.bn2.running_mean" [id=1316, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.4.bn2.running_var" [id=1317, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/4/bn2/batch_norm/0" [id=1318, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/4/relu/1" [id=1319, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/4/relu/1__0.0._scale_param_storage" [id=1320, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/4/post_hook__dense4-4-relu-1__0[0]/symmetric_quantize/0" [id=1321, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.4.conv2.weight" [id=1322, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/4/conv2/conv2d/0__1.0._scale_param_storage" [id=1323, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/4/conv2/pre_hook__dense4-4-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1324, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/4/conv2/conv2d/0" [id=1325, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/4/conv2/conv2d/0__0.0._scale_param_storage" [id=1326, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/4/conv2/post_hook__dense4-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1327, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/4/cat/0" [id=1328, metatype=PTCatMetatype, type=cat]; +"dense4.5.bn1.weight" [id=1329, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.5.bn1.bias" [id=1330, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.5.bn1.running_mean" [id=1331, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.5.bn1.running_var" [id=1332, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/5/bn1/batch_norm/0" [id=1333, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/5/relu/0" [id=1334, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/5/relu/0__0.0._scale_param_storage" [id=1335, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/5/post_hook__dense4-5-relu-0__0[0]/symmetric_quantize/0" [id=1336, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.5.conv1.weight" [id=1337, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/5/conv1/conv2d/0__1.0._scale_param_storage" [id=1338, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/5/conv1/pre_hook__dense4-5-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1339, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/5/conv1/conv2d/0" [id=1340, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.5.bn2.weight" [id=1341, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.5.bn2.bias" [id=1342, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.5.bn2.running_mean" [id=1343, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.5.bn2.running_var" [id=1344, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/5/bn2/batch_norm/0" [id=1345, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/5/relu/1" [id=1346, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/5/relu/1__0.0._scale_param_storage" [id=1347, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/5/post_hook__dense4-5-relu-1__0[0]/symmetric_quantize/0" [id=1348, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.5.conv2.weight" [id=1349, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/5/conv2/conv2d/0__1.0._scale_param_storage" [id=1350, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/5/conv2/pre_hook__dense4-5-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1351, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/5/conv2/conv2d/0" [id=1352, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/5/conv2/conv2d/0__0.0._scale_param_storage" [id=1353, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/5/conv2/post_hook__dense4-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1354, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/5/cat/0" [id=1355, metatype=PTCatMetatype, type=cat]; +"dense4.6.bn1.weight" [id=1356, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.6.bn1.bias" [id=1357, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.6.bn1.running_mean" [id=1358, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.6.bn1.running_var" [id=1359, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/6/bn1/batch_norm/0" [id=1360, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/6/relu/0" [id=1361, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/6/relu/0__0.0._scale_param_storage" [id=1362, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/6/post_hook__dense4-6-relu-0__0[0]/symmetric_quantize/0" [id=1363, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.6.conv1.weight" [id=1364, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/6/conv1/conv2d/0__1.0._scale_param_storage" [id=1365, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/6/conv1/pre_hook__dense4-6-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1366, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/6/conv1/conv2d/0" [id=1367, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.6.bn2.weight" [id=1368, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.6.bn2.bias" [id=1369, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.6.bn2.running_mean" [id=1370, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.6.bn2.running_var" [id=1371, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/6/bn2/batch_norm/0" [id=1372, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/6/relu/1" [id=1373, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/6/relu/1__0.0._scale_param_storage" [id=1374, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/6/post_hook__dense4-6-relu-1__0[0]/symmetric_quantize/0" [id=1375, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.6.conv2.weight" [id=1376, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/6/conv2/conv2d/0__1.0._scale_param_storage" [id=1377, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/6/conv2/pre_hook__dense4-6-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1378, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/6/conv2/conv2d/0" [id=1379, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/6/conv2/conv2d/0__0.0._scale_param_storage" [id=1380, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/6/conv2/post_hook__dense4-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1381, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/6/cat/0" [id=1382, metatype=PTCatMetatype, type=cat]; +"dense4.7.bn1.weight" [id=1383, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.7.bn1.bias" [id=1384, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.7.bn1.running_mean" [id=1385, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.7.bn1.running_var" [id=1386, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/7/bn1/batch_norm/0" [id=1387, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/7/relu/0" [id=1388, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/7/relu/0__0.0._scale_param_storage" [id=1389, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/7/post_hook__dense4-7-relu-0__0[0]/symmetric_quantize/0" [id=1390, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.7.conv1.weight" [id=1391, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/7/conv1/conv2d/0__1.0._scale_param_storage" [id=1392, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/7/conv1/pre_hook__dense4-7-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1393, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/7/conv1/conv2d/0" [id=1394, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.7.bn2.weight" [id=1395, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.7.bn2.bias" [id=1396, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.7.bn2.running_mean" [id=1397, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.7.bn2.running_var" [id=1398, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/7/bn2/batch_norm/0" [id=1399, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/7/relu/1" [id=1400, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/7/relu/1__0.0._scale_param_storage" [id=1401, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/7/post_hook__dense4-7-relu-1__0[0]/symmetric_quantize/0" [id=1402, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.7.conv2.weight" [id=1403, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/7/conv2/conv2d/0__1.0._scale_param_storage" [id=1404, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/7/conv2/pre_hook__dense4-7-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1405, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/7/conv2/conv2d/0" [id=1406, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/7/conv2/conv2d/0__0.0._scale_param_storage" [id=1407, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/7/conv2/post_hook__dense4-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1408, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/7/cat/0" [id=1409, metatype=PTCatMetatype, type=cat]; +"dense4.8.bn1.weight" [id=1410, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.8.bn1.bias" [id=1411, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.8.bn1.running_mean" [id=1412, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.8.bn1.running_var" [id=1413, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/8/bn1/batch_norm/0" [id=1414, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/8/relu/0" [id=1415, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/8/relu/0__0.0._scale_param_storage" [id=1416, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/8/post_hook__dense4-8-relu-0__0[0]/symmetric_quantize/0" [id=1417, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.8.conv1.weight" [id=1418, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/8/conv1/conv2d/0__1.0._scale_param_storage" [id=1419, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/8/conv1/pre_hook__dense4-8-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1420, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/8/conv1/conv2d/0" [id=1421, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.8.bn2.weight" [id=1422, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.8.bn2.bias" [id=1423, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.8.bn2.running_mean" [id=1424, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.8.bn2.running_var" [id=1425, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/8/bn2/batch_norm/0" [id=1426, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/8/relu/1" [id=1427, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/8/relu/1__0.0._scale_param_storage" [id=1428, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/8/post_hook__dense4-8-relu-1__0[0]/symmetric_quantize/0" [id=1429, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.8.conv2.weight" [id=1430, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/8/conv2/conv2d/0__1.0._scale_param_storage" [id=1431, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/8/conv2/pre_hook__dense4-8-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1432, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/8/conv2/conv2d/0" [id=1433, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/8/conv2/conv2d/0__0.0._scale_param_storage" [id=1434, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/8/conv2/post_hook__dense4-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1435, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/8/cat/0" [id=1436, metatype=PTCatMetatype, type=cat]; +"dense4.9.bn1.weight" [id=1437, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.9.bn1.bias" [id=1438, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.9.bn1.running_mean" [id=1439, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.9.bn1.running_var" [id=1440, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/9/bn1/batch_norm/0" [id=1441, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/9/relu/0" [id=1442, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/9/relu/0__0.0._scale_param_storage" [id=1443, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/9/post_hook__dense4-9-relu-0__0[0]/symmetric_quantize/0" [id=1444, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.9.conv1.weight" [id=1445, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/9/conv1/conv2d/0__1.0._scale_param_storage" [id=1446, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/9/conv1/pre_hook__dense4-9-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1447, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/9/conv1/conv2d/0" [id=1448, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.9.bn2.weight" [id=1449, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.9.bn2.bias" [id=1450, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.9.bn2.running_mean" [id=1451, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.9.bn2.running_var" [id=1452, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/9/bn2/batch_norm/0" [id=1453, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/9/relu/1" [id=1454, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/9/relu/1__0.0._scale_param_storage" [id=1455, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/9/post_hook__dense4-9-relu-1__0[0]/symmetric_quantize/0" [id=1456, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.9.conv2.weight" [id=1457, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/9/conv2/conv2d/0__1.0._scale_param_storage" [id=1458, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/9/conv2/pre_hook__dense4-9-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1459, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/9/conv2/conv2d/0" [id=1460, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/9/conv2/conv2d/0__0.0._scale_param_storage" [id=1461, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/9/conv2/post_hook__dense4-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1462, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/9/cat/0" [id=1463, metatype=PTCatMetatype, type=cat]; +"dense4.10.bn1.weight" [id=1464, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.10.bn1.bias" [id=1465, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.10.bn1.running_mean" [id=1466, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.10.bn1.running_var" [id=1467, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/10/bn1/batch_norm/0" [id=1468, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/10/relu/0" [id=1469, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/10/relu/0__0.0._scale_param_storage" [id=1470, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/10/post_hook__dense4-10-relu-0__0[0]/symmetric_quantize/0" [id=1471, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.10.conv1.weight" [id=1472, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/10/conv1/conv2d/0__1.0._scale_param_storage" [id=1473, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/10/conv1/pre_hook__dense4-10-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1474, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/10/conv1/conv2d/0" [id=1475, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.10.bn2.weight" [id=1476, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.10.bn2.bias" [id=1477, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.10.bn2.running_mean" [id=1478, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.10.bn2.running_var" [id=1479, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/10/bn2/batch_norm/0" [id=1480, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/10/relu/1" [id=1481, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/10/relu/1__0.0._scale_param_storage" [id=1482, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/10/post_hook__dense4-10-relu-1__0[0]/symmetric_quantize/0" [id=1483, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.10.conv2.weight" [id=1484, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/10/conv2/conv2d/0__1.0._scale_param_storage" [id=1485, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/10/conv2/pre_hook__dense4-10-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1486, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/10/conv2/conv2d/0" [id=1487, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/10/conv2/conv2d/0__0.0._scale_param_storage" [id=1488, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/10/conv2/post_hook__dense4-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1489, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/10/cat/0" [id=1490, metatype=PTCatMetatype, type=cat]; +"dense4.11.bn1.weight" [id=1491, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.11.bn1.bias" [id=1492, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.11.bn1.running_mean" [id=1493, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.11.bn1.running_var" [id=1494, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/11/bn1/batch_norm/0" [id=1495, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/11/relu/0" [id=1496, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/11/relu/0__0.0._scale_param_storage" [id=1497, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/11/post_hook__dense4-11-relu-0__0[0]/symmetric_quantize/0" [id=1498, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.11.conv1.weight" [id=1499, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/11/conv1/conv2d/0__1.0._scale_param_storage" [id=1500, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/11/conv1/pre_hook__dense4-11-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1501, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/11/conv1/conv2d/0" [id=1502, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.11.bn2.weight" [id=1503, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.11.bn2.bias" [id=1504, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.11.bn2.running_mean" [id=1505, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.11.bn2.running_var" [id=1506, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/11/bn2/batch_norm/0" [id=1507, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/11/relu/1" [id=1508, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/11/relu/1__0.0._scale_param_storage" [id=1509, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/11/post_hook__dense4-11-relu-1__0[0]/symmetric_quantize/0" [id=1510, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.11.conv2.weight" [id=1511, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/11/conv2/conv2d/0__1.0._scale_param_storage" [id=1512, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/11/conv2/pre_hook__dense4-11-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1513, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/11/conv2/conv2d/0" [id=1514, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/11/conv2/conv2d/0__0.0._scale_param_storage" [id=1515, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/11/conv2/post_hook__dense4-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1516, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/11/cat/0" [id=1517, metatype=PTCatMetatype, type=cat]; +"dense4.12.bn1.weight" [id=1518, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.12.bn1.bias" [id=1519, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.12.bn1.running_mean" [id=1520, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.12.bn1.running_var" [id=1521, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/12/bn1/batch_norm/0" [id=1522, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/12/relu/0" [id=1523, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/12/relu/0__0.0._scale_param_storage" [id=1524, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/12/post_hook__dense4-12-relu-0__0[0]/symmetric_quantize/0" [id=1525, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.12.conv1.weight" [id=1526, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/12/conv1/conv2d/0__1.0._scale_param_storage" [id=1527, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/12/conv1/pre_hook__dense4-12-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1528, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/12/conv1/conv2d/0" [id=1529, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.12.bn2.weight" [id=1530, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.12.bn2.bias" [id=1531, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.12.bn2.running_mean" [id=1532, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.12.bn2.running_var" [id=1533, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/12/bn2/batch_norm/0" [id=1534, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/12/relu/1" [id=1535, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/12/relu/1__0.0._scale_param_storage" [id=1536, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/12/post_hook__dense4-12-relu-1__0[0]/symmetric_quantize/0" [id=1537, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.12.conv2.weight" [id=1538, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/12/conv2/conv2d/0__1.0._scale_param_storage" [id=1539, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/12/conv2/pre_hook__dense4-12-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1540, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/12/conv2/conv2d/0" [id=1541, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/12/conv2/conv2d/0__0.0._scale_param_storage" [id=1542, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/12/conv2/post_hook__dense4-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1543, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/12/cat/0" [id=1544, metatype=PTCatMetatype, type=cat]; +"dense4.13.bn1.weight" [id=1545, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.13.bn1.bias" [id=1546, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.13.bn1.running_mean" [id=1547, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.13.bn1.running_var" [id=1548, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/13/bn1/batch_norm/0" [id=1549, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/13/relu/0" [id=1550, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/13/relu/0__0.0._scale_param_storage" [id=1551, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/13/post_hook__dense4-13-relu-0__0[0]/symmetric_quantize/0" [id=1552, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.13.conv1.weight" [id=1553, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/13/conv1/conv2d/0__1.0._scale_param_storage" [id=1554, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/13/conv1/pre_hook__dense4-13-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1555, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/13/conv1/conv2d/0" [id=1556, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.13.bn2.weight" [id=1557, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.13.bn2.bias" [id=1558, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.13.bn2.running_mean" [id=1559, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.13.bn2.running_var" [id=1560, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/13/bn2/batch_norm/0" [id=1561, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/13/relu/1" [id=1562, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/13/relu/1__0.0._scale_param_storage" [id=1563, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/13/post_hook__dense4-13-relu-1__0[0]/symmetric_quantize/0" [id=1564, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.13.conv2.weight" [id=1565, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/13/conv2/conv2d/0__1.0._scale_param_storage" [id=1566, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/13/conv2/pre_hook__dense4-13-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1567, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/13/conv2/conv2d/0" [id=1568, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/13/conv2/conv2d/0__0.0._scale_param_storage" [id=1569, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/13/conv2/post_hook__dense4-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1570, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/13/cat/0" [id=1571, metatype=PTCatMetatype, type=cat]; +"dense4.14.bn1.weight" [id=1572, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.14.bn1.bias" [id=1573, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.14.bn1.running_mean" [id=1574, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.14.bn1.running_var" [id=1575, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/14/bn1/batch_norm/0" [id=1576, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/14/relu/0" [id=1577, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/14/relu/0__0.0._scale_param_storage" [id=1578, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/14/post_hook__dense4-14-relu-0__0[0]/symmetric_quantize/0" [id=1579, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.14.conv1.weight" [id=1580, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/14/conv1/conv2d/0__1.0._scale_param_storage" [id=1581, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/14/conv1/pre_hook__dense4-14-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1582, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/14/conv1/conv2d/0" [id=1583, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.14.bn2.weight" [id=1584, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.14.bn2.bias" [id=1585, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.14.bn2.running_mean" [id=1586, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.14.bn2.running_var" [id=1587, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/14/bn2/batch_norm/0" [id=1588, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/14/relu/1" [id=1589, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/14/relu/1__0.0._scale_param_storage" [id=1590, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/14/post_hook__dense4-14-relu-1__0[0]/symmetric_quantize/0" [id=1591, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.14.conv2.weight" [id=1592, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/14/conv2/conv2d/0__1.0._scale_param_storage" [id=1593, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/14/conv2/pre_hook__dense4-14-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1594, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/14/conv2/conv2d/0" [id=1595, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/14/conv2/conv2d/0__0.0._scale_param_storage" [id=1596, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/14/conv2/post_hook__dense4-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1597, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/14/cat/0" [id=1598, metatype=PTCatMetatype, type=cat]; +"dense4.15.bn1.weight" [id=1599, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.15.bn1.bias" [id=1600, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.15.bn1.running_mean" [id=1601, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.15.bn1.running_var" [id=1602, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/15/bn1/batch_norm/0" [id=1603, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/15/relu/0" [id=1604, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/15/relu/0__0.0._scale_param_storage" [id=1605, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/15/post_hook__dense4-15-relu-0__0[0]/symmetric_quantize/0" [id=1606, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.15.conv1.weight" [id=1607, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/15/conv1/conv2d/0__1.0._scale_param_storage" [id=1608, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/15/conv1/pre_hook__dense4-15-conv1-conv2d-0__1[0]/symmetric_quantize/0" [id=1609, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/15/conv1/conv2d/0" [id=1610, metatype=PTConv2dMetatype, type=conv2d]; +"dense4.15.bn2.weight" [id=1611, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.15.bn2.bias" [id=1612, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.15.bn2.running_mean" [id=1613, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4.15.bn2.running_var" [id=1614, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/15/bn2/batch_norm/0" [id=1615, metatype=PTBatchNormMetatype, type=batch_norm]; +"dense4/15/relu/1" [id=1616, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks.dense4/15/relu/1__0.0._scale_param_storage" [id=1617, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/15/post_hook__dense4-15-relu-1__0[0]/symmetric_quantize/0" [id=1618, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4.15.conv2.weight" [id=1619, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.dense4/15/conv2/conv2d/0__1.0._scale_param_storage" [id=1620, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/15/conv2/pre_hook__dense4-15-conv2-conv2d-0__1[0]/symmetric_quantize/0" [id=1621, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/15/conv2/conv2d/0" [id=1622, metatype=PTConv2dMetatype, type=conv2d]; +"__nncf_hooks.post_hooks.dense4/15/conv2/conv2d/0__0.0._scale_param_storage" [id=1623, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"dense4/15/conv2/post_hook__dense4-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" [id=1624, metatype=UnknownMetatype, type=symmetric_quantize]; +"dense4/15/cat/0" [id=1625, metatype=PTCatMetatype, type=cat]; +"bn.weight" [id=1626, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn.bias" [id=1627, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn.running_mean" [id=1628, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn.running_var" [id=1629, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"bn/batch_norm/0" [id=1630, metatype=PTBatchNormMetatype, type=batch_norm]; +"/relu/0" [id=1631, metatype=PTRELUMetatype, type=relu]; +"__nncf_hooks.post_hooks./relu/0__0.0._scale_param_storage" [id=1632, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"post_hook__-relu-0__0[0]/symmetric_quantize/0" [id=1633, metatype=UnknownMetatype, type=symmetric_quantize]; +"/avg_pool2d/0" [id=1634, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; +"__nncf_hooks.post_hooks./avg_pool2d/0__0.0._scale_param_storage" [id=1635, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"post_hook__-avg_pool2d-0__0[0]/symmetric_quantize/0" [id=1636, metatype=UnknownMetatype, type=symmetric_quantize]; +"/view/0" [id=1637, metatype=PTReshapeMetatype, type=view]; +"linear.weight" [id=1638, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"linear.bias" [id=1639, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"__nncf_hooks.pre_hooks.linear/linear/0__1.0._scale_param_storage" [id=1640, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"linear/pre_hook__linear-linear-0__1[0]/symmetric_quantize/0" [id=1641, metatype=UnknownMetatype, type=symmetric_quantize]; +"linear/linear/0" [id=1642, metatype=PTLinearMetatype, type=linear]; +output [id=1643, metatype=PTOutputNoopMetatype, type=nncf_model_output]; x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3, 32, 32)"]; "__nncf_hooks.post_hooks.x__0.0._scale_param_storage" -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "post_hook__x__0[0]/symmetric_quantize/0" -> "conv1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 3, 32, 32)"]; @@ -1768,7 +1652,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "conv1/conv2d/0" -> "conv1/post_hook__conv1-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 32, 32)"]; "__nncf_hooks.post_hooks.conv1/conv2d/0__0.0._scale_param_storage" -> "conv1/post_hook__conv1-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "conv1/post_hook__conv1-conv2d-0__0[0]/symmetric_quantize/0" -> "dense1/0/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 32, 32)"]; -"conv1/post_hook__conv1-conv2d-0__0[0]/symmetric_quantize/0" -> "dense1/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 32, 32)"]; +"conv1/post_hook__conv1-conv2d-0__0[0]/symmetric_quantize/0" -> "dense1/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 64, 32, 32)"]; "dense1.0.bn1.weight" -> "dense1/0/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64,)"]; "dense1.0.bn1.bias" -> "dense1/0/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; "dense1.0.bn1.running_mean" -> "dense1/0/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; @@ -1795,10 +1679,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense1/0/conv2/conv2d/0" -> "dense1/0/conv2/post_hook__dense1-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; "__nncf_hooks.post_hooks.dense1/0/conv2/conv2d/0__0.0._scale_param_storage" -> "dense1/0/conv2/post_hook__dense1-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense1/0/conv2/post_hook__dense1-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense1/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; -"dense1/0/cat/0" -> "dense1/0/post_hook__dense1-0-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 32, 32)"]; -"__nncf_hooks.post_hooks.dense1/0/cat/0__0.0._scale_param_storage" -> "dense1/0/post_hook__dense1-0-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense1/0/post_hook__dense1-0-cat-0__0[0]/symmetric_quantize/0" -> "dense1/1/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 32, 32)"]; -"dense1/0/post_hook__dense1-0-cat-0__0[0]/symmetric_quantize/0" -> "dense1/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 32, 32)"]; +"dense1/0/cat/0" -> "dense1/1/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 32, 32)"]; +"dense1/0/cat/0" -> "dense1/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 32, 32)"]; "dense1.1.bn1.weight" -> "dense1/1/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(96,)"]; "dense1.1.bn1.bias" -> "dense1/1/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(96,)"]; "dense1.1.bn1.running_mean" -> "dense1/1/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; @@ -1825,10 +1707,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense1/1/conv2/conv2d/0" -> "dense1/1/conv2/post_hook__dense1-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; "__nncf_hooks.post_hooks.dense1/1/conv2/conv2d/0__0.0._scale_param_storage" -> "dense1/1/conv2/post_hook__dense1-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense1/1/conv2/post_hook__dense1-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense1/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; -"dense1/1/cat/0" -> "dense1/1/post_hook__dense1-1-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; -"__nncf_hooks.post_hooks.dense1/1/cat/0__0.0._scale_param_storage" -> "dense1/1/post_hook__dense1-1-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense1/1/post_hook__dense1-1-cat-0__0[0]/symmetric_quantize/0" -> "dense1/2/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; -"dense1/1/post_hook__dense1-1-cat-0__0[0]/symmetric_quantize/0" -> "dense1/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; +"dense1/1/cat/0" -> "dense1/2/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; +"dense1/1/cat/0" -> "dense1/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 128, 32, 32)"]; "dense1.2.bn1.weight" -> "dense1/2/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128,)"]; "dense1.2.bn1.bias" -> "dense1/2/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; "dense1.2.bn1.running_mean" -> "dense1/2/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(128,)"]; @@ -1855,10 +1735,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense1/2/conv2/conv2d/0" -> "dense1/2/conv2/post_hook__dense1-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; "__nncf_hooks.post_hooks.dense1/2/conv2/conv2d/0__0.0._scale_param_storage" -> "dense1/2/conv2/post_hook__dense1-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense1/2/conv2/post_hook__dense1-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense1/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; -"dense1/2/cat/0" -> "dense1/2/post_hook__dense1-2-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 32, 32)"]; -"__nncf_hooks.post_hooks.dense1/2/cat/0__0.0._scale_param_storage" -> "dense1/2/post_hook__dense1-2-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense1/2/post_hook__dense1-2-cat-0__0[0]/symmetric_quantize/0" -> "dense1/3/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 32, 32)"]; -"dense1/2/post_hook__dense1-2-cat-0__0[0]/symmetric_quantize/0" -> "dense1/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 32, 32)"]; +"dense1/2/cat/0" -> "dense1/3/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 32, 32)"]; +"dense1/2/cat/0" -> "dense1/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 160, 32, 32)"]; "dense1.3.bn1.weight" -> "dense1/3/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160,)"]; "dense1.3.bn1.bias" -> "dense1/3/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(160,)"]; "dense1.3.bn1.running_mean" -> "dense1/3/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(160,)"]; @@ -1885,10 +1763,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense1/3/conv2/conv2d/0" -> "dense1/3/conv2/post_hook__dense1-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; "__nncf_hooks.post_hooks.dense1/3/conv2/conv2d/0__0.0._scale_param_storage" -> "dense1/3/conv2/post_hook__dense1-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense1/3/conv2/post_hook__dense1-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense1/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; -"dense1/3/cat/0" -> "dense1/3/post_hook__dense1-3-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 32, 32)"]; -"__nncf_hooks.post_hooks.dense1/3/cat/0__0.0._scale_param_storage" -> "dense1/3/post_hook__dense1-3-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense1/3/post_hook__dense1-3-cat-0__0[0]/symmetric_quantize/0" -> "dense1/4/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 32, 32)"]; -"dense1/3/post_hook__dense1-3-cat-0__0[0]/symmetric_quantize/0" -> "dense1/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 32, 32)"]; +"dense1/3/cat/0" -> "dense1/4/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 32, 32)"]; +"dense1/3/cat/0" -> "dense1/4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 32, 32)"]; "dense1.4.bn1.weight" -> "dense1/4/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192,)"]; "dense1.4.bn1.bias" -> "dense1/4/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(192,)"]; "dense1.4.bn1.running_mean" -> "dense1/4/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; @@ -1915,10 +1791,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense1/4/conv2/conv2d/0" -> "dense1/4/conv2/post_hook__dense1-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; "__nncf_hooks.post_hooks.dense1/4/conv2/conv2d/0__0.0._scale_param_storage" -> "dense1/4/conv2/post_hook__dense1-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense1/4/conv2/post_hook__dense1-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense1/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; -"dense1/4/cat/0" -> "dense1/4/post_hook__dense1-4-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 32, 32)"]; -"__nncf_hooks.post_hooks.dense1/4/cat/0__0.0._scale_param_storage" -> "dense1/4/post_hook__dense1-4-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense1/4/post_hook__dense1-4-cat-0__0[0]/symmetric_quantize/0" -> "dense1/5/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 32, 32)"]; -"dense1/4/post_hook__dense1-4-cat-0__0[0]/symmetric_quantize/0" -> "dense1/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 32, 32)"]; +"dense1/4/cat/0" -> "dense1/5/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 32, 32)"]; +"dense1/4/cat/0" -> "dense1/5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 224, 32, 32)"]; "dense1.5.bn1.weight" -> "dense1/5/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(224,)"]; "dense1.5.bn1.bias" -> "dense1/5/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(224,)"]; "dense1.5.bn1.running_mean" -> "dense1/5/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(224,)"]; @@ -1945,9 +1819,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense1/5/conv2/conv2d/0" -> "dense1/5/conv2/post_hook__dense1-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; "__nncf_hooks.post_hooks.dense1/5/conv2/conv2d/0__0.0._scale_param_storage" -> "dense1/5/conv2/post_hook__dense1-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense1/5/conv2/post_hook__dense1-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense1/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; -"dense1/5/cat/0" -> "dense1/5/post_hook__dense1-5-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 32, 32)"]; -"__nncf_hooks.post_hooks.dense1/5/cat/0__0.0._scale_param_storage" -> "dense1/5/post_hook__dense1-5-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense1/5/post_hook__dense1-5-cat-0__0[0]/symmetric_quantize/0" -> "trans1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 32, 32)"]; +"dense1/5/cat/0" -> "trans1/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 32, 32)"]; "trans1.bn.weight" -> "trans1/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256,)"]; "trans1.bn.bias" -> "trans1/bn/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(256,)"]; "trans1.bn.running_mean" -> "trans1/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(256,)"]; @@ -1965,7 +1837,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "trans1/avg_pool2d/0" -> "trans1/post_hook__trans1-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "__nncf_hooks.post_hooks.trans1/avg_pool2d/0__0.0._scale_param_storage" -> "trans1/post_hook__trans1-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "trans1/post_hook__trans1-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "dense2/0/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; -"trans1/post_hook__trans1-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "dense2/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; +"trans1/post_hook__trans1-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "dense2/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 128, 16, 16)"]; "dense2.0.bn1.weight" -> "dense2/0/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128,)"]; "dense2.0.bn1.bias" -> "dense2/0/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; "dense2.0.bn1.running_mean" -> "dense2/0/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(128,)"]; @@ -1992,10 +1864,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/0/conv2/conv2d/0" -> "dense2/0/conv2/post_hook__dense2-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/0/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/0/conv2/post_hook__dense2-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/0/conv2/post_hook__dense2-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/0/cat/0" -> "dense2/0/post_hook__dense2-0-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/0/cat/0__0.0._scale_param_storage" -> "dense2/0/post_hook__dense2-0-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/0/post_hook__dense2-0-cat-0__0[0]/symmetric_quantize/0" -> "dense2/1/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 16, 16)"]; -"dense2/0/post_hook__dense2-0-cat-0__0[0]/symmetric_quantize/0" -> "dense2/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 16, 16)"]; +"dense2/0/cat/0" -> "dense2/1/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 160, 16, 16)"]; +"dense2/0/cat/0" -> "dense2/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 160, 16, 16)"]; "dense2.1.bn1.weight" -> "dense2/1/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160,)"]; "dense2.1.bn1.bias" -> "dense2/1/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(160,)"]; "dense2.1.bn1.running_mean" -> "dense2/1/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(160,)"]; @@ -2022,10 +1892,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/1/conv2/conv2d/0" -> "dense2/1/conv2/post_hook__dense2-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/1/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/1/conv2/post_hook__dense2-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/1/conv2/post_hook__dense2-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/1/cat/0" -> "dense2/1/post_hook__dense2-1-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/1/cat/0__0.0._scale_param_storage" -> "dense2/1/post_hook__dense2-1-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/1/post_hook__dense2-1-cat-0__0[0]/symmetric_quantize/0" -> "dense2/2/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 16, 16)"]; -"dense2/1/post_hook__dense2-1-cat-0__0[0]/symmetric_quantize/0" -> "dense2/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 16, 16)"]; +"dense2/1/cat/0" -> "dense2/2/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 16, 16)"]; +"dense2/1/cat/0" -> "dense2/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 16, 16)"]; "dense2.2.bn1.weight" -> "dense2/2/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192,)"]; "dense2.2.bn1.bias" -> "dense2/2/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(192,)"]; "dense2.2.bn1.running_mean" -> "dense2/2/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; @@ -2052,10 +1920,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/2/conv2/conv2d/0" -> "dense2/2/conv2/post_hook__dense2-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/2/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/2/conv2/post_hook__dense2-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/2/conv2/post_hook__dense2-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/2/cat/0" -> "dense2/2/post_hook__dense2-2-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/2/cat/0__0.0._scale_param_storage" -> "dense2/2/post_hook__dense2-2-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/2/post_hook__dense2-2-cat-0__0[0]/symmetric_quantize/0" -> "dense2/3/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 16, 16)"]; -"dense2/2/post_hook__dense2-2-cat-0__0[0]/symmetric_quantize/0" -> "dense2/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 16, 16)"]; +"dense2/2/cat/0" -> "dense2/3/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 16, 16)"]; +"dense2/2/cat/0" -> "dense2/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 224, 16, 16)"]; "dense2.3.bn1.weight" -> "dense2/3/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(224,)"]; "dense2.3.bn1.bias" -> "dense2/3/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(224,)"]; "dense2.3.bn1.running_mean" -> "dense2/3/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(224,)"]; @@ -2082,10 +1948,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/3/conv2/conv2d/0" -> "dense2/3/conv2/post_hook__dense2-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/3/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/3/conv2/post_hook__dense2-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/3/conv2/post_hook__dense2-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/3/cat/0" -> "dense2/3/post_hook__dense2-3-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/3/cat/0__0.0._scale_param_storage" -> "dense2/3/post_hook__dense2-3-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/3/post_hook__dense2-3-cat-0__0[0]/symmetric_quantize/0" -> "dense2/4/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 16, 16)"]; -"dense2/3/post_hook__dense2-3-cat-0__0[0]/symmetric_quantize/0" -> "dense2/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 16, 16)"]; +"dense2/3/cat/0" -> "dense2/4/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 16, 16)"]; +"dense2/3/cat/0" -> "dense2/4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 256, 16, 16)"]; "dense2.4.bn1.weight" -> "dense2/4/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256,)"]; "dense2.4.bn1.bias" -> "dense2/4/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(256,)"]; "dense2.4.bn1.running_mean" -> "dense2/4/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(256,)"]; @@ -2112,10 +1976,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/4/conv2/conv2d/0" -> "dense2/4/conv2/post_hook__dense2-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/4/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/4/conv2/post_hook__dense2-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/4/conv2/post_hook__dense2-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/4/cat/0" -> "dense2/4/post_hook__dense2-4-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/4/cat/0__0.0._scale_param_storage" -> "dense2/4/post_hook__dense2-4-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/4/post_hook__dense2-4-cat-0__0[0]/symmetric_quantize/0" -> "dense2/5/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 16, 16)"]; -"dense2/4/post_hook__dense2-4-cat-0__0[0]/symmetric_quantize/0" -> "dense2/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 16, 16)"]; +"dense2/4/cat/0" -> "dense2/5/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 16, 16)"]; +"dense2/4/cat/0" -> "dense2/5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 288, 16, 16)"]; "dense2.5.bn1.weight" -> "dense2/5/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(288,)"]; "dense2.5.bn1.bias" -> "dense2/5/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(288,)"]; "dense2.5.bn1.running_mean" -> "dense2/5/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(288,)"]; @@ -2142,10 +2004,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/5/conv2/conv2d/0" -> "dense2/5/conv2/post_hook__dense2-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/5/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/5/conv2/post_hook__dense2-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/5/conv2/post_hook__dense2-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/5/cat/0" -> "dense2/5/post_hook__dense2-5-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/5/cat/0__0.0._scale_param_storage" -> "dense2/5/post_hook__dense2-5-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/5/post_hook__dense2-5-cat-0__0[0]/symmetric_quantize/0" -> "dense2/6/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 16, 16)"]; -"dense2/5/post_hook__dense2-5-cat-0__0[0]/symmetric_quantize/0" -> "dense2/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 16, 16)"]; +"dense2/5/cat/0" -> "dense2/6/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 16, 16)"]; +"dense2/5/cat/0" -> "dense2/6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 320, 16, 16)"]; "dense2.6.bn1.weight" -> "dense2/6/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(320,)"]; "dense2.6.bn1.bias" -> "dense2/6/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(320,)"]; "dense2.6.bn1.running_mean" -> "dense2/6/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(320,)"]; @@ -2172,10 +2032,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/6/conv2/conv2d/0" -> "dense2/6/conv2/post_hook__dense2-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/6/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/6/conv2/post_hook__dense2-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/6/conv2/post_hook__dense2-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/6/cat/0" -> "dense2/6/post_hook__dense2-6-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/6/cat/0__0.0._scale_param_storage" -> "dense2/6/post_hook__dense2-6-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/6/post_hook__dense2-6-cat-0__0[0]/symmetric_quantize/0" -> "dense2/7/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 16, 16)"]; -"dense2/6/post_hook__dense2-6-cat-0__0[0]/symmetric_quantize/0" -> "dense2/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 16, 16)"]; +"dense2/6/cat/0" -> "dense2/7/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 16, 16)"]; +"dense2/6/cat/0" -> "dense2/7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 352, 16, 16)"]; "dense2.7.bn1.weight" -> "dense2/7/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(352,)"]; "dense2.7.bn1.bias" -> "dense2/7/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(352,)"]; "dense2.7.bn1.running_mean" -> "dense2/7/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(352,)"]; @@ -2202,10 +2060,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/7/conv2/conv2d/0" -> "dense2/7/conv2/post_hook__dense2-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/7/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/7/conv2/post_hook__dense2-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/7/conv2/post_hook__dense2-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/7/cat/0" -> "dense2/7/post_hook__dense2-7-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/7/cat/0__0.0._scale_param_storage" -> "dense2/7/post_hook__dense2-7-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/7/post_hook__dense2-7-cat-0__0[0]/symmetric_quantize/0" -> "dense2/8/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 16, 16)"]; -"dense2/7/post_hook__dense2-7-cat-0__0[0]/symmetric_quantize/0" -> "dense2/8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 16, 16)"]; +"dense2/7/cat/0" -> "dense2/8/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 16, 16)"]; +"dense2/7/cat/0" -> "dense2/8/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 384, 16, 16)"]; "dense2.8.bn1.weight" -> "dense2/8/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(384,)"]; "dense2.8.bn1.bias" -> "dense2/8/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(384,)"]; "dense2.8.bn1.running_mean" -> "dense2/8/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(384,)"]; @@ -2232,10 +2088,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/8/conv2/conv2d/0" -> "dense2/8/conv2/post_hook__dense2-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/8/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/8/conv2/post_hook__dense2-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/8/conv2/post_hook__dense2-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/8/cat/0" -> "dense2/8/post_hook__dense2-8-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/8/cat/0__0.0._scale_param_storage" -> "dense2/8/post_hook__dense2-8-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/8/post_hook__dense2-8-cat-0__0[0]/symmetric_quantize/0" -> "dense2/9/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 16, 16)"]; -"dense2/8/post_hook__dense2-8-cat-0__0[0]/symmetric_quantize/0" -> "dense2/9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 16, 16)"]; +"dense2/8/cat/0" -> "dense2/9/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 16, 16)"]; +"dense2/8/cat/0" -> "dense2/9/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 416, 16, 16)"]; "dense2.9.bn1.weight" -> "dense2/9/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(416,)"]; "dense2.9.bn1.bias" -> "dense2/9/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(416,)"]; "dense2.9.bn1.running_mean" -> "dense2/9/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(416,)"]; @@ -2262,10 +2116,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/9/conv2/conv2d/0" -> "dense2/9/conv2/post_hook__dense2-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/9/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/9/conv2/post_hook__dense2-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/9/conv2/post_hook__dense2-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/9/cat/0" -> "dense2/9/post_hook__dense2-9-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/9/cat/0__0.0._scale_param_storage" -> "dense2/9/post_hook__dense2-9-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/9/post_hook__dense2-9-cat-0__0[0]/symmetric_quantize/0" -> "dense2/10/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 16, 16)"]; -"dense2/9/post_hook__dense2-9-cat-0__0[0]/symmetric_quantize/0" -> "dense2/10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 16, 16)"]; +"dense2/9/cat/0" -> "dense2/10/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 16, 16)"]; +"dense2/9/cat/0" -> "dense2/10/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 448, 16, 16)"]; "dense2.10.bn1.weight" -> "dense2/10/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448,)"]; "dense2.10.bn1.bias" -> "dense2/10/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(448,)"]; "dense2.10.bn1.running_mean" -> "dense2/10/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(448,)"]; @@ -2292,10 +2144,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/10/conv2/conv2d/0" -> "dense2/10/conv2/post_hook__dense2-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/10/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/10/conv2/post_hook__dense2-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/10/conv2/post_hook__dense2-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/10/cat/0" -> "dense2/10/post_hook__dense2-10-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/10/cat/0__0.0._scale_param_storage" -> "dense2/10/post_hook__dense2-10-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/10/post_hook__dense2-10-cat-0__0[0]/symmetric_quantize/0" -> "dense2/11/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 16, 16)"]; -"dense2/10/post_hook__dense2-10-cat-0__0[0]/symmetric_quantize/0" -> "dense2/11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 16, 16)"]; +"dense2/10/cat/0" -> "dense2/11/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 16, 16)"]; +"dense2/10/cat/0" -> "dense2/11/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 480, 16, 16)"]; "dense2.11.bn1.weight" -> "dense2/11/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(480,)"]; "dense2.11.bn1.bias" -> "dense2/11/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(480,)"]; "dense2.11.bn1.running_mean" -> "dense2/11/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(480,)"]; @@ -2322,9 +2172,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense2/11/conv2/conv2d/0" -> "dense2/11/conv2/post_hook__dense2-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; "__nncf_hooks.post_hooks.dense2/11/conv2/conv2d/0__0.0._scale_param_storage" -> "dense2/11/conv2/post_hook__dense2-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense2/11/conv2/post_hook__dense2-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense2/11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 16, 16)"]; -"dense2/11/cat/0" -> "dense2/11/post_hook__dense2-11-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; -"__nncf_hooks.post_hooks.dense2/11/cat/0__0.0._scale_param_storage" -> "dense2/11/post_hook__dense2-11-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense2/11/post_hook__dense2-11-cat-0__0[0]/symmetric_quantize/0" -> "trans2/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; +"dense2/11/cat/0" -> "trans2/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "trans2.bn.weight" -> "trans2/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(512,)"]; "trans2.bn.bias" -> "trans2/bn/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(512,)"]; "trans2.bn.running_mean" -> "trans2/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(512,)"]; @@ -2342,7 +2190,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "trans2/avg_pool2d/0" -> "trans2/post_hook__trans2-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 8, 8)"]; "__nncf_hooks.post_hooks.trans2/avg_pool2d/0__0.0._scale_param_storage" -> "trans2/post_hook__trans2-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "trans2/post_hook__trans2-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "dense3/0/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 8, 8)"]; -"trans2/post_hook__trans2-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "dense3/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 8, 8)"]; +"trans2/post_hook__trans2-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "dense3/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 256, 8, 8)"]; "dense3.0.bn1.weight" -> "dense3/0/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256,)"]; "dense3.0.bn1.bias" -> "dense3/0/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(256,)"]; "dense3.0.bn1.running_mean" -> "dense3/0/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(256,)"]; @@ -2369,10 +2217,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/0/conv2/conv2d/0" -> "dense3/0/conv2/post_hook__dense3-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/0/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/0/conv2/post_hook__dense3-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/0/conv2/post_hook__dense3-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/0/cat/0" -> "dense3/0/post_hook__dense3-0-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/0/cat/0__0.0._scale_param_storage" -> "dense3/0/post_hook__dense3-0-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/0/post_hook__dense3-0-cat-0__0[0]/symmetric_quantize/0" -> "dense3/1/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 8, 8)"]; -"dense3/0/post_hook__dense3-0-cat-0__0[0]/symmetric_quantize/0" -> "dense3/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 8, 8)"]; +"dense3/0/cat/0" -> "dense3/1/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 8, 8)"]; +"dense3/0/cat/0" -> "dense3/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 288, 8, 8)"]; "dense3.1.bn1.weight" -> "dense3/1/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(288,)"]; "dense3.1.bn1.bias" -> "dense3/1/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(288,)"]; "dense3.1.bn1.running_mean" -> "dense3/1/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(288,)"]; @@ -2399,10 +2245,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/1/conv2/conv2d/0" -> "dense3/1/conv2/post_hook__dense3-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/1/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/1/conv2/post_hook__dense3-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/1/conv2/post_hook__dense3-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/1/cat/0" -> "dense3/1/post_hook__dense3-1-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/1/cat/0__0.0._scale_param_storage" -> "dense3/1/post_hook__dense3-1-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/1/post_hook__dense3-1-cat-0__0[0]/symmetric_quantize/0" -> "dense3/2/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 8, 8)"]; -"dense3/1/post_hook__dense3-1-cat-0__0[0]/symmetric_quantize/0" -> "dense3/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 8, 8)"]; +"dense3/1/cat/0" -> "dense3/2/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 8, 8)"]; +"dense3/1/cat/0" -> "dense3/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 320, 8, 8)"]; "dense3.2.bn1.weight" -> "dense3/2/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(320,)"]; "dense3.2.bn1.bias" -> "dense3/2/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(320,)"]; "dense3.2.bn1.running_mean" -> "dense3/2/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(320,)"]; @@ -2429,10 +2273,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/2/conv2/conv2d/0" -> "dense3/2/conv2/post_hook__dense3-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/2/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/2/conv2/post_hook__dense3-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/2/conv2/post_hook__dense3-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/2/cat/0" -> "dense3/2/post_hook__dense3-2-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/2/cat/0__0.0._scale_param_storage" -> "dense3/2/post_hook__dense3-2-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/2/post_hook__dense3-2-cat-0__0[0]/symmetric_quantize/0" -> "dense3/3/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 8, 8)"]; -"dense3/2/post_hook__dense3-2-cat-0__0[0]/symmetric_quantize/0" -> "dense3/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 8, 8)"]; +"dense3/2/cat/0" -> "dense3/3/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 352, 8, 8)"]; +"dense3/2/cat/0" -> "dense3/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 352, 8, 8)"]; "dense3.3.bn1.weight" -> "dense3/3/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(352,)"]; "dense3.3.bn1.bias" -> "dense3/3/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(352,)"]; "dense3.3.bn1.running_mean" -> "dense3/3/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(352,)"]; @@ -2459,10 +2301,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/3/conv2/conv2d/0" -> "dense3/3/conv2/post_hook__dense3-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/3/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/3/conv2/post_hook__dense3-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/3/conv2/post_hook__dense3-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/3/cat/0" -> "dense3/3/post_hook__dense3-3-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/3/cat/0__0.0._scale_param_storage" -> "dense3/3/post_hook__dense3-3-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/3/post_hook__dense3-3-cat-0__0[0]/symmetric_quantize/0" -> "dense3/4/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; -"dense3/3/post_hook__dense3-3-cat-0__0[0]/symmetric_quantize/0" -> "dense3/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; +"dense3/3/cat/0" -> "dense3/4/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; +"dense3/3/cat/0" -> "dense3/4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 384, 8, 8)"]; "dense3.4.bn1.weight" -> "dense3/4/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(384,)"]; "dense3.4.bn1.bias" -> "dense3/4/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(384,)"]; "dense3.4.bn1.running_mean" -> "dense3/4/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(384,)"]; @@ -2489,10 +2329,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/4/conv2/conv2d/0" -> "dense3/4/conv2/post_hook__dense3-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/4/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/4/conv2/post_hook__dense3-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/4/conv2/post_hook__dense3-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/4/cat/0" -> "dense3/4/post_hook__dense3-4-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/4/cat/0__0.0._scale_param_storage" -> "dense3/4/post_hook__dense3-4-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/4/post_hook__dense3-4-cat-0__0[0]/symmetric_quantize/0" -> "dense3/5/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 8, 8)"]; -"dense3/4/post_hook__dense3-4-cat-0__0[0]/symmetric_quantize/0" -> "dense3/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 8, 8)"]; +"dense3/4/cat/0" -> "dense3/5/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 416, 8, 8)"]; +"dense3/4/cat/0" -> "dense3/5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 416, 8, 8)"]; "dense3.5.bn1.weight" -> "dense3/5/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(416,)"]; "dense3.5.bn1.bias" -> "dense3/5/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(416,)"]; "dense3.5.bn1.running_mean" -> "dense3/5/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(416,)"]; @@ -2519,10 +2357,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/5/conv2/conv2d/0" -> "dense3/5/conv2/post_hook__dense3-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/5/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/5/conv2/post_hook__dense3-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/5/conv2/post_hook__dense3-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/5/cat/0" -> "dense3/5/post_hook__dense3-5-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/5/cat/0__0.0._scale_param_storage" -> "dense3/5/post_hook__dense3-5-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/5/post_hook__dense3-5-cat-0__0[0]/symmetric_quantize/0" -> "dense3/6/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 8, 8)"]; -"dense3/5/post_hook__dense3-5-cat-0__0[0]/symmetric_quantize/0" -> "dense3/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 8, 8)"]; +"dense3/5/cat/0" -> "dense3/6/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 448, 8, 8)"]; +"dense3/5/cat/0" -> "dense3/6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 448, 8, 8)"]; "dense3.6.bn1.weight" -> "dense3/6/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448,)"]; "dense3.6.bn1.bias" -> "dense3/6/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(448,)"]; "dense3.6.bn1.running_mean" -> "dense3/6/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(448,)"]; @@ -2549,10 +2385,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/6/conv2/conv2d/0" -> "dense3/6/conv2/post_hook__dense3-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/6/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/6/conv2/post_hook__dense3-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/6/conv2/post_hook__dense3-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/6/cat/0" -> "dense3/6/post_hook__dense3-6-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/6/cat/0__0.0._scale_param_storage" -> "dense3/6/post_hook__dense3-6-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/6/post_hook__dense3-6-cat-0__0[0]/symmetric_quantize/0" -> "dense3/7/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 8, 8)"]; -"dense3/6/post_hook__dense3-6-cat-0__0[0]/symmetric_quantize/0" -> "dense3/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 8, 8)"]; +"dense3/6/cat/0" -> "dense3/7/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 8, 8)"]; +"dense3/6/cat/0" -> "dense3/7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 480, 8, 8)"]; "dense3.7.bn1.weight" -> "dense3/7/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(480,)"]; "dense3.7.bn1.bias" -> "dense3/7/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(480,)"]; "dense3.7.bn1.running_mean" -> "dense3/7/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(480,)"]; @@ -2579,10 +2413,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/7/conv2/conv2d/0" -> "dense3/7/conv2/post_hook__dense3-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/7/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/7/conv2/post_hook__dense3-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/7/conv2/post_hook__dense3-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/7/cat/0" -> "dense3/7/post_hook__dense3-7-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/7/cat/0__0.0._scale_param_storage" -> "dense3/7/post_hook__dense3-7-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/7/post_hook__dense3-7-cat-0__0[0]/symmetric_quantize/0" -> "dense3/8/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 8, 8)"]; -"dense3/7/post_hook__dense3-7-cat-0__0[0]/symmetric_quantize/0" -> "dense3/8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 8, 8)"]; +"dense3/7/cat/0" -> "dense3/8/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 8, 8)"]; +"dense3/7/cat/0" -> "dense3/8/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 512, 8, 8)"]; "dense3.8.bn1.weight" -> "dense3/8/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(512,)"]; "dense3.8.bn1.bias" -> "dense3/8/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(512,)"]; "dense3.8.bn1.running_mean" -> "dense3/8/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(512,)"]; @@ -2609,10 +2441,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/8/conv2/conv2d/0" -> "dense3/8/conv2/post_hook__dense3-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/8/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/8/conv2/post_hook__dense3-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/8/conv2/post_hook__dense3-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/8/cat/0" -> "dense3/8/post_hook__dense3-8-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/8/cat/0__0.0._scale_param_storage" -> "dense3/8/post_hook__dense3-8-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/8/post_hook__dense3-8-cat-0__0[0]/symmetric_quantize/0" -> "dense3/9/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 8, 8)"]; -"dense3/8/post_hook__dense3-8-cat-0__0[0]/symmetric_quantize/0" -> "dense3/9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 8, 8)"]; +"dense3/8/cat/0" -> "dense3/9/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 8, 8)"]; +"dense3/8/cat/0" -> "dense3/9/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 544, 8, 8)"]; "dense3.9.bn1.weight" -> "dense3/9/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(544,)"]; "dense3.9.bn1.bias" -> "dense3/9/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(544,)"]; "dense3.9.bn1.running_mean" -> "dense3/9/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(544,)"]; @@ -2639,10 +2469,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/9/conv2/conv2d/0" -> "dense3/9/conv2/post_hook__dense3-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/9/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/9/conv2/post_hook__dense3-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/9/conv2/post_hook__dense3-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/9/cat/0" -> "dense3/9/post_hook__dense3-9-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/9/cat/0__0.0._scale_param_storage" -> "dense3/9/post_hook__dense3-9-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/9/post_hook__dense3-9-cat-0__0[0]/symmetric_quantize/0" -> "dense3/10/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 8, 8)"]; -"dense3/9/post_hook__dense3-9-cat-0__0[0]/symmetric_quantize/0" -> "dense3/10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 8, 8)"]; +"dense3/9/cat/0" -> "dense3/10/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 8, 8)"]; +"dense3/9/cat/0" -> "dense3/10/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 576, 8, 8)"]; "dense3.10.bn1.weight" -> "dense3/10/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(576,)"]; "dense3.10.bn1.bias" -> "dense3/10/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(576,)"]; "dense3.10.bn1.running_mean" -> "dense3/10/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(576,)"]; @@ -2669,10 +2497,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/10/conv2/conv2d/0" -> "dense3/10/conv2/post_hook__dense3-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/10/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/10/conv2/post_hook__dense3-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/10/conv2/post_hook__dense3-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/10/cat/0" -> "dense3/10/post_hook__dense3-10-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/10/cat/0__0.0._scale_param_storage" -> "dense3/10/post_hook__dense3-10-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/10/post_hook__dense3-10-cat-0__0[0]/symmetric_quantize/0" -> "dense3/11/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 8, 8)"]; -"dense3/10/post_hook__dense3-10-cat-0__0[0]/symmetric_quantize/0" -> "dense3/11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 8, 8)"]; +"dense3/10/cat/0" -> "dense3/11/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 8, 8)"]; +"dense3/10/cat/0" -> "dense3/11/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 608, 8, 8)"]; "dense3.11.bn1.weight" -> "dense3/11/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(608,)"]; "dense3.11.bn1.bias" -> "dense3/11/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(608,)"]; "dense3.11.bn1.running_mean" -> "dense3/11/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(608,)"]; @@ -2699,10 +2525,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/11/conv2/conv2d/0" -> "dense3/11/conv2/post_hook__dense3-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/11/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/11/conv2/post_hook__dense3-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/11/conv2/post_hook__dense3-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/11/cat/0" -> "dense3/11/post_hook__dense3-11-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/11/cat/0__0.0._scale_param_storage" -> "dense3/11/post_hook__dense3-11-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/11/post_hook__dense3-11-cat-0__0[0]/symmetric_quantize/0" -> "dense3/12/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 8, 8)"]; -"dense3/11/post_hook__dense3-11-cat-0__0[0]/symmetric_quantize/0" -> "dense3/12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 8, 8)"]; +"dense3/11/cat/0" -> "dense3/12/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 8, 8)"]; +"dense3/11/cat/0" -> "dense3/12/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 640, 8, 8)"]; "dense3.12.bn1.weight" -> "dense3/12/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(640,)"]; "dense3.12.bn1.bias" -> "dense3/12/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(640,)"]; "dense3.12.bn1.running_mean" -> "dense3/12/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(640,)"]; @@ -2729,10 +2553,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/12/conv2/conv2d/0" -> "dense3/12/conv2/post_hook__dense3-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/12/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/12/conv2/post_hook__dense3-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/12/conv2/post_hook__dense3-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/12/cat/0" -> "dense3/12/post_hook__dense3-12-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/12/cat/0__0.0._scale_param_storage" -> "dense3/12/post_hook__dense3-12-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/12/post_hook__dense3-12-cat-0__0[0]/symmetric_quantize/0" -> "dense3/13/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 8, 8)"]; -"dense3/12/post_hook__dense3-12-cat-0__0[0]/symmetric_quantize/0" -> "dense3/13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 8, 8)"]; +"dense3/12/cat/0" -> "dense3/13/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 8, 8)"]; +"dense3/12/cat/0" -> "dense3/13/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 672, 8, 8)"]; "dense3.13.bn1.weight" -> "dense3/13/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(672,)"]; "dense3.13.bn1.bias" -> "dense3/13/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(672,)"]; "dense3.13.bn1.running_mean" -> "dense3/13/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(672,)"]; @@ -2759,10 +2581,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/13/conv2/conv2d/0" -> "dense3/13/conv2/post_hook__dense3-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/13/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/13/conv2/post_hook__dense3-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/13/conv2/post_hook__dense3-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/13/cat/0" -> "dense3/13/post_hook__dense3-13-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/13/cat/0__0.0._scale_param_storage" -> "dense3/13/post_hook__dense3-13-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/13/post_hook__dense3-13-cat-0__0[0]/symmetric_quantize/0" -> "dense3/14/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 8, 8)"]; -"dense3/13/post_hook__dense3-13-cat-0__0[0]/symmetric_quantize/0" -> "dense3/14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 8, 8)"]; +"dense3/13/cat/0" -> "dense3/14/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 8, 8)"]; +"dense3/13/cat/0" -> "dense3/14/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 704, 8, 8)"]; "dense3.14.bn1.weight" -> "dense3/14/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(704,)"]; "dense3.14.bn1.bias" -> "dense3/14/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(704,)"]; "dense3.14.bn1.running_mean" -> "dense3/14/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(704,)"]; @@ -2789,10 +2609,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/14/conv2/conv2d/0" -> "dense3/14/conv2/post_hook__dense3-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/14/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/14/conv2/post_hook__dense3-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/14/conv2/post_hook__dense3-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/14/cat/0" -> "dense3/14/post_hook__dense3-14-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/14/cat/0__0.0._scale_param_storage" -> "dense3/14/post_hook__dense3-14-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/14/post_hook__dense3-14-cat-0__0[0]/symmetric_quantize/0" -> "dense3/15/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 8, 8)"]; -"dense3/14/post_hook__dense3-14-cat-0__0[0]/symmetric_quantize/0" -> "dense3/15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 8, 8)"]; +"dense3/14/cat/0" -> "dense3/15/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 8, 8)"]; +"dense3/14/cat/0" -> "dense3/15/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 736, 8, 8)"]; "dense3.15.bn1.weight" -> "dense3/15/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(736,)"]; "dense3.15.bn1.bias" -> "dense3/15/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(736,)"]; "dense3.15.bn1.running_mean" -> "dense3/15/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(736,)"]; @@ -2819,10 +2637,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/15/conv2/conv2d/0" -> "dense3/15/conv2/post_hook__dense3-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/15/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/15/conv2/post_hook__dense3-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/15/conv2/post_hook__dense3-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/15/cat/0" -> "dense3/15/post_hook__dense3-15-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/15/cat/0__0.0._scale_param_storage" -> "dense3/15/post_hook__dense3-15-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/15/post_hook__dense3-15-cat-0__0[0]/symmetric_quantize/0" -> "dense3/16/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 8, 8)"]; -"dense3/15/post_hook__dense3-15-cat-0__0[0]/symmetric_quantize/0" -> "dense3/16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 8, 8)"]; +"dense3/15/cat/0" -> "dense3/16/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 8, 8)"]; +"dense3/15/cat/0" -> "dense3/16/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 768, 8, 8)"]; "dense3.16.bn1.weight" -> "dense3/16/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(768,)"]; "dense3.16.bn1.bias" -> "dense3/16/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(768,)"]; "dense3.16.bn1.running_mean" -> "dense3/16/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(768,)"]; @@ -2849,10 +2665,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/16/conv2/conv2d/0" -> "dense3/16/conv2/post_hook__dense3-16-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/16/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/16/conv2/post_hook__dense3-16-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/16/conv2/post_hook__dense3-16-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/16/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/16/cat/0" -> "dense3/16/post_hook__dense3-16-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/16/cat/0__0.0._scale_param_storage" -> "dense3/16/post_hook__dense3-16-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/16/post_hook__dense3-16-cat-0__0[0]/symmetric_quantize/0" -> "dense3/17/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 8, 8)"]; -"dense3/16/post_hook__dense3-16-cat-0__0[0]/symmetric_quantize/0" -> "dense3/17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 8, 8)"]; +"dense3/16/cat/0" -> "dense3/17/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 8, 8)"]; +"dense3/16/cat/0" -> "dense3/17/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 800, 8, 8)"]; "dense3.17.bn1.weight" -> "dense3/17/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(800,)"]; "dense3.17.bn1.bias" -> "dense3/17/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(800,)"]; "dense3.17.bn1.running_mean" -> "dense3/17/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(800,)"]; @@ -2879,10 +2693,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/17/conv2/conv2d/0" -> "dense3/17/conv2/post_hook__dense3-17-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/17/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/17/conv2/post_hook__dense3-17-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/17/conv2/post_hook__dense3-17-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/17/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/17/cat/0" -> "dense3/17/post_hook__dense3-17-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/17/cat/0__0.0._scale_param_storage" -> "dense3/17/post_hook__dense3-17-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/17/post_hook__dense3-17-cat-0__0[0]/symmetric_quantize/0" -> "dense3/18/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; -"dense3/17/post_hook__dense3-17-cat-0__0[0]/symmetric_quantize/0" -> "dense3/18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; +"dense3/17/cat/0" -> "dense3/18/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; +"dense3/17/cat/0" -> "dense3/18/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 832, 8, 8)"]; "dense3.18.bn1.weight" -> "dense3/18/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(832,)"]; "dense3.18.bn1.bias" -> "dense3/18/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(832,)"]; "dense3.18.bn1.running_mean" -> "dense3/18/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(832,)"]; @@ -2909,10 +2721,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/18/conv2/conv2d/0" -> "dense3/18/conv2/post_hook__dense3-18-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/18/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/18/conv2/post_hook__dense3-18-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/18/conv2/post_hook__dense3-18-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/18/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/18/cat/0" -> "dense3/18/post_hook__dense3-18-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/18/cat/0__0.0._scale_param_storage" -> "dense3/18/post_hook__dense3-18-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/18/post_hook__dense3-18-cat-0__0[0]/symmetric_quantize/0" -> "dense3/19/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 8, 8)"]; -"dense3/18/post_hook__dense3-18-cat-0__0[0]/symmetric_quantize/0" -> "dense3/19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 8, 8)"]; +"dense3/18/cat/0" -> "dense3/19/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 8, 8)"]; +"dense3/18/cat/0" -> "dense3/19/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 864, 8, 8)"]; "dense3.19.bn1.weight" -> "dense3/19/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(864,)"]; "dense3.19.bn1.bias" -> "dense3/19/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(864,)"]; "dense3.19.bn1.running_mean" -> "dense3/19/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(864,)"]; @@ -2939,10 +2749,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/19/conv2/conv2d/0" -> "dense3/19/conv2/post_hook__dense3-19-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/19/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/19/conv2/post_hook__dense3-19-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/19/conv2/post_hook__dense3-19-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/19/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/19/cat/0" -> "dense3/19/post_hook__dense3-19-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/19/cat/0__0.0._scale_param_storage" -> "dense3/19/post_hook__dense3-19-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/19/post_hook__dense3-19-cat-0__0[0]/symmetric_quantize/0" -> "dense3/20/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 8, 8)"]; -"dense3/19/post_hook__dense3-19-cat-0__0[0]/symmetric_quantize/0" -> "dense3/20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 8, 8)"]; +"dense3/19/cat/0" -> "dense3/20/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 8, 8)"]; +"dense3/19/cat/0" -> "dense3/20/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 896, 8, 8)"]; "dense3.20.bn1.weight" -> "dense3/20/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(896,)"]; "dense3.20.bn1.bias" -> "dense3/20/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(896,)"]; "dense3.20.bn1.running_mean" -> "dense3/20/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(896,)"]; @@ -2969,10 +2777,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/20/conv2/conv2d/0" -> "dense3/20/conv2/post_hook__dense3-20-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/20/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/20/conv2/post_hook__dense3-20-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/20/conv2/post_hook__dense3-20-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/20/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/20/cat/0" -> "dense3/20/post_hook__dense3-20-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/20/cat/0__0.0._scale_param_storage" -> "dense3/20/post_hook__dense3-20-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/20/post_hook__dense3-20-cat-0__0[0]/symmetric_quantize/0" -> "dense3/21/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 8, 8)"]; -"dense3/20/post_hook__dense3-20-cat-0__0[0]/symmetric_quantize/0" -> "dense3/21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 8, 8)"]; +"dense3/20/cat/0" -> "dense3/21/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 8, 8)"]; +"dense3/20/cat/0" -> "dense3/21/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 928, 8, 8)"]; "dense3.21.bn1.weight" -> "dense3/21/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(928,)"]; "dense3.21.bn1.bias" -> "dense3/21/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(928,)"]; "dense3.21.bn1.running_mean" -> "dense3/21/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(928,)"]; @@ -2999,10 +2805,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/21/conv2/conv2d/0" -> "dense3/21/conv2/post_hook__dense3-21-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/21/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/21/conv2/post_hook__dense3-21-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/21/conv2/post_hook__dense3-21-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/21/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/21/cat/0" -> "dense3/21/post_hook__dense3-21-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/21/cat/0__0.0._scale_param_storage" -> "dense3/21/post_hook__dense3-21-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/21/post_hook__dense3-21-cat-0__0[0]/symmetric_quantize/0" -> "dense3/22/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 8, 8)"]; -"dense3/21/post_hook__dense3-21-cat-0__0[0]/symmetric_quantize/0" -> "dense3/22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 8, 8)"]; +"dense3/21/cat/0" -> "dense3/22/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 8, 8)"]; +"dense3/21/cat/0" -> "dense3/22/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 960, 8, 8)"]; "dense3.22.bn1.weight" -> "dense3/22/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(960,)"]; "dense3.22.bn1.bias" -> "dense3/22/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(960,)"]; "dense3.22.bn1.running_mean" -> "dense3/22/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(960,)"]; @@ -3029,10 +2833,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/22/conv2/conv2d/0" -> "dense3/22/conv2/post_hook__dense3-22-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/22/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/22/conv2/post_hook__dense3-22-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/22/conv2/post_hook__dense3-22-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/22/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/22/cat/0" -> "dense3/22/post_hook__dense3-22-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/22/cat/0__0.0._scale_param_storage" -> "dense3/22/post_hook__dense3-22-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/22/post_hook__dense3-22-cat-0__0[0]/symmetric_quantize/0" -> "dense3/23/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 8, 8)"]; -"dense3/22/post_hook__dense3-22-cat-0__0[0]/symmetric_quantize/0" -> "dense3/23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 8, 8)"]; +"dense3/22/cat/0" -> "dense3/23/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 8, 8)"]; +"dense3/22/cat/0" -> "dense3/23/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 992, 8, 8)"]; "dense3.23.bn1.weight" -> "dense3/23/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(992,)"]; "dense3.23.bn1.bias" -> "dense3/23/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(992,)"]; "dense3.23.bn1.running_mean" -> "dense3/23/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(992,)"]; @@ -3059,9 +2861,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense3/23/conv2/conv2d/0" -> "dense3/23/conv2/post_hook__dense3-23-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; "__nncf_hooks.post_hooks.dense3/23/conv2/conv2d/0__0.0._scale_param_storage" -> "dense3/23/conv2/post_hook__dense3-23-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense3/23/conv2/post_hook__dense3-23-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense3/23/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 8, 8)"]; -"dense3/23/cat/0" -> "dense3/23/post_hook__dense3-23-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 8, 8)"]; -"__nncf_hooks.post_hooks.dense3/23/cat/0__0.0._scale_param_storage" -> "dense3/23/post_hook__dense3-23-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense3/23/post_hook__dense3-23-cat-0__0[0]/symmetric_quantize/0" -> "trans3/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 8, 8)"]; +"dense3/23/cat/0" -> "trans3/bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 8, 8)"]; "trans3.bn.weight" -> "trans3/bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1024,)"]; "trans3.bn.bias" -> "trans3/bn/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1024,)"]; "trans3.bn.running_mean" -> "trans3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1024,)"]; @@ -3079,7 +2879,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "trans3/avg_pool2d/0" -> "trans3/post_hook__trans3-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 4, 4)"]; "__nncf_hooks.post_hooks.trans3/avg_pool2d/0__0.0._scale_param_storage" -> "trans3/post_hook__trans3-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "trans3/post_hook__trans3-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "dense4/0/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 4, 4)"]; -"trans3/post_hook__trans3-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "dense4/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 4, 4)"]; +"trans3/post_hook__trans3-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "dense4/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 512, 4, 4)"]; "dense4.0.bn1.weight" -> "dense4/0/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(512,)"]; "dense4.0.bn1.bias" -> "dense4/0/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(512,)"]; "dense4.0.bn1.running_mean" -> "dense4/0/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(512,)"]; @@ -3106,10 +2906,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/0/conv2/conv2d/0" -> "dense4/0/conv2/post_hook__dense4-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/0/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/0/conv2/post_hook__dense4-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/0/conv2/post_hook__dense4-0-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/0/cat/0" -> "dense4/0/post_hook__dense4-0-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/0/cat/0__0.0._scale_param_storage" -> "dense4/0/post_hook__dense4-0-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/0/post_hook__dense4-0-cat-0__0[0]/symmetric_quantize/0" -> "dense4/1/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 4, 4)"]; -"dense4/0/post_hook__dense4-0-cat-0__0[0]/symmetric_quantize/0" -> "dense4/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 4, 4)"]; +"dense4/0/cat/0" -> "dense4/1/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 544, 4, 4)"]; +"dense4/0/cat/0" -> "dense4/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 544, 4, 4)"]; "dense4.1.bn1.weight" -> "dense4/1/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(544,)"]; "dense4.1.bn1.bias" -> "dense4/1/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(544,)"]; "dense4.1.bn1.running_mean" -> "dense4/1/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(544,)"]; @@ -3136,10 +2934,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/1/conv2/conv2d/0" -> "dense4/1/conv2/post_hook__dense4-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/1/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/1/conv2/post_hook__dense4-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/1/conv2/post_hook__dense4-1-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/1/cat/0" -> "dense4/1/post_hook__dense4-1-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/1/cat/0__0.0._scale_param_storage" -> "dense4/1/post_hook__dense4-1-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/1/post_hook__dense4-1-cat-0__0[0]/symmetric_quantize/0" -> "dense4/2/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 4, 4)"]; -"dense4/1/post_hook__dense4-1-cat-0__0[0]/symmetric_quantize/0" -> "dense4/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 4, 4)"]; +"dense4/1/cat/0" -> "dense4/2/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 576, 4, 4)"]; +"dense4/1/cat/0" -> "dense4/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 576, 4, 4)"]; "dense4.2.bn1.weight" -> "dense4/2/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(576,)"]; "dense4.2.bn1.bias" -> "dense4/2/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(576,)"]; "dense4.2.bn1.running_mean" -> "dense4/2/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(576,)"]; @@ -3166,10 +2962,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/2/conv2/conv2d/0" -> "dense4/2/conv2/post_hook__dense4-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/2/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/2/conv2/post_hook__dense4-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/2/conv2/post_hook__dense4-2-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/2/cat/0" -> "dense4/2/post_hook__dense4-2-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/2/cat/0__0.0._scale_param_storage" -> "dense4/2/post_hook__dense4-2-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/2/post_hook__dense4-2-cat-0__0[0]/symmetric_quantize/0" -> "dense4/3/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 4, 4)"]; -"dense4/2/post_hook__dense4-2-cat-0__0[0]/symmetric_quantize/0" -> "dense4/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 4, 4)"]; +"dense4/2/cat/0" -> "dense4/3/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 608, 4, 4)"]; +"dense4/2/cat/0" -> "dense4/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 608, 4, 4)"]; "dense4.3.bn1.weight" -> "dense4/3/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(608,)"]; "dense4.3.bn1.bias" -> "dense4/3/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(608,)"]; "dense4.3.bn1.running_mean" -> "dense4/3/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(608,)"]; @@ -3196,10 +2990,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/3/conv2/conv2d/0" -> "dense4/3/conv2/post_hook__dense4-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/3/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/3/conv2/post_hook__dense4-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/3/conv2/post_hook__dense4-3-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/3/cat/0" -> "dense4/3/post_hook__dense4-3-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/3/cat/0__0.0._scale_param_storage" -> "dense4/3/post_hook__dense4-3-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/3/post_hook__dense4-3-cat-0__0[0]/symmetric_quantize/0" -> "dense4/4/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 4, 4)"]; -"dense4/3/post_hook__dense4-3-cat-0__0[0]/symmetric_quantize/0" -> "dense4/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 4, 4)"]; +"dense4/3/cat/0" -> "dense4/4/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 640, 4, 4)"]; +"dense4/3/cat/0" -> "dense4/4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 640, 4, 4)"]; "dense4.4.bn1.weight" -> "dense4/4/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(640,)"]; "dense4.4.bn1.bias" -> "dense4/4/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(640,)"]; "dense4.4.bn1.running_mean" -> "dense4/4/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(640,)"]; @@ -3226,10 +3018,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/4/conv2/conv2d/0" -> "dense4/4/conv2/post_hook__dense4-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/4/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/4/conv2/post_hook__dense4-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/4/conv2/post_hook__dense4-4-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/4/cat/0" -> "dense4/4/post_hook__dense4-4-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/4/cat/0__0.0._scale_param_storage" -> "dense4/4/post_hook__dense4-4-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/4/post_hook__dense4-4-cat-0__0[0]/symmetric_quantize/0" -> "dense4/5/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 4, 4)"]; -"dense4/4/post_hook__dense4-4-cat-0__0[0]/symmetric_quantize/0" -> "dense4/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 4, 4)"]; +"dense4/4/cat/0" -> "dense4/5/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 672, 4, 4)"]; +"dense4/4/cat/0" -> "dense4/5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 672, 4, 4)"]; "dense4.5.bn1.weight" -> "dense4/5/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(672,)"]; "dense4.5.bn1.bias" -> "dense4/5/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(672,)"]; "dense4.5.bn1.running_mean" -> "dense4/5/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(672,)"]; @@ -3256,10 +3046,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/5/conv2/conv2d/0" -> "dense4/5/conv2/post_hook__dense4-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/5/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/5/conv2/post_hook__dense4-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/5/conv2/post_hook__dense4-5-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/5/cat/0" -> "dense4/5/post_hook__dense4-5-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/5/cat/0__0.0._scale_param_storage" -> "dense4/5/post_hook__dense4-5-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/5/post_hook__dense4-5-cat-0__0[0]/symmetric_quantize/0" -> "dense4/6/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 4, 4)"]; -"dense4/5/post_hook__dense4-5-cat-0__0[0]/symmetric_quantize/0" -> "dense4/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 4, 4)"]; +"dense4/5/cat/0" -> "dense4/6/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 704, 4, 4)"]; +"dense4/5/cat/0" -> "dense4/6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 704, 4, 4)"]; "dense4.6.bn1.weight" -> "dense4/6/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(704,)"]; "dense4.6.bn1.bias" -> "dense4/6/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(704,)"]; "dense4.6.bn1.running_mean" -> "dense4/6/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(704,)"]; @@ -3286,10 +3074,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/6/conv2/conv2d/0" -> "dense4/6/conv2/post_hook__dense4-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/6/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/6/conv2/post_hook__dense4-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/6/conv2/post_hook__dense4-6-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/6/cat/0" -> "dense4/6/post_hook__dense4-6-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/6/cat/0__0.0._scale_param_storage" -> "dense4/6/post_hook__dense4-6-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/6/post_hook__dense4-6-cat-0__0[0]/symmetric_quantize/0" -> "dense4/7/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 4, 4)"]; -"dense4/6/post_hook__dense4-6-cat-0__0[0]/symmetric_quantize/0" -> "dense4/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 4, 4)"]; +"dense4/6/cat/0" -> "dense4/7/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 736, 4, 4)"]; +"dense4/6/cat/0" -> "dense4/7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 736, 4, 4)"]; "dense4.7.bn1.weight" -> "dense4/7/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(736,)"]; "dense4.7.bn1.bias" -> "dense4/7/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(736,)"]; "dense4.7.bn1.running_mean" -> "dense4/7/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(736,)"]; @@ -3316,10 +3102,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/7/conv2/conv2d/0" -> "dense4/7/conv2/post_hook__dense4-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/7/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/7/conv2/post_hook__dense4-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/7/conv2/post_hook__dense4-7-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/7/cat/0" -> "dense4/7/post_hook__dense4-7-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/7/cat/0__0.0._scale_param_storage" -> "dense4/7/post_hook__dense4-7-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/7/post_hook__dense4-7-cat-0__0[0]/symmetric_quantize/0" -> "dense4/8/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 4, 4)"]; -"dense4/7/post_hook__dense4-7-cat-0__0[0]/symmetric_quantize/0" -> "dense4/8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 4, 4)"]; +"dense4/7/cat/0" -> "dense4/8/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 768, 4, 4)"]; +"dense4/7/cat/0" -> "dense4/8/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 768, 4, 4)"]; "dense4.8.bn1.weight" -> "dense4/8/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(768,)"]; "dense4.8.bn1.bias" -> "dense4/8/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(768,)"]; "dense4.8.bn1.running_mean" -> "dense4/8/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(768,)"]; @@ -3346,10 +3130,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/8/conv2/conv2d/0" -> "dense4/8/conv2/post_hook__dense4-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/8/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/8/conv2/post_hook__dense4-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/8/conv2/post_hook__dense4-8-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/8/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/8/cat/0" -> "dense4/8/post_hook__dense4-8-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/8/cat/0__0.0._scale_param_storage" -> "dense4/8/post_hook__dense4-8-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/8/post_hook__dense4-8-cat-0__0[0]/symmetric_quantize/0" -> "dense4/9/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 4, 4)"]; -"dense4/8/post_hook__dense4-8-cat-0__0[0]/symmetric_quantize/0" -> "dense4/9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 4, 4)"]; +"dense4/8/cat/0" -> "dense4/9/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 800, 4, 4)"]; +"dense4/8/cat/0" -> "dense4/9/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 800, 4, 4)"]; "dense4.9.bn1.weight" -> "dense4/9/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(800,)"]; "dense4.9.bn1.bias" -> "dense4/9/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(800,)"]; "dense4.9.bn1.running_mean" -> "dense4/9/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(800,)"]; @@ -3376,10 +3158,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/9/conv2/conv2d/0" -> "dense4/9/conv2/post_hook__dense4-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/9/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/9/conv2/post_hook__dense4-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/9/conv2/post_hook__dense4-9-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/9/cat/0" -> "dense4/9/post_hook__dense4-9-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/9/cat/0__0.0._scale_param_storage" -> "dense4/9/post_hook__dense4-9-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/9/post_hook__dense4-9-cat-0__0[0]/symmetric_quantize/0" -> "dense4/10/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 4, 4)"]; -"dense4/9/post_hook__dense4-9-cat-0__0[0]/symmetric_quantize/0" -> "dense4/10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 4, 4)"]; +"dense4/9/cat/0" -> "dense4/10/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 4, 4)"]; +"dense4/9/cat/0" -> "dense4/10/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 832, 4, 4)"]; "dense4.10.bn1.weight" -> "dense4/10/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(832,)"]; "dense4.10.bn1.bias" -> "dense4/10/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(832,)"]; "dense4.10.bn1.running_mean" -> "dense4/10/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(832,)"]; @@ -3406,10 +3186,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/10/conv2/conv2d/0" -> "dense4/10/conv2/post_hook__dense4-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/10/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/10/conv2/post_hook__dense4-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/10/conv2/post_hook__dense4-10-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/10/cat/0" -> "dense4/10/post_hook__dense4-10-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/10/cat/0__0.0._scale_param_storage" -> "dense4/10/post_hook__dense4-10-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/10/post_hook__dense4-10-cat-0__0[0]/symmetric_quantize/0" -> "dense4/11/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 4, 4)"]; -"dense4/10/post_hook__dense4-10-cat-0__0[0]/symmetric_quantize/0" -> "dense4/11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 4, 4)"]; +"dense4/10/cat/0" -> "dense4/11/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 864, 4, 4)"]; +"dense4/10/cat/0" -> "dense4/11/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 864, 4, 4)"]; "dense4.11.bn1.weight" -> "dense4/11/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(864,)"]; "dense4.11.bn1.bias" -> "dense4/11/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(864,)"]; "dense4.11.bn1.running_mean" -> "dense4/11/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(864,)"]; @@ -3436,10 +3214,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/11/conv2/conv2d/0" -> "dense4/11/conv2/post_hook__dense4-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/11/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/11/conv2/post_hook__dense4-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/11/conv2/post_hook__dense4-11-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/11/cat/0" -> "dense4/11/post_hook__dense4-11-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/11/cat/0__0.0._scale_param_storage" -> "dense4/11/post_hook__dense4-11-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/11/post_hook__dense4-11-cat-0__0[0]/symmetric_quantize/0" -> "dense4/12/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 4, 4)"]; -"dense4/11/post_hook__dense4-11-cat-0__0[0]/symmetric_quantize/0" -> "dense4/12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 4, 4)"]; +"dense4/11/cat/0" -> "dense4/12/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 896, 4, 4)"]; +"dense4/11/cat/0" -> "dense4/12/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 896, 4, 4)"]; "dense4.12.bn1.weight" -> "dense4/12/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(896,)"]; "dense4.12.bn1.bias" -> "dense4/12/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(896,)"]; "dense4.12.bn1.running_mean" -> "dense4/12/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(896,)"]; @@ -3466,10 +3242,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/12/conv2/conv2d/0" -> "dense4/12/conv2/post_hook__dense4-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/12/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/12/conv2/post_hook__dense4-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/12/conv2/post_hook__dense4-12-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/12/cat/0" -> "dense4/12/post_hook__dense4-12-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/12/cat/0__0.0._scale_param_storage" -> "dense4/12/post_hook__dense4-12-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/12/post_hook__dense4-12-cat-0__0[0]/symmetric_quantize/0" -> "dense4/13/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 4, 4)"]; -"dense4/12/post_hook__dense4-12-cat-0__0[0]/symmetric_quantize/0" -> "dense4/13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 4, 4)"]; +"dense4/12/cat/0" -> "dense4/13/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 928, 4, 4)"]; +"dense4/12/cat/0" -> "dense4/13/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 928, 4, 4)"]; "dense4.13.bn1.weight" -> "dense4/13/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(928,)"]; "dense4.13.bn1.bias" -> "dense4/13/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(928,)"]; "dense4.13.bn1.running_mean" -> "dense4/13/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(928,)"]; @@ -3496,10 +3270,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/13/conv2/conv2d/0" -> "dense4/13/conv2/post_hook__dense4-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/13/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/13/conv2/post_hook__dense4-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/13/conv2/post_hook__dense4-13-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/13/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/13/cat/0" -> "dense4/13/post_hook__dense4-13-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/13/cat/0__0.0._scale_param_storage" -> "dense4/13/post_hook__dense4-13-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/13/post_hook__dense4-13-cat-0__0[0]/symmetric_quantize/0" -> "dense4/14/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 4, 4)"]; -"dense4/13/post_hook__dense4-13-cat-0__0[0]/symmetric_quantize/0" -> "dense4/14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 4, 4)"]; +"dense4/13/cat/0" -> "dense4/14/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 960, 4, 4)"]; +"dense4/13/cat/0" -> "dense4/14/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 960, 4, 4)"]; "dense4.14.bn1.weight" -> "dense4/14/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(960,)"]; "dense4.14.bn1.bias" -> "dense4/14/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(960,)"]; "dense4.14.bn1.running_mean" -> "dense4/14/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(960,)"]; @@ -3526,10 +3298,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/14/conv2/conv2d/0" -> "dense4/14/conv2/post_hook__dense4-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/14/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/14/conv2/post_hook__dense4-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/14/conv2/post_hook__dense4-14-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/14/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/14/cat/0" -> "dense4/14/post_hook__dense4-14-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/14/cat/0__0.0._scale_param_storage" -> "dense4/14/post_hook__dense4-14-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/14/post_hook__dense4-14-cat-0__0[0]/symmetric_quantize/0" -> "dense4/15/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 4, 4)"]; -"dense4/14/post_hook__dense4-14-cat-0__0[0]/symmetric_quantize/0" -> "dense4/15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 4, 4)"]; +"dense4/14/cat/0" -> "dense4/15/bn1/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 992, 4, 4)"]; +"dense4/14/cat/0" -> "dense4/15/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 992, 4, 4)"]; "dense4.15.bn1.weight" -> "dense4/15/bn1/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(992,)"]; "dense4.15.bn1.bias" -> "dense4/15/bn1/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(992,)"]; "dense4.15.bn1.running_mean" -> "dense4/15/bn1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(992,)"]; @@ -3556,9 +3326,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "dense4/15/conv2/conv2d/0" -> "dense4/15/conv2/post_hook__dense4-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; "__nncf_hooks.post_hooks.dense4/15/conv2/conv2d/0__0.0._scale_param_storage" -> "dense4/15/conv2/post_hook__dense4-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "dense4/15/conv2/post_hook__dense4-15-conv2-conv2d-0__0[0]/symmetric_quantize/0" -> "dense4/15/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 4, 4)"]; -"dense4/15/cat/0" -> "dense4/15/post_hook__dense4-15-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 4, 4)"]; -"__nncf_hooks.post_hooks.dense4/15/cat/0__0.0._scale_param_storage" -> "dense4/15/post_hook__dense4-15-cat-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"dense4/15/post_hook__dense4-15-cat-0__0[0]/symmetric_quantize/0" -> "bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 4, 4)"]; +"dense4/15/cat/0" -> "bn/batch_norm/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 4, 4)"]; "bn.weight" -> "bn/batch_norm/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1024,)"]; "bn.bias" -> "bn/batch_norm/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1024,)"]; "bn.running_mean" -> "bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1024,)"]; diff --git a/tests/torch2/data/quantization/test_quantized_graphs/inception.dot b/tests/torch2/data/quantization/test_quantized_graphs/inception.dot index ac94bbb8af5..2817b29db90 100644 --- a/tests/torch2/data/quantization/test_quantized_graphs/inception.dot +++ b/tests/torch2/data/quantization/test_quantized_graphs/inception.dot @@ -116,8 +116,8 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "b3.b1.1.running_var" [id=114, metatype=PTConstNoopMetatype, type=nncf_model_const]; "b3/b1/1/batch_norm/0" [id=115, metatype=PTBatchNormMetatype, type=batch_norm]; "b3/b1/2/relu_/0" [id=116, metatype=PTRELUMetatype, type=relu_]; -"__nncf_hooks.post_hooks.b3/b3/8/relu_/0__0.0._scale_param_storage" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"b3/b1/2/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [id=118, metatype=UnknownMetatype, type=symmetric_quantize]; +"__nncf_hooks.post_hooks.b3/b1/2/relu_/0__0.0._scale_param_storage" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"b3/b1/2/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [id=118, metatype=UnknownMetatype, type=symmetric_quantize]; "b3.b2.0.weight" [id=119, metatype=PTConstNoopMetatype, type=nncf_model_const]; "b3.b2.0.bias" [id=120, metatype=PTConstNoopMetatype, type=nncf_model_const]; "__nncf_hooks.pre_hooks.b3/b2/0/conv2d/0__1.0._scale_param_storage" [id=121, metatype=PTConstNoopMetatype, type=nncf_model_const]; @@ -142,7 +142,7 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "b3.b2.4.running_var" [id=140, metatype=PTConstNoopMetatype, type=nncf_model_const]; "b3/b2/4/batch_norm/0" [id=141, metatype=PTBatchNormMetatype, type=batch_norm]; "b3/b2/5/relu_/0" [id=142, metatype=PTRELUMetatype, type=relu_]; -"b3/b2/5/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [id=143, metatype=UnknownMetatype, type=symmetric_quantize]; +"b3/b2/5/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [id=143, metatype=UnknownMetatype, type=symmetric_quantize]; "b3.b3.0.weight" [id=144, metatype=PTConstNoopMetatype, type=nncf_model_const]; "b3.b3.0.bias" [id=145, metatype=PTConstNoopMetatype, type=nncf_model_const]; "__nncf_hooks.pre_hooks.b3/b3/0/conv2d/0__1.0._scale_param_storage" [id=146, metatype=PTConstNoopMetatype, type=nncf_model_const]; @@ -180,7 +180,7 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "b3.b3.7.running_var" [id=178, metatype=PTConstNoopMetatype, type=nncf_model_const]; "b3/b3/7/batch_norm/0" [id=179, metatype=PTBatchNormMetatype, type=batch_norm]; "b3/b3/8/relu_/0" [id=180, metatype=PTRELUMetatype, type=relu_]; -"b3/b3/8/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [id=181, metatype=UnknownMetatype, type=symmetric_quantize]; +"b3/b3/8/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [id=181, metatype=UnknownMetatype, type=symmetric_quantize]; "b3/b4/0/max_pool2d/0" [id=182, metatype=PTMaxPool2dMetatype, type=max_pool2d]; "b3.b4.1.weight" [id=183, metatype=PTConstNoopMetatype, type=nncf_model_const]; "b3.b4.1.bias" [id=184, metatype=PTConstNoopMetatype, type=nncf_model_const]; @@ -193,7 +193,7 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "b3.b4.2.running_var" [id=191, metatype=PTConstNoopMetatype, type=nncf_model_const]; "b3/b4/2/batch_norm/0" [id=192, metatype=PTBatchNormMetatype, type=batch_norm]; "b3/b4/3/relu_/0" [id=193, metatype=PTRELUMetatype, type=relu_]; -"b3/b4/3/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [id=194, metatype=UnknownMetatype, type=symmetric_quantize]; +"b3/b4/3/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [id=194, metatype=UnknownMetatype, type=symmetric_quantize]; "b3/cat/0" [id=195, metatype=PTCatMetatype, type=cat]; "maxpool/max_pool2d/0" [id=196, metatype=PTMaxPool2dMetatype, type=max_pool2d]; "a4.b1.0.weight" [id=197, metatype=PTConstNoopMetatype, type=nncf_model_const]; @@ -899,7 +899,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "a3.b2.4.running_var" -> "a3/b2/4/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(128,)"]; "a3/b2/4/batch_norm/0" -> "a3/b2/5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; "a3/b2/5/relu_/0" -> "a3/b2/5/post_hook__a3-b1-2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; -"a3/b2/5/post_hook__a3-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "a3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; +"a3/b2/5/post_hook__a3-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "a3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 128, 32, 32)"]; "a3.b3.0.weight" -> "a3/b3/0/pre_hook__a3-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(16, 192, 1, 1)"]; "a3.b3.0.bias" -> "a3/b3/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(16,)"]; "__nncf_hooks.pre_hooks.a3/b3/0/conv2d/0__1.0._scale_param_storage" -> "a3/b3/0/pre_hook__a3-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(16, 1, 1, 1)"]; @@ -937,7 +937,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "a3.b3.7.running_var" -> "a3/b3/7/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(32,)"]; "a3/b3/7/batch_norm/0" -> "a3/b3/8/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; "a3/b3/8/relu_/0" -> "a3/b3/8/post_hook__a3-b1-2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; -"a3/b3/8/post_hook__a3-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "a3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; +"a3/b3/8/post_hook__a3-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "a3/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 32, 32, 32)"]; "a3/b4/0/max_pool2d/0" -> "a3/b4/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 32, 32)"]; "a3.b4.1.weight" -> "a3/b4/1/pre_hook__a3-b4-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(32, 192, 1, 1)"]; "a3.b4.1.bias" -> "a3/b4/1/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(32,)"]; @@ -950,7 +950,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "a3.b4.2.running_var" -> "a3/b4/2/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(32,)"]; "a3/b4/2/batch_norm/0" -> "a3/b4/3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; "a3/b4/3/relu_/0" -> "a3/b4/3/post_hook__a3-b1-2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; -"a3/b4/3/post_hook__a3-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "a3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 32, 32, 32)"]; +"a3/b4/3/post_hook__a3-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "a3/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 32, 32, 32)"]; "a3/cat/0" -> "b3/b1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 32, 32)"]; "a3/cat/0" -> "b3/b2/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 32, 32)"]; "a3/cat/0" -> "b3/b3/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 32, 32)"]; @@ -965,12 +965,12 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b3.b1.1.running_mean" -> "b3/b1/1/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(128,)"]; "b3.b1.1.running_var" -> "b3/b1/1/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(128,)"]; "b3/b1/1/batch_norm/0" -> "b3/b1/2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; -"b3/b1/2/relu_/0" -> "b3/b1/2/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; -"__nncf_hooks.post_hooks.b3/b3/8/relu_/0__0.0._scale_param_storage" -> "b3/b1/2/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"__nncf_hooks.post_hooks.b3/b3/8/relu_/0__0.0._scale_param_storage" -> "b3/b2/5/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"__nncf_hooks.post_hooks.b3/b3/8/relu_/0__0.0._scale_param_storage" -> "b3/b3/8/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"__nncf_hooks.post_hooks.b3/b3/8/relu_/0__0.0._scale_param_storage" -> "b3/b4/3/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"b3/b1/2/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" -> "b3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; +"b3/b1/2/relu_/0" -> "b3/b1/2/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; +"__nncf_hooks.post_hooks.b3/b1/2/relu_/0__0.0._scale_param_storage" -> "b3/b1/2/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"__nncf_hooks.post_hooks.b3/b1/2/relu_/0__0.0._scale_param_storage" -> "b3/b2/5/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"__nncf_hooks.post_hooks.b3/b1/2/relu_/0__0.0._scale_param_storage" -> "b3/b3/8/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"__nncf_hooks.post_hooks.b3/b1/2/relu_/0__0.0._scale_param_storage" -> "b3/b4/3/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"b3/b1/2/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 32, 32)"]; "b3.b2.0.weight" -> "b3/b2/0/pre_hook__b3-b2-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(128, 256, 1, 1)"]; "b3.b2.0.bias" -> "b3/b2/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; "__nncf_hooks.pre_hooks.b3/b2/0/conv2d/0__1.0._scale_param_storage" -> "b3/b2/0/pre_hook__b3-b2-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(128, 1, 1, 1)"]; @@ -994,8 +994,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b3.b2.4.running_mean" -> "b3/b2/4/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(192,)"]; "b3.b2.4.running_var" -> "b3/b2/4/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "b3/b2/4/batch_norm/0" -> "b3/b2/5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 32, 32)"]; -"b3/b2/5/relu_/0" -> "b3/b2/5/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 32, 32)"]; -"b3/b2/5/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" -> "b3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 32, 32)"]; +"b3/b2/5/relu_/0" -> "b3/b2/5/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 32, 32)"]; +"b3/b2/5/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 32, 32)"]; "b3.b3.0.weight" -> "b3/b3/0/pre_hook__b3-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(32, 256, 1, 1)"]; "b3.b3.0.bias" -> "b3/b3/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(32,)"]; "__nncf_hooks.pre_hooks.b3/b3/0/conv2d/0__1.0._scale_param_storage" -> "b3/b3/0/pre_hook__b3-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(32, 1, 1, 1)"]; @@ -1032,8 +1032,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b3.b3.7.running_mean" -> "b3/b3/7/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "b3.b3.7.running_var" -> "b3/b3/7/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "b3/b3/7/batch_norm/0" -> "b3/b3/8/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 32, 32)"]; -"b3/b3/8/relu_/0" -> "b3/b3/8/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 32, 32)"]; -"b3/b3/8/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" -> "b3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 32, 32)"]; +"b3/b3/8/relu_/0" -> "b3/b3/8/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 32, 32)"]; +"b3/b3/8/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b3/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 96, 32, 32)"]; "b3/b4/0/max_pool2d/0" -> "b3/b4/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 32, 32)"]; "b3.b4.1.weight" -> "b3/b4/1/pre_hook__b3-b4-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 256, 1, 1)"]; "b3.b4.1.bias" -> "b3/b4/1/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; @@ -1045,8 +1045,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b3.b4.2.running_mean" -> "b3/b4/2/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; "b3.b4.2.running_var" -> "b3/b4/2/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "b3/b4/2/batch_norm/0" -> "b3/b4/3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 32, 32)"]; -"b3/b4/3/relu_/0" -> "b3/b4/3/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 32, 32)"]; -"b3/b4/3/post_hook__b3-b2-5-relu_-0__0[0]/symmetric_quantize/0" -> "b3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 32, 32)"]; +"b3/b4/3/relu_/0" -> "b3/b4/3/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 32, 32)"]; +"b3/b4/3/post_hook__b3-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b3/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 64, 32, 32)"]; "b3/cat/0" -> "maxpool/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 32, 32)"]; "maxpool/max_pool2d/0" -> "a4/b1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 16, 16)"]; "maxpool/max_pool2d/0" -> "a4/b2/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 16, 16)"]; @@ -1092,7 +1092,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "a4.b2.4.running_var" -> "a4/b2/4/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(208,)"]; "a4/b2/4/batch_norm/0" -> "a4/b2/5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 208, 16, 16)"]; "a4/b2/5/relu_/0" -> "a4/b2/5/post_hook__a4-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 208, 16, 16)"]; -"a4/b2/5/post_hook__a4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "a4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 208, 16, 16)"]; +"a4/b2/5/post_hook__a4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "a4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 208, 16, 16)"]; "a4.b3.0.weight" -> "a4/b3/0/pre_hook__a4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(16, 480, 1, 1)"]; "a4.b3.0.bias" -> "a4/b3/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(16,)"]; "__nncf_hooks.pre_hooks.a4/b3/0/conv2d/0__1.0._scale_param_storage" -> "a4/b3/0/pre_hook__a4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(16, 1, 1, 1)"]; @@ -1130,7 +1130,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "a4.b3.7.running_var" -> "a4/b3/7/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "a4/b3/7/batch_norm/0" -> "a4/b3/8/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 16, 16)"]; "a4/b3/8/relu_/0" -> "a4/b3/8/post_hook__a4-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 16, 16)"]; -"a4/b3/8/post_hook__a4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "a4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 16, 16)"]; +"a4/b3/8/post_hook__a4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "a4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 48, 16, 16)"]; "a4/b4/0/max_pool2d/0" -> "a4/b4/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 480, 16, 16)"]; "a4.b4.1.weight" -> "a4/b4/1/pre_hook__a4-b4-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 480, 1, 1)"]; "a4.b4.1.bias" -> "a4/b4/1/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; @@ -1143,7 +1143,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "a4.b4.2.running_var" -> "a4/b4/2/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "a4/b4/2/batch_norm/0" -> "a4/b4/3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; "a4/b4/3/relu_/0" -> "a4/b4/3/post_hook__a4-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; -"a4/b4/3/post_hook__a4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "a4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; +"a4/b4/3/post_hook__a4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "a4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 64, 16, 16)"]; "a4/cat/0" -> "b4/b1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "a4/cat/0" -> "b4/b2/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "a4/cat/0" -> "b4/b3/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; @@ -1188,7 +1188,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b4.b2.4.running_var" -> "b4/b2/4/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(224,)"]; "b4/b2/4/batch_norm/0" -> "b4/b2/5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 16, 16)"]; "b4/b2/5/relu_/0" -> "b4/b2/5/post_hook__b4-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 16, 16)"]; -"b4/b2/5/post_hook__b4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 224, 16, 16)"]; +"b4/b2/5/post_hook__b4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 224, 16, 16)"]; "b4.b3.0.weight" -> "b4/b3/0/pre_hook__b4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(24, 512, 1, 1)"]; "b4.b3.0.bias" -> "b4/b3/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(24,)"]; "__nncf_hooks.pre_hooks.b4/b3/0/conv2d/0__1.0._scale_param_storage" -> "b4/b3/0/pre_hook__b4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24, 1, 1, 1)"]; @@ -1226,7 +1226,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b4.b3.7.running_var" -> "b4/b3/7/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "b4/b3/7/batch_norm/0" -> "b4/b3/8/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; "b4/b3/8/relu_/0" -> "b4/b3/8/post_hook__b4-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; -"b4/b3/8/post_hook__b4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; +"b4/b3/8/post_hook__b4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 64, 16, 16)"]; "b4/b4/0/max_pool2d/0" -> "b4/b4/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "b4.b4.1.weight" -> "b4/b4/1/pre_hook__b4-b4-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 512, 1, 1)"]; "b4.b4.1.bias" -> "b4/b4/1/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; @@ -1239,7 +1239,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b4.b4.2.running_var" -> "b4/b4/2/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "b4/b4/2/batch_norm/0" -> "b4/b4/3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; "b4/b4/3/relu_/0" -> "b4/b4/3/post_hook__b4-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; -"b4/b4/3/post_hook__b4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; +"b4/b4/3/post_hook__b4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 64, 16, 16)"]; "b4/cat/0" -> "c4/b1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "b4/cat/0" -> "c4/b2/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "b4/cat/0" -> "c4/b3/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; @@ -1284,7 +1284,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "c4.b2.4.running_var" -> "c4/b2/4/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(256,)"]; "c4/b2/4/batch_norm/0" -> "c4/b2/5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 16, 16)"]; "c4/b2/5/relu_/0" -> "c4/b2/5/post_hook__c4-b1-2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 16, 16)"]; -"c4/b2/5/post_hook__c4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "c4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 16, 16)"]; +"c4/b2/5/post_hook__c4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "c4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 256, 16, 16)"]; "c4.b3.0.weight" -> "c4/b3/0/pre_hook__c4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(24, 512, 1, 1)"]; "c4.b3.0.bias" -> "c4/b3/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(24,)"]; "__nncf_hooks.pre_hooks.c4/b3/0/conv2d/0__1.0._scale_param_storage" -> "c4/b3/0/pre_hook__c4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24, 1, 1, 1)"]; @@ -1322,7 +1322,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "c4.b3.7.running_var" -> "c4/b3/7/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "c4/b3/7/batch_norm/0" -> "c4/b3/8/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; "c4/b3/8/relu_/0" -> "c4/b3/8/post_hook__c4-b1-2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; -"c4/b3/8/post_hook__c4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "c4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; +"c4/b3/8/post_hook__c4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "c4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 64, 16, 16)"]; "c4/b4/0/max_pool2d/0" -> "c4/b4/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "c4.b4.1.weight" -> "c4/b4/1/pre_hook__c4-b4-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 512, 1, 1)"]; "c4.b4.1.bias" -> "c4/b4/1/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; @@ -1335,7 +1335,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "c4.b4.2.running_var" -> "c4/b4/2/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "c4/b4/2/batch_norm/0" -> "c4/b4/3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; "c4/b4/3/relu_/0" -> "c4/b4/3/post_hook__c4-b1-2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; -"c4/b4/3/post_hook__c4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "c4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; +"c4/b4/3/post_hook__c4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "c4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 64, 16, 16)"]; "c4/cat/0" -> "d4/b1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "c4/cat/0" -> "d4/b2/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "c4/cat/0" -> "d4/b3/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; @@ -1380,7 +1380,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "d4.b2.4.running_var" -> "d4/b2/4/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(288,)"]; "d4/b2/4/batch_norm/0" -> "d4/b2/5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 16, 16)"]; "d4/b2/5/relu_/0" -> "d4/b2/5/post_hook__d4-b1-2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 16, 16)"]; -"d4/b2/5/post_hook__d4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "d4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 288, 16, 16)"]; +"d4/b2/5/post_hook__d4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "d4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 288, 16, 16)"]; "d4.b3.0.weight" -> "d4/b3/0/pre_hook__d4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(32, 512, 1, 1)"]; "d4.b3.0.bias" -> "d4/b3/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(32,)"]; "__nncf_hooks.pre_hooks.d4/b3/0/conv2d/0__1.0._scale_param_storage" -> "d4/b3/0/pre_hook__d4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(32, 1, 1, 1)"]; @@ -1418,7 +1418,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "d4.b3.7.running_var" -> "d4/b3/7/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "d4/b3/7/batch_norm/0" -> "d4/b3/8/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; "d4/b3/8/relu_/0" -> "d4/b3/8/post_hook__d4-b1-2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; -"d4/b3/8/post_hook__d4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "d4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; +"d4/b3/8/post_hook__d4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "d4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 64, 16, 16)"]; "d4/b4/0/max_pool2d/0" -> "d4/b4/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 16, 16)"]; "d4.b4.1.weight" -> "d4/b4/1/pre_hook__d4-b4-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 512, 1, 1)"]; "d4.b4.1.bias" -> "d4/b4/1/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; @@ -1431,7 +1431,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "d4.b4.2.running_var" -> "d4/b4/2/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "d4/b4/2/batch_norm/0" -> "d4/b4/3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; "d4/b4/3/relu_/0" -> "d4/b4/3/post_hook__d4-b1-2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; -"d4/b4/3/post_hook__d4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "d4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 16, 16)"]; +"d4/b4/3/post_hook__d4-b1-2-relu_-0__0[0]/symmetric_quantize/0" -> "d4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 64, 16, 16)"]; "d4/cat/0" -> "e4/b1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 528, 16, 16)"]; "d4/cat/0" -> "e4/b2/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 528, 16, 16)"]; "d4/cat/0" -> "e4/b3/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 528, 16, 16)"]; @@ -1476,7 +1476,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "e4.b2.4.running_var" -> "e4/b2/4/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(320,)"]; "e4/b2/4/batch_norm/0" -> "e4/b2/5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 16, 16)"]; "e4/b2/5/relu_/0" -> "e4/b2/5/post_hook__e4-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 16, 16)"]; -"e4/b2/5/post_hook__e4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "e4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 16, 16)"]; +"e4/b2/5/post_hook__e4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "e4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 320, 16, 16)"]; "e4.b3.0.weight" -> "e4/b3/0/pre_hook__e4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(32, 528, 1, 1)"]; "e4.b3.0.bias" -> "e4/b3/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(32,)"]; "__nncf_hooks.pre_hooks.e4/b3/0/conv2d/0__1.0._scale_param_storage" -> "e4/b3/0/pre_hook__e4-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(32, 1, 1, 1)"]; @@ -1514,7 +1514,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "e4.b3.7.running_var" -> "e4/b3/7/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(128,)"]; "e4/b3/7/batch_norm/0" -> "e4/b3/8/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "e4/b3/8/relu_/0" -> "e4/b3/8/post_hook__e4-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; -"e4/b3/8/post_hook__e4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "e4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; +"e4/b3/8/post_hook__e4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "e4/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 128, 16, 16)"]; "e4/b4/0/max_pool2d/0" -> "e4/b4/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 528, 16, 16)"]; "e4.b4.1.weight" -> "e4/b4/1/pre_hook__e4-b4-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(128, 528, 1, 1)"]; "e4.b4.1.bias" -> "e4/b4/1/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; @@ -1527,7 +1527,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "e4.b4.2.running_var" -> "e4/b4/2/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(128,)"]; "e4/b4/2/batch_norm/0" -> "e4/b4/3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; "e4/b4/3/relu_/0" -> "e4/b4/3/post_hook__e4-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; -"e4/b4/3/post_hook__e4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "e4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 16, 16)"]; +"e4/b4/3/post_hook__e4-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "e4/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 128, 16, 16)"]; "e4/cat/0" -> "maxpool/max_pool2d/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 16, 16)"]; "maxpool/max_pool2d/1" -> "a5/b1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; "maxpool/max_pool2d/1" -> "a5/b2/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; @@ -1573,7 +1573,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "a5.b2.4.running_var" -> "a5/b2/4/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(320,)"]; "a5/b2/4/batch_norm/0" -> "a5/b2/5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 8, 8)"]; "a5/b2/5/relu_/0" -> "a5/b2/5/post_hook__a5-b3-8-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 8, 8)"]; -"a5/b2/5/post_hook__a5-b3-8-relu_-0__0[0]/symmetric_quantize/0" -> "a5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 320, 8, 8)"]; +"a5/b2/5/post_hook__a5-b3-8-relu_-0__0[0]/symmetric_quantize/0" -> "a5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 320, 8, 8)"]; "a5.b3.0.weight" -> "a5/b3/0/pre_hook__a5-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(32, 832, 1, 1)"]; "a5.b3.0.bias" -> "a5/b3/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(32,)"]; "__nncf_hooks.pre_hooks.a5/b3/0/conv2d/0__1.0._scale_param_storage" -> "a5/b3/0/pre_hook__a5-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(32, 1, 1, 1)"]; @@ -1611,7 +1611,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "a5.b3.7.running_var" -> "a5/b3/7/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(128,)"]; "a5/b3/7/batch_norm/0" -> "a5/b3/8/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "a5/b3/8/relu_/0" -> "a5/b3/8/post_hook__a5-b3-8-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; -"a5/b3/8/post_hook__a5-b3-8-relu_-0__0[0]/symmetric_quantize/0" -> "a5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; +"a5/b3/8/post_hook__a5-b3-8-relu_-0__0[0]/symmetric_quantize/0" -> "a5/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 128, 8, 8)"]; "a5/b4/0/max_pool2d/0" -> "a5/b4/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; "a5.b4.1.weight" -> "a5/b4/1/pre_hook__a5-b4-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(128, 832, 1, 1)"]; "a5.b4.1.bias" -> "a5/b4/1/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; @@ -1624,7 +1624,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "a5.b4.2.running_var" -> "a5/b4/2/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(128,)"]; "a5/b4/2/batch_norm/0" -> "a5/b4/3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "a5/b4/3/relu_/0" -> "a5/b4/3/post_hook__a5-b3-8-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; -"a5/b4/3/post_hook__a5-b3-8-relu_-0__0[0]/symmetric_quantize/0" -> "a5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; +"a5/b4/3/post_hook__a5-b3-8-relu_-0__0[0]/symmetric_quantize/0" -> "a5/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 128, 8, 8)"]; "a5/cat/0" -> "b5/b1/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; "a5/cat/0" -> "b5/b2/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; "a5/cat/0" -> "b5/b3/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; @@ -1667,7 +1667,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b5/b2/4/batch_norm/0" -> "b5/b2/5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; "b5/b2/5/relu_/0" -> "b5/b2/5/post_hook__b5-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; "__nncf_hooks.post_hooks.b5/b2/5/relu_/0__0.0._scale_param_storage" -> "b5/b2/5/post_hook__b5-b2-5-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"b5/b2/5/post_hook__b5-b2-5-relu_-0__0[0]/symmetric_quantize/0" -> "b5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 8, 8)"]; +"b5/b2/5/post_hook__b5-b2-5-relu_-0__0[0]/symmetric_quantize/0" -> "b5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 384, 8, 8)"]; "b5.b3.0.weight" -> "b5/b3/0/pre_hook__b5-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(48, 832, 1, 1)"]; "b5.b3.0.bias" -> "b5/b3/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(48,)"]; "__nncf_hooks.pre_hooks.b5/b3/0/conv2d/0__1.0._scale_param_storage" -> "b5/b3/0/pre_hook__b5-b3-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48, 1, 1, 1)"]; @@ -1706,7 +1706,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b5/b3/7/batch_norm/0" -> "b5/b3/8/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "b5/b3/8/relu_/0" -> "b5/b3/8/post_hook__b5-b3-8-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "__nncf_hooks.post_hooks.b5/b3/8/relu_/0__0.0._scale_param_storage" -> "b5/b3/8/post_hook__b5-b3-8-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"b5/b3/8/post_hook__b5-b3-8-relu_-0__0[0]/symmetric_quantize/0" -> "b5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; +"b5/b3/8/post_hook__b5-b3-8-relu_-0__0[0]/symmetric_quantize/0" -> "b5/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(1, 128, 8, 8)"]; "b5/b4/0/max_pool2d/0" -> "b5/b4/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 832, 8, 8)"]; "b5.b4.1.weight" -> "b5/b4/1/pre_hook__b5-b4-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(128, 832, 1, 1)"]; "b5.b4.1.bias" -> "b5/b4/1/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; @@ -1720,7 +1720,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "b5/b4/2/batch_norm/0" -> "b5/b4/3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "b5/b4/3/relu_/0" -> "b5/b4/3/post_hook__b5-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; "__nncf_hooks.post_hooks.b5/b4/3/relu_/0__0.0._scale_param_storage" -> "b5/b4/3/post_hook__b5-b4-3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"b5/b4/3/post_hook__b5-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 8, 8)"]; +"b5/b4/3/post_hook__b5-b4-3-relu_-0__0[0]/symmetric_quantize/0" -> "b5/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(1, 128, 8, 8)"]; "b5/cat/0" -> "avgpool/avg_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 8, 8)"]; "avgpool/avg_pool2d/0" -> "avgpool/post_hook__avgpool-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 1, 1)"]; "__nncf_hooks.post_hooks.avgpool/avg_pool2d/0__0.0._scale_param_storage" -> "avgpool/post_hook__avgpool-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; diff --git a/tests/torch2/data/quantization/test_quantized_graphs/inception_v3.dot b/tests/torch2/data/quantization/test_quantized_graphs/inception_v3.dot index 2068559c7a3..3eba6742f84 100644 --- a/tests/torch2/data/quantization/test_quantized_graphs/inception_v3.dot +++ b/tests/torch2/data/quantization/test_quantized_graphs/inception_v3.dot @@ -91,8 +91,8 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "Mixed_5b.branch1x1.bn.running_var" [id=89, metatype=PTConstNoopMetatype, type=nncf_model_const]; "Mixed_5b/branch1x1/bn/batch_norm/0" [id=90, metatype=PTBatchNormMetatype, type=batch_norm]; "Mixed_5b/branch1x1/relu_/0" [id=91, metatype=PTRELUMetatype, type=relu_]; -"__nncf_hooks.post_hooks.Mixed_5b/branch1x1/relu_/0__0.0._scale_param_storage" [id=92, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"Mixed_5b/branch1x1/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [id=93, metatype=UnknownMetatype, type=symmetric_quantize]; +"__nncf_hooks.post_hooks.Mixed_5b/branch5x5_2/relu_/0__0.0._scale_param_storage" [id=92, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"Mixed_5b/branch1x1/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [id=93, metatype=UnknownMetatype, type=symmetric_quantize]; "Mixed_5b.branch5x5_1.conv.weight" [id=94, metatype=PTConstNoopMetatype, type=nncf_model_const]; "__nncf_hooks.pre_hooks.Mixed_5b/branch5x5_1/conv/conv2d/0__1.0._scale_param_storage" [id=95, metatype=PTConstNoopMetatype, type=nncf_model_const]; "Mixed_5b/branch5x5_1/conv/pre_hook__Mixed_5b-branch5x5_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [id=96, metatype=UnknownMetatype, type=symmetric_quantize]; @@ -115,7 +115,7 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "Mixed_5b.branch5x5_2.bn.running_var" [id=113, metatype=PTConstNoopMetatype, type=nncf_model_const]; "Mixed_5b/branch5x5_2/bn/batch_norm/0" [id=114, metatype=PTBatchNormMetatype, type=batch_norm]; "Mixed_5b/branch5x5_2/relu_/0" [id=115, metatype=PTRELUMetatype, type=relu_]; -"Mixed_5b/branch5x5_2/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [id=116, metatype=UnknownMetatype, type=symmetric_quantize]; +"Mixed_5b/branch5x5_2/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [id=116, metatype=UnknownMetatype, type=symmetric_quantize]; "Mixed_5b.branch3x3dbl_1.conv.weight" [id=117, metatype=PTConstNoopMetatype, type=nncf_model_const]; "__nncf_hooks.pre_hooks.Mixed_5b/branch3x3dbl_1/conv/conv2d/0__1.0._scale_param_storage" [id=118, metatype=PTConstNoopMetatype, type=nncf_model_const]; "Mixed_5b/branch3x3dbl_1/conv/pre_hook__Mixed_5b-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [id=119, metatype=UnknownMetatype, type=symmetric_quantize]; @@ -150,7 +150,7 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "Mixed_5b.branch3x3dbl_3.bn.running_var" [id=148, metatype=PTConstNoopMetatype, type=nncf_model_const]; "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [id=149, metatype=PTBatchNormMetatype, type=batch_norm]; "Mixed_5b/branch3x3dbl_3/relu_/0" [id=150, metatype=PTRELUMetatype, type=relu_]; -"Mixed_5b/branch3x3dbl_3/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [id=151, metatype=UnknownMetatype, type=symmetric_quantize]; +"Mixed_5b/branch3x3dbl_3/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [id=151, metatype=UnknownMetatype, type=symmetric_quantize]; "Mixed_5b/avg_pool2d/0" [id=152, metatype=PTAvgPool2dMetatype, type=avg_pool2d]; "__nncf_hooks.post_hooks.Mixed_5b/avg_pool2d/0__0.0._scale_param_storage" [id=153, metatype=PTConstNoopMetatype, type=nncf_model_const]; "Mixed_5b/post_hook__Mixed_5b-avg_pool2d-0__0[0]/symmetric_quantize/0" [id=154, metatype=UnknownMetatype, type=symmetric_quantize]; @@ -164,7 +164,7 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "Mixed_5b.branch_pool.bn.running_var" [id=162, metatype=PTConstNoopMetatype, type=nncf_model_const]; "Mixed_5b/branch_pool/bn/batch_norm/0" [id=163, metatype=PTBatchNormMetatype, type=batch_norm]; "Mixed_5b/branch_pool/relu_/0" [id=164, metatype=PTRELUMetatype, type=relu_]; -"Mixed_5b/branch_pool/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [id=165, metatype=UnknownMetatype, type=symmetric_quantize]; +"Mixed_5b/branch_pool/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [id=165, metatype=UnknownMetatype, type=symmetric_quantize]; "Mixed_5b/cat/0" [id=166, metatype=PTCatMetatype, type=cat]; "Mixed_5c.branch1x1.conv.weight" [id=167, metatype=PTConstNoopMetatype, type=nncf_model_const]; "__nncf_hooks.pre_hooks.Mixed_5c/branch1x1/conv/conv2d/0__1.0._scale_param_storage" [id=168, metatype=PTConstNoopMetatype, type=nncf_model_const]; @@ -1191,12 +1191,12 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "/unsqueeze/1" -> "/mul/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1, 299, 299)"]; "/mul/1" -> "/add/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1, 299, 299)"]; "/add/1" -> "post_hook__-add-0__0[0]/symmetric_quantize/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1, 299, 299)"]; -"post_hook__-add-0__0[0]/symmetric_quantize/1" -> "/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1, 299, 299)"]; +"post_hook__-add-0__0[0]/symmetric_quantize/1" -> "/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 1, 299, 299)"]; "/__getitem__/2" -> "/unsqueeze/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 299, 299)"]; "/unsqueeze/2" -> "/mul/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1, 299, 299)"]; "/mul/2" -> "/add/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1, 299, 299)"]; "/add/2" -> "post_hook__-add-0__0[0]/symmetric_quantize/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1, 299, 299)"]; -"post_hook__-add-0__0[0]/symmetric_quantize/2" -> "/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1, 299, 299)"]; +"post_hook__-add-0__0[0]/symmetric_quantize/2" -> "/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 1, 299, 299)"]; "/cat/0" -> "Conv2d_1a_3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 3, 299, 299)"]; "Conv2d_1a_3x3.conv.weight" -> "Conv2d_1a_3x3/conv/pre_hook__Conv2d_1a_3x3-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(32, 3, 3, 3)"]; "__nncf_hooks.pre_hooks.Conv2d_1a_3x3/conv/conv2d/0__1.0._scale_param_storage" -> "Conv2d_1a_3x3/conv/pre_hook__Conv2d_1a_3x3-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(32, 1, 1, 1)"]; @@ -1272,12 +1272,12 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5b.branch1x1.bn.running_mean" -> "Mixed_5b/branch1x1/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; "Mixed_5b.branch1x1.bn.running_var" -> "Mixed_5b/branch1x1/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5b/branch1x1/bn/batch_norm/0" -> "Mixed_5b/branch1x1/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; -"Mixed_5b/branch1x1/relu_/0" -> "Mixed_5b/branch1x1/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; -"__nncf_hooks.post_hooks.Mixed_5b/branch1x1/relu_/0__0.0._scale_param_storage" -> "Mixed_5b/branch1x1/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"__nncf_hooks.post_hooks.Mixed_5b/branch1x1/relu_/0__0.0._scale_param_storage" -> "Mixed_5b/branch5x5_2/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"__nncf_hooks.post_hooks.Mixed_5b/branch1x1/relu_/0__0.0._scale_param_storage" -> "Mixed_5b/branch3x3dbl_3/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"__nncf_hooks.post_hooks.Mixed_5b/branch1x1/relu_/0__0.0._scale_param_storage" -> "Mixed_5b/branch_pool/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"Mixed_5b/branch1x1/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; +"Mixed_5b/branch1x1/relu_/0" -> "Mixed_5b/branch1x1/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; +"__nncf_hooks.post_hooks.Mixed_5b/branch5x5_2/relu_/0__0.0._scale_param_storage" -> "Mixed_5b/branch1x1/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"__nncf_hooks.post_hooks.Mixed_5b/branch5x5_2/relu_/0__0.0._scale_param_storage" -> "Mixed_5b/branch5x5_2/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"__nncf_hooks.post_hooks.Mixed_5b/branch5x5_2/relu_/0__0.0._scale_param_storage" -> "Mixed_5b/branch3x3dbl_3/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"__nncf_hooks.post_hooks.Mixed_5b/branch5x5_2/relu_/0__0.0._scale_param_storage" -> "Mixed_5b/branch_pool/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"Mixed_5b/branch1x1/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5b.branch5x5_1.conv.weight" -> "Mixed_5b/branch5x5_1/conv/pre_hook__Mixed_5b-branch5x5_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(48, 192, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_5b/branch5x5_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_5b/branch5x5_1/conv/pre_hook__Mixed_5b-branch5x5_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48, 1, 1, 1)"]; "Mixed_5b/branch5x5_1/conv/pre_hook__Mixed_5b-branch5x5_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_5b/branch5x5_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(48, 192, 1, 1)"]; @@ -1299,8 +1299,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5b.branch5x5_2.bn.running_mean" -> "Mixed_5b/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; "Mixed_5b.branch5x5_2.bn.running_var" -> "Mixed_5b/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5b/branch5x5_2/bn/batch_norm/0" -> "Mixed_5b/branch5x5_2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; -"Mixed_5b/branch5x5_2/relu_/0" -> "Mixed_5b/branch5x5_2/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; -"Mixed_5b/branch5x5_2/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; +"Mixed_5b/branch5x5_2/relu_/0" -> "Mixed_5b/branch5x5_2/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; +"Mixed_5b/branch5x5_2/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5b.branch3x3dbl_1.conv.weight" -> "Mixed_5b/branch3x3dbl_1/conv/pre_hook__Mixed_5b-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 192, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_5b/branch3x3dbl_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_5b/branch3x3dbl_1/conv/pre_hook__Mixed_5b-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64, 1, 1, 1)"]; "Mixed_5b/branch3x3dbl_1/conv/pre_hook__Mixed_5b-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_5b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 192, 1, 1)"]; @@ -1334,8 +1334,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5b.branch3x3dbl_3.bn.running_mean" -> "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(96,)"]; "Mixed_5b.branch3x3dbl_3.bn.running_var" -> "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "Mixed_5b/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_5b/branch3x3dbl_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; -"Mixed_5b/branch3x3dbl_3/relu_/0" -> "Mixed_5b/branch3x3dbl_3/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; -"Mixed_5b/branch3x3dbl_3/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; +"Mixed_5b/branch3x3dbl_3/relu_/0" -> "Mixed_5b/branch3x3dbl_3/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; +"Mixed_5b/branch3x3dbl_3/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 96, 35, 35)"]; "Mixed_5b/avg_pool2d/0" -> "Mixed_5b/post_hook__Mixed_5b-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 35, 35)"]; "__nncf_hooks.post_hooks.Mixed_5b/avg_pool2d/0__0.0._scale_param_storage" -> "Mixed_5b/post_hook__Mixed_5b-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "Mixed_5b/post_hook__Mixed_5b-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "Mixed_5b/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 35, 35)"]; @@ -1348,8 +1348,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5b.branch_pool.bn.running_mean" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(32,)"]; "Mixed_5b.branch_pool.bn.running_var" -> "Mixed_5b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(32,)"]; "Mixed_5b/branch_pool/bn/batch_norm/0" -> "Mixed_5b/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 32, 35, 35)"]; -"Mixed_5b/branch_pool/relu_/0" -> "Mixed_5b/branch_pool/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 32, 35, 35)"]; -"Mixed_5b/branch_pool/post_hook__Mixed_5b-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 32, 35, 35)"]; +"Mixed_5b/branch_pool/relu_/0" -> "Mixed_5b/branch_pool/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 32, 35, 35)"]; +"Mixed_5b/branch_pool/post_hook__Mixed_5b-branch3x3dbl_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5b/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(2, 32, 35, 35)"]; "Mixed_5b/cat/0" -> "Mixed_5c/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 256, 35, 35)"]; "Mixed_5b/cat/0" -> "Mixed_5c/branch5x5_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 256, 35, 35)"]; "Mixed_5b/cat/0" -> "Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 256, 35, 35)"]; @@ -1391,7 +1391,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5c.branch5x5_2.bn.running_var" -> "Mixed_5c/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5c/branch5x5_2/bn/batch_norm/0" -> "Mixed_5c/branch5x5_2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5c/branch5x5_2/relu_/0" -> "Mixed_5c/branch5x5_2/post_hook__Mixed_5c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; -"Mixed_5c/branch5x5_2/post_hook__Mixed_5c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; +"Mixed_5c/branch5x5_2/post_hook__Mixed_5c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5c.branch3x3dbl_1.conv.weight" -> "Mixed_5c/branch3x3dbl_1/conv/pre_hook__Mixed_5c-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 256, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_5c/branch3x3dbl_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_5c/branch3x3dbl_1/conv/pre_hook__Mixed_5c-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64, 1, 1, 1)"]; "Mixed_5c/branch3x3dbl_1/conv/pre_hook__Mixed_5c-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_5c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 256, 1, 1)"]; @@ -1426,7 +1426,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5c.branch3x3dbl_3.bn.running_var" -> "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "Mixed_5c/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_5c/branch3x3dbl_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; "Mixed_5c/branch3x3dbl_3/relu_/0" -> "Mixed_5c/branch3x3dbl_3/post_hook__Mixed_5c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; -"Mixed_5c/branch3x3dbl_3/post_hook__Mixed_5c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; +"Mixed_5c/branch3x3dbl_3/post_hook__Mixed_5c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 96, 35, 35)"]; "Mixed_5c/avg_pool2d/0" -> "Mixed_5c/post_hook__Mixed_5c-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 256, 35, 35)"]; "__nncf_hooks.post_hooks.Mixed_5c/avg_pool2d/0__0.0._scale_param_storage" -> "Mixed_5c/post_hook__Mixed_5c-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "Mixed_5c/post_hook__Mixed_5c-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "Mixed_5c/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 256, 35, 35)"]; @@ -1440,7 +1440,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5c.branch_pool.bn.running_var" -> "Mixed_5c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5c/branch_pool/bn/batch_norm/0" -> "Mixed_5c/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5c/branch_pool/relu_/0" -> "Mixed_5c/branch_pool/post_hook__Mixed_5c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; -"Mixed_5c/branch_pool/post_hook__Mixed_5c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; +"Mixed_5c/branch_pool/post_hook__Mixed_5c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5c/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5c/cat/0" -> "Mixed_5d/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 288, 35, 35)"]; "Mixed_5c/cat/0" -> "Mixed_5d/branch5x5_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 288, 35, 35)"]; "Mixed_5c/cat/0" -> "Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 288, 35, 35)"]; @@ -1484,7 +1484,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5d.branch5x5_2.bn.running_var" -> "Mixed_5d/branch5x5_2/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5d/branch5x5_2/bn/batch_norm/0" -> "Mixed_5d/branch5x5_2/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5d/branch5x5_2/relu_/0" -> "Mixed_5d/branch5x5_2/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; -"Mixed_5d/branch5x5_2/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; +"Mixed_5d/branch5x5_2/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5d.branch3x3dbl_1.conv.weight" -> "Mixed_5d/branch3x3dbl_1/conv/pre_hook__Mixed_5d-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 288, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_5d/branch3x3dbl_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_5d/branch3x3dbl_1/conv/pre_hook__Mixed_5d-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64, 1, 1, 1)"]; "Mixed_5d/branch3x3dbl_1/conv/pre_hook__Mixed_5d-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_5d/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 288, 1, 1)"]; @@ -1519,7 +1519,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5d.branch3x3dbl_3.bn.running_var" -> "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "Mixed_5d/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_5d/branch3x3dbl_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; "Mixed_5d/branch3x3dbl_3/relu_/0" -> "Mixed_5d/branch3x3dbl_3/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; -"Mixed_5d/branch3x3dbl_3/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 35, 35)"]; +"Mixed_5d/branch3x3dbl_3/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 96, 35, 35)"]; "Mixed_5d/avg_pool2d/0" -> "Mixed_5d/post_hook__Mixed_5d-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 288, 35, 35)"]; "__nncf_hooks.post_hooks.Mixed_5d/avg_pool2d/0__0.0._scale_param_storage" -> "Mixed_5d/post_hook__Mixed_5d-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "Mixed_5d/post_hook__Mixed_5d-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "Mixed_5d/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 288, 35, 35)"]; @@ -1533,7 +1533,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_5d.branch_pool.bn.running_var" -> "Mixed_5d/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "Mixed_5d/branch_pool/bn/batch_norm/0" -> "Mixed_5d/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5d/branch_pool/relu_/0" -> "Mixed_5d/branch_pool/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; -"Mixed_5d/branch_pool/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 64, 35, 35)"]; +"Mixed_5d/branch_pool/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_5d/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(2, 64, 35, 35)"]; "Mixed_5d/cat/0" -> "Mixed_6a/branch3x3/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 288, 35, 35)"]; "Mixed_5d/cat/0" -> "Mixed_6a/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 288, 35, 35)"]; "Mixed_5d/cat/0" -> "Mixed_6a/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 288, 35, 35)"]; @@ -1582,8 +1582,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6a.branch3x3dbl_3.bn.running_var" -> "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "Mixed_6a/branch3x3dbl_3/bn/batch_norm/0" -> "Mixed_6a/branch3x3dbl_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 17, 17)"]; "Mixed_6a/branch3x3dbl_3/relu_/0" -> "Mixed_6a/branch3x3dbl_3/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 17, 17)"]; -"Mixed_6a/branch3x3dbl_3/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6a/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 96, 17, 17)"]; -"Mixed_6a/max_pool2d/0" -> "Mixed_6a/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 288, 17, 17)"]; +"Mixed_6a/branch3x3dbl_3/post_hook__Mixed_5d-branch5x5_2-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6a/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 96, 17, 17)"]; +"Mixed_6a/max_pool2d/0" -> "Mixed_6a/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 288, 17, 17)"]; "Mixed_6a/cat/0" -> "Mixed_6b/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6a/cat/0" -> "Mixed_6b/branch7x7_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6a/cat/0" -> "Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; @@ -1637,7 +1637,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6b.branch7x7_3.bn.running_var" -> "Mixed_6b/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6b/branch7x7_3/bn/batch_norm/0" -> "Mixed_6b/branch7x7_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6b/branch7x7_3/relu_/0" -> "Mixed_6b/branch7x7_3/post_hook__Mixed_6b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6b/branch7x7_3/post_hook__Mixed_6b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6b/branch7x7_3/post_hook__Mixed_6b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6b.branch7x7dbl_1.conv.weight" -> "Mixed_6b/branch7x7dbl_1/conv/pre_hook__Mixed_6b-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(128, 768, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_6b/branch7x7dbl_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_6b/branch7x7dbl_1/conv/pre_hook__Mixed_6b-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(128, 1, 1, 1)"]; "Mixed_6b/branch7x7dbl_1/conv/pre_hook__Mixed_6b-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_6b/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128, 768, 1, 1)"]; @@ -1696,7 +1696,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6b.branch7x7dbl_5.bn.running_var" -> "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6b/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6b/branch7x7dbl_5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6b/branch7x7dbl_5/relu_/0" -> "Mixed_6b/branch7x7dbl_5/post_hook__Mixed_6b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6b/branch7x7dbl_5/post_hook__Mixed_6b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6b/branch7x7dbl_5/post_hook__Mixed_6b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6b/avg_pool2d/0" -> "Mixed_6b/post_hook__Mixed_6b-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "__nncf_hooks.post_hooks.Mixed_6b/avg_pool2d/0__0.0._scale_param_storage" -> "Mixed_6b/post_hook__Mixed_6b-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "Mixed_6b/post_hook__Mixed_6b-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "Mixed_6b/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; @@ -1710,7 +1710,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6b.branch_pool.bn.running_var" -> "Mixed_6b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6b/branch_pool/bn/batch_norm/0" -> "Mixed_6b/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6b/branch_pool/relu_/0" -> "Mixed_6b/branch_pool/post_hook__Mixed_6b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6b/branch_pool/post_hook__Mixed_6b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6b/branch_pool/post_hook__Mixed_6b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6b/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6b/cat/0" -> "Mixed_6c/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6b/cat/0" -> "Mixed_6c/branch7x7_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6b/cat/0" -> "Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; @@ -1764,7 +1764,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6c.branch7x7_3.bn.running_var" -> "Mixed_6c/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6c/branch7x7_3/bn/batch_norm/0" -> "Mixed_6c/branch7x7_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6c/branch7x7_3/relu_/0" -> "Mixed_6c/branch7x7_3/post_hook__Mixed_6c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6c/branch7x7_3/post_hook__Mixed_6c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6c/branch7x7_3/post_hook__Mixed_6c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6c.branch7x7dbl_1.conv.weight" -> "Mixed_6c/branch7x7dbl_1/conv/pre_hook__Mixed_6c-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(160, 768, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_6c/branch7x7dbl_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_6c/branch7x7dbl_1/conv/pre_hook__Mixed_6c-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(160, 1, 1, 1)"]; "Mixed_6c/branch7x7dbl_1/conv/pre_hook__Mixed_6c-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_6c/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160, 768, 1, 1)"]; @@ -1823,7 +1823,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6c.branch7x7dbl_5.bn.running_var" -> "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6c/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6c/branch7x7dbl_5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6c/branch7x7dbl_5/relu_/0" -> "Mixed_6c/branch7x7dbl_5/post_hook__Mixed_6c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6c/branch7x7dbl_5/post_hook__Mixed_6c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6c/branch7x7dbl_5/post_hook__Mixed_6c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6c/avg_pool2d/0" -> "Mixed_6c/post_hook__Mixed_6c-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "__nncf_hooks.post_hooks.Mixed_6c/avg_pool2d/0__0.0._scale_param_storage" -> "Mixed_6c/post_hook__Mixed_6c-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "Mixed_6c/post_hook__Mixed_6c-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "Mixed_6c/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; @@ -1837,7 +1837,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6c.branch_pool.bn.running_var" -> "Mixed_6c/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6c/branch_pool/bn/batch_norm/0" -> "Mixed_6c/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6c/branch_pool/relu_/0" -> "Mixed_6c/branch_pool/post_hook__Mixed_6c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6c/branch_pool/post_hook__Mixed_6c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6c/branch_pool/post_hook__Mixed_6c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6c/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6c/cat/0" -> "Mixed_6d/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6c/cat/0" -> "Mixed_6d/branch7x7_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6c/cat/0" -> "Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; @@ -1891,7 +1891,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6d.branch7x7_3.bn.running_var" -> "Mixed_6d/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6d/branch7x7_3/bn/batch_norm/0" -> "Mixed_6d/branch7x7_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6d/branch7x7_3/relu_/0" -> "Mixed_6d/branch7x7_3/post_hook__Mixed_6d-branch7x7_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6d/branch7x7_3/post_hook__Mixed_6d-branch7x7_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6d/branch7x7_3/post_hook__Mixed_6d-branch7x7_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6d.branch7x7dbl_1.conv.weight" -> "Mixed_6d/branch7x7dbl_1/conv/pre_hook__Mixed_6d-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(160, 768, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_6d/branch7x7dbl_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_6d/branch7x7dbl_1/conv/pre_hook__Mixed_6d-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(160, 1, 1, 1)"]; "Mixed_6d/branch7x7dbl_1/conv/pre_hook__Mixed_6d-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_6d/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(160, 768, 1, 1)"]; @@ -1950,7 +1950,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6d.branch7x7dbl_5.bn.running_var" -> "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6d/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6d/branch7x7dbl_5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6d/branch7x7dbl_5/relu_/0" -> "Mixed_6d/branch7x7dbl_5/post_hook__Mixed_6d-branch7x7_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6d/branch7x7dbl_5/post_hook__Mixed_6d-branch7x7_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6d/branch7x7dbl_5/post_hook__Mixed_6d-branch7x7_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6d/avg_pool2d/0" -> "Mixed_6d/post_hook__Mixed_6d-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "__nncf_hooks.post_hooks.Mixed_6d/avg_pool2d/0__0.0._scale_param_storage" -> "Mixed_6d/post_hook__Mixed_6d-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "Mixed_6d/post_hook__Mixed_6d-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "Mixed_6d/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; @@ -1964,7 +1964,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6d.branch_pool.bn.running_var" -> "Mixed_6d/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6d/branch_pool/bn/batch_norm/0" -> "Mixed_6d/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6d/branch_pool/relu_/0" -> "Mixed_6d/branch_pool/post_hook__Mixed_6d-branch7x7_3-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6d/branch_pool/post_hook__Mixed_6d-branch7x7_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6d/branch_pool/post_hook__Mixed_6d-branch7x7_3-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6d/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6d/cat/0" -> "Mixed_6e/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6d/cat/0" -> "Mixed_6e/branch7x7_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6d/cat/0" -> "Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; @@ -2020,7 +2020,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6e.branch7x7_3.bn.running_var" -> "Mixed_6e/branch7x7_3/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6e/branch7x7_3/bn/batch_norm/0" -> "Mixed_6e/branch7x7_3/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6e/branch7x7_3/relu_/0" -> "Mixed_6e/branch7x7_3/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6e/branch7x7_3/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6e/branch7x7_3/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6e.branch7x7dbl_1.conv.weight" -> "Mixed_6e/branch7x7dbl_1/conv/pre_hook__Mixed_6e-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(192, 768, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_6e/branch7x7dbl_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_6e/branch7x7dbl_1/conv/pre_hook__Mixed_6e-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192, 1, 1, 1)"]; "Mixed_6e/branch7x7dbl_1/conv/pre_hook__Mixed_6e-branch7x7dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_6e/branch7x7dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 768, 1, 1)"]; @@ -2079,7 +2079,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6e.branch7x7dbl_5.bn.running_var" -> "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6e/branch7x7dbl_5/bn/batch_norm/0" -> "Mixed_6e/branch7x7dbl_5/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6e/branch7x7dbl_5/relu_/0" -> "Mixed_6e/branch7x7dbl_5/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6e/branch7x7dbl_5/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6e/branch7x7dbl_5/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6e/avg_pool2d/0" -> "Mixed_6e/post_hook__Mixed_6e-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "__nncf_hooks.post_hooks.Mixed_6e/avg_pool2d/0__0.0._scale_param_storage" -> "Mixed_6e/post_hook__Mixed_6e-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "Mixed_6e/post_hook__Mixed_6e-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "Mixed_6e/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; @@ -2093,7 +2093,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_6e.branch_pool.bn.running_var" -> "Mixed_6e/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_6e/branch_pool/bn/batch_norm/0" -> "Mixed_6e/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6e/branch_pool/relu_/0" -> "Mixed_6e/branch_pool/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; -"Mixed_6e/branch_pool/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 17, 17)"]; +"Mixed_6e/branch_pool/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_6e/cat/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(2, 192, 17, 17)"]; "Mixed_6e/cat/0" -> "Mixed_7a/branch3x3_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6e/cat/0" -> "Mixed_7a/branch7x7x3_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; "Mixed_6e/cat/0" -> "Mixed_7a/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 17, 17)"]; @@ -2166,8 +2166,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_7a.branch7x7x3_4.bn.running_var" -> "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_7a/branch7x7x3_4/bn/batch_norm/0" -> "Mixed_7a/branch7x7x3_4/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 8, 8)"]; "Mixed_7a/branch7x7x3_4/relu_/0" -> "Mixed_7a/branch7x7x3_4/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 8, 8)"]; -"Mixed_7a/branch7x7x3_4/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7a/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 8, 8)"]; -"Mixed_7a/max_pool2d/0" -> "Mixed_7a/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 8, 8)"]; +"Mixed_7a/branch7x7x3_4/post_hook__Mixed_6e-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7a/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 192, 8, 8)"]; +"Mixed_7a/max_pool2d/0" -> "Mixed_7a/cat/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 768, 8, 8)"]; "Mixed_7a/cat/0" -> "Mixed_7b/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1280, 8, 8)"]; "Mixed_7a/cat/0" -> "Mixed_7b/branch3x3_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1280, 8, 8)"]; "Mixed_7a/cat/0" -> "Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1280, 8, 8)"]; @@ -2223,8 +2223,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_7b.branch3x3_2b.bn.running_var" -> "Mixed_7b/branch3x3_2b/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(384,)"]; "Mixed_7b/branch3x3_2b/bn/batch_norm/0" -> "Mixed_7b/branch3x3_2b/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; "Mixed_7b/branch3x3_2b/relu_/0" -> "Mixed_7b/branch3x3_2b/post_hook__Mixed_7b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; -"Mixed_7b/branch3x3_2b/post_hook__Mixed_7b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7b/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; -"Mixed_7b/cat/0" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 8, 8)"]; +"Mixed_7b/branch3x3_2b/post_hook__Mixed_7b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7b/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 384, 8, 8)"]; +"Mixed_7b/cat/0" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 768, 8, 8)"]; "Mixed_7b.branch3x3dbl_1.conv.weight" -> "Mixed_7b/branch3x3dbl_1/conv/pre_hook__Mixed_7b-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(448, 1280, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_7b/branch3x3dbl_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_7b/branch3x3dbl_1/conv/pre_hook__Mixed_7b-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(448, 1, 1, 1)"]; "Mixed_7b/branch3x3dbl_1/conv/pre_hook__Mixed_7b-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_7b/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448, 1280, 1, 1)"]; @@ -2271,8 +2271,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_7b.branch3x3dbl_3b.bn.running_var" -> "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(384,)"]; "Mixed_7b/branch3x3dbl_3b/bn/batch_norm/0" -> "Mixed_7b/branch3x3dbl_3b/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; "Mixed_7b/branch3x3dbl_3b/relu_/0" -> "Mixed_7b/branch3x3dbl_3b/post_hook__Mixed_7b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; -"Mixed_7b/branch3x3dbl_3b/post_hook__Mixed_7b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7b/cat/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; -"Mixed_7b/cat/1" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 8, 8)"]; +"Mixed_7b/branch3x3dbl_3b/post_hook__Mixed_7b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7b/cat/1" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 384, 8, 8)"]; +"Mixed_7b/cat/1" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 768, 8, 8)"]; "Mixed_7b/avg_pool2d/0" -> "Mixed_7b/post_hook__Mixed_7b-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1280, 8, 8)"]; "__nncf_hooks.post_hooks.Mixed_7b/avg_pool2d/0__0.0._scale_param_storage" -> "Mixed_7b/post_hook__Mixed_7b-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "Mixed_7b/post_hook__Mixed_7b-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "Mixed_7b/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 1280, 8, 8)"]; @@ -2286,7 +2286,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_7b.branch_pool.bn.running_var" -> "Mixed_7b/branch_pool/bn/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(192,)"]; "Mixed_7b/branch_pool/bn/batch_norm/0" -> "Mixed_7b/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 8, 8)"]; "Mixed_7b/branch_pool/relu_/0" -> "Mixed_7b/branch_pool/post_hook__Mixed_7b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 8, 8)"]; -"Mixed_7b/branch_pool/post_hook__Mixed_7b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 8, 8)"]; +"Mixed_7b/branch_pool/post_hook__Mixed_7b-branch1x1-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7b/cat/2" [dtype=float, in_port_id=3, out_port_id=0, shape="(2, 192, 8, 8)"]; "Mixed_7b/cat/2" -> "Mixed_7c/branch1x1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 2048, 8, 8)"]; "Mixed_7b/cat/2" -> "Mixed_7c/branch3x3_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 2048, 8, 8)"]; "Mixed_7b/cat/2" -> "Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 2048, 8, 8)"]; @@ -2339,8 +2339,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_7c/branch3x3_2b/bn/batch_norm/0" -> "Mixed_7c/branch3x3_2b/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; "Mixed_7c/branch3x3_2b/relu_/0" -> "Mixed_7c/branch3x3_2b/post_hook__Mixed_7c-branch3x3_2b-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; "__nncf_hooks.post_hooks.Mixed_7c/branch3x3_2b/relu_/0__0.0._scale_param_storage" -> "Mixed_7c/branch3x3_2b/post_hook__Mixed_7c-branch3x3_2b-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"Mixed_7c/branch3x3_2b/post_hook__Mixed_7c-branch3x3_2b-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7c/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; -"Mixed_7c/cat/0" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 8, 8)"]; +"Mixed_7c/branch3x3_2b/post_hook__Mixed_7c-branch3x3_2b-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7c/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 384, 8, 8)"]; +"Mixed_7c/cat/0" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 768, 8, 8)"]; "Mixed_7c.branch3x3dbl_1.conv.weight" -> "Mixed_7c/branch3x3dbl_1/conv/pre_hook__Mixed_7c-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(448, 2048, 1, 1)"]; "__nncf_hooks.pre_hooks.Mixed_7c/branch3x3dbl_1/conv/conv2d/0__1.0._scale_param_storage" -> "Mixed_7c/branch3x3dbl_1/conv/pre_hook__Mixed_7c-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(448, 1, 1, 1)"]; "Mixed_7c/branch3x3dbl_1/conv/pre_hook__Mixed_7c-branch3x3dbl_1-conv-conv2d-0__1[0]/symmetric_quantize/0" -> "Mixed_7c/branch3x3dbl_1/conv/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(448, 2048, 1, 1)"]; @@ -2389,8 +2389,8 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_7c/branch3x3dbl_3b/bn/batch_norm/0" -> "Mixed_7c/branch3x3dbl_3b/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; "Mixed_7c/branch3x3dbl_3b/relu_/0" -> "Mixed_7c/branch3x3dbl_3b/post_hook__Mixed_7c-branch3x3dbl_3b-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; "__nncf_hooks.post_hooks.Mixed_7c/branch3x3dbl_3b/relu_/0__0.0._scale_param_storage" -> "Mixed_7c/branch3x3dbl_3b/post_hook__Mixed_7c-branch3x3dbl_3b-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"Mixed_7c/branch3x3dbl_3b/post_hook__Mixed_7c-branch3x3dbl_3b-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7c/cat/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 384, 8, 8)"]; -"Mixed_7c/cat/1" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 768, 8, 8)"]; +"Mixed_7c/branch3x3dbl_3b/post_hook__Mixed_7c-branch3x3dbl_3b-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7c/cat/1" [dtype=float, in_port_id=1, out_port_id=0, shape="(2, 384, 8, 8)"]; +"Mixed_7c/cat/1" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=2, out_port_id=0, shape="(2, 768, 8, 8)"]; "Mixed_7c/avg_pool2d/0" -> "Mixed_7c/post_hook__Mixed_7c-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 2048, 8, 8)"]; "__nncf_hooks.post_hooks.Mixed_7c/avg_pool2d/0__0.0._scale_param_storage" -> "Mixed_7c/post_hook__Mixed_7c-avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; "Mixed_7c/post_hook__Mixed_7c-avg_pool2d-0__0[0]/symmetric_quantize/0" -> "Mixed_7c/branch_pool/conv/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 2048, 8, 8)"]; @@ -2405,7 +2405,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "Mixed_7c/branch_pool/bn/batch_norm/0" -> "Mixed_7c/branch_pool/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 8, 8)"]; "Mixed_7c/branch_pool/relu_/0" -> "Mixed_7c/branch_pool/post_hook__Mixed_7c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 8, 8)"]; "__nncf_hooks.post_hooks.Mixed_7c/branch_pool/relu_/0__0.0._scale_param_storage" -> "Mixed_7c/branch_pool/post_hook__Mixed_7c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"Mixed_7c/branch_pool/post_hook__Mixed_7c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 192, 8, 8)"]; +"Mixed_7c/branch_pool/post_hook__Mixed_7c-branch_pool-relu_-0__0[0]/symmetric_quantize/0" -> "Mixed_7c/cat/2" [dtype=float, in_port_id=3, out_port_id=0, shape="(2, 192, 8, 8)"]; "Mixed_7c/cat/2" -> "/adaptive_avg_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 2048, 8, 8)"]; "/adaptive_avg_pool2d/0" -> "post_hook__-adaptive_avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(2, 2048, 1, 1)"]; "__nncf_hooks.post_hooks./adaptive_avg_pool2d/0__0.0._scale_param_storage" -> "post_hook__-adaptive_avg_pool2d-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; diff --git a/tests/torch2/data/quantization/test_quantized_graphs/shufflenetv2.dot b/tests/torch2/data/quantization/test_quantized_graphs/shufflenetv2.dot index 1c391f687a0..a857edb228d 100644 --- a/tests/torch2/data/quantization/test_quantized_graphs/shufflenetv2.dot +++ b/tests/torch2/data/quantization/test_quantized_graphs/shufflenetv2.dot @@ -815,7 +815,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer1.0.bn5.running_var" -> "layer1/0/bn5/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24,)"]; "layer1/0/bn5/batch_norm/0" -> "layer1/0/relu/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; "layer1/0/relu/2" -> "layer1/0/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; -"layer1/0/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/1" -> "layer1/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; +"layer1/0/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/1" -> "layer1/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 24, 16, 16)"]; "layer1/0/cat/0" -> "layer1/0/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 16, 16)"]; "layer1/0/shuffle/view/0" -> "layer1/0/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 24, 16, 16)"]; "layer1/0/shuffle/permute/0" -> "layer1/0/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 2, 16, 16)"]; @@ -856,7 +856,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer1.1.bn3.running_var" -> "layer1/1/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24,)"]; "layer1/1/bn3/batch_norm/0" -> "layer1/1/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; "layer1/1/relu/1" -> "layer1/1/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; -"layer1/1/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/0" -> "layer1/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; +"layer1/1/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/0" -> "layer1/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 24, 16, 16)"]; "layer1/1/cat/0" -> "layer1/1/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 16, 16)"]; "layer1/1/shuffle/view/0" -> "layer1/1/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 24, 16, 16)"]; "layer1/1/shuffle/permute/0" -> "layer1/1/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 2, 16, 16)"]; @@ -897,7 +897,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer1.2.bn3.running_var" -> "layer1/2/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24,)"]; "layer1/2/bn3/batch_norm/0" -> "layer1/2/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; "layer1/2/relu/1" -> "layer1/2/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; -"layer1/2/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/0" -> "layer1/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; +"layer1/2/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/0" -> "layer1/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 24, 16, 16)"]; "layer1/2/cat/0" -> "layer1/2/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 16, 16)"]; "layer1/2/shuffle/view/0" -> "layer1/2/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 24, 16, 16)"]; "layer1/2/shuffle/permute/0" -> "layer1/2/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 2, 16, 16)"]; @@ -938,7 +938,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer1.3.bn3.running_var" -> "layer1/3/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(24,)"]; "layer1/3/bn3/batch_norm/0" -> "layer1/3/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; "layer1/3/relu/1" -> "layer1/3/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; -"layer1/3/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/0" -> "layer1/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 16, 16)"]; +"layer1/3/post_hook__layer1-3-relu-1__0[0]/symmetric_quantize/0" -> "layer1/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 24, 16, 16)"]; "layer1/3/cat/0" -> "layer1/3/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 16, 16)"]; "layer1/3/shuffle/view/0" -> "layer1/3/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 24, 16, 16)"]; "layer1/3/shuffle/permute/0" -> "layer1/3/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 24, 2, 16, 16)"]; @@ -1008,7 +1008,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer2.0.bn5.running_var" -> "layer2/0/bn5/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "layer2/0/bn5/batch_norm/0" -> "layer2/0/relu/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/0/relu/2" -> "layer2/0/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; -"layer2/0/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/1" -> "layer2/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; +"layer2/0/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/1" -> "layer2/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/0/cat/0" -> "layer2/0/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 8, 8)"]; "layer2/0/shuffle/view/0" -> "layer2/0/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 8, 8)"]; "layer2/0/shuffle/permute/0" -> "layer2/0/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 8, 8)"]; @@ -1049,7 +1049,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer2.1.bn3.running_var" -> "layer2/1/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "layer2/1/bn3/batch_norm/0" -> "layer2/1/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/1/relu/1" -> "layer2/1/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; -"layer2/1/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; +"layer2/1/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/1/cat/0" -> "layer2/1/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 8, 8)"]; "layer2/1/shuffle/view/0" -> "layer2/1/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 8, 8)"]; "layer2/1/shuffle/permute/0" -> "layer2/1/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 8, 8)"]; @@ -1090,7 +1090,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer2.2.bn3.running_var" -> "layer2/2/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "layer2/2/bn3/batch_norm/0" -> "layer2/2/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/2/relu/1" -> "layer2/2/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; -"layer2/2/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; +"layer2/2/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/2/cat/0" -> "layer2/2/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 8, 8)"]; "layer2/2/shuffle/view/0" -> "layer2/2/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 8, 8)"]; "layer2/2/shuffle/permute/0" -> "layer2/2/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 8, 8)"]; @@ -1131,7 +1131,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer2.3.bn3.running_var" -> "layer2/3/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "layer2/3/bn3/batch_norm/0" -> "layer2/3/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/3/relu/1" -> "layer2/3/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; -"layer2/3/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; +"layer2/3/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/3/cat/0" -> "layer2/3/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 8, 8)"]; "layer2/3/shuffle/view/0" -> "layer2/3/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 8, 8)"]; "layer2/3/shuffle/permute/0" -> "layer2/3/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 8, 8)"]; @@ -1172,7 +1172,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer2.4.bn3.running_var" -> "layer2/4/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "layer2/4/bn3/batch_norm/0" -> "layer2/4/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/4/relu/1" -> "layer2/4/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; -"layer2/4/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; +"layer2/4/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/4/cat/0" -> "layer2/4/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 8, 8)"]; "layer2/4/shuffle/view/0" -> "layer2/4/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 8, 8)"]; "layer2/4/shuffle/permute/0" -> "layer2/4/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 8, 8)"]; @@ -1213,7 +1213,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer2.5.bn3.running_var" -> "layer2/5/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "layer2/5/bn3/batch_norm/0" -> "layer2/5/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/5/relu/1" -> "layer2/5/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; -"layer2/5/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/5/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; +"layer2/5/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/5/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/5/cat/0" -> "layer2/5/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 8, 8)"]; "layer2/5/shuffle/view/0" -> "layer2/5/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 8, 8)"]; "layer2/5/shuffle/permute/0" -> "layer2/5/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 8, 8)"]; @@ -1254,7 +1254,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer2.6.bn3.running_var" -> "layer2/6/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "layer2/6/bn3/batch_norm/0" -> "layer2/6/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/6/relu/1" -> "layer2/6/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; -"layer2/6/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; +"layer2/6/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/6/cat/0" -> "layer2/6/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 8, 8)"]; "layer2/6/shuffle/view/0" -> "layer2/6/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 8, 8)"]; "layer2/6/shuffle/permute/0" -> "layer2/6/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 8, 8)"]; @@ -1295,7 +1295,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer2.7.bn3.running_var" -> "layer2/7/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(48,)"]; "layer2/7/bn3/batch_norm/0" -> "layer2/7/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/7/relu/1" -> "layer2/7/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; -"layer2/7/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 8, 8)"]; +"layer2/7/post_hook__layer2-0-relu-2__0[0]/symmetric_quantize/0" -> "layer2/7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 48, 8, 8)"]; "layer2/7/cat/0" -> "layer2/7/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 8, 8)"]; "layer2/7/shuffle/view/0" -> "layer2/7/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 48, 8, 8)"]; "layer2/7/shuffle/permute/0" -> "layer2/7/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 48, 2, 8, 8)"]; @@ -1361,7 +1361,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer3.0.bn5.running_var" -> "layer3/0/bn5/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "layer3/0/bn5/batch_norm/0" -> "layer3/0/relu/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; "layer3/0/relu/2" -> "layer3/0/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; -"layer3/0/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/1" -> "layer3/0/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; +"layer3/0/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/1" -> "layer3/0/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 4, 4)"]; "layer3/0/cat/0" -> "layer3/0/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 4, 4)"]; "layer3/0/shuffle/view/0" -> "layer3/0/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 96, 4, 4)"]; "layer3/0/shuffle/permute/0" -> "layer3/0/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 2, 4, 4)"]; @@ -1402,7 +1402,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer3.1.bn3.running_var" -> "layer3/1/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "layer3/1/bn3/batch_norm/0" -> "layer3/1/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; "layer3/1/relu/1" -> "layer3/1/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; -"layer3/1/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/0" -> "layer3/1/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; +"layer3/1/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/0" -> "layer3/1/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 4, 4)"]; "layer3/1/cat/0" -> "layer3/1/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 4, 4)"]; "layer3/1/shuffle/view/0" -> "layer3/1/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 96, 4, 4)"]; "layer3/1/shuffle/permute/0" -> "layer3/1/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 2, 4, 4)"]; @@ -1443,7 +1443,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer3.2.bn3.running_var" -> "layer3/2/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "layer3/2/bn3/batch_norm/0" -> "layer3/2/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; "layer3/2/relu/1" -> "layer3/2/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; -"layer3/2/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/0" -> "layer3/2/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; +"layer3/2/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/0" -> "layer3/2/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 4, 4)"]; "layer3/2/cat/0" -> "layer3/2/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 4, 4)"]; "layer3/2/shuffle/view/0" -> "layer3/2/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 96, 4, 4)"]; "layer3/2/shuffle/permute/0" -> "layer3/2/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 2, 4, 4)"]; @@ -1484,7 +1484,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "layer3.3.bn3.running_var" -> "layer3/3/bn3/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(96,)"]; "layer3/3/bn3/batch_norm/0" -> "layer3/3/relu/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; "layer3/3/relu/1" -> "layer3/3/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; -"layer3/3/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/0" -> "layer3/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 4, 4)"]; +"layer3/3/post_hook__layer3-3-relu-1__0[0]/symmetric_quantize/0" -> "layer3/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 96, 4, 4)"]; "layer3/3/cat/0" -> "layer3/3/shuffle/view/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 4, 4)"]; "layer3/3/shuffle/view/0" -> "layer3/3/shuffle/permute/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 2, 96, 4, 4)"]; "layer3/3/shuffle/permute/0" -> "layer3/3/shuffle/reshape/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 96, 2, 4, 4)"]; diff --git a/tests/torch2/data/quantization/test_quantized_graphs/squeezenet1_1.dot b/tests/torch2/data/quantization/test_quantized_graphs/squeezenet1_1.dot index 7d0bb375bfd..243a8c90add 100644 --- a/tests/torch2/data/quantization/test_quantized_graphs/squeezenet1_1.dot +++ b/tests/torch2/data/quantization/test_quantized_graphs/squeezenet1_1.dot @@ -253,7 +253,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "features/3/expand3x3/pre_hook__features-3-expand3x3-conv2d-0__1[0]/symmetric_quantize/0" -> "features/3/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 16, 3, 3)"]; "features/3/expand3x3/conv2d/0" -> "features/3/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 7, 7)"]; "features/3/expand3x3_activation/relu_/0" -> "features/3/expand3x3_activation/post_hook__features-3-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 7, 7)"]; -"features/3/expand3x3_activation/post_hook__features-3-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/3/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 7, 7)"]; +"features/3/expand3x3_activation/post_hook__features-3-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/3/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 64, 7, 7)"]; "features/3/cat/0" -> "features/4/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 7, 7)"]; "features.4.squeeze.weight" -> "features/4/squeeze/pre_hook__features-4-squeeze-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(16, 128, 1, 1)"]; "features.4.squeeze.bias" -> "features/4/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(16,)"]; @@ -279,7 +279,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "features/4/expand3x3/pre_hook__features-4-expand3x3-conv2d-0__1[0]/symmetric_quantize/0" -> "features/4/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(64, 16, 3, 3)"]; "features/4/expand3x3/conv2d/0" -> "features/4/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 7, 7)"]; "features/4/expand3x3_activation/relu_/0" -> "features/4/expand3x3_activation/post_hook__features-4-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 7, 7)"]; -"features/4/expand3x3_activation/post_hook__features-4-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/4/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 7, 7)"]; +"features/4/expand3x3_activation/post_hook__features-4-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/4/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 64, 7, 7)"]; "features/4/cat/0" -> "features/5/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 7, 7)"]; "features/5/max_pool2d/0" -> "features/6/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 3, 3)"]; "features.6.squeeze.weight" -> "features/6/squeeze/pre_hook__features-6-squeeze-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(32, 128, 1, 1)"]; @@ -306,7 +306,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "features/6/expand3x3/pre_hook__features-6-expand3x3-conv2d-0__1[0]/symmetric_quantize/0" -> "features/6/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128, 32, 3, 3)"]; "features/6/expand3x3/conv2d/0" -> "features/6/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 3, 3)"]; "features/6/expand3x3_activation/relu_/0" -> "features/6/expand3x3_activation/post_hook__features-6-expand1x1_activation-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 3, 3)"]; -"features/6/expand3x3_activation/post_hook__features-6-expand1x1_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/6/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 3, 3)"]; +"features/6/expand3x3_activation/post_hook__features-6-expand1x1_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/6/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 128, 3, 3)"]; "features/6/cat/0" -> "features/7/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 3, 3)"]; "features.7.squeeze.weight" -> "features/7/squeeze/pre_hook__features-7-squeeze-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(32, 256, 1, 1)"]; "features.7.squeeze.bias" -> "features/7/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(32,)"]; @@ -332,7 +332,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "features/7/expand3x3/pre_hook__features-7-expand3x3-conv2d-0__1[0]/symmetric_quantize/0" -> "features/7/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(128, 32, 3, 3)"]; "features/7/expand3x3/conv2d/0" -> "features/7/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 3, 3)"]; "features/7/expand3x3_activation/relu_/0" -> "features/7/expand3x3_activation/post_hook__features-7-expand1x1_activation-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 3, 3)"]; -"features/7/expand3x3_activation/post_hook__features-7-expand1x1_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/7/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 3, 3)"]; +"features/7/expand3x3_activation/post_hook__features-7-expand1x1_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/7/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 128, 3, 3)"]; "features/7/cat/0" -> "features/8/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 3, 3)"]; "features/8/max_pool2d/0" -> "features/9/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 1, 1)"]; "features.9.squeeze.weight" -> "features/9/squeeze/pre_hook__features-9-squeeze-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(48, 256, 1, 1)"]; @@ -359,7 +359,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "features/9/expand3x3/pre_hook__features-9-expand3x3-conv2d-0__1[0]/symmetric_quantize/0" -> "features/9/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 48, 3, 3)"]; "features/9/expand3x3/conv2d/0" -> "features/9/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 1, 1)"]; "features/9/expand3x3_activation/relu_/0" -> "features/9/expand3x3_activation/post_hook__features-9-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 1, 1)"]; -"features/9/expand3x3_activation/post_hook__features-9-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/9/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 1, 1)"]; +"features/9/expand3x3_activation/post_hook__features-9-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/9/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 1, 1)"]; "features/9/cat/0" -> "features/10/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 1, 1)"]; "features.10.squeeze.weight" -> "features/10/squeeze/pre_hook__features-10-squeeze-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(48, 384, 1, 1)"]; "features.10.squeeze.bias" -> "features/10/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(48,)"]; @@ -385,7 +385,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "features/10/expand3x3/pre_hook__features-10-expand3x3-conv2d-0__1[0]/symmetric_quantize/0" -> "features/10/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(192, 48, 3, 3)"]; "features/10/expand3x3/conv2d/0" -> "features/10/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 1, 1)"]; "features/10/expand3x3_activation/relu_/0" -> "features/10/expand3x3_activation/post_hook__features-10-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 1, 1)"]; -"features/10/expand3x3_activation/post_hook__features-10-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/10/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 192, 1, 1)"]; +"features/10/expand3x3_activation/post_hook__features-10-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/10/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 192, 1, 1)"]; "features/10/cat/0" -> "features/11/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 384, 1, 1)"]; "features.11.squeeze.weight" -> "features/11/squeeze/pre_hook__features-11-squeeze-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 384, 1, 1)"]; "features.11.squeeze.bias" -> "features/11/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; @@ -411,7 +411,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "features/11/expand3x3/pre_hook__features-11-expand3x3-conv2d-0__1[0]/symmetric_quantize/0" -> "features/11/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256, 64, 3, 3)"]; "features/11/expand3x3/conv2d/0" -> "features/11/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 1, 1)"]; "features/11/expand3x3_activation/relu_/0" -> "features/11/expand3x3_activation/post_hook__features-11-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 1, 1)"]; -"features/11/expand3x3_activation/post_hook__features-11-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/11/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 1, 1)"]; +"features/11/expand3x3_activation/post_hook__features-11-expand3x3_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/11/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 256, 1, 1)"]; "features/11/cat/0" -> "features/12/squeeze/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 1, 1)"]; "features.12.squeeze.weight" -> "features/12/squeeze/pre_hook__features-12-squeeze-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 512, 1, 1)"]; "features.12.squeeze.bias" -> "features/12/squeeze/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; @@ -437,7 +437,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "features/12/expand3x3/pre_hook__features-12-expand3x3-conv2d-0__1[0]/symmetric_quantize/0" -> "features/12/expand3x3/conv2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(256, 64, 3, 3)"]; "features/12/expand3x3/conv2d/0" -> "features/12/expand3x3_activation/relu_/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 1, 1)"]; "features/12/expand3x3_activation/relu_/0" -> "features/12/expand3x3_activation/post_hook__features-12-expand1x1_activation-relu_-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 1, 1)"]; -"features/12/expand3x3_activation/post_hook__features-12-expand1x1_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/12/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 1, 1)"]; +"features/12/expand3x3_activation/post_hook__features-12-expand1x1_activation-relu_-0__0[0]/symmetric_quantize/0" -> "features/12/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 256, 1, 1)"]; "features/12/cat/0" -> "classifier/0/dropout/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 1, 1)"]; "classifier/0/dropout/0" -> "classifier/1/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 1, 1)"]; "classifier.1.weight" -> "classifier/1/pre_hook__classifier-1-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1000, 512, 1, 1)"]; diff --git a/tests/torch2/data/quantization/test_quantized_graphs/unet.dot b/tests/torch2/data/quantization/test_quantized_graphs/unet.dot index 061dab5b139..b9d7d30500c 100644 --- a/tests/torch2/data/quantization/test_quantized_graphs/unet.dot +++ b/tests/torch2/data/quantization/test_quantized_graphs/unet.dot @@ -26,8 +26,8 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "down_path.0.block.4.running_var" [id=24, metatype=PTConstNoopMetatype, type=nncf_model_const]; "block/4/batch_norm/0" [id=25, metatype=PTBatchNormMetatype, type=batch_norm]; "block/5/relu/0" [id=26, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.up/conv_transpose2d/3__0.0._scale_param_storage" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"block/5/post_hook__block-5-relu-0__0[0]/symmetric_quantize/0" [id=28, metatype=UnknownMetatype, type=symmetric_quantize]; +"__nncf_hooks.post_hooks.block/5/relu/0__0.0._scale_param_storage" [id=27, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"block/5/post_hook__up-conv_transpose2d-3__0[0]/symmetric_quantize/0" [id=28, metatype=UnknownMetatype, type=symmetric_quantize]; "/max_pool2d/0" [id=29, metatype=PTMaxPool2dMetatype, type=max_pool2d]; "down_path.1.block.0.weight" [id=30, metatype=PTConstNoopMetatype, type=nncf_model_const]; "down_path.1.block.0.bias" [id=31, metatype=PTConstNoopMetatype, type=nncf_model_const]; @@ -80,8 +80,8 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "down_path.2.block.4.running_var" [id=78, metatype=PTConstNoopMetatype, type=nncf_model_const]; "block/4/batch_norm/2" [id=79, metatype=PTBatchNormMetatype, type=batch_norm]; "block/5/relu/2" [id=80, metatype=PTRELUMetatype, type=relu]; -"__nncf_hooks.post_hooks.up/conv_transpose2d/1__0.0._scale_param_storage" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; -"block/5/post_hook__block-5-relu-2__0[0]/symmetric_quantize/0" [id=82, metatype=UnknownMetatype, type=symmetric_quantize]; +"__nncf_hooks.post_hooks.block/5/relu/2__0.0._scale_param_storage" [id=81, metatype=PTConstNoopMetatype, type=nncf_model_const]; +"block/5/post_hook__up-conv_transpose2d-1__0[0]/symmetric_quantize/0" [id=82, metatype=UnknownMetatype, type=symmetric_quantize]; "/max_pool2d/2" [id=83, metatype=PTMaxPool2dMetatype, type=max_pool2d]; "down_path.3.block.0.weight" [id=84, metatype=PTConstNoopMetatype, type=nncf_model_const]; "down_path.3.block.0.bias" [id=85, metatype=PTConstNoopMetatype, type=nncf_model_const]; @@ -175,7 +175,7 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "__nncf_hooks.pre_hooks.up/conv_transpose2d/1__1.0._scale_param_storage" [id=173, metatype=PTConstNoopMetatype, type=nncf_model_const]; "up/pre_hook__up-conv_transpose2d-1__1[0]/symmetric_quantize/0" [id=174, metatype=UnknownMetatype, type=symmetric_quantize]; "up/conv_transpose2d/1" [id=175, metatype=PTConvTranspose2dMetatype, type=conv_transpose2d]; -"up/post_hook__block-5-relu-2__0[0]/symmetric_quantize/0" [id=176, metatype=UnknownMetatype, type=symmetric_quantize]; +"up/post_hook__up-conv_transpose2d-1__0[0]/symmetric_quantize/0" [id=176, metatype=UnknownMetatype, type=symmetric_quantize]; "/__getitem__/1" [id=177, metatype=PTGatherMetatype, type=__getitem__]; "/cat/1" [id=178, metatype=PTCatMetatype, type=cat]; "up_path.1.conv_block.block.0.weight" [id=179, metatype=PTConstNoopMetatype, type=nncf_model_const]; @@ -243,7 +243,7 @@ x [id=0, metatype=PTInputNoopMetatype, type=nncf_model_input]; "__nncf_hooks.pre_hooks.up/conv_transpose2d/3__1.0._scale_param_storage" [id=241, metatype=PTConstNoopMetatype, type=nncf_model_const]; "up/pre_hook__up-conv_transpose2d-3__1[0]/symmetric_quantize/0" [id=242, metatype=UnknownMetatype, type=symmetric_quantize]; "up/conv_transpose2d/3" [id=243, metatype=PTConvTranspose2dMetatype, type=conv_transpose2d]; -"up/post_hook__block-5-relu-0__0[0]/symmetric_quantize/0" [id=244, metatype=UnknownMetatype, type=symmetric_quantize]; +"up/post_hook__up-conv_transpose2d-3__0[0]/symmetric_quantize/0" [id=244, metatype=UnknownMetatype, type=symmetric_quantize]; "/__getitem__/3" [id=245, metatype=PTGatherMetatype, type=__getitem__]; "/cat/3" [id=246, metatype=PTCatMetatype, type=cat]; "up_path.3.conv_block.block.0.weight" [id=247, metatype=PTConstNoopMetatype, type=nncf_model_const]; @@ -304,11 +304,11 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "down_path.0.block.4.running_mean" -> "block/4/batch_norm/0" [dtype=float, in_port_id=3, out_port_id=0, shape="(64,)"]; "down_path.0.block.4.running_var" -> "block/4/batch_norm/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(64,)"]; "block/4/batch_norm/0" -> "block/5/relu/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 356, 476)"]; -"block/5/relu/0" -> "block/5/post_hook__block-5-relu-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 356, 476)"]; -"__nncf_hooks.post_hooks.up/conv_transpose2d/3__0.0._scale_param_storage" -> "block/5/post_hook__block-5-relu-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"__nncf_hooks.post_hooks.up/conv_transpose2d/3__0.0._scale_param_storage" -> "up/post_hook__block-5-relu-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"block/5/post_hook__block-5-relu-0__0[0]/symmetric_quantize/0" -> "/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 356, 476)"]; -"block/5/post_hook__block-5-relu-0__0[0]/symmetric_quantize/0" -> "/__getitem__/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 356, 476)"]; +"block/5/relu/0" -> "block/5/post_hook__up-conv_transpose2d-3__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 356, 476)"]; +"__nncf_hooks.post_hooks.block/5/relu/0__0.0._scale_param_storage" -> "block/5/post_hook__up-conv_transpose2d-3__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"__nncf_hooks.post_hooks.block/5/relu/0__0.0._scale_param_storage" -> "up/post_hook__up-conv_transpose2d-3__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"block/5/post_hook__up-conv_transpose2d-3__0[0]/symmetric_quantize/0" -> "/max_pool2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 356, 476)"]; +"block/5/post_hook__up-conv_transpose2d-3__0[0]/symmetric_quantize/0" -> "/__getitem__/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 356, 476)"]; "/max_pool2d/0" -> "block/0/conv2d/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 178, 238)"]; "down_path.1.block.0.weight" -> "block/0/pre_hook__block-0-conv2d-1__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(128, 64, 3, 3)"]; "down_path.1.block.0.bias" -> "block/0/conv2d/1" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; @@ -362,11 +362,11 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "down_path.2.block.4.running_mean" -> "block/4/batch_norm/2" [dtype=float, in_port_id=3, out_port_id=0, shape="(256,)"]; "down_path.2.block.4.running_var" -> "block/4/batch_norm/2" [dtype=float, in_port_id=4, out_port_id=0, shape="(256,)"]; "block/4/batch_norm/2" -> "block/5/relu/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 83, 113)"]; -"block/5/relu/2" -> "block/5/post_hook__block-5-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 83, 113)"]; -"__nncf_hooks.post_hooks.up/conv_transpose2d/1__0.0._scale_param_storage" -> "block/5/post_hook__block-5-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"__nncf_hooks.post_hooks.up/conv_transpose2d/1__0.0._scale_param_storage" -> "up/post_hook__block-5-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; -"block/5/post_hook__block-5-relu-2__0[0]/symmetric_quantize/0" -> "/max_pool2d/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 83, 113)"]; -"block/5/post_hook__block-5-relu-2__0[0]/symmetric_quantize/0" -> "/__getitem__/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 83, 113)"]; +"block/5/relu/2" -> "block/5/post_hook__up-conv_transpose2d-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 83, 113)"]; +"__nncf_hooks.post_hooks.block/5/relu/2__0.0._scale_param_storage" -> "block/5/post_hook__up-conv_transpose2d-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"__nncf_hooks.post_hooks.block/5/relu/2__0.0._scale_param_storage" -> "up/post_hook__up-conv_transpose2d-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1,)"]; +"block/5/post_hook__up-conv_transpose2d-1__0[0]/symmetric_quantize/0" -> "/max_pool2d/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 83, 113)"]; +"block/5/post_hook__up-conv_transpose2d-1__0[0]/symmetric_quantize/0" -> "/__getitem__/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 83, 113)"]; "/max_pool2d/2" -> "block/0/conv2d/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 41, 56)"]; "down_path.3.block.0.weight" -> "block/0/pre_hook__block-0-conv2d-3__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(512, 256, 3, 3)"]; "down_path.3.block.0.bias" -> "block/0/conv2d/3" [dtype=float, in_port_id=2, out_port_id=0, shape="(512,)"]; @@ -429,7 +429,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "up/pre_hook__up-conv_transpose2d-0__1[0]/symmetric_quantize/0" -> "up/conv_transpose2d/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1024, 512, 2, 2)"]; "up/conv_transpose2d/0" -> "up/post_hook__block-5-relu-3__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 28, 44)"]; "up/post_hook__block-5-relu-3__0[0]/symmetric_quantize/0" -> "/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 28, 44)"]; -"/__getitem__/0" -> "/cat/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 28, 44)"]; +"/__getitem__/0" -> "/cat/0" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 512, 28, 44)"]; "/cat/0" -> "conv_block/block/0/conv2d/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 1024, 28, 44)"]; "up_path.0.conv_block.block.0.weight" -> "conv_block/block/0/pre_hook__conv_block-block-0-conv2d-0__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(512, 1024, 3, 3)"]; "up_path.0.conv_block.block.0.bias" -> "conv_block/block/0/conv2d/0" [dtype=float, in_port_id=2, out_port_id=0, shape="(512,)"]; @@ -461,9 +461,9 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "up_path.1.up.bias" -> "up/conv_transpose2d/1" [dtype=float, in_port_id=2, out_port_id=0, shape="(256,)"]; "__nncf_hooks.pre_hooks.up/conv_transpose2d/1__1.0._scale_param_storage" -> "up/pre_hook__up-conv_transpose2d-1__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 256, 1, 1)"]; "up/pre_hook__up-conv_transpose2d-1__1[0]/symmetric_quantize/0" -> "up/conv_transpose2d/1" [dtype=float, in_port_id=1, out_port_id=0, shape="(512, 256, 2, 2)"]; -"up/conv_transpose2d/1" -> "up/post_hook__block-5-relu-2__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 48, 80)"]; -"up/post_hook__block-5-relu-2__0[0]/symmetric_quantize/0" -> "/cat/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 48, 80)"]; -"/__getitem__/1" -> "/cat/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 48, 80)"]; +"up/conv_transpose2d/1" -> "up/post_hook__up-conv_transpose2d-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 48, 80)"]; +"up/post_hook__up-conv_transpose2d-1__0[0]/symmetric_quantize/0" -> "/cat/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 48, 80)"]; +"/__getitem__/1" -> "/cat/1" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 256, 48, 80)"]; "/cat/1" -> "conv_block/block/0/conv2d/1" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 512, 48, 80)"]; "up_path.1.conv_block.block.0.weight" -> "conv_block/block/0/pre_hook__conv_block-block-0-conv2d-1__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(256, 512, 3, 3)"]; "up_path.1.conv_block.block.0.bias" -> "conv_block/block/0/conv2d/1" [dtype=float, in_port_id=2, out_port_id=0, shape="(256,)"]; @@ -497,7 +497,7 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "up/pre_hook__up-conv_transpose2d-2__1[0]/symmetric_quantize/0" -> "up/conv_transpose2d/2" [dtype=float, in_port_id=1, out_port_id=0, shape="(256, 128, 2, 2)"]; "up/conv_transpose2d/2" -> "up/post_hook__block-5-relu-1__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 88, 152)"]; "up/post_hook__block-5-relu-1__0[0]/symmetric_quantize/0" -> "/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 88, 152)"]; -"/__getitem__/2" -> "/cat/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 88, 152)"]; +"/__getitem__/2" -> "/cat/2" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 128, 88, 152)"]; "/cat/2" -> "conv_block/block/0/conv2d/2" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 256, 88, 152)"]; "up_path.2.conv_block.block.0.weight" -> "conv_block/block/0/pre_hook__conv_block-block-0-conv2d-2__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(128, 256, 3, 3)"]; "up_path.2.conv_block.block.0.bias" -> "conv_block/block/0/conv2d/2" [dtype=float, in_port_id=2, out_port_id=0, shape="(128,)"]; @@ -529,9 +529,9 @@ x -> "post_hook__x__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_ "up_path.3.up.bias" -> "up/conv_transpose2d/3" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; "__nncf_hooks.pre_hooks.up/conv_transpose2d/3__1.0._scale_param_storage" -> "up/pre_hook__up-conv_transpose2d-3__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=4, out_port_id=0, shape="(1, 64, 1, 1)"]; "up/pre_hook__up-conv_transpose2d-3__1[0]/symmetric_quantize/0" -> "up/conv_transpose2d/3" [dtype=float, in_port_id=1, out_port_id=0, shape="(128, 64, 2, 2)"]; -"up/conv_transpose2d/3" -> "up/post_hook__block-5-relu-0__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 168, 296)"]; -"up/post_hook__block-5-relu-0__0[0]/symmetric_quantize/0" -> "/cat/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 168, 296)"]; -"/__getitem__/3" -> "/cat/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 168, 296)"]; +"up/conv_transpose2d/3" -> "up/post_hook__up-conv_transpose2d-3__0[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 168, 296)"]; +"up/post_hook__up-conv_transpose2d-3__0[0]/symmetric_quantize/0" -> "/cat/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 64, 168, 296)"]; +"/__getitem__/3" -> "/cat/3" [dtype=float, in_port_id=1, out_port_id=0, shape="(1, 64, 168, 296)"]; "/cat/3" -> "conv_block/block/0/conv2d/3" [dtype=float, in_port_id=0, out_port_id=0, shape="(1, 128, 168, 296)"]; "up_path.3.conv_block.block.0.weight" -> "conv_block/block/0/pre_hook__conv_block-block-0-conv2d-3__1[0]/symmetric_quantize/0" [dtype=float, in_port_id=0, out_port_id=0, shape="(64, 128, 3, 3)"]; "up_path.3.conv_block.block.0.bias" -> "conv_block/block/0/conv2d/3" [dtype=float, in_port_id=2, out_port_id=0, shape="(64,)"]; diff --git a/tests/torch2/function_hook/nncf_graph/test_layer_attributes.py b/tests/torch2/function_hook/nncf_graph/test_layer_attributes.py index c2d972e663c..695541dc33e 100644 --- a/tests/torch2/function_hook/nncf_graph/test_layer_attributes.py +++ b/tests/torch2/function_hook/nncf_graph/test_layer_attributes.py @@ -46,9 +46,9 @@ def __str__(self) -> str: TensorMeta(dtype=torch.float32, shape=(1, 1, 3, 3), requires_grad=False), TensorMeta(dtype=torch.float32, shape=(1, 1, 1, 1), requires_grad=True), TensorMeta(dtype=torch.float32, shape=(1,), requires_grad=True), - [1, 1], - [0, 0], - [1, 1], + (1, 1), + (0, 0), + (1, 1), 1, ), op_kwargs={}, 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 06e2bd80d95..86063cd75f5 100644 --- a/tests/torch2/function_hook/nncf_graph/test_nncf_graph.py +++ b/tests/torch2/function_hook/nncf_graph/test_nncf_graph.py @@ -10,6 +10,7 @@ # limitations under the License. from dataclasses import dataclass +from functools import partial from typing import List, Tuple, Union import networkx as nx @@ -120,7 +121,7 @@ def __str__(self): ModelDesc("convnext_small", models.convnext_small, [1, 3, 64, 64]), ModelDesc("densenet121", models.densenet121, [1, 3, 64, 64]), ModelDesc("efficientnet_b0", models.efficientnet_b0, [1, 3, 64, 64]), - ModelDesc("inception_v3", models.inception_v3, [1, 3, 300, 300]), + ModelDesc("inception_v3", partial(models.inception_v3, init_weights=False), [1, 3, 300, 300]), ModelDesc("mobilenet_v2", models.mobilenet_v2, [1, 3, 64, 64]), ModelDesc("mobilenet_v3_small", models.mobilenet_v3_small, [1, 3, 64, 64]), ModelDesc("resnet18", models.resnet18, [1, 3, 64, 64]), diff --git a/tests/torch2/function_hook/test_function_hook_mode.py b/tests/torch2/function_hook/test_function_hook_mode.py index b720a669d54..dbe73050ccd 100644 --- a/tests/torch2/function_hook/test_function_hook_mode.py +++ b/tests/torch2/function_hook/test_function_hook_mode.py @@ -23,6 +23,8 @@ from nncf.experimental.torch2.function_hook.hook_executor_mode import generate_normalized_op_name from nncf.experimental.torch2.function_hook.hook_storage import HookStorage from nncf.experimental.torch2.function_hook.wrapper import get_hook_storage +from nncf.experimental.torch2.function_hook.wrapper import register_pre_function_hook +from nncf.experimental.torch2.function_hook.wrapper import wrap_model from tests.torch2.function_hook import helpers from tests.torch2.function_hook.helpers import CallCount @@ -114,3 +116,26 @@ def test_execute_post_hooks(example_outputs: Union[torch.Tensor, List[torch.Tens assert hook_port_1.call_count == 0 else: assert hook_port_1.call_count == 1 + + +class ConcatModel(nn.Module): + def forward(self, x: torch.Tensor) -> torch.Tensor: + return torch.cat([x, x], dim=0) + + +class AddModule(nn.Module): + def __init__(self, val: int) -> None: + super().__init__() + self.arg = val + + def forward(self, x: torch.Tensor) -> torch.Tensor: + return x + self.arg + + +def test_execute_pre_hooks_for_concat(): + model = wrap_model(ConcatModel()) + op_name = "/cat/0" + register_pre_function_hook(model, op_name, 0, AddModule(1)) + register_pre_function_hook(model, op_name, 1, AddModule(2)) + ret_val = model(torch.zeros(2)) + assert torch.allclose(ret_val, torch.tensor([1.0, 1.0, 2.0, 2.0])), ret_val From c4d91befacacf8d74c54a86fd59f824cfaf7f377 Mon Sep 17 00:00:00 2001 From: Alexander Dokuchaev Date: Wed, 12 Feb 2025 03:03:34 +0200 Subject: [PATCH 2/2] doc --- .../torch2/function_hook/graph/build_graph_mode.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/nncf/experimental/torch2/function_hook/graph/build_graph_mode.py b/nncf/experimental/torch2/function_hook/graph/build_graph_mode.py index b9ab6eb504e..a92865059a2 100644 --- a/nncf/experimental/torch2/function_hook/graph/build_graph_mode.py +++ b/nncf/experimental/torch2/function_hook/graph/build_graph_mode.py @@ -274,9 +274,9 @@ def register_op_input(self, arg: Any, node_id: int, port_id: int, op_meta: OpMet :param node_id: Id if operation node. :param port_id: Port id of input argument. :param op_meta: Metadata about the operation. - :return: Descriptor of the input. For a Tensor, this is a `TensorMeta` object. - For a collection of Tensors, a collection of `TensorMeta` objects is returned. - For other types, the original input `arg` is returned as-is. + :return: Descriptor of the input. + For a Tensor, this is a `TensorMeta` object. + For other types, the original input `arg` is returned as-is. """ if isinstance(arg, torch.Tensor): self.register_op_input_tensor(arg, node_id, port_id, op_meta)