diff --git a/nncf/experimental/torch/fx/constant_folding.py b/nncf/experimental/torch/fx/constant_folding.py new file mode 100644 index 00000000000..873b0e62261 --- /dev/null +++ b/nncf/experimental/torch/fx/constant_folding.py @@ -0,0 +1,273 @@ +# Copyright (c) 2024 Intel Corporation +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import collections +from typing import Any, Callable, Dict, List, Optional + +import torch +import torch.utils._pytree as pytree + +aten = torch.ops.aten + + +def _replace_node_with_constant( + gm: torch.fx.GraphModule, + node: torch.fx.Node, + constant: torch.Tensor, + name: Optional[str] = None, +) -> None: + g = gm.graph + + if name: + qualname = name + else: + if not hasattr(gm, "_frozen_param_count"): + gm._frozen_param_count = 0 # type: ignore[assignment] + i = gm._frozen_param_count + + while True: + qualname = f"_frozen_param{i}" + if not hasattr(gm, qualname): + break + i += 1 + + gm._frozen_param_count = i + 1 + + with g.inserting_before(node): + new_input_node = g.create_node("get_attr", qualname, (), {}) + node.replace_all_uses_with(new_input_node) + new_input_node.meta.update(node.meta) + g.erase_node(node) + + # needed to suppress `does not reference an nn.Module, nn.Parameter, or buffer` warning + gm.register_buffer(qualname, constant) + setattr(gm, qualname, constant) + + +def _is_const_source(node: torch.fx.Node, lifted_constants: Optional[Dict[str, Any]]) -> bool: + return node.op == "get_attr" or ( + node.op == "placeholder" and lifted_constants is not None and node.name in lifted_constants + ) + + +class _ConstantFolder(torch.fx.Interpreter): + def __init__( + self, + gm: torch.fx.GraphModule, + skip_constructors: bool = False, + lifted_constants: Optional[Dict[str, torch.Tensor]] = None, + skip_folding_node_fn: Optional[Callable[[torch.fx.Node], bool]] = None, + ) -> None: + super().__init__(gm) + self.node_replacements: Dict[torch.fx.Node, Any] = {} + self.replaced_uses: Dict[torch.fx.Node, int] = collections.Counter() + self.unknown_value = object() + self.skip_constructors: bool = skip_constructors + + # overwrite this to deallocate env values if their only remaining use + # is the output + self.user_to_last_uses = self.node_to_last_non_output_use() + self.lifted_constants = lifted_constants + + def _support_dynamic_shape(self) -> bool: + # ConstantFolder not support dynamic shape now + return False + + def _deduce_value(self, node: torch.fx.Node) -> Any: + return super().run_node(node) + + def is_impure(self, node: torch.fx.node.Node) -> bool: + def is_woq_int8_pattern(node: torch.fx.node.Node) -> bool: + return ( + node.target == torch.ops.prims.convert_element_type.default # type: ignore[return-value] + and isinstance(node.args[0], torch.fx.Node) + and "val" in node.args[0].meta + and node.args[0].meta["val"].dtype == torch.int8 # type: ignore[union-attr] + and node.args[1] == torch.bfloat16 + ) + + if ( + is_woq_int8_pattern(node) + or ( + node.target == torch.ops.aten.permute.default + and len(node.users) == 1 + and is_woq_int8_pattern(next(iter(node.users))) + ) + ) and _is_const_source( + node.args[0], self.lifted_constants # type: ignore[arg-type] + ): + # Case 1: int8_weight -> dq -> bf16_weight + # Case 2: int8_weight -> permute -> dq -> bf16_weight + return True + + quant_registered = getattr(torch.ops.quantized_decomposed, "dequantize_per_channel", None) is not None + if quant_registered and node.target in [ + torch.ops.quantized_decomposed.dequantize_per_channel.default, + torch.ops.quantized_decomposed.dequantize_per_tensor.default, + torch.ops.quantized_decomposed.dequantize_per_tensor.tensor, + ]: + # For the pattern fp32_weight -> q -> dq + # We only folding fp32_weight -> q + # int8_weight and leave dq in graph to be fused + return True + return False + + def node_to_last_non_output_use(self) -> Dict[torch.fx.Node, List[torch.fx.Node]]: + last_non_output_use = collections.defaultdict(list) + seen_uses = set() + output_node = next(iter(reversed(self.module.graph.nodes))) + + for node in reversed(self.module.graph.nodes): + if node.target == "output": + continue + + def add_use(inp: torch.fx.Node) -> None: + if inp in seen_uses: + return + + seen_uses.add(inp) + last_non_output_use[node].append(inp) + + # In-place is fine since we don't mutate + pytree.tree_map_only_(torch.fx.Node, add_use, (node.args, node.kwargs)) + + # if this node is only used in output, we want to gc it right away + if len(node.users) == 1 and output_node in node.users: + last_non_output_use[node].append(node) + + return last_non_output_use + + def run_node(self, node: torch.fx.Node) -> Any: + if node.target == "output": + # because we remove nodes from env on last non output use, + # re-define them now or we'll get error in interpreter + def set_env(arg: torch.fx.Node) -> None: + self.env[arg] = self.unknown_value + + # In-place is fine since we don't mutate + pytree.tree_map_only_(torch.fx.Node, set_env, node.args) + return super().run_node(node) + + args, kwargs = self.fetch_args_kwargs_from_env(node) + flattened_inputs = pytree.arg_tree_leaves(*args, **kwargs) + + # We need to do this weird thing because in cases where flattened_inputs + # contains a ScriptObject, equality checking results in a type error if + # the types are different. + if any( + type(self.unknown_value) is type(input_) and self.unknown_value == input_ for input_ in flattened_inputs + ): + return self.unknown_value + + # TODO - fix errors with this + if node.op == "call_function" and node.target == aten._efficientzerotensor.default: + return self.unknown_value + + # TODO - constant folding triton kernel returns the inputs -- fix this + if node.op == "call_function" and node.name == "triton_kernel_wrapper_functional_proxy": + return self.unknown_value + + # skip constructors, since inductor generates optimal code for them already + # and turning into tensor would result in an additional global memory read + # TODO - more complicated strategy + if ( + self.skip_constructors + and not _is_const_source(node, self.lifted_constants) + and not any(isinstance(e, torch.Tensor) for e in flattened_inputs) + ): + return self.unknown_value + + # All mutations should either be removed or on inputs which we did not make constant + if isinstance(node.target, torch._ops.OpOverload) and torch.Tag.nondeterministic_seeded in node.target.tags: + return self.unknown_value + + out = self._deduce_value(node) + if out == self.unknown_value: + return self.unknown_value + + if not _is_const_source(node, self.lifted_constants) and isinstance(out, torch.Tensor): + if out.device.type == "meta": + return out + + if not self.insertable_tensor_check(out): + return out + + if self.is_impure(node): + return self.unknown_value + + self.add_node_replacement(node, out) + + flattened_node_inps = pytree.arg_tree_leaves(*node.args, **node.kwargs) + + for n in flattened_node_inps: + if not isinstance(n, torch.fx.Node): + continue + + self.replaced_uses[n] += 1 + + for to_delete in self.user_to_last_uses.get(node, []): + if self.replaced_uses[to_delete] == len(to_delete.users): + self.node_replacements.pop(to_delete, None) + + return out + + def insertable_tensor_check(self, tensor: torch.Tensor) -> bool: + return True + + def add_node_replacement(self, node: torch.fx.Node, tensor: torch.Tensor) -> None: + self.node_replacements[node] = tensor + + def run(self) -> Any: # type: ignore[override] + env: Dict[torch.fx.Node, Any] = {} + self.insert_placerholder_values(env) + return super().run(initial_env=env) + + def insert_placerholder_values(self, env: Dict[torch.fx.Node, Any]) -> None: + for n in self.module.graph.find_nodes(op="placeholder"): + if self.lifted_constants is not None and n.name in self.lifted_constants: + env[n] = self.lifted_constants[n.name] + else: + env[n] = self.unknown_value # type: ignore[assignment] + + +def constant_fold( + gm: torch.fx.GraphModule, + constraint_fn: Optional[Callable[[torch.fx.Node], bool]] = None, +) -> None: + """ + Calcualtes constant subgraphs values and replaces them with a constant node inplace. + + :param gm: Given graph model. + :param constraint_fn: Constraint function which takes a node and returs the constraint: + should the node be constant folded or not. + """ + with torch.utils._python_dispatch._disable_current_modes(): + cf = _ConstantFolder(gm, skip_constructors=True) + cf.run() + + for node, constant in cf.node_replacements.items(): + if constraint_fn is not None and not constraint_fn(node): + continue + _replace_node_with_constant(gm, node, constant) + + erased_params = [] + for node in gm.graph.find_nodes(op="get_attr"): + if len(node.users) == 0: + if hasattr(gm, node.target): + delattr(gm, node.target) + erased_params.append(node) + + for node in erased_params: + gm.graph.erase_node(node) + + gm.graph.eliminate_dead_code() + gm.graph.lint() + gm.recompile() diff --git a/nncf/experimental/torch/fx/transformations.py b/nncf/experimental/torch/fx/transformations.py index a7273e4915e..dc5bc48f015 100644 --- a/nncf/experimental/torch/fx/transformations.py +++ b/nncf/experimental/torch/fx/transformations.py @@ -10,7 +10,6 @@ # limitations under the License. from copy import copy -from functools import partial from typing import Any, Callable, Dict, List, Optional, Tuple, Union import torch @@ -23,6 +22,7 @@ import nncf.torch from nncf.common.graph.graph import NNCFNode from nncf.common.graph.transformations.commands import TargetType +from nncf.experimental.torch.fx.constant_folding import constant_fold from nncf.experimental.torch.fx.node_utils import get_graph_node_by_name from nncf.experimental.torch.fx.node_utils import get_tensor_constant_from_node from nncf.torch.graph.transformations.commands import PTTargetPoint @@ -642,13 +642,17 @@ def _compress_qdq_constant_transformation(model: torch.fx.GraphModule, matches) for match in matches: mul_node = match.replacements[0] sub_node = match.replacements[1] - weight_node, scale_node, zp_node, axis = None, None, None, None nodes_map = {node.name: match.nodes_map[node] for node in match.nodes_map} - get_const = partial(get_tensor_constant_from_node, model=model) + + def get_const(arg: Optional[Union[torch.fx.Node, float, int]]): + if isinstance(arg, torch.fx.Node): + return get_tensor_constant_from_node(arg, model) + return arg + weight_node = get_const(nodes_map["weight"]) scale_node = get_const(nodes_map["scale"]) zp_node = get_const(nodes_map["zero_point"]) - axis = nodes_map["axis"] + axis = get_const(nodes_map.get("axis")) port_id = 0 if axis is not None: result = torch.ops.quantized_decomposed.quantize_per_channel.default( @@ -761,10 +765,24 @@ def apply_quantization_transformations(model: torch.fx.GraphModule) -> None: # to make it easier for algorithms to work # with the target graph BatchNorm operations # are being fused + fold_constant_except_qdq(model) fuse_conv_bn(model) shared_constants_unification_transformation(model) +def fold_constant_except_qdq(model: torch.fx.GraphModule): + """ + Performs constant folding avoiding quantize-dequantize pattern. + + :param model: Model to perform constant folding on. + """ + + def constraint_fn(node: torch.fx.Node): + return node.op != "call_function" or node.target not in QUANTIZE_NODE_TARGETS + DEQUANTIZE_NODE_TARGETS + + constant_fold(model, constraint_fn=constraint_fn) + + def revert_quantization_transformations(model: torch.fx.GraphModule) -> None: """ Reverts quantization transformations from the model. diff --git a/tests/post_training/pipelines/base.py b/tests/post_training/pipelines/base.py index 8fe6581640d..41e9bcf17e4 100644 --- a/tests/post_training/pipelines/base.py +++ b/tests/post_training/pipelines/base.py @@ -418,6 +418,9 @@ def save_compressed_model(self) -> None: ov.serialize(ov_model, self.path_compressed_ir) elif self.backend in OV_BACKENDS: self.path_compressed_ir = self.output_model_dir / "model.xml" + from openvino._offline_transformations import apply_moc_transformations + + apply_moc_transformations(self.compressed_model, cf=True) ov.serialize(self.compressed_model, str(self.path_compressed_ir)) def get_num_compressed(self) -> None: diff --git a/tests/post_training/pipelines/image_classification_torchvision.py b/tests/post_training/pipelines/image_classification_torchvision.py index 36cdddd4439..b675bd6e814 100644 --- a/tests/post_training/pipelines/image_classification_torchvision.py +++ b/tests/post_training/pipelines/image_classification_torchvision.py @@ -37,6 +37,7 @@ def _export_graph_module(model: torch.nn.Module, args: Tuple[Any, ...]) -> torch class VisionModelParams: weights: models.WeightsEnum export_fn: Callable[[torch.nn.Module, Tuple[Any, ...]], torch.fx.GraphModule] + export_torch_before_ov_convert: bool = False class ImageClassificationTorchvision(ImageClassificationBase): @@ -47,8 +48,12 @@ class ImageClassificationTorchvision(ImageClassificationBase): models.mobilenet_v3_small: VisionModelParams( models.MobileNet_V3_Small_Weights.DEFAULT, _capture_pre_autograd_module ), - models.vit_b_16: VisionModelParams(models.ViT_B_16_Weights.DEFAULT, _export_graph_module), - models.swin_v2_s: VisionModelParams(models.Swin_V2_S_Weights.DEFAULT, _export_graph_module), + models.vit_b_16: VisionModelParams( + models.ViT_B_16_Weights.DEFAULT, _export_graph_module, export_torch_before_ov_convert=True + ), + models.swin_v2_s: VisionModelParams( + models.Swin_V2_S_Weights.DEFAULT, _export_graph_module, export_torch_before_ov_convert=True + ), } def __init__(self, *args, **kwargs): @@ -92,9 +97,10 @@ def prepare_model(self) -> None: elif self.backend in [BackendType.OV, BackendType.FP32]: with torch.no_grad(): - with disable_patching(): - m = torch.export.export(model, args=(self.dummy_tensor,)) - self.model = ov.convert_model(m, example_input=self.dummy_tensor, input=self.input_size) + if self.model_params.export_torch_before_ov_convert: + with disable_patching(): + model = torch.export.export(model, (self.dummy_tensor,)) + self.model = ov.convert_model(model, example_input=self.dummy_tensor, input=self.input_size) self.input_name = list(inp.get_any_name() for inp in self.model.inputs)[0] self._dump_model_fp32() diff --git a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/mobilenet_v3_small.dot index 667cbd6f993..ef626e650f2 100644 --- a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/mobilenet_v3_small.dot +++ b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/mobilenet_v3_small.dot @@ -2,7 +2,7 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default" [id=2, type=dequantize_per_tensor]; -"3 features_0_0_weight_bias" [id=3, type=get_attr]; +"3 features_0_0_weight_bias_0_0" [id=3, type=get_attr]; "4 scale_updated_constant0" [id=4, type=get_attr]; "5 compressed_weight_updated_constant0" [id=5, type=get_attr]; "6 mul_tensor" [id=6, type=mul]; @@ -14,7 +14,7 @@ strict digraph { "12 hardswish_" [id=12, type=hardswish_]; "13 quantize_per_channel_default_1" [id=13, type=quantize_per_channel]; "14 dequantize_per_channel_default_1" [id=14, type=dequantize_per_channel]; -"15 features_1_block_0_0_weight_bias" [id=15, type=get_attr]; +"15 features_1_block_0_0_weight_bias_0_0" [id=15, type=get_attr]; "16 scale_updated_constant1" [id=16, type=get_attr]; "17 compressed_weight_updated_constant1" [id=17, type=get_attr]; "18 mul_tensor_1" [id=18, type=mul]; @@ -27,11 +27,11 @@ strict digraph { "25 dequantize_per_tensor_default_1" [id=25, type=dequantize_per_tensor]; "26 adaptive_avg_pool2d" [id=26, type=adaptive_avg_pool2d]; "27 _param_constant6" [id=27, type=get_attr]; -"28 _param_constant7" [id=28, type=get_attr]; +"28 _param_constant7_0_0" [id=28, type=get_attr]; "29 conv2d_2" [id=29, type=conv2d]; "30 relu" [id=30, type=relu]; "31 _param_constant8" [id=31, type=get_attr]; -"32 _param_constant9" [id=32, type=get_attr]; +"32 _param_constant9_0_0" [id=32, type=get_attr]; "33 conv2d_3" [id=33, type=conv2d]; "34 hardsigmoid" [id=34, type=hardsigmoid]; "35 quantize_per_tensor_default_2" [id=35, type=quantize_per_tensor]; @@ -39,7 +39,7 @@ strict digraph { "37 mul" [id=37, type=mul]; "38 quantize_per_tensor_default_3" [id=38, type=quantize_per_tensor]; "39 dequantize_per_tensor_default_4" [id=39, type=dequantize_per_tensor]; -"40 features_1_block_2_0_weight_bias" [id=40, type=get_attr]; +"40 features_1_block_2_0_weight_bias_0_0" [id=40, type=get_attr]; "41 scale_updated_constant2" [id=41, type=get_attr]; "42 compressed_weight_updated_constant2" [id=42, type=get_attr]; "43 mul_tensor_2" [id=43, type=mul]; @@ -48,7 +48,7 @@ strict digraph { "46 conv2d_4" [id=46, type=conv2d]; "47 quantize_per_tensor_default_4" [id=47, type=quantize_per_tensor]; "48 dequantize_per_tensor_default_5" [id=48, type=dequantize_per_tensor]; -"49 features_2_block_0_0_weight_bias" [id=49, type=get_attr]; +"49 features_2_block_0_0_weight_bias_0_0" [id=49, type=get_attr]; "50 scale_updated_constant3" [id=50, type=get_attr]; "51 compressed_weight_updated_constant3" [id=51, type=get_attr]; "52 mul_tensor_3" [id=52, type=mul]; @@ -60,7 +60,7 @@ strict digraph { "58 relu__1" [id=58, type=relu_]; "59 quantize_per_channel_default_5" [id=59, type=quantize_per_channel]; "60 dequantize_per_channel_default_5" [id=60, type=dequantize_per_channel]; -"61 features_2_block_1_0_weight_bias" [id=61, type=get_attr]; +"61 features_2_block_1_0_weight_bias_0_0" [id=61, type=get_attr]; "62 scale_updated_constant4" [id=62, type=get_attr]; "63 compressed_weight_updated_constant4" [id=63, type=get_attr]; "64 mul_tensor_4" [id=64, type=mul]; @@ -70,7 +70,7 @@ strict digraph { "68 relu__2" [id=68, type=relu_]; "69 quantize_per_tensor_default_5" [id=69, type=quantize_per_tensor]; "70 dequantize_per_tensor_default_6" [id=70, type=dequantize_per_tensor]; -"71 features_2_block_2_0_weight_bias" [id=71, type=get_attr]; +"71 features_2_block_2_0_weight_bias_0_0" [id=71, type=get_attr]; "72 scale_updated_constant5" [id=72, type=get_attr]; "73 compressed_weight_updated_constant5" [id=73, type=get_attr]; "74 mul_tensor_5" [id=74, type=mul]; @@ -80,7 +80,7 @@ strict digraph { "78 quantize_per_tensor_default_6" [id=78, type=quantize_per_tensor]; "79 dequantize_per_tensor_default_8" [id=79, type=dequantize_per_tensor]; "80 dequantize_per_tensor_default_7" [id=80, type=dequantize_per_tensor]; -"81 features_3_block_0_0_weight_bias" [id=81, type=get_attr]; +"81 features_3_block_0_0_weight_bias_0_0" [id=81, type=get_attr]; "82 scale_updated_constant6" [id=82, type=get_attr]; "83 compressed_weight_updated_constant6" [id=83, type=get_attr]; "84 mul_tensor_6" [id=84, type=mul]; @@ -92,7 +92,7 @@ strict digraph { "90 relu__3" [id=90, type=relu_]; "91 quantize_per_channel_default_9" [id=91, type=quantize_per_channel]; "92 dequantize_per_channel_default_9" [id=92, type=dequantize_per_channel]; -"93 features_3_block_1_0_weight_bias" [id=93, type=get_attr]; +"93 features_3_block_1_0_weight_bias_0_0" [id=93, type=get_attr]; "94 scale_updated_constant7" [id=94, type=get_attr]; "95 compressed_weight_updated_constant7" [id=95, type=get_attr]; "96 mul_tensor_7" [id=96, type=mul]; @@ -102,7 +102,7 @@ strict digraph { "100 relu__4" [id=100, type=relu_]; "101 quantize_per_tensor_default_7" [id=101, type=quantize_per_tensor]; "102 dequantize_per_tensor_default_9" [id=102, type=dequantize_per_tensor]; -"103 features_3_block_2_0_weight_bias" [id=103, type=get_attr]; +"103 features_3_block_2_0_weight_bias_0_0" [id=103, type=get_attr]; "104 scale_updated_constant8" [id=104, type=get_attr]; "105 compressed_weight_updated_constant8" [id=105, type=get_attr]; "106 mul_tensor_8" [id=106, type=mul]; @@ -114,7 +114,7 @@ strict digraph { "112 add_" [id=112, type=add_]; "113 quantize_per_tensor_default_9" [id=113, type=quantize_per_tensor]; "114 dequantize_per_tensor_default_11" [id=114, type=dequantize_per_tensor]; -"115 features_4_block_0_0_weight_bias" [id=115, type=get_attr]; +"115 features_4_block_0_0_weight_bias_0_0" [id=115, type=get_attr]; "116 scale_updated_constant9" [id=116, type=get_attr]; "117 compressed_weight_updated_constant9" [id=117, type=get_attr]; "118 mul_tensor_9" [id=118, type=mul]; @@ -126,7 +126,7 @@ strict digraph { "124 hardswish__1" [id=124, type=hardswish_]; "125 quantize_per_channel_default_13" [id=125, type=quantize_per_channel]; "126 dequantize_per_channel_default_13" [id=126, type=dequantize_per_channel]; -"127 features_4_block_1_0_weight_bias" [id=127, type=get_attr]; +"127 features_4_block_1_0_weight_bias_0_0" [id=127, type=get_attr]; "128 scale_updated_constant10" [id=128, type=get_attr]; "129 compressed_weight_updated_constant10" [id=129, type=get_attr]; "130 mul_tensor_10" [id=130, type=mul]; @@ -139,11 +139,11 @@ strict digraph { "137 dequantize_per_tensor_default_12" [id=137, type=dequantize_per_tensor]; "138 adaptive_avg_pool2d_1" [id=138, type=adaptive_avg_pool2d]; "139 _param_constant37" [id=139, type=get_attr]; -"140 _param_constant38" [id=140, type=get_attr]; +"140 _param_constant38_0_0" [id=140, type=get_attr]; "141 conv2d_13" [id=141, type=conv2d]; "142 relu_1" [id=142, type=relu]; "143 _param_constant39" [id=143, type=get_attr]; -"144 _param_constant40" [id=144, type=get_attr]; +"144 _param_constant40_0_0" [id=144, type=get_attr]; "145 conv2d_14" [id=145, type=conv2d]; "146 hardsigmoid_1" [id=146, type=hardsigmoid]; "147 quantize_per_tensor_default_11" [id=147, type=quantize_per_tensor]; @@ -151,7 +151,7 @@ strict digraph { "149 mul_1" [id=149, type=mul]; "150 quantize_per_tensor_default_12" [id=150, type=quantize_per_tensor]; "151 dequantize_per_tensor_default_15" [id=151, type=dequantize_per_tensor]; -"152 features_4_block_3_0_weight_bias" [id=152, type=get_attr]; +"152 features_4_block_3_0_weight_bias_0_0" [id=152, type=get_attr]; "153 scale_updated_constant11" [id=153, type=get_attr]; "154 compressed_weight_updated_constant11" [id=154, type=get_attr]; "155 mul_tensor_11" [id=155, type=mul]; @@ -161,7 +161,7 @@ strict digraph { "159 quantize_per_tensor_default_13" [id=159, type=quantize_per_tensor]; "160 dequantize_per_tensor_default_17" [id=160, type=dequantize_per_tensor]; "161 dequantize_per_tensor_default_16" [id=161, type=dequantize_per_tensor]; -"162 features_5_block_0_0_weight_bias" [id=162, type=get_attr]; +"162 features_5_block_0_0_weight_bias_0_0" [id=162, type=get_attr]; "163 scale_updated_constant12" [id=163, type=get_attr]; "164 compressed_weight_updated_constant12" [id=164, type=get_attr]; "165 mul_tensor_12" [id=165, type=mul]; @@ -173,7 +173,7 @@ strict digraph { "171 hardswish__3" [id=171, type=hardswish_]; "172 quantize_per_channel_default_17" [id=172, type=quantize_per_channel]; "173 dequantize_per_channel_default_17" [id=173, type=dequantize_per_channel]; -"174 features_5_block_1_0_weight_bias" [id=174, type=get_attr]; +"174 features_5_block_1_0_weight_bias_0_0" [id=174, type=get_attr]; "175 scale_updated_constant13" [id=175, type=get_attr]; "176 compressed_weight_updated_constant13" [id=176, type=get_attr]; "177 mul_tensor_13" [id=177, type=mul]; @@ -186,11 +186,11 @@ strict digraph { "184 dequantize_per_tensor_default_18" [id=184, type=dequantize_per_tensor]; "185 adaptive_avg_pool2d_2" [id=185, type=adaptive_avg_pool2d]; "186 _param_constant50" [id=186, type=get_attr]; -"187 _param_constant51" [id=187, type=get_attr]; +"187 _param_constant51_0_0" [id=187, type=get_attr]; "188 conv2d_18" [id=188, type=conv2d]; "189 relu_2" [id=189, type=relu]; "190 _param_constant52" [id=190, type=get_attr]; -"191 _param_constant53" [id=191, type=get_attr]; +"191 _param_constant53_0_0" [id=191, type=get_attr]; "192 conv2d_19" [id=192, type=conv2d]; "193 hardsigmoid_2" [id=193, type=hardsigmoid]; "194 quantize_per_tensor_default_15" [id=194, type=quantize_per_tensor]; @@ -198,7 +198,7 @@ strict digraph { "196 mul_2" [id=196, type=mul]; "197 quantize_per_tensor_default_16" [id=197, type=quantize_per_tensor]; "198 dequantize_per_tensor_default_21" [id=198, type=dequantize_per_tensor]; -"199 features_5_block_3_0_weight_bias" [id=199, type=get_attr]; +"199 features_5_block_3_0_weight_bias_0_0" [id=199, type=get_attr]; "200 scale_updated_constant14" [id=200, type=get_attr]; "201 compressed_weight_updated_constant14" [id=201, type=get_attr]; "202 mul_tensor_14" [id=202, type=mul]; @@ -211,7 +211,7 @@ strict digraph { "209 quantize_per_tensor_default_18" [id=209, type=quantize_per_tensor]; "210 dequantize_per_tensor_default_24" [id=210, type=dequantize_per_tensor]; "211 dequantize_per_tensor_default_23" [id=211, type=dequantize_per_tensor]; -"212 features_6_block_0_0_weight_bias" [id=212, type=get_attr]; +"212 features_6_block_0_0_weight_bias_0_0" [id=212, type=get_attr]; "213 scale_updated_constant15" [id=213, type=get_attr]; "214 compressed_weight_updated_constant15" [id=214, type=get_attr]; "215 mul_tensor_15" [id=215, type=mul]; @@ -223,7 +223,7 @@ strict digraph { "221 hardswish__5" [id=221, type=hardswish_]; "222 quantize_per_channel_default_21" [id=222, type=quantize_per_channel]; "223 dequantize_per_channel_default_21" [id=223, type=dequantize_per_channel]; -"224 features_6_block_1_0_weight_bias" [id=224, type=get_attr]; +"224 features_6_block_1_0_weight_bias_0_0" [id=224, type=get_attr]; "225 scale_updated_constant16" [id=225, type=get_attr]; "226 compressed_weight_updated_constant16" [id=226, type=get_attr]; "227 mul_tensor_16" [id=227, type=mul]; @@ -236,11 +236,11 @@ strict digraph { "234 dequantize_per_tensor_default_25" [id=234, type=dequantize_per_tensor]; "235 adaptive_avg_pool2d_3" [id=235, type=adaptive_avg_pool2d]; "236 _param_constant63" [id=236, type=get_attr]; -"237 _param_constant64" [id=237, type=get_attr]; +"237 _param_constant64_0_0" [id=237, type=get_attr]; "238 conv2d_23" [id=238, type=conv2d]; "239 relu_3" [id=239, type=relu]; "240 _param_constant65" [id=240, type=get_attr]; -"241 _param_constant66" [id=241, type=get_attr]; +"241 _param_constant66_0_0" [id=241, type=get_attr]; "242 conv2d_24" [id=242, type=conv2d]; "243 hardsigmoid_3" [id=243, type=hardsigmoid]; "244 quantize_per_tensor_default_20" [id=244, type=quantize_per_tensor]; @@ -248,7 +248,7 @@ strict digraph { "246 mul_3" [id=246, type=mul]; "247 quantize_per_tensor_default_21" [id=247, type=quantize_per_tensor]; "248 dequantize_per_tensor_default_28" [id=248, type=dequantize_per_tensor]; -"249 features_6_block_3_0_weight_bias" [id=249, type=get_attr]; +"249 features_6_block_3_0_weight_bias_0_0" [id=249, type=get_attr]; "250 scale_updated_constant17" [id=250, type=get_attr]; "251 compressed_weight_updated_constant17" [id=251, type=get_attr]; "252 mul_tensor_17" [id=252, type=mul]; @@ -260,7 +260,7 @@ strict digraph { "258 add__2" [id=258, type=add_]; "259 quantize_per_tensor_default_23" [id=259, type=quantize_per_tensor]; "260 dequantize_per_tensor_default_30" [id=260, type=dequantize_per_tensor]; -"261 features_7_block_0_0_weight_bias" [id=261, type=get_attr]; +"261 features_7_block_0_0_weight_bias_0_0" [id=261, type=get_attr]; "262 scale_updated_constant18" [id=262, type=get_attr]; "263 compressed_weight_updated_constant18" [id=263, type=get_attr]; "264 mul_tensor_18" [id=264, type=mul]; @@ -272,7 +272,7 @@ strict digraph { "270 hardswish__7" [id=270, type=hardswish_]; "271 quantize_per_channel_default_25" [id=271, type=quantize_per_channel]; "272 dequantize_per_channel_default_25" [id=272, type=dequantize_per_channel]; -"273 features_7_block_1_0_weight_bias" [id=273, type=get_attr]; +"273 features_7_block_1_0_weight_bias_0_0" [id=273, type=get_attr]; "274 scale_updated_constant19" [id=274, type=get_attr]; "275 compressed_weight_updated_constant19" [id=275, type=get_attr]; "276 mul_tensor_19" [id=276, type=mul]; @@ -285,11 +285,11 @@ strict digraph { "283 dequantize_per_tensor_default_31" [id=283, type=dequantize_per_tensor]; "284 adaptive_avg_pool2d_4" [id=284, type=adaptive_avg_pool2d]; "285 _param_constant76" [id=285, type=get_attr]; -"286 _param_constant77" [id=286, type=get_attr]; +"286 _param_constant77_0_0" [id=286, type=get_attr]; "287 conv2d_28" [id=287, type=conv2d]; "288 relu_4" [id=288, type=relu]; "289 _param_constant78" [id=289, type=get_attr]; -"290 _param_constant79" [id=290, type=get_attr]; +"290 _param_constant79_0_0" [id=290, type=get_attr]; "291 conv2d_29" [id=291, type=conv2d]; "292 hardsigmoid_4" [id=292, type=hardsigmoid]; "293 quantize_per_tensor_default_25" [id=293, type=quantize_per_tensor]; @@ -297,7 +297,7 @@ strict digraph { "295 mul_4" [id=295, type=mul]; "296 quantize_per_tensor_default_26" [id=296, type=quantize_per_tensor]; "297 dequantize_per_tensor_default_34" [id=297, type=dequantize_per_tensor]; -"298 features_7_block_3_0_weight_bias" [id=298, type=get_attr]; +"298 features_7_block_3_0_weight_bias_0_0" [id=298, type=get_attr]; "299 scale_updated_constant20" [id=299, type=get_attr]; "300 compressed_weight_updated_constant20" [id=300, type=get_attr]; "301 mul_tensor_20" [id=301, type=mul]; @@ -307,7 +307,7 @@ strict digraph { "305 quantize_per_tensor_default_27" [id=305, type=quantize_per_tensor]; "306 dequantize_per_tensor_default_36" [id=306, type=dequantize_per_tensor]; "307 dequantize_per_tensor_default_35" [id=307, type=dequantize_per_tensor]; -"308 features_8_block_0_0_weight_bias" [id=308, type=get_attr]; +"308 features_8_block_0_0_weight_bias_0_0" [id=308, type=get_attr]; "309 scale_updated_constant21" [id=309, type=get_attr]; "310 compressed_weight_updated_constant21" [id=310, type=get_attr]; "311 mul_tensor_21" [id=311, type=mul]; @@ -319,7 +319,7 @@ strict digraph { "317 hardswish__9" [id=317, type=hardswish_]; "318 quantize_per_channel_default_29" [id=318, type=quantize_per_channel]; "319 dequantize_per_channel_default_29" [id=319, type=dequantize_per_channel]; -"320 features_8_block_1_0_weight_bias" [id=320, type=get_attr]; +"320 features_8_block_1_0_weight_bias_0_0" [id=320, type=get_attr]; "321 scale_updated_constant22" [id=321, type=get_attr]; "322 compressed_weight_updated_constant22" [id=322, type=get_attr]; "323 mul_tensor_22" [id=323, type=mul]; @@ -332,11 +332,11 @@ strict digraph { "330 dequantize_per_tensor_default_37" [id=330, type=dequantize_per_tensor]; "331 adaptive_avg_pool2d_5" [id=331, type=adaptive_avg_pool2d]; "332 _param_constant89" [id=332, type=get_attr]; -"333 _param_constant90" [id=333, type=get_attr]; +"333 _param_constant90_0_0" [id=333, type=get_attr]; "334 conv2d_33" [id=334, type=conv2d]; "335 relu_5" [id=335, type=relu]; "336 _param_constant91" [id=336, type=get_attr]; -"337 _param_constant92" [id=337, type=get_attr]; +"337 _param_constant92_0_0" [id=337, type=get_attr]; "338 conv2d_34" [id=338, type=conv2d]; "339 hardsigmoid_5" [id=339, type=hardsigmoid]; "340 quantize_per_tensor_default_29" [id=340, type=quantize_per_tensor]; @@ -344,7 +344,7 @@ strict digraph { "342 mul_5" [id=342, type=mul]; "343 quantize_per_tensor_default_30" [id=343, type=quantize_per_tensor]; "344 dequantize_per_tensor_default_40" [id=344, type=dequantize_per_tensor]; -"345 features_8_block_3_0_weight_bias" [id=345, type=get_attr]; +"345 features_8_block_3_0_weight_bias_0_0" [id=345, type=get_attr]; "346 scale_updated_constant23" [id=346, type=get_attr]; "347 compressed_weight_updated_constant23" [id=347, type=get_attr]; "348 mul_tensor_23" [id=348, type=mul]; @@ -356,7 +356,7 @@ strict digraph { "354 add__3" [id=354, type=add_]; "355 quantize_per_tensor_default_32" [id=355, type=quantize_per_tensor]; "356 dequantize_per_tensor_default_42" [id=356, type=dequantize_per_tensor]; -"357 features_9_block_0_0_weight_bias" [id=357, type=get_attr]; +"357 features_9_block_0_0_weight_bias_0_0" [id=357, type=get_attr]; "358 scale_updated_constant24" [id=358, type=get_attr]; "359 compressed_weight_updated_constant24" [id=359, type=get_attr]; "360 mul_tensor_24" [id=360, type=mul]; @@ -368,7 +368,7 @@ strict digraph { "366 hardswish__11" [id=366, type=hardswish_]; "367 quantize_per_channel_default_33" [id=367, type=quantize_per_channel]; "368 dequantize_per_channel_default_33" [id=368, type=dequantize_per_channel]; -"369 features_9_block_1_0_weight_bias" [id=369, type=get_attr]; +"369 features_9_block_1_0_weight_bias_0_0" [id=369, type=get_attr]; "370 scale_updated_constant25" [id=370, type=get_attr]; "371 compressed_weight_updated_constant25" [id=371, type=get_attr]; "372 mul_tensor_25" [id=372, type=mul]; @@ -381,11 +381,11 @@ strict digraph { "379 dequantize_per_tensor_default_43" [id=379, type=dequantize_per_tensor]; "380 adaptive_avg_pool2d_6" [id=380, type=adaptive_avg_pool2d]; "381 _param_constant102" [id=381, type=get_attr]; -"382 _param_constant103" [id=382, type=get_attr]; +"382 _param_constant103_0_0" [id=382, type=get_attr]; "383 conv2d_38" [id=383, type=conv2d]; "384 relu_6" [id=384, type=relu]; "385 _param_constant104" [id=385, type=get_attr]; -"386 _param_constant105" [id=386, type=get_attr]; +"386 _param_constant105_0_0" [id=386, type=get_attr]; "387 conv2d_39" [id=387, type=conv2d]; "388 hardsigmoid_6" [id=388, type=hardsigmoid]; "389 quantize_per_tensor_default_34" [id=389, type=quantize_per_tensor]; @@ -393,7 +393,7 @@ strict digraph { "391 mul_6" [id=391, type=mul]; "392 quantize_per_tensor_default_35" [id=392, type=quantize_per_tensor]; "393 dequantize_per_tensor_default_46" [id=393, type=dequantize_per_tensor]; -"394 features_9_block_3_0_weight_bias" [id=394, type=get_attr]; +"394 features_9_block_3_0_weight_bias_0_0" [id=394, type=get_attr]; "395 scale_updated_constant26" [id=395, type=get_attr]; "396 compressed_weight_updated_constant26" [id=396, type=get_attr]; "397 mul_tensor_26" [id=397, type=mul]; @@ -403,7 +403,7 @@ strict digraph { "401 quantize_per_tensor_default_36" [id=401, type=quantize_per_tensor]; "402 dequantize_per_tensor_default_48" [id=402, type=dequantize_per_tensor]; "403 dequantize_per_tensor_default_47" [id=403, type=dequantize_per_tensor]; -"404 features_10_block_0_0_weight_bias" [id=404, type=get_attr]; +"404 features_10_block_0_0_weight_bias_0_0" [id=404, type=get_attr]; "405 scale_updated_constant27" [id=405, type=get_attr]; "406 compressed_weight_updated_constant27" [id=406, type=get_attr]; "407 mul_tensor_27" [id=407, type=mul]; @@ -415,7 +415,7 @@ strict digraph { "413 hardswish__13" [id=413, type=hardswish_]; "414 quantize_per_channel_default_37" [id=414, type=quantize_per_channel]; "415 dequantize_per_channel_default_37" [id=415, type=dequantize_per_channel]; -"416 features_10_block_1_0_weight_bias" [id=416, type=get_attr]; +"416 features_10_block_1_0_weight_bias_0_0" [id=416, type=get_attr]; "417 scale_updated_constant28" [id=417, type=get_attr]; "418 compressed_weight_updated_constant28" [id=418, type=get_attr]; "419 mul_tensor_28" [id=419, type=mul]; @@ -428,11 +428,11 @@ strict digraph { "426 dequantize_per_tensor_default_49" [id=426, type=dequantize_per_tensor]; "427 adaptive_avg_pool2d_7" [id=427, type=adaptive_avg_pool2d]; "428 _param_constant115" [id=428, type=get_attr]; -"429 _param_constant116" [id=429, type=get_attr]; +"429 _param_constant116_0_0" [id=429, type=get_attr]; "430 conv2d_43" [id=430, type=conv2d]; "431 relu_7" [id=431, type=relu]; "432 _param_constant117" [id=432, type=get_attr]; -"433 _param_constant118" [id=433, type=get_attr]; +"433 _param_constant118_0_0" [id=433, type=get_attr]; "434 conv2d_44" [id=434, type=conv2d]; "435 hardsigmoid_7" [id=435, type=hardsigmoid]; "436 quantize_per_tensor_default_38" [id=436, type=quantize_per_tensor]; @@ -440,7 +440,7 @@ strict digraph { "438 mul_7" [id=438, type=mul]; "439 quantize_per_tensor_default_39" [id=439, type=quantize_per_tensor]; "440 dequantize_per_tensor_default_52" [id=440, type=dequantize_per_tensor]; -"441 features_10_block_3_0_weight_bias" [id=441, type=get_attr]; +"441 features_10_block_3_0_weight_bias_0_0" [id=441, type=get_attr]; "442 scale_updated_constant29" [id=442, type=get_attr]; "443 compressed_weight_updated_constant29" [id=443, type=get_attr]; "444 mul_tensor_29" [id=444, type=mul]; @@ -453,7 +453,7 @@ strict digraph { "451 quantize_per_tensor_default_41" [id=451, type=quantize_per_tensor]; "452 dequantize_per_tensor_default_55" [id=452, type=dequantize_per_tensor]; "453 dequantize_per_tensor_default_54" [id=453, type=dequantize_per_tensor]; -"454 features_11_block_0_0_weight_bias" [id=454, type=get_attr]; +"454 features_11_block_0_0_weight_bias_0_0" [id=454, type=get_attr]; "455 scale_updated_constant30" [id=455, type=get_attr]; "456 compressed_weight_updated_constant30" [id=456, type=get_attr]; "457 mul_tensor_30" [id=457, type=mul]; @@ -465,7 +465,7 @@ strict digraph { "463 hardswish__15" [id=463, type=hardswish_]; "464 quantize_per_channel_default_41" [id=464, type=quantize_per_channel]; "465 dequantize_per_channel_default_41" [id=465, type=dequantize_per_channel]; -"466 features_11_block_1_0_weight_bias" [id=466, type=get_attr]; +"466 features_11_block_1_0_weight_bias_0_0" [id=466, type=get_attr]; "467 scale_updated_constant31" [id=467, type=get_attr]; "468 compressed_weight_updated_constant31" [id=468, type=get_attr]; "469 mul_tensor_31" [id=469, type=mul]; @@ -478,11 +478,11 @@ strict digraph { "476 dequantize_per_tensor_default_56" [id=476, type=dequantize_per_tensor]; "477 adaptive_avg_pool2d_8" [id=477, type=adaptive_avg_pool2d]; "478 _param_constant128" [id=478, type=get_attr]; -"479 _param_constant129" [id=479, type=get_attr]; +"479 _param_constant129_0_0" [id=479, type=get_attr]; "480 conv2d_48" [id=480, type=conv2d]; "481 relu_8" [id=481, type=relu]; "482 _param_constant130" [id=482, type=get_attr]; -"483 _param_constant131" [id=483, type=get_attr]; +"483 _param_constant131_0_0" [id=483, type=get_attr]; "484 conv2d_49" [id=484, type=conv2d]; "485 hardsigmoid_8" [id=485, type=hardsigmoid]; "486 quantize_per_tensor_default_43" [id=486, type=quantize_per_tensor]; @@ -490,7 +490,7 @@ strict digraph { "488 mul_8" [id=488, type=mul]; "489 quantize_per_tensor_default_44" [id=489, type=quantize_per_tensor]; "490 dequantize_per_tensor_default_59" [id=490, type=dequantize_per_tensor]; -"491 features_11_block_3_0_weight_bias" [id=491, type=get_attr]; +"491 features_11_block_3_0_weight_bias_0_0" [id=491, type=get_attr]; "492 scale_updated_constant32" [id=492, type=get_attr]; "493 compressed_weight_updated_constant32" [id=493, type=get_attr]; "494 mul_tensor_32" [id=494, type=mul]; @@ -502,7 +502,7 @@ strict digraph { "500 add__5" [id=500, type=add_]; "501 quantize_per_tensor_default_46" [id=501, type=quantize_per_tensor]; "502 dequantize_per_tensor_default_61" [id=502, type=dequantize_per_tensor]; -"503 features_12_0_weight_bias" [id=503, type=get_attr]; +"503 features_12_0_weight_bias_0_0" [id=503, type=get_attr]; "504 scale_updated_constant33" [id=504, type=get_attr]; "505 compressed_weight_updated_constant33" [id=505, type=get_attr]; "506 mul_tensor_33" [id=506, type=mul]; @@ -516,7 +516,7 @@ strict digraph { "514 quantize_per_tensor_default_48" [id=514, type=quantize_per_tensor]; "515 dequantize_per_tensor_default_63" [id=515, type=dequantize_per_tensor]; "516 flatten" [id=516, type=flatten]; -"517 _param_constant139" [id=517, type=get_attr]; +"517 _param_constant139_0_0" [id=517, type=get_attr]; "518 scale_updated_constant34" [id=518, type=get_attr]; "519 compressed_weight_updated_constant34" [id=519, type=get_attr]; "520 mul_tensor_34" [id=520, type=mul]; @@ -527,7 +527,7 @@ strict digraph { "525 quantize_per_tensor_default_49" [id=525, type=quantize_per_tensor]; "526 dequantize_per_tensor_default_64" [id=526, type=dequantize_per_tensor]; "527 dropout_" [id=527, type=dropout_]; -"528 _param_constant141" [id=528, type=get_attr]; +"528 _param_constant141_0_0" [id=528, type=get_attr]; "529 scale_updated_constant35" [id=529, type=get_attr]; "530 compressed_weight_updated_constant35" [id=530, type=get_attr]; "531 mul_tensor_35" [id=531, type=mul]; @@ -538,7 +538,7 @@ strict digraph { "0 arg0_1" -> "1 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 features_0_0_weight_bias" -> "9 conv2d" [label="(16,)", style=solid]; +"3 features_0_0_weight_bias_0_0" -> "9 conv2d" [label="(16,)", style=solid]; "4 scale_updated_constant0" -> "6 mul_tensor" [label="(16, 1, 1, 1)", style=solid]; "5 compressed_weight_updated_constant0" -> "6 mul_tensor" [label="(16, 3, 3, 3)", style=solid]; "6 mul_tensor" -> "8 sub_tensor" [label="(16, 3, 3, 3)", style=solid]; @@ -552,7 +552,7 @@ strict digraph { "12 hardswish_" -> "13 quantize_per_channel_default_1" [label="(1, 16, 112, 112)", style=solid]; "13 quantize_per_channel_default_1" -> "14 dequantize_per_channel_default_1" [label="(1, 16, 112, 112)", style=solid]; "14 dequantize_per_channel_default_1" -> "21 conv2d_1" [label="(1, 16, 112, 112)", style=solid]; -"15 features_1_block_0_0_weight_bias" -> "21 conv2d_1" [label="(16,)", style=solid]; +"15 features_1_block_0_0_weight_bias_0_0" -> "21 conv2d_1" [label="(16,)", style=solid]; "16 scale_updated_constant1" -> "18 mul_tensor_1" [label="(16, 1, 1, 1)", style=solid]; "17 compressed_weight_updated_constant1" -> "18 mul_tensor_1" [label="(16, 1, 3, 3)", style=solid]; "18 mul_tensor_1" -> "20 sub_tensor_1" [label="(16, 1, 3, 3)", style=solid]; @@ -566,11 +566,11 @@ strict digraph { "25 dequantize_per_tensor_default_1" -> "26 adaptive_avg_pool2d" [label="(1, 16, 56, 56)", style=solid]; "26 adaptive_avg_pool2d" -> "29 conv2d_2" [label="(1, 16, 1, 1)", style=solid]; "27 _param_constant6" -> "29 conv2d_2" [label="(8, 16, 1, 1)", style=solid]; -"28 _param_constant7" -> "29 conv2d_2" [label="(8,)", style=solid]; +"28 _param_constant7_0_0" -> "29 conv2d_2" [label="(8,)", style=solid]; "29 conv2d_2" -> "30 relu" [label="(1, 8, 1, 1)", style=solid]; "30 relu" -> "33 conv2d_3" [label="(1, 8, 1, 1)", style=solid]; "31 _param_constant8" -> "33 conv2d_3" [label="(16, 8, 1, 1)", style=solid]; -"32 _param_constant9" -> "33 conv2d_3" [label="(16,)", style=solid]; +"32 _param_constant9_0_0" -> "33 conv2d_3" [label="(16,)", style=solid]; "33 conv2d_3" -> "34 hardsigmoid" [label="(1, 16, 1, 1)", style=solid]; "34 hardsigmoid" -> "35 quantize_per_tensor_default_2" [label="(1, 16, 1, 1)", style=solid]; "35 quantize_per_tensor_default_2" -> "36 dequantize_per_tensor_default_3" [label="(1, 16, 1, 1)", style=solid]; @@ -578,7 +578,7 @@ strict digraph { "37 mul" -> "38 quantize_per_tensor_default_3" [label="(1, 16, 56, 56)", style=solid]; "38 quantize_per_tensor_default_3" -> "39 dequantize_per_tensor_default_4" [label="(1, 16, 56, 56)", style=solid]; "39 dequantize_per_tensor_default_4" -> "46 conv2d_4" [label="(1, 16, 56, 56)", style=solid]; -"40 features_1_block_2_0_weight_bias" -> "46 conv2d_4" [label="(16,)", style=solid]; +"40 features_1_block_2_0_weight_bias_0_0" -> "46 conv2d_4" [label="(16,)", style=solid]; "41 scale_updated_constant2" -> "43 mul_tensor_2" [label="(16, 1, 1, 1)", style=solid]; "42 compressed_weight_updated_constant2" -> "43 mul_tensor_2" [label="(16, 16, 1, 1)", style=solid]; "43 mul_tensor_2" -> "45 sub_tensor_2" [label="(16, 16, 1, 1)", style=solid]; @@ -587,7 +587,7 @@ strict digraph { "46 conv2d_4" -> "47 quantize_per_tensor_default_4" [label="(1, 16, 56, 56)", style=solid]; "47 quantize_per_tensor_default_4" -> "48 dequantize_per_tensor_default_5" [label="(1, 16, 56, 56)", style=solid]; "48 dequantize_per_tensor_default_5" -> "55 conv2d_5" [label="(1, 16, 56, 56)", style=solid]; -"49 features_2_block_0_0_weight_bias" -> "55 conv2d_5" [label="(72,)", style=solid]; +"49 features_2_block_0_0_weight_bias_0_0" -> "55 conv2d_5" [label="(72,)", style=solid]; "50 scale_updated_constant3" -> "52 mul_tensor_3" [label="(72, 1, 1, 1)", style=solid]; "51 compressed_weight_updated_constant3" -> "52 mul_tensor_3" [label="(72, 16, 1, 1)", style=solid]; "52 mul_tensor_3" -> "54 sub_tensor_3" [label="(72, 16, 1, 1)", style=solid]; @@ -601,7 +601,7 @@ strict digraph { "58 relu__1" -> "59 quantize_per_channel_default_5" [label="(1, 72, 56, 56)", style=solid]; "59 quantize_per_channel_default_5" -> "60 dequantize_per_channel_default_5" [label="(1, 72, 56, 56)", style=solid]; "60 dequantize_per_channel_default_5" -> "67 conv2d_6" [label="(1, 72, 56, 56)", style=solid]; -"61 features_2_block_1_0_weight_bias" -> "67 conv2d_6" [label="(72,)", style=solid]; +"61 features_2_block_1_0_weight_bias_0_0" -> "67 conv2d_6" [label="(72,)", style=solid]; "62 scale_updated_constant4" -> "64 mul_tensor_4" [label="(72, 1, 1, 1)", style=solid]; "63 compressed_weight_updated_constant4" -> "64 mul_tensor_4" [label="(72, 1, 3, 3)", style=solid]; "64 mul_tensor_4" -> "66 sub_tensor_4" [label="(72, 1, 3, 3)", style=solid]; @@ -611,7 +611,7 @@ strict digraph { "68 relu__2" -> "69 quantize_per_tensor_default_5" [label="(1, 72, 28, 28)", style=solid]; "69 quantize_per_tensor_default_5" -> "70 dequantize_per_tensor_default_6" [label="(1, 72, 28, 28)", style=solid]; "70 dequantize_per_tensor_default_6" -> "77 conv2d_7" [label="(1, 72, 28, 28)", style=solid]; -"71 features_2_block_2_0_weight_bias" -> "77 conv2d_7" [label="(24,)", style=solid]; +"71 features_2_block_2_0_weight_bias_0_0" -> "77 conv2d_7" [label="(24,)", style=solid]; "72 scale_updated_constant5" -> "74 mul_tensor_5" [label="(24, 1, 1, 1)", style=solid]; "73 compressed_weight_updated_constant5" -> "74 mul_tensor_5" [label="(24, 72, 1, 1)", style=solid]; "74 mul_tensor_5" -> "76 sub_tensor_5" [label="(24, 72, 1, 1)", style=solid]; @@ -622,7 +622,7 @@ strict digraph { "78 quantize_per_tensor_default_6" -> "80 dequantize_per_tensor_default_7" [label="(1, 24, 28, 28)", style=solid]; "79 dequantize_per_tensor_default_8" -> "112 add_" [label="(1, 24, 28, 28)", style=solid]; "80 dequantize_per_tensor_default_7" -> "87 conv2d_8" [label="(1, 24, 28, 28)", style=solid]; -"81 features_3_block_0_0_weight_bias" -> "87 conv2d_8" [label="(88,)", style=solid]; +"81 features_3_block_0_0_weight_bias_0_0" -> "87 conv2d_8" [label="(88,)", style=solid]; "82 scale_updated_constant6" -> "84 mul_tensor_6" [label="(88, 1, 1, 1)", style=solid]; "83 compressed_weight_updated_constant6" -> "84 mul_tensor_6" [label="(88, 24, 1, 1)", style=solid]; "84 mul_tensor_6" -> "86 sub_tensor_6" [label="(88, 24, 1, 1)", style=solid]; @@ -636,7 +636,7 @@ strict digraph { "90 relu__3" -> "91 quantize_per_channel_default_9" [label="(1, 88, 28, 28)", style=solid]; "91 quantize_per_channel_default_9" -> "92 dequantize_per_channel_default_9" [label="(1, 88, 28, 28)", style=solid]; "92 dequantize_per_channel_default_9" -> "99 conv2d_9" [label="(1, 88, 28, 28)", style=solid]; -"93 features_3_block_1_0_weight_bias" -> "99 conv2d_9" [label="(88,)", style=solid]; +"93 features_3_block_1_0_weight_bias_0_0" -> "99 conv2d_9" [label="(88,)", style=solid]; "94 scale_updated_constant7" -> "96 mul_tensor_7" [label="(88, 1, 1, 1)", style=solid]; "95 compressed_weight_updated_constant7" -> "96 mul_tensor_7" [label="(88, 1, 3, 3)", style=solid]; "96 mul_tensor_7" -> "98 sub_tensor_7" [label="(88, 1, 3, 3)", style=solid]; @@ -646,7 +646,7 @@ strict digraph { "100 relu__4" -> "101 quantize_per_tensor_default_7" [label="(1, 88, 28, 28)", style=solid]; "101 quantize_per_tensor_default_7" -> "102 dequantize_per_tensor_default_9" [label="(1, 88, 28, 28)", style=solid]; "102 dequantize_per_tensor_default_9" -> "109 conv2d_10" [label="(1, 88, 28, 28)", style=solid]; -"103 features_3_block_2_0_weight_bias" -> "109 conv2d_10" [label="(24,)", style=solid]; +"103 features_3_block_2_0_weight_bias_0_0" -> "109 conv2d_10" [label="(24,)", style=solid]; "104 scale_updated_constant8" -> "106 mul_tensor_8" [label="(24, 1, 1, 1)", style=solid]; "105 compressed_weight_updated_constant8" -> "106 mul_tensor_8" [label="(24, 88, 1, 1)", style=solid]; "106 mul_tensor_8" -> "108 sub_tensor_8" [label="(24, 88, 1, 1)", style=solid]; @@ -658,7 +658,7 @@ strict digraph { "112 add_" -> "113 quantize_per_tensor_default_9" [label="(1, 24, 28, 28)", style=solid]; "113 quantize_per_tensor_default_9" -> "114 dequantize_per_tensor_default_11" [label="(1, 24, 28, 28)", style=solid]; "114 dequantize_per_tensor_default_11" -> "121 conv2d_11" [label="(1, 24, 28, 28)", style=solid]; -"115 features_4_block_0_0_weight_bias" -> "121 conv2d_11" [label="(96,)", style=solid]; +"115 features_4_block_0_0_weight_bias_0_0" -> "121 conv2d_11" [label="(96,)", style=solid]; "116 scale_updated_constant9" -> "118 mul_tensor_9" [label="(96, 1, 1, 1)", style=solid]; "117 compressed_weight_updated_constant9" -> "118 mul_tensor_9" [label="(96, 24, 1, 1)", style=solid]; "118 mul_tensor_9" -> "120 sub_tensor_9" [label="(96, 24, 1, 1)", style=solid]; @@ -672,7 +672,7 @@ strict digraph { "124 hardswish__1" -> "125 quantize_per_channel_default_13" [label="(1, 96, 28, 28)", style=solid]; "125 quantize_per_channel_default_13" -> "126 dequantize_per_channel_default_13" [label="(1, 96, 28, 28)", style=solid]; "126 dequantize_per_channel_default_13" -> "133 conv2d_12" [label="(1, 96, 28, 28)", style=solid]; -"127 features_4_block_1_0_weight_bias" -> "133 conv2d_12" [label="(96,)", style=solid]; +"127 features_4_block_1_0_weight_bias_0_0" -> "133 conv2d_12" [label="(96,)", style=solid]; "128 scale_updated_constant10" -> "130 mul_tensor_10" [label="(96, 1, 1, 1)", style=solid]; "129 compressed_weight_updated_constant10" -> "130 mul_tensor_10" [label="(96, 1, 5, 5)", style=solid]; "130 mul_tensor_10" -> "132 sub_tensor_10" [label="(96, 1, 5, 5)", style=solid]; @@ -686,11 +686,11 @@ strict digraph { "137 dequantize_per_tensor_default_12" -> "138 adaptive_avg_pool2d_1" [label="(1, 96, 14, 14)", style=solid]; "138 adaptive_avg_pool2d_1" -> "141 conv2d_13" [label="(1, 96, 1, 1)", style=solid]; "139 _param_constant37" -> "141 conv2d_13" [label="(24, 96, 1, 1)", style=solid]; -"140 _param_constant38" -> "141 conv2d_13" [label="(24,)", style=solid]; +"140 _param_constant38_0_0" -> "141 conv2d_13" [label="(24,)", style=solid]; "141 conv2d_13" -> "142 relu_1" [label="(1, 24, 1, 1)", style=solid]; "142 relu_1" -> "145 conv2d_14" [label="(1, 24, 1, 1)", style=solid]; "143 _param_constant39" -> "145 conv2d_14" [label="(96, 24, 1, 1)", style=solid]; -"144 _param_constant40" -> "145 conv2d_14" [label="(96,)", style=solid]; +"144 _param_constant40_0_0" -> "145 conv2d_14" [label="(96,)", style=solid]; "145 conv2d_14" -> "146 hardsigmoid_1" [label="(1, 96, 1, 1)", style=solid]; "146 hardsigmoid_1" -> "147 quantize_per_tensor_default_11" [label="(1, 96, 1, 1)", style=solid]; "147 quantize_per_tensor_default_11" -> "148 dequantize_per_tensor_default_14" [label="(1, 96, 1, 1)", style=solid]; @@ -698,7 +698,7 @@ strict digraph { "149 mul_1" -> "150 quantize_per_tensor_default_12" [label="(1, 96, 14, 14)", style=solid]; "150 quantize_per_tensor_default_12" -> "151 dequantize_per_tensor_default_15" [label="(1, 96, 14, 14)", style=solid]; "151 dequantize_per_tensor_default_15" -> "158 conv2d_15" [label="(1, 96, 14, 14)", style=solid]; -"152 features_4_block_3_0_weight_bias" -> "158 conv2d_15" [label="(40,)", style=solid]; +"152 features_4_block_3_0_weight_bias_0_0" -> "158 conv2d_15" [label="(40,)", style=solid]; "153 scale_updated_constant11" -> "155 mul_tensor_11" [label="(40, 1, 1, 1)", style=solid]; "154 compressed_weight_updated_constant11" -> "155 mul_tensor_11" [label="(40, 96, 1, 1)", style=solid]; "155 mul_tensor_11" -> "157 sub_tensor_11" [label="(40, 96, 1, 1)", style=solid]; @@ -709,7 +709,7 @@ strict digraph { "159 quantize_per_tensor_default_13" -> "161 dequantize_per_tensor_default_16" [label="(1, 40, 14, 14)", style=solid]; "160 dequantize_per_tensor_default_17" -> "208 add__1" [label="(1, 40, 14, 14)", style=solid]; "161 dequantize_per_tensor_default_16" -> "168 conv2d_16" [label="(1, 40, 14, 14)", style=solid]; -"162 features_5_block_0_0_weight_bias" -> "168 conv2d_16" [label="(240,)", style=solid]; +"162 features_5_block_0_0_weight_bias_0_0" -> "168 conv2d_16" [label="(240,)", style=solid]; "163 scale_updated_constant12" -> "165 mul_tensor_12" [label="(240, 1, 1, 1)", style=solid]; "164 compressed_weight_updated_constant12" -> "165 mul_tensor_12" [label="(240, 40, 1, 1)", style=solid]; "165 mul_tensor_12" -> "167 sub_tensor_12" [label="(240, 40, 1, 1)", style=solid]; @@ -723,7 +723,7 @@ strict digraph { "171 hardswish__3" -> "172 quantize_per_channel_default_17" [label="(1, 240, 14, 14)", style=solid]; "172 quantize_per_channel_default_17" -> "173 dequantize_per_channel_default_17" [label="(1, 240, 14, 14)", style=solid]; "173 dequantize_per_channel_default_17" -> "180 conv2d_17" [label="(1, 240, 14, 14)", style=solid]; -"174 features_5_block_1_0_weight_bias" -> "180 conv2d_17" [label="(240,)", style=solid]; +"174 features_5_block_1_0_weight_bias_0_0" -> "180 conv2d_17" [label="(240,)", style=solid]; "175 scale_updated_constant13" -> "177 mul_tensor_13" [label="(240, 1, 1, 1)", style=solid]; "176 compressed_weight_updated_constant13" -> "177 mul_tensor_13" [label="(240, 1, 5, 5)", style=solid]; "177 mul_tensor_13" -> "179 sub_tensor_13" [label="(240, 1, 5, 5)", style=solid]; @@ -737,11 +737,11 @@ strict digraph { "184 dequantize_per_tensor_default_18" -> "185 adaptive_avg_pool2d_2" [label="(1, 240, 14, 14)", style=solid]; "185 adaptive_avg_pool2d_2" -> "188 conv2d_18" [label="(1, 240, 1, 1)", style=solid]; "186 _param_constant50" -> "188 conv2d_18" [label="(64, 240, 1, 1)", style=solid]; -"187 _param_constant51" -> "188 conv2d_18" [label="(64,)", style=solid]; +"187 _param_constant51_0_0" -> "188 conv2d_18" [label="(64,)", style=solid]; "188 conv2d_18" -> "189 relu_2" [label="(1, 64, 1, 1)", style=solid]; "189 relu_2" -> "192 conv2d_19" [label="(1, 64, 1, 1)", style=solid]; "190 _param_constant52" -> "192 conv2d_19" [label="(240, 64, 1, 1)", style=solid]; -"191 _param_constant53" -> "192 conv2d_19" [label="(240,)", style=solid]; +"191 _param_constant53_0_0" -> "192 conv2d_19" [label="(240,)", style=solid]; "192 conv2d_19" -> "193 hardsigmoid_2" [label="(1, 240, 1, 1)", style=solid]; "193 hardsigmoid_2" -> "194 quantize_per_tensor_default_15" [label="(1, 240, 1, 1)", style=solid]; "194 quantize_per_tensor_default_15" -> "195 dequantize_per_tensor_default_20" [label="(1, 240, 1, 1)", style=solid]; @@ -749,7 +749,7 @@ strict digraph { "196 mul_2" -> "197 quantize_per_tensor_default_16" [label="(1, 240, 14, 14)", style=solid]; "197 quantize_per_tensor_default_16" -> "198 dequantize_per_tensor_default_21" [label="(1, 240, 14, 14)", style=solid]; "198 dequantize_per_tensor_default_21" -> "205 conv2d_20" [label="(1, 240, 14, 14)", style=solid]; -"199 features_5_block_3_0_weight_bias" -> "205 conv2d_20" [label="(40,)", style=solid]; +"199 features_5_block_3_0_weight_bias_0_0" -> "205 conv2d_20" [label="(40,)", style=solid]; "200 scale_updated_constant14" -> "202 mul_tensor_14" [label="(40, 1, 1, 1)", style=solid]; "201 compressed_weight_updated_constant14" -> "202 mul_tensor_14" [label="(40, 240, 1, 1)", style=solid]; "202 mul_tensor_14" -> "204 sub_tensor_14" [label="(40, 240, 1, 1)", style=solid]; @@ -763,7 +763,7 @@ strict digraph { "209 quantize_per_tensor_default_18" -> "211 dequantize_per_tensor_default_23" [label="(1, 40, 14, 14)", style=solid]; "210 dequantize_per_tensor_default_24" -> "258 add__2" [label="(1, 40, 14, 14)", style=solid]; "211 dequantize_per_tensor_default_23" -> "218 conv2d_21" [label="(1, 40, 14, 14)", style=solid]; -"212 features_6_block_0_0_weight_bias" -> "218 conv2d_21" [label="(240,)", style=solid]; +"212 features_6_block_0_0_weight_bias_0_0" -> "218 conv2d_21" [label="(240,)", style=solid]; "213 scale_updated_constant15" -> "215 mul_tensor_15" [label="(240, 1, 1, 1)", style=solid]; "214 compressed_weight_updated_constant15" -> "215 mul_tensor_15" [label="(240, 40, 1, 1)", style=solid]; "215 mul_tensor_15" -> "217 sub_tensor_15" [label="(240, 40, 1, 1)", style=solid]; @@ -777,7 +777,7 @@ strict digraph { "221 hardswish__5" -> "222 quantize_per_channel_default_21" [label="(1, 240, 14, 14)", style=solid]; "222 quantize_per_channel_default_21" -> "223 dequantize_per_channel_default_21" [label="(1, 240, 14, 14)", style=solid]; "223 dequantize_per_channel_default_21" -> "230 conv2d_22" [label="(1, 240, 14, 14)", style=solid]; -"224 features_6_block_1_0_weight_bias" -> "230 conv2d_22" [label="(240,)", style=solid]; +"224 features_6_block_1_0_weight_bias_0_0" -> "230 conv2d_22" [label="(240,)", style=solid]; "225 scale_updated_constant16" -> "227 mul_tensor_16" [label="(240, 1, 1, 1)", style=solid]; "226 compressed_weight_updated_constant16" -> "227 mul_tensor_16" [label="(240, 1, 5, 5)", style=solid]; "227 mul_tensor_16" -> "229 sub_tensor_16" [label="(240, 1, 5, 5)", style=solid]; @@ -791,11 +791,11 @@ strict digraph { "234 dequantize_per_tensor_default_25" -> "235 adaptive_avg_pool2d_3" [label="(1, 240, 14, 14)", style=solid]; "235 adaptive_avg_pool2d_3" -> "238 conv2d_23" [label="(1, 240, 1, 1)", style=solid]; "236 _param_constant63" -> "238 conv2d_23" [label="(64, 240, 1, 1)", style=solid]; -"237 _param_constant64" -> "238 conv2d_23" [label="(64,)", style=solid]; +"237 _param_constant64_0_0" -> "238 conv2d_23" [label="(64,)", style=solid]; "238 conv2d_23" -> "239 relu_3" [label="(1, 64, 1, 1)", style=solid]; "239 relu_3" -> "242 conv2d_24" [label="(1, 64, 1, 1)", style=solid]; "240 _param_constant65" -> "242 conv2d_24" [label="(240, 64, 1, 1)", style=solid]; -"241 _param_constant66" -> "242 conv2d_24" [label="(240,)", style=solid]; +"241 _param_constant66_0_0" -> "242 conv2d_24" [label="(240,)", style=solid]; "242 conv2d_24" -> "243 hardsigmoid_3" [label="(1, 240, 1, 1)", style=solid]; "243 hardsigmoid_3" -> "244 quantize_per_tensor_default_20" [label="(1, 240, 1, 1)", style=solid]; "244 quantize_per_tensor_default_20" -> "245 dequantize_per_tensor_default_27" [label="(1, 240, 1, 1)", style=solid]; @@ -803,7 +803,7 @@ strict digraph { "246 mul_3" -> "247 quantize_per_tensor_default_21" [label="(1, 240, 14, 14)", style=solid]; "247 quantize_per_tensor_default_21" -> "248 dequantize_per_tensor_default_28" [label="(1, 240, 14, 14)", style=solid]; "248 dequantize_per_tensor_default_28" -> "255 conv2d_25" [label="(1, 240, 14, 14)", style=solid]; -"249 features_6_block_3_0_weight_bias" -> "255 conv2d_25" [label="(40,)", style=solid]; +"249 features_6_block_3_0_weight_bias_0_0" -> "255 conv2d_25" [label="(40,)", style=solid]; "250 scale_updated_constant17" -> "252 mul_tensor_17" [label="(40, 1, 1, 1)", style=solid]; "251 compressed_weight_updated_constant17" -> "252 mul_tensor_17" [label="(40, 240, 1, 1)", style=solid]; "252 mul_tensor_17" -> "254 sub_tensor_17" [label="(40, 240, 1, 1)", style=solid]; @@ -815,7 +815,7 @@ strict digraph { "258 add__2" -> "259 quantize_per_tensor_default_23" [label="(1, 40, 14, 14)", style=solid]; "259 quantize_per_tensor_default_23" -> "260 dequantize_per_tensor_default_30" [label="(1, 40, 14, 14)", style=solid]; "260 dequantize_per_tensor_default_30" -> "267 conv2d_26" [label="(1, 40, 14, 14)", style=solid]; -"261 features_7_block_0_0_weight_bias" -> "267 conv2d_26" [label="(120,)", style=solid]; +"261 features_7_block_0_0_weight_bias_0_0" -> "267 conv2d_26" [label="(120,)", style=solid]; "262 scale_updated_constant18" -> "264 mul_tensor_18" [label="(120, 1, 1, 1)", style=solid]; "263 compressed_weight_updated_constant18" -> "264 mul_tensor_18" [label="(120, 40, 1, 1)", style=solid]; "264 mul_tensor_18" -> "266 sub_tensor_18" [label="(120, 40, 1, 1)", style=solid]; @@ -829,7 +829,7 @@ strict digraph { "270 hardswish__7" -> "271 quantize_per_channel_default_25" [label="(1, 120, 14, 14)", style=solid]; "271 quantize_per_channel_default_25" -> "272 dequantize_per_channel_default_25" [label="(1, 120, 14, 14)", style=solid]; "272 dequantize_per_channel_default_25" -> "279 conv2d_27" [label="(1, 120, 14, 14)", style=solid]; -"273 features_7_block_1_0_weight_bias" -> "279 conv2d_27" [label="(120,)", style=solid]; +"273 features_7_block_1_0_weight_bias_0_0" -> "279 conv2d_27" [label="(120,)", style=solid]; "274 scale_updated_constant19" -> "276 mul_tensor_19" [label="(120, 1, 1, 1)", style=solid]; "275 compressed_weight_updated_constant19" -> "276 mul_tensor_19" [label="(120, 1, 5, 5)", style=solid]; "276 mul_tensor_19" -> "278 sub_tensor_19" [label="(120, 1, 5, 5)", style=solid]; @@ -843,11 +843,11 @@ strict digraph { "283 dequantize_per_tensor_default_31" -> "284 adaptive_avg_pool2d_4" [label="(1, 120, 14, 14)", style=solid]; "284 adaptive_avg_pool2d_4" -> "287 conv2d_28" [label="(1, 120, 1, 1)", style=solid]; "285 _param_constant76" -> "287 conv2d_28" [label="(32, 120, 1, 1)", style=solid]; -"286 _param_constant77" -> "287 conv2d_28" [label="(32,)", style=solid]; +"286 _param_constant77_0_0" -> "287 conv2d_28" [label="(32,)", style=solid]; "287 conv2d_28" -> "288 relu_4" [label="(1, 32, 1, 1)", style=solid]; "288 relu_4" -> "291 conv2d_29" [label="(1, 32, 1, 1)", style=solid]; "289 _param_constant78" -> "291 conv2d_29" [label="(120, 32, 1, 1)", style=solid]; -"290 _param_constant79" -> "291 conv2d_29" [label="(120,)", style=solid]; +"290 _param_constant79_0_0" -> "291 conv2d_29" [label="(120,)", style=solid]; "291 conv2d_29" -> "292 hardsigmoid_4" [label="(1, 120, 1, 1)", style=solid]; "292 hardsigmoid_4" -> "293 quantize_per_tensor_default_25" [label="(1, 120, 1, 1)", style=solid]; "293 quantize_per_tensor_default_25" -> "294 dequantize_per_tensor_default_33" [label="(1, 120, 1, 1)", style=solid]; @@ -855,7 +855,7 @@ strict digraph { "295 mul_4" -> "296 quantize_per_tensor_default_26" [label="(1, 120, 14, 14)", style=solid]; "296 quantize_per_tensor_default_26" -> "297 dequantize_per_tensor_default_34" [label="(1, 120, 14, 14)", style=solid]; "297 dequantize_per_tensor_default_34" -> "304 conv2d_30" [label="(1, 120, 14, 14)", style=solid]; -"298 features_7_block_3_0_weight_bias" -> "304 conv2d_30" [label="(48,)", style=solid]; +"298 features_7_block_3_0_weight_bias_0_0" -> "304 conv2d_30" [label="(48,)", style=solid]; "299 scale_updated_constant20" -> "301 mul_tensor_20" [label="(48, 1, 1, 1)", style=solid]; "300 compressed_weight_updated_constant20" -> "301 mul_tensor_20" [label="(48, 120, 1, 1)", style=solid]; "301 mul_tensor_20" -> "303 sub_tensor_20" [label="(48, 120, 1, 1)", style=solid]; @@ -866,7 +866,7 @@ strict digraph { "305 quantize_per_tensor_default_27" -> "307 dequantize_per_tensor_default_35" [label="(1, 48, 14, 14)", style=solid]; "306 dequantize_per_tensor_default_36" -> "354 add__3" [label="(1, 48, 14, 14)", style=solid]; "307 dequantize_per_tensor_default_35" -> "314 conv2d_31" [label="(1, 48, 14, 14)", style=solid]; -"308 features_8_block_0_0_weight_bias" -> "314 conv2d_31" [label="(144,)", style=solid]; +"308 features_8_block_0_0_weight_bias_0_0" -> "314 conv2d_31" [label="(144,)", style=solid]; "309 scale_updated_constant21" -> "311 mul_tensor_21" [label="(144, 1, 1, 1)", style=solid]; "310 compressed_weight_updated_constant21" -> "311 mul_tensor_21" [label="(144, 48, 1, 1)", style=solid]; "311 mul_tensor_21" -> "313 sub_tensor_21" [label="(144, 48, 1, 1)", style=solid]; @@ -880,7 +880,7 @@ strict digraph { "317 hardswish__9" -> "318 quantize_per_channel_default_29" [label="(1, 144, 14, 14)", style=solid]; "318 quantize_per_channel_default_29" -> "319 dequantize_per_channel_default_29" [label="(1, 144, 14, 14)", style=solid]; "319 dequantize_per_channel_default_29" -> "326 conv2d_32" [label="(1, 144, 14, 14)", style=solid]; -"320 features_8_block_1_0_weight_bias" -> "326 conv2d_32" [label="(144,)", style=solid]; +"320 features_8_block_1_0_weight_bias_0_0" -> "326 conv2d_32" [label="(144,)", style=solid]; "321 scale_updated_constant22" -> "323 mul_tensor_22" [label="(144, 1, 1, 1)", style=solid]; "322 compressed_weight_updated_constant22" -> "323 mul_tensor_22" [label="(144, 1, 5, 5)", style=solid]; "323 mul_tensor_22" -> "325 sub_tensor_22" [label="(144, 1, 5, 5)", style=solid]; @@ -894,11 +894,11 @@ strict digraph { "330 dequantize_per_tensor_default_37" -> "331 adaptive_avg_pool2d_5" [label="(1, 144, 14, 14)", style=solid]; "331 adaptive_avg_pool2d_5" -> "334 conv2d_33" [label="(1, 144, 1, 1)", style=solid]; "332 _param_constant89" -> "334 conv2d_33" [label="(40, 144, 1, 1)", style=solid]; -"333 _param_constant90" -> "334 conv2d_33" [label="(40,)", style=solid]; +"333 _param_constant90_0_0" -> "334 conv2d_33" [label="(40,)", style=solid]; "334 conv2d_33" -> "335 relu_5" [label="(1, 40, 1, 1)", style=solid]; "335 relu_5" -> "338 conv2d_34" [label="(1, 40, 1, 1)", style=solid]; "336 _param_constant91" -> "338 conv2d_34" [label="(144, 40, 1, 1)", style=solid]; -"337 _param_constant92" -> "338 conv2d_34" [label="(144,)", style=solid]; +"337 _param_constant92_0_0" -> "338 conv2d_34" [label="(144,)", style=solid]; "338 conv2d_34" -> "339 hardsigmoid_5" [label="(1, 144, 1, 1)", style=solid]; "339 hardsigmoid_5" -> "340 quantize_per_tensor_default_29" [label="(1, 144, 1, 1)", style=solid]; "340 quantize_per_tensor_default_29" -> "341 dequantize_per_tensor_default_39" [label="(1, 144, 1, 1)", style=solid]; @@ -906,7 +906,7 @@ strict digraph { "342 mul_5" -> "343 quantize_per_tensor_default_30" [label="(1, 144, 14, 14)", style=solid]; "343 quantize_per_tensor_default_30" -> "344 dequantize_per_tensor_default_40" [label="(1, 144, 14, 14)", style=solid]; "344 dequantize_per_tensor_default_40" -> "351 conv2d_35" [label="(1, 144, 14, 14)", style=solid]; -"345 features_8_block_3_0_weight_bias" -> "351 conv2d_35" [label="(48,)", style=solid]; +"345 features_8_block_3_0_weight_bias_0_0" -> "351 conv2d_35" [label="(48,)", style=solid]; "346 scale_updated_constant23" -> "348 mul_tensor_23" [label="(48, 1, 1, 1)", style=solid]; "347 compressed_weight_updated_constant23" -> "348 mul_tensor_23" [label="(48, 144, 1, 1)", style=solid]; "348 mul_tensor_23" -> "350 sub_tensor_23" [label="(48, 144, 1, 1)", style=solid]; @@ -918,7 +918,7 @@ strict digraph { "354 add__3" -> "355 quantize_per_tensor_default_32" [label="(1, 48, 14, 14)", style=solid]; "355 quantize_per_tensor_default_32" -> "356 dequantize_per_tensor_default_42" [label="(1, 48, 14, 14)", style=solid]; "356 dequantize_per_tensor_default_42" -> "363 conv2d_36" [label="(1, 48, 14, 14)", style=solid]; -"357 features_9_block_0_0_weight_bias" -> "363 conv2d_36" [label="(288,)", style=solid]; +"357 features_9_block_0_0_weight_bias_0_0" -> "363 conv2d_36" [label="(288,)", style=solid]; "358 scale_updated_constant24" -> "360 mul_tensor_24" [label="(288, 1, 1, 1)", style=solid]; "359 compressed_weight_updated_constant24" -> "360 mul_tensor_24" [label="(288, 48, 1, 1)", style=solid]; "360 mul_tensor_24" -> "362 sub_tensor_24" [label="(288, 48, 1, 1)", style=solid]; @@ -932,7 +932,7 @@ strict digraph { "366 hardswish__11" -> "367 quantize_per_channel_default_33" [label="(1, 288, 14, 14)", style=solid]; "367 quantize_per_channel_default_33" -> "368 dequantize_per_channel_default_33" [label="(1, 288, 14, 14)", style=solid]; "368 dequantize_per_channel_default_33" -> "375 conv2d_37" [label="(1, 288, 14, 14)", style=solid]; -"369 features_9_block_1_0_weight_bias" -> "375 conv2d_37" [label="(288,)", style=solid]; +"369 features_9_block_1_0_weight_bias_0_0" -> "375 conv2d_37" [label="(288,)", style=solid]; "370 scale_updated_constant25" -> "372 mul_tensor_25" [label="(288, 1, 1, 1)", style=solid]; "371 compressed_weight_updated_constant25" -> "372 mul_tensor_25" [label="(288, 1, 5, 5)", style=solid]; "372 mul_tensor_25" -> "374 sub_tensor_25" [label="(288, 1, 5, 5)", style=solid]; @@ -946,11 +946,11 @@ strict digraph { "379 dequantize_per_tensor_default_43" -> "380 adaptive_avg_pool2d_6" [label="(1, 288, 7, 7)", style=solid]; "380 adaptive_avg_pool2d_6" -> "383 conv2d_38" [label="(1, 288, 1, 1)", style=solid]; "381 _param_constant102" -> "383 conv2d_38" [label="(72, 288, 1, 1)", style=solid]; -"382 _param_constant103" -> "383 conv2d_38" [label="(72,)", style=solid]; +"382 _param_constant103_0_0" -> "383 conv2d_38" [label="(72,)", style=solid]; "383 conv2d_38" -> "384 relu_6" [label="(1, 72, 1, 1)", style=solid]; "384 relu_6" -> "387 conv2d_39" [label="(1, 72, 1, 1)", style=solid]; "385 _param_constant104" -> "387 conv2d_39" [label="(288, 72, 1, 1)", style=solid]; -"386 _param_constant105" -> "387 conv2d_39" [label="(288,)", style=solid]; +"386 _param_constant105_0_0" -> "387 conv2d_39" [label="(288,)", style=solid]; "387 conv2d_39" -> "388 hardsigmoid_6" [label="(1, 288, 1, 1)", style=solid]; "388 hardsigmoid_6" -> "389 quantize_per_tensor_default_34" [label="(1, 288, 1, 1)", style=solid]; "389 quantize_per_tensor_default_34" -> "390 dequantize_per_tensor_default_45" [label="(1, 288, 1, 1)", style=solid]; @@ -958,7 +958,7 @@ strict digraph { "391 mul_6" -> "392 quantize_per_tensor_default_35" [label="(1, 288, 7, 7)", style=solid]; "392 quantize_per_tensor_default_35" -> "393 dequantize_per_tensor_default_46" [label="(1, 288, 7, 7)", style=solid]; "393 dequantize_per_tensor_default_46" -> "400 conv2d_40" [label="(1, 288, 7, 7)", style=solid]; -"394 features_9_block_3_0_weight_bias" -> "400 conv2d_40" [label="(96,)", style=solid]; +"394 features_9_block_3_0_weight_bias_0_0" -> "400 conv2d_40" [label="(96,)", style=solid]; "395 scale_updated_constant26" -> "397 mul_tensor_26" [label="(96, 1, 1, 1)", style=solid]; "396 compressed_weight_updated_constant26" -> "397 mul_tensor_26" [label="(96, 288, 1, 1)", style=solid]; "397 mul_tensor_26" -> "399 sub_tensor_26" [label="(96, 288, 1, 1)", style=solid]; @@ -969,7 +969,7 @@ strict digraph { "401 quantize_per_tensor_default_36" -> "403 dequantize_per_tensor_default_47" [label="(1, 96, 7, 7)", style=solid]; "402 dequantize_per_tensor_default_48" -> "450 add__4" [label="(1, 96, 7, 7)", style=solid]; "403 dequantize_per_tensor_default_47" -> "410 conv2d_41" [label="(1, 96, 7, 7)", style=solid]; -"404 features_10_block_0_0_weight_bias" -> "410 conv2d_41" [label="(576,)", style=solid]; +"404 features_10_block_0_0_weight_bias_0_0" -> "410 conv2d_41" [label="(576,)", style=solid]; "405 scale_updated_constant27" -> "407 mul_tensor_27" [label="(576, 1, 1, 1)", style=solid]; "406 compressed_weight_updated_constant27" -> "407 mul_tensor_27" [label="(576, 96, 1, 1)", style=solid]; "407 mul_tensor_27" -> "409 sub_tensor_27" [label="(576, 96, 1, 1)", style=solid]; @@ -983,7 +983,7 @@ strict digraph { "413 hardswish__13" -> "414 quantize_per_channel_default_37" [label="(1, 576, 7, 7)", style=solid]; "414 quantize_per_channel_default_37" -> "415 dequantize_per_channel_default_37" [label="(1, 576, 7, 7)", style=solid]; "415 dequantize_per_channel_default_37" -> "422 conv2d_42" [label="(1, 576, 7, 7)", style=solid]; -"416 features_10_block_1_0_weight_bias" -> "422 conv2d_42" [label="(576,)", style=solid]; +"416 features_10_block_1_0_weight_bias_0_0" -> "422 conv2d_42" [label="(576,)", style=solid]; "417 scale_updated_constant28" -> "419 mul_tensor_28" [label="(576, 1, 1, 1)", style=solid]; "418 compressed_weight_updated_constant28" -> "419 mul_tensor_28" [label="(576, 1, 5, 5)", style=solid]; "419 mul_tensor_28" -> "421 sub_tensor_28" [label="(576, 1, 5, 5)", style=solid]; @@ -997,11 +997,11 @@ strict digraph { "426 dequantize_per_tensor_default_49" -> "427 adaptive_avg_pool2d_7" [label="(1, 576, 7, 7)", style=solid]; "427 adaptive_avg_pool2d_7" -> "430 conv2d_43" [label="(1, 576, 1, 1)", style=solid]; "428 _param_constant115" -> "430 conv2d_43" [label="(144, 576, 1, 1)", style=solid]; -"429 _param_constant116" -> "430 conv2d_43" [label="(144,)", style=solid]; +"429 _param_constant116_0_0" -> "430 conv2d_43" [label="(144,)", style=solid]; "430 conv2d_43" -> "431 relu_7" [label="(1, 144, 1, 1)", style=solid]; "431 relu_7" -> "434 conv2d_44" [label="(1, 144, 1, 1)", style=solid]; "432 _param_constant117" -> "434 conv2d_44" [label="(576, 144, 1, 1)", style=solid]; -"433 _param_constant118" -> "434 conv2d_44" [label="(576,)", style=solid]; +"433 _param_constant118_0_0" -> "434 conv2d_44" [label="(576,)", style=solid]; "434 conv2d_44" -> "435 hardsigmoid_7" [label="(1, 576, 1, 1)", style=solid]; "435 hardsigmoid_7" -> "436 quantize_per_tensor_default_38" [label="(1, 576, 1, 1)", style=solid]; "436 quantize_per_tensor_default_38" -> "437 dequantize_per_tensor_default_51" [label="(1, 576, 1, 1)", style=solid]; @@ -1009,7 +1009,7 @@ strict digraph { "438 mul_7" -> "439 quantize_per_tensor_default_39" [label="(1, 576, 7, 7)", style=solid]; "439 quantize_per_tensor_default_39" -> "440 dequantize_per_tensor_default_52" [label="(1, 576, 7, 7)", style=solid]; "440 dequantize_per_tensor_default_52" -> "447 conv2d_45" [label="(1, 576, 7, 7)", style=solid]; -"441 features_10_block_3_0_weight_bias" -> "447 conv2d_45" [label="(96,)", style=solid]; +"441 features_10_block_3_0_weight_bias_0_0" -> "447 conv2d_45" [label="(96,)", style=solid]; "442 scale_updated_constant29" -> "444 mul_tensor_29" [label="(96, 1, 1, 1)", style=solid]; "443 compressed_weight_updated_constant29" -> "444 mul_tensor_29" [label="(96, 576, 1, 1)", style=solid]; "444 mul_tensor_29" -> "446 sub_tensor_29" [label="(96, 576, 1, 1)", style=solid]; @@ -1023,7 +1023,7 @@ strict digraph { "451 quantize_per_tensor_default_41" -> "453 dequantize_per_tensor_default_54" [label="(1, 96, 7, 7)", style=solid]; "452 dequantize_per_tensor_default_55" -> "500 add__5" [label="(1, 96, 7, 7)", style=solid]; "453 dequantize_per_tensor_default_54" -> "460 conv2d_46" [label="(1, 96, 7, 7)", style=solid]; -"454 features_11_block_0_0_weight_bias" -> "460 conv2d_46" [label="(576,)", style=solid]; +"454 features_11_block_0_0_weight_bias_0_0" -> "460 conv2d_46" [label="(576,)", style=solid]; "455 scale_updated_constant30" -> "457 mul_tensor_30" [label="(576, 1, 1, 1)", style=solid]; "456 compressed_weight_updated_constant30" -> "457 mul_tensor_30" [label="(576, 96, 1, 1)", style=solid]; "457 mul_tensor_30" -> "459 sub_tensor_30" [label="(576, 96, 1, 1)", style=solid]; @@ -1037,7 +1037,7 @@ strict digraph { "463 hardswish__15" -> "464 quantize_per_channel_default_41" [label="(1, 576, 7, 7)", style=solid]; "464 quantize_per_channel_default_41" -> "465 dequantize_per_channel_default_41" [label="(1, 576, 7, 7)", style=solid]; "465 dequantize_per_channel_default_41" -> "472 conv2d_47" [label="(1, 576, 7, 7)", style=solid]; -"466 features_11_block_1_0_weight_bias" -> "472 conv2d_47" [label="(576,)", style=solid]; +"466 features_11_block_1_0_weight_bias_0_0" -> "472 conv2d_47" [label="(576,)", style=solid]; "467 scale_updated_constant31" -> "469 mul_tensor_31" [label="(576, 1, 1, 1)", style=solid]; "468 compressed_weight_updated_constant31" -> "469 mul_tensor_31" [label="(576, 1, 5, 5)", style=solid]; "469 mul_tensor_31" -> "471 sub_tensor_31" [label="(576, 1, 5, 5)", style=solid]; @@ -1051,11 +1051,11 @@ strict digraph { "476 dequantize_per_tensor_default_56" -> "477 adaptive_avg_pool2d_8" [label="(1, 576, 7, 7)", style=solid]; "477 adaptive_avg_pool2d_8" -> "480 conv2d_48" [label="(1, 576, 1, 1)", style=solid]; "478 _param_constant128" -> "480 conv2d_48" [label="(144, 576, 1, 1)", style=solid]; -"479 _param_constant129" -> "480 conv2d_48" [label="(144,)", style=solid]; +"479 _param_constant129_0_0" -> "480 conv2d_48" [label="(144,)", style=solid]; "480 conv2d_48" -> "481 relu_8" [label="(1, 144, 1, 1)", style=solid]; "481 relu_8" -> "484 conv2d_49" [label="(1, 144, 1, 1)", style=solid]; "482 _param_constant130" -> "484 conv2d_49" [label="(576, 144, 1, 1)", style=solid]; -"483 _param_constant131" -> "484 conv2d_49" [label="(576,)", style=solid]; +"483 _param_constant131_0_0" -> "484 conv2d_49" [label="(576,)", style=solid]; "484 conv2d_49" -> "485 hardsigmoid_8" [label="(1, 576, 1, 1)", style=solid]; "485 hardsigmoid_8" -> "486 quantize_per_tensor_default_43" [label="(1, 576, 1, 1)", style=solid]; "486 quantize_per_tensor_default_43" -> "487 dequantize_per_tensor_default_58" [label="(1, 576, 1, 1)", style=solid]; @@ -1063,7 +1063,7 @@ strict digraph { "488 mul_8" -> "489 quantize_per_tensor_default_44" [label="(1, 576, 7, 7)", style=solid]; "489 quantize_per_tensor_default_44" -> "490 dequantize_per_tensor_default_59" [label="(1, 576, 7, 7)", style=solid]; "490 dequantize_per_tensor_default_59" -> "497 conv2d_50" [label="(1, 576, 7, 7)", style=solid]; -"491 features_11_block_3_0_weight_bias" -> "497 conv2d_50" [label="(96,)", style=solid]; +"491 features_11_block_3_0_weight_bias_0_0" -> "497 conv2d_50" [label="(96,)", style=solid]; "492 scale_updated_constant32" -> "494 mul_tensor_32" [label="(96, 1, 1, 1)", style=solid]; "493 compressed_weight_updated_constant32" -> "494 mul_tensor_32" [label="(96, 576, 1, 1)", style=solid]; "494 mul_tensor_32" -> "496 sub_tensor_32" [label="(96, 576, 1, 1)", style=solid]; @@ -1075,7 +1075,7 @@ strict digraph { "500 add__5" -> "501 quantize_per_tensor_default_46" [label="(1, 96, 7, 7)", style=solid]; "501 quantize_per_tensor_default_46" -> "502 dequantize_per_tensor_default_61" [label="(1, 96, 7, 7)", style=solid]; "502 dequantize_per_tensor_default_61" -> "509 conv2d_51" [label="(1, 96, 7, 7)", style=solid]; -"503 features_12_0_weight_bias" -> "509 conv2d_51" [label="(576,)", style=solid]; +"503 features_12_0_weight_bias_0_0" -> "509 conv2d_51" [label="(576,)", style=solid]; "504 scale_updated_constant33" -> "506 mul_tensor_33" [label="(576, 1, 1, 1)", style=solid]; "505 compressed_weight_updated_constant33" -> "506 mul_tensor_33" [label="(576, 96, 1, 1)", style=solid]; "506 mul_tensor_33" -> "508 sub_tensor_33" [label="(576, 96, 1, 1)", style=solid]; @@ -1089,7 +1089,7 @@ strict digraph { "514 quantize_per_tensor_default_48" -> "515 dequantize_per_tensor_default_63" [label="(1, 576, 1, 1)", style=solid]; "515 dequantize_per_tensor_default_63" -> "516 flatten" [label="(1, 576, 1, 1)", style=solid]; "516 flatten" -> "523 linear" [label="(1, 576)", style=solid]; -"517 _param_constant139" -> "523 linear" [label="(1024,)", style=solid]; +"517 _param_constant139_0_0" -> "523 linear" [label="(1024,)", style=solid]; "518 scale_updated_constant34" -> "520 mul_tensor_34" [label="(1024, 1)", style=solid]; "519 compressed_weight_updated_constant34" -> "520 mul_tensor_34" [label="(1024, 576)", style=solid]; "520 mul_tensor_34" -> "522 sub_tensor_34" [label="(1024, 576)", style=solid]; @@ -1100,7 +1100,7 @@ strict digraph { "525 quantize_per_tensor_default_49" -> "526 dequantize_per_tensor_default_64" [label="(1, 1024)", style=solid]; "526 dequantize_per_tensor_default_64" -> "527 dropout_" [label="(1, 1024)", style=solid]; "527 dropout_" -> "534 linear_1" [label="(1, 1024)", style=solid]; -"528 _param_constant141" -> "534 linear_1" [label="(1000,)", style=solid]; +"528 _param_constant141_0_0" -> "534 linear_1" [label="(1000,)", style=solid]; "529 scale_updated_constant35" -> "531 mul_tensor_35" [label="(1000, 1)", style=solid]; "530 compressed_weight_updated_constant35" -> "531 mul_tensor_35" [label="(1000, 1024)", style=solid]; "531 mul_tensor_35" -> "533 sub_tensor_35" [label="(1000, 1024)", style=solid]; diff --git a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/resnet18.dot b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/resnet18.dot index 237edbe926a..ea00d5f290e 100644 --- a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/resnet18.dot +++ b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/resnet18.dot @@ -2,7 +2,7 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default" [id=2, type=dequantize_per_tensor]; -"3 conv1_weight_bias" [id=3, type=get_attr]; +"3 conv1_weight_bias_0_0" [id=3, type=get_attr]; "4 scale_updated_constant0" [id=4, type=get_attr]; "5 compressed_weight_updated_constant0" [id=5, type=get_attr]; "6 mul_tensor" [id=6, type=mul]; @@ -13,7 +13,7 @@ strict digraph { "11 quantize_per_tensor_default_1" [id=11, type=quantize_per_tensor]; "12 dequantize_per_tensor_default_1" [id=12, type=dequantize_per_tensor]; "13 max_pool2d" [id=13, type=max_pool2d]; -"14 layer1_0_conv1_weight_bias" [id=14, type=get_attr]; +"14 layer1_0_conv1_weight_bias_0_0" [id=14, type=get_attr]; "15 scale_updated_constant1" [id=15, type=get_attr]; "16 compressed_weight_updated_constant1" [id=16, type=get_attr]; "17 mul_tensor_1" [id=17, type=mul]; @@ -23,7 +23,7 @@ strict digraph { "21 relu__1" [id=21, type=relu_]; "22 quantize_per_tensor_default_2" [id=22, type=quantize_per_tensor]; "23 dequantize_per_tensor_default_2" [id=23, type=dequantize_per_tensor]; -"24 layer1_0_conv2_weight_bias" [id=24, type=get_attr]; +"24 layer1_0_conv2_weight_bias_0_0" [id=24, type=get_attr]; "25 scale_updated_constant2" [id=25, type=get_attr]; "26 compressed_weight_updated_constant2" [id=26, type=get_attr]; "27 mul_tensor_2" [id=27, type=mul]; @@ -37,7 +37,7 @@ strict digraph { "35 quantize_per_tensor_default_4" [id=35, type=quantize_per_tensor]; "36 dequantize_per_tensor_default_5" [id=36, type=dequantize_per_tensor]; "37 dequantize_per_tensor_default_4" [id=37, type=dequantize_per_tensor]; -"38 layer1_1_conv1_weight_bias" [id=38, type=get_attr]; +"38 layer1_1_conv1_weight_bias_0_0" [id=38, type=get_attr]; "39 scale_updated_constant3" [id=39, type=get_attr]; "40 compressed_weight_updated_constant3" [id=40, type=get_attr]; "41 mul_tensor_3" [id=41, type=mul]; @@ -47,7 +47,7 @@ strict digraph { "45 relu__3" [id=45, type=relu_]; "46 quantize_per_tensor_default_5" [id=46, type=quantize_per_tensor]; "47 dequantize_per_tensor_default_6" [id=47, type=dequantize_per_tensor]; -"48 layer1_1_conv2_weight_bias" [id=48, type=get_attr]; +"48 layer1_1_conv2_weight_bias_0_0" [id=48, type=get_attr]; "49 scale_updated_constant4" [id=49, type=get_attr]; "50 compressed_weight_updated_constant4" [id=50, type=get_attr]; "51 mul_tensor_4" [id=51, type=mul]; @@ -61,7 +61,7 @@ strict digraph { "59 quantize_per_tensor_default_7" [id=59, type=quantize_per_tensor]; "60 dequantize_per_tensor_default_9" [id=60, type=dequantize_per_tensor]; "61 dequantize_per_tensor_default_8" [id=61, type=dequantize_per_tensor]; -"62 layer2_0_conv1_weight_bias" [id=62, type=get_attr]; +"62 layer2_0_conv1_weight_bias_0_0" [id=62, type=get_attr]; "63 scale_updated_constant5" [id=63, type=get_attr]; "64 compressed_weight_updated_constant5" [id=64, type=get_attr]; "65 mul_tensor_5" [id=65, type=mul]; @@ -71,7 +71,7 @@ strict digraph { "69 relu__5" [id=69, type=relu_]; "70 quantize_per_tensor_default_8" [id=70, type=quantize_per_tensor]; "71 dequantize_per_tensor_default_10" [id=71, type=dequantize_per_tensor]; -"72 layer2_0_conv2_weight_bias" [id=72, type=get_attr]; +"72 layer2_0_conv2_weight_bias_0_0" [id=72, type=get_attr]; "73 scale_updated_constant6" [id=73, type=get_attr]; "74 compressed_weight_updated_constant6" [id=74, type=get_attr]; "75 mul_tensor_6" [id=75, type=mul]; @@ -80,7 +80,7 @@ strict digraph { "78 conv2d_6" [id=78, type=conv2d]; "79 quantize_per_tensor_default_9" [id=79, type=quantize_per_tensor]; "80 dequantize_per_tensor_default_11" [id=80, type=dequantize_per_tensor]; -"81 layer2_0_downsample_0_weight_bias" [id=81, type=get_attr]; +"81 layer2_0_downsample_0_weight_bias_0_0" [id=81, type=get_attr]; "82 scale_updated_constant7" [id=82, type=get_attr]; "83 compressed_weight_updated_constant7" [id=83, type=get_attr]; "84 mul_tensor_7" [id=84, type=mul]; @@ -94,7 +94,7 @@ strict digraph { "92 quantize_per_tensor_default_11" [id=92, type=quantize_per_tensor]; "93 dequantize_per_tensor_default_14" [id=93, type=dequantize_per_tensor]; "94 dequantize_per_tensor_default_13" [id=94, type=dequantize_per_tensor]; -"95 layer2_1_conv1_weight_bias" [id=95, type=get_attr]; +"95 layer2_1_conv1_weight_bias_0_0" [id=95, type=get_attr]; "96 scale_updated_constant8" [id=96, type=get_attr]; "97 compressed_weight_updated_constant8" [id=97, type=get_attr]; "98 mul_tensor_8" [id=98, type=mul]; @@ -104,7 +104,7 @@ strict digraph { "102 relu__7" [id=102, type=relu_]; "103 quantize_per_tensor_default_12" [id=103, type=quantize_per_tensor]; "104 dequantize_per_tensor_default_15" [id=104, type=dequantize_per_tensor]; -"105 layer2_1_conv2_weight_bias" [id=105, type=get_attr]; +"105 layer2_1_conv2_weight_bias_0_0" [id=105, type=get_attr]; "106 scale_updated_constant9" [id=106, type=get_attr]; "107 compressed_weight_updated_constant9" [id=107, type=get_attr]; "108 mul_tensor_9" [id=108, type=mul]; @@ -118,7 +118,7 @@ strict digraph { "116 quantize_per_tensor_default_14" [id=116, type=quantize_per_tensor]; "117 dequantize_per_tensor_default_18" [id=117, type=dequantize_per_tensor]; "118 dequantize_per_tensor_default_17" [id=118, type=dequantize_per_tensor]; -"119 layer3_0_conv1_weight_bias" [id=119, type=get_attr]; +"119 layer3_0_conv1_weight_bias_0_0" [id=119, type=get_attr]; "120 scale_updated_constant10" [id=120, type=get_attr]; "121 compressed_weight_updated_constant10" [id=121, type=get_attr]; "122 mul_tensor_10" [id=122, type=mul]; @@ -128,7 +128,7 @@ strict digraph { "126 relu__9" [id=126, type=relu_]; "127 quantize_per_tensor_default_15" [id=127, type=quantize_per_tensor]; "128 dequantize_per_tensor_default_19" [id=128, type=dequantize_per_tensor]; -"129 layer3_0_conv2_weight_bias" [id=129, type=get_attr]; +"129 layer3_0_conv2_weight_bias_0_0" [id=129, type=get_attr]; "130 scale_updated_constant11" [id=130, type=get_attr]; "131 compressed_weight_updated_constant11" [id=131, type=get_attr]; "132 mul_tensor_11" [id=132, type=mul]; @@ -137,7 +137,7 @@ strict digraph { "135 conv2d_11" [id=135, type=conv2d]; "136 quantize_per_tensor_default_16" [id=136, type=quantize_per_tensor]; "137 dequantize_per_tensor_default_20" [id=137, type=dequantize_per_tensor]; -"138 layer3_0_downsample_0_weight_bias" [id=138, type=get_attr]; +"138 layer3_0_downsample_0_weight_bias_0_0" [id=138, type=get_attr]; "139 scale_updated_constant12" [id=139, type=get_attr]; "140 compressed_weight_updated_constant12" [id=140, type=get_attr]; "141 mul_tensor_12" [id=141, type=mul]; @@ -151,7 +151,7 @@ strict digraph { "149 quantize_per_tensor_default_18" [id=149, type=quantize_per_tensor]; "150 dequantize_per_tensor_default_23" [id=150, type=dequantize_per_tensor]; "151 dequantize_per_tensor_default_22" [id=151, type=dequantize_per_tensor]; -"152 layer3_1_conv1_weight_bias" [id=152, type=get_attr]; +"152 layer3_1_conv1_weight_bias_0_0" [id=152, type=get_attr]; "153 scale_updated_constant13" [id=153, type=get_attr]; "154 compressed_weight_updated_constant13" [id=154, type=get_attr]; "155 mul_tensor_13" [id=155, type=mul]; @@ -161,7 +161,7 @@ strict digraph { "159 relu__11" [id=159, type=relu_]; "160 quantize_per_tensor_default_19" [id=160, type=quantize_per_tensor]; "161 dequantize_per_tensor_default_24" [id=161, type=dequantize_per_tensor]; -"162 layer3_1_conv2_weight_bias" [id=162, type=get_attr]; +"162 layer3_1_conv2_weight_bias_0_0" [id=162, type=get_attr]; "163 scale_updated_constant14" [id=163, type=get_attr]; "164 compressed_weight_updated_constant14" [id=164, type=get_attr]; "165 mul_tensor_14" [id=165, type=mul]; @@ -175,7 +175,7 @@ strict digraph { "173 quantize_per_tensor_default_21" [id=173, type=quantize_per_tensor]; "174 dequantize_per_tensor_default_27" [id=174, type=dequantize_per_tensor]; "175 dequantize_per_tensor_default_26" [id=175, type=dequantize_per_tensor]; -"176 layer4_0_conv1_weight_bias" [id=176, type=get_attr]; +"176 layer4_0_conv1_weight_bias_0_0" [id=176, type=get_attr]; "177 scale_updated_constant15" [id=177, type=get_attr]; "178 compressed_weight_updated_constant15" [id=178, type=get_attr]; "179 mul_tensor_15" [id=179, type=mul]; @@ -185,7 +185,7 @@ strict digraph { "183 relu__13" [id=183, type=relu_]; "184 quantize_per_tensor_default_22" [id=184, type=quantize_per_tensor]; "185 dequantize_per_tensor_default_28" [id=185, type=dequantize_per_tensor]; -"186 layer4_0_conv2_weight_bias" [id=186, type=get_attr]; +"186 layer4_0_conv2_weight_bias_0_0" [id=186, type=get_attr]; "187 scale_updated_constant16" [id=187, type=get_attr]; "188 compressed_weight_updated_constant16" [id=188, type=get_attr]; "189 mul_tensor_16" [id=189, type=mul]; @@ -194,7 +194,7 @@ strict digraph { "192 conv2d_16" [id=192, type=conv2d]; "193 quantize_per_tensor_default_23" [id=193, type=quantize_per_tensor]; "194 dequantize_per_tensor_default_29" [id=194, type=dequantize_per_tensor]; -"195 layer4_0_downsample_0_weight_bias" [id=195, type=get_attr]; +"195 layer4_0_downsample_0_weight_bias_0_0" [id=195, type=get_attr]; "196 scale_updated_constant17" [id=196, type=get_attr]; "197 compressed_weight_updated_constant17" [id=197, type=get_attr]; "198 mul_tensor_17" [id=198, type=mul]; @@ -208,7 +208,7 @@ strict digraph { "206 quantize_per_tensor_default_25" [id=206, type=quantize_per_tensor]; "207 dequantize_per_tensor_default_32" [id=207, type=dequantize_per_tensor]; "208 dequantize_per_tensor_default_31" [id=208, type=dequantize_per_tensor]; -"209 layer4_1_conv1_weight_bias" [id=209, type=get_attr]; +"209 layer4_1_conv1_weight_bias_0_0" [id=209, type=get_attr]; "210 scale_updated_constant18" [id=210, type=get_attr]; "211 compressed_weight_updated_constant18" [id=211, type=get_attr]; "212 mul_tensor_18" [id=212, type=mul]; @@ -218,7 +218,7 @@ strict digraph { "216 relu__15" [id=216, type=relu_]; "217 quantize_per_tensor_default_26" [id=217, type=quantize_per_tensor]; "218 dequantize_per_tensor_default_33" [id=218, type=dequantize_per_tensor]; -"219 layer4_1_conv2_weight_bias" [id=219, type=get_attr]; +"219 layer4_1_conv2_weight_bias_0_0" [id=219, type=get_attr]; "220 scale_updated_constant19" [id=220, type=get_attr]; "221 compressed_weight_updated_constant19" [id=221, type=get_attr]; "222 mul_tensor_19" [id=222, type=mul]; @@ -235,7 +235,7 @@ strict digraph { "233 quantize_per_tensor_default_29" [id=233, type=quantize_per_tensor]; "234 dequantize_per_tensor_default_36" [id=234, type=dequantize_per_tensor]; "235 flatten" [id=235, type=flatten]; -"236 _param_constant61" [id=236, type=get_attr]; +"236 _param_constant61_0_0" [id=236, type=get_attr]; "237 scale_updated_constant20" [id=237, type=get_attr]; "238 compressed_weight_updated_constant20" [id=238, type=get_attr]; "239 mul_tensor_20" [id=239, type=mul]; @@ -246,7 +246,7 @@ strict digraph { "0 arg0_1" -> "1 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 conv1_weight_bias" -> "9 conv2d" [label="(64,)", style=solid]; +"3 conv1_weight_bias_0_0" -> "9 conv2d" [label="(64,)", style=solid]; "4 scale_updated_constant0" -> "6 mul_tensor" [label="(64, 1, 1, 1)", style=solid]; "5 compressed_weight_updated_constant0" -> "6 mul_tensor" [label="(64, 3, 7, 7)", style=solid]; "6 mul_tensor" -> "8 sub_tensor" [label="(64, 3, 7, 7)", style=solid]; @@ -258,7 +258,7 @@ strict digraph { "12 dequantize_per_tensor_default_1" -> "13 max_pool2d" [label="(1, 64, 112, 112)", style=solid]; "13 max_pool2d" -> "20 conv2d_1" [label="(1, 64, 56, 56)", style=solid]; "13 max_pool2d" -> "33 add_" [label="(1, 64, 56, 56)", style=solid]; -"14 layer1_0_conv1_weight_bias" -> "20 conv2d_1" [label="(64,)", style=solid]; +"14 layer1_0_conv1_weight_bias_0_0" -> "20 conv2d_1" [label="(64,)", style=solid]; "15 scale_updated_constant1" -> "17 mul_tensor_1" [label="(64, 1, 1, 1)", style=solid]; "16 compressed_weight_updated_constant1" -> "17 mul_tensor_1" [label="(64, 64, 3, 3)", style=solid]; "17 mul_tensor_1" -> "19 sub_tensor_1" [label="(64, 64, 3, 3)", style=solid]; @@ -268,7 +268,7 @@ strict digraph { "21 relu__1" -> "22 quantize_per_tensor_default_2" [label="(1, 64, 56, 56)", style=solid]; "22 quantize_per_tensor_default_2" -> "23 dequantize_per_tensor_default_2" [label="(1, 64, 56, 56)", style=solid]; "23 dequantize_per_tensor_default_2" -> "30 conv2d_2" [label="(1, 64, 56, 56)", style=solid]; -"24 layer1_0_conv2_weight_bias" -> "30 conv2d_2" [label="(64,)", style=solid]; +"24 layer1_0_conv2_weight_bias_0_0" -> "30 conv2d_2" [label="(64,)", style=solid]; "25 scale_updated_constant2" -> "27 mul_tensor_2" [label="(64, 1, 1, 1)", style=solid]; "26 compressed_weight_updated_constant2" -> "27 mul_tensor_2" [label="(64, 64, 3, 3)", style=solid]; "27 mul_tensor_2" -> "29 sub_tensor_2" [label="(64, 64, 3, 3)", style=solid]; @@ -283,7 +283,7 @@ strict digraph { "35 quantize_per_tensor_default_4" -> "37 dequantize_per_tensor_default_4" [label="(1, 64, 56, 56)", style=solid]; "36 dequantize_per_tensor_default_5" -> "57 add__1" [label="(1, 64, 56, 56)", style=solid]; "37 dequantize_per_tensor_default_4" -> "44 conv2d_3" [label="(1, 64, 56, 56)", style=solid]; -"38 layer1_1_conv1_weight_bias" -> "44 conv2d_3" [label="(64,)", style=solid]; +"38 layer1_1_conv1_weight_bias_0_0" -> "44 conv2d_3" [label="(64,)", style=solid]; "39 scale_updated_constant3" -> "41 mul_tensor_3" [label="(64, 1, 1, 1)", style=solid]; "40 compressed_weight_updated_constant3" -> "41 mul_tensor_3" [label="(64, 64, 3, 3)", style=solid]; "41 mul_tensor_3" -> "43 sub_tensor_3" [label="(64, 64, 3, 3)", style=solid]; @@ -293,7 +293,7 @@ strict digraph { "45 relu__3" -> "46 quantize_per_tensor_default_5" [label="(1, 64, 56, 56)", style=solid]; "46 quantize_per_tensor_default_5" -> "47 dequantize_per_tensor_default_6" [label="(1, 64, 56, 56)", style=solid]; "47 dequantize_per_tensor_default_6" -> "54 conv2d_4" [label="(1, 64, 56, 56)", style=solid]; -"48 layer1_1_conv2_weight_bias" -> "54 conv2d_4" [label="(64,)", style=solid]; +"48 layer1_1_conv2_weight_bias_0_0" -> "54 conv2d_4" [label="(64,)", style=solid]; "49 scale_updated_constant4" -> "51 mul_tensor_4" [label="(64, 1, 1, 1)", style=solid]; "50 compressed_weight_updated_constant4" -> "51 mul_tensor_4" [label="(64, 64, 3, 3)", style=solid]; "51 mul_tensor_4" -> "53 sub_tensor_4" [label="(64, 64, 3, 3)", style=solid]; @@ -308,7 +308,7 @@ strict digraph { "59 quantize_per_tensor_default_7" -> "61 dequantize_per_tensor_default_8" [label="(1, 64, 56, 56)", style=solid]; "60 dequantize_per_tensor_default_9" -> "87 conv2d_7" [label="(1, 64, 56, 56)", style=solid]; "61 dequantize_per_tensor_default_8" -> "68 conv2d_5" [label="(1, 64, 56, 56)", style=solid]; -"62 layer2_0_conv1_weight_bias" -> "68 conv2d_5" [label="(128,)", style=solid]; +"62 layer2_0_conv1_weight_bias_0_0" -> "68 conv2d_5" [label="(128,)", style=solid]; "63 scale_updated_constant5" -> "65 mul_tensor_5" [label="(128, 1, 1, 1)", style=solid]; "64 compressed_weight_updated_constant5" -> "65 mul_tensor_5" [label="(128, 64, 3, 3)", style=solid]; "65 mul_tensor_5" -> "67 sub_tensor_5" [label="(128, 64, 3, 3)", style=solid]; @@ -318,7 +318,7 @@ strict digraph { "69 relu__5" -> "70 quantize_per_tensor_default_8" [label="(1, 128, 28, 28)", style=solid]; "70 quantize_per_tensor_default_8" -> "71 dequantize_per_tensor_default_10" [label="(1, 128, 28, 28)", style=solid]; "71 dequantize_per_tensor_default_10" -> "78 conv2d_6" [label="(1, 128, 28, 28)", style=solid]; -"72 layer2_0_conv2_weight_bias" -> "78 conv2d_6" [label="(128,)", style=solid]; +"72 layer2_0_conv2_weight_bias_0_0" -> "78 conv2d_6" [label="(128,)", style=solid]; "73 scale_updated_constant6" -> "75 mul_tensor_6" [label="(128, 1, 1, 1)", style=solid]; "74 compressed_weight_updated_constant6" -> "75 mul_tensor_6" [label="(128, 128, 3, 3)", style=solid]; "75 mul_tensor_6" -> "77 sub_tensor_6" [label="(128, 128, 3, 3)", style=solid]; @@ -327,7 +327,7 @@ strict digraph { "78 conv2d_6" -> "79 quantize_per_tensor_default_9" [label="(1, 128, 28, 28)", style=solid]; "79 quantize_per_tensor_default_9" -> "80 dequantize_per_tensor_default_11" [label="(1, 128, 28, 28)", style=solid]; "80 dequantize_per_tensor_default_11" -> "90 add__2" [label="(1, 128, 28, 28)", style=solid]; -"81 layer2_0_downsample_0_weight_bias" -> "87 conv2d_7" [label="(128,)", style=solid]; +"81 layer2_0_downsample_0_weight_bias_0_0" -> "87 conv2d_7" [label="(128,)", style=solid]; "82 scale_updated_constant7" -> "84 mul_tensor_7" [label="(128, 1, 1, 1)", style=solid]; "83 compressed_weight_updated_constant7" -> "84 mul_tensor_7" [label="(128, 64, 1, 1)", style=solid]; "84 mul_tensor_7" -> "86 sub_tensor_7" [label="(128, 64, 1, 1)", style=solid]; @@ -342,7 +342,7 @@ strict digraph { "92 quantize_per_tensor_default_11" -> "94 dequantize_per_tensor_default_13" [label="(1, 128, 28, 28)", style=solid]; "93 dequantize_per_tensor_default_14" -> "114 add__3" [label="(1, 128, 28, 28)", style=solid]; "94 dequantize_per_tensor_default_13" -> "101 conv2d_8" [label="(1, 128, 28, 28)", style=solid]; -"95 layer2_1_conv1_weight_bias" -> "101 conv2d_8" [label="(128,)", style=solid]; +"95 layer2_1_conv1_weight_bias_0_0" -> "101 conv2d_8" [label="(128,)", style=solid]; "96 scale_updated_constant8" -> "98 mul_tensor_8" [label="(128, 1, 1, 1)", style=solid]; "97 compressed_weight_updated_constant8" -> "98 mul_tensor_8" [label="(128, 128, 3, 3)", style=solid]; "98 mul_tensor_8" -> "100 sub_tensor_8" [label="(128, 128, 3, 3)", style=solid]; @@ -352,7 +352,7 @@ strict digraph { "102 relu__7" -> "103 quantize_per_tensor_default_12" [label="(1, 128, 28, 28)", style=solid]; "103 quantize_per_tensor_default_12" -> "104 dequantize_per_tensor_default_15" [label="(1, 128, 28, 28)", style=solid]; "104 dequantize_per_tensor_default_15" -> "111 conv2d_9" [label="(1, 128, 28, 28)", style=solid]; -"105 layer2_1_conv2_weight_bias" -> "111 conv2d_9" [label="(128,)", style=solid]; +"105 layer2_1_conv2_weight_bias_0_0" -> "111 conv2d_9" [label="(128,)", style=solid]; "106 scale_updated_constant9" -> "108 mul_tensor_9" [label="(128, 1, 1, 1)", style=solid]; "107 compressed_weight_updated_constant9" -> "108 mul_tensor_9" [label="(128, 128, 3, 3)", style=solid]; "108 mul_tensor_9" -> "110 sub_tensor_9" [label="(128, 128, 3, 3)", style=solid]; @@ -367,7 +367,7 @@ strict digraph { "116 quantize_per_tensor_default_14" -> "118 dequantize_per_tensor_default_17" [label="(1, 128, 28, 28)", style=solid]; "117 dequantize_per_tensor_default_18" -> "144 conv2d_12" [label="(1, 128, 28, 28)", style=solid]; "118 dequantize_per_tensor_default_17" -> "125 conv2d_10" [label="(1, 128, 28, 28)", style=solid]; -"119 layer3_0_conv1_weight_bias" -> "125 conv2d_10" [label="(256,)", style=solid]; +"119 layer3_0_conv1_weight_bias_0_0" -> "125 conv2d_10" [label="(256,)", style=solid]; "120 scale_updated_constant10" -> "122 mul_tensor_10" [label="(256, 1, 1, 1)", style=solid]; "121 compressed_weight_updated_constant10" -> "122 mul_tensor_10" [label="(256, 128, 3, 3)", style=solid]; "122 mul_tensor_10" -> "124 sub_tensor_10" [label="(256, 128, 3, 3)", style=solid]; @@ -377,7 +377,7 @@ strict digraph { "126 relu__9" -> "127 quantize_per_tensor_default_15" [label="(1, 256, 14, 14)", style=solid]; "127 quantize_per_tensor_default_15" -> "128 dequantize_per_tensor_default_19" [label="(1, 256, 14, 14)", style=solid]; "128 dequantize_per_tensor_default_19" -> "135 conv2d_11" [label="(1, 256, 14, 14)", style=solid]; -"129 layer3_0_conv2_weight_bias" -> "135 conv2d_11" [label="(256,)", style=solid]; +"129 layer3_0_conv2_weight_bias_0_0" -> "135 conv2d_11" [label="(256,)", style=solid]; "130 scale_updated_constant11" -> "132 mul_tensor_11" [label="(256, 1, 1, 1)", style=solid]; "131 compressed_weight_updated_constant11" -> "132 mul_tensor_11" [label="(256, 256, 3, 3)", style=solid]; "132 mul_tensor_11" -> "134 sub_tensor_11" [label="(256, 256, 3, 3)", style=solid]; @@ -386,7 +386,7 @@ strict digraph { "135 conv2d_11" -> "136 quantize_per_tensor_default_16" [label="(1, 256, 14, 14)", style=solid]; "136 quantize_per_tensor_default_16" -> "137 dequantize_per_tensor_default_20" [label="(1, 256, 14, 14)", style=solid]; "137 dequantize_per_tensor_default_20" -> "147 add__4" [label="(1, 256, 14, 14)", style=solid]; -"138 layer3_0_downsample_0_weight_bias" -> "144 conv2d_12" [label="(256,)", style=solid]; +"138 layer3_0_downsample_0_weight_bias_0_0" -> "144 conv2d_12" [label="(256,)", style=solid]; "139 scale_updated_constant12" -> "141 mul_tensor_12" [label="(256, 1, 1, 1)", style=solid]; "140 compressed_weight_updated_constant12" -> "141 mul_tensor_12" [label="(256, 128, 1, 1)", style=solid]; "141 mul_tensor_12" -> "143 sub_tensor_12" [label="(256, 128, 1, 1)", style=solid]; @@ -401,7 +401,7 @@ strict digraph { "149 quantize_per_tensor_default_18" -> "151 dequantize_per_tensor_default_22" [label="(1, 256, 14, 14)", style=solid]; "150 dequantize_per_tensor_default_23" -> "171 add__5" [label="(1, 256, 14, 14)", style=solid]; "151 dequantize_per_tensor_default_22" -> "158 conv2d_13" [label="(1, 256, 14, 14)", style=solid]; -"152 layer3_1_conv1_weight_bias" -> "158 conv2d_13" [label="(256,)", style=solid]; +"152 layer3_1_conv1_weight_bias_0_0" -> "158 conv2d_13" [label="(256,)", style=solid]; "153 scale_updated_constant13" -> "155 mul_tensor_13" [label="(256, 1, 1, 1)", style=solid]; "154 compressed_weight_updated_constant13" -> "155 mul_tensor_13" [label="(256, 256, 3, 3)", style=solid]; "155 mul_tensor_13" -> "157 sub_tensor_13" [label="(256, 256, 3, 3)", style=solid]; @@ -411,7 +411,7 @@ strict digraph { "159 relu__11" -> "160 quantize_per_tensor_default_19" [label="(1, 256, 14, 14)", style=solid]; "160 quantize_per_tensor_default_19" -> "161 dequantize_per_tensor_default_24" [label="(1, 256, 14, 14)", style=solid]; "161 dequantize_per_tensor_default_24" -> "168 conv2d_14" [label="(1, 256, 14, 14)", style=solid]; -"162 layer3_1_conv2_weight_bias" -> "168 conv2d_14" [label="(256,)", style=solid]; +"162 layer3_1_conv2_weight_bias_0_0" -> "168 conv2d_14" [label="(256,)", style=solid]; "163 scale_updated_constant14" -> "165 mul_tensor_14" [label="(256, 1, 1, 1)", style=solid]; "164 compressed_weight_updated_constant14" -> "165 mul_tensor_14" [label="(256, 256, 3, 3)", style=solid]; "165 mul_tensor_14" -> "167 sub_tensor_14" [label="(256, 256, 3, 3)", style=solid]; @@ -426,7 +426,7 @@ strict digraph { "173 quantize_per_tensor_default_21" -> "175 dequantize_per_tensor_default_26" [label="(1, 256, 14, 14)", style=solid]; "174 dequantize_per_tensor_default_27" -> "201 conv2d_17" [label="(1, 256, 14, 14)", style=solid]; "175 dequantize_per_tensor_default_26" -> "182 conv2d_15" [label="(1, 256, 14, 14)", style=solid]; -"176 layer4_0_conv1_weight_bias" -> "182 conv2d_15" [label="(512,)", style=solid]; +"176 layer4_0_conv1_weight_bias_0_0" -> "182 conv2d_15" [label="(512,)", style=solid]; "177 scale_updated_constant15" -> "179 mul_tensor_15" [label="(512, 1, 1, 1)", style=solid]; "178 compressed_weight_updated_constant15" -> "179 mul_tensor_15" [label="(512, 256, 3, 3)", style=solid]; "179 mul_tensor_15" -> "181 sub_tensor_15" [label="(512, 256, 3, 3)", style=solid]; @@ -436,7 +436,7 @@ strict digraph { "183 relu__13" -> "184 quantize_per_tensor_default_22" [label="(1, 512, 7, 7)", style=solid]; "184 quantize_per_tensor_default_22" -> "185 dequantize_per_tensor_default_28" [label="(1, 512, 7, 7)", style=solid]; "185 dequantize_per_tensor_default_28" -> "192 conv2d_16" [label="(1, 512, 7, 7)", style=solid]; -"186 layer4_0_conv2_weight_bias" -> "192 conv2d_16" [label="(512,)", style=solid]; +"186 layer4_0_conv2_weight_bias_0_0" -> "192 conv2d_16" [label="(512,)", style=solid]; "187 scale_updated_constant16" -> "189 mul_tensor_16" [label="(512, 1, 1, 1)", style=solid]; "188 compressed_weight_updated_constant16" -> "189 mul_tensor_16" [label="(512, 512, 3, 3)", style=solid]; "189 mul_tensor_16" -> "191 sub_tensor_16" [label="(512, 512, 3, 3)", style=solid]; @@ -445,7 +445,7 @@ strict digraph { "192 conv2d_16" -> "193 quantize_per_tensor_default_23" [label="(1, 512, 7, 7)", style=solid]; "193 quantize_per_tensor_default_23" -> "194 dequantize_per_tensor_default_29" [label="(1, 512, 7, 7)", style=solid]; "194 dequantize_per_tensor_default_29" -> "204 add__6" [label="(1, 512, 7, 7)", style=solid]; -"195 layer4_0_downsample_0_weight_bias" -> "201 conv2d_17" [label="(512,)", style=solid]; +"195 layer4_0_downsample_0_weight_bias_0_0" -> "201 conv2d_17" [label="(512,)", style=solid]; "196 scale_updated_constant17" -> "198 mul_tensor_17" [label="(512, 1, 1, 1)", style=solid]; "197 compressed_weight_updated_constant17" -> "198 mul_tensor_17" [label="(512, 256, 1, 1)", style=solid]; "198 mul_tensor_17" -> "200 sub_tensor_17" [label="(512, 256, 1, 1)", style=solid]; @@ -460,7 +460,7 @@ strict digraph { "206 quantize_per_tensor_default_25" -> "208 dequantize_per_tensor_default_31" [label="(1, 512, 7, 7)", style=solid]; "207 dequantize_per_tensor_default_32" -> "228 add__7" [label="(1, 512, 7, 7)", style=solid]; "208 dequantize_per_tensor_default_31" -> "215 conv2d_18" [label="(1, 512, 7, 7)", style=solid]; -"209 layer4_1_conv1_weight_bias" -> "215 conv2d_18" [label="(512,)", style=solid]; +"209 layer4_1_conv1_weight_bias_0_0" -> "215 conv2d_18" [label="(512,)", style=solid]; "210 scale_updated_constant18" -> "212 mul_tensor_18" [label="(512, 1, 1, 1)", style=solid]; "211 compressed_weight_updated_constant18" -> "212 mul_tensor_18" [label="(512, 512, 3, 3)", style=solid]; "212 mul_tensor_18" -> "214 sub_tensor_18" [label="(512, 512, 3, 3)", style=solid]; @@ -470,7 +470,7 @@ strict digraph { "216 relu__15" -> "217 quantize_per_tensor_default_26" [label="(1, 512, 7, 7)", style=solid]; "217 quantize_per_tensor_default_26" -> "218 dequantize_per_tensor_default_33" [label="(1, 512, 7, 7)", style=solid]; "218 dequantize_per_tensor_default_33" -> "225 conv2d_19" [label="(1, 512, 7, 7)", style=solid]; -"219 layer4_1_conv2_weight_bias" -> "225 conv2d_19" [label="(512,)", style=solid]; +"219 layer4_1_conv2_weight_bias_0_0" -> "225 conv2d_19" [label="(512,)", style=solid]; "220 scale_updated_constant19" -> "222 mul_tensor_19" [label="(512, 1, 1, 1)", style=solid]; "221 compressed_weight_updated_constant19" -> "222 mul_tensor_19" [label="(512, 512, 3, 3)", style=solid]; "222 mul_tensor_19" -> "224 sub_tensor_19" [label="(512, 512, 3, 3)", style=solid]; @@ -487,7 +487,7 @@ strict digraph { "233 quantize_per_tensor_default_29" -> "234 dequantize_per_tensor_default_36" [label="(1, 512, 1, 1)", style=solid]; "234 dequantize_per_tensor_default_36" -> "235 flatten" [label="(1, 512, 1, 1)", style=solid]; "235 flatten" -> "242 linear" [label="(1, 512)", style=solid]; -"236 _param_constant61" -> "242 linear" [label="(1000,)", style=solid]; +"236 _param_constant61_0_0" -> "242 linear" [label="(1000,)", style=solid]; "237 scale_updated_constant20" -> "239 mul_tensor_20" [label="(1000, 1)", style=solid]; "238 compressed_weight_updated_constant20" -> "239 mul_tensor_20" [label="(1000, 512)", style=solid]; "239 mul_tensor_20" -> "241 sub_tensor_20" [label="(1000, 512)", style=solid]; diff --git a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/swin_v2_s.dot b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/swin_v2_s.dot index 21b0ea9af3b..02868388461 100644 --- a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/swin_v2_s.dot +++ b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/swin_v2_s.dot @@ -2,7 +2,7 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default" [id=2, type=dequantize_per_tensor]; -"3 _param_constant1" [id=3, type=get_attr]; +"3 _param_constant1_0_0" [id=3, type=get_attr]; "4 scale_updated_constant0" [id=4, type=get_attr]; "5 compressed_weight_updated_constant0" [id=5, type=get_attr]; "6 mul_tensor" [id=6, type=mul]; @@ -14,8 +14,8 @@ strict digraph { "12 _param_constant3" [id=12, type=get_attr]; "13 layer_norm" [id=13, type=layer_norm]; "14 _tensor_constant0" [id=14, type=get_attr]; -"15 _param_constant5" [id=15, type=get_attr]; -"16 _tensor_constant0_0_0_nncf_smooth_quant_0" [id=16, type=call_module]; +"15 _tensor_constant0_0_0_nncf_smooth_quant_0" [id=15, type=call_module]; +"16 _param_constant5_0_0" [id=16, type=get_attr]; "17 scale_updated_constant1" [id=17, type=get_attr]; "18 compressed_weight_updated_constant1" [id=18, type=get_attr]; "19 mul_tensor_1" [id=19, type=mul]; @@ -43,3147 +43,3123 @@ strict digraph { "41 view_2" [id=41, type=view]; "42 permute_2" [id=42, type=permute]; "43 reshape" [id=43, type=reshape]; -"44 _param_constant7" [id=44, type=get_attr]; -"45 clone" [id=45, type=clone]; -"46 reshape_0_0_nncf_smooth_quant_0" [id=46, type=call_module]; -"47 quantize_per_tensor_default_1" [id=47, type=quantize_per_tensor]; -"48 dequantize_per_tensor_default_1" [id=48, type=dequantize_per_tensor]; -"49 scale_updated_constant3" [id=49, type=get_attr]; -"50 compressed_weight_updated_constant3" [id=50, type=get_attr]; -"51 mul_tensor_3" [id=51, type=mul]; -"52 zero_point_updated_constant3" [id=52, type=get_attr]; -"53 sub_tensor_3" [id=53, type=sub]; -"54 linear_2" [id=54, type=linear]; -"55 reshape_1" [id=55, type=reshape]; -"56 permute_3" [id=56, type=permute]; -"57 select" [id=57, type=select]; -"58 select_1" [id=58, type=select]; -"59 select_2" [id=59, type=select]; -"60 linalg_vector_norm" [id=60, type=linalg_vector_norm]; -"61 clamp_min" [id=61, type=clamp_min]; -"62 expand_as" [id=62, type=expand_as]; -"63 div" [id=63, type=div]; -"64 quantize_per_tensor_default_2" [id=64, type=quantize_per_tensor]; -"65 dequantize_per_tensor_default_2" [id=65, type=dequantize_per_tensor]; -"66 linalg_vector_norm_1" [id=66, type=linalg_vector_norm]; -"67 clamp_min_1" [id=67, type=clamp_min]; -"68 expand_as_1" [id=68, type=expand_as]; -"69 div_1" [id=69, type=div]; -"70 quantize_per_tensor_default_3" [id=70, type=quantize_per_tensor]; -"71 dequantize_per_tensor_default_3" [id=71, type=dequantize_per_tensor]; -"72 transpose" [id=72, type=transpose]; -"73 matmul" [id=73, type=matmul]; -"74 _param_constant9" [id=74, type=get_attr]; -"75 clamp" [id=75, type=clamp]; -"76 exp" [id=76, type=exp]; -"77 mul_1" [id=77, type=mul]; -"78 add" [id=78, type=add]; -"79 softmax" [id=79, type=softmax]; -"80 dropout" [id=80, type=dropout]; -"81 matmul_1" [id=81, type=matmul]; -"82 transpose_1" [id=82, type=transpose]; -"83 reshape_2" [id=83, type=reshape]; -"84 _param_constant11" [id=84, type=get_attr]; -"85 reshape_2_0_0_nncf_smooth_quant_0" [id=85, type=call_module]; -"86 quantize_per_tensor_default_4" [id=86, type=quantize_per_tensor]; -"87 dequantize_per_tensor_default_4" [id=87, type=dequantize_per_tensor]; -"88 scale_updated_constant4" [id=88, type=get_attr]; -"89 compressed_weight_updated_constant4" [id=89, type=get_attr]; -"90 mul_tensor_4" [id=90, type=mul]; -"91 zero_point_updated_constant4" [id=91, type=get_attr]; -"92 sub_tensor_4" [id=92, type=sub]; -"93 linear_3" [id=93, type=linear]; -"94 dropout_1" [id=94, type=dropout]; -"95 view_3" [id=95, type=view]; -"96 permute_4" [id=96, type=permute]; -"97 reshape_3" [id=97, type=reshape]; -"98 slice_2" [id=98, type=slice]; -"99 slice_3" [id=99, type=slice]; -"100 _param_constant12" [id=100, type=get_attr]; -"101 _param_constant13" [id=101, type=get_attr]; -"102 layer_norm_1" [id=102, type=layer_norm]; -"103 add_1" [id=103, type=add]; -"104 _param_constant15" [id=104, type=get_attr]; -"105 add_1_0_0_nncf_smooth_quant_0" [id=105, type=call_module]; -"106 quantize_per_tensor_default_5" [id=106, type=quantize_per_tensor]; -"107 dequantize_per_tensor_default_5" [id=107, type=dequantize_per_tensor]; -"108 scale_updated_constant5" [id=108, type=get_attr]; -"109 compressed_weight_updated_constant5" [id=109, type=get_attr]; -"110 mul_tensor_5" [id=110, type=mul]; -"111 zero_point_updated_constant5" [id=111, type=get_attr]; -"112 sub_tensor_5" [id=112, type=sub]; -"113 linear_4" [id=113, type=linear]; -"114 gelu" [id=114, type=gelu]; -"115 dropout_2" [id=115, type=dropout]; -"116 _param_constant17" [id=116, type=get_attr]; -"117 dropout_2_0_0_nncf_smooth_quant_0" [id=117, type=call_module]; -"118 quantize_per_tensor_default_6" [id=118, type=quantize_per_tensor]; -"119 dequantize_per_tensor_default_6" [id=119, type=dequantize_per_tensor]; -"120 scale_updated_constant6" [id=120, type=get_attr]; -"121 compressed_weight_updated_constant6" [id=121, type=get_attr]; -"122 mul_tensor_6" [id=122, type=mul]; -"123 zero_point_updated_constant6" [id=123, type=get_attr]; -"124 sub_tensor_6" [id=124, type=sub]; -"125 linear_5" [id=125, type=linear]; -"126 dropout_3" [id=126, type=dropout]; -"127 _param_constant18" [id=127, type=get_attr]; -"128 _param_constant19" [id=128, type=get_attr]; -"129 layer_norm_2" [id=129, type=layer_norm]; -"130 add_2" [id=130, type=add]; -"131 _tensor_constant2" [id=131, type=get_attr]; -"132 _param_constant21" [id=132, type=get_attr]; -"133 _tensor_constant2_0_0_nncf_smooth_quant_0" [id=133, type=call_module]; -"134 scale_updated_constant7" [id=134, type=get_attr]; -"135 compressed_weight_updated_constant7" [id=135, type=get_attr]; -"136 mul_tensor_7" [id=136, type=mul]; -"137 zero_point_updated_constant7" [id=137, type=get_attr]; -"138 sub_tensor_7" [id=138, type=sub]; -"139 linear_6" [id=139, type=linear]; -"140 relu__1" [id=140, type=relu_]; -"141 relu__1_0_0_nncf_smooth_quant_0" [id=141, type=call_module]; -"142 scale_updated_constant8" [id=142, type=get_attr]; -"143 compressed_weight_updated_constant8" [id=143, type=get_attr]; -"144 mul_tensor_8" [id=144, type=mul]; -"145 zero_point_updated_constant8" [id=145, type=get_attr]; -"146 sub_tensor_8" [id=146, type=sub]; -"147 linear_7" [id=147, type=linear]; -"148 view_4" [id=148, type=view]; -"149 _tensor_constant3" [id=149, type=get_attr]; -"150 index_1" [id=150, type=index]; -"151 view_5" [id=151, type=view]; -"152 permute_5" [id=152, type=permute]; -"153 contiguous_1" [id=153, type=contiguous]; -"154 unsqueeze_1" [id=154, type=unsqueeze]; -"155 sigmoid_1" [id=155, type=sigmoid]; -"156 mul_2" [id=156, type=mul]; -"157 pad_1" [id=157, type=pad]; -"158 roll" [id=158, type=roll]; -"159 view_6" [id=159, type=view]; -"160 permute_6" [id=160, type=permute]; -"161 reshape_4" [id=161, type=reshape]; -"162 _param_constant23" [id=162, type=get_attr]; -"163 clone_1" [id=163, type=clone]; -"164 reshape_4_0_0_nncf_smooth_quant_0" [id=164, type=call_module]; -"165 quantize_per_tensor_default_7" [id=165, type=quantize_per_tensor]; -"166 dequantize_per_tensor_default_7" [id=166, type=dequantize_per_tensor]; -"167 scale_updated_constant9" [id=167, type=get_attr]; -"168 compressed_weight_updated_constant9" [id=168, type=get_attr]; -"169 mul_tensor_9" [id=169, type=mul]; -"170 zero_point_updated_constant9" [id=170, type=get_attr]; -"171 sub_tensor_9" [id=171, type=sub]; -"172 linear_8" [id=172, type=linear]; -"173 reshape_5" [id=173, type=reshape]; -"174 permute_7" [id=174, type=permute]; -"175 select_3" [id=175, type=select]; -"176 select_4" [id=176, type=select]; -"177 select_5" [id=177, type=select]; -"178 linalg_vector_norm_2" [id=178, type=linalg_vector_norm]; -"179 clamp_min_2" [id=179, type=clamp_min]; -"180 expand_as_2" [id=180, type=expand_as]; -"181 div_2" [id=181, type=div]; -"182 quantize_per_tensor_default_8" [id=182, type=quantize_per_tensor]; -"183 dequantize_per_tensor_default_8" [id=183, type=dequantize_per_tensor]; -"184 linalg_vector_norm_3" [id=184, type=linalg_vector_norm]; -"185 clamp_min_3" [id=185, type=clamp_min]; -"186 expand_as_3" [id=186, type=expand_as]; -"187 div_3" [id=187, type=div]; -"188 quantize_per_tensor_default_9" [id=188, type=quantize_per_tensor]; -"189 dequantize_per_tensor_default_9" [id=189, type=dequantize_per_tensor]; -"190 transpose_2" [id=190, type=transpose]; -"191 matmul_2" [id=191, type=matmul]; -"192 _param_constant25" [id=192, type=get_attr]; -"193 clamp_1" [id=193, type=clamp]; -"194 exp_1" [id=194, type=exp]; -"195 mul_3" [id=195, type=mul]; -"196 add_3" [id=196, type=add]; -"197 new_zeros" [id=197, type=new_zeros]; -"198 view_7" [id=198, type=view]; -"199 permute_8" [id=199, type=permute]; -"200 reshape_6" [id=200, type=reshape]; -"201 unsqueeze_2" [id=201, type=unsqueeze]; -"202 unsqueeze_3" [id=202, type=unsqueeze]; -"203 sub" [id=203, type=sub]; -"204 ne" [id=204, type=ne]; -"205 masked_fill" [id=205, type=masked_fill]; -"206 eq" [id=206, type=eq]; -"207 masked_fill_1" [id=207, type=masked_fill]; -"208 view_8" [id=208, type=view]; -"209 unsqueeze_4" [id=209, type=unsqueeze]; -"210 unsqueeze_5" [id=210, type=unsqueeze]; -"211 add_4" [id=211, type=add]; -"212 view_9" [id=212, type=view]; -"213 softmax_1" [id=213, type=softmax]; -"214 dropout_4" [id=214, type=dropout]; -"215 matmul_3" [id=215, type=matmul]; -"216 transpose_3" [id=216, type=transpose]; -"217 reshape_7" [id=217, type=reshape]; -"218 _param_constant27" [id=218, type=get_attr]; -"219 reshape_7_0_0_nncf_smooth_quant_0" [id=219, type=call_module]; -"220 quantize_per_tensor_default_10" [id=220, type=quantize_per_tensor]; -"221 dequantize_per_tensor_default_10" [id=221, type=dequantize_per_tensor]; -"222 scale_updated_constant10" [id=222, type=get_attr]; -"223 compressed_weight_updated_constant10" [id=223, type=get_attr]; -"224 mul_tensor_10" [id=224, type=mul]; -"225 zero_point_updated_constant10" [id=225, type=get_attr]; -"226 sub_tensor_10" [id=226, type=sub]; -"227 linear_9" [id=227, type=linear]; -"228 dropout_5" [id=228, type=dropout]; -"229 view_10" [id=229, type=view]; -"230 permute_9" [id=230, type=permute]; -"231 reshape_8" [id=231, type=reshape]; -"232 roll_1" [id=232, type=roll]; -"233 slice_23" [id=233, type=slice]; -"234 slice_24" [id=234, type=slice]; -"235 _param_constant28" [id=235, type=get_attr]; -"236 _param_constant29" [id=236, type=get_attr]; -"237 layer_norm_3" [id=237, type=layer_norm]; -"238 add_5" [id=238, type=add]; -"239 _param_constant31" [id=239, type=get_attr]; -"240 add_5_0_0_nncf_smooth_quant_0" [id=240, type=call_module]; -"241 quantize_per_tensor_default_11" [id=241, type=quantize_per_tensor]; -"242 dequantize_per_tensor_default_11" [id=242, type=dequantize_per_tensor]; -"243 scale_updated_constant11" [id=243, type=get_attr]; -"244 compressed_weight_updated_constant11" [id=244, type=get_attr]; -"245 mul_tensor_11" [id=245, type=mul]; -"246 zero_point_updated_constant11" [id=246, type=get_attr]; -"247 sub_tensor_11" [id=247, type=sub]; -"248 linear_10" [id=248, type=linear]; -"249 gelu_1" [id=249, type=gelu]; -"250 dropout_6" [id=250, type=dropout]; -"251 _param_constant33" [id=251, type=get_attr]; -"252 dropout_6_0_0_nncf_smooth_quant_0" [id=252, type=call_module]; -"253 quantize_per_tensor_default_12" [id=253, type=quantize_per_tensor]; -"254 dequantize_per_tensor_default_12" [id=254, type=dequantize_per_tensor]; -"255 scale_updated_constant12" [id=255, type=get_attr]; -"256 compressed_weight_updated_constant12" [id=256, type=get_attr]; -"257 mul_tensor_12" [id=257, type=mul]; -"258 zero_point_updated_constant12" [id=258, type=get_attr]; -"259 sub_tensor_12" [id=259, type=sub]; 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relu__2_0_0_nncf_smooth_quant_0" [id=302, type=call_module]; -"303 scale_updated_constant15" [id=303, type=get_attr]; -"304 compressed_weight_updated_constant15" [id=304, type=get_attr]; -"305 mul_tensor_15" [id=305, type=mul]; -"306 zero_point_updated_constant15" [id=306, type=get_attr]; -"307 sub_tensor_15" [id=307, type=sub]; -"308 linear_14" [id=308, type=linear]; -"309 view_11" [id=309, type=view]; -"310 _tensor_constant14" [id=310, type=get_attr]; -"311 index_2" [id=311, type=index]; -"312 view_12" [id=312, type=view]; -"313 permute_10" [id=313, type=permute]; -"314 contiguous_2" [id=314, type=contiguous]; -"315 unsqueeze_6" [id=315, type=unsqueeze]; -"316 sigmoid_2" [id=316, type=sigmoid]; -"317 mul_4" [id=317, type=mul]; -"318 pad_3" [id=318, type=pad]; -"319 view_13" [id=319, type=view]; -"320 permute_11" [id=320, type=permute]; -"321 reshape_9" [id=321, type=reshape]; -"322 _param_constant42" [id=322, type=get_attr]; -"323 clone_2" [id=323, type=clone]; -"324 reshape_9_0_0_nncf_smooth_quant_0" [id=324, type=call_module]; -"325 quantize_per_tensor_default_14" [id=325, type=quantize_per_tensor]; -"326 dequantize_per_tensor_default_14" [id=326, type=dequantize_per_tensor]; -"327 scale_updated_constant16" [id=327, type=get_attr]; -"328 compressed_weight_updated_constant16" [id=328, type=get_attr]; -"329 mul_tensor_16" [id=329, type=mul]; -"330 zero_point_updated_constant16" [id=330, type=get_attr]; -"331 sub_tensor_16" [id=331, type=sub]; -"332 linear_15" [id=332, type=linear]; -"333 reshape_10" [id=333, type=reshape]; -"334 permute_12" [id=334, type=permute]; -"335 select_6" [id=335, type=select]; -"336 select_7" [id=336, type=select]; -"337 select_8" [id=337, type=select]; -"338 linalg_vector_norm_4" [id=338, type=linalg_vector_norm]; -"339 clamp_min_4" [id=339, type=clamp_min]; -"340 expand_as_4" [id=340, type=expand_as]; -"341 div_4" [id=341, type=div]; -"342 quantize_per_tensor_default_15" [id=342, type=quantize_per_tensor]; -"343 dequantize_per_tensor_default_15" [id=343, type=dequantize_per_tensor]; -"344 linalg_vector_norm_5" [id=344, type=linalg_vector_norm]; -"345 clamp_min_5" [id=345, type=clamp_min]; -"346 expand_as_5" [id=346, type=expand_as]; -"347 div_5" [id=347, type=div]; -"348 quantize_per_tensor_default_16" [id=348, type=quantize_per_tensor]; -"349 dequantize_per_tensor_default_16" [id=349, type=dequantize_per_tensor]; -"350 transpose_4" [id=350, type=transpose]; -"351 matmul_4" [id=351, type=matmul]; -"352 _param_constant44" [id=352, type=get_attr]; -"353 clamp_2" [id=353, type=clamp]; -"354 exp_2" [id=354, type=exp]; -"355 mul_5" [id=355, type=mul]; -"356 add_7" [id=356, type=add]; -"357 softmax_2" [id=357, type=softmax]; -"358 dropout_8" [id=358, type=dropout]; -"359 matmul_5" [id=359, type=matmul]; -"360 transpose_5" [id=360, type=transpose]; -"361 reshape_11" [id=361, type=reshape]; -"362 _param_constant46" [id=362, type=get_attr]; -"363 reshape_11_0_0_nncf_smooth_quant_0" [id=363, type=call_module]; -"364 quantize_per_tensor_default_17" [id=364, type=quantize_per_tensor]; -"365 dequantize_per_tensor_default_17" [id=365, type=dequantize_per_tensor]; -"366 scale_updated_constant17" [id=366, type=get_attr]; -"367 compressed_weight_updated_constant17" [id=367, type=get_attr]; -"368 mul_tensor_17" [id=368, type=mul]; -"369 zero_point_updated_constant17" [id=369, type=get_attr]; -"370 sub_tensor_17" [id=370, type=sub]; -"371 linear_16" [id=371, type=linear]; -"372 dropout_9" [id=372, type=dropout]; -"373 view_14" [id=373, type=view]; -"374 permute_13" [id=374, type=permute]; -"375 reshape_12" [id=375, type=reshape]; -"376 slice_38" [id=376, type=slice]; -"377 slice_39" [id=377, type=slice]; -"378 slice_40" [id=378, type=slice]; -"379 slice_41" [id=379, type=slice]; -"380 contiguous_3" [id=380, type=contiguous]; -"381 _param_constant47" [id=381, type=get_attr]; -"382 _param_constant48" [id=382, type=get_attr]; -"383 layer_norm_6" [id=383, type=layer_norm]; -"384 add_8" [id=384, type=add]; -"385 _param_constant50" [id=385, type=get_attr]; -"386 add_8_0_0_nncf_smooth_quant_0" [id=386, type=call_module]; -"387 quantize_per_tensor_default_18" [id=387, type=quantize_per_tensor]; -"388 dequantize_per_tensor_default_18" [id=388, type=dequantize_per_tensor]; -"389 scale_updated_constant18" [id=389, type=get_attr]; -"390 compressed_weight_updated_constant18" [id=390, type=get_attr]; -"391 mul_tensor_18" [id=391, type=mul]; -"392 zero_point_updated_constant18" [id=392, type=get_attr]; -"393 sub_tensor_18" [id=393, type=sub]; -"394 linear_17" [id=394, type=linear]; -"395 gelu_2" [id=395, type=gelu]; -"396 dropout_10" [id=396, type=dropout]; -"397 _param_constant52" [id=397, type=get_attr]; -"398 dropout_10_0_0_nncf_smooth_quant_0" [id=398, type=call_module]; -"399 quantize_per_tensor_default_19" [id=399, type=quantize_per_tensor]; -"400 dequantize_per_tensor_default_19" [id=400, type=dequantize_per_tensor]; -"401 scale_updated_constant19" [id=401, type=get_attr]; -"402 compressed_weight_updated_constant19" [id=402, type=get_attr]; -"403 mul_tensor_19" [id=403, type=mul]; -"404 zero_point_updated_constant19" [id=404, type=get_attr]; -"405 sub_tensor_19" [id=405, type=sub]; -"406 linear_18" [id=406, type=linear]; -"407 dropout_11" [id=407, type=dropout]; -"408 _param_constant53" [id=408, type=get_attr]; -"409 _param_constant54" [id=409, type=get_attr]; -"410 layer_norm_7" [id=410, type=layer_norm]; -"411 add_9" [id=411, type=add]; -"412 _tensor_constant15" [id=412, type=get_attr]; -"413 _param_constant56" [id=413, type=get_attr]; -"414 _tensor_constant15_0_0_nncf_smooth_quant_0" [id=414, type=call_module]; -"415 scale_updated_constant20" [id=415, type=get_attr]; -"416 compressed_weight_updated_constant20" [id=416, type=get_attr]; -"417 mul_tensor_20" [id=417, type=mul]; -"418 zero_point_updated_constant20" [id=418, type=get_attr]; -"419 sub_tensor_20" [id=419, type=sub]; -"420 linear_19" [id=420, type=linear]; -"421 relu__3" 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type=expand_as]; -"1915 div_28" [id=1915, type=div]; -"1916 quantize_per_tensor_default_88" [id=1916, type=quantize_per_tensor]; -"1917 dequantize_per_tensor_default_88" [id=1917, type=dequantize_per_tensor]; -"1918 linalg_vector_norm_29" [id=1918, type=linalg_vector_norm]; -"1919 clamp_min_29" [id=1919, type=clamp_min]; -"1920 expand_as_29" [id=1920, type=expand_as]; -"1921 div_29" [id=1921, type=div]; -"1922 quantize_per_tensor_default_89" [id=1922, type=quantize_per_tensor]; -"1923 dequantize_per_tensor_default_89" [id=1923, type=dequantize_per_tensor]; -"1924 transpose_28" [id=1924, type=transpose]; -"1925 matmul_28" [id=1925, type=matmul]; -"1926 _param_constant239" [id=1926, type=get_attr]; -"1927 clamp_14" [id=1927, type=clamp]; -"1928 exp_14" [id=1928, type=exp]; -"1929 mul_29" [id=1929, type=mul]; -"1930 add_49" [id=1930, type=add]; -"1931 softmax_14" [id=1931, type=softmax]; -"1932 dropout_56" [id=1932, type=dropout]; -"1933 matmul_29" [id=1933, type=matmul]; -"1934 transpose_29" [id=1934, type=transpose]; -"1935 reshape_65" [id=1935, type=reshape]; -"1936 _param_constant241" [id=1936, type=get_attr]; -"1937 reshape_65_0_0_nncf_smooth_quant_0" [id=1937, type=call_module]; -"1938 quantize_per_tensor_default_90" [id=1938, type=quantize_per_tensor]; -"1939 dequantize_per_tensor_default_90" [id=1939, type=dequantize_per_tensor]; -"1940 scale_updated_constant90" [id=1940, type=get_attr]; -"1941 compressed_weight_updated_constant90" [id=1941, type=get_attr]; -"1942 mul_tensor_90" [id=1942, type=mul]; -"1943 zero_point_updated_constant90" [id=1943, type=get_attr]; -"1944 sub_tensor_90" [id=1944, type=sub]; -"1945 linear_89" [id=1945, type=linear]; -"1946 dropout_57" [id=1946, type=dropout]; -"1947 view_80" [id=1947, type=view]; -"1948 permute_67" [id=1948, type=permute]; -"1949 reshape_66" [id=1949, type=reshape]; -"1950 slice_218" [id=1950, type=slice]; -"1951 slice_219" [id=1951, type=slice]; -"1952 slice_220" [id=1952, type=slice]; -"1953 slice_221" [id=1953, type=slice]; -"1954 contiguous_27" [id=1954, type=contiguous]; -"1955 _param_constant242" [id=1955, type=get_attr]; -"1956 _param_constant243" [id=1956, type=get_attr]; -"1957 layer_norm_31" [id=1957, type=layer_norm]; -"1958 add_50" [id=1958, type=add]; -"1959 _param_constant245" [id=1959, type=get_attr]; -"1960 add_50_0_0_nncf_smooth_quant_0" [id=1960, type=call_module]; -"1961 quantize_per_tensor_default_91" [id=1961, type=quantize_per_tensor]; -"1962 dequantize_per_tensor_default_91" [id=1962, type=dequantize_per_tensor]; -"1963 scale_updated_constant91" [id=1963, type=get_attr]; -"1964 compressed_weight_updated_constant91" [id=1964, type=get_attr]; -"1965 mul_tensor_91" [id=1965, type=mul]; -"1966 zero_point_updated_constant91" [id=1966, type=get_attr]; -"1967 sub_tensor_91" [id=1967, type=sub]; -"1968 linear_90" [id=1968, type=linear]; -"1969 gelu_14" [id=1969, type=gelu]; -"1970 dropout_58" [id=1970, type=dropout]; -"1971 _param_constant247" [id=1971, type=get_attr]; 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scale_updated_constant93" [id=1989, type=get_attr]; -"1990 compressed_weight_updated_constant93" [id=1990, type=get_attr]; -"1991 mul_tensor_93" [id=1991, type=mul]; -"1992 zero_point_updated_constant93" [id=1992, type=get_attr]; -"1993 sub_tensor_93" [id=1993, type=sub]; -"1994 linear_92" [id=1994, type=linear]; -"1995 relu__15" [id=1995, type=relu_]; -"1996 relu__15_0_0_nncf_smooth_quant_0" [id=1996, type=call_module]; -"1997 scale_updated_constant94" [id=1997, type=get_attr]; -"1998 compressed_weight_updated_constant94" [id=1998, type=get_attr]; -"1999 mul_tensor_94" [id=1999, type=mul]; -"2000 zero_point_updated_constant94" [id=2000, type=get_attr]; -"2001 sub_tensor_94" [id=2001, type=sub]; -"2002 linear_93" [id=2002, type=linear]; -"2003 view_81" [id=2003, type=view]; -"2004 _tensor_constant94" [id=2004, type=get_attr]; -"2005 index_15" [id=2005, type=index]; -"2006 view_82" [id=2006, type=view]; -"2007 permute_68" [id=2007, type=permute]; -"2008 contiguous_28" [id=2008, 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type=dequantize_per_tensor]; +"240 _param_constant31_0_0" [id=240, type=get_attr]; +"241 scale_updated_constant11" [id=241, type=get_attr]; +"242 compressed_weight_updated_constant11" [id=242, type=get_attr]; +"243 mul_tensor_11" [id=243, type=mul]; +"244 zero_point_updated_constant11" [id=244, type=get_attr]; +"245 sub_tensor_11" [id=245, type=sub]; +"246 linear_10" [id=246, type=linear]; +"247 gelu_1" [id=247, type=gelu]; +"248 dropout_6" [id=248, type=dropout]; +"249 dropout_6_0_0_nncf_smooth_quant_0" [id=249, type=call_module]; +"250 quantize_per_tensor_default_12" [id=250, type=quantize_per_tensor]; +"251 dequantize_per_tensor_default_12" [id=251, type=dequantize_per_tensor]; +"252 _param_constant33_0_0" [id=252, type=get_attr]; +"253 scale_updated_constant12" [id=253, type=get_attr]; +"254 compressed_weight_updated_constant12" [id=254, type=get_attr]; +"255 mul_tensor_12" [id=255, type=mul]; +"256 zero_point_updated_constant12" [id=256, type=get_attr]; +"257 sub_tensor_12" 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type=dequantize_per_tensor]; +"281 scale_updated_constant13" [id=281, type=get_attr]; +"282 compressed_weight_updated_constant13" [id=282, type=get_attr]; +"283 mul_tensor_13" [id=283, type=mul]; +"284 zero_point_updated_constant13" [id=284, type=get_attr]; +"285 sub_tensor_13" [id=285, type=sub]; +"286 linear_12" [id=286, type=linear]; +"287 _param_constant37" [id=287, type=get_attr]; +"288 _param_constant38" [id=288, type=get_attr]; +"289 layer_norm_5" [id=289, type=layer_norm]; +"290 _tensor_constant13" [id=290, type=get_attr]; +"291 _tensor_constant13_0_0_nncf_smooth_quant_0" [id=291, type=call_module]; +"292 _param_constant40_0_0" [id=292, type=get_attr]; +"293 scale_updated_constant14" [id=293, type=get_attr]; +"294 compressed_weight_updated_constant14" [id=294, type=get_attr]; +"295 mul_tensor_14" [id=295, type=mul]; +"296 zero_point_updated_constant14" [id=296, type=get_attr]; +"297 sub_tensor_14" [id=297, type=sub]; +"298 linear_13" [id=298, type=linear]; +"299 relu__2" [id=299, type=relu_]; +"300 relu__2_0_0_nncf_smooth_quant_0" [id=300, type=call_module]; +"301 scale_updated_constant15" [id=301, type=get_attr]; +"302 compressed_weight_updated_constant15" [id=302, type=get_attr]; +"303 mul_tensor_15" [id=303, type=mul]; +"304 zero_point_updated_constant15" [id=304, type=get_attr]; +"305 sub_tensor_15" [id=305, type=sub]; +"306 linear_14" [id=306, type=linear]; +"307 view_11" [id=307, type=view]; +"308 _tensor_constant14" [id=308, type=get_attr]; +"309 index_2" [id=309, type=index]; +"310 view_12" [id=310, type=view]; +"311 permute_10" [id=311, type=permute]; +"312 contiguous_2" [id=312, type=contiguous]; +"313 unsqueeze_6" [id=313, type=unsqueeze]; +"314 sigmoid_2" [id=314, type=sigmoid]; +"315 mul_4" [id=315, type=mul]; +"316 pad_3" [id=316, type=pad]; +"317 view_13" [id=317, type=view]; +"318 permute_11" [id=318, type=permute]; +"319 reshape_9" [id=319, type=reshape]; +"320 reshape_9_0_0_nncf_smooth_quant_0" [id=320, type=call_module]; +"321 quantize_per_tensor_default_14" [id=321, type=quantize_per_tensor]; +"322 dequantize_per_tensor_default_14" [id=322, type=dequantize_per_tensor]; +"323 _param_constant42_0_0" [id=323, type=get_attr]; +"324 scale_updated_constant16" [id=324, type=get_attr]; +"325 compressed_weight_updated_constant16" [id=325, type=get_attr]; +"326 mul_tensor_16" [id=326, type=mul]; +"327 zero_point_updated_constant16" [id=327, type=get_attr]; +"328 sub_tensor_16" [id=328, type=sub]; +"329 linear_15" [id=329, type=linear]; +"330 reshape_10" [id=330, type=reshape]; +"331 permute_12" [id=331, type=permute]; +"332 select_6" [id=332, type=select]; +"333 select_7" [id=333, type=select]; +"334 select_8" [id=334, type=select]; +"335 linalg_vector_norm_4" [id=335, type=linalg_vector_norm]; +"336 clamp_min_4" [id=336, type=clamp_min]; +"337 expand_as_4" [id=337, type=expand_as]; +"338 div_4" [id=338, type=div]; +"339 quantize_per_tensor_default_15" [id=339, type=quantize_per_tensor]; +"340 dequantize_per_tensor_default_15" [id=340, type=dequantize_per_tensor]; +"341 linalg_vector_norm_5" [id=341, type=linalg_vector_norm]; +"342 clamp_min_5" [id=342, type=clamp_min]; +"343 expand_as_5" [id=343, type=expand_as]; +"344 div_5" [id=344, type=div]; +"345 quantize_per_tensor_default_16" [id=345, type=quantize_per_tensor]; +"346 dequantize_per_tensor_default_16" [id=346, type=dequantize_per_tensor]; +"347 transpose_4" [id=347, type=transpose]; +"348 matmul_4" [id=348, type=matmul]; +"349 _param_constant44" [id=349, type=get_attr]; +"350 clamp_2" [id=350, type=clamp]; +"351 exp_2" [id=351, type=exp]; +"352 mul_5" [id=352, type=mul]; +"353 add_7" [id=353, type=add]; +"354 softmax_2" [id=354, type=softmax]; +"355 dropout_8" [id=355, type=dropout]; +"356 matmul_5" [id=356, type=matmul]; +"357 transpose_5" [id=357, type=transpose]; +"358 reshape_11" [id=358, type=reshape]; +"359 reshape_11_0_0_nncf_smooth_quant_0" [id=359, type=call_module]; +"360 quantize_per_tensor_default_17" [id=360, type=quantize_per_tensor]; +"361 dequantize_per_tensor_default_17" [id=361, type=dequantize_per_tensor]; +"362 _param_constant46_0_0" [id=362, type=get_attr]; +"363 scale_updated_constant17" [id=363, type=get_attr]; +"364 compressed_weight_updated_constant17" [id=364, type=get_attr]; +"365 mul_tensor_17" [id=365, type=mul]; +"366 zero_point_updated_constant17" [id=366, type=get_attr]; +"367 sub_tensor_17" [id=367, type=sub]; +"368 linear_16" [id=368, type=linear]; +"369 dropout_9" [id=369, type=dropout]; +"370 view_14" [id=370, type=view]; +"371 permute_13" [id=371, type=permute]; +"372 reshape_12" [id=372, type=reshape]; +"373 slice_38" [id=373, type=slice]; +"374 slice_39" [id=374, type=slice]; +"375 slice_40" [id=375, type=slice]; +"376 slice_41" [id=376, type=slice]; +"377 contiguous_3" [id=377, type=contiguous]; +"378 _param_constant47" [id=378, type=get_attr]; +"379 _param_constant48" [id=379, type=get_attr]; +"380 layer_norm_6" [id=380, type=layer_norm]; +"381 add_8" [id=381, type=add]; +"382 add_8_0_0_nncf_smooth_quant_0" [id=382, type=call_module]; +"383 quantize_per_tensor_default_18" [id=383, type=quantize_per_tensor]; +"384 dequantize_per_tensor_default_18" [id=384, type=dequantize_per_tensor]; +"385 _param_constant50_0_0" [id=385, type=get_attr]; +"386 scale_updated_constant18" [id=386, type=get_attr]; +"387 compressed_weight_updated_constant18" [id=387, type=get_attr]; +"388 mul_tensor_18" [id=388, type=mul]; +"389 zero_point_updated_constant18" [id=389, type=get_attr]; +"390 sub_tensor_18" [id=390, type=sub]; +"391 linear_17" [id=391, type=linear]; +"392 gelu_2" [id=392, type=gelu]; +"393 dropout_10" [id=393, type=dropout]; +"394 dropout_10_0_0_nncf_smooth_quant_0" [id=394, type=call_module]; +"395 quantize_per_tensor_default_19" [id=395, type=quantize_per_tensor]; +"396 dequantize_per_tensor_default_19" [id=396, type=dequantize_per_tensor]; +"397 _param_constant52_0_0" [id=397, type=get_attr]; +"398 scale_updated_constant19" [id=398, type=get_attr]; +"399 compressed_weight_updated_constant19" [id=399, type=get_attr]; +"400 mul_tensor_19" [id=400, type=mul]; +"401 zero_point_updated_constant19" [id=401, type=get_attr]; +"402 sub_tensor_19" [id=402, type=sub]; +"403 linear_18" [id=403, type=linear]; +"404 dropout_11" [id=404, type=dropout]; +"405 _param_constant53" [id=405, type=get_attr]; +"406 _param_constant54" [id=406, type=get_attr]; +"407 layer_norm_7" [id=407, type=layer_norm]; +"408 add_9" [id=408, type=add]; +"409 _tensor_constant15" [id=409, type=get_attr]; +"410 _tensor_constant15_0_0_nncf_smooth_quant_0" [id=410, type=call_module]; +"411 _param_constant56_0_0" [id=411, type=get_attr]; +"412 scale_updated_constant20" [id=412, type=get_attr]; +"413 compressed_weight_updated_constant20" [id=413, type=get_attr]; +"414 mul_tensor_20" [id=414, type=mul]; +"415 zero_point_updated_constant20" [id=415, type=get_attr]; +"416 sub_tensor_20" [id=416, type=sub]; +"417 linear_19" [id=417, type=linear]; +"418 relu__3" [id=418, type=relu_]; +"419 relu__3_0_0_nncf_smooth_quant_0" [id=419, type=call_module]; +"420 scale_updated_constant21" [id=420, type=get_attr]; +"421 compressed_weight_updated_constant21" [id=421, type=get_attr]; +"422 mul_tensor_21" [id=422, type=mul]; +"423 zero_point_updated_constant21" [id=423, type=get_attr]; +"424 sub_tensor_21" [id=424, type=sub]; +"425 linear_20" [id=425, type=linear]; +"426 view_15" [id=426, type=view]; +"427 _tensor_constant16" [id=427, type=get_attr]; +"428 index_3" [id=428, type=index]; +"429 view_16" [id=429, type=view]; +"430 permute_14" [id=430, type=permute]; +"431 contiguous_4" [id=431, type=contiguous]; +"432 unsqueeze_7" [id=432, type=unsqueeze]; +"433 sigmoid_3" [id=433, type=sigmoid]; +"434 mul_6" [id=434, type=mul]; +"435 pad_4" [id=435, type=pad]; +"436 roll_2" [id=436, type=roll]; +"437 view_17" [id=437, type=view]; +"438 permute_15" [id=438, type=permute]; +"439 reshape_13" [id=439, type=reshape]; +"440 reshape_13_0_0_nncf_smooth_quant_0" [id=440, type=call_module]; +"441 quantize_per_tensor_default_20" [id=441, type=quantize_per_tensor]; +"442 dequantize_per_tensor_default_20" [id=442, type=dequantize_per_tensor]; +"443 _param_constant58_0_0" [id=443, type=get_attr]; +"444 scale_updated_constant22" [id=444, type=get_attr]; +"445 compressed_weight_updated_constant22" [id=445, type=get_attr]; +"446 mul_tensor_22" [id=446, type=mul]; +"447 zero_point_updated_constant22" [id=447, type=get_attr]; +"448 sub_tensor_22" [id=448, type=sub]; +"449 linear_21" [id=449, type=linear]; +"450 reshape_14" [id=450, type=reshape]; +"451 permute_16" [id=451, type=permute]; +"452 select_9" [id=452, type=select]; +"453 select_10" [id=453, type=select]; +"454 select_11" [id=454, type=select]; +"455 linalg_vector_norm_6" [id=455, type=linalg_vector_norm]; +"456 clamp_min_6" [id=456, type=clamp_min]; +"457 expand_as_6" [id=457, type=expand_as]; +"458 div_6" [id=458, type=div]; +"459 quantize_per_tensor_default_21" [id=459, type=quantize_per_tensor]; +"460 dequantize_per_tensor_default_21" [id=460, type=dequantize_per_tensor]; +"461 linalg_vector_norm_7" [id=461, type=linalg_vector_norm]; +"462 clamp_min_7" [id=462, type=clamp_min]; +"463 expand_as_7" [id=463, type=expand_as]; +"464 div_7" [id=464, type=div]; +"465 quantize_per_tensor_default_22" [id=465, type=quantize_per_tensor]; +"466 dequantize_per_tensor_default_22" [id=466, type=dequantize_per_tensor]; +"467 transpose_6" [id=467, type=transpose]; +"468 matmul_6" [id=468, type=matmul]; +"469 _param_constant60" [id=469, type=get_attr]; +"470 clamp_3" [id=470, type=clamp]; +"471 exp_3" [id=471, type=exp]; +"472 mul_7" [id=472, type=mul]; +"473 add_10" [id=473, type=add]; +"474 new_zeros_1" [id=474, type=new_zeros]; +"475 view_18" [id=475, type=view]; +"476 permute_17" [id=476, type=permute]; +"477 reshape_15" [id=477, type=reshape]; +"478 unsqueeze_8" [id=478, type=unsqueeze]; +"479 unsqueeze_9" [id=479, type=unsqueeze]; +"480 sub_1" [id=480, type=sub]; +"481 ne_1" [id=481, type=ne]; +"482 masked_fill_2" [id=482, type=masked_fill]; +"483 eq_1" [id=483, type=eq]; +"484 masked_fill_3" [id=484, type=masked_fill]; +"485 view_19" [id=485, type=view]; +"486 unsqueeze_10" [id=486, type=unsqueeze]; +"487 unsqueeze_11" [id=487, type=unsqueeze]; +"488 add_11" [id=488, type=add]; +"489 view_20" [id=489, type=view]; +"490 softmax_3" [id=490, type=softmax]; +"491 dropout_12" [id=491, type=dropout]; +"492 matmul_7" [id=492, type=matmul]; +"493 transpose_7" [id=493, type=transpose]; +"494 reshape_16" [id=494, type=reshape]; +"495 reshape_16_0_0_nncf_smooth_quant_0" [id=495, type=call_module]; +"496 quantize_per_tensor_default_23" [id=496, type=quantize_per_tensor]; +"497 dequantize_per_tensor_default_23" [id=497, type=dequantize_per_tensor]; +"498 _param_constant62_0_0" [id=498, type=get_attr]; +"499 scale_updated_constant23" [id=499, type=get_attr]; +"500 compressed_weight_updated_constant23" [id=500, type=get_attr]; +"501 mul_tensor_23" [id=501, type=mul]; +"502 zero_point_updated_constant23" [id=502, type=get_attr]; +"503 sub_tensor_23" [id=503, type=sub]; +"504 linear_22" [id=504, type=linear]; +"505 dropout_13" [id=505, type=dropout]; +"506 view_21" [id=506, type=view]; +"507 permute_18" [id=507, type=permute]; +"508 reshape_17" [id=508, type=reshape]; +"509 roll_3" [id=509, type=roll]; +"510 slice_61" [id=510, type=slice]; +"511 slice_62" [id=511, type=slice]; +"512 slice_63" [id=512, type=slice]; +"513 slice_64" [id=513, type=slice]; +"514 contiguous_5" [id=514, type=contiguous]; +"515 _param_constant63" [id=515, type=get_attr]; +"516 _param_constant64" [id=516, type=get_attr]; +"517 layer_norm_8" [id=517, type=layer_norm]; +"518 add_12" [id=518, type=add]; +"519 add_12_0_0_nncf_smooth_quant_0" [id=519, type=call_module]; +"520 quantize_per_tensor_default_24" [id=520, type=quantize_per_tensor]; +"521 dequantize_per_tensor_default_24" [id=521, type=dequantize_per_tensor]; +"522 _param_constant66_0_0" [id=522, type=get_attr]; +"523 scale_updated_constant24" [id=523, type=get_attr]; +"524 compressed_weight_updated_constant24" [id=524, type=get_attr]; +"525 mul_tensor_24" [id=525, type=mul]; +"526 zero_point_updated_constant24" [id=526, type=get_attr]; +"527 sub_tensor_24" [id=527, type=sub]; +"528 linear_23" [id=528, type=linear]; +"529 gelu_3" [id=529, type=gelu]; +"530 dropout_14" [id=530, type=dropout]; +"531 dropout_14_0_0_nncf_smooth_quant_0" [id=531, type=call_module]; +"532 quantize_per_tensor_default_25" [id=532, type=quantize_per_tensor]; +"533 dequantize_per_tensor_default_25" [id=533, type=dequantize_per_tensor]; +"534 _param_constant68_0_0" [id=534, type=get_attr]; +"535 scale_updated_constant25" [id=535, type=get_attr]; +"536 compressed_weight_updated_constant25" [id=536, type=get_attr]; +"537 mul_tensor_25" [id=537, type=mul]; +"538 zero_point_updated_constant25" [id=538, type=get_attr]; +"539 sub_tensor_25" [id=539, type=sub]; +"540 linear_24" [id=540, type=linear]; +"541 dropout_15" [id=541, type=dropout]; +"542 _param_constant69" [id=542, type=get_attr]; +"543 _param_constant70" [id=543, type=get_attr]; +"544 layer_norm_9" [id=544, type=layer_norm]; +"545 add_13" [id=545, type=add]; +"546 pad_5" [id=546, type=pad]; +"547 slice_65" [id=547, type=slice]; +"548 slice_66" [id=548, type=slice]; +"549 slice_67" [id=549, type=slice]; +"550 slice_68" [id=550, type=slice]; +"551 slice_69" [id=551, type=slice]; +"552 slice_70" [id=552, type=slice]; +"553 slice_71" [id=553, type=slice]; +"554 slice_72" [id=554, type=slice]; +"555 slice_73" [id=555, type=slice]; +"556 slice_74" [id=556, type=slice]; +"557 slice_75" [id=557, type=slice]; +"558 slice_76" [id=558, type=slice]; +"559 cat_1" [id=559, type=cat]; +"560 cat_1_0_0_nncf_smooth_quant_0" [id=560, type=call_module]; +"561 quantize_per_tensor_default_26" [id=561, type=quantize_per_tensor]; +"562 dequantize_per_tensor_default_26" [id=562, type=dequantize_per_tensor]; +"563 scale_updated_constant26" [id=563, type=get_attr]; +"564 compressed_weight_updated_constant26" [id=564, type=get_attr]; +"565 mul_tensor_26" [id=565, type=mul]; +"566 zero_point_updated_constant26" [id=566, type=get_attr]; +"567 sub_tensor_26" [id=567, type=sub]; +"568 linear_25" [id=568, type=linear]; +"569 _param_constant72" [id=569, type=get_attr]; +"570 _param_constant73" [id=570, type=get_attr]; +"571 layer_norm_10" [id=571, type=layer_norm]; +"572 _tensor_constant26" [id=572, type=get_attr]; +"573 _tensor_constant26_0_0_nncf_smooth_quant_0" [id=573, type=call_module]; +"574 _param_constant75_0_0" [id=574, type=get_attr]; +"575 scale_updated_constant27" [id=575, type=get_attr]; +"576 compressed_weight_updated_constant27" [id=576, type=get_attr]; +"577 mul_tensor_27" [id=577, type=mul]; +"578 zero_point_updated_constant27" [id=578, type=get_attr]; +"579 sub_tensor_27" [id=579, type=sub]; +"580 linear_26" [id=580, type=linear]; +"581 relu__4" [id=581, type=relu_]; +"582 relu__4_0_0_nncf_smooth_quant_0" [id=582, 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type=get_attr]; +"682 mul_tensor_32" [id=682, type=mul]; +"683 zero_point_updated_constant32" [id=683, type=get_attr]; +"684 sub_tensor_32" [id=684, type=sub]; +"685 linear_31" [id=685, type=linear]; +"686 dropout_19" [id=686, type=dropout]; +"687 _param_constant88" [id=687, type=get_attr]; +"688 _param_constant89" [id=688, type=get_attr]; +"689 layer_norm_12" [id=689, type=layer_norm]; +"690 add_16" [id=690, type=add]; +"691 _tensor_constant28" [id=691, type=get_attr]; +"692 _tensor_constant28_0_0_nncf_smooth_quant_0" [id=692, type=call_module]; +"693 _param_constant91_0_0" [id=693, type=get_attr]; +"694 scale_updated_constant33" [id=694, type=get_attr]; +"695 compressed_weight_updated_constant33" [id=695, type=get_attr]; +"696 mul_tensor_33" [id=696, type=mul]; +"697 zero_point_updated_constant33" [id=697, type=get_attr]; +"698 sub_tensor_33" [id=698, type=sub]; +"699 linear_32" [id=699, type=linear]; +"700 relu__5" [id=700, type=relu_]; +"701 relu__5_0_0_nncf_smooth_quant_0" 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add_33_0_0_nncf_smooth_quant_0" [id=1313, type=call_module]; +"1314 quantize_per_tensor_default_61" [id=1314, type=quantize_per_tensor]; +"1315 dequantize_per_tensor_default_61" [id=1315, type=dequantize_per_tensor]; +"1316 _param_constant165_0_0" [id=1316, type=get_attr]; +"1317 scale_updated_constant61" [id=1317, type=get_attr]; +"1318 compressed_weight_updated_constant61" [id=1318, type=get_attr]; +"1319 mul_tensor_61" [id=1319, type=mul]; +"1320 zero_point_updated_constant61" [id=1320, type=get_attr]; +"1321 sub_tensor_61" [id=1321, type=sub]; +"1322 linear_60" [id=1322, type=linear]; +"1323 gelu_9" [id=1323, type=gelu]; +"1324 dropout_38" [id=1324, type=dropout]; +"1325 dropout_38_0_0_nncf_smooth_quant_0" [id=1325, type=call_module]; +"1326 quantize_per_tensor_default_62" [id=1326, type=quantize_per_tensor]; +"1327 dequantize_per_tensor_default_62" [id=1327, type=dequantize_per_tensor]; +"1328 _param_constant167_0_0" [id=1328, type=get_attr]; +"1329 scale_updated_constant62" 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reshape_45" [id=1369, type=reshape]; +"1370 reshape_45_0_0_nncf_smooth_quant_0" [id=1370, type=call_module]; +"1371 quantize_per_tensor_default_63" [id=1371, type=quantize_per_tensor]; +"1372 dequantize_per_tensor_default_63" [id=1372, type=dequantize_per_tensor]; +"1373 _param_constant173_0_0" [id=1373, type=get_attr]; +"1374 scale_updated_constant65" [id=1374, type=get_attr]; +"1375 compressed_weight_updated_constant65" [id=1375, type=get_attr]; +"1376 mul_tensor_65" [id=1376, type=mul]; +"1377 zero_point_updated_constant65" [id=1377, type=get_attr]; +"1378 sub_tensor_65" [id=1378, type=sub]; +"1379 linear_64" [id=1379, type=linear]; +"1380 reshape_46" [id=1380, type=reshape]; +"1381 permute_48" [id=1381, type=permute]; +"1382 select_30" [id=1382, type=select]; +"1383 select_31" [id=1383, type=select]; +"1384 select_32" [id=1384, type=select]; +"1385 linalg_vector_norm_20" [id=1385, type=linalg_vector_norm]; +"1386 clamp_min_20" [id=1386, type=clamp_min]; +"1387 expand_as_20" 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dropout_42_0_0_nncf_smooth_quant_0" [id=1444, type=call_module]; +"1445 quantize_per_tensor_default_68" [id=1445, type=quantize_per_tensor]; +"1446 dequantize_per_tensor_default_68" [id=1446, type=dequantize_per_tensor]; +"1447 _param_constant183_0_0" [id=1447, type=get_attr]; +"1448 scale_updated_constant68" [id=1448, type=get_attr]; +"1449 compressed_weight_updated_constant68" [id=1449, type=get_attr]; +"1450 mul_tensor_68" [id=1450, type=mul]; +"1451 zero_point_updated_constant68" [id=1451, type=get_attr]; +"1452 sub_tensor_68" [id=1452, type=sub]; +"1453 linear_67" [id=1453, type=linear]; +"1454 dropout_43" [id=1454, type=dropout]; +"1455 _param_constant184" [id=1455, type=get_attr]; +"1456 _param_constant185" [id=1456, type=get_attr]; +"1457 layer_norm_24" [id=1457, type=layer_norm]; +"1458 add_37" [id=1458, type=add]; +"1459 _tensor_constant67" [id=1459, type=get_attr]; +"1460 _tensor_constant67_0_0_nncf_smooth_quant_0" [id=1460, type=call_module]; +"1461 _param_constant187_0_0" [id=1461, type=get_attr]; +"1462 scale_updated_constant69" [id=1462, type=get_attr]; +"1463 compressed_weight_updated_constant69" [id=1463, type=get_attr]; +"1464 mul_tensor_69" [id=1464, type=mul]; +"1465 zero_point_updated_constant69" [id=1465, type=get_attr]; +"1466 sub_tensor_69" [id=1466, type=sub]; +"1467 linear_68" [id=1467, type=linear]; +"1468 relu__11" [id=1468, type=relu_]; +"1469 relu__11_0_0_nncf_smooth_quant_0" [id=1469, type=call_module]; +"1470 scale_updated_constant70" [id=1470, type=get_attr]; +"1471 compressed_weight_updated_constant70" [id=1471, type=get_attr]; +"1472 mul_tensor_70" [id=1472, type=mul]; +"1473 zero_point_updated_constant70" [id=1473, type=get_attr]; +"1474 sub_tensor_70" [id=1474, type=sub]; +"1475 linear_69" [id=1475, type=linear]; +"1476 view_59" [id=1476, type=view]; +"1477 _tensor_constant68" [id=1477, type=get_attr]; +"1478 index_11" [id=1478, type=index]; +"1479 view_60" [id=1479, type=view]; +"1480 permute_50" [id=1480, type=permute]; +"1481 contiguous_20" [id=1481, type=contiguous]; +"1482 unsqueeze_31" [id=1482, type=unsqueeze]; +"1483 sigmoid_11" [id=1483, type=sigmoid]; +"1484 mul_22" [id=1484, type=mul]; +"1485 pad_13" [id=1485, type=pad]; +"1486 roll_10" [id=1486, type=roll]; +"1487 view_61" [id=1487, type=view]; +"1488 permute_51" [id=1488, type=permute]; +"1489 reshape_49" [id=1489, type=reshape]; +"1490 reshape_49_0_0_nncf_smooth_quant_0" [id=1490, type=call_module]; +"1491 quantize_per_tensor_default_69" [id=1491, type=quantize_per_tensor]; +"1492 dequantize_per_tensor_default_69" [id=1492, type=dequantize_per_tensor]; +"1493 _param_constant189_0_0" [id=1493, type=get_attr]; +"1494 scale_updated_constant71" [id=1494, type=get_attr]; +"1495 compressed_weight_updated_constant71" [id=1495, type=get_attr]; +"1496 mul_tensor_71" [id=1496, type=mul]; +"1497 zero_point_updated_constant71" [id=1497, type=get_attr]; +"1498 sub_tensor_71" [id=1498, type=sub]; +"1499 linear_70" [id=1499, type=linear]; +"1500 reshape_50" [id=1500, type=reshape]; +"1501 permute_52" [id=1501, type=permute]; +"1502 select_33" [id=1502, type=select]; +"1503 select_34" [id=1503, type=select]; +"1504 select_35" [id=1504, type=select]; +"1505 linalg_vector_norm_22" [id=1505, type=linalg_vector_norm]; +"1506 clamp_min_22" [id=1506, type=clamp_min]; +"1507 expand_as_22" [id=1507, type=expand_as]; +"1508 div_22" [id=1508, type=div]; +"1509 quantize_per_tensor_default_70" [id=1509, type=quantize_per_tensor]; +"1510 dequantize_per_tensor_default_70" [id=1510, type=dequantize_per_tensor]; +"1511 linalg_vector_norm_23" [id=1511, type=linalg_vector_norm]; +"1512 clamp_min_23" [id=1512, type=clamp_min]; +"1513 expand_as_23" [id=1513, type=expand_as]; +"1514 div_23" [id=1514, type=div]; +"1515 quantize_per_tensor_default_71" [id=1515, type=quantize_per_tensor]; +"1516 dequantize_per_tensor_default_71" [id=1516, type=dequantize_per_tensor]; +"1517 transpose_22" [id=1517, type=transpose]; +"1518 matmul_22" [id=1518, type=matmul]; +"1519 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scale_updated_constant89" [id=1886, type=get_attr]; +"1887 compressed_weight_updated_constant89" [id=1887, type=get_attr]; +"1888 mul_tensor_89" [id=1888, type=mul]; +"1889 zero_point_updated_constant89" [id=1889, type=get_attr]; +"1890 sub_tensor_89" [id=1890, type=sub]; +"1891 linear_88" [id=1891, type=linear]; +"1892 reshape_64" [id=1892, type=reshape]; +"1893 permute_66" [id=1893, type=permute]; +"1894 select_42" [id=1894, type=select]; +"1895 select_43" [id=1895, type=select]; +"1896 select_44" [id=1896, type=select]; +"1897 linalg_vector_norm_28" [id=1897, type=linalg_vector_norm]; +"1898 clamp_min_28" [id=1898, type=clamp_min]; +"1899 expand_as_28" [id=1899, type=expand_as]; +"1900 div_28" [id=1900, type=div]; +"1901 quantize_per_tensor_default_88" [id=1901, type=quantize_per_tensor]; +"1902 dequantize_per_tensor_default_88" [id=1902, type=dequantize_per_tensor]; +"1903 linalg_vector_norm_29" [id=1903, type=linalg_vector_norm]; +"1904 clamp_min_29" [id=1904, type=clamp_min]; 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_param_constant241_0_0" [id=1924, type=get_attr]; +"1925 scale_updated_constant90" [id=1925, type=get_attr]; +"1926 compressed_weight_updated_constant90" [id=1926, type=get_attr]; +"1927 mul_tensor_90" [id=1927, type=mul]; +"1928 zero_point_updated_constant90" [id=1928, type=get_attr]; +"1929 sub_tensor_90" [id=1929, type=sub]; +"1930 linear_89" [id=1930, type=linear]; +"1931 dropout_57" [id=1931, type=dropout]; +"1932 view_80" [id=1932, type=view]; +"1933 permute_67" [id=1933, type=permute]; +"1934 reshape_66" [id=1934, type=reshape]; +"1935 slice_218" [id=1935, type=slice]; +"1936 slice_219" [id=1936, type=slice]; +"1937 slice_220" [id=1937, type=slice]; +"1938 slice_221" [id=1938, type=slice]; +"1939 contiguous_27" [id=1939, type=contiguous]; +"1940 _param_constant242" [id=1940, type=get_attr]; +"1941 _param_constant243" [id=1941, type=get_attr]; +"1942 layer_norm_31" [id=1942, type=layer_norm]; +"1943 add_50" [id=1943, type=add]; +"1944 add_50_0_0_nncf_smooth_quant_0" [id=1944, type=call_module]; +"1945 quantize_per_tensor_default_91" [id=1945, type=quantize_per_tensor]; +"1946 dequantize_per_tensor_default_91" [id=1946, type=dequantize_per_tensor]; +"1947 _param_constant245_0_0" [id=1947, type=get_attr]; +"1948 scale_updated_constant91" [id=1948, type=get_attr]; +"1949 compressed_weight_updated_constant91" [id=1949, type=get_attr]; +"1950 mul_tensor_91" [id=1950, type=mul]; +"1951 zero_point_updated_constant91" [id=1951, type=get_attr]; +"1952 sub_tensor_91" [id=1952, type=sub]; +"1953 linear_90" [id=1953, type=linear]; +"1954 gelu_14" [id=1954, type=gelu]; +"1955 dropout_58" [id=1955, type=dropout]; +"1956 dropout_58_0_0_nncf_smooth_quant_0" [id=1956, type=call_module]; +"1957 quantize_per_tensor_default_92" [id=1957, type=quantize_per_tensor]; +"1958 dequantize_per_tensor_default_92" [id=1958, type=dequantize_per_tensor]; +"1959 _param_constant247_0_0" [id=1959, type=get_attr]; +"1960 scale_updated_constant92" [id=1960, type=get_attr]; +"1961 compressed_weight_updated_constant92" [id=1961, type=get_attr]; +"1962 mul_tensor_92" [id=1962, type=mul]; +"1963 zero_point_updated_constant92" [id=1963, type=get_attr]; +"1964 sub_tensor_92" [id=1964, type=sub]; +"1965 linear_91" [id=1965, type=linear]; +"1966 dropout_59" [id=1966, type=dropout]; +"1967 _param_constant248" [id=1967, type=get_attr]; +"1968 _param_constant249" [id=1968, type=get_attr]; +"1969 layer_norm_32" [id=1969, type=layer_norm]; +"1970 add_51" [id=1970, type=add]; +"1971 _tensor_constant93" [id=1971, type=get_attr]; +"1972 _tensor_constant93_0_0_nncf_smooth_quant_0" [id=1972, type=call_module]; +"1973 _param_constant251_0_0" [id=1973, type=get_attr]; +"1974 scale_updated_constant93" [id=1974, type=get_attr]; +"1975 compressed_weight_updated_constant93" [id=1975, type=get_attr]; +"1976 mul_tensor_93" [id=1976, type=mul]; +"1977 zero_point_updated_constant93" [id=1977, type=get_attr]; +"1978 sub_tensor_93" [id=1978, type=sub]; +"1979 linear_92" [id=1979, type=linear]; +"1980 relu__15" [id=1980, type=relu_]; +"1981 relu__15_0_0_nncf_smooth_quant_0" [id=1981, type=call_module]; +"1982 scale_updated_constant94" [id=1982, type=get_attr]; +"1983 compressed_weight_updated_constant94" [id=1983, type=get_attr]; +"1984 mul_tensor_94" [id=1984, type=mul]; +"1985 zero_point_updated_constant94" [id=1985, type=get_attr]; +"1986 sub_tensor_94" [id=1986, type=sub]; +"1987 linear_93" [id=1987, type=linear]; +"1988 view_81" [id=1988, type=view]; +"1989 _tensor_constant94" [id=1989, type=get_attr]; +"1990 index_15" [id=1990, type=index]; +"1991 view_82" [id=1991, type=view]; +"1992 permute_68" [id=1992, type=permute]; +"1993 contiguous_28" [id=1993, type=contiguous]; +"1994 unsqueeze_43" [id=1994, type=unsqueeze]; +"1995 sigmoid_15" [id=1995, type=sigmoid]; +"1996 mul_30" [id=1996, type=mul]; +"1997 pad_17" [id=1997, type=pad]; +"1998 roll_14" [id=1998, type=roll]; +"1999 view_83" [id=1999, type=view]; +"2000 permute_69" [id=2000, type=permute]; +"2001 reshape_67" [id=2001, type=reshape]; +"2002 reshape_67_0_0_nncf_smooth_quant_0" [id=2002, type=call_module]; +"2003 quantize_per_tensor_default_93" [id=2003, type=quantize_per_tensor]; +"2004 dequantize_per_tensor_default_93" [id=2004, type=dequantize_per_tensor]; +"2005 _param_constant253_0_0" [id=2005, type=get_attr]; +"2006 scale_updated_constant95" [id=2006, type=get_attr]; +"2007 compressed_weight_updated_constant95" [id=2007, type=get_attr]; +"2008 mul_tensor_95" [id=2008, type=mul]; +"2009 zero_point_updated_constant95" [id=2009, type=get_attr]; +"2010 sub_tensor_95" [id=2010, type=sub]; +"2011 linear_94" [id=2011, type=linear]; +"2012 reshape_68" [id=2012, type=reshape]; +"2013 permute_70" [id=2013, type=permute]; +"2014 select_45" [id=2014, type=select]; +"2015 select_46" [id=2015, type=select]; +"2016 select_47" [id=2016, type=select]; +"2017 linalg_vector_norm_30" [id=2017, type=linalg_vector_norm]; +"2018 clamp_min_30" [id=2018, type=clamp_min]; +"2019 expand_as_30" [id=2019, type=expand_as]; +"2020 div_30" [id=2020, type=div]; +"2021 quantize_per_tensor_default_94" [id=2021, type=quantize_per_tensor]; +"2022 dequantize_per_tensor_default_94" [id=2022, type=dequantize_per_tensor]; +"2023 linalg_vector_norm_31" [id=2023, type=linalg_vector_norm]; +"2024 clamp_min_31" [id=2024, type=clamp_min]; +"2025 expand_as_31" [id=2025, type=expand_as]; +"2026 div_31" [id=2026, type=div]; +"2027 quantize_per_tensor_default_95" [id=2027, type=quantize_per_tensor]; +"2028 dequantize_per_tensor_default_95" [id=2028, type=dequantize_per_tensor]; +"2029 transpose_30" [id=2029, type=transpose]; +"2030 matmul_30" [id=2030, type=matmul]; +"2031 _param_constant255" [id=2031, type=get_attr]; +"2032 clamp_15" [id=2032, type=clamp]; +"2033 exp_15" [id=2033, type=exp]; +"2034 mul_31" [id=2034, type=mul]; +"2035 add_52" [id=2035, type=add]; +"2036 new_zeros_7" [id=2036, type=new_zeros]; +"2037 view_84" [id=2037, type=view]; +"2038 permute_71" [id=2038, type=permute]; +"2039 reshape_69" [id=2039, type=reshape]; +"2040 unsqueeze_44" [id=2040, type=unsqueeze]; +"2041 unsqueeze_45" [id=2041, type=unsqueeze]; +"2042 sub_7" [id=2042, type=sub]; +"2043 ne_7" [id=2043, type=ne]; +"2044 masked_fill_14" [id=2044, type=masked_fill]; +"2045 eq_7" [id=2045, type=eq]; +"2046 masked_fill_15" [id=2046, type=masked_fill]; +"2047 view_85" [id=2047, type=view]; +"2048 unsqueeze_46" [id=2048, type=unsqueeze]; +"2049 unsqueeze_47" [id=2049, type=unsqueeze]; +"2050 add_53" [id=2050, type=add]; +"2051 view_86" [id=2051, type=view]; +"2052 softmax_15" [id=2052, type=softmax]; +"2053 dropout_60" [id=2053, type=dropout]; +"2054 matmul_31" [id=2054, type=matmul]; +"2055 transpose_31" [id=2055, type=transpose]; +"2056 reshape_70" [id=2056, type=reshape]; +"2057 reshape_70_0_0_nncf_smooth_quant_0" [id=2057, type=call_module]; +"2058 quantize_per_tensor_default_96" [id=2058, type=quantize_per_tensor]; +"2059 dequantize_per_tensor_default_96" [id=2059, type=dequantize_per_tensor]; 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add_54_0_0_nncf_smooth_quant_0" [id=2081, type=call_module]; +"2082 quantize_per_tensor_default_97" [id=2082, type=quantize_per_tensor]; +"2083 dequantize_per_tensor_default_97" [id=2083, type=dequantize_per_tensor]; +"2084 _param_constant261_0_0" [id=2084, type=get_attr]; +"2085 scale_updated_constant97" [id=2085, type=get_attr]; +"2086 compressed_weight_updated_constant97" [id=2086, type=get_attr]; +"2087 mul_tensor_97" [id=2087, type=mul]; +"2088 zero_point_updated_constant97" [id=2088, type=get_attr]; +"2089 sub_tensor_97" [id=2089, type=sub]; +"2090 linear_96" [id=2090, type=linear]; +"2091 gelu_15" [id=2091, type=gelu]; +"2092 dropout_62" [id=2092, type=dropout]; +"2093 dropout_62_0_0_nncf_smooth_quant_0" [id=2093, type=call_module]; +"2094 quantize_per_tensor_default_98" [id=2094, type=quantize_per_tensor]; +"2095 dequantize_per_tensor_default_98" [id=2095, type=dequantize_per_tensor]; +"2096 _param_constant263_0_0" [id=2096, type=get_attr]; +"2097 scale_updated_constant98" [id=2097, type=get_attr]; +"2098 compressed_weight_updated_constant98" [id=2098, type=get_attr]; +"2099 mul_tensor_98" [id=2099, type=mul]; +"2100 zero_point_updated_constant98" [id=2100, type=get_attr]; +"2101 sub_tensor_98" [id=2101, type=sub]; +"2102 linear_97" [id=2102, type=linear]; +"2103 dropout_63" [id=2103, type=dropout]; +"2104 _param_constant264" [id=2104, type=get_attr]; +"2105 _param_constant265" [id=2105, type=get_attr]; +"2106 layer_norm_34" [id=2106, type=layer_norm]; +"2107 add_55" [id=2107, type=add]; +"2108 _tensor_constant104" [id=2108, type=get_attr]; +"2109 _tensor_constant104_0_0_nncf_smooth_quant_0" [id=2109, type=call_module]; +"2110 _param_constant267_0_0" [id=2110, type=get_attr]; +"2111 scale_updated_constant99" [id=2111, type=get_attr]; +"2112 compressed_weight_updated_constant99" [id=2112, type=get_attr]; +"2113 mul_tensor_99" [id=2113, type=mul]; +"2114 zero_point_updated_constant99" [id=2114, type=get_attr]; +"2115 sub_tensor_99" [id=2115, type=sub]; 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reshape_72" [id=2137, type=reshape]; +"2138 reshape_72_0_0_nncf_smooth_quant_0" [id=2138, type=call_module]; +"2139 quantize_per_tensor_default_99" [id=2139, type=quantize_per_tensor]; +"2140 dequantize_per_tensor_default_99" [id=2140, type=dequantize_per_tensor]; +"2141 _param_constant269_0_0" [id=2141, type=get_attr]; +"2142 scale_updated_constant101" [id=2142, type=get_attr]; +"2143 compressed_weight_updated_constant101" [id=2143, type=get_attr]; +"2144 mul_tensor_101" [id=2144, type=mul]; +"2145 zero_point_updated_constant101" [id=2145, type=get_attr]; +"2146 sub_tensor_101" [id=2146, type=sub]; +"2147 linear_100" [id=2147, type=linear]; +"2148 reshape_73" [id=2148, type=reshape]; +"2149 permute_75" [id=2149, type=permute]; +"2150 select_48" [id=2150, type=select]; +"2151 select_49" [id=2151, type=select]; +"2152 select_50" [id=2152, type=select]; +"2153 linalg_vector_norm_32" [id=2153, type=linalg_vector_norm]; +"2154 clamp_min_32" [id=2154, type=clamp_min]; +"2155 expand_as_32" 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dropout_94_0_0_nncf_smooth_quant_0" [id=3125, type=call_module]; +"3126 quantize_per_tensor_default_147" [id=3126, type=quantize_per_tensor]; +"3127 dequantize_per_tensor_default_147" [id=3127, type=dequantize_per_tensor]; +"3128 _param_constant394_0_0" [id=3128, type=get_attr]; +"3129 scale_updated_constant147" [id=3129, type=get_attr]; +"3130 compressed_weight_updated_constant147" [id=3130, type=get_attr]; +"3131 mul_tensor_147" [id=3131, type=mul]; +"3132 zero_point_updated_constant147" [id=3132, type=get_attr]; +"3133 sub_tensor_147" [id=3133, type=sub]; +"3134 linear_146" [id=3134, type=linear]; +"3135 dropout_95" [id=3135, type=dropout]; +"3136 _param_constant395" [id=3136, type=get_attr]; +"3137 _param_constant396" [id=3137, type=get_attr]; +"3138 layer_norm_51" [id=3138, type=layer_norm]; +"3139 add_82" [id=3139, type=add]; +"3140 _param_constant397" [id=3140, type=get_attr]; +"3141 _param_constant398" [id=3141, type=get_attr]; +"3142 layer_norm_52" [id=3142, type=layer_norm]; +"3143 permute_108" [id=3143, type=permute]; +"3144 adaptive_avg_pool2d" [id=3144, type=adaptive_avg_pool2d]; +"3145 flatten" [id=3145, type=flatten]; +"3146 flatten_0_0_nncf_smooth_quant_0" [id=3146, type=call_module]; +"3147 quantize_per_tensor_default_148" [id=3147, type=quantize_per_tensor]; +"3148 dequantize_per_tensor_default_148" [id=3148, type=dequantize_per_tensor]; +"3149 _param_constant400_0_0" [id=3149, type=get_attr]; +"3150 scale_updated_constant148" [id=3150, type=get_attr]; +"3151 compressed_weight_updated_constant148" [id=3151, type=get_attr]; +"3152 mul_tensor_148" [id=3152, type=mul]; +"3153 zero_point_updated_constant148" [id=3153, type=get_attr]; +"3154 sub_tensor_148" [id=3154, type=sub]; +"3155 linear_147" [id=3155, type=linear]; +"3156 output" [id=3156, type=output]; "0 arg0_1" -> "1 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 _param_constant1" -> "9 conv2d" [label="(96,)", style=solid]; +"3 _param_constant1_0_0" -> "9 conv2d" [label="(96,)", style=solid]; "4 scale_updated_constant0" -> "6 mul_tensor" [label="(96, 1, 1, 1)", style=solid]; "5 compressed_weight_updated_constant0" -> "6 mul_tensor" [label="(96, 3, 4, 4)", style=solid]; "6 mul_tensor" -> "8 sub_tensor" [label="(96, 3, 4, 4)", style=solid]; @@ -3194,10 +3170,10 @@ strict digraph { "11 _param_constant2" -> "13 layer_norm" [label="(96,)", style=solid]; "12 _param_constant3" -> "13 layer_norm" [label="(96,)", style=solid]; "13 layer_norm" -> "40 pad" [label="(1, 56, 56, 96)", style=solid]; -"13 layer_norm" -> "103 add_1" [label="(1, 56, 56, 96)", style=solid]; -"14 _tensor_constant0" -> "16 _tensor_constant0_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"15 _param_constant5" -> "22 linear" [label="(512,)", style=solid]; -"16 _tensor_constant0_0_0_nncf_smooth_quant_0" -> "22 linear" [label="(1, 15, 15, 2)", style=solid]; +"13 layer_norm" -> "102 add_1" [label="(1, 56, 56, 96)", style=solid]; +"14 _tensor_constant0" -> "15 _tensor_constant0_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"15 _tensor_constant0_0_0_nncf_smooth_quant_0" -> "22 linear" [label="(1, 15, 15, 2)", style=solid]; +"16 _param_constant5_0_0" -> "22 linear" [label="(512,)", style=solid]; "17 scale_updated_constant1" -> "19 mul_tensor_1" [label="(512, 1)", style=solid]; "18 compressed_weight_updated_constant1" -> "19 mul_tensor_1" [label="(512, 2)", style=solid]; "19 mul_tensor_1" -> "21 sub_tensor_1" [label="(512, 2)", style=solid]; @@ -3220,3389 +3196,3365 @@ strict digraph { "36 contiguous" -> "37 unsqueeze" [label="(3, 64, 64)", style=solid]; "37 unsqueeze" -> "38 sigmoid" [label="(1, 3, 64, 64)", style=solid]; "38 sigmoid" -> "39 mul" [label="(1, 3, 64, 64)", style=solid]; -"39 mul" -> "78 add" [label="(1, 3, 64, 64)", style=solid]; +"39 mul" -> "77 add" [label="(1, 3, 64, 64)", style=solid]; "40 pad" -> "41 view_2" [label="(1, 56, 56, 96)", style=solid]; "41 view_2" -> "42 permute_2" [label="(1, 7, 8, 7, 8, 96)", style=solid]; "42 permute_2" -> "43 reshape" [label="(1, 7, 7, 8, 8, 96)", style=solid]; -"43 reshape" -> "46 reshape_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"44 _param_constant7" -> "45 clone" [label="(288,)", style=solid]; -"45 clone" -> "54 linear_2" [label="(288,)", style=solid]; -"46 reshape_0_0_nncf_smooth_quant_0" -> "47 quantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; -"47 quantize_per_tensor_default_1" -> "48 dequantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; -"48 dequantize_per_tensor_default_1" -> "54 linear_2" [label="(49, 64, 96)", style=solid]; -"49 scale_updated_constant3" -> "51 mul_tensor_3" [label="(288, 1)", style=solid]; -"50 compressed_weight_updated_constant3" -> "51 mul_tensor_3" [label="(288, 96)", style=solid]; -"51 mul_tensor_3" -> "53 sub_tensor_3" [label="(288, 96)", style=solid]; -"52 zero_point_updated_constant3" -> "53 sub_tensor_3" [label="(288, 1)", style=solid]; -"53 sub_tensor_3" -> "54 linear_2" [label="(288, 96)", style=solid]; -"54 linear_2" -> "55 reshape_1" [label="(49, 64, 288)", style=solid]; -"55 reshape_1" -> "56 permute_3" [label="(49, 64, 3, 3, 32)", style=solid]; -"56 permute_3" -> "57 select" [label="(3, 49, 3, 64, 32)", style=solid]; -"56 permute_3" -> "58 select_1" [label="(3, 49, 3, 64, 32)", style=solid]; -"56 permute_3" -> "59 select_2" [label="(3, 49, 3, 64, 32)", style=solid]; -"57 select" -> "60 linalg_vector_norm" [label="(49, 3, 64, 32)", style=solid]; -"57 select" -> "62 expand_as" [label="(49, 3, 64, 32)", style=solid]; -"57 select" -> "63 div" [label="(49, 3, 64, 32)", style=solid]; -"58 select_1" -> "66 linalg_vector_norm_1" [label="(49, 3, 64, 32)", style=solid]; -"58 select_1" -> "68 expand_as_1" [label="(49, 3, 64, 32)", style=solid]; -"58 select_1" -> "69 div_1" [label="(49, 3, 64, 32)", style=solid]; -"59 select_2" -> "81 matmul_1" [label="(49, 3, 64, 32)", style=solid]; -"60 linalg_vector_norm" -> "61 clamp_min" [label="(49, 3, 64, 1)", style=solid]; -"61 clamp_min" -> "62 expand_as" [label="(49, 3, 64, 1)", style=solid]; -"62 expand_as" -> "63 div" [label="(49, 3, 64, 32)", style=solid]; -"63 div" -> "64 quantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; -"64 quantize_per_tensor_default_2" -> "65 dequantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; -"65 dequantize_per_tensor_default_2" -> "73 matmul" [label="(49, 3, 64, 32)", style=solid]; -"66 linalg_vector_norm_1" -> "67 clamp_min_1" [label="(49, 3, 64, 1)", style=solid]; -"67 clamp_min_1" -> "68 expand_as_1" [label="(49, 3, 64, 1)", style=solid]; -"68 expand_as_1" -> "69 div_1" [label="(49, 3, 64, 32)", style=solid]; -"69 div_1" -> "70 quantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; -"70 quantize_per_tensor_default_3" -> "71 dequantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; -"71 dequantize_per_tensor_default_3" -> "72 transpose" [label="(49, 3, 64, 32)", style=solid]; -"72 transpose" -> "73 matmul" [label="(49, 3, 32, 64)", style=solid]; -"73 matmul" -> "77 mul_1" [label="(49, 3, 64, 64)", style=solid]; -"74 _param_constant9" -> "75 clamp" [label="(3, 1, 1)", style=solid]; -"75 clamp" -> "76 exp" [label="(3, 1, 1)", style=solid]; -"76 exp" -> "77 mul_1" [label="(3, 1, 1)", style=solid]; -"77 mul_1" -> "78 add" [label="(49, 3, 64, 64)", style=solid]; -"78 add" -> "79 softmax" [label="(49, 3, 64, 64)", style=solid]; -"79 softmax" -> "80 dropout" [label="(49, 3, 64, 64)", style=solid]; -"80 dropout" -> "81 matmul_1" [label="(49, 3, 64, 64)", style=solid]; -"81 matmul_1" -> "82 transpose_1" [label="(49, 3, 64, 32)", style=solid]; -"82 transpose_1" -> "83 reshape_2" [label="(49, 64, 3, 32)", style=solid]; -"83 reshape_2" -> "85 reshape_2_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"84 _param_constant11" -> "93 linear_3" [label="(96,)", style=solid]; -"85 reshape_2_0_0_nncf_smooth_quant_0" -> "86 quantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; -"86 quantize_per_tensor_default_4" -> "87 dequantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; -"87 dequantize_per_tensor_default_4" -> "93 linear_3" [label="(49, 64, 96)", style=solid]; -"88 scale_updated_constant4" -> "90 mul_tensor_4" [label="(96, 1)", style=solid]; -"89 compressed_weight_updated_constant4" -> "90 mul_tensor_4" [label="(96, 96)", style=solid]; -"90 mul_tensor_4" -> "92 sub_tensor_4" [label="(96, 96)", style=solid]; -"91 zero_point_updated_constant4" -> "92 sub_tensor_4" [label="(96, 1)", style=solid]; -"92 sub_tensor_4" -> "93 linear_3" [label="(96, 96)", style=solid]; -"93 linear_3" -> "94 dropout_1" [label="(49, 64, 96)", style=solid]; -"94 dropout_1" -> "95 view_3" [label="(49, 64, 96)", style=solid]; -"95 view_3" -> "96 permute_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; -"96 permute_4" -> "97 reshape_3" [label="(1, 7, 8, 7, 8, 96)", style=solid]; -"97 reshape_3" -> "98 slice_2" [label="(1, 56, 56, 96)", style=solid]; -"98 slice_2" -> "99 slice_3" [label="(1, 56, 56, 96)", style=solid]; -"99 slice_3" -> "102 layer_norm_1" [label="(1, 56, 56, 96)", style=solid]; -"100 _param_constant12" -> "102 layer_norm_1" [label="(96,)", style=solid]; -"101 _param_constant13" -> "102 layer_norm_1" [label="(96,)", style=solid]; -"102 layer_norm_1" -> "103 add_1" [label="(1, 56, 56, 96)", style=solid]; -"103 add_1" -> "105 add_1_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 96)", style=solid]; -"103 add_1" -> "130 add_2" [label="(1, 56, 56, 96)", style=solid]; -"104 _param_constant15" -> "113 linear_4" [label="(384,)", style=solid]; -"105 add_1_0_0_nncf_smooth_quant_0" -> "106 quantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; -"106 quantize_per_tensor_default_5" -> "107 dequantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; -"107 dequantize_per_tensor_default_5" -> "113 linear_4" [label="(1, 56, 56, 96)", style=solid]; -"108 scale_updated_constant5" -> "110 mul_tensor_5" [label="(384, 1)", style=solid]; -"109 compressed_weight_updated_constant5" -> "110 mul_tensor_5" [label="(384, 96)", style=solid]; -"110 mul_tensor_5" -> "112 sub_tensor_5" [label="(384, 96)", style=solid]; -"111 zero_point_updated_constant5" -> "112 sub_tensor_5" [label="(384, 1)", style=solid]; -"112 sub_tensor_5" -> "113 linear_4" [label="(384, 96)", style=solid]; -"113 linear_4" -> "114 gelu" [label="(1, 56, 56, 384)", style=solid]; -"114 gelu" -> "115 dropout_2" [label="(1, 56, 56, 384)", style=solid]; -"115 dropout_2" -> "117 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; -"116 _param_constant17" -> "125 linear_5" [label="(96,)", style=solid]; -"117 dropout_2_0_0_nncf_smooth_quant_0" -> "118 quantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; -"118 quantize_per_tensor_default_6" -> "119 dequantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; -"119 dequantize_per_tensor_default_6" -> "125 linear_5" [label="(1, 56, 56, 384)", style=solid]; -"120 scale_updated_constant6" -> "122 mul_tensor_6" [label="(96, 1)", style=solid]; -"121 compressed_weight_updated_constant6" -> "122 mul_tensor_6" [label="(96, 384)", style=solid]; -"122 mul_tensor_6" -> "124 sub_tensor_6" [label="(96, 384)", style=solid]; -"123 zero_point_updated_constant6" -> "124 sub_tensor_6" [label="(96, 1)", style=solid]; -"124 sub_tensor_6" -> "125 linear_5" [label="(96, 384)", style=solid]; -"125 linear_5" -> "126 dropout_3" [label="(1, 56, 56, 96)", style=solid]; -"126 dropout_3" -> "129 layer_norm_2" [label="(1, 56, 56, 96)", style=solid]; -"127 _param_constant18" -> "129 layer_norm_2" [label="(96,)", style=solid]; -"128 _param_constant19" -> "129 layer_norm_2" [label="(96,)", style=solid]; -"129 layer_norm_2" -> "130 add_2" [label="(1, 56, 56, 96)", style=solid]; -"130 add_2" -> "157 pad_1" [label="(1, 56, 56, 96)", style=solid]; -"130 add_2" -> "238 add_5" [label="(1, 56, 56, 96)", style=solid]; -"131 _tensor_constant2" -> "133 _tensor_constant2_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"132 _param_constant21" -> "139 linear_6" [label="(512,)", style=solid]; -"133 _tensor_constant2_0_0_nncf_smooth_quant_0" -> "139 linear_6" [label="(1, 15, 15, 2)", style=solid]; -"134 scale_updated_constant7" -> "136 mul_tensor_7" [label="(512, 1)", style=solid]; -"135 compressed_weight_updated_constant7" -> "136 mul_tensor_7" [label="(512, 2)", style=solid]; -"136 mul_tensor_7" -> "138 sub_tensor_7" [label="(512, 2)", style=solid]; -"137 zero_point_updated_constant7" -> "138 sub_tensor_7" [label="(512, 1)", style=solid]; -"138 sub_tensor_7" -> "139 linear_6" [label="(512, 2)", style=solid]; -"139 linear_6" -> "140 relu__1" [label="(1, 15, 15, 512)", style=solid]; -"140 relu__1" -> "141 relu__1_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"141 relu__1_0_0_nncf_smooth_quant_0" -> "147 linear_7" [label="(1, 15, 15, 512)", style=solid]; -"142 scale_updated_constant8" -> "144 mul_tensor_8" [label="(3, 1)", style=solid]; -"143 compressed_weight_updated_constant8" -> "144 mul_tensor_8" [label="(3, 512)", style=solid]; -"144 mul_tensor_8" -> "146 sub_tensor_8" [label="(3, 512)", style=solid]; -"145 zero_point_updated_constant8" -> "146 sub_tensor_8" [label="(3, 1)", style=solid]; -"146 sub_tensor_8" -> "147 linear_7" [label="(3, 512)", style=solid]; -"147 linear_7" -> "148 view_4" [label="(1, 15, 15, 3)", style=solid]; -"148 view_4" -> "150 index_1" [label="(225, 3)", style=solid]; -"149 _tensor_constant3" -> "150 index_1" [label="(4096,)", style=solid]; -"150 index_1" -> "151 view_5" [label="(4096, 3)", style=solid]; -"151 view_5" -> "152 permute_5" [label="(64, 64, 3)", style=solid]; -"152 permute_5" -> "153 contiguous_1" [label="(3, 64, 64)", style=solid]; -"153 contiguous_1" -> "154 unsqueeze_1" [label="(3, 64, 64)", style=solid]; -"154 unsqueeze_1" -> "155 sigmoid_1" [label="(1, 3, 64, 64)", style=solid]; -"155 sigmoid_1" -> "156 mul_2" [label="(1, 3, 64, 64)", style=solid]; -"156 mul_2" -> "196 add_3" [label="(1, 3, 64, 64)", style=solid]; -"157 pad_1" -> "158 roll" [label="(1, 56, 56, 96)", style=solid]; -"158 roll" -> "159 view_6" [label="(1, 56, 56, 96)", style=solid]; -"159 view_6" -> "160 permute_6" [label="(1, 7, 8, 7, 8, 96)", style=solid]; -"160 permute_6" -> "161 reshape_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; -"161 reshape_4" -> "164 reshape_4_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"161 reshape_4" -> "197 new_zeros" [label="(49, 64, 96)", style=solid]; -"162 _param_constant23" -> "163 clone_1" [label="(288,)", style=solid]; -"163 clone_1" -> "172 linear_8" [label="(288,)", style=solid]; -"164 reshape_4_0_0_nncf_smooth_quant_0" -> "165 quantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; -"165 quantize_per_tensor_default_7" -> "166 dequantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; -"166 dequantize_per_tensor_default_7" -> "172 linear_8" [label="(49, 64, 96)", style=solid]; -"167 scale_updated_constant9" -> "169 mul_tensor_9" [label="(288, 1)", style=solid]; -"168 compressed_weight_updated_constant9" -> "169 mul_tensor_9" [label="(288, 96)", style=solid]; -"169 mul_tensor_9" -> "171 sub_tensor_9" [label="(288, 96)", style=solid]; -"170 zero_point_updated_constant9" -> "171 sub_tensor_9" [label="(288, 1)", style=solid]; -"171 sub_tensor_9" -> "172 linear_8" [label="(288, 96)", style=solid]; -"172 linear_8" -> "173 reshape_5" [label="(49, 64, 288)", style=solid]; -"173 reshape_5" -> "174 permute_7" [label="(49, 64, 3, 3, 32)", style=solid]; -"174 permute_7" -> "175 select_3" [label="(3, 49, 3, 64, 32)", style=solid]; -"174 permute_7" -> "176 select_4" [label="(3, 49, 3, 64, 32)", style=solid]; -"174 permute_7" -> "177 select_5" [label="(3, 49, 3, 64, 32)", style=solid]; -"175 select_3" -> "178 linalg_vector_norm_2" [label="(49, 3, 64, 32)", style=solid]; -"175 select_3" -> "180 expand_as_2" [label="(49, 3, 64, 32)", style=solid]; -"175 select_3" -> "181 div_2" [label="(49, 3, 64, 32)", style=solid]; -"176 select_4" -> "184 linalg_vector_norm_3" [label="(49, 3, 64, 32)", style=solid]; -"176 select_4" -> "186 expand_as_3" [label="(49, 3, 64, 32)", style=solid]; -"176 select_4" -> "187 div_3" [label="(49, 3, 64, 32)", style=solid]; -"177 select_5" -> "215 matmul_3" [label="(49, 3, 64, 32)", style=solid]; -"178 linalg_vector_norm_2" -> "179 clamp_min_2" [label="(49, 3, 64, 1)", style=solid]; -"179 clamp_min_2" -> "180 expand_as_2" [label="(49, 3, 64, 1)", style=solid]; -"180 expand_as_2" -> "181 div_2" [label="(49, 3, 64, 32)", style=solid]; -"181 div_2" -> "182 quantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; -"182 quantize_per_tensor_default_8" -> "183 dequantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; -"183 dequantize_per_tensor_default_8" -> "191 matmul_2" [label="(49, 3, 64, 32)", style=solid]; -"184 linalg_vector_norm_3" -> "185 clamp_min_3" [label="(49, 3, 64, 1)", style=solid]; -"185 clamp_min_3" -> "186 expand_as_3" [label="(49, 3, 64, 1)", style=solid]; -"186 expand_as_3" -> "187 div_3" [label="(49, 3, 64, 32)", style=solid]; -"187 div_3" -> "188 quantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; -"188 quantize_per_tensor_default_9" -> "189 dequantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; -"189 dequantize_per_tensor_default_9" -> "190 transpose_2" [label="(49, 3, 64, 32)", style=solid]; -"190 transpose_2" -> "191 matmul_2" [label="(49, 3, 32, 64)", style=solid]; -"191 matmul_2" -> "195 mul_3" [label="(49, 3, 64, 64)", style=solid]; -"192 _param_constant25" -> "193 clamp_1" [label="(3, 1, 1)", style=solid]; -"193 clamp_1" -> "194 exp_1" [label="(3, 1, 1)", style=solid]; -"194 exp_1" -> "195 mul_3" [label="(3, 1, 1)", style=solid]; -"195 mul_3" -> "196 add_3" [label="(49, 3, 64, 64)", style=solid]; -"196 add_3" -> "208 view_8" [label="(49, 3, 64, 64)", style=solid]; -"197 new_zeros" -> "198 view_7" [label="(56, 56)", style=solid]; -"198 view_7" -> "199 permute_8" [label="(7, 8, 7, 8)", style=solid]; -"199 permute_8" -> "200 reshape_6" [label="(7, 7, 8, 8)", style=solid]; -"200 reshape_6" -> "201 unsqueeze_2" [label="(49, 64)", style=solid]; -"200 reshape_6" -> "202 unsqueeze_3" [label="(49, 64)", style=solid]; -"201 unsqueeze_2" -> "203 sub" [label="(49, 1, 64)", style=solid]; -"202 unsqueeze_3" -> "203 sub" [label="(49, 64, 1)", style=solid]; -"203 sub" -> "204 ne" [label="(49, 64, 64)", style=solid]; -"203 sub" -> "205 masked_fill" [label="(49, 64, 64)", style=solid]; -"203 sub" -> "206 eq" [label="(49, 64, 64)", style=solid]; -"204 ne" -> "205 masked_fill" [label="(49, 64, 64)", style=solid]; -"205 masked_fill" -> "207 masked_fill_1" [label="(49, 64, 64)", style=solid]; -"206 eq" -> "207 masked_fill_1" [label="(49, 64, 64)", style=solid]; -"207 masked_fill_1" -> "209 unsqueeze_4" [label="(49, 64, 64)", style=solid]; -"208 view_8" -> "211 add_4" [label="(1, 49, 3, 64, 64)", style=solid]; -"209 unsqueeze_4" -> "210 unsqueeze_5" [label="(49, 1, 64, 64)", style=solid]; -"210 unsqueeze_5" -> "211 add_4" [label="(1, 49, 1, 64, 64)", style=solid]; -"211 add_4" -> "212 view_9" [label="(1, 49, 3, 64, 64)", style=solid]; -"212 view_9" -> "213 softmax_1" [label="(49, 3, 64, 64)", style=solid]; -"213 softmax_1" -> "214 dropout_4" [label="(49, 3, 64, 64)", style=solid]; -"214 dropout_4" -> "215 matmul_3" [label="(49, 3, 64, 64)", style=solid]; -"215 matmul_3" -> "216 transpose_3" [label="(49, 3, 64, 32)", style=solid]; -"216 transpose_3" -> "217 reshape_7" [label="(49, 64, 3, 32)", style=solid]; -"217 reshape_7" -> "219 reshape_7_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"218 _param_constant27" -> "227 linear_9" [label="(96,)", style=solid]; -"219 reshape_7_0_0_nncf_smooth_quant_0" -> "220 quantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; -"220 quantize_per_tensor_default_10" -> "221 dequantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; -"221 dequantize_per_tensor_default_10" -> "227 linear_9" [label="(49, 64, 96)", style=solid]; -"222 scale_updated_constant10" -> "224 mul_tensor_10" [label="(96, 1)", style=solid]; -"223 compressed_weight_updated_constant10" -> "224 mul_tensor_10" [label="(96, 96)", style=solid]; -"224 mul_tensor_10" -> "226 sub_tensor_10" [label="(96, 96)", style=solid]; -"225 zero_point_updated_constant10" -> "226 sub_tensor_10" [label="(96, 1)", style=solid]; -"226 sub_tensor_10" -> "227 linear_9" [label="(96, 96)", style=solid]; -"227 linear_9" -> "228 dropout_5" [label="(49, 64, 96)", style=solid]; -"228 dropout_5" -> "229 view_10" [label="(49, 64, 96)", style=solid]; -"229 view_10" -> "230 permute_9" [label="(1, 7, 7, 8, 8, 96)", style=solid]; -"230 permute_9" -> "231 reshape_8" [label="(1, 7, 8, 7, 8, 96)", style=solid]; -"231 reshape_8" -> "232 roll_1" [label="(1, 56, 56, 96)", style=solid]; -"232 roll_1" -> "233 slice_23" [label="(1, 56, 56, 96)", style=solid]; -"233 slice_23" -> "234 slice_24" [label="(1, 56, 56, 96)", style=solid]; -"234 slice_24" -> "237 layer_norm_3" [label="(1, 56, 56, 96)", style=solid]; -"235 _param_constant28" -> "237 layer_norm_3" [label="(96,)", style=solid]; -"236 _param_constant29" -> "237 layer_norm_3" [label="(96,)", style=solid]; -"237 layer_norm_3" -> "238 add_5" [label="(1, 56, 56, 96)", style=solid]; -"238 add_5" -> "240 add_5_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 96)", style=solid]; -"238 add_5" -> "265 add_6" [label="(1, 56, 56, 96)", style=solid]; -"239 _param_constant31" -> "248 linear_10" [label="(384,)", style=solid]; -"240 add_5_0_0_nncf_smooth_quant_0" -> "241 quantize_per_tensor_default_11" [label="(1, 56, 56, 96)", style=solid]; -"241 quantize_per_tensor_default_11" -> "242 dequantize_per_tensor_default_11" [label="(1, 56, 56, 96)", style=solid]; -"242 dequantize_per_tensor_default_11" -> "248 linear_10" [label="(1, 56, 56, 96)", style=solid]; -"243 scale_updated_constant11" -> "245 mul_tensor_11" [label="(384, 1)", style=solid]; -"244 compressed_weight_updated_constant11" -> "245 mul_tensor_11" [label="(384, 96)", style=solid]; -"245 mul_tensor_11" -> "247 sub_tensor_11" [label="(384, 96)", style=solid]; -"246 zero_point_updated_constant11" -> "247 sub_tensor_11" [label="(384, 1)", style=solid]; -"247 sub_tensor_11" -> "248 linear_10" [label="(384, 96)", style=solid]; -"248 linear_10" -> "249 gelu_1" [label="(1, 56, 56, 384)", style=solid]; -"249 gelu_1" -> "250 dropout_6" [label="(1, 56, 56, 384)", style=solid]; -"250 dropout_6" -> "252 dropout_6_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; -"251 _param_constant33" -> "260 linear_11" [label="(96,)", style=solid]; -"252 dropout_6_0_0_nncf_smooth_quant_0" -> "253 quantize_per_tensor_default_12" [label="(1, 56, 56, 384)", style=solid]; -"253 quantize_per_tensor_default_12" -> "254 dequantize_per_tensor_default_12" [label="(1, 56, 56, 384)", style=solid]; -"254 dequantize_per_tensor_default_12" -> "260 linear_11" [label="(1, 56, 56, 384)", style=solid]; -"255 scale_updated_constant12" -> "257 mul_tensor_12" [label="(96, 1)", style=solid]; -"256 compressed_weight_updated_constant12" -> "257 mul_tensor_12" [label="(96, 384)", style=solid]; -"257 mul_tensor_12" -> "259 sub_tensor_12" [label="(96, 384)", style=solid]; -"258 zero_point_updated_constant12" -> "259 sub_tensor_12" [label="(96, 1)", style=solid]; -"259 sub_tensor_12" -> "260 linear_11" [label="(96, 384)", style=solid]; -"260 linear_11" -> "261 dropout_7" [label="(1, 56, 56, 96)", style=solid]; -"261 dropout_7" -> "264 layer_norm_4" [label="(1, 56, 56, 96)", style=solid]; -"262 _param_constant34" -> "264 layer_norm_4" [label="(96,)", style=solid]; -"263 _param_constant35" -> "264 layer_norm_4" [label="(96,)", style=solid]; -"264 layer_norm_4" -> "265 add_6" [label="(1, 56, 56, 96)", style=solid]; -"265 add_6" -> "266 pad_2" [label="(1, 56, 56, 96)", style=solid]; -"266 pad_2" -> "267 slice_25" [label="(1, 56, 56, 96)", style=solid]; -"266 pad_2" -> "270 slice_28" [label="(1, 56, 56, 96)", style=solid]; -"266 pad_2" -> "273 slice_31" [label="(1, 56, 56, 96)", style=solid]; -"266 pad_2" -> "276 slice_34" [label="(1, 56, 56, 96)", style=solid]; -"267 slice_25" -> "268 slice_26" [label="(1, 28, 56, 96)", style=solid]; -"268 slice_26" -> "269 slice_27" [label="(1, 28, 28, 96)", style=solid]; -"269 slice_27" -> "279 cat" [label="(1, 28, 28, 96)", style=solid]; -"270 slice_28" -> "271 slice_29" [label="(1, 28, 56, 96)", style=solid]; -"271 slice_29" -> "272 slice_30" [label="(1, 28, 28, 96)", style=solid]; -"272 slice_30" -> "279 cat" [label="(1, 28, 28, 96)", style=solid]; -"273 slice_31" -> "274 slice_32" [label="(1, 28, 56, 96)", style=solid]; -"274 slice_32" -> "275 slice_33" [label="(1, 28, 28, 96)", style=solid]; -"275 slice_33" -> "279 cat" [label="(1, 28, 28, 96)", style=solid]; -"276 slice_34" -> "277 slice_35" [label="(1, 28, 56, 96)", style=solid]; -"277 slice_35" -> "278 slice_36" [label="(1, 28, 28, 96)", style=solid]; -"278 slice_36" -> "279 cat" [label="(1, 28, 28, 96)", style=solid]; -"279 cat" -> "280 cat_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 384)", style=solid]; -"280 cat_0_0_nncf_smooth_quant_0" -> "281 quantize_per_tensor_default_13" [label="(1, 28, 28, 384)", style=solid]; -"281 quantize_per_tensor_default_13" -> "282 dequantize_per_tensor_default_13" [label="(1, 28, 28, 384)", style=solid]; -"282 dequantize_per_tensor_default_13" -> "288 linear_12" [label="(1, 28, 28, 384)", style=solid]; -"283 scale_updated_constant13" -> "285 mul_tensor_13" [label="(192, 1)", style=solid]; -"284 compressed_weight_updated_constant13" -> "285 mul_tensor_13" [label="(192, 384)", style=solid]; -"285 mul_tensor_13" -> "287 sub_tensor_13" [label="(192, 384)", style=solid]; -"286 zero_point_updated_constant13" -> "287 sub_tensor_13" [label="(192, 1)", style=solid]; -"287 sub_tensor_13" -> "288 linear_12" [label="(192, 384)", style=solid]; -"288 linear_12" -> "291 layer_norm_5" [label="(1, 28, 28, 192)", style=solid]; -"289 _param_constant37" -> "291 layer_norm_5" [label="(192,)", style=solid]; -"290 _param_constant38" -> "291 layer_norm_5" [label="(192,)", style=solid]; -"291 layer_norm_5" -> "318 pad_3" [label="(1, 28, 28, 192)", style=solid]; -"291 layer_norm_5" -> "384 add_8" [label="(1, 28, 28, 192)", style=solid]; -"292 _tensor_constant13" -> "294 _tensor_constant13_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"293 _param_constant40" -> "300 linear_13" [label="(512,)", style=solid]; -"294 _tensor_constant13_0_0_nncf_smooth_quant_0" -> "300 linear_13" [label="(1, 15, 15, 2)", style=solid]; -"295 scale_updated_constant14" -> "297 mul_tensor_14" [label="(512, 1)", style=solid]; -"296 compressed_weight_updated_constant14" -> "297 mul_tensor_14" [label="(512, 2)", style=solid]; -"297 mul_tensor_14" -> "299 sub_tensor_14" [label="(512, 2)", style=solid]; -"298 zero_point_updated_constant14" -> "299 sub_tensor_14" [label="(512, 1)", style=solid]; -"299 sub_tensor_14" -> "300 linear_13" [label="(512, 2)", style=solid]; -"300 linear_13" -> "301 relu__2" [label="(1, 15, 15, 512)", style=solid]; -"301 relu__2" -> "302 relu__2_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"302 relu__2_0_0_nncf_smooth_quant_0" -> "308 linear_14" [label="(1, 15, 15, 512)", style=solid]; -"303 scale_updated_constant15" -> "305 mul_tensor_15" [label="(6, 1)", style=solid]; -"304 compressed_weight_updated_constant15" -> "305 mul_tensor_15" [label="(6, 512)", style=solid]; -"305 mul_tensor_15" -> "307 sub_tensor_15" [label="(6, 512)", style=solid]; -"306 zero_point_updated_constant15" -> "307 sub_tensor_15" [label="(6, 1)", style=solid]; -"307 sub_tensor_15" -> "308 linear_14" [label="(6, 512)", style=solid]; -"308 linear_14" -> "309 view_11" [label="(1, 15, 15, 6)", style=solid]; -"309 view_11" -> "311 index_2" [label="(225, 6)", style=solid]; -"310 _tensor_constant14" -> "311 index_2" [label="(4096,)", style=solid]; -"311 index_2" -> "312 view_12" [label="(4096, 6)", style=solid]; -"312 view_12" -> "313 permute_10" [label="(64, 64, 6)", style=solid]; -"313 permute_10" -> "314 contiguous_2" [label="(6, 64, 64)", style=solid]; -"314 contiguous_2" -> "315 unsqueeze_6" [label="(6, 64, 64)", style=solid]; -"315 unsqueeze_6" -> "316 sigmoid_2" [label="(1, 6, 64, 64)", style=solid]; -"316 sigmoid_2" -> "317 mul_4" [label="(1, 6, 64, 64)", style=solid]; -"317 mul_4" -> "356 add_7" [label="(1, 6, 64, 64)", style=solid]; -"318 pad_3" -> "319 view_13" [label="(1, 32, 32, 192)", style=solid]; -"319 view_13" -> "320 permute_11" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"320 permute_11" -> "321 reshape_9" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"321 reshape_9" -> "324 reshape_9_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"322 _param_constant42" -> "323 clone_2" [label="(576,)", style=solid]; -"323 clone_2" -> "332 linear_15" [label="(576,)", style=solid]; -"324 reshape_9_0_0_nncf_smooth_quant_0" -> "325 quantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; -"325 quantize_per_tensor_default_14" -> "326 dequantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; -"326 dequantize_per_tensor_default_14" -> "332 linear_15" [label="(16, 64, 192)", style=solid]; -"327 scale_updated_constant16" -> "329 mul_tensor_16" [label="(576, 1)", style=solid]; -"328 compressed_weight_updated_constant16" -> "329 mul_tensor_16" [label="(576, 192)", style=solid]; -"329 mul_tensor_16" -> "331 sub_tensor_16" [label="(576, 192)", style=solid]; -"330 zero_point_updated_constant16" -> "331 sub_tensor_16" [label="(576, 1)", style=solid]; -"331 sub_tensor_16" -> "332 linear_15" [label="(576, 192)", style=solid]; -"332 linear_15" -> "333 reshape_10" [label="(16, 64, 576)", style=solid]; -"333 reshape_10" -> "334 permute_12" [label="(16, 64, 3, 6, 32)", style=solid]; -"334 permute_12" -> "335 select_6" [label="(3, 16, 6, 64, 32)", style=solid]; -"334 permute_12" -> "336 select_7" [label="(3, 16, 6, 64, 32)", style=solid]; -"334 permute_12" -> "337 select_8" [label="(3, 16, 6, 64, 32)", style=solid]; -"335 select_6" -> "338 linalg_vector_norm_4" [label="(16, 6, 64, 32)", style=solid]; -"335 select_6" -> "340 expand_as_4" [label="(16, 6, 64, 32)", style=solid]; -"335 select_6" -> "341 div_4" [label="(16, 6, 64, 32)", style=solid]; -"336 select_7" -> "344 linalg_vector_norm_5" [label="(16, 6, 64, 32)", style=solid]; -"336 select_7" -> "346 expand_as_5" [label="(16, 6, 64, 32)", style=solid]; -"336 select_7" -> "347 div_5" [label="(16, 6, 64, 32)", style=solid]; -"337 select_8" -> "359 matmul_5" [label="(16, 6, 64, 32)", style=solid]; -"338 linalg_vector_norm_4" -> "339 clamp_min_4" [label="(16, 6, 64, 1)", style=solid]; -"339 clamp_min_4" -> "340 expand_as_4" [label="(16, 6, 64, 1)", style=solid]; -"340 expand_as_4" -> "341 div_4" [label="(16, 6, 64, 32)", style=solid]; -"341 div_4" -> "342 quantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; -"342 quantize_per_tensor_default_15" -> "343 dequantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; -"343 dequantize_per_tensor_default_15" -> "351 matmul_4" [label="(16, 6, 64, 32)", style=solid]; -"344 linalg_vector_norm_5" -> "345 clamp_min_5" [label="(16, 6, 64, 1)", style=solid]; -"345 clamp_min_5" -> "346 expand_as_5" [label="(16, 6, 64, 1)", style=solid]; -"346 expand_as_5" -> "347 div_5" [label="(16, 6, 64, 32)", style=solid]; -"347 div_5" -> "348 quantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; -"348 quantize_per_tensor_default_16" -> "349 dequantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; -"349 dequantize_per_tensor_default_16" -> "350 transpose_4" [label="(16, 6, 64, 32)", style=solid]; -"350 transpose_4" -> "351 matmul_4" [label="(16, 6, 32, 64)", style=solid]; -"351 matmul_4" -> "355 mul_5" [label="(16, 6, 64, 64)", style=solid]; -"352 _param_constant44" -> "353 clamp_2" [label="(6, 1, 1)", style=solid]; -"353 clamp_2" -> "354 exp_2" [label="(6, 1, 1)", style=solid]; -"354 exp_2" -> "355 mul_5" [label="(6, 1, 1)", style=solid]; -"355 mul_5" -> "356 add_7" [label="(16, 6, 64, 64)", style=solid]; -"356 add_7" -> "357 softmax_2" [label="(16, 6, 64, 64)", style=solid]; -"357 softmax_2" -> "358 dropout_8" [label="(16, 6, 64, 64)", style=solid]; -"358 dropout_8" -> "359 matmul_5" [label="(16, 6, 64, 64)", style=solid]; -"359 matmul_5" -> "360 transpose_5" [label="(16, 6, 64, 32)", style=solid]; -"360 transpose_5" -> "361 reshape_11" [label="(16, 64, 6, 32)", style=solid]; -"361 reshape_11" -> "363 reshape_11_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"362 _param_constant46" -> "371 linear_16" [label="(192,)", style=solid]; -"363 reshape_11_0_0_nncf_smooth_quant_0" -> "364 quantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; -"364 quantize_per_tensor_default_17" -> "365 dequantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; -"365 dequantize_per_tensor_default_17" -> "371 linear_16" [label="(16, 64, 192)", style=solid]; -"366 scale_updated_constant17" -> "368 mul_tensor_17" [label="(192, 1)", style=solid]; -"367 compressed_weight_updated_constant17" -> "368 mul_tensor_17" [label="(192, 192)", style=solid]; -"368 mul_tensor_17" -> "370 sub_tensor_17" [label="(192, 192)", style=solid]; -"369 zero_point_updated_constant17" -> "370 sub_tensor_17" [label="(192, 1)", style=solid]; -"370 sub_tensor_17" -> "371 linear_16" [label="(192, 192)", style=solid]; -"371 linear_16" -> "372 dropout_9" [label="(16, 64, 192)", style=solid]; -"372 dropout_9" -> "373 view_14" [label="(16, 64, 192)", style=solid]; -"373 view_14" -> "374 permute_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"374 permute_13" -> "375 reshape_12" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"375 reshape_12" -> "376 slice_38" [label="(1, 32, 32, 192)", style=solid]; -"376 slice_38" -> "377 slice_39" [label="(1, 32, 32, 192)", style=solid]; -"377 slice_39" -> "378 slice_40" [label="(1, 28, 32, 192)", style=solid]; -"378 slice_40" -> "379 slice_41" [label="(1, 28, 28, 192)", style=solid]; -"379 slice_41" -> "380 contiguous_3" [label="(1, 28, 28, 192)", style=solid]; -"380 contiguous_3" -> "383 layer_norm_6" [label="(1, 28, 28, 192)", style=solid]; -"381 _param_constant47" -> "383 layer_norm_6" [label="(192,)", style=solid]; -"382 _param_constant48" -> "383 layer_norm_6" [label="(192,)", style=solid]; -"383 layer_norm_6" -> "384 add_8" [label="(1, 28, 28, 192)", style=solid]; -"384 add_8" -> "386 add_8_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 192)", style=solid]; -"384 add_8" -> "411 add_9" [label="(1, 28, 28, 192)", style=solid]; -"385 _param_constant50" -> "394 linear_17" [label="(768,)", style=solid]; -"386 add_8_0_0_nncf_smooth_quant_0" -> "387 quantize_per_tensor_default_18" [label="(1, 28, 28, 192)", style=solid]; -"387 quantize_per_tensor_default_18" -> "388 dequantize_per_tensor_default_18" [label="(1, 28, 28, 192)", style=solid]; -"388 dequantize_per_tensor_default_18" -> "394 linear_17" [label="(1, 28, 28, 192)", style=solid]; -"389 scale_updated_constant18" -> "391 mul_tensor_18" [label="(768, 1)", style=solid]; -"390 compressed_weight_updated_constant18" -> "391 mul_tensor_18" [label="(768, 192)", style=solid]; -"391 mul_tensor_18" -> "393 sub_tensor_18" [label="(768, 192)", style=solid]; -"392 zero_point_updated_constant18" -> "393 sub_tensor_18" [label="(768, 1)", style=solid]; -"393 sub_tensor_18" -> "394 linear_17" [label="(768, 192)", style=solid]; -"394 linear_17" -> "395 gelu_2" [label="(1, 28, 28, 768)", style=solid]; -"395 gelu_2" -> "396 dropout_10" [label="(1, 28, 28, 768)", style=solid]; -"396 dropout_10" -> "398 dropout_10_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 768)", style=solid]; -"397 _param_constant52" -> "406 linear_18" [label="(192,)", style=solid]; -"398 dropout_10_0_0_nncf_smooth_quant_0" -> "399 quantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; -"399 quantize_per_tensor_default_19" -> "400 dequantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; -"400 dequantize_per_tensor_default_19" -> "406 linear_18" [label="(1, 28, 28, 768)", style=solid]; -"401 scale_updated_constant19" -> "403 mul_tensor_19" [label="(192, 1)", style=solid]; -"402 compressed_weight_updated_constant19" -> "403 mul_tensor_19" [label="(192, 768)", style=solid]; -"403 mul_tensor_19" -> "405 sub_tensor_19" [label="(192, 768)", style=solid]; -"404 zero_point_updated_constant19" -> "405 sub_tensor_19" [label="(192, 1)", style=solid]; -"405 sub_tensor_19" -> "406 linear_18" [label="(192, 768)", style=solid]; -"406 linear_18" -> "407 dropout_11" [label="(1, 28, 28, 192)", style=solid]; -"407 dropout_11" -> "410 layer_norm_7" [label="(1, 28, 28, 192)", style=solid]; -"408 _param_constant53" -> "410 layer_norm_7" [label="(192,)", style=solid]; -"409 _param_constant54" -> "410 layer_norm_7" [label="(192,)", style=solid]; -"410 layer_norm_7" -> "411 add_9" [label="(1, 28, 28, 192)", style=solid]; -"411 add_9" -> "438 pad_4" [label="(1, 28, 28, 192)", style=solid]; -"411 add_9" -> "522 add_12" [label="(1, 28, 28, 192)", style=solid]; -"412 _tensor_constant15" -> "414 _tensor_constant15_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"413 _param_constant56" -> "420 linear_19" [label="(512,)", style=solid]; -"414 _tensor_constant15_0_0_nncf_smooth_quant_0" -> "420 linear_19" [label="(1, 15, 15, 2)", style=solid]; -"415 scale_updated_constant20" -> "417 mul_tensor_20" [label="(512, 1)", style=solid]; -"416 compressed_weight_updated_constant20" -> "417 mul_tensor_20" [label="(512, 2)", style=solid]; -"417 mul_tensor_20" -> "419 sub_tensor_20" [label="(512, 2)", style=solid]; -"418 zero_point_updated_constant20" -> "419 sub_tensor_20" [label="(512, 1)", style=solid]; -"419 sub_tensor_20" -> "420 linear_19" [label="(512, 2)", style=solid]; -"420 linear_19" -> "421 relu__3" [label="(1, 15, 15, 512)", style=solid]; -"421 relu__3" -> "422 relu__3_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"422 relu__3_0_0_nncf_smooth_quant_0" -> "428 linear_20" [label="(1, 15, 15, 512)", style=solid]; -"423 scale_updated_constant21" -> "425 mul_tensor_21" [label="(6, 1)", style=solid]; -"424 compressed_weight_updated_constant21" -> "425 mul_tensor_21" [label="(6, 512)", style=solid]; -"425 mul_tensor_21" -> "427 sub_tensor_21" [label="(6, 512)", style=solid]; -"426 zero_point_updated_constant21" -> "427 sub_tensor_21" [label="(6, 1)", style=solid]; -"427 sub_tensor_21" -> "428 linear_20" [label="(6, 512)", style=solid]; -"428 linear_20" -> "429 view_15" [label="(1, 15, 15, 6)", style=solid]; -"429 view_15" -> "431 index_3" [label="(225, 6)", style=solid]; -"430 _tensor_constant16" -> "431 index_3" [label="(4096,)", style=solid]; -"431 index_3" -> "432 view_16" [label="(4096, 6)", style=solid]; -"432 view_16" -> "433 permute_14" [label="(64, 64, 6)", style=solid]; -"433 permute_14" -> "434 contiguous_4" [label="(6, 64, 64)", style=solid]; -"434 contiguous_4" -> "435 unsqueeze_7" [label="(6, 64, 64)", style=solid]; -"435 unsqueeze_7" -> "436 sigmoid_3" [label="(1, 6, 64, 64)", style=solid]; -"436 sigmoid_3" -> "437 mul_6" [label="(1, 6, 64, 64)", style=solid]; -"437 mul_6" -> "477 add_10" [label="(1, 6, 64, 64)", style=solid]; -"438 pad_4" -> "439 roll_2" [label="(1, 32, 32, 192)", style=solid]; -"439 roll_2" -> "440 view_17" [label="(1, 32, 32, 192)", style=solid]; -"440 view_17" -> "441 permute_15" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"441 permute_15" -> "442 reshape_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"442 reshape_13" -> "445 reshape_13_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"442 reshape_13" -> "478 new_zeros_1" [label="(16, 64, 192)", style=solid]; -"443 _param_constant58" -> "444 clone_3" [label="(576,)", style=solid]; -"444 clone_3" -> "453 linear_21" [label="(576,)", style=solid]; -"445 reshape_13_0_0_nncf_smooth_quant_0" -> "446 quantize_per_tensor_default_20" [label="(16, 64, 192)", style=solid]; -"446 quantize_per_tensor_default_20" -> "447 dequantize_per_tensor_default_20" [label="(16, 64, 192)", style=solid]; -"447 dequantize_per_tensor_default_20" -> "453 linear_21" [label="(16, 64, 192)", style=solid]; -"448 scale_updated_constant22" -> "450 mul_tensor_22" [label="(576, 1)", style=solid]; -"449 compressed_weight_updated_constant22" -> "450 mul_tensor_22" [label="(576, 192)", style=solid]; -"450 mul_tensor_22" -> "452 sub_tensor_22" [label="(576, 192)", style=solid]; -"451 zero_point_updated_constant22" -> "452 sub_tensor_22" [label="(576, 1)", style=solid]; -"452 sub_tensor_22" -> "453 linear_21" [label="(576, 192)", style=solid]; -"453 linear_21" -> "454 reshape_14" [label="(16, 64, 576)", style=solid]; -"454 reshape_14" -> "455 permute_16" [label="(16, 64, 3, 6, 32)", style=solid]; -"455 permute_16" -> "456 select_9" [label="(3, 16, 6, 64, 32)", style=solid]; -"455 permute_16" -> "457 select_10" [label="(3, 16, 6, 64, 32)", style=solid]; -"455 permute_16" -> "458 select_11" [label="(3, 16, 6, 64, 32)", style=solid]; -"456 select_9" -> "459 linalg_vector_norm_6" [label="(16, 6, 64, 32)", style=solid]; -"456 select_9" -> "461 expand_as_6" [label="(16, 6, 64, 32)", style=solid]; -"456 select_9" -> "462 div_6" [label="(16, 6, 64, 32)", style=solid]; -"457 select_10" -> "465 linalg_vector_norm_7" [label="(16, 6, 64, 32)", style=solid]; -"457 select_10" -> "467 expand_as_7" [label="(16, 6, 64, 32)", style=solid]; -"457 select_10" -> "468 div_7" [label="(16, 6, 64, 32)", style=solid]; -"458 select_11" -> "496 matmul_7" [label="(16, 6, 64, 32)", style=solid]; -"459 linalg_vector_norm_6" -> "460 clamp_min_6" [label="(16, 6, 64, 1)", style=solid]; -"460 clamp_min_6" -> "461 expand_as_6" [label="(16, 6, 64, 1)", style=solid]; -"461 expand_as_6" -> "462 div_6" [label="(16, 6, 64, 32)", style=solid]; -"462 div_6" -> "463 quantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; -"463 quantize_per_tensor_default_21" -> "464 dequantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; -"464 dequantize_per_tensor_default_21" -> "472 matmul_6" [label="(16, 6, 64, 32)", style=solid]; -"465 linalg_vector_norm_7" -> "466 clamp_min_7" [label="(16, 6, 64, 1)", style=solid]; -"466 clamp_min_7" -> "467 expand_as_7" [label="(16, 6, 64, 1)", style=solid]; -"467 expand_as_7" -> "468 div_7" [label="(16, 6, 64, 32)", style=solid]; -"468 div_7" -> "469 quantize_per_tensor_default_22" [label="(16, 6, 64, 32)", style=solid]; -"469 quantize_per_tensor_default_22" -> "470 dequantize_per_tensor_default_22" [label="(16, 6, 64, 32)", style=solid]; -"470 dequantize_per_tensor_default_22" -> "471 transpose_6" [label="(16, 6, 64, 32)", style=solid]; -"471 transpose_6" -> "472 matmul_6" [label="(16, 6, 32, 64)", style=solid]; -"472 matmul_6" -> "476 mul_7" [label="(16, 6, 64, 64)", style=solid]; -"473 _param_constant60" -> "474 clamp_3" [label="(6, 1, 1)", style=solid]; -"474 clamp_3" -> "475 exp_3" [label="(6, 1, 1)", style=solid]; -"475 exp_3" -> "476 mul_7" [label="(6, 1, 1)", style=solid]; -"476 mul_7" -> "477 add_10" [label="(16, 6, 64, 64)", style=solid]; -"477 add_10" -> "489 view_19" [label="(16, 6, 64, 64)", style=solid]; -"478 new_zeros_1" -> "479 view_18" [label="(32, 32)", style=solid]; -"479 view_18" -> "480 permute_17" [label="(4, 8, 4, 8)", style=solid]; -"480 permute_17" -> "481 reshape_15" [label="(4, 4, 8, 8)", style=solid]; -"481 reshape_15" -> "482 unsqueeze_8" [label="(16, 64)", style=solid]; -"481 reshape_15" -> "483 unsqueeze_9" [label="(16, 64)", style=solid]; -"482 unsqueeze_8" -> "484 sub_1" [label="(16, 1, 64)", style=solid]; -"483 unsqueeze_9" -> "484 sub_1" [label="(16, 64, 1)", style=solid]; -"484 sub_1" -> "485 ne_1" [label="(16, 64, 64)", style=solid]; -"484 sub_1" -> "486 masked_fill_2" [label="(16, 64, 64)", style=solid]; -"484 sub_1" -> "487 eq_1" [label="(16, 64, 64)", style=solid]; -"485 ne_1" -> "486 masked_fill_2" [label="(16, 64, 64)", style=solid]; -"486 masked_fill_2" -> "488 masked_fill_3" [label="(16, 64, 64)", style=solid]; -"487 eq_1" -> "488 masked_fill_3" [label="(16, 64, 64)", style=solid]; -"488 masked_fill_3" -> "490 unsqueeze_10" [label="(16, 64, 64)", style=solid]; -"489 view_19" -> "492 add_11" [label="(1, 16, 6, 64, 64)", style=solid]; -"490 unsqueeze_10" -> "491 unsqueeze_11" [label="(16, 1, 64, 64)", style=solid]; -"491 unsqueeze_11" -> "492 add_11" [label="(1, 16, 1, 64, 64)", style=solid]; -"492 add_11" -> "493 view_20" [label="(1, 16, 6, 64, 64)", style=solid]; -"493 view_20" -> "494 softmax_3" [label="(16, 6, 64, 64)", style=solid]; -"494 softmax_3" -> "495 dropout_12" [label="(16, 6, 64, 64)", style=solid]; -"495 dropout_12" -> "496 matmul_7" [label="(16, 6, 64, 64)", style=solid]; -"496 matmul_7" -> "497 transpose_7" [label="(16, 6, 64, 32)", style=solid]; -"497 transpose_7" -> "498 reshape_16" [label="(16, 64, 6, 32)", style=solid]; -"498 reshape_16" -> "500 reshape_16_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"499 _param_constant62" -> "508 linear_22" [label="(192,)", style=solid]; -"500 reshape_16_0_0_nncf_smooth_quant_0" -> "501 quantize_per_tensor_default_23" [label="(16, 64, 192)", style=solid]; -"501 quantize_per_tensor_default_23" -> "502 dequantize_per_tensor_default_23" [label="(16, 64, 192)", style=solid]; -"502 dequantize_per_tensor_default_23" -> "508 linear_22" [label="(16, 64, 192)", style=solid]; -"503 scale_updated_constant23" -> "505 mul_tensor_23" [label="(192, 1)", style=solid]; -"504 compressed_weight_updated_constant23" -> "505 mul_tensor_23" [label="(192, 192)", style=solid]; -"505 mul_tensor_23" -> "507 sub_tensor_23" [label="(192, 192)", style=solid]; -"506 zero_point_updated_constant23" -> "507 sub_tensor_23" [label="(192, 1)", style=solid]; -"507 sub_tensor_23" -> "508 linear_22" [label="(192, 192)", style=solid]; -"508 linear_22" -> "509 dropout_13" [label="(16, 64, 192)", style=solid]; -"509 dropout_13" -> "510 view_21" [label="(16, 64, 192)", style=solid]; -"510 view_21" -> "511 permute_18" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"511 permute_18" -> "512 reshape_17" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"512 reshape_17" -> "513 roll_3" [label="(1, 32, 32, 192)", style=solid]; -"513 roll_3" -> "514 slice_61" [label="(1, 32, 32, 192)", style=solid]; -"514 slice_61" -> "515 slice_62" [label="(1, 32, 32, 192)", style=solid]; -"515 slice_62" -> "516 slice_63" [label="(1, 28, 32, 192)", style=solid]; -"516 slice_63" -> "517 slice_64" [label="(1, 28, 28, 192)", style=solid]; -"517 slice_64" -> "518 contiguous_5" [label="(1, 28, 28, 192)", style=solid]; -"518 contiguous_5" -> "521 layer_norm_8" [label="(1, 28, 28, 192)", style=solid]; -"519 _param_constant63" -> "521 layer_norm_8" [label="(192,)", style=solid]; -"520 _param_constant64" -> "521 layer_norm_8" [label="(192,)", style=solid]; -"521 layer_norm_8" -> "522 add_12" [label="(1, 28, 28, 192)", style=solid]; -"522 add_12" -> "524 add_12_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 192)", style=solid]; -"522 add_12" -> "549 add_13" [label="(1, 28, 28, 192)", style=solid]; -"523 _param_constant66" -> "532 linear_23" [label="(768,)", style=solid]; -"524 add_12_0_0_nncf_smooth_quant_0" -> "525 quantize_per_tensor_default_24" [label="(1, 28, 28, 192)", style=solid]; -"525 quantize_per_tensor_default_24" -> "526 dequantize_per_tensor_default_24" [label="(1, 28, 28, 192)", style=solid]; -"526 dequantize_per_tensor_default_24" -> "532 linear_23" [label="(1, 28, 28, 192)", style=solid]; -"527 scale_updated_constant24" -> "529 mul_tensor_24" [label="(768, 1)", style=solid]; -"528 compressed_weight_updated_constant24" -> "529 mul_tensor_24" [label="(768, 192)", style=solid]; -"529 mul_tensor_24" -> "531 sub_tensor_24" [label="(768, 192)", style=solid]; -"530 zero_point_updated_constant24" -> "531 sub_tensor_24" [label="(768, 1)", style=solid]; -"531 sub_tensor_24" -> "532 linear_23" [label="(768, 192)", style=solid]; -"532 linear_23" -> "533 gelu_3" [label="(1, 28, 28, 768)", style=solid]; -"533 gelu_3" -> "534 dropout_14" [label="(1, 28, 28, 768)", style=solid]; -"534 dropout_14" -> "536 dropout_14_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 768)", style=solid]; -"535 _param_constant68" -> "544 linear_24" [label="(192,)", style=solid]; -"536 dropout_14_0_0_nncf_smooth_quant_0" -> "537 quantize_per_tensor_default_25" [label="(1, 28, 28, 768)", style=solid]; -"537 quantize_per_tensor_default_25" -> "538 dequantize_per_tensor_default_25" [label="(1, 28, 28, 768)", style=solid]; -"538 dequantize_per_tensor_default_25" -> "544 linear_24" [label="(1, 28, 28, 768)", style=solid]; -"539 scale_updated_constant25" -> "541 mul_tensor_25" [label="(192, 1)", style=solid]; -"540 compressed_weight_updated_constant25" -> "541 mul_tensor_25" [label="(192, 768)", style=solid]; -"541 mul_tensor_25" -> "543 sub_tensor_25" [label="(192, 768)", style=solid]; -"542 zero_point_updated_constant25" -> "543 sub_tensor_25" [label="(192, 1)", style=solid]; -"543 sub_tensor_25" -> "544 linear_24" [label="(192, 768)", style=solid]; -"544 linear_24" -> "545 dropout_15" [label="(1, 28, 28, 192)", style=solid]; -"545 dropout_15" -> "548 layer_norm_9" [label="(1, 28, 28, 192)", style=solid]; -"546 _param_constant69" -> "548 layer_norm_9" [label="(192,)", style=solid]; -"547 _param_constant70" -> "548 layer_norm_9" [label="(192,)", style=solid]; -"548 layer_norm_9" -> "549 add_13" [label="(1, 28, 28, 192)", style=solid]; -"549 add_13" -> "550 pad_5" [label="(1, 28, 28, 192)", style=solid]; -"550 pad_5" -> "551 slice_65" [label="(1, 28, 28, 192)", style=solid]; -"550 pad_5" -> "554 slice_68" [label="(1, 28, 28, 192)", style=solid]; -"550 pad_5" -> "557 slice_71" [label="(1, 28, 28, 192)", style=solid]; -"550 pad_5" -> "560 slice_74" [label="(1, 28, 28, 192)", style=solid]; -"551 slice_65" -> "552 slice_66" [label="(1, 14, 28, 192)", style=solid]; -"552 slice_66" -> "553 slice_67" [label="(1, 14, 14, 192)", style=solid]; -"553 slice_67" -> "563 cat_1" [label="(1, 14, 14, 192)", style=solid]; -"554 slice_68" -> "555 slice_69" [label="(1, 14, 28, 192)", style=solid]; -"555 slice_69" -> "556 slice_70" [label="(1, 14, 14, 192)", style=solid]; -"556 slice_70" -> "563 cat_1" [label="(1, 14, 14, 192)", style=solid]; -"557 slice_71" -> "558 slice_72" [label="(1, 14, 28, 192)", style=solid]; -"558 slice_72" -> "559 slice_73" [label="(1, 14, 14, 192)", style=solid]; -"559 slice_73" -> "563 cat_1" [label="(1, 14, 14, 192)", style=solid]; -"560 slice_74" -> "561 slice_75" [label="(1, 14, 28, 192)", style=solid]; -"561 slice_75" -> "562 slice_76" [label="(1, 14, 14, 192)", style=solid]; -"562 slice_76" -> "563 cat_1" [label="(1, 14, 14, 192)", style=solid]; -"563 cat_1" -> "564 cat_1_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 768)", style=solid]; -"564 cat_1_0_0_nncf_smooth_quant_0" -> "565 quantize_per_tensor_default_26" [label="(1, 14, 14, 768)", style=solid]; -"565 quantize_per_tensor_default_26" -> "566 dequantize_per_tensor_default_26" [label="(1, 14, 14, 768)", style=solid]; -"566 dequantize_per_tensor_default_26" -> "572 linear_25" [label="(1, 14, 14, 768)", style=solid]; -"567 scale_updated_constant26" -> "569 mul_tensor_26" [label="(384, 1)", style=solid]; -"568 compressed_weight_updated_constant26" -> "569 mul_tensor_26" [label="(384, 768)", style=solid]; -"569 mul_tensor_26" -> "571 sub_tensor_26" [label="(384, 768)", style=solid]; -"570 zero_point_updated_constant26" -> "571 sub_tensor_26" [label="(384, 1)", style=solid]; -"571 sub_tensor_26" -> "572 linear_25" [label="(384, 768)", style=solid]; -"572 linear_25" -> "575 layer_norm_10" [label="(1, 14, 14, 384)", style=solid]; -"573 _param_constant72" -> "575 layer_norm_10" [label="(384,)", style=solid]; -"574 _param_constant73" -> "575 layer_norm_10" [label="(384,)", style=solid]; -"575 layer_norm_10" -> "602 pad_6" [label="(1, 14, 14, 384)", style=solid]; -"575 layer_norm_10" -> "668 add_15" [label="(1, 14, 14, 384)", style=solid]; -"576 _tensor_constant26" -> "578 _tensor_constant26_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"577 _param_constant75" -> "584 linear_26" [label="(512,)", style=solid]; -"578 _tensor_constant26_0_0_nncf_smooth_quant_0" -> "584 linear_26" [label="(1, 15, 15, 2)", style=solid]; -"579 scale_updated_constant27" -> "581 mul_tensor_27" [label="(512, 1)", style=solid]; -"580 compressed_weight_updated_constant27" -> "581 mul_tensor_27" [label="(512, 2)", style=solid]; -"581 mul_tensor_27" -> "583 sub_tensor_27" [label="(512, 2)", style=solid]; -"582 zero_point_updated_constant27" -> "583 sub_tensor_27" [label="(512, 1)", style=solid]; -"583 sub_tensor_27" -> "584 linear_26" [label="(512, 2)", style=solid]; -"584 linear_26" -> "585 relu__4" [label="(1, 15, 15, 512)", style=solid]; -"585 relu__4" -> "586 relu__4_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"586 relu__4_0_0_nncf_smooth_quant_0" -> "592 linear_27" [label="(1, 15, 15, 512)", style=solid]; -"587 scale_updated_constant28" -> "589 mul_tensor_28" [label="(12, 1)", style=solid]; -"588 compressed_weight_updated_constant28" -> "589 mul_tensor_28" [label="(12, 512)", style=solid]; -"589 mul_tensor_28" -> "591 sub_tensor_28" [label="(12, 512)", style=solid]; -"590 zero_point_updated_constant28" -> "591 sub_tensor_28" [label="(12, 1)", style=solid]; -"591 sub_tensor_28" -> "592 linear_27" [label="(12, 512)", style=solid]; -"592 linear_27" -> "593 view_22" [label="(1, 15, 15, 12)", style=solid]; -"593 view_22" -> "595 index_4" [label="(225, 12)", style=solid]; -"594 _tensor_constant27" -> "595 index_4" [label="(4096,)", style=solid]; -"595 index_4" -> "596 view_23" [label="(4096, 12)", style=solid]; -"596 view_23" -> "597 permute_19" [label="(64, 64, 12)", style=solid]; -"597 permute_19" -> "598 contiguous_6" [label="(12, 64, 64)", style=solid]; -"598 contiguous_6" -> "599 unsqueeze_12" [label="(12, 64, 64)", style=solid]; -"599 unsqueeze_12" -> "600 sigmoid_4" [label="(1, 12, 64, 64)", style=solid]; -"600 sigmoid_4" -> "601 mul_8" [label="(1, 12, 64, 64)", style=solid]; -"601 mul_8" -> "640 add_14" [label="(1, 12, 64, 64)", style=solid]; -"602 pad_6" -> "603 view_24" [label="(1, 16, 16, 384)", style=solid]; -"603 view_24" -> "604 permute_20" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"604 permute_20" -> "605 reshape_18" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"605 reshape_18" -> "608 reshape_18_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"606 _param_constant77" -> "607 clone_4" [label="(1152,)", style=solid]; -"607 clone_4" -> "616 linear_28" [label="(1152,)", style=solid]; -"608 reshape_18_0_0_nncf_smooth_quant_0" -> "609 quantize_per_tensor_default_27" [label="(4, 64, 384)", style=solid]; -"609 quantize_per_tensor_default_27" -> "610 dequantize_per_tensor_default_27" [label="(4, 64, 384)", style=solid]; -"610 dequantize_per_tensor_default_27" -> "616 linear_28" [label="(4, 64, 384)", style=solid]; -"611 scale_updated_constant29" -> "613 mul_tensor_29" [label="(1152, 1)", style=solid]; -"612 compressed_weight_updated_constant29" -> "613 mul_tensor_29" [label="(1152, 384)", style=solid]; -"613 mul_tensor_29" -> "615 sub_tensor_29" [label="(1152, 384)", style=solid]; -"614 zero_point_updated_constant29" -> "615 sub_tensor_29" [label="(1152, 1)", style=solid]; -"615 sub_tensor_29" -> "616 linear_28" [label="(1152, 384)", style=solid]; -"616 linear_28" -> "617 reshape_19" [label="(4, 64, 1152)", style=solid]; -"617 reshape_19" -> "618 permute_21" [label="(4, 64, 3, 12, 32)", style=solid]; -"618 permute_21" -> "619 select_12" [label="(3, 4, 12, 64, 32)", style=solid]; -"618 permute_21" -> "620 select_13" [label="(3, 4, 12, 64, 32)", style=solid]; -"618 permute_21" -> "621 select_14" [label="(3, 4, 12, 64, 32)", style=solid]; -"619 select_12" -> "622 linalg_vector_norm_8" [label="(4, 12, 64, 32)", style=solid]; -"619 select_12" -> "624 expand_as_8" [label="(4, 12, 64, 32)", style=solid]; -"619 select_12" -> "625 div_8" [label="(4, 12, 64, 32)", style=solid]; -"620 select_13" -> "628 linalg_vector_norm_9" [label="(4, 12, 64, 32)", style=solid]; -"620 select_13" -> "630 expand_as_9" [label="(4, 12, 64, 32)", style=solid]; -"620 select_13" -> "631 div_9" [label="(4, 12, 64, 32)", style=solid]; -"621 select_14" -> "643 matmul_9" [label="(4, 12, 64, 32)", style=solid]; -"622 linalg_vector_norm_8" -> "623 clamp_min_8" [label="(4, 12, 64, 1)", style=solid]; -"623 clamp_min_8" -> "624 expand_as_8" [label="(4, 12, 64, 1)", style=solid]; -"624 expand_as_8" -> "625 div_8" [label="(4, 12, 64, 32)", style=solid]; -"625 div_8" -> "626 quantize_per_tensor_default_28" [label="(4, 12, 64, 32)", style=solid]; -"626 quantize_per_tensor_default_28" -> "627 dequantize_per_tensor_default_28" [label="(4, 12, 64, 32)", style=solid]; -"627 dequantize_per_tensor_default_28" -> "635 matmul_8" [label="(4, 12, 64, 32)", style=solid]; -"628 linalg_vector_norm_9" -> "629 clamp_min_9" [label="(4, 12, 64, 1)", style=solid]; -"629 clamp_min_9" -> "630 expand_as_9" [label="(4, 12, 64, 1)", style=solid]; -"630 expand_as_9" -> "631 div_9" [label="(4, 12, 64, 32)", style=solid]; -"631 div_9" -> "632 quantize_per_tensor_default_29" [label="(4, 12, 64, 32)", style=solid]; -"632 quantize_per_tensor_default_29" -> "633 dequantize_per_tensor_default_29" [label="(4, 12, 64, 32)", style=solid]; -"633 dequantize_per_tensor_default_29" -> "634 transpose_8" [label="(4, 12, 64, 32)", style=solid]; -"634 transpose_8" -> "635 matmul_8" [label="(4, 12, 32, 64)", style=solid]; -"635 matmul_8" -> "639 mul_9" [label="(4, 12, 64, 64)", style=solid]; -"636 _param_constant79" -> "637 clamp_4" [label="(12, 1, 1)", style=solid]; -"637 clamp_4" -> "638 exp_4" [label="(12, 1, 1)", style=solid]; -"638 exp_4" -> "639 mul_9" [label="(12, 1, 1)", style=solid]; -"639 mul_9" -> "640 add_14" [label="(4, 12, 64, 64)", style=solid]; -"640 add_14" -> "641 softmax_4" [label="(4, 12, 64, 64)", style=solid]; -"641 softmax_4" -> "642 dropout_16" [label="(4, 12, 64, 64)", style=solid]; -"642 dropout_16" -> "643 matmul_9" [label="(4, 12, 64, 64)", style=solid]; -"643 matmul_9" -> "644 transpose_9" [label="(4, 12, 64, 32)", style=solid]; -"644 transpose_9" -> "645 reshape_20" [label="(4, 64, 12, 32)", style=solid]; -"645 reshape_20" -> "647 reshape_20_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"646 _param_constant81" -> "655 linear_29" [label="(384,)", style=solid]; -"647 reshape_20_0_0_nncf_smooth_quant_0" -> "648 quantize_per_tensor_default_30" [label="(4, 64, 384)", style=solid]; -"648 quantize_per_tensor_default_30" -> "649 dequantize_per_tensor_default_30" [label="(4, 64, 384)", style=solid]; -"649 dequantize_per_tensor_default_30" -> "655 linear_29" [label="(4, 64, 384)", style=solid]; -"650 scale_updated_constant30" -> "652 mul_tensor_30" [label="(384, 1)", style=solid]; -"651 compressed_weight_updated_constant30" -> "652 mul_tensor_30" [label="(384, 384)", style=solid]; -"652 mul_tensor_30" -> "654 sub_tensor_30" [label="(384, 384)", style=solid]; -"653 zero_point_updated_constant30" -> "654 sub_tensor_30" [label="(384, 1)", style=solid]; -"654 sub_tensor_30" -> "655 linear_29" [label="(384, 384)", style=solid]; -"655 linear_29" -> "656 dropout_17" [label="(4, 64, 384)", style=solid]; -"656 dropout_17" -> "657 view_25" [label="(4, 64, 384)", style=solid]; -"657 view_25" -> "658 permute_22" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"658 permute_22" -> "659 reshape_21" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"659 reshape_21" -> "660 slice_78" [label="(1, 16, 16, 384)", style=solid]; -"660 slice_78" -> "661 slice_79" [label="(1, 16, 16, 384)", style=solid]; -"661 slice_79" -> "662 slice_80" [label="(1, 14, 16, 384)", style=solid]; -"662 slice_80" -> "663 slice_81" [label="(1, 14, 14, 384)", style=solid]; -"663 slice_81" -> "664 contiguous_7" [label="(1, 14, 14, 384)", style=solid]; -"664 contiguous_7" -> "667 layer_norm_11" [label="(1, 14, 14, 384)", style=solid]; -"665 _param_constant82" -> "667 layer_norm_11" [label="(384,)", style=solid]; -"666 _param_constant83" -> "667 layer_norm_11" [label="(384,)", style=solid]; -"667 layer_norm_11" -> "668 add_15" [label="(1, 14, 14, 384)", style=solid]; -"668 add_15" -> "670 add_15_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"668 add_15" -> "695 add_16" [label="(1, 14, 14, 384)", style=solid]; -"669 _param_constant85" -> "678 linear_30" [label="(1536,)", style=solid]; -"670 add_15_0_0_nncf_smooth_quant_0" -> "671 quantize_per_tensor_default_31" [label="(1, 14, 14, 384)", style=solid]; -"671 quantize_per_tensor_default_31" -> "672 dequantize_per_tensor_default_31" [label="(1, 14, 14, 384)", style=solid]; -"672 dequantize_per_tensor_default_31" -> "678 linear_30" [label="(1, 14, 14, 384)", style=solid]; -"673 scale_updated_constant31" -> "675 mul_tensor_31" [label="(1536, 1)", style=solid]; -"674 compressed_weight_updated_constant31" -> "675 mul_tensor_31" [label="(1536, 384)", style=solid]; -"675 mul_tensor_31" -> "677 sub_tensor_31" [label="(1536, 384)", style=solid]; -"676 zero_point_updated_constant31" -> "677 sub_tensor_31" [label="(1536, 1)", style=solid]; -"677 sub_tensor_31" -> "678 linear_30" [label="(1536, 384)", style=solid]; -"678 linear_30" -> "679 gelu_4" [label="(1, 14, 14, 1536)", style=solid]; -"679 gelu_4" -> "680 dropout_18" [label="(1, 14, 14, 1536)", style=solid]; -"680 dropout_18" -> "682 dropout_18_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"681 _param_constant87" -> "690 linear_31" [label="(384,)", style=solid]; -"682 dropout_18_0_0_nncf_smooth_quant_0" -> "683 quantize_per_tensor_default_32" [label="(1, 14, 14, 1536)", style=solid]; -"683 quantize_per_tensor_default_32" -> "684 dequantize_per_tensor_default_32" [label="(1, 14, 14, 1536)", style=solid]; -"684 dequantize_per_tensor_default_32" -> "690 linear_31" [label="(1, 14, 14, 1536)", style=solid]; -"685 scale_updated_constant32" -> "687 mul_tensor_32" [label="(384, 1)", style=solid]; -"686 compressed_weight_updated_constant32" -> "687 mul_tensor_32" [label="(384, 1536)", style=solid]; -"687 mul_tensor_32" -> "689 sub_tensor_32" [label="(384, 1536)", style=solid]; -"688 zero_point_updated_constant32" -> "689 sub_tensor_32" [label="(384, 1)", style=solid]; -"689 sub_tensor_32" -> "690 linear_31" [label="(384, 1536)", style=solid]; -"690 linear_31" -> "691 dropout_19" [label="(1, 14, 14, 384)", style=solid]; -"691 dropout_19" -> "694 layer_norm_12" [label="(1, 14, 14, 384)", style=solid]; -"692 _param_constant88" -> "694 layer_norm_12" [label="(384,)", style=solid]; -"693 _param_constant89" -> "694 layer_norm_12" [label="(384,)", style=solid]; -"694 layer_norm_12" -> "695 add_16" [label="(1, 14, 14, 384)", style=solid]; -"695 add_16" -> "722 pad_7" [label="(1, 14, 14, 384)", style=solid]; -"695 add_16" -> "806 add_19" [label="(1, 14, 14, 384)", style=solid]; -"696 _tensor_constant28" -> "698 _tensor_constant28_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"697 _param_constant91" -> "704 linear_32" [label="(512,)", style=solid]; -"698 _tensor_constant28_0_0_nncf_smooth_quant_0" -> "704 linear_32" [label="(1, 15, 15, 2)", style=solid]; -"699 scale_updated_constant33" -> "701 mul_tensor_33" [label="(512, 1)", style=solid]; -"700 compressed_weight_updated_constant33" -> "701 mul_tensor_33" [label="(512, 2)", style=solid]; -"701 mul_tensor_33" -> "703 sub_tensor_33" [label="(512, 2)", style=solid]; -"702 zero_point_updated_constant33" -> "703 sub_tensor_33" [label="(512, 1)", style=solid]; -"703 sub_tensor_33" -> "704 linear_32" [label="(512, 2)", style=solid]; -"704 linear_32" -> "705 relu__5" [label="(1, 15, 15, 512)", style=solid]; -"705 relu__5" -> "706 relu__5_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"706 relu__5_0_0_nncf_smooth_quant_0" -> "712 linear_33" [label="(1, 15, 15, 512)", style=solid]; -"707 scale_updated_constant34" -> "709 mul_tensor_34" [label="(12, 1)", style=solid]; -"708 compressed_weight_updated_constant34" -> "709 mul_tensor_34" [label="(12, 512)", style=solid]; -"709 mul_tensor_34" -> "711 sub_tensor_34" [label="(12, 512)", style=solid]; -"710 zero_point_updated_constant34" -> "711 sub_tensor_34" [label="(12, 1)", style=solid]; -"711 sub_tensor_34" -> "712 linear_33" [label="(12, 512)", style=solid]; -"712 linear_33" -> "713 view_26" [label="(1, 15, 15, 12)", style=solid]; -"713 view_26" -> "715 index_5" [label="(225, 12)", style=solid]; -"714 _tensor_constant29" -> "715 index_5" [label="(4096,)", style=solid]; -"715 index_5" -> "716 view_27" [label="(4096, 12)", style=solid]; -"716 view_27" -> "717 permute_23" [label="(64, 64, 12)", style=solid]; -"717 permute_23" -> "718 contiguous_8" [label="(12, 64, 64)", style=solid]; -"718 contiguous_8" -> "719 unsqueeze_13" [label="(12, 64, 64)", style=solid]; -"719 unsqueeze_13" -> "720 sigmoid_5" [label="(1, 12, 64, 64)", style=solid]; -"720 sigmoid_5" -> "721 mul_10" [label="(1, 12, 64, 64)", style=solid]; -"721 mul_10" -> "761 add_17" [label="(1, 12, 64, 64)", style=solid]; -"722 pad_7" -> "723 roll_4" [label="(1, 16, 16, 384)", style=solid]; -"723 roll_4" -> "724 view_28" [label="(1, 16, 16, 384)", style=solid]; -"724 view_28" -> "725 permute_24" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"725 permute_24" -> "726 reshape_22" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"726 reshape_22" -> "729 reshape_22_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"726 reshape_22" -> "762 new_zeros_2" [label="(4, 64, 384)", style=solid]; -"727 _param_constant93" -> "728 clone_5" [label="(1152,)", style=solid]; -"728 clone_5" -> "737 linear_34" [label="(1152,)", style=solid]; -"729 reshape_22_0_0_nncf_smooth_quant_0" -> "730 quantize_per_tensor_default_33" [label="(4, 64, 384)", style=solid]; -"730 quantize_per_tensor_default_33" -> "731 dequantize_per_tensor_default_33" [label="(4, 64, 384)", style=solid]; -"731 dequantize_per_tensor_default_33" -> "737 linear_34" [label="(4, 64, 384)", style=solid]; -"732 scale_updated_constant35" -> "734 mul_tensor_35" [label="(1152, 1)", style=solid]; -"733 compressed_weight_updated_constant35" -> "734 mul_tensor_35" [label="(1152, 384)", style=solid]; -"734 mul_tensor_35" -> "736 sub_tensor_35" [label="(1152, 384)", style=solid]; -"735 zero_point_updated_constant35" -> "736 sub_tensor_35" [label="(1152, 1)", style=solid]; -"736 sub_tensor_35" -> "737 linear_34" [label="(1152, 384)", style=solid]; -"737 linear_34" -> "738 reshape_23" [label="(4, 64, 1152)", style=solid]; -"738 reshape_23" -> "739 permute_25" [label="(4, 64, 3, 12, 32)", style=solid]; -"739 permute_25" -> "740 select_15" [label="(3, 4, 12, 64, 32)", style=solid]; -"739 permute_25" -> "741 select_16" [label="(3, 4, 12, 64, 32)", style=solid]; -"739 permute_25" -> "742 select_17" [label="(3, 4, 12, 64, 32)", style=solid]; -"740 select_15" -> "743 linalg_vector_norm_10" [label="(4, 12, 64, 32)", style=solid]; -"740 select_15" -> "745 expand_as_10" [label="(4, 12, 64, 32)", style=solid]; -"740 select_15" -> "746 div_10" [label="(4, 12, 64, 32)", style=solid]; -"741 select_16" -> "749 linalg_vector_norm_11" [label="(4, 12, 64, 32)", style=solid]; -"741 select_16" -> "751 expand_as_11" [label="(4, 12, 64, 32)", style=solid]; -"741 select_16" -> "752 div_11" [label="(4, 12, 64, 32)", style=solid]; -"742 select_17" -> "780 matmul_11" [label="(4, 12, 64, 32)", style=solid]; -"743 linalg_vector_norm_10" -> "744 clamp_min_10" [label="(4, 12, 64, 1)", style=solid]; -"744 clamp_min_10" -> "745 expand_as_10" [label="(4, 12, 64, 1)", style=solid]; -"745 expand_as_10" -> "746 div_10" [label="(4, 12, 64, 32)", style=solid]; -"746 div_10" -> "747 quantize_per_tensor_default_34" [label="(4, 12, 64, 32)", style=solid]; -"747 quantize_per_tensor_default_34" -> "748 dequantize_per_tensor_default_34" [label="(4, 12, 64, 32)", style=solid]; -"748 dequantize_per_tensor_default_34" -> "756 matmul_10" [label="(4, 12, 64, 32)", style=solid]; -"749 linalg_vector_norm_11" -> "750 clamp_min_11" [label="(4, 12, 64, 1)", style=solid]; -"750 clamp_min_11" -> "751 expand_as_11" [label="(4, 12, 64, 1)", style=solid]; -"751 expand_as_11" -> "752 div_11" [label="(4, 12, 64, 32)", style=solid]; -"752 div_11" -> "753 quantize_per_tensor_default_35" [label="(4, 12, 64, 32)", style=solid]; -"753 quantize_per_tensor_default_35" -> "754 dequantize_per_tensor_default_35" [label="(4, 12, 64, 32)", style=solid]; -"754 dequantize_per_tensor_default_35" -> "755 transpose_10" [label="(4, 12, 64, 32)", style=solid]; -"755 transpose_10" -> "756 matmul_10" [label="(4, 12, 32, 64)", style=solid]; -"756 matmul_10" -> "760 mul_11" [label="(4, 12, 64, 64)", style=solid]; -"757 _param_constant95" -> "758 clamp_5" [label="(12, 1, 1)", style=solid]; -"758 clamp_5" -> "759 exp_5" [label="(12, 1, 1)", style=solid]; -"759 exp_5" -> "760 mul_11" [label="(12, 1, 1)", style=solid]; -"760 mul_11" -> "761 add_17" [label="(4, 12, 64, 64)", style=solid]; -"761 add_17" -> "773 view_30" [label="(4, 12, 64, 64)", style=solid]; -"762 new_zeros_2" -> "763 view_29" [label="(16, 16)", style=solid]; -"763 view_29" -> "764 permute_26" [label="(2, 8, 2, 8)", style=solid]; -"764 permute_26" -> "765 reshape_24" [label="(2, 2, 8, 8)", style=solid]; -"765 reshape_24" -> "766 unsqueeze_14" [label="(4, 64)", style=solid]; -"765 reshape_24" -> "767 unsqueeze_15" [label="(4, 64)", style=solid]; -"766 unsqueeze_14" -> "768 sub_2" [label="(4, 1, 64)", style=solid]; -"767 unsqueeze_15" -> "768 sub_2" [label="(4, 64, 1)", style=solid]; -"768 sub_2" -> "769 ne_2" [label="(4, 64, 64)", style=solid]; -"768 sub_2" -> "770 masked_fill_4" [label="(4, 64, 64)", style=solid]; -"768 sub_2" -> "771 eq_2" [label="(4, 64, 64)", style=solid]; -"769 ne_2" -> "770 masked_fill_4" [label="(4, 64, 64)", style=solid]; -"770 masked_fill_4" -> "772 masked_fill_5" [label="(4, 64, 64)", style=solid]; -"771 eq_2" -> "772 masked_fill_5" [label="(4, 64, 64)", style=solid]; -"772 masked_fill_5" -> "774 unsqueeze_16" [label="(4, 64, 64)", style=solid]; -"773 view_30" -> "776 add_18" [label="(1, 4, 12, 64, 64)", style=solid]; -"774 unsqueeze_16" -> "775 unsqueeze_17" [label="(4, 1, 64, 64)", style=solid]; -"775 unsqueeze_17" -> "776 add_18" [label="(1, 4, 1, 64, 64)", style=solid]; -"776 add_18" -> "777 view_31" [label="(1, 4, 12, 64, 64)", style=solid]; -"777 view_31" -> "778 softmax_5" [label="(4, 12, 64, 64)", style=solid]; -"778 softmax_5" -> "779 dropout_20" [label="(4, 12, 64, 64)", style=solid]; -"779 dropout_20" -> "780 matmul_11" [label="(4, 12, 64, 64)", style=solid]; -"780 matmul_11" -> "781 transpose_11" [label="(4, 12, 64, 32)", style=solid]; -"781 transpose_11" -> "782 reshape_25" [label="(4, 64, 12, 32)", style=solid]; -"782 reshape_25" -> "784 reshape_25_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"783 _param_constant97" -> "792 linear_35" [label="(384,)", style=solid]; -"784 reshape_25_0_0_nncf_smooth_quant_0" -> "785 quantize_per_tensor_default_36" [label="(4, 64, 384)", style=solid]; -"785 quantize_per_tensor_default_36" -> "786 dequantize_per_tensor_default_36" [label="(4, 64, 384)", style=solid]; -"786 dequantize_per_tensor_default_36" -> "792 linear_35" [label="(4, 64, 384)", style=solid]; -"787 scale_updated_constant36" -> "789 mul_tensor_36" [label="(384, 1)", style=solid]; -"788 compressed_weight_updated_constant36" -> "789 mul_tensor_36" [label="(384, 384)", style=solid]; -"789 mul_tensor_36" -> "791 sub_tensor_36" [label="(384, 384)", style=solid]; -"790 zero_point_updated_constant36" -> "791 sub_tensor_36" [label="(384, 1)", style=solid]; -"791 sub_tensor_36" -> "792 linear_35" [label="(384, 384)", style=solid]; -"792 linear_35" -> "793 dropout_21" [label="(4, 64, 384)", style=solid]; -"793 dropout_21" -> "794 view_32" [label="(4, 64, 384)", style=solid]; -"794 view_32" -> "795 permute_27" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"795 permute_27" -> "796 reshape_26" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"796 reshape_26" -> "797 roll_5" [label="(1, 16, 16, 384)", style=solid]; -"797 roll_5" -> "798 slice_101" [label="(1, 16, 16, 384)", style=solid]; -"798 slice_101" -> "799 slice_102" [label="(1, 16, 16, 384)", style=solid]; -"799 slice_102" -> "800 slice_103" [label="(1, 14, 16, 384)", style=solid]; -"800 slice_103" -> "801 slice_104" [label="(1, 14, 14, 384)", style=solid]; -"801 slice_104" -> "802 contiguous_9" [label="(1, 14, 14, 384)", style=solid]; -"802 contiguous_9" -> "805 layer_norm_13" [label="(1, 14, 14, 384)", style=solid]; -"803 _param_constant98" -> "805 layer_norm_13" [label="(384,)", style=solid]; -"804 _param_constant99" -> "805 layer_norm_13" [label="(384,)", style=solid]; -"805 layer_norm_13" -> "806 add_19" [label="(1, 14, 14, 384)", style=solid]; -"806 add_19" -> "808 add_19_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"806 add_19" -> "833 add_20" [label="(1, 14, 14, 384)", style=solid]; -"807 _param_constant101" -> "816 linear_36" [label="(1536,)", style=solid]; -"808 add_19_0_0_nncf_smooth_quant_0" -> "809 quantize_per_tensor_default_37" [label="(1, 14, 14, 384)", style=solid]; -"809 quantize_per_tensor_default_37" -> "810 dequantize_per_tensor_default_37" [label="(1, 14, 14, 384)", style=solid]; -"810 dequantize_per_tensor_default_37" -> "816 linear_36" [label="(1, 14, 14, 384)", style=solid]; -"811 scale_updated_constant37" -> "813 mul_tensor_37" [label="(1536, 1)", style=solid]; -"812 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512)", style=solid]; -"845 scale_updated_constant40" -> "847 mul_tensor_40" [label="(12, 1)", style=solid]; -"846 compressed_weight_updated_constant40" -> "847 mul_tensor_40" [label="(12, 512)", style=solid]; -"847 mul_tensor_40" -> "849 sub_tensor_40" [label="(12, 512)", style=solid]; -"848 zero_point_updated_constant40" -> "849 sub_tensor_40" [label="(12, 1)", style=solid]; -"849 sub_tensor_40" -> "850 linear_39" [label="(12, 512)", style=solid]; -"850 linear_39" -> "851 view_33" [label="(1, 15, 15, 12)", style=solid]; -"851 view_33" -> "853 index_6" [label="(225, 12)", style=solid]; -"852 _tensor_constant40" -> "853 index_6" [label="(4096,)", style=solid]; -"853 index_6" -> "854 view_34" [label="(4096, 12)", style=solid]; -"854 view_34" -> "855 permute_28" [label="(64, 64, 12)", style=solid]; -"855 permute_28" -> "856 contiguous_10" [label="(12, 64, 64)", style=solid]; -"856 contiguous_10" -> "857 unsqueeze_18" [label="(12, 64, 64)", style=solid]; -"857 unsqueeze_18" -> "858 sigmoid_6" [label="(1, 12, 64, 64)", style=solid]; -"858 sigmoid_6" -> "859 mul_12" [label="(1, 12, 64, 64)", style=solid]; -"859 mul_12" -> "898 add_21" [label="(1, 12, 64, 64)", style=solid]; -"860 pad_8" -> "861 view_35" [label="(1, 16, 16, 384)", style=solid]; -"861 view_35" -> "862 permute_29" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"862 permute_29" -> "863 reshape_27" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"863 reshape_27" -> "866 reshape_27_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"864 _param_constant109" -> "865 clone_6" [label="(1152,)", style=solid]; -"865 clone_6" -> "874 linear_40" [label="(1152,)", style=solid]; -"866 reshape_27_0_0_nncf_smooth_quant_0" -> "867 quantize_per_tensor_default_39" [label="(4, 64, 384)", style=solid]; -"867 quantize_per_tensor_default_39" -> "868 dequantize_per_tensor_default_39" [label="(4, 64, 384)", style=solid]; -"868 dequantize_per_tensor_default_39" -> "874 linear_40" [label="(4, 64, 384)", style=solid]; 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style=solid]; -"877 select_18" -> "883 div_12" [label="(4, 12, 64, 32)", style=solid]; -"878 select_19" -> "886 linalg_vector_norm_13" [label="(4, 12, 64, 32)", style=solid]; -"878 select_19" -> "888 expand_as_13" [label="(4, 12, 64, 32)", style=solid]; -"878 select_19" -> "889 div_13" [label="(4, 12, 64, 32)", style=solid]; -"879 select_20" -> "901 matmul_13" [label="(4, 12, 64, 32)", style=solid]; -"880 linalg_vector_norm_12" -> "881 clamp_min_12" [label="(4, 12, 64, 1)", style=solid]; -"881 clamp_min_12" -> "882 expand_as_12" [label="(4, 12, 64, 1)", style=solid]; -"882 expand_as_12" -> "883 div_12" [label="(4, 12, 64, 32)", style=solid]; -"883 div_12" -> "884 quantize_per_tensor_default_40" [label="(4, 12, 64, 32)", style=solid]; -"884 quantize_per_tensor_default_40" -> "885 dequantize_per_tensor_default_40" [label="(4, 12, 64, 32)", style=solid]; -"885 dequantize_per_tensor_default_40" -> "893 matmul_12" [label="(4, 12, 64, 32)", style=solid]; -"886 linalg_vector_norm_13" -> "887 clamp_min_13" [label="(4, 12, 64, 1)", style=solid]; -"887 clamp_min_13" -> "888 expand_as_13" [label="(4, 12, 64, 1)", style=solid]; -"888 expand_as_13" -> "889 div_13" [label="(4, 12, 64, 32)", style=solid]; -"889 div_13" -> "890 quantize_per_tensor_default_41" [label="(4, 12, 64, 32)", style=solid]; -"890 quantize_per_tensor_default_41" -> "891 dequantize_per_tensor_default_41" [label="(4, 12, 64, 32)", style=solid]; -"891 dequantize_per_tensor_default_41" -> "892 transpose_12" [label="(4, 12, 64, 32)", style=solid]; -"892 transpose_12" -> "893 matmul_12" [label="(4, 12, 32, 64)", style=solid]; -"893 matmul_12" -> "897 mul_13" [label="(4, 12, 64, 64)", style=solid]; -"894 _param_constant111" -> "895 clamp_6" [label="(12, 1, 1)", style=solid]; -"895 clamp_6" -> "896 exp_6" [label="(12, 1, 1)", style=solid]; -"896 exp_6" -> "897 mul_13" [label="(12, 1, 1)", style=solid]; -"897 mul_13" -> "898 add_21" [label="(4, 12, 64, 64)", style=solid]; -"898 add_21" -> "899 softmax_6" [label="(4, 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mul_tensor_42" [label="(384, 384)", style=solid]; -"910 mul_tensor_42" -> "912 sub_tensor_42" [label="(384, 384)", style=solid]; -"911 zero_point_updated_constant42" -> "912 sub_tensor_42" [label="(384, 1)", style=solid]; -"912 sub_tensor_42" -> "913 linear_41" [label="(384, 384)", style=solid]; -"913 linear_41" -> "914 dropout_25" [label="(4, 64, 384)", style=solid]; -"914 dropout_25" -> "915 view_36" [label="(4, 64, 384)", style=solid]; -"915 view_36" -> "916 permute_31" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"916 permute_31" -> "917 reshape_30" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"917 reshape_30" -> "918 slice_106" [label="(1, 16, 16, 384)", style=solid]; -"918 slice_106" -> "919 slice_107" [label="(1, 16, 16, 384)", style=solid]; -"919 slice_107" -> "920 slice_108" [label="(1, 14, 16, 384)", style=solid]; -"920 slice_108" -> "921 slice_109" [label="(1, 14, 14, 384)", style=solid]; -"921 slice_109" -> "922 contiguous_11" [label="(1, 14, 14, 384)", style=solid]; 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compressed_weight_updated_constant43" -> "933 mul_tensor_43" [label="(1536, 384)", style=solid]; -"933 mul_tensor_43" -> "935 sub_tensor_43" [label="(1536, 384)", style=solid]; -"934 zero_point_updated_constant43" -> "935 sub_tensor_43" [label="(1536, 1)", style=solid]; -"935 sub_tensor_43" -> "936 linear_42" [label="(1536, 384)", style=solid]; -"936 linear_42" -> "937 gelu_6" [label="(1, 14, 14, 1536)", style=solid]; -"937 gelu_6" -> "938 dropout_26" [label="(1, 14, 14, 1536)", style=solid]; -"938 dropout_26" -> "940 dropout_26_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"939 _param_constant119" -> "948 linear_43" [label="(384,)", style=solid]; -"940 dropout_26_0_0_nncf_smooth_quant_0" -> "941 quantize_per_tensor_default_44" [label="(1, 14, 14, 1536)", style=solid]; -"941 quantize_per_tensor_default_44" -> "942 dequantize_per_tensor_default_44" [label="(1, 14, 14, 1536)", style=solid]; -"942 dequantize_per_tensor_default_44" -> "948 linear_43" [label="(1, 14, 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dequantize_per_tensor_default_46" [label="(4, 12, 64, 32)", style=solid]; -"1006 dequantize_per_tensor_default_46" -> "1014 matmul_14" [label="(4, 12, 64, 32)", style=solid]; -"1007 linalg_vector_norm_15" -> "1008 clamp_min_15" [label="(4, 12, 64, 1)", style=solid]; -"1008 clamp_min_15" -> "1009 expand_as_15" [label="(4, 12, 64, 1)", style=solid]; -"1009 expand_as_15" -> "1010 div_15" [label="(4, 12, 64, 32)", style=solid]; -"1010 div_15" -> "1011 quantize_per_tensor_default_47" [label="(4, 12, 64, 32)", style=solid]; -"1011 quantize_per_tensor_default_47" -> "1012 dequantize_per_tensor_default_47" [label="(4, 12, 64, 32)", style=solid]; -"1012 dequantize_per_tensor_default_47" -> "1013 transpose_14" [label="(4, 12, 64, 32)", style=solid]; -"1013 transpose_14" -> "1014 matmul_14" [label="(4, 12, 32, 64)", style=solid]; -"1014 matmul_14" -> "1018 mul_15" [label="(4, 12, 64, 64)", style=solid]; -"1015 _param_constant127" -> "1016 clamp_7" [label="(12, 1, 1)", style=solid]; -"1016 clamp_7" -> "1017 exp_7" [label="(12, 1, 1)", style=solid]; -"1017 exp_7" -> "1018 mul_15" [label="(12, 1, 1)", style=solid]; -"1018 mul_15" -> "1019 add_24" [label="(4, 12, 64, 64)", style=solid]; -"1019 add_24" -> "1031 view_41" [label="(4, 12, 64, 64)", style=solid]; -"1020 new_zeros_3" -> "1021 view_40" [label="(16, 16)", style=solid]; -"1021 view_40" -> "1022 permute_35" [label="(2, 8, 2, 8)", style=solid]; -"1022 permute_35" -> "1023 reshape_33" [label="(2, 2, 8, 8)", style=solid]; -"1023 reshape_33" -> "1024 unsqueeze_20" [label="(4, 64)", style=solid]; -"1023 reshape_33" -> "1025 unsqueeze_21" [label="(4, 64)", style=solid]; -"1024 unsqueeze_20" -> "1026 sub_3" [label="(4, 1, 64)", style=solid]; -"1025 unsqueeze_21" -> "1026 sub_3" [label="(4, 64, 1)", style=solid]; -"1026 sub_3" -> "1027 ne_3" [label="(4, 64, 64)", style=solid]; -"1026 sub_3" -> "1028 masked_fill_6" [label="(4, 64, 64)", style=solid]; -"1026 sub_3" -> "1029 eq_3" [label="(4, 64, 64)", style=solid]; -"1027 ne_3" -> "1028 masked_fill_6" [label="(4, 64, 64)", style=solid]; -"1028 masked_fill_6" -> "1030 masked_fill_7" [label="(4, 64, 64)", style=solid]; -"1029 eq_3" -> "1030 masked_fill_7" [label="(4, 64, 64)", style=solid]; -"1030 masked_fill_7" -> "1032 unsqueeze_22" [label="(4, 64, 64)", style=solid]; -"1031 view_41" -> "1034 add_25" [label="(1, 4, 12, 64, 64)", style=solid]; -"1032 unsqueeze_22" -> "1033 unsqueeze_23" [label="(4, 1, 64, 64)", style=solid]; -"1033 unsqueeze_23" -> "1034 add_25" [label="(1, 4, 1, 64, 64)", style=solid]; -"1034 add_25" -> "1035 view_42" [label="(1, 4, 12, 64, 64)", style=solid]; -"1035 view_42" -> "1036 softmax_7" [label="(4, 12, 64, 64)", style=solid]; -"1036 softmax_7" -> "1037 dropout_28" [label="(4, 12, 64, 64)", style=solid]; -"1037 dropout_28" -> "1038 matmul_15" [label="(4, 12, 64, 64)", style=solid]; -"1038 matmul_15" -> "1039 transpose_15" [label="(4, 12, 64, 32)", style=solid]; -"1039 transpose_15" -> "1040 reshape_34" [label="(4, 64, 12, 32)", style=solid]; -"1040 reshape_34" -> "1042 reshape_34_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1041 _param_constant129" -> "1050 linear_47" [label="(384,)", style=solid]; -"1042 reshape_34_0_0_nncf_smooth_quant_0" -> "1043 quantize_per_tensor_default_48" [label="(4, 64, 384)", style=solid]; -"1043 quantize_per_tensor_default_48" -> "1044 dequantize_per_tensor_default_48" [label="(4, 64, 384)", style=solid]; -"1044 dequantize_per_tensor_default_48" -> "1050 linear_47" [label="(4, 64, 384)", style=solid]; -"1045 scale_updated_constant48" -> "1047 mul_tensor_48" [label="(384, 1)", style=solid]; -"1046 compressed_weight_updated_constant48" -> "1047 mul_tensor_48" [label="(384, 384)", style=solid]; -"1047 mul_tensor_48" -> "1049 sub_tensor_48" [label="(384, 384)", style=solid]; -"1048 zero_point_updated_constant48" -> "1049 sub_tensor_48" [label="(384, 1)", style=solid]; -"1049 sub_tensor_48" -> "1050 linear_47" [label="(384, 384)", style=solid]; -"1050 linear_47" -> "1051 dropout_29" [label="(4, 64, 384)", style=solid]; -"1051 dropout_29" -> "1052 view_43" [label="(4, 64, 384)", style=solid]; -"1052 view_43" -> "1053 permute_36" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1053 permute_36" -> "1054 reshape_35" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1054 reshape_35" -> "1055 roll_7" [label="(1, 16, 16, 384)", style=solid]; -"1055 roll_7" -> "1056 slice_129" [label="(1, 16, 16, 384)", style=solid]; -"1056 slice_129" -> "1057 slice_130" [label="(1, 16, 16, 384)", style=solid]; -"1057 slice_130" -> "1058 slice_131" [label="(1, 14, 16, 384)", style=solid]; -"1058 slice_131" -> "1059 slice_132" [label="(1, 14, 14, 384)", style=solid]; -"1059 slice_132" -> "1060 contiguous_13" [label="(1, 14, 14, 384)", style=solid]; -"1060 contiguous_13" -> "1063 layer_norm_17" [label="(1, 14, 14, 384)", style=solid]; -"1061 _param_constant130" -> "1063 layer_norm_17" [label="(384,)", style=solid]; -"1062 _param_constant131" -> "1063 layer_norm_17" [label="(384,)", style=solid]; -"1063 layer_norm_17" -> "1064 add_26" [label="(1, 14, 14, 384)", style=solid]; -"1064 add_26" -> "1066 add_26_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1064 add_26" -> "1091 add_27" [label="(1, 14, 14, 384)", style=solid]; -"1065 _param_constant133" -> "1074 linear_48" [label="(1536,)", style=solid]; -"1066 add_26_0_0_nncf_smooth_quant_0" -> "1067 quantize_per_tensor_default_49" [label="(1, 14, 14, 384)", style=solid]; -"1067 quantize_per_tensor_default_49" -> "1068 dequantize_per_tensor_default_49" [label="(1, 14, 14, 384)", style=solid]; -"1068 dequantize_per_tensor_default_49" -> "1074 linear_48" [label="(1, 14, 14, 384)", style=solid]; -"1069 scale_updated_constant49" -> "1071 mul_tensor_49" [label="(1536, 1)", style=solid]; -"1070 compressed_weight_updated_constant49" -> "1071 mul_tensor_49" [label="(1536, 384)", style=solid]; -"1071 mul_tensor_49" -> "1073 sub_tensor_49" [label="(1536, 384)", style=solid]; -"1072 zero_point_updated_constant49" -> "1073 sub_tensor_49" [label="(1536, 1)", style=solid]; -"1073 sub_tensor_49" -> "1074 linear_48" [label="(1536, 384)", style=solid]; -"1074 linear_48" -> "1075 gelu_7" [label="(1, 14, 14, 1536)", style=solid]; -"1075 gelu_7" -> "1076 dropout_30" [label="(1, 14, 14, 1536)", style=solid]; -"1076 dropout_30" -> "1078 dropout_30_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1077 _param_constant135" -> "1086 linear_49" [label="(384,)", style=solid]; -"1078 dropout_30_0_0_nncf_smooth_quant_0" -> "1079 quantize_per_tensor_default_50" [label="(1, 14, 14, 1536)", style=solid]; -"1079 quantize_per_tensor_default_50" -> "1080 dequantize_per_tensor_default_50" [label="(1, 14, 14, 1536)", style=solid]; -"1080 dequantize_per_tensor_default_50" -> "1086 linear_49" [label="(1, 14, 14, 1536)", style=solid]; -"1081 scale_updated_constant50" -> "1083 mul_tensor_50" [label="(384, 1)", style=solid]; -"1082 compressed_weight_updated_constant50" -> "1083 mul_tensor_50" [label="(384, 1536)", style=solid]; -"1083 mul_tensor_50" -> "1085 sub_tensor_50" [label="(384, 1536)", style=solid]; -"1084 zero_point_updated_constant50" -> "1085 sub_tensor_50" [label="(384, 1)", style=solid]; -"1085 sub_tensor_50" -> "1086 linear_49" [label="(384, 1536)", style=solid]; -"1086 linear_49" -> "1087 dropout_31" [label="(1, 14, 14, 384)", style=solid]; -"1087 dropout_31" -> "1090 layer_norm_18" [label="(1, 14, 14, 384)", style=solid]; -"1088 _param_constant136" -> "1090 layer_norm_18" [label="(384,)", style=solid]; -"1089 _param_constant137" -> "1090 layer_norm_18" [label="(384,)", style=solid]; -"1090 layer_norm_18" -> "1091 add_27" [label="(1, 14, 14, 384)", style=solid]; -"1091 add_27" -> "1118 pad_10" [label="(1, 14, 14, 384)", style=solid]; -"1091 add_27" -> "1184 add_29" [label="(1, 14, 14, 384)", style=solid]; -"1092 _tensor_constant52" -> "1094 _tensor_constant52_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1093 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compressed_weight_updated_constant52" -> "1105 mul_tensor_52" [label="(12, 512)", style=solid]; -"1105 mul_tensor_52" -> "1107 sub_tensor_52" [label="(12, 512)", style=solid]; -"1106 zero_point_updated_constant52" -> "1107 sub_tensor_52" [label="(12, 1)", style=solid]; -"1107 sub_tensor_52" -> "1108 linear_51" [label="(12, 512)", style=solid]; -"1108 linear_51" -> "1109 view_44" [label="(1, 15, 15, 12)", style=solid]; -"1109 view_44" -> "1111 index_8" [label="(225, 12)", style=solid]; -"1110 _tensor_constant53" -> "1111 index_8" [label="(4096,)", style=solid]; -"1111 index_8" -> "1112 view_45" [label="(4096, 12)", style=solid]; -"1112 view_45" -> "1113 permute_37" [label="(64, 64, 12)", style=solid]; -"1113 permute_37" -> "1114 contiguous_14" [label="(12, 64, 64)", style=solid]; -"1114 contiguous_14" -> "1115 unsqueeze_24" [label="(12, 64, 64)", style=solid]; -"1115 unsqueeze_24" -> "1116 sigmoid_8" [label="(1, 12, 64, 64)", style=solid]; -"1116 sigmoid_8" -> "1117 mul_16" [label="(1, 12, 64, 64)", style=solid]; -"1117 mul_16" -> "1156 add_28" [label="(1, 12, 64, 64)", style=solid]; -"1118 pad_10" -> "1119 view_46" [label="(1, 16, 16, 384)", style=solid]; -"1119 view_46" -> "1120 permute_38" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1120 permute_38" -> "1121 reshape_36" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1121 reshape_36" -> "1124 reshape_36_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1122 _param_constant141" -> "1123 clone_8" [label="(1152,)", style=solid]; -"1123 clone_8" -> "1132 linear_52" [label="(1152,)", style=solid]; -"1124 reshape_36_0_0_nncf_smooth_quant_0" -> "1125 quantize_per_tensor_default_51" [label="(4, 64, 384)", style=solid]; -"1125 quantize_per_tensor_default_51" -> "1126 dequantize_per_tensor_default_51" [label="(4, 64, 384)", style=solid]; -"1126 dequantize_per_tensor_default_51" -> "1132 linear_52" [label="(4, 64, 384)", style=solid]; -"1127 scale_updated_constant53" -> "1129 mul_tensor_53" [label="(1152, 1)", style=solid]; -"1128 compressed_weight_updated_constant53" -> "1129 mul_tensor_53" [label="(1152, 384)", style=solid]; -"1129 mul_tensor_53" -> "1131 sub_tensor_53" [label="(1152, 384)", style=solid]; -"1130 zero_point_updated_constant53" -> "1131 sub_tensor_53" [label="(1152, 1)", style=solid]; -"1131 sub_tensor_53" -> "1132 linear_52" [label="(1152, 384)", style=solid]; -"1132 linear_52" -> "1133 reshape_37" [label="(4, 64, 1152)", style=solid]; -"1133 reshape_37" -> "1134 permute_39" [label="(4, 64, 3, 12, 32)", style=solid]; -"1134 permute_39" -> "1135 select_24" [label="(3, 4, 12, 64, 32)", style=solid]; -"1134 permute_39" -> "1136 select_25" [label="(3, 4, 12, 64, 32)", style=solid]; -"1134 permute_39" -> "1137 select_26" [label="(3, 4, 12, 64, 32)", style=solid]; -"1135 select_24" -> "1138 linalg_vector_norm_16" [label="(4, 12, 64, 32)", style=solid]; -"1135 select_24" -> "1140 expand_as_16" [label="(4, 12, 64, 32)", style=solid]; -"1135 select_24" -> "1141 div_16" [label="(4, 12, 64, 32)", style=solid]; -"1136 select_25" -> "1144 linalg_vector_norm_17" [label="(4, 12, 64, 32)", style=solid]; -"1136 select_25" -> "1146 expand_as_17" [label="(4, 12, 64, 32)", style=solid]; -"1136 select_25" -> "1147 div_17" [label="(4, 12, 64, 32)", style=solid]; -"1137 select_26" -> "1159 matmul_17" [label="(4, 12, 64, 32)", style=solid]; -"1138 linalg_vector_norm_16" -> "1139 clamp_min_16" [label="(4, 12, 64, 1)", style=solid]; -"1139 clamp_min_16" -> "1140 expand_as_16" [label="(4, 12, 64, 1)", style=solid]; -"1140 expand_as_16" -> "1141 div_16" [label="(4, 12, 64, 32)", style=solid]; -"1141 div_16" -> "1142 quantize_per_tensor_default_52" [label="(4, 12, 64, 32)", style=solid]; -"1142 quantize_per_tensor_default_52" -> "1143 dequantize_per_tensor_default_52" [label="(4, 12, 64, 32)", style=solid]; -"1143 dequantize_per_tensor_default_52" -> "1151 matmul_16" [label="(4, 12, 64, 32)", style=solid]; -"1144 linalg_vector_norm_17" -> "1145 clamp_min_17" [label="(4, 12, 64, 1)", style=solid]; -"1145 clamp_min_17" -> "1146 expand_as_17" [label="(4, 12, 64, 1)", style=solid]; -"1146 expand_as_17" -> "1147 div_17" [label="(4, 12, 64, 32)", style=solid]; -"1147 div_17" -> "1148 quantize_per_tensor_default_53" [label="(4, 12, 64, 32)", style=solid]; -"1148 quantize_per_tensor_default_53" -> "1149 dequantize_per_tensor_default_53" [label="(4, 12, 64, 32)", style=solid]; -"1149 dequantize_per_tensor_default_53" -> "1150 transpose_16" [label="(4, 12, 64, 32)", style=solid]; -"1150 transpose_16" -> "1151 matmul_16" [label="(4, 12, 32, 64)", style=solid]; -"1151 matmul_16" -> "1155 mul_17" [label="(4, 12, 64, 64)", style=solid]; -"1152 _param_constant143" -> "1153 clamp_8" [label="(12, 1, 1)", style=solid]; -"1153 clamp_8" -> "1154 exp_8" [label="(12, 1, 1)", style=solid]; -"1154 exp_8" -> "1155 mul_17" [label="(12, 1, 1)", style=solid]; -"1155 mul_17" -> "1156 add_28" [label="(4, 12, 64, 64)", style=solid]; -"1156 add_28" -> "1157 softmax_8" [label="(4, 12, 64, 64)", style=solid]; -"1157 softmax_8" -> "1158 dropout_32" [label="(4, 12, 64, 64)", style=solid]; -"1158 dropout_32" -> "1159 matmul_17" [label="(4, 12, 64, 64)", style=solid]; -"1159 matmul_17" -> "1160 transpose_17" [label="(4, 12, 64, 32)", style=solid]; -"1160 transpose_17" -> "1161 reshape_38" [label="(4, 64, 12, 32)", style=solid]; -"1161 reshape_38" -> "1163 reshape_38_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1162 _param_constant145" -> "1171 linear_53" [label="(384,)", style=solid]; -"1163 reshape_38_0_0_nncf_smooth_quant_0" -> "1164 quantize_per_tensor_default_54" [label="(4, 64, 384)", style=solid]; -"1164 quantize_per_tensor_default_54" -> "1165 dequantize_per_tensor_default_54" [label="(4, 64, 384)", style=solid]; -"1165 dequantize_per_tensor_default_54" -> "1171 linear_53" [label="(4, 64, 384)", style=solid]; -"1166 scale_updated_constant54" -> "1168 mul_tensor_54" [label="(384, 1)", style=solid]; -"1167 compressed_weight_updated_constant54" -> "1168 mul_tensor_54" [label="(384, 384)", style=solid]; -"1168 mul_tensor_54" -> "1170 sub_tensor_54" [label="(384, 384)", style=solid]; -"1169 zero_point_updated_constant54" -> "1170 sub_tensor_54" [label="(384, 1)", style=solid]; -"1170 sub_tensor_54" -> "1171 linear_53" [label="(384, 384)", style=solid]; -"1171 linear_53" -> "1172 dropout_33" [label="(4, 64, 384)", style=solid]; -"1172 dropout_33" -> "1173 view_47" [label="(4, 64, 384)", style=solid]; -"1173 view_47" -> "1174 permute_40" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1174 permute_40" -> "1175 reshape_39" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1175 reshape_39" -> "1176 slice_134" [label="(1, 16, 16, 384)", style=solid]; -"1176 slice_134" -> "1177 slice_135" [label="(1, 16, 16, 384)", style=solid]; -"1177 slice_135" -> "1178 slice_136" [label="(1, 14, 16, 384)", style=solid]; -"1178 slice_136" -> "1179 slice_137" [label="(1, 14, 14, 384)", style=solid]; -"1179 slice_137" -> "1180 contiguous_15" [label="(1, 14, 14, 384)", style=solid]; -"1180 contiguous_15" -> "1183 layer_norm_19" [label="(1, 14, 14, 384)", style=solid]; -"1181 _param_constant146" -> "1183 layer_norm_19" [label="(384,)", style=solid]; -"1182 _param_constant147" -> "1183 layer_norm_19" [label="(384,)", style=solid]; -"1183 layer_norm_19" -> "1184 add_29" [label="(1, 14, 14, 384)", style=solid]; -"1184 add_29" -> "1186 add_29_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1184 add_29" -> "1211 add_30" [label="(1, 14, 14, 384)", style=solid]; -"1185 _param_constant149" -> "1194 linear_54" [label="(1536,)", style=solid]; -"1186 add_29_0_0_nncf_smooth_quant_0" -> "1187 quantize_per_tensor_default_55" [label="(1, 14, 14, 384)", style=solid]; -"1187 quantize_per_tensor_default_55" -> "1188 dequantize_per_tensor_default_55" [label="(1, 14, 14, 384)", style=solid]; -"1188 dequantize_per_tensor_default_55" -> "1194 linear_54" [label="(1, 14, 14, 384)", style=solid]; -"1189 scale_updated_constant55" -> "1191 mul_tensor_55" [label="(1536, 1)", style=solid]; -"1190 compressed_weight_updated_constant55" -> "1191 mul_tensor_55" [label="(1536, 384)", style=solid]; -"1191 mul_tensor_55" -> "1193 sub_tensor_55" [label="(1536, 384)", style=solid]; -"1192 zero_point_updated_constant55" -> "1193 sub_tensor_55" [label="(1536, 1)", style=solid]; -"1193 sub_tensor_55" -> "1194 linear_54" [label="(1536, 384)", style=solid]; -"1194 linear_54" -> "1195 gelu_8" [label="(1, 14, 14, 1536)", style=solid]; -"1195 gelu_8" -> "1196 dropout_34" [label="(1, 14, 14, 1536)", style=solid]; -"1196 dropout_34" -> "1198 dropout_34_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1197 _param_constant151" -> "1206 linear_55" [label="(384,)", style=solid]; -"1198 dropout_34_0_0_nncf_smooth_quant_0" -> "1199 quantize_per_tensor_default_56" [label="(1, 14, 14, 1536)", style=solid]; -"1199 quantize_per_tensor_default_56" -> "1200 dequantize_per_tensor_default_56" [label="(1, 14, 14, 1536)", style=solid]; -"1200 dequantize_per_tensor_default_56" -> "1206 linear_55" [label="(1, 14, 14, 1536)", style=solid]; -"1201 scale_updated_constant56" -> "1203 mul_tensor_56" [label="(384, 1)", style=solid]; -"1202 compressed_weight_updated_constant56" -> "1203 mul_tensor_56" [label="(384, 1536)", style=solid]; -"1203 mul_tensor_56" -> "1205 sub_tensor_56" [label="(384, 1536)", style=solid]; -"1204 zero_point_updated_constant56" -> "1205 sub_tensor_56" [label="(384, 1)", style=solid]; -"1205 sub_tensor_56" -> "1206 linear_55" [label="(384, 1536)", style=solid]; -"1206 linear_55" -> "1207 dropout_35" [label="(1, 14, 14, 384)", style=solid]; -"1207 dropout_35" -> "1210 layer_norm_20" [label="(1, 14, 14, 384)", style=solid]; -"1208 _param_constant152" -> "1210 layer_norm_20" [label="(384,)", style=solid]; -"1209 _param_constant153" -> "1210 layer_norm_20" [label="(384,)", style=solid]; -"1210 layer_norm_20" -> "1211 add_30" [label="(1, 14, 14, 384)", style=solid]; -"1211 add_30" -> "1238 pad_11" [label="(1, 14, 14, 384)", style=solid]; -"1211 add_30" -> "1322 add_33" [label="(1, 14, 14, 384)", style=solid]; -"1212 _tensor_constant54" -> "1214 _tensor_constant54_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1213 _param_constant155" -> "1220 linear_56" [label="(512,)", style=solid]; -"1214 _tensor_constant54_0_0_nncf_smooth_quant_0" -> "1220 linear_56" [label="(1, 15, 15, 2)", style=solid]; -"1215 scale_updated_constant57" -> "1217 mul_tensor_57" [label="(512, 1)", style=solid]; -"1216 compressed_weight_updated_constant57" -> "1217 mul_tensor_57" [label="(512, 2)", style=solid]; -"1217 mul_tensor_57" -> "1219 sub_tensor_57" [label="(512, 2)", style=solid]; -"1218 zero_point_updated_constant57" -> "1219 sub_tensor_57" [label="(512, 1)", style=solid]; -"1219 sub_tensor_57" -> "1220 linear_56" [label="(512, 2)", style=solid]; -"1220 linear_56" -> "1221 relu__9" [label="(1, 15, 15, 512)", style=solid]; -"1221 relu__9" -> "1222 relu__9_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1222 relu__9_0_0_nncf_smooth_quant_0" -> "1228 linear_57" [label="(1, 15, 15, 512)", style=solid]; -"1223 scale_updated_constant58" -> "1225 mul_tensor_58" [label="(12, 1)", style=solid]; -"1224 compressed_weight_updated_constant58" -> "1225 mul_tensor_58" [label="(12, 512)", style=solid]; -"1225 mul_tensor_58" -> "1227 sub_tensor_58" [label="(12, 512)", style=solid]; -"1226 zero_point_updated_constant58" -> "1227 sub_tensor_58" [label="(12, 1)", style=solid]; -"1227 sub_tensor_58" -> "1228 linear_57" [label="(12, 512)", style=solid]; -"1228 linear_57" -> "1229 view_48" [label="(1, 15, 15, 12)", style=solid]; -"1229 view_48" -> "1231 index_9" [label="(225, 12)", style=solid]; -"1230 _tensor_constant55" -> "1231 index_9" [label="(4096,)", style=solid]; -"1231 index_9" -> "1232 view_49" [label="(4096, 12)", style=solid]; -"1232 view_49" -> "1233 permute_41" [label="(64, 64, 12)", style=solid]; -"1233 permute_41" -> "1234 contiguous_16" [label="(12, 64, 64)", style=solid]; -"1234 contiguous_16" -> "1235 unsqueeze_25" [label="(12, 64, 64)", style=solid]; -"1235 unsqueeze_25" -> "1236 sigmoid_9" [label="(1, 12, 64, 64)", style=solid]; -"1236 sigmoid_9" -> "1237 mul_18" [label="(1, 12, 64, 64)", style=solid]; -"1237 mul_18" -> "1277 add_31" [label="(1, 12, 64, 64)", style=solid]; -"1238 pad_11" -> "1239 roll_8" [label="(1, 16, 16, 384)", style=solid]; -"1239 roll_8" -> "1240 view_50" [label="(1, 16, 16, 384)", style=solid]; -"1240 view_50" -> "1241 permute_42" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1241 permute_42" -> "1242 reshape_40" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1242 reshape_40" -> "1245 reshape_40_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1242 reshape_40" -> "1278 new_zeros_4" [label="(4, 64, 384)", style=solid]; -"1243 _param_constant157" -> "1244 clone_9" [label="(1152,)", style=solid]; -"1244 clone_9" -> "1253 linear_58" [label="(1152,)", style=solid]; -"1245 reshape_40_0_0_nncf_smooth_quant_0" -> "1246 quantize_per_tensor_default_57" [label="(4, 64, 384)", style=solid]; -"1246 quantize_per_tensor_default_57" -> "1247 dequantize_per_tensor_default_57" [label="(4, 64, 384)", style=solid]; -"1247 dequantize_per_tensor_default_57" -> "1253 linear_58" [label="(4, 64, 384)", style=solid]; -"1248 scale_updated_constant59" -> "1250 mul_tensor_59" [label="(1152, 1)", style=solid]; -"1249 compressed_weight_updated_constant59" -> "1250 mul_tensor_59" [label="(1152, 384)", style=solid]; -"1250 mul_tensor_59" -> "1252 sub_tensor_59" [label="(1152, 384)", style=solid]; -"1251 zero_point_updated_constant59" -> "1252 sub_tensor_59" [label="(1152, 1)", style=solid]; -"1252 sub_tensor_59" -> "1253 linear_58" [label="(1152, 384)", style=solid]; -"1253 linear_58" -> "1254 reshape_41" [label="(4, 64, 1152)", style=solid]; -"1254 reshape_41" -> "1255 permute_43" [label="(4, 64, 3, 12, 32)", style=solid]; -"1255 permute_43" -> "1256 select_27" [label="(3, 4, 12, 64, 32)", style=solid]; -"1255 permute_43" -> "1257 select_28" [label="(3, 4, 12, 64, 32)", style=solid]; -"1255 permute_43" -> "1258 select_29" [label="(3, 4, 12, 64, 32)", style=solid]; -"1256 select_27" -> "1259 linalg_vector_norm_18" [label="(4, 12, 64, 32)", style=solid]; -"1256 select_27" -> "1261 expand_as_18" [label="(4, 12, 64, 32)", style=solid]; -"1256 select_27" -> "1262 div_18" [label="(4, 12, 64, 32)", style=solid]; -"1257 select_28" -> "1265 linalg_vector_norm_19" [label="(4, 12, 64, 32)", style=solid]; -"1257 select_28" -> "1267 expand_as_19" [label="(4, 12, 64, 32)", style=solid]; -"1257 select_28" -> "1268 div_19" [label="(4, 12, 64, 32)", style=solid]; -"1258 select_29" -> "1296 matmul_19" [label="(4, 12, 64, 32)", style=solid]; -"1259 linalg_vector_norm_18" -> "1260 clamp_min_18" [label="(4, 12, 64, 1)", style=solid]; -"1260 clamp_min_18" -> "1261 expand_as_18" [label="(4, 12, 64, 1)", style=solid]; -"1261 expand_as_18" -> "1262 div_18" [label="(4, 12, 64, 32)", style=solid]; -"1262 div_18" -> "1263 quantize_per_tensor_default_58" [label="(4, 12, 64, 32)", style=solid]; -"1263 quantize_per_tensor_default_58" -> "1264 dequantize_per_tensor_default_58" [label="(4, 12, 64, 32)", style=solid]; -"1264 dequantize_per_tensor_default_58" -> "1272 matmul_18" [label="(4, 12, 64, 32)", style=solid]; -"1265 linalg_vector_norm_19" -> "1266 clamp_min_19" [label="(4, 12, 64, 1)", style=solid]; -"1266 clamp_min_19" -> "1267 expand_as_19" [label="(4, 12, 64, 1)", style=solid]; -"1267 expand_as_19" -> "1268 div_19" [label="(4, 12, 64, 32)", style=solid]; -"1268 div_19" -> "1269 quantize_per_tensor_default_59" [label="(4, 12, 64, 32)", style=solid]; -"1269 quantize_per_tensor_default_59" -> "1270 dequantize_per_tensor_default_59" [label="(4, 12, 64, 32)", style=solid]; -"1270 dequantize_per_tensor_default_59" -> "1271 transpose_18" [label="(4, 12, 64, 32)", style=solid]; -"1271 transpose_18" -> "1272 matmul_18" [label="(4, 12, 32, 64)", style=solid]; -"1272 matmul_18" -> "1276 mul_19" [label="(4, 12, 64, 64)", style=solid]; -"1273 _param_constant159" -> "1274 clamp_9" [label="(12, 1, 1)", style=solid]; -"1274 clamp_9" -> "1275 exp_9" [label="(12, 1, 1)", style=solid]; -"1275 exp_9" -> "1276 mul_19" [label="(12, 1, 1)", style=solid]; -"1276 mul_19" -> "1277 add_31" [label="(4, 12, 64, 64)", style=solid]; -"1277 add_31" -> "1289 view_52" [label="(4, 12, 64, 64)", style=solid]; -"1278 new_zeros_4" -> "1279 view_51" [label="(16, 16)", style=solid]; -"1279 view_51" -> "1280 permute_44" [label="(2, 8, 2, 8)", style=solid]; -"1280 permute_44" -> "1281 reshape_42" [label="(2, 2, 8, 8)", style=solid]; -"1281 reshape_42" -> "1282 unsqueeze_26" [label="(4, 64)", style=solid]; -"1281 reshape_42" -> "1283 unsqueeze_27" [label="(4, 64)", style=solid]; -"1282 unsqueeze_26" -> "1284 sub_4" [label="(4, 1, 64)", style=solid]; -"1283 unsqueeze_27" -> "1284 sub_4" [label="(4, 64, 1)", style=solid]; -"1284 sub_4" -> "1285 ne_4" [label="(4, 64, 64)", style=solid]; -"1284 sub_4" -> "1286 masked_fill_8" [label="(4, 64, 64)", style=solid]; -"1284 sub_4" -> "1287 eq_4" [label="(4, 64, 64)", style=solid]; -"1285 ne_4" -> "1286 masked_fill_8" [label="(4, 64, 64)", style=solid]; -"1286 masked_fill_8" -> "1288 masked_fill_9" [label="(4, 64, 64)", style=solid]; -"1287 eq_4" -> "1288 masked_fill_9" [label="(4, 64, 64)", style=solid]; -"1288 masked_fill_9" -> "1290 unsqueeze_28" [label="(4, 64, 64)", style=solid]; -"1289 view_52" -> "1292 add_32" [label="(1, 4, 12, 64, 64)", style=solid]; -"1290 unsqueeze_28" -> "1291 unsqueeze_29" [label="(4, 1, 64, 64)", style=solid]; -"1291 unsqueeze_29" -> "1292 add_32" [label="(1, 4, 1, 64, 64)", style=solid]; -"1292 add_32" -> "1293 view_53" [label="(1, 4, 12, 64, 64)", style=solid]; -"1293 view_53" -> "1294 softmax_9" [label="(4, 12, 64, 64)", style=solid]; -"1294 softmax_9" -> "1295 dropout_36" [label="(4, 12, 64, 64)", style=solid]; -"1295 dropout_36" -> "1296 matmul_19" [label="(4, 12, 64, 64)", style=solid]; -"1296 matmul_19" -> "1297 transpose_19" [label="(4, 12, 64, 32)", style=solid]; -"1297 transpose_19" -> "1298 reshape_43" [label="(4, 64, 12, 32)", style=solid]; -"1298 reshape_43" -> "1300 reshape_43_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1299 _param_constant161" -> "1308 linear_59" [label="(384,)", style=solid]; -"1300 reshape_43_0_0_nncf_smooth_quant_0" -> "1301 quantize_per_tensor_default_60" [label="(4, 64, 384)", style=solid]; -"1301 quantize_per_tensor_default_60" -> "1302 dequantize_per_tensor_default_60" [label="(4, 64, 384)", style=solid]; -"1302 dequantize_per_tensor_default_60" -> "1308 linear_59" [label="(4, 64, 384)", style=solid]; -"1303 scale_updated_constant60" -> "1305 mul_tensor_60" [label="(384, 1)", style=solid]; -"1304 compressed_weight_updated_constant60" -> "1305 mul_tensor_60" [label="(384, 384)", style=solid]; -"1305 mul_tensor_60" -> "1307 sub_tensor_60" [label="(384, 384)", style=solid]; -"1306 zero_point_updated_constant60" -> "1307 sub_tensor_60" [label="(384, 1)", style=solid]; -"1307 sub_tensor_60" -> "1308 linear_59" [label="(384, 384)", style=solid]; -"1308 linear_59" -> "1309 dropout_37" [label="(4, 64, 384)", style=solid]; -"1309 dropout_37" -> "1310 view_54" [label="(4, 64, 384)", style=solid]; -"1310 view_54" -> "1311 permute_45" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1311 permute_45" -> "1312 reshape_44" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1312 reshape_44" -> "1313 roll_9" [label="(1, 16, 16, 384)", style=solid]; -"1313 roll_9" -> "1314 slice_157" [label="(1, 16, 16, 384)", style=solid]; -"1314 slice_157" -> "1315 slice_158" [label="(1, 16, 16, 384)", style=solid]; -"1315 slice_158" -> "1316 slice_159" [label="(1, 14, 16, 384)", style=solid]; -"1316 slice_159" -> "1317 slice_160" [label="(1, 14, 14, 384)", style=solid]; -"1317 slice_160" -> "1318 contiguous_17" [label="(1, 14, 14, 384)", style=solid]; -"1318 contiguous_17" -> "1321 layer_norm_21" [label="(1, 14, 14, 384)", style=solid]; -"1319 _param_constant162" -> "1321 layer_norm_21" [label="(384,)", style=solid]; -"1320 _param_constant163" -> "1321 layer_norm_21" [label="(384,)", style=solid]; -"1321 layer_norm_21" -> "1322 add_33" [label="(1, 14, 14, 384)", style=solid]; -"1322 add_33" -> "1324 add_33_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1322 add_33" -> "1349 add_34" [label="(1, 14, 14, 384)", style=solid]; -"1323 _param_constant165" -> "1332 linear_60" [label="(1536,)", style=solid]; -"1324 add_33_0_0_nncf_smooth_quant_0" -> "1325 quantize_per_tensor_default_61" [label="(1, 14, 14, 384)", style=solid]; -"1325 quantize_per_tensor_default_61" -> "1326 dequantize_per_tensor_default_61" [label="(1, 14, 14, 384)", style=solid]; -"1326 dequantize_per_tensor_default_61" -> "1332 linear_60" [label="(1, 14, 14, 384)", style=solid]; -"1327 scale_updated_constant61" -> "1329 mul_tensor_61" [label="(1536, 1)", style=solid]; -"1328 compressed_weight_updated_constant61" -> "1329 mul_tensor_61" [label="(1536, 384)", style=solid]; -"1329 mul_tensor_61" -> "1331 sub_tensor_61" [label="(1536, 384)", style=solid]; -"1330 zero_point_updated_constant61" -> "1331 sub_tensor_61" [label="(1536, 1)", style=solid]; -"1331 sub_tensor_61" -> "1332 linear_60" [label="(1536, 384)", style=solid]; -"1332 linear_60" -> "1333 gelu_9" [label="(1, 14, 14, 1536)", style=solid]; -"1333 gelu_9" -> "1334 dropout_38" [label="(1, 14, 14, 1536)", style=solid]; -"1334 dropout_38" -> "1336 dropout_38_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1335 _param_constant167" -> "1344 linear_61" [label="(384,)", style=solid]; -"1336 dropout_38_0_0_nncf_smooth_quant_0" -> "1337 quantize_per_tensor_default_62" [label="(1, 14, 14, 1536)", style=solid]; -"1337 quantize_per_tensor_default_62" -> "1338 dequantize_per_tensor_default_62" [label="(1, 14, 14, 1536)", style=solid]; -"1338 dequantize_per_tensor_default_62" -> "1344 linear_61" [label="(1, 14, 14, 1536)", style=solid]; -"1339 scale_updated_constant62" -> "1341 mul_tensor_62" [label="(384, 1)", style=solid]; -"1340 compressed_weight_updated_constant62" -> "1341 mul_tensor_62" [label="(384, 1536)", style=solid]; -"1341 mul_tensor_62" -> "1343 sub_tensor_62" [label="(384, 1536)", style=solid]; -"1342 zero_point_updated_constant62" -> "1343 sub_tensor_62" [label="(384, 1)", style=solid]; -"1343 sub_tensor_62" -> "1344 linear_61" [label="(384, 1536)", style=solid]; -"1344 linear_61" -> "1345 dropout_39" [label="(1, 14, 14, 384)", style=solid]; -"1345 dropout_39" -> "1348 layer_norm_22" [label="(1, 14, 14, 384)", style=solid]; -"1346 _param_constant168" -> "1348 layer_norm_22" [label="(384,)", style=solid]; -"1347 _param_constant169" -> "1348 layer_norm_22" [label="(384,)", style=solid]; -"1348 layer_norm_22" -> "1349 add_34" [label="(1, 14, 14, 384)", style=solid]; -"1349 add_34" -> "1376 pad_12" [label="(1, 14, 14, 384)", style=solid]; -"1349 add_34" -> "1442 add_36" [label="(1, 14, 14, 384)", style=solid]; -"1350 _tensor_constant65" -> "1352 _tensor_constant65_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1351 _param_constant171" -> "1358 linear_62" [label="(512,)", style=solid]; -"1352 _tensor_constant65_0_0_nncf_smooth_quant_0" -> "1358 linear_62" [label="(1, 15, 15, 2)", style=solid]; -"1353 scale_updated_constant63" -> "1355 mul_tensor_63" [label="(512, 1)", style=solid]; -"1354 compressed_weight_updated_constant63" -> "1355 mul_tensor_63" [label="(512, 2)", style=solid]; -"1355 mul_tensor_63" -> "1357 sub_tensor_63" [label="(512, 2)", style=solid]; -"1356 zero_point_updated_constant63" -> "1357 sub_tensor_63" [label="(512, 1)", style=solid]; -"1357 sub_tensor_63" -> "1358 linear_62" [label="(512, 2)", style=solid]; -"1358 linear_62" -> "1359 relu__10" [label="(1, 15, 15, 512)", style=solid]; -"1359 relu__10" -> "1360 relu__10_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1360 relu__10_0_0_nncf_smooth_quant_0" -> "1366 linear_63" [label="(1, 15, 15, 512)", style=solid]; -"1361 scale_updated_constant64" -> "1363 mul_tensor_64" [label="(12, 1)", style=solid]; -"1362 compressed_weight_updated_constant64" -> "1363 mul_tensor_64" [label="(12, 512)", style=solid]; -"1363 mul_tensor_64" -> "1365 sub_tensor_64" [label="(12, 512)", style=solid]; -"1364 zero_point_updated_constant64" -> "1365 sub_tensor_64" [label="(12, 1)", style=solid]; -"1365 sub_tensor_64" -> "1366 linear_63" [label="(12, 512)", style=solid]; -"1366 linear_63" -> "1367 view_55" [label="(1, 15, 15, 12)", style=solid]; -"1367 view_55" -> "1369 index_10" [label="(225, 12)", style=solid]; -"1368 _tensor_constant66" -> "1369 index_10" [label="(4096,)", style=solid]; -"1369 index_10" -> "1370 view_56" [label="(4096, 12)", style=solid]; -"1370 view_56" -> "1371 permute_46" [label="(64, 64, 12)", style=solid]; -"1371 permute_46" -> "1372 contiguous_18" [label="(12, 64, 64)", style=solid]; -"1372 contiguous_18" -> "1373 unsqueeze_30" [label="(12, 64, 64)", style=solid]; -"1373 unsqueeze_30" -> "1374 sigmoid_10" [label="(1, 12, 64, 64)", style=solid]; -"1374 sigmoid_10" -> "1375 mul_20" [label="(1, 12, 64, 64)", style=solid]; -"1375 mul_20" -> "1414 add_35" [label="(1, 12, 64, 64)", style=solid]; -"1376 pad_12" -> "1377 view_57" [label="(1, 16, 16, 384)", style=solid]; -"1377 view_57" -> "1378 permute_47" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1378 permute_47" -> "1379 reshape_45" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1379 reshape_45" -> "1382 reshape_45_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1380 _param_constant173" -> "1381 clone_10" [label="(1152,)", style=solid]; -"1381 clone_10" -> "1390 linear_64" [label="(1152,)", style=solid]; -"1382 reshape_45_0_0_nncf_smooth_quant_0" -> "1383 quantize_per_tensor_default_63" [label="(4, 64, 384)", style=solid]; -"1383 quantize_per_tensor_default_63" -> "1384 dequantize_per_tensor_default_63" [label="(4, 64, 384)", style=solid]; -"1384 dequantize_per_tensor_default_63" -> "1390 linear_64" [label="(4, 64, 384)", style=solid]; -"1385 scale_updated_constant65" -> "1387 mul_tensor_65" [label="(1152, 1)", style=solid]; -"1386 compressed_weight_updated_constant65" -> "1387 mul_tensor_65" [label="(1152, 384)", style=solid]; -"1387 mul_tensor_65" -> "1389 sub_tensor_65" [label="(1152, 384)", style=solid]; -"1388 zero_point_updated_constant65" -> "1389 sub_tensor_65" [label="(1152, 1)", style=solid]; -"1389 sub_tensor_65" -> "1390 linear_64" [label="(1152, 384)", style=solid]; -"1390 linear_64" -> "1391 reshape_46" [label="(4, 64, 1152)", style=solid]; -"1391 reshape_46" -> "1392 permute_48" [label="(4, 64, 3, 12, 32)", style=solid]; -"1392 permute_48" -> "1393 select_30" [label="(3, 4, 12, 64, 32)", style=solid]; -"1392 permute_48" -> "1394 select_31" [label="(3, 4, 12, 64, 32)", style=solid]; -"1392 permute_48" -> "1395 select_32" [label="(3, 4, 12, 64, 32)", style=solid]; -"1393 select_30" -> "1396 linalg_vector_norm_20" [label="(4, 12, 64, 32)", style=solid]; -"1393 select_30" -> "1398 expand_as_20" [label="(4, 12, 64, 32)", style=solid]; -"1393 select_30" -> "1399 div_20" [label="(4, 12, 64, 32)", style=solid]; -"1394 select_31" -> "1402 linalg_vector_norm_21" [label="(4, 12, 64, 32)", style=solid]; -"1394 select_31" -> "1404 expand_as_21" [label="(4, 12, 64, 32)", style=solid]; -"1394 select_31" -> "1405 div_21" [label="(4, 12, 64, 32)", style=solid]; -"1395 select_32" -> "1417 matmul_21" [label="(4, 12, 64, 32)", style=solid]; -"1396 linalg_vector_norm_20" -> "1397 clamp_min_20" [label="(4, 12, 64, 1)", style=solid]; -"1397 clamp_min_20" -> "1398 expand_as_20" [label="(4, 12, 64, 1)", style=solid]; -"1398 expand_as_20" -> "1399 div_20" [label="(4, 12, 64, 32)", style=solid]; -"1399 div_20" -> "1400 quantize_per_tensor_default_64" [label="(4, 12, 64, 32)", style=solid]; -"1400 quantize_per_tensor_default_64" -> "1401 dequantize_per_tensor_default_64" [label="(4, 12, 64, 32)", style=solid]; -"1401 dequantize_per_tensor_default_64" -> "1409 matmul_20" [label="(4, 12, 64, 32)", style=solid]; -"1402 linalg_vector_norm_21" -> "1403 clamp_min_21" [label="(4, 12, 64, 1)", style=solid]; -"1403 clamp_min_21" -> "1404 expand_as_21" [label="(4, 12, 64, 1)", style=solid]; -"1404 expand_as_21" -> "1405 div_21" [label="(4, 12, 64, 32)", style=solid]; -"1405 div_21" -> "1406 quantize_per_tensor_default_65" [label="(4, 12, 64, 32)", style=solid]; -"1406 quantize_per_tensor_default_65" -> "1407 dequantize_per_tensor_default_65" [label="(4, 12, 64, 32)", style=solid]; -"1407 dequantize_per_tensor_default_65" -> "1408 transpose_20" [label="(4, 12, 64, 32)", style=solid]; -"1408 transpose_20" -> "1409 matmul_20" [label="(4, 12, 32, 64)", style=solid]; -"1409 matmul_20" -> "1413 mul_21" [label="(4, 12, 64, 64)", style=solid]; -"1410 _param_constant175" -> "1411 clamp_10" [label="(12, 1, 1)", style=solid]; -"1411 clamp_10" -> "1412 exp_10" [label="(12, 1, 1)", style=solid]; -"1412 exp_10" -> "1413 mul_21" [label="(12, 1, 1)", style=solid]; -"1413 mul_21" -> "1414 add_35" [label="(4, 12, 64, 64)", style=solid]; -"1414 add_35" -> "1415 softmax_10" [label="(4, 12, 64, 64)", style=solid]; -"1415 softmax_10" -> "1416 dropout_40" [label="(4, 12, 64, 64)", style=solid]; -"1416 dropout_40" -> "1417 matmul_21" [label="(4, 12, 64, 64)", style=solid]; -"1417 matmul_21" -> "1418 transpose_21" [label="(4, 12, 64, 32)", style=solid]; -"1418 transpose_21" -> "1419 reshape_47" [label="(4, 64, 12, 32)", style=solid]; -"1419 reshape_47" -> "1421 reshape_47_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1420 _param_constant177" -> "1429 linear_65" [label="(384,)", style=solid]; -"1421 reshape_47_0_0_nncf_smooth_quant_0" -> "1422 quantize_per_tensor_default_66" [label="(4, 64, 384)", style=solid]; -"1422 quantize_per_tensor_default_66" -> "1423 dequantize_per_tensor_default_66" [label="(4, 64, 384)", style=solid]; -"1423 dequantize_per_tensor_default_66" -> "1429 linear_65" [label="(4, 64, 384)", style=solid]; -"1424 scale_updated_constant66" -> "1426 mul_tensor_66" [label="(384, 1)", style=solid]; -"1425 compressed_weight_updated_constant66" -> "1426 mul_tensor_66" [label="(384, 384)", style=solid]; -"1426 mul_tensor_66" -> "1428 sub_tensor_66" [label="(384, 384)", style=solid]; -"1427 zero_point_updated_constant66" -> "1428 sub_tensor_66" [label="(384, 1)", style=solid]; -"1428 sub_tensor_66" -> "1429 linear_65" [label="(384, 384)", style=solid]; -"1429 linear_65" -> "1430 dropout_41" [label="(4, 64, 384)", style=solid]; -"1430 dropout_41" -> "1431 view_58" [label="(4, 64, 384)", style=solid]; -"1431 view_58" -> "1432 permute_49" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1432 permute_49" -> "1433 reshape_48" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1433 reshape_48" -> "1434 slice_162" [label="(1, 16, 16, 384)", style=solid]; -"1434 slice_162" -> "1435 slice_163" [label="(1, 16, 16, 384)", style=solid]; -"1435 slice_163" -> "1436 slice_164" [label="(1, 14, 16, 384)", style=solid]; -"1436 slice_164" -> "1437 slice_165" [label="(1, 14, 14, 384)", style=solid]; -"1437 slice_165" -> "1438 contiguous_19" [label="(1, 14, 14, 384)", style=solid]; -"1438 contiguous_19" -> "1441 layer_norm_23" [label="(1, 14, 14, 384)", style=solid]; -"1439 _param_constant178" -> "1441 layer_norm_23" [label="(384,)", style=solid]; -"1440 _param_constant179" -> "1441 layer_norm_23" [label="(384,)", style=solid]; -"1441 layer_norm_23" -> "1442 add_36" [label="(1, 14, 14, 384)", style=solid]; -"1442 add_36" -> "1444 add_36_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1442 add_36" -> "1469 add_37" [label="(1, 14, 14, 384)", style=solid]; -"1443 _param_constant181" -> "1452 linear_66" [label="(1536,)", style=solid]; -"1444 add_36_0_0_nncf_smooth_quant_0" -> "1445 quantize_per_tensor_default_67" [label="(1, 14, 14, 384)", style=solid]; -"1445 quantize_per_tensor_default_67" -> "1446 dequantize_per_tensor_default_67" [label="(1, 14, 14, 384)", style=solid]; -"1446 dequantize_per_tensor_default_67" -> "1452 linear_66" [label="(1, 14, 14, 384)", style=solid]; -"1447 scale_updated_constant67" -> "1449 mul_tensor_67" [label="(1536, 1)", style=solid]; -"1448 compressed_weight_updated_constant67" -> "1449 mul_tensor_67" [label="(1536, 384)", style=solid]; -"1449 mul_tensor_67" -> "1451 sub_tensor_67" [label="(1536, 384)", style=solid]; -"1450 zero_point_updated_constant67" -> "1451 sub_tensor_67" [label="(1536, 1)", style=solid]; -"1451 sub_tensor_67" -> "1452 linear_66" [label="(1536, 384)", style=solid]; -"1452 linear_66" -> "1453 gelu_10" [label="(1, 14, 14, 1536)", style=solid]; -"1453 gelu_10" -> "1454 dropout_42" [label="(1, 14, 14, 1536)", style=solid]; -"1454 dropout_42" -> "1456 dropout_42_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1455 _param_constant183" -> "1464 linear_67" [label="(384,)", style=solid]; -"1456 dropout_42_0_0_nncf_smooth_quant_0" -> "1457 quantize_per_tensor_default_68" [label="(1, 14, 14, 1536)", style=solid]; -"1457 quantize_per_tensor_default_68" -> "1458 dequantize_per_tensor_default_68" [label="(1, 14, 14, 1536)", style=solid]; -"1458 dequantize_per_tensor_default_68" -> "1464 linear_67" [label="(1, 14, 14, 1536)", style=solid]; -"1459 scale_updated_constant68" -> "1461 mul_tensor_68" [label="(384, 1)", style=solid]; -"1460 compressed_weight_updated_constant68" -> "1461 mul_tensor_68" [label="(384, 1536)", style=solid]; -"1461 mul_tensor_68" -> "1463 sub_tensor_68" [label="(384, 1536)", style=solid]; -"1462 zero_point_updated_constant68" -> "1463 sub_tensor_68" [label="(384, 1)", style=solid]; -"1463 sub_tensor_68" -> "1464 linear_67" [label="(384, 1536)", style=solid]; -"1464 linear_67" -> "1465 dropout_43" [label="(1, 14, 14, 384)", style=solid]; -"1465 dropout_43" -> "1468 layer_norm_24" [label="(1, 14, 14, 384)", style=solid]; -"1466 _param_constant184" -> "1468 layer_norm_24" [label="(384,)", style=solid]; -"1467 _param_constant185" -> "1468 layer_norm_24" [label="(384,)", style=solid]; -"1468 layer_norm_24" -> "1469 add_37" [label="(1, 14, 14, 384)", style=solid]; -"1469 add_37" -> "1496 pad_13" [label="(1, 14, 14, 384)", style=solid]; -"1469 add_37" -> "1580 add_40" [label="(1, 14, 14, 384)", style=solid]; -"1470 _tensor_constant67" -> "1472 _tensor_constant67_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1471 _param_constant187" -> "1478 linear_68" [label="(512,)", style=solid]; -"1472 _tensor_constant67_0_0_nncf_smooth_quant_0" -> "1478 linear_68" [label="(1, 15, 15, 2)", style=solid]; -"1473 scale_updated_constant69" -> "1475 mul_tensor_69" [label="(512, 1)", style=solid]; -"1474 compressed_weight_updated_constant69" -> "1475 mul_tensor_69" [label="(512, 2)", style=solid]; -"1475 mul_tensor_69" -> "1477 sub_tensor_69" [label="(512, 2)", style=solid]; -"1476 zero_point_updated_constant69" -> "1477 sub_tensor_69" [label="(512, 1)", style=solid]; -"1477 sub_tensor_69" -> "1478 linear_68" [label="(512, 2)", style=solid]; -"1478 linear_68" -> "1479 relu__11" [label="(1, 15, 15, 512)", style=solid]; -"1479 relu__11" -> "1480 relu__11_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1480 relu__11_0_0_nncf_smooth_quant_0" -> "1486 linear_69" [label="(1, 15, 15, 512)", style=solid]; -"1481 scale_updated_constant70" -> "1483 mul_tensor_70" [label="(12, 1)", style=solid]; -"1482 compressed_weight_updated_constant70" -> "1483 mul_tensor_70" [label="(12, 512)", style=solid]; -"1483 mul_tensor_70" -> "1485 sub_tensor_70" [label="(12, 512)", style=solid]; -"1484 zero_point_updated_constant70" -> "1485 sub_tensor_70" [label="(12, 1)", style=solid]; -"1485 sub_tensor_70" -> "1486 linear_69" [label="(12, 512)", style=solid]; -"1486 linear_69" -> "1487 view_59" [label="(1, 15, 15, 12)", style=solid]; -"1487 view_59" -> "1489 index_11" [label="(225, 12)", style=solid]; -"1488 _tensor_constant68" -> "1489 index_11" [label="(4096,)", style=solid]; -"1489 index_11" -> "1490 view_60" [label="(4096, 12)", style=solid]; -"1490 view_60" -> "1491 permute_50" [label="(64, 64, 12)", style=solid]; -"1491 permute_50" -> "1492 contiguous_20" [label="(12, 64, 64)", style=solid]; -"1492 contiguous_20" -> "1493 unsqueeze_31" [label="(12, 64, 64)", style=solid]; -"1493 unsqueeze_31" -> "1494 sigmoid_11" [label="(1, 12, 64, 64)", style=solid]; -"1494 sigmoid_11" -> "1495 mul_22" [label="(1, 12, 64, 64)", style=solid]; -"1495 mul_22" -> "1535 add_38" [label="(1, 12, 64, 64)", style=solid]; -"1496 pad_13" -> "1497 roll_10" [label="(1, 16, 16, 384)", style=solid]; -"1497 roll_10" -> "1498 view_61" [label="(1, 16, 16, 384)", style=solid]; -"1498 view_61" -> "1499 permute_51" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1499 permute_51" -> "1500 reshape_49" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1500 reshape_49" -> "1503 reshape_49_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1500 reshape_49" -> "1536 new_zeros_5" [label="(4, 64, 384)", style=solid]; -"1501 _param_constant189" -> "1502 clone_11" [label="(1152,)", style=solid]; -"1502 clone_11" -> "1511 linear_70" [label="(1152,)", style=solid]; -"1503 reshape_49_0_0_nncf_smooth_quant_0" -> "1504 quantize_per_tensor_default_69" [label="(4, 64, 384)", style=solid]; -"1504 quantize_per_tensor_default_69" -> "1505 dequantize_per_tensor_default_69" [label="(4, 64, 384)", style=solid]; -"1505 dequantize_per_tensor_default_69" -> "1511 linear_70" [label="(4, 64, 384)", style=solid]; -"1506 scale_updated_constant71" -> "1508 mul_tensor_71" [label="(1152, 1)", style=solid]; -"1507 compressed_weight_updated_constant71" -> "1508 mul_tensor_71" [label="(1152, 384)", style=solid]; -"1508 mul_tensor_71" -> "1510 sub_tensor_71" [label="(1152, 384)", style=solid]; -"1509 zero_point_updated_constant71" -> "1510 sub_tensor_71" [label="(1152, 1)", style=solid]; -"1510 sub_tensor_71" -> "1511 linear_70" [label="(1152, 384)", style=solid]; -"1511 linear_70" -> "1512 reshape_50" [label="(4, 64, 1152)", style=solid]; -"1512 reshape_50" -> "1513 permute_52" [label="(4, 64, 3, 12, 32)", style=solid]; -"1513 permute_52" -> "1514 select_33" [label="(3, 4, 12, 64, 32)", style=solid]; -"1513 permute_52" -> "1515 select_34" [label="(3, 4, 12, 64, 32)", style=solid]; -"1513 permute_52" -> "1516 select_35" [label="(3, 4, 12, 64, 32)", style=solid]; -"1514 select_33" -> "1517 linalg_vector_norm_22" [label="(4, 12, 64, 32)", style=solid]; -"1514 select_33" -> "1519 expand_as_22" [label="(4, 12, 64, 32)", style=solid]; -"1514 select_33" -> "1520 div_22" [label="(4, 12, 64, 32)", style=solid]; -"1515 select_34" -> "1523 linalg_vector_norm_23" [label="(4, 12, 64, 32)", style=solid]; -"1515 select_34" -> "1525 expand_as_23" [label="(4, 12, 64, 32)", style=solid]; -"1515 select_34" -> "1526 div_23" [label="(4, 12, 64, 32)", style=solid]; -"1516 select_35" -> "1554 matmul_23" [label="(4, 12, 64, 32)", style=solid]; -"1517 linalg_vector_norm_22" -> "1518 clamp_min_22" [label="(4, 12, 64, 1)", style=solid]; -"1518 clamp_min_22" -> "1519 expand_as_22" [label="(4, 12, 64, 1)", style=solid]; -"1519 expand_as_22" -> "1520 div_22" [label="(4, 12, 64, 32)", style=solid]; -"1520 div_22" -> "1521 quantize_per_tensor_default_70" [label="(4, 12, 64, 32)", style=solid]; -"1521 quantize_per_tensor_default_70" -> "1522 dequantize_per_tensor_default_70" [label="(4, 12, 64, 32)", style=solid]; -"1522 dequantize_per_tensor_default_70" -> "1530 matmul_22" [label="(4, 12, 64, 32)", style=solid]; -"1523 linalg_vector_norm_23" -> "1524 clamp_min_23" [label="(4, 12, 64, 1)", style=solid]; -"1524 clamp_min_23" -> "1525 expand_as_23" [label="(4, 12, 64, 1)", style=solid]; -"1525 expand_as_23" -> "1526 div_23" [label="(4, 12, 64, 32)", style=solid]; -"1526 div_23" -> "1527 quantize_per_tensor_default_71" [label="(4, 12, 64, 32)", style=solid]; -"1527 quantize_per_tensor_default_71" -> "1528 dequantize_per_tensor_default_71" [label="(4, 12, 64, 32)", style=solid]; -"1528 dequantize_per_tensor_default_71" -> "1529 transpose_22" [label="(4, 12, 64, 32)", style=solid]; -"1529 transpose_22" -> "1530 matmul_22" [label="(4, 12, 32, 64)", style=solid]; -"1530 matmul_22" -> "1534 mul_23" [label="(4, 12, 64, 64)", style=solid]; -"1531 _param_constant191" -> "1532 clamp_11" [label="(12, 1, 1)", style=solid]; -"1532 clamp_11" -> "1533 exp_11" [label="(12, 1, 1)", style=solid]; -"1533 exp_11" -> "1534 mul_23" [label="(12, 1, 1)", style=solid]; -"1534 mul_23" -> "1535 add_38" [label="(4, 12, 64, 64)", style=solid]; -"1535 add_38" -> "1547 view_63" [label="(4, 12, 64, 64)", style=solid]; -"1536 new_zeros_5" -> "1537 view_62" [label="(16, 16)", style=solid]; -"1537 view_62" -> "1538 permute_53" [label="(2, 8, 2, 8)", style=solid]; -"1538 permute_53" -> "1539 reshape_51" [label="(2, 2, 8, 8)", style=solid]; -"1539 reshape_51" -> "1540 unsqueeze_32" [label="(4, 64)", style=solid]; -"1539 reshape_51" -> "1541 unsqueeze_33" [label="(4, 64)", style=solid]; -"1540 unsqueeze_32" -> "1542 sub_5" [label="(4, 1, 64)", style=solid]; -"1541 unsqueeze_33" -> "1542 sub_5" [label="(4, 64, 1)", style=solid]; -"1542 sub_5" -> "1543 ne_5" [label="(4, 64, 64)", style=solid]; -"1542 sub_5" -> "1544 masked_fill_10" [label="(4, 64, 64)", style=solid]; -"1542 sub_5" -> "1545 eq_5" [label="(4, 64, 64)", style=solid]; -"1543 ne_5" -> "1544 masked_fill_10" [label="(4, 64, 64)", style=solid]; -"1544 masked_fill_10" -> "1546 masked_fill_11" [label="(4, 64, 64)", style=solid]; -"1545 eq_5" -> "1546 masked_fill_11" [label="(4, 64, 64)", style=solid]; -"1546 masked_fill_11" -> "1548 unsqueeze_34" [label="(4, 64, 64)", style=solid]; -"1547 view_63" -> "1550 add_39" [label="(1, 4, 12, 64, 64)", style=solid]; -"1548 unsqueeze_34" -> "1549 unsqueeze_35" [label="(4, 1, 64, 64)", style=solid]; -"1549 unsqueeze_35" -> "1550 add_39" [label="(1, 4, 1, 64, 64)", style=solid]; -"1550 add_39" -> "1551 view_64" [label="(1, 4, 12, 64, 64)", style=solid]; -"1551 view_64" -> "1552 softmax_11" [label="(4, 12, 64, 64)", style=solid]; -"1552 softmax_11" -> "1553 dropout_44" [label="(4, 12, 64, 64)", style=solid]; -"1553 dropout_44" -> "1554 matmul_23" [label="(4, 12, 64, 64)", style=solid]; -"1554 matmul_23" -> "1555 transpose_23" [label="(4, 12, 64, 32)", style=solid]; -"1555 transpose_23" -> "1556 reshape_52" [label="(4, 64, 12, 32)", style=solid]; -"1556 reshape_52" -> "1558 reshape_52_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1557 _param_constant193" -> "1566 linear_71" [label="(384,)", style=solid]; -"1558 reshape_52_0_0_nncf_smooth_quant_0" -> "1559 quantize_per_tensor_default_72" [label="(4, 64, 384)", style=solid]; -"1559 quantize_per_tensor_default_72" -> "1560 dequantize_per_tensor_default_72" [label="(4, 64, 384)", style=solid]; -"1560 dequantize_per_tensor_default_72" -> "1566 linear_71" [label="(4, 64, 384)", style=solid]; -"1561 scale_updated_constant72" -> "1563 mul_tensor_72" [label="(384, 1)", style=solid]; -"1562 compressed_weight_updated_constant72" -> "1563 mul_tensor_72" [label="(384, 384)", style=solid]; -"1563 mul_tensor_72" -> "1565 sub_tensor_72" [label="(384, 384)", style=solid]; -"1564 zero_point_updated_constant72" -> "1565 sub_tensor_72" [label="(384, 1)", style=solid]; -"1565 sub_tensor_72" -> "1566 linear_71" [label="(384, 384)", style=solid]; -"1566 linear_71" -> "1567 dropout_45" [label="(4, 64, 384)", style=solid]; -"1567 dropout_45" -> "1568 view_65" [label="(4, 64, 384)", style=solid]; -"1568 view_65" -> "1569 permute_54" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1569 permute_54" -> "1570 reshape_53" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1570 reshape_53" -> "1571 roll_11" [label="(1, 16, 16, 384)", style=solid]; -"1571 roll_11" -> "1572 slice_185" [label="(1, 16, 16, 384)", style=solid]; -"1572 slice_185" -> "1573 slice_186" [label="(1, 16, 16, 384)", style=solid]; -"1573 slice_186" -> "1574 slice_187" [label="(1, 14, 16, 384)", style=solid]; -"1574 slice_187" -> "1575 slice_188" [label="(1, 14, 14, 384)", style=solid]; -"1575 slice_188" -> "1576 contiguous_21" [label="(1, 14, 14, 384)", style=solid]; -"1576 contiguous_21" -> "1579 layer_norm_25" [label="(1, 14, 14, 384)", style=solid]; -"1577 _param_constant194" -> "1579 layer_norm_25" [label="(384,)", style=solid]; -"1578 _param_constant195" -> "1579 layer_norm_25" [label="(384,)", style=solid]; -"1579 layer_norm_25" -> "1580 add_40" [label="(1, 14, 14, 384)", style=solid]; -"1580 add_40" -> "1582 add_40_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1580 add_40" -> "1607 add_41" [label="(1, 14, 14, 384)", style=solid]; -"1581 _param_constant197" -> "1590 linear_72" [label="(1536,)", style=solid]; -"1582 add_40_0_0_nncf_smooth_quant_0" -> "1583 quantize_per_tensor_default_73" [label="(1, 14, 14, 384)", style=solid]; -"1583 quantize_per_tensor_default_73" -> "1584 dequantize_per_tensor_default_73" [label="(1, 14, 14, 384)", style=solid]; -"1584 dequantize_per_tensor_default_73" -> "1590 linear_72" [label="(1, 14, 14, 384)", style=solid]; -"1585 scale_updated_constant73" -> "1587 mul_tensor_73" [label="(1536, 1)", style=solid]; -"1586 compressed_weight_updated_constant73" -> "1587 mul_tensor_73" [label="(1536, 384)", style=solid]; -"1587 mul_tensor_73" -> "1589 sub_tensor_73" [label="(1536, 384)", style=solid]; -"1588 zero_point_updated_constant73" -> "1589 sub_tensor_73" [label="(1536, 1)", style=solid]; -"1589 sub_tensor_73" -> "1590 linear_72" [label="(1536, 384)", style=solid]; -"1590 linear_72" -> "1591 gelu_11" [label="(1, 14, 14, 1536)", style=solid]; -"1591 gelu_11" -> "1592 dropout_46" [label="(1, 14, 14, 1536)", style=solid]; -"1592 dropout_46" -> "1594 dropout_46_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1593 _param_constant199" -> "1602 linear_73" [label="(384,)", style=solid]; -"1594 dropout_46_0_0_nncf_smooth_quant_0" -> "1595 quantize_per_tensor_default_74" [label="(1, 14, 14, 1536)", style=solid]; -"1595 quantize_per_tensor_default_74" -> "1596 dequantize_per_tensor_default_74" [label="(1, 14, 14, 1536)", style=solid]; -"1596 dequantize_per_tensor_default_74" -> "1602 linear_73" [label="(1, 14, 14, 1536)", style=solid]; -"1597 scale_updated_constant74" -> "1599 mul_tensor_74" [label="(384, 1)", style=solid]; -"1598 compressed_weight_updated_constant74" -> "1599 mul_tensor_74" [label="(384, 1536)", style=solid]; -"1599 mul_tensor_74" -> "1601 sub_tensor_74" [label="(384, 1536)", style=solid]; -"1600 zero_point_updated_constant74" -> "1601 sub_tensor_74" [label="(384, 1)", style=solid]; -"1601 sub_tensor_74" -> "1602 linear_73" [label="(384, 1536)", style=solid]; -"1602 linear_73" -> "1603 dropout_47" [label="(1, 14, 14, 384)", style=solid]; -"1603 dropout_47" -> "1606 layer_norm_26" [label="(1, 14, 14, 384)", style=solid]; -"1604 _param_constant200" -> "1606 layer_norm_26" [label="(384,)", style=solid]; -"1605 _param_constant201" -> "1606 layer_norm_26" [label="(384,)", style=solid]; -"1606 layer_norm_26" -> "1607 add_41" [label="(1, 14, 14, 384)", style=solid]; -"1607 add_41" -> "1634 pad_14" [label="(1, 14, 14, 384)", style=solid]; -"1607 add_41" -> "1700 add_43" [label="(1, 14, 14, 384)", style=solid]; -"1608 _tensor_constant78" -> "1610 _tensor_constant78_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1609 _param_constant203" -> "1616 linear_74" [label="(512,)", style=solid]; -"1610 _tensor_constant78_0_0_nncf_smooth_quant_0" -> "1616 linear_74" [label="(1, 15, 15, 2)", style=solid]; -"1611 scale_updated_constant75" -> "1613 mul_tensor_75" [label="(512, 1)", style=solid]; -"1612 compressed_weight_updated_constant75" -> "1613 mul_tensor_75" [label="(512, 2)", style=solid]; -"1613 mul_tensor_75" -> "1615 sub_tensor_75" [label="(512, 2)", style=solid]; -"1614 zero_point_updated_constant75" -> "1615 sub_tensor_75" [label="(512, 1)", style=solid]; -"1615 sub_tensor_75" -> "1616 linear_74" [label="(512, 2)", style=solid]; -"1616 linear_74" -> "1617 relu__12" [label="(1, 15, 15, 512)", style=solid]; -"1617 relu__12" -> "1618 relu__12_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1618 relu__12_0_0_nncf_smooth_quant_0" -> "1624 linear_75" [label="(1, 15, 15, 512)", style=solid]; -"1619 scale_updated_constant76" -> "1621 mul_tensor_76" [label="(12, 1)", style=solid]; -"1620 compressed_weight_updated_constant76" -> "1621 mul_tensor_76" [label="(12, 512)", style=solid]; -"1621 mul_tensor_76" -> "1623 sub_tensor_76" [label="(12, 512)", style=solid]; -"1622 zero_point_updated_constant76" -> "1623 sub_tensor_76" [label="(12, 1)", style=solid]; -"1623 sub_tensor_76" -> "1624 linear_75" [label="(12, 512)", style=solid]; -"1624 linear_75" -> "1625 view_66" [label="(1, 15, 15, 12)", style=solid]; -"1625 view_66" -> "1627 index_12" [label="(225, 12)", style=solid]; -"1626 _tensor_constant79" -> "1627 index_12" [label="(4096,)", style=solid]; -"1627 index_12" -> "1628 view_67" [label="(4096, 12)", style=solid]; -"1628 view_67" -> "1629 permute_55" [label="(64, 64, 12)", style=solid]; -"1629 permute_55" -> "1630 contiguous_22" [label="(12, 64, 64)", style=solid]; -"1630 contiguous_22" -> "1631 unsqueeze_36" [label="(12, 64, 64)", style=solid]; -"1631 unsqueeze_36" -> "1632 sigmoid_12" [label="(1, 12, 64, 64)", style=solid]; -"1632 sigmoid_12" -> "1633 mul_24" [label="(1, 12, 64, 64)", style=solid]; -"1633 mul_24" -> "1672 add_42" [label="(1, 12, 64, 64)", style=solid]; -"1634 pad_14" -> "1635 view_68" [label="(1, 16, 16, 384)", style=solid]; -"1635 view_68" -> "1636 permute_56" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1636 permute_56" -> "1637 reshape_54" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1637 reshape_54" -> "1640 reshape_54_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1638 _param_constant205" -> "1639 clone_12" [label="(1152,)", style=solid]; -"1639 clone_12" -> "1648 linear_76" [label="(1152,)", style=solid]; -"1640 reshape_54_0_0_nncf_smooth_quant_0" -> "1641 quantize_per_tensor_default_75" [label="(4, 64, 384)", style=solid]; -"1641 quantize_per_tensor_default_75" -> "1642 dequantize_per_tensor_default_75" [label="(4, 64, 384)", style=solid]; -"1642 dequantize_per_tensor_default_75" -> "1648 linear_76" [label="(4, 64, 384)", style=solid]; -"1643 scale_updated_constant77" -> "1645 mul_tensor_77" [label="(1152, 1)", style=solid]; -"1644 compressed_weight_updated_constant77" -> "1645 mul_tensor_77" [label="(1152, 384)", style=solid]; -"1645 mul_tensor_77" -> "1647 sub_tensor_77" [label="(1152, 384)", style=solid]; -"1646 zero_point_updated_constant77" -> "1647 sub_tensor_77" [label="(1152, 1)", style=solid]; -"1647 sub_tensor_77" -> "1648 linear_76" [label="(1152, 384)", style=solid]; -"1648 linear_76" -> "1649 reshape_55" [label="(4, 64, 1152)", style=solid]; -"1649 reshape_55" -> "1650 permute_57" [label="(4, 64, 3, 12, 32)", style=solid]; -"1650 permute_57" -> "1651 select_36" [label="(3, 4, 12, 64, 32)", style=solid]; -"1650 permute_57" -> "1652 select_37" [label="(3, 4, 12, 64, 32)", style=solid]; -"1650 permute_57" -> "1653 select_38" [label="(3, 4, 12, 64, 32)", style=solid]; -"1651 select_36" -> "1654 linalg_vector_norm_24" [label="(4, 12, 64, 32)", style=solid]; -"1651 select_36" -> "1656 expand_as_24" [label="(4, 12, 64, 32)", style=solid]; -"1651 select_36" -> "1657 div_24" [label="(4, 12, 64, 32)", style=solid]; -"1652 select_37" -> "1660 linalg_vector_norm_25" [label="(4, 12, 64, 32)", style=solid]; -"1652 select_37" -> "1662 expand_as_25" [label="(4, 12, 64, 32)", style=solid]; -"1652 select_37" -> "1663 div_25" [label="(4, 12, 64, 32)", style=solid]; -"1653 select_38" -> "1675 matmul_25" [label="(4, 12, 64, 32)", style=solid]; -"1654 linalg_vector_norm_24" -> "1655 clamp_min_24" [label="(4, 12, 64, 1)", style=solid]; -"1655 clamp_min_24" -> "1656 expand_as_24" [label="(4, 12, 64, 1)", style=solid]; -"1656 expand_as_24" -> "1657 div_24" [label="(4, 12, 64, 32)", style=solid]; -"1657 div_24" -> "1658 quantize_per_tensor_default_76" [label="(4, 12, 64, 32)", style=solid]; -"1658 quantize_per_tensor_default_76" -> "1659 dequantize_per_tensor_default_76" [label="(4, 12, 64, 32)", style=solid]; -"1659 dequantize_per_tensor_default_76" -> "1667 matmul_24" [label="(4, 12, 64, 32)", style=solid]; -"1660 linalg_vector_norm_25" -> "1661 clamp_min_25" [label="(4, 12, 64, 1)", style=solid]; -"1661 clamp_min_25" -> "1662 expand_as_25" [label="(4, 12, 64, 1)", style=solid]; -"1662 expand_as_25" -> "1663 div_25" [label="(4, 12, 64, 32)", style=solid]; -"1663 div_25" -> "1664 quantize_per_tensor_default_77" [label="(4, 12, 64, 32)", style=solid]; -"1664 quantize_per_tensor_default_77" -> "1665 dequantize_per_tensor_default_77" [label="(4, 12, 64, 32)", style=solid]; -"1665 dequantize_per_tensor_default_77" -> "1666 transpose_24" [label="(4, 12, 64, 32)", style=solid]; -"1666 transpose_24" -> "1667 matmul_24" [label="(4, 12, 32, 64)", style=solid]; -"1667 matmul_24" -> "1671 mul_25" [label="(4, 12, 64, 64)", style=solid]; -"1668 _param_constant207" -> "1669 clamp_12" [label="(12, 1, 1)", style=solid]; -"1669 clamp_12" -> "1670 exp_12" [label="(12, 1, 1)", style=solid]; -"1670 exp_12" -> "1671 mul_25" [label="(12, 1, 1)", style=solid]; -"1671 mul_25" -> "1672 add_42" [label="(4, 12, 64, 64)", style=solid]; -"1672 add_42" -> "1673 softmax_12" [label="(4, 12, 64, 64)", style=solid]; -"1673 softmax_12" -> "1674 dropout_48" [label="(4, 12, 64, 64)", style=solid]; -"1674 dropout_48" -> "1675 matmul_25" [label="(4, 12, 64, 64)", style=solid]; -"1675 matmul_25" -> "1676 transpose_25" [label="(4, 12, 64, 32)", style=solid]; -"1676 transpose_25" -> "1677 reshape_56" [label="(4, 64, 12, 32)", style=solid]; -"1677 reshape_56" -> "1679 reshape_56_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1678 _param_constant209" -> "1687 linear_77" [label="(384,)", style=solid]; -"1679 reshape_56_0_0_nncf_smooth_quant_0" -> "1680 quantize_per_tensor_default_78" [label="(4, 64, 384)", style=solid]; -"1680 quantize_per_tensor_default_78" -> "1681 dequantize_per_tensor_default_78" [label="(4, 64, 384)", style=solid]; -"1681 dequantize_per_tensor_default_78" -> "1687 linear_77" [label="(4, 64, 384)", style=solid]; -"1682 scale_updated_constant78" -> "1684 mul_tensor_78" [label="(384, 1)", style=solid]; -"1683 compressed_weight_updated_constant78" -> "1684 mul_tensor_78" [label="(384, 384)", style=solid]; -"1684 mul_tensor_78" -> "1686 sub_tensor_78" [label="(384, 384)", style=solid]; -"1685 zero_point_updated_constant78" -> "1686 sub_tensor_78" [label="(384, 1)", style=solid]; -"1686 sub_tensor_78" -> "1687 linear_77" [label="(384, 384)", style=solid]; -"1687 linear_77" -> "1688 dropout_49" [label="(4, 64, 384)", style=solid]; -"1688 dropout_49" -> "1689 view_69" [label="(4, 64, 384)", style=solid]; -"1689 view_69" -> "1690 permute_58" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1690 permute_58" -> "1691 reshape_57" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1691 reshape_57" -> "1692 slice_190" [label="(1, 16, 16, 384)", style=solid]; -"1692 slice_190" -> "1693 slice_191" [label="(1, 16, 16, 384)", style=solid]; -"1693 slice_191" -> "1694 slice_192" [label="(1, 14, 16, 384)", style=solid]; -"1694 slice_192" -> "1695 slice_193" [label="(1, 14, 14, 384)", style=solid]; -"1695 slice_193" -> "1696 contiguous_23" [label="(1, 14, 14, 384)", style=solid]; -"1696 contiguous_23" -> "1699 layer_norm_27" [label="(1, 14, 14, 384)", style=solid]; -"1697 _param_constant210" -> "1699 layer_norm_27" [label="(384,)", style=solid]; -"1698 _param_constant211" -> "1699 layer_norm_27" [label="(384,)", style=solid]; -"1699 layer_norm_27" -> "1700 add_43" [label="(1, 14, 14, 384)", style=solid]; -"1700 add_43" -> "1702 add_43_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1700 add_43" -> "1727 add_44" [label="(1, 14, 14, 384)", style=solid]; -"1701 _param_constant213" -> "1710 linear_78" [label="(1536,)", style=solid]; -"1702 add_43_0_0_nncf_smooth_quant_0" -> "1703 quantize_per_tensor_default_79" [label="(1, 14, 14, 384)", style=solid]; -"1703 quantize_per_tensor_default_79" -> "1704 dequantize_per_tensor_default_79" [label="(1, 14, 14, 384)", style=solid]; -"1704 dequantize_per_tensor_default_79" -> "1710 linear_78" [label="(1, 14, 14, 384)", style=solid]; -"1705 scale_updated_constant79" -> "1707 mul_tensor_79" [label="(1536, 1)", style=solid]; -"1706 compressed_weight_updated_constant79" -> "1707 mul_tensor_79" [label="(1536, 384)", style=solid]; -"1707 mul_tensor_79" -> "1709 sub_tensor_79" [label="(1536, 384)", style=solid]; -"1708 zero_point_updated_constant79" -> "1709 sub_tensor_79" [label="(1536, 1)", style=solid]; -"1709 sub_tensor_79" -> "1710 linear_78" [label="(1536, 384)", style=solid]; -"1710 linear_78" -> "1711 gelu_12" [label="(1, 14, 14, 1536)", style=solid]; -"1711 gelu_12" -> "1712 dropout_50" [label="(1, 14, 14, 1536)", style=solid]; -"1712 dropout_50" -> "1714 dropout_50_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1713 _param_constant215" -> "1722 linear_79" [label="(384,)", style=solid]; -"1714 dropout_50_0_0_nncf_smooth_quant_0" -> "1715 quantize_per_tensor_default_80" [label="(1, 14, 14, 1536)", style=solid]; -"1715 quantize_per_tensor_default_80" -> "1716 dequantize_per_tensor_default_80" [label="(1, 14, 14, 1536)", style=solid]; -"1716 dequantize_per_tensor_default_80" -> "1722 linear_79" [label="(1, 14, 14, 1536)", style=solid]; -"1717 scale_updated_constant80" -> "1719 mul_tensor_80" [label="(384, 1)", style=solid]; -"1718 compressed_weight_updated_constant80" -> "1719 mul_tensor_80" [label="(384, 1536)", style=solid]; -"1719 mul_tensor_80" -> "1721 sub_tensor_80" [label="(384, 1536)", style=solid]; -"1720 zero_point_updated_constant80" -> "1721 sub_tensor_80" [label="(384, 1)", style=solid]; -"1721 sub_tensor_80" -> "1722 linear_79" [label="(384, 1536)", style=solid]; -"1722 linear_79" -> "1723 dropout_51" [label="(1, 14, 14, 384)", style=solid]; -"1723 dropout_51" -> "1726 layer_norm_28" [label="(1, 14, 14, 384)", style=solid]; -"1724 _param_constant216" -> "1726 layer_norm_28" [label="(384,)", style=solid]; -"1725 _param_constant217" -> "1726 layer_norm_28" [label="(384,)", style=solid]; -"1726 layer_norm_28" -> "1727 add_44" [label="(1, 14, 14, 384)", style=solid]; -"1727 add_44" -> "1754 pad_15" [label="(1, 14, 14, 384)", style=solid]; -"1727 add_44" -> "1838 add_47" [label="(1, 14, 14, 384)", style=solid]; -"1728 _tensor_constant80" -> "1730 _tensor_constant80_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1729 _param_constant219" -> "1736 linear_80" [label="(512,)", style=solid]; -"1730 _tensor_constant80_0_0_nncf_smooth_quant_0" -> "1736 linear_80" [label="(1, 15, 15, 2)", style=solid]; -"1731 scale_updated_constant81" -> "1733 mul_tensor_81" [label="(512, 1)", style=solid]; -"1732 compressed_weight_updated_constant81" -> "1733 mul_tensor_81" [label="(512, 2)", style=solid]; -"1733 mul_tensor_81" -> "1735 sub_tensor_81" [label="(512, 2)", style=solid]; -"1734 zero_point_updated_constant81" -> "1735 sub_tensor_81" [label="(512, 1)", style=solid]; -"1735 sub_tensor_81" -> "1736 linear_80" [label="(512, 2)", style=solid]; -"1736 linear_80" -> "1737 relu__13" [label="(1, 15, 15, 512)", style=solid]; -"1737 relu__13" -> "1738 relu__13_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1738 relu__13_0_0_nncf_smooth_quant_0" -> "1744 linear_81" [label="(1, 15, 15, 512)", style=solid]; -"1739 scale_updated_constant82" -> "1741 mul_tensor_82" [label="(12, 1)", style=solid]; -"1740 compressed_weight_updated_constant82" -> "1741 mul_tensor_82" [label="(12, 512)", style=solid]; -"1741 mul_tensor_82" -> "1743 sub_tensor_82" [label="(12, 512)", style=solid]; -"1742 zero_point_updated_constant82" -> "1743 sub_tensor_82" [label="(12, 1)", style=solid]; -"1743 sub_tensor_82" -> "1744 linear_81" [label="(12, 512)", style=solid]; -"1744 linear_81" -> "1745 view_70" [label="(1, 15, 15, 12)", style=solid]; -"1745 view_70" -> "1747 index_13" [label="(225, 12)", style=solid]; -"1746 _tensor_constant81" -> "1747 index_13" [label="(4096,)", style=solid]; -"1747 index_13" -> "1748 view_71" [label="(4096, 12)", style=solid]; -"1748 view_71" -> "1749 permute_59" [label="(64, 64, 12)", style=solid]; -"1749 permute_59" -> "1750 contiguous_24" [label="(12, 64, 64)", style=solid]; -"1750 contiguous_24" -> "1751 unsqueeze_37" [label="(12, 64, 64)", style=solid]; -"1751 unsqueeze_37" -> "1752 sigmoid_13" [label="(1, 12, 64, 64)", style=solid]; -"1752 sigmoid_13" -> "1753 mul_26" [label="(1, 12, 64, 64)", style=solid]; -"1753 mul_26" -> "1793 add_45" [label="(1, 12, 64, 64)", style=solid]; -"1754 pad_15" -> "1755 roll_12" [label="(1, 16, 16, 384)", style=solid]; -"1755 roll_12" -> "1756 view_72" [label="(1, 16, 16, 384)", style=solid]; -"1756 view_72" -> "1757 permute_60" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1757 permute_60" -> "1758 reshape_58" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1758 reshape_58" -> "1761 reshape_58_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1758 reshape_58" -> "1794 new_zeros_6" [label="(4, 64, 384)", style=solid]; -"1759 _param_constant221" -> "1760 clone_13" [label="(1152,)", style=solid]; -"1760 clone_13" -> "1769 linear_82" [label="(1152,)", style=solid]; -"1761 reshape_58_0_0_nncf_smooth_quant_0" -> "1762 quantize_per_tensor_default_81" [label="(4, 64, 384)", style=solid]; -"1762 quantize_per_tensor_default_81" -> "1763 dequantize_per_tensor_default_81" [label="(4, 64, 384)", style=solid]; -"1763 dequantize_per_tensor_default_81" -> "1769 linear_82" [label="(4, 64, 384)", style=solid]; -"1764 scale_updated_constant83" -> "1766 mul_tensor_83" [label="(1152, 1)", style=solid]; -"1765 compressed_weight_updated_constant83" -> "1766 mul_tensor_83" [label="(1152, 384)", style=solid]; -"1766 mul_tensor_83" -> "1768 sub_tensor_83" [label="(1152, 384)", style=solid]; -"1767 zero_point_updated_constant83" -> "1768 sub_tensor_83" [label="(1152, 1)", style=solid]; -"1768 sub_tensor_83" -> "1769 linear_82" [label="(1152, 384)", style=solid]; -"1769 linear_82" -> "1770 reshape_59" [label="(4, 64, 1152)", style=solid]; -"1770 reshape_59" -> "1771 permute_61" [label="(4, 64, 3, 12, 32)", style=solid]; -"1771 permute_61" -> "1772 select_39" [label="(3, 4, 12, 64, 32)", style=solid]; -"1771 permute_61" -> "1773 select_40" [label="(3, 4, 12, 64, 32)", style=solid]; -"1771 permute_61" -> "1774 select_41" [label="(3, 4, 12, 64, 32)", style=solid]; -"1772 select_39" -> "1775 linalg_vector_norm_26" [label="(4, 12, 64, 32)", style=solid]; -"1772 select_39" -> "1777 expand_as_26" [label="(4, 12, 64, 32)", style=solid]; -"1772 select_39" -> "1778 div_26" [label="(4, 12, 64, 32)", style=solid]; -"1773 select_40" -> "1781 linalg_vector_norm_27" [label="(4, 12, 64, 32)", style=solid]; -"1773 select_40" -> "1783 expand_as_27" [label="(4, 12, 64, 32)", style=solid]; -"1773 select_40" -> "1784 div_27" [label="(4, 12, 64, 32)", style=solid]; -"1774 select_41" -> "1812 matmul_27" [label="(4, 12, 64, 32)", style=solid]; -"1775 linalg_vector_norm_26" -> "1776 clamp_min_26" [label="(4, 12, 64, 1)", style=solid]; -"1776 clamp_min_26" -> "1777 expand_as_26" [label="(4, 12, 64, 1)", style=solid]; -"1777 expand_as_26" -> "1778 div_26" [label="(4, 12, 64, 32)", style=solid]; -"1778 div_26" -> "1779 quantize_per_tensor_default_82" [label="(4, 12, 64, 32)", style=solid]; -"1779 quantize_per_tensor_default_82" -> "1780 dequantize_per_tensor_default_82" [label="(4, 12, 64, 32)", style=solid]; -"1780 dequantize_per_tensor_default_82" -> "1788 matmul_26" [label="(4, 12, 64, 32)", style=solid]; -"1781 linalg_vector_norm_27" -> "1782 clamp_min_27" [label="(4, 12, 64, 1)", style=solid]; -"1782 clamp_min_27" -> "1783 expand_as_27" [label="(4, 12, 64, 1)", style=solid]; -"1783 expand_as_27" -> "1784 div_27" [label="(4, 12, 64, 32)", style=solid]; -"1784 div_27" -> "1785 quantize_per_tensor_default_83" [label="(4, 12, 64, 32)", style=solid]; -"1785 quantize_per_tensor_default_83" -> "1786 dequantize_per_tensor_default_83" [label="(4, 12, 64, 32)", style=solid]; -"1786 dequantize_per_tensor_default_83" -> "1787 transpose_26" [label="(4, 12, 64, 32)", style=solid]; -"1787 transpose_26" -> "1788 matmul_26" [label="(4, 12, 32, 64)", style=solid]; -"1788 matmul_26" -> "1792 mul_27" [label="(4, 12, 64, 64)", style=solid]; -"1789 _param_constant223" -> "1790 clamp_13" [label="(12, 1, 1)", style=solid]; -"1790 clamp_13" -> "1791 exp_13" [label="(12, 1, 1)", style=solid]; -"1791 exp_13" -> "1792 mul_27" [label="(12, 1, 1)", style=solid]; -"1792 mul_27" -> "1793 add_45" [label="(4, 12, 64, 64)", style=solid]; -"1793 add_45" -> "1805 view_74" [label="(4, 12, 64, 64)", style=solid]; -"1794 new_zeros_6" -> "1795 view_73" [label="(16, 16)", style=solid]; -"1795 view_73" -> "1796 permute_62" [label="(2, 8, 2, 8)", style=solid]; -"1796 permute_62" -> "1797 reshape_60" [label="(2, 2, 8, 8)", style=solid]; -"1797 reshape_60" -> "1798 unsqueeze_38" [label="(4, 64)", style=solid]; -"1797 reshape_60" -> "1799 unsqueeze_39" [label="(4, 64)", style=solid]; -"1798 unsqueeze_38" -> "1800 sub_6" [label="(4, 1, 64)", style=solid]; -"1799 unsqueeze_39" -> "1800 sub_6" [label="(4, 64, 1)", style=solid]; -"1800 sub_6" -> "1801 ne_6" [label="(4, 64, 64)", style=solid]; -"1800 sub_6" -> "1802 masked_fill_12" [label="(4, 64, 64)", style=solid]; -"1800 sub_6" -> "1803 eq_6" [label="(4, 64, 64)", style=solid]; -"1801 ne_6" -> "1802 masked_fill_12" [label="(4, 64, 64)", style=solid]; -"1802 masked_fill_12" -> "1804 masked_fill_13" [label="(4, 64, 64)", style=solid]; -"1803 eq_6" -> "1804 masked_fill_13" [label="(4, 64, 64)", style=solid]; -"1804 masked_fill_13" -> "1806 unsqueeze_40" [label="(4, 64, 64)", style=solid]; -"1805 view_74" -> "1808 add_46" [label="(1, 4, 12, 64, 64)", style=solid]; -"1806 unsqueeze_40" -> "1807 unsqueeze_41" [label="(4, 1, 64, 64)", style=solid]; -"1807 unsqueeze_41" -> "1808 add_46" [label="(1, 4, 1, 64, 64)", style=solid]; -"1808 add_46" -> "1809 view_75" [label="(1, 4, 12, 64, 64)", style=solid]; -"1809 view_75" -> "1810 softmax_13" [label="(4, 12, 64, 64)", style=solid]; -"1810 softmax_13" -> "1811 dropout_52" [label="(4, 12, 64, 64)", style=solid]; -"1811 dropout_52" -> "1812 matmul_27" [label="(4, 12, 64, 64)", style=solid]; -"1812 matmul_27" -> "1813 transpose_27" [label="(4, 12, 64, 32)", style=solid]; -"1813 transpose_27" -> "1814 reshape_61" [label="(4, 64, 12, 32)", style=solid]; -"1814 reshape_61" -> "1816 reshape_61_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1815 _param_constant225" -> "1824 linear_83" [label="(384,)", style=solid]; -"1816 reshape_61_0_0_nncf_smooth_quant_0" -> "1817 quantize_per_tensor_default_84" [label="(4, 64, 384)", style=solid]; -"1817 quantize_per_tensor_default_84" -> "1818 dequantize_per_tensor_default_84" [label="(4, 64, 384)", style=solid]; -"1818 dequantize_per_tensor_default_84" -> "1824 linear_83" [label="(4, 64, 384)", style=solid]; -"1819 scale_updated_constant84" -> "1821 mul_tensor_84" [label="(384, 1)", style=solid]; -"1820 compressed_weight_updated_constant84" -> "1821 mul_tensor_84" [label="(384, 384)", style=solid]; -"1821 mul_tensor_84" -> "1823 sub_tensor_84" [label="(384, 384)", style=solid]; -"1822 zero_point_updated_constant84" -> "1823 sub_tensor_84" [label="(384, 1)", style=solid]; -"1823 sub_tensor_84" -> "1824 linear_83" [label="(384, 384)", style=solid]; -"1824 linear_83" -> "1825 dropout_53" [label="(4, 64, 384)", style=solid]; -"1825 dropout_53" -> "1826 view_76" [label="(4, 64, 384)", style=solid]; -"1826 view_76" -> "1827 permute_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1827 permute_63" -> "1828 reshape_62" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1828 reshape_62" -> "1829 roll_13" [label="(1, 16, 16, 384)", style=solid]; -"1829 roll_13" -> "1830 slice_213" [label="(1, 16, 16, 384)", style=solid]; -"1830 slice_213" -> "1831 slice_214" [label="(1, 16, 16, 384)", style=solid]; -"1831 slice_214" -> "1832 slice_215" [label="(1, 14, 16, 384)", style=solid]; -"1832 slice_215" -> "1833 slice_216" [label="(1, 14, 14, 384)", style=solid]; -"1833 slice_216" -> "1834 contiguous_25" [label="(1, 14, 14, 384)", style=solid]; -"1834 contiguous_25" -> "1837 layer_norm_29" [label="(1, 14, 14, 384)", style=solid]; -"1835 _param_constant226" -> "1837 layer_norm_29" [label="(384,)", style=solid]; -"1836 _param_constant227" -> "1837 layer_norm_29" [label="(384,)", style=solid]; -"1837 layer_norm_29" -> "1838 add_47" [label="(1, 14, 14, 384)", style=solid]; -"1838 add_47" -> "1840 add_47_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1838 add_47" -> "1865 add_48" [label="(1, 14, 14, 384)", style=solid]; -"1839 _param_constant229" -> "1848 linear_84" [label="(1536,)", style=solid]; -"1840 add_47_0_0_nncf_smooth_quant_0" -> "1841 quantize_per_tensor_default_85" [label="(1, 14, 14, 384)", style=solid]; -"1841 quantize_per_tensor_default_85" -> "1842 dequantize_per_tensor_default_85" [label="(1, 14, 14, 384)", style=solid]; -"1842 dequantize_per_tensor_default_85" -> "1848 linear_84" [label="(1, 14, 14, 384)", style=solid]; -"1843 scale_updated_constant85" -> "1845 mul_tensor_85" [label="(1536, 1)", style=solid]; -"1844 compressed_weight_updated_constant85" -> "1845 mul_tensor_85" [label="(1536, 384)", style=solid]; -"1845 mul_tensor_85" -> "1847 sub_tensor_85" [label="(1536, 384)", style=solid]; -"1846 zero_point_updated_constant85" -> "1847 sub_tensor_85" [label="(1536, 1)", style=solid]; -"1847 sub_tensor_85" -> "1848 linear_84" [label="(1536, 384)", style=solid]; -"1848 linear_84" -> "1849 gelu_13" [label="(1, 14, 14, 1536)", style=solid]; -"1849 gelu_13" -> "1850 dropout_54" [label="(1, 14, 14, 1536)", style=solid]; -"1850 dropout_54" -> "1852 dropout_54_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1851 _param_constant231" -> "1860 linear_85" [label="(384,)", style=solid]; -"1852 dropout_54_0_0_nncf_smooth_quant_0" -> "1853 quantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; -"1853 quantize_per_tensor_default_86" -> "1854 dequantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; -"1854 dequantize_per_tensor_default_86" -> "1860 linear_85" [label="(1, 14, 14, 1536)", style=solid]; -"1855 scale_updated_constant86" -> "1857 mul_tensor_86" [label="(384, 1)", style=solid]; -"1856 compressed_weight_updated_constant86" -> "1857 mul_tensor_86" [label="(384, 1536)", style=solid]; -"1857 mul_tensor_86" -> "1859 sub_tensor_86" [label="(384, 1536)", style=solid]; -"1858 zero_point_updated_constant86" -> "1859 sub_tensor_86" [label="(384, 1)", style=solid]; -"1859 sub_tensor_86" -> "1860 linear_85" [label="(384, 1536)", style=solid]; -"1860 linear_85" -> "1861 dropout_55" [label="(1, 14, 14, 384)", style=solid]; -"1861 dropout_55" -> "1864 layer_norm_30" [label="(1, 14, 14, 384)", style=solid]; -"1862 _param_constant232" -> "1864 layer_norm_30" [label="(384,)", style=solid]; -"1863 _param_constant233" -> "1864 layer_norm_30" [label="(384,)", style=solid]; -"1864 layer_norm_30" -> "1865 add_48" [label="(1, 14, 14, 384)", style=solid]; -"1865 add_48" -> "1892 pad_16" [label="(1, 14, 14, 384)", style=solid]; -"1865 add_48" -> "1958 add_50" [label="(1, 14, 14, 384)", style=solid]; -"1866 _tensor_constant91" -> "1868 _tensor_constant91_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1867 _param_constant235" -> "1874 linear_86" [label="(512,)", style=solid]; -"1868 _tensor_constant91_0_0_nncf_smooth_quant_0" -> "1874 linear_86" [label="(1, 15, 15, 2)", style=solid]; -"1869 scale_updated_constant87" -> "1871 mul_tensor_87" [label="(512, 1)", style=solid]; -"1870 compressed_weight_updated_constant87" -> "1871 mul_tensor_87" [label="(512, 2)", style=solid]; -"1871 mul_tensor_87" -> "1873 sub_tensor_87" [label="(512, 2)", style=solid]; -"1872 zero_point_updated_constant87" -> "1873 sub_tensor_87" [label="(512, 1)", style=solid]; -"1873 sub_tensor_87" -> "1874 linear_86" [label="(512, 2)", style=solid]; -"1874 linear_86" -> "1875 relu__14" [label="(1, 15, 15, 512)", style=solid]; -"1875 relu__14" -> "1876 relu__14_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1876 relu__14_0_0_nncf_smooth_quant_0" -> "1882 linear_87" [label="(1, 15, 15, 512)", style=solid]; -"1877 scale_updated_constant88" -> "1879 mul_tensor_88" [label="(12, 1)", style=solid]; -"1878 compressed_weight_updated_constant88" -> "1879 mul_tensor_88" [label="(12, 512)", style=solid]; -"1879 mul_tensor_88" -> "1881 sub_tensor_88" [label="(12, 512)", style=solid]; -"1880 zero_point_updated_constant88" -> "1881 sub_tensor_88" [label="(12, 1)", style=solid]; -"1881 sub_tensor_88" -> "1882 linear_87" [label="(12, 512)", style=solid]; -"1882 linear_87" -> "1883 view_77" [label="(1, 15, 15, 12)", style=solid]; -"1883 view_77" -> "1885 index_14" [label="(225, 12)", style=solid]; -"1884 _tensor_constant92" -> "1885 index_14" [label="(4096,)", style=solid]; -"1885 index_14" -> "1886 view_78" [label="(4096, 12)", style=solid]; -"1886 view_78" -> "1887 permute_64" [label="(64, 64, 12)", style=solid]; -"1887 permute_64" -> "1888 contiguous_26" [label="(12, 64, 64)", style=solid]; -"1888 contiguous_26" -> "1889 unsqueeze_42" [label="(12, 64, 64)", style=solid]; -"1889 unsqueeze_42" -> "1890 sigmoid_14" [label="(1, 12, 64, 64)", style=solid]; -"1890 sigmoid_14" -> "1891 mul_28" [label="(1, 12, 64, 64)", style=solid]; -"1891 mul_28" -> "1930 add_49" [label="(1, 12, 64, 64)", style=solid]; -"1892 pad_16" -> "1893 view_79" [label="(1, 16, 16, 384)", style=solid]; -"1893 view_79" -> "1894 permute_65" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1894 permute_65" -> "1895 reshape_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1895 reshape_63" -> "1898 reshape_63_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1896 _param_constant237" -> "1897 clone_14" [label="(1152,)", style=solid]; -"1897 clone_14" -> "1906 linear_88" [label="(1152,)", style=solid]; -"1898 reshape_63_0_0_nncf_smooth_quant_0" -> "1899 quantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; -"1899 quantize_per_tensor_default_87" -> "1900 dequantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; -"1900 dequantize_per_tensor_default_87" -> "1906 linear_88" [label="(4, 64, 384)", style=solid]; -"1901 scale_updated_constant89" -> "1903 mul_tensor_89" [label="(1152, 1)", style=solid]; -"1902 compressed_weight_updated_constant89" -> "1903 mul_tensor_89" [label="(1152, 384)", style=solid]; -"1903 mul_tensor_89" -> "1905 sub_tensor_89" [label="(1152, 384)", style=solid]; -"1904 zero_point_updated_constant89" -> "1905 sub_tensor_89" [label="(1152, 1)", style=solid]; -"1905 sub_tensor_89" -> "1906 linear_88" [label="(1152, 384)", style=solid]; -"1906 linear_88" -> "1907 reshape_64" [label="(4, 64, 1152)", style=solid]; -"1907 reshape_64" -> "1908 permute_66" [label="(4, 64, 3, 12, 32)", style=solid]; -"1908 permute_66" -> "1909 select_42" [label="(3, 4, 12, 64, 32)", style=solid]; -"1908 permute_66" -> "1910 select_43" [label="(3, 4, 12, 64, 32)", style=solid]; -"1908 permute_66" -> "1911 select_44" [label="(3, 4, 12, 64, 32)", style=solid]; -"1909 select_42" -> "1912 linalg_vector_norm_28" [label="(4, 12, 64, 32)", style=solid]; -"1909 select_42" -> "1914 expand_as_28" [label="(4, 12, 64, 32)", style=solid]; -"1909 select_42" -> "1915 div_28" [label="(4, 12, 64, 32)", style=solid]; -"1910 select_43" -> "1918 linalg_vector_norm_29" [label="(4, 12, 64, 32)", style=solid]; -"1910 select_43" -> "1920 expand_as_29" [label="(4, 12, 64, 32)", style=solid]; -"1910 select_43" -> "1921 div_29" [label="(4, 12, 64, 32)", style=solid]; -"1911 select_44" -> "1933 matmul_29" [label="(4, 12, 64, 32)", style=solid]; -"1912 linalg_vector_norm_28" -> "1913 clamp_min_28" [label="(4, 12, 64, 1)", style=solid]; -"1913 clamp_min_28" -> "1914 expand_as_28" [label="(4, 12, 64, 1)", style=solid]; -"1914 expand_as_28" -> "1915 div_28" [label="(4, 12, 64, 32)", style=solid]; -"1915 div_28" -> "1916 quantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; -"1916 quantize_per_tensor_default_88" -> "1917 dequantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; -"1917 dequantize_per_tensor_default_88" -> "1925 matmul_28" [label="(4, 12, 64, 32)", style=solid]; -"1918 linalg_vector_norm_29" -> "1919 clamp_min_29" [label="(4, 12, 64, 1)", style=solid]; -"1919 clamp_min_29" -> "1920 expand_as_29" [label="(4, 12, 64, 1)", style=solid]; -"1920 expand_as_29" -> "1921 div_29" [label="(4, 12, 64, 32)", style=solid]; -"1921 div_29" -> "1922 quantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; -"1922 quantize_per_tensor_default_89" -> "1923 dequantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; -"1923 dequantize_per_tensor_default_89" -> "1924 transpose_28" [label="(4, 12, 64, 32)", style=solid]; -"1924 transpose_28" -> "1925 matmul_28" [label="(4, 12, 32, 64)", style=solid]; -"1925 matmul_28" -> "1929 mul_29" [label="(4, 12, 64, 64)", style=solid]; -"1926 _param_constant239" -> "1927 clamp_14" [label="(12, 1, 1)", style=solid]; -"1927 clamp_14" -> "1928 exp_14" [label="(12, 1, 1)", style=solid]; -"1928 exp_14" -> "1929 mul_29" [label="(12, 1, 1)", style=solid]; -"1929 mul_29" -> "1930 add_49" [label="(4, 12, 64, 64)", style=solid]; -"1930 add_49" -> "1931 softmax_14" [label="(4, 12, 64, 64)", style=solid]; -"1931 softmax_14" -> "1932 dropout_56" [label="(4, 12, 64, 64)", style=solid]; -"1932 dropout_56" -> "1933 matmul_29" [label="(4, 12, 64, 64)", style=solid]; -"1933 matmul_29" -> "1934 transpose_29" [label="(4, 12, 64, 32)", style=solid]; -"1934 transpose_29" -> "1935 reshape_65" [label="(4, 64, 12, 32)", style=solid]; -"1935 reshape_65" -> "1937 reshape_65_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1936 _param_constant241" -> "1945 linear_89" [label="(384,)", style=solid]; -"1937 reshape_65_0_0_nncf_smooth_quant_0" -> "1938 quantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; -"1938 quantize_per_tensor_default_90" -> "1939 dequantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; -"1939 dequantize_per_tensor_default_90" -> "1945 linear_89" [label="(4, 64, 384)", style=solid]; -"1940 scale_updated_constant90" -> "1942 mul_tensor_90" [label="(384, 1)", style=solid]; -"1941 compressed_weight_updated_constant90" -> "1942 mul_tensor_90" [label="(384, 384)", style=solid]; -"1942 mul_tensor_90" -> "1944 sub_tensor_90" [label="(384, 384)", style=solid]; -"1943 zero_point_updated_constant90" -> "1944 sub_tensor_90" [label="(384, 1)", style=solid]; -"1944 sub_tensor_90" -> "1945 linear_89" [label="(384, 384)", style=solid]; -"1945 linear_89" -> "1946 dropout_57" [label="(4, 64, 384)", style=solid]; -"1946 dropout_57" -> "1947 view_80" [label="(4, 64, 384)", style=solid]; -"1947 view_80" -> "1948 permute_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1948 permute_67" -> "1949 reshape_66" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1949 reshape_66" -> "1950 slice_218" [label="(1, 16, 16, 384)", style=solid]; -"1950 slice_218" -> "1951 slice_219" [label="(1, 16, 16, 384)", style=solid]; -"1951 slice_219" -> "1952 slice_220" [label="(1, 14, 16, 384)", style=solid]; -"1952 slice_220" -> "1953 slice_221" [label="(1, 14, 14, 384)", style=solid]; -"1953 slice_221" -> "1954 contiguous_27" [label="(1, 14, 14, 384)", style=solid]; -"1954 contiguous_27" -> "1957 layer_norm_31" [label="(1, 14, 14, 384)", style=solid]; -"1955 _param_constant242" -> "1957 layer_norm_31" [label="(384,)", style=solid]; -"1956 _param_constant243" -> "1957 layer_norm_31" [label="(384,)", style=solid]; -"1957 layer_norm_31" -> "1958 add_50" [label="(1, 14, 14, 384)", style=solid]; -"1958 add_50" -> "1960 add_50_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1958 add_50" -> "1985 add_51" [label="(1, 14, 14, 384)", style=solid]; -"1959 _param_constant245" -> "1968 linear_90" [label="(1536,)", style=solid]; -"1960 add_50_0_0_nncf_smooth_quant_0" -> "1961 quantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; -"1961 quantize_per_tensor_default_91" -> "1962 dequantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; -"1962 dequantize_per_tensor_default_91" -> "1968 linear_90" [label="(1, 14, 14, 384)", style=solid]; -"1963 scale_updated_constant91" -> "1965 mul_tensor_91" [label="(1536, 1)", style=solid]; -"1964 compressed_weight_updated_constant91" -> "1965 mul_tensor_91" [label="(1536, 384)", style=solid]; -"1965 mul_tensor_91" -> "1967 sub_tensor_91" [label="(1536, 384)", style=solid]; -"1966 zero_point_updated_constant91" -> "1967 sub_tensor_91" [label="(1536, 1)", style=solid]; -"1967 sub_tensor_91" -> "1968 linear_90" [label="(1536, 384)", style=solid]; -"1968 linear_90" -> "1969 gelu_14" [label="(1, 14, 14, 1536)", style=solid]; -"1969 gelu_14" -> "1970 dropout_58" [label="(1, 14, 14, 1536)", style=solid]; -"1970 dropout_58" -> "1972 dropout_58_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1971 _param_constant247" -> "1980 linear_91" [label="(384,)", style=solid]; -"1972 dropout_58_0_0_nncf_smooth_quant_0" -> "1973 quantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; -"1973 quantize_per_tensor_default_92" -> "1974 dequantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; -"1974 dequantize_per_tensor_default_92" -> "1980 linear_91" [label="(1, 14, 14, 1536)", style=solid]; -"1975 scale_updated_constant92" -> "1977 mul_tensor_92" [label="(384, 1)", style=solid]; -"1976 compressed_weight_updated_constant92" -> "1977 mul_tensor_92" [label="(384, 1536)", style=solid]; -"1977 mul_tensor_92" -> "1979 sub_tensor_92" [label="(384, 1536)", style=solid]; -"1978 zero_point_updated_constant92" -> "1979 sub_tensor_92" [label="(384, 1)", style=solid]; -"1979 sub_tensor_92" -> "1980 linear_91" [label="(384, 1536)", style=solid]; -"1980 linear_91" -> "1981 dropout_59" [label="(1, 14, 14, 384)", style=solid]; -"1981 dropout_59" -> "1984 layer_norm_32" [label="(1, 14, 14, 384)", style=solid]; -"1982 _param_constant248" -> "1984 layer_norm_32" [label="(384,)", style=solid]; -"1983 _param_constant249" -> "1984 layer_norm_32" [label="(384,)", style=solid]; -"1984 layer_norm_32" -> "1985 add_51" [label="(1, 14, 14, 384)", style=solid]; -"1985 add_51" -> "2012 pad_17" [label="(1, 14, 14, 384)", style=solid]; -"1985 add_51" -> "2096 add_54" [label="(1, 14, 14, 384)", style=solid]; -"1986 _tensor_constant93" -> "1988 _tensor_constant93_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1987 _param_constant251" -> "1994 linear_92" [label="(512,)", style=solid]; -"1988 _tensor_constant93_0_0_nncf_smooth_quant_0" -> "1994 linear_92" [label="(1, 15, 15, 2)", style=solid]; -"1989 scale_updated_constant93" -> "1991 mul_tensor_93" [label="(512, 1)", style=solid]; -"1990 compressed_weight_updated_constant93" -> "1991 mul_tensor_93" [label="(512, 2)", style=solid]; -"1991 mul_tensor_93" -> "1993 sub_tensor_93" [label="(512, 2)", style=solid]; -"1992 zero_point_updated_constant93" -> "1993 sub_tensor_93" [label="(512, 1)", style=solid]; -"1993 sub_tensor_93" -> "1994 linear_92" [label="(512, 2)", style=solid]; -"1994 linear_92" -> "1995 relu__15" [label="(1, 15, 15, 512)", style=solid]; -"1995 relu__15" -> "1996 relu__15_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1996 relu__15_0_0_nncf_smooth_quant_0" -> "2002 linear_93" [label="(1, 15, 15, 512)", style=solid]; -"1997 scale_updated_constant94" -> "1999 mul_tensor_94" [label="(12, 1)", style=solid]; -"1998 compressed_weight_updated_constant94" -> "1999 mul_tensor_94" [label="(12, 512)", style=solid]; -"1999 mul_tensor_94" -> "2001 sub_tensor_94" [label="(12, 512)", style=solid]; -"2000 zero_point_updated_constant94" -> "2001 sub_tensor_94" [label="(12, 1)", style=solid]; -"2001 sub_tensor_94" -> "2002 linear_93" [label="(12, 512)", style=solid]; -"2002 linear_93" -> "2003 view_81" [label="(1, 15, 15, 12)", style=solid]; -"2003 view_81" -> "2005 index_15" [label="(225, 12)", style=solid]; -"2004 _tensor_constant94" -> "2005 index_15" [label="(4096,)", style=solid]; -"2005 index_15" -> "2006 view_82" [label="(4096, 12)", style=solid]; -"2006 view_82" -> "2007 permute_68" [label="(64, 64, 12)", style=solid]; -"2007 permute_68" -> "2008 contiguous_28" [label="(12, 64, 64)", style=solid]; -"2008 contiguous_28" -> "2009 unsqueeze_43" [label="(12, 64, 64)", style=solid]; -"2009 unsqueeze_43" -> "2010 sigmoid_15" [label="(1, 12, 64, 64)", style=solid]; -"2010 sigmoid_15" -> "2011 mul_30" [label="(1, 12, 64, 64)", style=solid]; -"2011 mul_30" -> "2051 add_52" [label="(1, 12, 64, 64)", style=solid]; -"2012 pad_17" -> "2013 roll_14" [label="(1, 16, 16, 384)", style=solid]; -"2013 roll_14" -> "2014 view_83" [label="(1, 16, 16, 384)", style=solid]; -"2014 view_83" -> "2015 permute_69" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2015 permute_69" -> "2016 reshape_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2016 reshape_67" -> "2019 reshape_67_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2016 reshape_67" -> "2052 new_zeros_7" [label="(4, 64, 384)", style=solid]; -"2017 _param_constant253" -> "2018 clone_15" [label="(1152,)", style=solid]; -"2018 clone_15" -> "2027 linear_94" [label="(1152,)", style=solid]; -"2019 reshape_67_0_0_nncf_smooth_quant_0" -> "2020 quantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; -"2020 quantize_per_tensor_default_93" -> "2021 dequantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; -"2021 dequantize_per_tensor_default_93" -> "2027 linear_94" [label="(4, 64, 384)", style=solid]; -"2022 scale_updated_constant95" -> "2024 mul_tensor_95" [label="(1152, 1)", style=solid]; -"2023 compressed_weight_updated_constant95" -> "2024 mul_tensor_95" [label="(1152, 384)", style=solid]; -"2024 mul_tensor_95" -> "2026 sub_tensor_95" [label="(1152, 384)", style=solid]; -"2025 zero_point_updated_constant95" -> "2026 sub_tensor_95" [label="(1152, 1)", style=solid]; -"2026 sub_tensor_95" -> "2027 linear_94" [label="(1152, 384)", style=solid]; -"2027 linear_94" -> "2028 reshape_68" [label="(4, 64, 1152)", style=solid]; -"2028 reshape_68" -> "2029 permute_70" [label="(4, 64, 3, 12, 32)", style=solid]; -"2029 permute_70" -> "2030 select_45" [label="(3, 4, 12, 64, 32)", style=solid]; -"2029 permute_70" -> "2031 select_46" [label="(3, 4, 12, 64, 32)", style=solid]; -"2029 permute_70" -> "2032 select_47" [label="(3, 4, 12, 64, 32)", style=solid]; -"2030 select_45" -> "2033 linalg_vector_norm_30" [label="(4, 12, 64, 32)", style=solid]; -"2030 select_45" -> "2035 expand_as_30" [label="(4, 12, 64, 32)", style=solid]; -"2030 select_45" -> "2036 div_30" [label="(4, 12, 64, 32)", style=solid]; -"2031 select_46" -> "2039 linalg_vector_norm_31" [label="(4, 12, 64, 32)", style=solid]; -"2031 select_46" -> "2041 expand_as_31" [label="(4, 12, 64, 32)", style=solid]; -"2031 select_46" -> "2042 div_31" [label="(4, 12, 64, 32)", style=solid]; -"2032 select_47" -> "2070 matmul_31" [label="(4, 12, 64, 32)", style=solid]; -"2033 linalg_vector_norm_30" -> "2034 clamp_min_30" [label="(4, 12, 64, 1)", style=solid]; -"2034 clamp_min_30" -> "2035 expand_as_30" [label="(4, 12, 64, 1)", style=solid]; -"2035 expand_as_30" -> "2036 div_30" [label="(4, 12, 64, 32)", style=solid]; -"2036 div_30" -> "2037 quantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; -"2037 quantize_per_tensor_default_94" -> "2038 dequantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; -"2038 dequantize_per_tensor_default_94" -> "2046 matmul_30" [label="(4, 12, 64, 32)", style=solid]; -"2039 linalg_vector_norm_31" -> "2040 clamp_min_31" [label="(4, 12, 64, 1)", style=solid]; -"2040 clamp_min_31" -> "2041 expand_as_31" [label="(4, 12, 64, 1)", style=solid]; -"2041 expand_as_31" -> "2042 div_31" [label="(4, 12, 64, 32)", style=solid]; -"2042 div_31" -> "2043 quantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; -"2043 quantize_per_tensor_default_95" -> "2044 dequantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; -"2044 dequantize_per_tensor_default_95" -> "2045 transpose_30" [label="(4, 12, 64, 32)", style=solid]; -"2045 transpose_30" -> "2046 matmul_30" [label="(4, 12, 32, 64)", style=solid]; -"2046 matmul_30" -> "2050 mul_31" [label="(4, 12, 64, 64)", style=solid]; -"2047 _param_constant255" -> "2048 clamp_15" [label="(12, 1, 1)", style=solid]; -"2048 clamp_15" -> "2049 exp_15" [label="(12, 1, 1)", style=solid]; -"2049 exp_15" -> "2050 mul_31" [label="(12, 1, 1)", style=solid]; -"2050 mul_31" -> "2051 add_52" [label="(4, 12, 64, 64)", style=solid]; -"2051 add_52" -> "2063 view_85" [label="(4, 12, 64, 64)", style=solid]; -"2052 new_zeros_7" -> "2053 view_84" [label="(16, 16)", style=solid]; -"2053 view_84" -> "2054 permute_71" [label="(2, 8, 2, 8)", style=solid]; -"2054 permute_71" -> "2055 reshape_69" [label="(2, 2, 8, 8)", style=solid]; -"2055 reshape_69" -> "2056 unsqueeze_44" [label="(4, 64)", style=solid]; -"2055 reshape_69" -> "2057 unsqueeze_45" [label="(4, 64)", style=solid]; -"2056 unsqueeze_44" -> "2058 sub_7" [label="(4, 1, 64)", style=solid]; -"2057 unsqueeze_45" -> "2058 sub_7" [label="(4, 64, 1)", style=solid]; -"2058 sub_7" -> "2059 ne_7" [label="(4, 64, 64)", style=solid]; -"2058 sub_7" -> "2060 masked_fill_14" [label="(4, 64, 64)", style=solid]; -"2058 sub_7" -> "2061 eq_7" [label="(4, 64, 64)", style=solid]; -"2059 ne_7" -> "2060 masked_fill_14" [label="(4, 64, 64)", style=solid]; -"2060 masked_fill_14" -> "2062 masked_fill_15" [label="(4, 64, 64)", style=solid]; -"2061 eq_7" -> "2062 masked_fill_15" [label="(4, 64, 64)", style=solid]; -"2062 masked_fill_15" -> "2064 unsqueeze_46" [label="(4, 64, 64)", style=solid]; -"2063 view_85" -> "2066 add_53" [label="(1, 4, 12, 64, 64)", style=solid]; -"2064 unsqueeze_46" -> "2065 unsqueeze_47" [label="(4, 1, 64, 64)", style=solid]; -"2065 unsqueeze_47" -> "2066 add_53" [label="(1, 4, 1, 64, 64)", style=solid]; -"2066 add_53" -> "2067 view_86" [label="(1, 4, 12, 64, 64)", style=solid]; -"2067 view_86" -> "2068 softmax_15" [label="(4, 12, 64, 64)", style=solid]; -"2068 softmax_15" -> "2069 dropout_60" [label="(4, 12, 64, 64)", style=solid]; -"2069 dropout_60" -> "2070 matmul_31" [label="(4, 12, 64, 64)", style=solid]; -"2070 matmul_31" -> "2071 transpose_31" [label="(4, 12, 64, 32)", style=solid]; -"2071 transpose_31" -> "2072 reshape_70" [label="(4, 64, 12, 32)", style=solid]; -"2072 reshape_70" -> "2074 reshape_70_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2073 _param_constant257" -> "2082 linear_95" [label="(384,)", style=solid]; -"2074 reshape_70_0_0_nncf_smooth_quant_0" -> "2075 quantize_per_tensor_default_96" [label="(4, 64, 384)", style=solid]; -"2075 quantize_per_tensor_default_96" -> "2076 dequantize_per_tensor_default_96" [label="(4, 64, 384)", style=solid]; -"2076 dequantize_per_tensor_default_96" -> "2082 linear_95" [label="(4, 64, 384)", style=solid]; -"2077 scale_updated_constant96" -> "2079 mul_tensor_96" [label="(384, 1)", style=solid]; -"2078 compressed_weight_updated_constant96" -> "2079 mul_tensor_96" [label="(384, 384)", style=solid]; -"2079 mul_tensor_96" -> "2081 sub_tensor_96" [label="(384, 384)", style=solid]; -"2080 zero_point_updated_constant96" -> "2081 sub_tensor_96" [label="(384, 1)", style=solid]; -"2081 sub_tensor_96" -> "2082 linear_95" [label="(384, 384)", style=solid]; -"2082 linear_95" -> "2083 dropout_61" [label="(4, 64, 384)", style=solid]; -"2083 dropout_61" -> "2084 view_87" [label="(4, 64, 384)", style=solid]; -"2084 view_87" -> "2085 permute_72" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2085 permute_72" -> "2086 reshape_71" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2086 reshape_71" -> "2087 roll_15" [label="(1, 16, 16, 384)", style=solid]; -"2087 roll_15" -> "2088 slice_241" [label="(1, 16, 16, 384)", style=solid]; -"2088 slice_241" -> "2089 slice_242" [label="(1, 16, 16, 384)", style=solid]; -"2089 slice_242" -> "2090 slice_243" [label="(1, 14, 16, 384)", style=solid]; -"2090 slice_243" -> "2091 slice_244" [label="(1, 14, 14, 384)", style=solid]; -"2091 slice_244" -> "2092 contiguous_29" [label="(1, 14, 14, 384)", style=solid]; -"2092 contiguous_29" -> "2095 layer_norm_33" [label="(1, 14, 14, 384)", style=solid]; -"2093 _param_constant258" -> "2095 layer_norm_33" [label="(384,)", style=solid]; -"2094 _param_constant259" -> "2095 layer_norm_33" [label="(384,)", style=solid]; -"2095 layer_norm_33" -> "2096 add_54" [label="(1, 14, 14, 384)", style=solid]; -"2096 add_54" -> "2098 add_54_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"2096 add_54" -> "2123 add_55" [label="(1, 14, 14, 384)", style=solid]; -"2097 _param_constant261" -> "2106 linear_96" [label="(1536,)", style=solid]; -"2098 add_54_0_0_nncf_smooth_quant_0" -> "2099 quantize_per_tensor_default_97" [label="(1, 14, 14, 384)", style=solid]; -"2099 quantize_per_tensor_default_97" -> "2100 dequantize_per_tensor_default_97" [label="(1, 14, 14, 384)", style=solid]; -"2100 dequantize_per_tensor_default_97" -> "2106 linear_96" [label="(1, 14, 14, 384)", style=solid]; -"2101 scale_updated_constant97" -> "2103 mul_tensor_97" [label="(1536, 1)", style=solid]; -"2102 compressed_weight_updated_constant97" -> "2103 mul_tensor_97" [label="(1536, 384)", style=solid]; -"2103 mul_tensor_97" -> "2105 sub_tensor_97" [label="(1536, 384)", style=solid]; -"2104 zero_point_updated_constant97" -> "2105 sub_tensor_97" [label="(1536, 1)", style=solid]; -"2105 sub_tensor_97" -> "2106 linear_96" [label="(1536, 384)", style=solid]; -"2106 linear_96" -> "2107 gelu_15" [label="(1, 14, 14, 1536)", style=solid]; -"2107 gelu_15" -> "2108 dropout_62" [label="(1, 14, 14, 1536)", style=solid]; -"2108 dropout_62" -> "2110 dropout_62_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"2109 _param_constant263" -> "2118 linear_97" [label="(384,)", style=solid]; -"2110 dropout_62_0_0_nncf_smooth_quant_0" -> "2111 quantize_per_tensor_default_98" [label="(1, 14, 14, 1536)", style=solid]; -"2111 quantize_per_tensor_default_98" -> "2112 dequantize_per_tensor_default_98" [label="(1, 14, 14, 1536)", style=solid]; -"2112 dequantize_per_tensor_default_98" -> "2118 linear_97" [label="(1, 14, 14, 1536)", style=solid]; -"2113 scale_updated_constant98" -> "2115 mul_tensor_98" [label="(384, 1)", style=solid]; -"2114 compressed_weight_updated_constant98" -> "2115 mul_tensor_98" [label="(384, 1536)", style=solid]; -"2115 mul_tensor_98" -> "2117 sub_tensor_98" [label="(384, 1536)", style=solid]; -"2116 zero_point_updated_constant98" -> "2117 sub_tensor_98" [label="(384, 1)", style=solid]; -"2117 sub_tensor_98" -> "2118 linear_97" [label="(384, 1536)", style=solid]; -"2118 linear_97" -> "2119 dropout_63" [label="(1, 14, 14, 384)", style=solid]; -"2119 dropout_63" -> "2122 layer_norm_34" [label="(1, 14, 14, 384)", style=solid]; -"2120 _param_constant264" -> "2122 layer_norm_34" [label="(384,)", style=solid]; -"2121 _param_constant265" -> "2122 layer_norm_34" [label="(384,)", style=solid]; -"2122 layer_norm_34" -> "2123 add_55" [label="(1, 14, 14, 384)", style=solid]; -"2123 add_55" -> "2150 pad_18" [label="(1, 14, 14, 384)", style=solid]; -"2123 add_55" -> "2216 add_57" [label="(1, 14, 14, 384)", style=solid]; -"2124 _tensor_constant104" -> "2126 _tensor_constant104_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"2125 _param_constant267" -> "2132 linear_98" [label="(512,)", style=solid]; -"2126 _tensor_constant104_0_0_nncf_smooth_quant_0" -> "2132 linear_98" [label="(1, 15, 15, 2)", style=solid]; -"2127 scale_updated_constant99" -> "2129 mul_tensor_99" [label="(512, 1)", style=solid]; -"2128 compressed_weight_updated_constant99" -> "2129 mul_tensor_99" [label="(512, 2)", style=solid]; -"2129 mul_tensor_99" -> "2131 sub_tensor_99" [label="(512, 2)", style=solid]; -"2130 zero_point_updated_constant99" -> "2131 sub_tensor_99" [label="(512, 1)", style=solid]; -"2131 sub_tensor_99" -> "2132 linear_98" [label="(512, 2)", style=solid]; -"2132 linear_98" -> "2133 relu__16" [label="(1, 15, 15, 512)", style=solid]; -"2133 relu__16" -> "2134 relu__16_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"2134 relu__16_0_0_nncf_smooth_quant_0" -> "2140 linear_99" [label="(1, 15, 15, 512)", style=solid]; -"2135 scale_updated_constant100" -> "2137 mul_tensor_100" [label="(12, 1)", style=solid]; -"2136 compressed_weight_updated_constant100" -> "2137 mul_tensor_100" [label="(12, 512)", style=solid]; -"2137 mul_tensor_100" -> "2139 sub_tensor_100" [label="(12, 512)", style=solid]; -"2138 zero_point_updated_constant100" -> "2139 sub_tensor_100" [label="(12, 1)", style=solid]; -"2139 sub_tensor_100" -> "2140 linear_99" [label="(12, 512)", style=solid]; -"2140 linear_99" -> "2141 view_88" [label="(1, 15, 15, 12)", style=solid]; -"2141 view_88" -> "2143 index_16" [label="(225, 12)", style=solid]; -"2142 _tensor_constant105" -> "2143 index_16" [label="(4096,)", style=solid]; -"2143 index_16" -> "2144 view_89" [label="(4096, 12)", style=solid]; -"2144 view_89" -> "2145 permute_73" [label="(64, 64, 12)", style=solid]; -"2145 permute_73" -> "2146 contiguous_30" [label="(12, 64, 64)", style=solid]; -"2146 contiguous_30" -> "2147 unsqueeze_48" [label="(12, 64, 64)", style=solid]; -"2147 unsqueeze_48" -> "2148 sigmoid_16" [label="(1, 12, 64, 64)", style=solid]; -"2148 sigmoid_16" -> "2149 mul_32" [label="(1, 12, 64, 64)", style=solid]; -"2149 mul_32" -> "2188 add_56" [label="(1, 12, 64, 64)", style=solid]; -"2150 pad_18" -> "2151 view_90" [label="(1, 16, 16, 384)", style=solid]; -"2151 view_90" -> "2152 permute_74" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2152 permute_74" -> "2153 reshape_72" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2153 reshape_72" -> "2156 reshape_72_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2154 _param_constant269" -> "2155 clone_16" [label="(1152,)", style=solid]; -"2155 clone_16" -> "2164 linear_100" [label="(1152,)", style=solid]; -"2156 reshape_72_0_0_nncf_smooth_quant_0" -> "2157 quantize_per_tensor_default_99" [label="(4, 64, 384)", style=solid]; -"2157 quantize_per_tensor_default_99" -> "2158 dequantize_per_tensor_default_99" [label="(4, 64, 384)", style=solid]; -"2158 dequantize_per_tensor_default_99" -> "2164 linear_100" [label="(4, 64, 384)", style=solid]; -"2159 scale_updated_constant101" -> "2161 mul_tensor_101" [label="(1152, 1)", style=solid]; -"2160 compressed_weight_updated_constant101" -> "2161 mul_tensor_101" [label="(1152, 384)", style=solid]; -"2161 mul_tensor_101" -> "2163 sub_tensor_101" [label="(1152, 384)", style=solid]; -"2162 zero_point_updated_constant101" -> "2163 sub_tensor_101" [label="(1152, 1)", style=solid]; -"2163 sub_tensor_101" -> "2164 linear_100" [label="(1152, 384)", style=solid]; -"2164 linear_100" -> "2165 reshape_73" [label="(4, 64, 1152)", style=solid]; -"2165 reshape_73" -> "2166 permute_75" [label="(4, 64, 3, 12, 32)", style=solid]; -"2166 permute_75" -> "2167 select_48" [label="(3, 4, 12, 64, 32)", style=solid]; -"2166 permute_75" -> "2168 select_49" [label="(3, 4, 12, 64, 32)", style=solid]; -"2166 permute_75" -> "2169 select_50" [label="(3, 4, 12, 64, 32)", style=solid]; -"2167 select_48" -> "2170 linalg_vector_norm_32" [label="(4, 12, 64, 32)", style=solid]; -"2167 select_48" -> "2172 expand_as_32" [label="(4, 12, 64, 32)", style=solid]; -"2167 select_48" -> "2173 div_32" [label="(4, 12, 64, 32)", style=solid]; -"2168 select_49" -> "2176 linalg_vector_norm_33" [label="(4, 12, 64, 32)", style=solid]; -"2168 select_49" -> "2178 expand_as_33" [label="(4, 12, 64, 32)", style=solid]; -"2168 select_49" -> "2179 div_33" [label="(4, 12, 64, 32)", style=solid]; -"2169 select_50" -> "2191 matmul_33" [label="(4, 12, 64, 32)", style=solid]; -"2170 linalg_vector_norm_32" -> "2171 clamp_min_32" [label="(4, 12, 64, 1)", style=solid]; -"2171 clamp_min_32" -> "2172 expand_as_32" [label="(4, 12, 64, 1)", style=solid]; -"2172 expand_as_32" -> "2173 div_32" [label="(4, 12, 64, 32)", style=solid]; -"2173 div_32" -> "2174 quantize_per_tensor_default_100" [label="(4, 12, 64, 32)", style=solid]; -"2174 quantize_per_tensor_default_100" -> "2175 dequantize_per_tensor_default_100" [label="(4, 12, 64, 32)", style=solid]; -"2175 dequantize_per_tensor_default_100" -> "2183 matmul_32" [label="(4, 12, 64, 32)", style=solid]; -"2176 linalg_vector_norm_33" -> "2177 clamp_min_33" [label="(4, 12, 64, 1)", style=solid]; -"2177 clamp_min_33" -> "2178 expand_as_33" [label="(4, 12, 64, 1)", style=solid]; -"2178 expand_as_33" -> "2179 div_33" [label="(4, 12, 64, 32)", style=solid]; -"2179 div_33" -> "2180 quantize_per_tensor_default_101" [label="(4, 12, 64, 32)", style=solid]; -"2180 quantize_per_tensor_default_101" -> "2181 dequantize_per_tensor_default_101" [label="(4, 12, 64, 32)", style=solid]; -"2181 dequantize_per_tensor_default_101" -> "2182 transpose_32" [label="(4, 12, 64, 32)", style=solid]; -"2182 transpose_32" -> "2183 matmul_32" [label="(4, 12, 32, 64)", style=solid]; -"2183 matmul_32" -> "2187 mul_33" [label="(4, 12, 64, 64)", style=solid]; -"2184 _param_constant271" -> "2185 clamp_16" [label="(12, 1, 1)", style=solid]; -"2185 clamp_16" -> "2186 exp_16" [label="(12, 1, 1)", style=solid]; -"2186 exp_16" -> "2187 mul_33" [label="(12, 1, 1)", style=solid]; -"2187 mul_33" -> "2188 add_56" [label="(4, 12, 64, 64)", style=solid]; -"2188 add_56" -> "2189 softmax_16" [label="(4, 12, 64, 64)", style=solid]; -"2189 softmax_16" -> "2190 dropout_64" [label="(4, 12, 64, 64)", style=solid]; -"2190 dropout_64" -> "2191 matmul_33" [label="(4, 12, 64, 64)", style=solid]; -"2191 matmul_33" -> "2192 transpose_33" [label="(4, 12, 64, 32)", style=solid]; -"2192 transpose_33" -> "2193 reshape_74" [label="(4, 64, 12, 32)", style=solid]; -"2193 reshape_74" -> "2195 reshape_74_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2194 _param_constant273" -> "2203 linear_101" [label="(384,)", style=solid]; -"2195 reshape_74_0_0_nncf_smooth_quant_0" -> "2196 quantize_per_tensor_default_102" [label="(4, 64, 384)", style=solid]; -"2196 quantize_per_tensor_default_102" -> "2197 dequantize_per_tensor_default_102" [label="(4, 64, 384)", style=solid]; -"2197 dequantize_per_tensor_default_102" -> "2203 linear_101" [label="(4, 64, 384)", style=solid]; -"2198 scale_updated_constant102" -> "2200 mul_tensor_102" [label="(384, 1)", style=solid]; -"2199 compressed_weight_updated_constant102" -> "2200 mul_tensor_102" [label="(384, 384)", style=solid]; -"2200 mul_tensor_102" -> "2202 sub_tensor_102" [label="(384, 384)", style=solid]; -"2201 zero_point_updated_constant102" -> "2202 sub_tensor_102" [label="(384, 1)", style=solid]; -"2202 sub_tensor_102" -> "2203 linear_101" [label="(384, 384)", style=solid]; -"2203 linear_101" -> "2204 dropout_65" [label="(4, 64, 384)", style=solid]; -"2204 dropout_65" -> "2205 view_91" [label="(4, 64, 384)", style=solid]; -"2205 view_91" -> "2206 permute_76" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2206 permute_76" -> "2207 reshape_75" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2207 reshape_75" -> "2208 slice_246" [label="(1, 16, 16, 384)", style=solid]; -"2208 slice_246" -> "2209 slice_247" [label="(1, 16, 16, 384)", style=solid]; -"2209 slice_247" -> "2210 slice_248" [label="(1, 14, 16, 384)", style=solid]; -"2210 slice_248" -> "2211 slice_249" [label="(1, 14, 14, 384)", style=solid]; -"2211 slice_249" -> "2212 contiguous_31" [label="(1, 14, 14, 384)", style=solid]; -"2212 contiguous_31" -> "2215 layer_norm_35" [label="(1, 14, 14, 384)", style=solid]; -"2213 _param_constant274" -> "2215 layer_norm_35" [label="(384,)", style=solid]; -"2214 _param_constant275" -> "2215 layer_norm_35" [label="(384,)", style=solid]; -"2215 layer_norm_35" -> "2216 add_57" [label="(1, 14, 14, 384)", style=solid]; -"2216 add_57" -> "2218 add_57_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"2216 add_57" -> "2243 add_58" [label="(1, 14, 14, 384)", style=solid]; -"2217 _param_constant277" -> "2226 linear_102" [label="(1536,)", style=solid]; -"2218 add_57_0_0_nncf_smooth_quant_0" -> "2219 quantize_per_tensor_default_103" [label="(1, 14, 14, 384)", style=solid]; -"2219 quantize_per_tensor_default_103" -> "2220 dequantize_per_tensor_default_103" [label="(1, 14, 14, 384)", style=solid]; -"2220 dequantize_per_tensor_default_103" -> "2226 linear_102" [label="(1, 14, 14, 384)", style=solid]; -"2221 scale_updated_constant103" -> "2223 mul_tensor_103" [label="(1536, 1)", style=solid]; -"2222 compressed_weight_updated_constant103" -> "2223 mul_tensor_103" [label="(1536, 384)", style=solid]; -"2223 mul_tensor_103" -> "2225 sub_tensor_103" [label="(1536, 384)", style=solid]; -"2224 zero_point_updated_constant103" -> "2225 sub_tensor_103" [label="(1536, 1)", style=solid]; -"2225 sub_tensor_103" -> "2226 linear_102" [label="(1536, 384)", style=solid]; -"2226 linear_102" -> "2227 gelu_16" [label="(1, 14, 14, 1536)", style=solid]; -"2227 gelu_16" -> "2228 dropout_66" [label="(1, 14, 14, 1536)", style=solid]; -"2228 dropout_66" -> "2230 dropout_66_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"2229 _param_constant279" -> "2238 linear_103" [label="(384,)", style=solid]; -"2230 dropout_66_0_0_nncf_smooth_quant_0" -> "2231 quantize_per_tensor_default_104" [label="(1, 14, 14, 1536)", style=solid]; -"2231 quantize_per_tensor_default_104" -> "2232 dequantize_per_tensor_default_104" [label="(1, 14, 14, 1536)", style=solid]; -"2232 dequantize_per_tensor_default_104" -> "2238 linear_103" [label="(1, 14, 14, 1536)", style=solid]; -"2233 scale_updated_constant104" -> "2235 mul_tensor_104" [label="(384, 1)", style=solid]; -"2234 compressed_weight_updated_constant104" -> "2235 mul_tensor_104" [label="(384, 1536)", style=solid]; -"2235 mul_tensor_104" -> "2237 sub_tensor_104" [label="(384, 1536)", style=solid]; -"2236 zero_point_updated_constant104" -> "2237 sub_tensor_104" [label="(384, 1)", style=solid]; -"2237 sub_tensor_104" -> "2238 linear_103" [label="(384, 1536)", style=solid]; -"2238 linear_103" -> "2239 dropout_67" [label="(1, 14, 14, 384)", style=solid]; -"2239 dropout_67" -> "2242 layer_norm_36" [label="(1, 14, 14, 384)", style=solid]; -"2240 _param_constant280" -> "2242 layer_norm_36" [label="(384,)", style=solid]; -"2241 _param_constant281" -> "2242 layer_norm_36" [label="(384,)", style=solid]; -"2242 layer_norm_36" -> "2243 add_58" [label="(1, 14, 14, 384)", style=solid]; -"2243 add_58" -> "2270 pad_19" [label="(1, 14, 14, 384)", style=solid]; -"2243 add_58" -> "2354 add_61" [label="(1, 14, 14, 384)", style=solid]; -"2244 _tensor_constant106" -> "2246 _tensor_constant106_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"2245 _param_constant283" -> "2252 linear_104" [label="(512,)", style=solid]; -"2246 _tensor_constant106_0_0_nncf_smooth_quant_0" -> "2252 linear_104" [label="(1, 15, 15, 2)", style=solid]; -"2247 scale_updated_constant105" -> "2249 mul_tensor_105" [label="(512, 1)", style=solid]; -"2248 compressed_weight_updated_constant105" -> "2249 mul_tensor_105" [label="(512, 2)", style=solid]; -"2249 mul_tensor_105" -> "2251 sub_tensor_105" [label="(512, 2)", style=solid]; -"2250 zero_point_updated_constant105" -> "2251 sub_tensor_105" [label="(512, 1)", style=solid]; -"2251 sub_tensor_105" -> "2252 linear_104" [label="(512, 2)", style=solid]; -"2252 linear_104" -> "2253 relu__17" [label="(1, 15, 15, 512)", style=solid]; -"2253 relu__17" -> "2254 relu__17_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"2254 relu__17_0_0_nncf_smooth_quant_0" -> "2260 linear_105" [label="(1, 15, 15, 512)", style=solid]; -"2255 scale_updated_constant106" -> "2257 mul_tensor_106" [label="(12, 1)", style=solid]; -"2256 compressed_weight_updated_constant106" -> "2257 mul_tensor_106" [label="(12, 512)", style=solid]; -"2257 mul_tensor_106" -> "2259 sub_tensor_106" [label="(12, 512)", style=solid]; -"2258 zero_point_updated_constant106" -> "2259 sub_tensor_106" [label="(12, 1)", style=solid]; -"2259 sub_tensor_106" -> "2260 linear_105" [label="(12, 512)", style=solid]; -"2260 linear_105" -> "2261 view_92" [label="(1, 15, 15, 12)", style=solid]; -"2261 view_92" -> "2263 index_17" [label="(225, 12)", style=solid]; -"2262 _tensor_constant107" -> "2263 index_17" [label="(4096,)", style=solid]; -"2263 index_17" -> "2264 view_93" [label="(4096, 12)", style=solid]; -"2264 view_93" -> "2265 permute_77" [label="(64, 64, 12)", style=solid]; -"2265 permute_77" -> "2266 contiguous_32" [label="(12, 64, 64)", style=solid]; -"2266 contiguous_32" -> "2267 unsqueeze_49" [label="(12, 64, 64)", style=solid]; -"2267 unsqueeze_49" -> "2268 sigmoid_17" [label="(1, 12, 64, 64)", style=solid]; -"2268 sigmoid_17" -> "2269 mul_34" [label="(1, 12, 64, 64)", style=solid]; -"2269 mul_34" -> "2309 add_59" [label="(1, 12, 64, 64)", style=solid]; -"2270 pad_19" -> "2271 roll_16" [label="(1, 16, 16, 384)", style=solid]; -"2271 roll_16" -> "2272 view_94" [label="(1, 16, 16, 384)", style=solid]; -"2272 view_94" -> "2273 permute_78" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2273 permute_78" -> "2274 reshape_76" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2274 reshape_76" -> "2277 reshape_76_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2274 reshape_76" -> "2310 new_zeros_8" [label="(4, 64, 384)", style=solid]; -"2275 _param_constant285" -> "2276 clone_17" [label="(1152,)", style=solid]; -"2276 clone_17" -> "2285 linear_106" [label="(1152,)", style=solid]; -"2277 reshape_76_0_0_nncf_smooth_quant_0" -> "2278 quantize_per_tensor_default_105" [label="(4, 64, 384)", style=solid]; -"2278 quantize_per_tensor_default_105" -> "2279 dequantize_per_tensor_default_105" [label="(4, 64, 384)", style=solid]; -"2279 dequantize_per_tensor_default_105" -> "2285 linear_106" [label="(4, 64, 384)", style=solid]; -"2280 scale_updated_constant107" -> "2282 mul_tensor_107" [label="(1152, 1)", style=solid]; -"2281 compressed_weight_updated_constant107" -> "2282 mul_tensor_107" [label="(1152, 384)", style=solid]; -"2282 mul_tensor_107" -> "2284 sub_tensor_107" [label="(1152, 384)", style=solid]; -"2283 zero_point_updated_constant107" -> "2284 sub_tensor_107" [label="(1152, 1)", style=solid]; -"2284 sub_tensor_107" -> "2285 linear_106" [label="(1152, 384)", style=solid]; -"2285 linear_106" -> "2286 reshape_77" [label="(4, 64, 1152)", style=solid]; -"2286 reshape_77" -> "2287 permute_79" [label="(4, 64, 3, 12, 32)", style=solid]; -"2287 permute_79" -> "2288 select_51" [label="(3, 4, 12, 64, 32)", style=solid]; -"2287 permute_79" -> "2289 select_52" [label="(3, 4, 12, 64, 32)", style=solid]; -"2287 permute_79" -> "2290 select_53" [label="(3, 4, 12, 64, 32)", style=solid]; -"2288 select_51" -> "2291 linalg_vector_norm_34" [label="(4, 12, 64, 32)", style=solid]; -"2288 select_51" -> "2293 expand_as_34" [label="(4, 12, 64, 32)", style=solid]; -"2288 select_51" -> "2294 div_34" [label="(4, 12, 64, 32)", style=solid]; -"2289 select_52" -> "2297 linalg_vector_norm_35" [label="(4, 12, 64, 32)", style=solid]; -"2289 select_52" -> "2299 expand_as_35" [label="(4, 12, 64, 32)", style=solid]; -"2289 select_52" -> "2300 div_35" [label="(4, 12, 64, 32)", style=solid]; -"2290 select_53" -> "2328 matmul_35" [label="(4, 12, 64, 32)", style=solid]; -"2291 linalg_vector_norm_34" -> "2292 clamp_min_34" [label="(4, 12, 64, 1)", style=solid]; -"2292 clamp_min_34" -> "2293 expand_as_34" [label="(4, 12, 64, 1)", style=solid]; -"2293 expand_as_34" -> "2294 div_34" [label="(4, 12, 64, 32)", style=solid]; -"2294 div_34" -> "2295 quantize_per_tensor_default_106" [label="(4, 12, 64, 32)", style=solid]; -"2295 quantize_per_tensor_default_106" -> "2296 dequantize_per_tensor_default_106" [label="(4, 12, 64, 32)", style=solid]; -"2296 dequantize_per_tensor_default_106" -> "2304 matmul_34" [label="(4, 12, 64, 32)", style=solid]; -"2297 linalg_vector_norm_35" -> "2298 clamp_min_35" [label="(4, 12, 64, 1)", style=solid]; -"2298 clamp_min_35" -> "2299 expand_as_35" [label="(4, 12, 64, 1)", style=solid]; -"2299 expand_as_35" -> "2300 div_35" [label="(4, 12, 64, 32)", style=solid]; -"2300 div_35" -> "2301 quantize_per_tensor_default_107" [label="(4, 12, 64, 32)", style=solid]; -"2301 quantize_per_tensor_default_107" -> "2302 dequantize_per_tensor_default_107" [label="(4, 12, 64, 32)", style=solid]; -"2302 dequantize_per_tensor_default_107" -> "2303 transpose_34" [label="(4, 12, 64, 32)", style=solid]; -"2303 transpose_34" -> "2304 matmul_34" [label="(4, 12, 32, 64)", style=solid]; -"2304 matmul_34" -> "2308 mul_35" [label="(4, 12, 64, 64)", style=solid]; -"2305 _param_constant287" -> "2306 clamp_17" [label="(12, 1, 1)", style=solid]; -"2306 clamp_17" -> "2307 exp_17" [label="(12, 1, 1)", style=solid]; -"2307 exp_17" -> "2308 mul_35" [label="(12, 1, 1)", style=solid]; -"2308 mul_35" -> "2309 add_59" [label="(4, 12, 64, 64)", style=solid]; -"2309 add_59" -> "2321 view_96" [label="(4, 12, 64, 64)", style=solid]; -"2310 new_zeros_8" -> "2311 view_95" [label="(16, 16)", style=solid]; -"2311 view_95" -> "2312 permute_80" [label="(2, 8, 2, 8)", style=solid]; -"2312 permute_80" -> "2313 reshape_78" [label="(2, 2, 8, 8)", style=solid]; -"2313 reshape_78" -> "2314 unsqueeze_50" [label="(4, 64)", style=solid]; -"2313 reshape_78" -> "2315 unsqueeze_51" [label="(4, 64)", style=solid]; -"2314 unsqueeze_50" -> "2316 sub_8" [label="(4, 1, 64)", style=solid]; -"2315 unsqueeze_51" -> "2316 sub_8" [label="(4, 64, 1)", style=solid]; -"2316 sub_8" -> "2317 ne_8" [label="(4, 64, 64)", style=solid]; -"2316 sub_8" -> "2318 masked_fill_16" [label="(4, 64, 64)", style=solid]; -"2316 sub_8" -> "2319 eq_8" [label="(4, 64, 64)", style=solid]; -"2317 ne_8" -> "2318 masked_fill_16" [label="(4, 64, 64)", style=solid]; -"2318 masked_fill_16" -> "2320 masked_fill_17" [label="(4, 64, 64)", style=solid]; -"2319 eq_8" -> "2320 masked_fill_17" [label="(4, 64, 64)", style=solid]; -"2320 masked_fill_17" -> "2322 unsqueeze_52" [label="(4, 64, 64)", style=solid]; -"2321 view_96" -> "2324 add_60" [label="(1, 4, 12, 64, 64)", style=solid]; -"2322 unsqueeze_52" -> "2323 unsqueeze_53" [label="(4, 1, 64, 64)", style=solid]; -"2323 unsqueeze_53" -> "2324 add_60" [label="(1, 4, 1, 64, 64)", style=solid]; -"2324 add_60" -> "2325 view_97" [label="(1, 4, 12, 64, 64)", style=solid]; -"2325 view_97" -> "2326 softmax_17" [label="(4, 12, 64, 64)", style=solid]; -"2326 softmax_17" -> "2327 dropout_68" [label="(4, 12, 64, 64)", style=solid]; -"2327 dropout_68" -> "2328 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"2696 quantize_per_tensor_default_125" [label="(4, 12, 64, 32)", style=solid]; -"2696 quantize_per_tensor_default_125" -> "2697 dequantize_per_tensor_default_125" [label="(4, 12, 64, 32)", style=solid]; -"2697 dequantize_per_tensor_default_125" -> "2698 transpose_40" [label="(4, 12, 64, 32)", style=solid]; -"2698 transpose_40" -> "2699 matmul_40" [label="(4, 12, 32, 64)", style=solid]; -"2699 matmul_40" -> "2703 mul_41" [label="(4, 12, 64, 64)", style=solid]; -"2700 _param_constant335" -> "2701 clamp_20" [label="(12, 1, 1)", style=solid]; -"2701 clamp_20" -> "2702 exp_20" [label="(12, 1, 1)", style=solid]; -"2702 exp_20" -> "2703 mul_41" [label="(12, 1, 1)", style=solid]; -"2703 mul_41" -> "2704 add_70" [label="(4, 12, 64, 64)", style=solid]; -"2704 add_70" -> "2705 softmax_20" [label="(4, 12, 64, 64)", style=solid]; -"2705 softmax_20" -> "2706 dropout_80" [label="(4, 12, 64, 64)", style=solid]; -"2706 dropout_80" -> "2707 matmul_41" [label="(4, 12, 64, 64)", style=solid]; -"2707 matmul_41" -> "2708 transpose_41" [label="(4, 12, 64, 32)", style=solid]; -"2708 transpose_41" -> "2709 reshape_92" [label="(4, 64, 12, 32)", style=solid]; -"2709 reshape_92" -> "2711 reshape_92_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2710 _param_constant337" -> "2719 linear_125" [label="(384,)", style=solid]; -"2711 reshape_92_0_0_nncf_smooth_quant_0" -> "2712 quantize_per_tensor_default_126" [label="(4, 64, 384)", style=solid]; -"2712 quantize_per_tensor_default_126" -> "2713 dequantize_per_tensor_default_126" [label="(4, 64, 384)", style=solid]; -"2713 dequantize_per_tensor_default_126" -> "2719 linear_125" [label="(4, 64, 384)", style=solid]; -"2714 scale_updated_constant126" -> "2716 mul_tensor_126" [label="(384, 1)", style=solid]; -"2715 compressed_weight_updated_constant126" -> "2716 mul_tensor_126" [label="(384, 384)", style=solid]; -"2716 mul_tensor_126" -> "2718 sub_tensor_126" [label="(384, 384)", style=solid]; -"2717 zero_point_updated_constant126" -> "2718 sub_tensor_126" [label="(384, 1)", style=solid]; -"2718 sub_tensor_126" -> "2719 linear_125" [label="(384, 384)", style=solid]; -"2719 linear_125" -> "2720 dropout_81" [label="(4, 64, 384)", style=solid]; -"2720 dropout_81" -> "2721 view_113" [label="(4, 64, 384)", style=solid]; -"2721 view_113" -> "2722 permute_94" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2722 permute_94" -> "2723 reshape_93" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2723 reshape_93" -> "2724 slice_302" [label="(1, 16, 16, 384)", style=solid]; -"2724 slice_302" -> "2725 slice_303" [label="(1, 16, 16, 384)", style=solid]; -"2725 slice_303" -> "2726 slice_304" [label="(1, 14, 16, 384)", style=solid]; -"2726 slice_304" -> "2727 slice_305" [label="(1, 14, 14, 384)", style=solid]; -"2727 slice_305" -> "2728 contiguous_39" [label="(1, 14, 14, 384)", style=solid]; -"2728 contiguous_39" -> "2731 layer_norm_43" [label="(1, 14, 14, 384)", style=solid]; -"2729 _param_constant338" -> "2731 layer_norm_43" [label="(384,)", style=solid]; -"2730 _param_constant339" -> "2731 layer_norm_43" [label="(384,)", style=solid]; -"2731 layer_norm_43" -> "2732 add_71" [label="(1, 14, 14, 384)", style=solid]; -"2732 add_71" -> "2734 add_71_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"2732 add_71" -> "2759 add_72" [label="(1, 14, 14, 384)", style=solid]; -"2733 _param_constant341" -> "2742 linear_126" [label="(1536,)", style=solid]; -"2734 add_71_0_0_nncf_smooth_quant_0" -> "2735 quantize_per_tensor_default_127" [label="(1, 14, 14, 384)", style=solid]; -"2735 quantize_per_tensor_default_127" -> "2736 dequantize_per_tensor_default_127" [label="(1, 14, 14, 384)", style=solid]; -"2736 dequantize_per_tensor_default_127" -> "2742 linear_126" [label="(1, 14, 14, 384)", style=solid]; -"2737 scale_updated_constant127" -> "2739 mul_tensor_127" [label="(1536, 1)", style=solid]; -"2738 compressed_weight_updated_constant127" -> "2739 mul_tensor_127" [label="(1536, 384)", style=solid]; -"2739 mul_tensor_127" -> "2741 sub_tensor_127" [label="(1536, 384)", style=solid]; -"2740 zero_point_updated_constant127" -> "2741 sub_tensor_127" [label="(1536, 1)", style=solid]; -"2741 sub_tensor_127" -> "2742 linear_126" [label="(1536, 384)", style=solid]; -"2742 linear_126" -> "2743 gelu_20" [label="(1, 14, 14, 1536)", style=solid]; -"2743 gelu_20" -> "2744 dropout_82" [label="(1, 14, 14, 1536)", style=solid]; -"2744 dropout_82" -> "2746 dropout_82_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"2745 _param_constant343" -> "2754 linear_127" [label="(384,)", style=solid]; -"2746 dropout_82_0_0_nncf_smooth_quant_0" -> "2747 quantize_per_tensor_default_128" [label="(1, 14, 14, 1536)", style=solid]; -"2747 quantize_per_tensor_default_128" -> "2748 dequantize_per_tensor_default_128" [label="(1, 14, 14, 1536)", style=solid]; -"2748 dequantize_per_tensor_default_128" -> "2754 linear_127" [label="(1, 14, 14, 1536)", style=solid]; -"2749 scale_updated_constant128" -> "2751 mul_tensor_128" [label="(384, 1)", style=solid]; -"2750 compressed_weight_updated_constant128" -> "2751 mul_tensor_128" [label="(384, 1536)", style=solid]; -"2751 mul_tensor_128" -> "2753 sub_tensor_128" [label="(384, 1536)", style=solid]; -"2752 zero_point_updated_constant128" -> "2753 sub_tensor_128" [label="(384, 1)", style=solid]; -"2753 sub_tensor_128" -> "2754 linear_127" [label="(384, 1536)", style=solid]; -"2754 linear_127" -> "2755 dropout_83" [label="(1, 14, 14, 384)", style=solid]; -"2755 dropout_83" -> "2758 layer_norm_44" [label="(1, 14, 14, 384)", style=solid]; -"2756 _param_constant344" -> "2758 layer_norm_44" [label="(384,)", style=solid]; -"2757 _param_constant345" -> "2758 layer_norm_44" [label="(384,)", style=solid]; -"2758 layer_norm_44" -> "2759 add_72" [label="(1, 14, 14, 384)", style=solid]; -"2759 add_72" -> "2786 pad_23" [label="(1, 14, 14, 384)", style=solid]; -"2759 add_72" -> "2870 add_75" [label="(1, 14, 14, 384)", style=solid]; -"2760 _tensor_constant132" -> "2762 _tensor_constant132_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"2761 _param_constant347" -> "2768 linear_128" [label="(512,)", style=solid]; -"2762 _tensor_constant132_0_0_nncf_smooth_quant_0" -> "2768 linear_128" [label="(1, 15, 15, 2)", style=solid]; -"2763 scale_updated_constant129" -> "2765 mul_tensor_129" [label="(512, 1)", style=solid]; -"2764 compressed_weight_updated_constant129" -> "2765 mul_tensor_129" [label="(512, 2)", style=solid]; -"2765 mul_tensor_129" -> "2767 sub_tensor_129" [label="(512, 2)", style=solid]; -"2766 zero_point_updated_constant129" -> "2767 sub_tensor_129" [label="(512, 1)", style=solid]; -"2767 sub_tensor_129" -> "2768 linear_128" [label="(512, 2)", style=solid]; -"2768 linear_128" -> "2769 relu__21" [label="(1, 15, 15, 512)", style=solid]; -"2769 relu__21" -> "2770 relu__21_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"2770 relu__21_0_0_nncf_smooth_quant_0" -> "2776 linear_129" [label="(1, 15, 15, 512)", style=solid]; -"2771 scale_updated_constant130" -> "2773 mul_tensor_130" [label="(12, 1)", style=solid]; -"2772 compressed_weight_updated_constant130" -> "2773 mul_tensor_130" [label="(12, 512)", style=solid]; -"2773 mul_tensor_130" -> "2775 sub_tensor_130" [label="(12, 512)", style=solid]; -"2774 zero_point_updated_constant130" -> "2775 sub_tensor_130" [label="(12, 1)", style=solid]; -"2775 sub_tensor_130" -> "2776 linear_129" [label="(12, 512)", style=solid]; -"2776 linear_129" -> "2777 view_114" [label="(1, 15, 15, 12)", style=solid]; -"2777 view_114" -> "2779 index_21" [label="(225, 12)", style=solid]; -"2778 _tensor_constant133" -> "2779 index_21" [label="(4096,)", style=solid]; -"2779 index_21" -> "2780 view_115" [label="(4096, 12)", style=solid]; -"2780 view_115" -> "2781 permute_95" [label="(64, 64, 12)", style=solid]; -"2781 permute_95" -> "2782 contiguous_40" [label="(12, 64, 64)", style=solid]; -"2782 contiguous_40" -> "2783 unsqueeze_61" [label="(12, 64, 64)", style=solid]; -"2783 unsqueeze_61" -> "2784 sigmoid_21" [label="(1, 12, 64, 64)", style=solid]; -"2784 sigmoid_21" -> "2785 mul_42" [label="(1, 12, 64, 64)", style=solid]; -"2785 mul_42" -> "2825 add_73" [label="(1, 12, 64, 64)", style=solid]; -"2786 pad_23" -> "2787 roll_20" [label="(1, 16, 16, 384)", style=solid]; -"2787 roll_20" -> "2788 view_116" [label="(1, 16, 16, 384)", style=solid]; -"2788 view_116" -> "2789 permute_96" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2789 permute_96" -> "2790 reshape_94" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2790 reshape_94" -> "2793 reshape_94_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2790 reshape_94" -> "2826 new_zeros_10" [label="(4, 64, 384)", style=solid]; -"2791 _param_constant349" -> "2792 clone_21" [label="(1152,)", style=solid]; -"2792 clone_21" -> "2801 linear_130" [label="(1152,)", style=solid]; -"2793 reshape_94_0_0_nncf_smooth_quant_0" -> "2794 quantize_per_tensor_default_129" [label="(4, 64, 384)", style=solid]; -"2794 quantize_per_tensor_default_129" -> "2795 dequantize_per_tensor_default_129" [label="(4, 64, 384)", style=solid]; -"2795 dequantize_per_tensor_default_129" -> "2801 linear_130" [label="(4, 64, 384)", style=solid]; -"2796 scale_updated_constant131" -> "2798 mul_tensor_131" [label="(1152, 1)", style=solid]; -"2797 compressed_weight_updated_constant131" -> "2798 mul_tensor_131" [label="(1152, 384)", style=solid]; -"2798 mul_tensor_131" -> "2800 sub_tensor_131" [label="(1152, 384)", style=solid]; -"2799 zero_point_updated_constant131" -> "2800 sub_tensor_131" [label="(1152, 1)", style=solid]; -"2800 sub_tensor_131" -> "2801 linear_130" [label="(1152, 384)", style=solid]; -"2801 linear_130" -> "2802 reshape_95" [label="(4, 64, 1152)", style=solid]; -"2802 reshape_95" -> "2803 permute_97" [label="(4, 64, 3, 12, 32)", style=solid]; -"2803 permute_97" -> "2804 select_63" [label="(3, 4, 12, 64, 32)", style=solid]; -"2803 permute_97" -> "2805 select_64" [label="(3, 4, 12, 64, 32)", style=solid]; -"2803 permute_97" -> "2806 select_65" [label="(3, 4, 12, 64, 32)", style=solid]; -"2804 select_63" -> "2807 linalg_vector_norm_42" [label="(4, 12, 64, 32)", style=solid]; -"2804 select_63" -> "2809 expand_as_42" [label="(4, 12, 64, 32)", style=solid]; -"2804 select_63" -> "2810 div_42" [label="(4, 12, 64, 32)", style=solid]; -"2805 select_64" -> "2813 linalg_vector_norm_43" [label="(4, 12, 64, 32)", style=solid]; -"2805 select_64" -> "2815 expand_as_43" [label="(4, 12, 64, 32)", style=solid]; -"2805 select_64" -> "2816 div_43" [label="(4, 12, 64, 32)", style=solid]; -"2806 select_65" -> "2844 matmul_43" [label="(4, 12, 64, 32)", style=solid]; -"2807 linalg_vector_norm_42" -> "2808 clamp_min_42" [label="(4, 12, 64, 1)", style=solid]; -"2808 clamp_min_42" -> "2809 expand_as_42" [label="(4, 12, 64, 1)", style=solid]; -"2809 expand_as_42" -> "2810 div_42" [label="(4, 12, 64, 32)", style=solid]; -"2810 div_42" -> "2811 quantize_per_tensor_default_130" [label="(4, 12, 64, 32)", style=solid]; -"2811 quantize_per_tensor_default_130" -> "2812 dequantize_per_tensor_default_130" [label="(4, 12, 64, 32)", style=solid]; -"2812 dequantize_per_tensor_default_130" -> "2820 matmul_42" [label="(4, 12, 64, 32)", style=solid]; -"2813 linalg_vector_norm_43" -> "2814 clamp_min_43" [label="(4, 12, 64, 1)", style=solid]; -"2814 clamp_min_43" -> "2815 expand_as_43" [label="(4, 12, 64, 1)", style=solid]; -"2815 expand_as_43" -> "2816 div_43" [label="(4, 12, 64, 32)", style=solid]; -"2816 div_43" -> "2817 quantize_per_tensor_default_131" [label="(4, 12, 64, 32)", style=solid]; -"2817 quantize_per_tensor_default_131" -> "2818 dequantize_per_tensor_default_131" [label="(4, 12, 64, 32)", style=solid]; -"2818 dequantize_per_tensor_default_131" -> "2819 transpose_42" [label="(4, 12, 64, 32)", style=solid]; -"2819 transpose_42" -> "2820 matmul_42" [label="(4, 12, 32, 64)", style=solid]; -"2820 matmul_42" -> "2824 mul_43" [label="(4, 12, 64, 64)", style=solid]; -"2821 _param_constant351" -> "2822 clamp_21" [label="(12, 1, 1)", style=solid]; -"2822 clamp_21" -> "2823 exp_21" [label="(12, 1, 1)", style=solid]; -"2823 exp_21" -> "2824 mul_43" [label="(12, 1, 1)", style=solid]; -"2824 mul_43" -> "2825 add_73" [label="(4, 12, 64, 64)", style=solid]; -"2825 add_73" -> "2837 view_118" [label="(4, 12, 64, 64)", style=solid]; -"2826 new_zeros_10" -> "2827 view_117" [label="(16, 16)", style=solid]; -"2827 view_117" -> "2828 permute_98" [label="(2, 8, 2, 8)", style=solid]; -"2828 permute_98" -> "2829 reshape_96" [label="(2, 2, 8, 8)", style=solid]; -"2829 reshape_96" -> "2830 unsqueeze_62" [label="(4, 64)", style=solid]; -"2829 reshape_96" -> "2831 unsqueeze_63" [label="(4, 64)", style=solid]; -"2830 unsqueeze_62" -> "2832 sub_10" [label="(4, 1, 64)", style=solid]; -"2831 unsqueeze_63" -> "2832 sub_10" [label="(4, 64, 1)", style=solid]; -"2832 sub_10" -> "2833 ne_10" [label="(4, 64, 64)", style=solid]; -"2832 sub_10" -> "2834 masked_fill_20" [label="(4, 64, 64)", style=solid]; -"2832 sub_10" -> "2835 eq_10" [label="(4, 64, 64)", style=solid]; -"2833 ne_10" -> "2834 masked_fill_20" [label="(4, 64, 64)", style=solid]; -"2834 masked_fill_20" -> "2836 masked_fill_21" [label="(4, 64, 64)", style=solid]; -"2835 eq_10" -> "2836 masked_fill_21" [label="(4, 64, 64)", style=solid]; -"2836 masked_fill_21" -> "2838 unsqueeze_64" [label="(4, 64, 64)", style=solid]; -"2837 view_118" -> "2840 add_74" [label="(1, 4, 12, 64, 64)", style=solid]; -"2838 unsqueeze_64" -> "2839 unsqueeze_65" [label="(4, 1, 64, 64)", style=solid]; -"2839 unsqueeze_65" -> "2840 add_74" [label="(1, 4, 1, 64, 64)", style=solid]; -"2840 add_74" -> "2841 view_119" [label="(1, 4, 12, 64, 64)", style=solid]; -"2841 view_119" -> "2842 softmax_21" [label="(4, 12, 64, 64)", style=solid]; -"2842 softmax_21" -> "2843 dropout_84" [label="(4, 12, 64, 64)", style=solid]; -"2843 dropout_84" -> "2844 matmul_43" [label="(4, 12, 64, 64)", style=solid]; -"2844 matmul_43" -> "2845 transpose_43" [label="(4, 12, 64, 32)", style=solid]; -"2845 transpose_43" -> "2846 reshape_97" [label="(4, 64, 12, 32)", style=solid]; -"2846 reshape_97" -> "2848 reshape_97_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2847 _param_constant353" -> "2856 linear_131" [label="(384,)", style=solid]; -"2848 reshape_97_0_0_nncf_smooth_quant_0" -> "2849 quantize_per_tensor_default_132" [label="(4, 64, 384)", style=solid]; -"2849 quantize_per_tensor_default_132" -> "2850 dequantize_per_tensor_default_132" [label="(4, 64, 384)", style=solid]; -"2850 dequantize_per_tensor_default_132" -> "2856 linear_131" [label="(4, 64, 384)", style=solid]; -"2851 scale_updated_constant132" -> "2853 mul_tensor_132" [label="(384, 1)", style=solid]; -"2852 compressed_weight_updated_constant132" -> "2853 mul_tensor_132" [label="(384, 384)", style=solid]; -"2853 mul_tensor_132" -> "2855 sub_tensor_132" [label="(384, 384)", style=solid]; -"2854 zero_point_updated_constant132" -> "2855 sub_tensor_132" [label="(384, 1)", style=solid]; -"2855 sub_tensor_132" -> "2856 linear_131" [label="(384, 384)", style=solid]; -"2856 linear_131" -> "2857 dropout_85" [label="(4, 64, 384)", style=solid]; -"2857 dropout_85" -> "2858 view_120" [label="(4, 64, 384)", style=solid]; -"2858 view_120" -> "2859 permute_99" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2859 permute_99" -> "2860 reshape_98" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2860 reshape_98" -> "2861 roll_21" [label="(1, 16, 16, 384)", style=solid]; -"2861 roll_21" -> "2862 slice_325" [label="(1, 16, 16, 384)", style=solid]; -"2862 slice_325" -> "2863 slice_326" [label="(1, 16, 16, 384)", style=solid]; -"2863 slice_326" -> "2864 slice_327" [label="(1, 14, 16, 384)", style=solid]; -"2864 slice_327" -> "2865 slice_328" [label="(1, 14, 14, 384)", style=solid]; -"2865 slice_328" -> "2866 contiguous_41" [label="(1, 14, 14, 384)", style=solid]; -"2866 contiguous_41" -> "2869 layer_norm_45" [label="(1, 14, 14, 384)", style=solid]; -"2867 _param_constant354" -> "2869 layer_norm_45" [label="(384,)", style=solid]; -"2868 _param_constant355" -> "2869 layer_norm_45" [label="(384,)", style=solid]; -"2869 layer_norm_45" -> "2870 add_75" [label="(1, 14, 14, 384)", style=solid]; -"2870 add_75" -> "2872 add_75_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"2870 add_75" -> "2897 add_76" [label="(1, 14, 14, 384)", style=solid]; -"2871 _param_constant357" -> "2880 linear_132" [label="(1536,)", style=solid]; -"2872 add_75_0_0_nncf_smooth_quant_0" -> "2873 quantize_per_tensor_default_133" [label="(1, 14, 14, 384)", style=solid]; -"2873 quantize_per_tensor_default_133" -> "2874 dequantize_per_tensor_default_133" [label="(1, 14, 14, 384)", style=solid]; -"2874 dequantize_per_tensor_default_133" -> "2880 linear_132" [label="(1, 14, 14, 384)", style=solid]; -"2875 scale_updated_constant133" -> "2877 mul_tensor_133" [label="(1536, 1)", style=solid]; -"2876 compressed_weight_updated_constant133" -> "2877 mul_tensor_133" [label="(1536, 384)", style=solid]; -"2877 mul_tensor_133" -> "2879 sub_tensor_133" [label="(1536, 384)", style=solid]; -"2878 zero_point_updated_constant133" -> "2879 sub_tensor_133" [label="(1536, 1)", style=solid]; -"2879 sub_tensor_133" -> "2880 linear_132" [label="(1536, 384)", style=solid]; -"2880 linear_132" -> "2881 gelu_21" [label="(1, 14, 14, 1536)", style=solid]; -"2881 gelu_21" -> "2882 dropout_86" [label="(1, 14, 14, 1536)", style=solid]; -"2882 dropout_86" -> "2884 dropout_86_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"2883 _param_constant359" -> "2892 linear_133" [label="(384,)", style=solid]; -"2884 dropout_86_0_0_nncf_smooth_quant_0" -> "2885 quantize_per_tensor_default_134" [label="(1, 14, 14, 1536)", style=solid]; -"2885 quantize_per_tensor_default_134" -> "2886 dequantize_per_tensor_default_134" [label="(1, 14, 14, 1536)", style=solid]; -"2886 dequantize_per_tensor_default_134" -> "2892 linear_133" [label="(1, 14, 14, 1536)", style=solid]; -"2887 scale_updated_constant134" -> "2889 mul_tensor_134" [label="(384, 1)", style=solid]; -"2888 compressed_weight_updated_constant134" -> "2889 mul_tensor_134" [label="(384, 1536)", style=solid]; -"2889 mul_tensor_134" -> "2891 sub_tensor_134" [label="(384, 1536)", style=solid]; -"2890 zero_point_updated_constant134" -> "2891 sub_tensor_134" [label="(384, 1)", style=solid]; -"2891 sub_tensor_134" -> "2892 linear_133" [label="(384, 1536)", style=solid]; -"2892 linear_133" -> "2893 dropout_87" [label="(1, 14, 14, 384)", style=solid]; -"2893 dropout_87" -> "2896 layer_norm_46" [label="(1, 14, 14, 384)", style=solid]; -"2894 _param_constant360" -> "2896 layer_norm_46" [label="(384,)", style=solid]; -"2895 _param_constant361" -> "2896 layer_norm_46" [label="(384,)", style=solid]; -"2896 layer_norm_46" -> "2897 add_76" [label="(1, 14, 14, 384)", style=solid]; -"2897 add_76" -> "2898 pad_24" [label="(1, 14, 14, 384)", style=solid]; -"2898 pad_24" -> "2899 slice_329" 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[label="(1, 24, 64, 32)", style=solid]; -"3096 linalg_vector_norm_47" -> "3097 clamp_min_47" [label="(1, 24, 64, 1)", style=solid]; -"3097 clamp_min_47" -> "3098 expand_as_47" [label="(1, 24, 64, 1)", style=solid]; -"3098 expand_as_47" -> "3099 div_47" [label="(1, 24, 64, 32)", style=solid]; -"3099 div_47" -> "3100 quantize_per_tensor_default_144" [label="(1, 24, 64, 32)", style=solid]; -"3100 quantize_per_tensor_default_144" -> "3101 dequantize_per_tensor_default_144" [label="(1, 24, 64, 32)", style=solid]; -"3101 dequantize_per_tensor_default_144" -> "3102 transpose_46" [label="(1, 24, 64, 32)", style=solid]; -"3102 transpose_46" -> "3103 matmul_46" [label="(1, 24, 32, 64)", style=solid]; -"3103 matmul_46" -> "3107 mul_47" [label="(1, 24, 64, 64)", style=solid]; -"3104 _param_constant386" -> "3105 clamp_23" [label="(24, 1, 1)", style=solid]; -"3105 clamp_23" -> "3106 exp_23" [label="(24, 1, 1)", style=solid]; -"3106 exp_23" -> "3107 mul_47" [label="(24, 1, 1)", style=solid]; -"3107 mul_47" -> "3108 add_80" [label="(1, 24, 64, 64)", style=solid]; -"3108 add_80" -> "3109 softmax_23" [label="(1, 24, 64, 64)", style=solid]; -"3109 softmax_23" -> "3110 dropout_92" [label="(1, 24, 64, 64)", style=solid]; -"3110 dropout_92" -> "3111 matmul_47" [label="(1, 24, 64, 64)", style=solid]; -"3111 matmul_47" -> "3112 transpose_47" [label="(1, 24, 64, 32)", style=solid]; -"3112 transpose_47" -> "3113 reshape_105" [label="(1, 64, 24, 32)", style=solid]; -"3113 reshape_105" -> "3115 reshape_105_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; -"3114 _param_constant388" -> "3123 linear_144" [label="(768,)", style=solid]; -"3115 reshape_105_0_0_nncf_smooth_quant_0" -> "3116 quantize_per_tensor_default_145" [label="(1, 64, 768)", style=solid]; -"3116 quantize_per_tensor_default_145" -> "3117 dequantize_per_tensor_default_145" [label="(1, 64, 768)", style=solid]; -"3117 dequantize_per_tensor_default_145" -> "3123 linear_144" [label="(1, 64, 768)", style=solid]; -"3118 scale_updated_constant145" -> "3120 mul_tensor_145" [label="(768, 1)", style=solid]; -"3119 compressed_weight_updated_constant145" -> "3120 mul_tensor_145" [label="(768, 768)", style=solid]; -"3120 mul_tensor_145" -> "3122 sub_tensor_145" [label="(768, 768)", style=solid]; -"3121 zero_point_updated_constant145" -> "3122 sub_tensor_145" [label="(768, 1)", style=solid]; -"3122 sub_tensor_145" -> "3123 linear_144" [label="(768, 768)", style=solid]; -"3123 linear_144" -> "3124 dropout_93" [label="(1, 64, 768)", style=solid]; -"3124 dropout_93" -> "3125 view_128" [label="(1, 64, 768)", style=solid]; -"3125 view_128" -> "3126 permute_107" [label="(1, 1, 1, 8, 8, 768)", style=solid]; -"3126 permute_107" -> "3127 reshape_106" [label="(1, 1, 8, 1, 8, 768)", style=solid]; -"3127 reshape_106" -> "3128 slice_347" [label="(1, 8, 8, 768)", style=solid]; -"3128 slice_347" -> "3129 slice_348" [label="(1, 8, 8, 768)", style=solid]; -"3129 slice_348" -> "3130 slice_349" [label="(1, 7, 8, 768)", style=solid]; -"3130 slice_349" -> "3131 slice_350" [label="(1, 7, 7, 768)", style=solid]; -"3131 slice_350" -> "3132 contiguous_45" [label="(1, 7, 7, 768)", style=solid]; -"3132 contiguous_45" -> "3135 layer_norm_50" [label="(1, 7, 7, 768)", style=solid]; -"3133 _param_constant389" -> "3135 layer_norm_50" [label="(768,)", style=solid]; -"3134 _param_constant390" -> "3135 layer_norm_50" [label="(768,)", style=solid]; -"3135 layer_norm_50" -> "3136 add_81" [label="(1, 7, 7, 768)", style=solid]; -"3136 add_81" -> "3138 add_81_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 768)", style=solid]; -"3136 add_81" -> "3163 add_82" [label="(1, 7, 7, 768)", style=solid]; -"3137 _param_constant392" -> "3146 linear_145" [label="(3072,)", style=solid]; -"3138 add_81_0_0_nncf_smooth_quant_0" -> "3139 quantize_per_tensor_default_146" [label="(1, 7, 7, 768)", style=solid]; -"3139 quantize_per_tensor_default_146" -> "3140 dequantize_per_tensor_default_146" [label="(1, 7, 7, 768)", style=solid]; -"3140 dequantize_per_tensor_default_146" -> "3146 linear_145" [label="(1, 7, 7, 768)", style=solid]; -"3141 scale_updated_constant146" -> "3143 mul_tensor_146" [label="(3072, 1)", style=solid]; -"3142 compressed_weight_updated_constant146" -> "3143 mul_tensor_146" [label="(3072, 768)", style=solid]; -"3143 mul_tensor_146" -> "3145 sub_tensor_146" [label="(3072, 768)", style=solid]; -"3144 zero_point_updated_constant146" -> "3145 sub_tensor_146" [label="(3072, 1)", style=solid]; -"3145 sub_tensor_146" -> "3146 linear_145" [label="(3072, 768)", style=solid]; -"3146 linear_145" -> "3147 gelu_23" [label="(1, 7, 7, 3072)", style=solid]; -"3147 gelu_23" -> "3148 dropout_94" [label="(1, 7, 7, 3072)", style=solid]; -"3148 dropout_94" -> "3150 dropout_94_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 3072)", style=solid]; -"3149 _param_constant394" -> "3158 linear_146" [label="(768,)", style=solid]; -"3150 dropout_94_0_0_nncf_smooth_quant_0" -> "3151 quantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; -"3151 quantize_per_tensor_default_147" -> "3152 dequantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; -"3152 dequantize_per_tensor_default_147" -> "3158 linear_146" [label="(1, 7, 7, 3072)", style=solid]; -"3153 scale_updated_constant147" -> "3155 mul_tensor_147" [label="(768, 1)", style=solid]; -"3154 compressed_weight_updated_constant147" -> "3155 mul_tensor_147" [label="(768, 3072)", style=solid]; -"3155 mul_tensor_147" -> "3157 sub_tensor_147" [label="(768, 3072)", style=solid]; -"3156 zero_point_updated_constant147" -> "3157 sub_tensor_147" [label="(768, 1)", style=solid]; -"3157 sub_tensor_147" -> "3158 linear_146" [label="(768, 3072)", style=solid]; -"3158 linear_146" -> "3159 dropout_95" [label="(1, 7, 7, 768)", style=solid]; -"3159 dropout_95" -> "3162 layer_norm_51" [label="(1, 7, 7, 768)", style=solid]; -"3160 _param_constant395" -> "3162 layer_norm_51" [label="(768,)", style=solid]; -"3161 _param_constant396" -> "3162 layer_norm_51" [label="(768,)", style=solid]; -"3162 layer_norm_51" -> "3163 add_82" [label="(1, 7, 7, 768)", style=solid]; -"3163 add_82" -> "3166 layer_norm_52" [label="(1, 7, 7, 768)", style=solid]; -"3164 _param_constant397" -> "3166 layer_norm_52" [label="(768,)", style=solid]; -"3165 _param_constant398" -> "3166 layer_norm_52" [label="(768,)", style=solid]; -"3166 layer_norm_52" -> "3167 permute_108" [label="(1, 7, 7, 768)", style=solid]; -"3167 permute_108" -> "3168 adaptive_avg_pool2d" [label="(1, 768, 7, 7)", style=solid]; -"3168 adaptive_avg_pool2d" -> "3169 flatten" [label="(1, 768, 1, 1)", style=solid]; -"3169 flatten" -> "3171 flatten_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; -"3170 _param_constant400" -> "3179 linear_147" [label="(1000,)", style=solid]; -"3171 flatten_0_0_nncf_smooth_quant_0" -> "3172 quantize_per_tensor_default_148" [label="(1, 768)", style=solid]; -"3172 quantize_per_tensor_default_148" -> "3173 dequantize_per_tensor_default_148" [label="(1, 768)", style=solid]; -"3173 dequantize_per_tensor_default_148" -> "3179 linear_147" [label="(1, 768)", style=solid]; -"3174 scale_updated_constant148" -> "3176 mul_tensor_148" [label="(1000, 1)", style=solid]; -"3175 compressed_weight_updated_constant148" -> "3176 mul_tensor_148" [label="(1000, 768)", style=solid]; -"3176 mul_tensor_148" -> "3178 sub_tensor_148" [label="(1000, 768)", style=solid]; -"3177 zero_point_updated_constant148" -> "3178 sub_tensor_148" [label="(1000, 1)", style=solid]; -"3178 sub_tensor_148" -> "3179 linear_147" [label="(1000, 768)", style=solid]; -"3179 linear_147" -> "3180 output" [label="(1, 1000)", style=solid]; +"43 reshape" -> "44 reshape_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"44 reshape_0_0_nncf_smooth_quant_0" -> "45 quantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; +"45 quantize_per_tensor_default_1" -> "46 dequantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; +"46 dequantize_per_tensor_default_1" -> "53 linear_2" [label="(49, 64, 96)", style=solid]; +"47 _param_constant7_0_0" -> "53 linear_2" [label="(288,)", style=solid]; +"48 scale_updated_constant3" -> "50 mul_tensor_3" [label="(288, 1)", style=solid]; +"49 compressed_weight_updated_constant3" -> "50 mul_tensor_3" [label="(288, 96)", style=solid]; +"50 mul_tensor_3" -> "52 sub_tensor_3" [label="(288, 96)", style=solid]; +"51 zero_point_updated_constant3" -> "52 sub_tensor_3" [label="(288, 1)", style=solid]; +"52 sub_tensor_3" -> "53 linear_2" [label="(288, 96)", style=solid]; +"53 linear_2" -> "54 reshape_1" [label="(49, 64, 288)", style=solid]; +"54 reshape_1" -> "55 permute_3" [label="(49, 64, 3, 3, 32)", style=solid]; +"55 permute_3" -> "56 select" [label="(3, 49, 3, 64, 32)", style=solid]; +"55 permute_3" -> "57 select_1" [label="(3, 49, 3, 64, 32)", style=solid]; +"55 permute_3" -> "58 select_2" [label="(3, 49, 3, 64, 32)", style=solid]; +"56 select" -> "59 linalg_vector_norm" [label="(49, 3, 64, 32)", style=solid]; +"56 select" -> "61 expand_as" [label="(49, 3, 64, 32)", style=solid]; +"56 select" -> "62 div" [label="(49, 3, 64, 32)", style=solid]; +"57 select_1" -> "65 linalg_vector_norm_1" [label="(49, 3, 64, 32)", style=solid]; +"57 select_1" -> "67 expand_as_1" [label="(49, 3, 64, 32)", style=solid]; +"57 select_1" -> "68 div_1" [label="(49, 3, 64, 32)", style=solid]; +"58 select_2" -> "80 matmul_1" [label="(49, 3, 64, 32)", style=solid]; +"59 linalg_vector_norm" -> "60 clamp_min" [label="(49, 3, 64, 1)", style=solid]; +"60 clamp_min" -> "61 expand_as" [label="(49, 3, 64, 1)", style=solid]; +"61 expand_as" -> "62 div" [label="(49, 3, 64, 32)", style=solid]; +"62 div" -> "63 quantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; +"63 quantize_per_tensor_default_2" -> "64 dequantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; +"64 dequantize_per_tensor_default_2" -> "72 matmul" [label="(49, 3, 64, 32)", style=solid]; +"65 linalg_vector_norm_1" -> "66 clamp_min_1" [label="(49, 3, 64, 1)", style=solid]; +"66 clamp_min_1" -> "67 expand_as_1" [label="(49, 3, 64, 1)", style=solid]; +"67 expand_as_1" -> "68 div_1" [label="(49, 3, 64, 32)", style=solid]; +"68 div_1" -> "69 quantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; +"69 quantize_per_tensor_default_3" -> "70 dequantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; +"70 dequantize_per_tensor_default_3" -> "71 transpose" [label="(49, 3, 64, 32)", style=solid]; +"71 transpose" -> "72 matmul" [label="(49, 3, 32, 64)", style=solid]; +"72 matmul" -> "76 mul_1" [label="(49, 3, 64, 64)", style=solid]; +"73 _param_constant9" -> "74 clamp" [label="(3, 1, 1)", style=solid]; +"74 clamp" -> "75 exp" [label="(3, 1, 1)", style=solid]; +"75 exp" -> "76 mul_1" [label="(3, 1, 1)", style=solid]; +"76 mul_1" -> "77 add" [label="(49, 3, 64, 64)", style=solid]; +"77 add" -> "78 softmax" [label="(49, 3, 64, 64)", style=solid]; +"78 softmax" -> "79 dropout" [label="(49, 3, 64, 64)", style=solid]; +"79 dropout" -> "80 matmul_1" [label="(49, 3, 64, 64)", style=solid]; +"80 matmul_1" -> "81 transpose_1" [label="(49, 3, 64, 32)", style=solid]; +"81 transpose_1" -> "82 reshape_2" [label="(49, 64, 3, 32)", style=solid]; +"82 reshape_2" -> "83 reshape_2_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"83 reshape_2_0_0_nncf_smooth_quant_0" -> "84 quantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; +"84 quantize_per_tensor_default_4" -> "85 dequantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; +"85 dequantize_per_tensor_default_4" -> "92 linear_3" [label="(49, 64, 96)", style=solid]; +"86 _param_constant11_0_0" -> "92 linear_3" [label="(96,)", style=solid]; +"87 scale_updated_constant4" -> "89 mul_tensor_4" [label="(96, 1)", style=solid]; +"88 compressed_weight_updated_constant4" -> "89 mul_tensor_4" [label="(96, 96)", style=solid]; +"89 mul_tensor_4" -> "91 sub_tensor_4" [label="(96, 96)", style=solid]; +"90 zero_point_updated_constant4" -> "91 sub_tensor_4" [label="(96, 1)", style=solid]; +"91 sub_tensor_4" -> "92 linear_3" [label="(96, 96)", style=solid]; +"92 linear_3" -> "93 dropout_1" [label="(49, 64, 96)", style=solid]; +"93 dropout_1" -> "94 view_3" [label="(49, 64, 96)", style=solid]; +"94 view_3" -> "95 permute_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; +"95 permute_4" -> "96 reshape_3" [label="(1, 7, 8, 7, 8, 96)", style=solid]; +"96 reshape_3" -> "97 slice_2" [label="(1, 56, 56, 96)", style=solid]; +"97 slice_2" -> "98 slice_3" [label="(1, 56, 56, 96)", style=solid]; +"98 slice_3" -> "101 layer_norm_1" [label="(1, 56, 56, 96)", style=solid]; +"99 _param_constant12" -> "101 layer_norm_1" [label="(96,)", style=solid]; +"100 _param_constant13" -> "101 layer_norm_1" [label="(96,)", style=solid]; +"101 layer_norm_1" -> "102 add_1" [label="(1, 56, 56, 96)", style=solid]; +"102 add_1" -> "103 add_1_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 96)", style=solid]; +"102 add_1" -> "129 add_2" [label="(1, 56, 56, 96)", style=solid]; +"103 add_1_0_0_nncf_smooth_quant_0" -> "104 quantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; +"104 quantize_per_tensor_default_5" -> "105 dequantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; +"105 dequantize_per_tensor_default_5" -> "112 linear_4" [label="(1, 56, 56, 96)", style=solid]; +"106 _param_constant15_0_0" -> "112 linear_4" [label="(384,)", style=solid]; +"107 scale_updated_constant5" -> "109 mul_tensor_5" [label="(384, 1)", style=solid]; +"108 compressed_weight_updated_constant5" -> "109 mul_tensor_5" [label="(384, 96)", style=solid]; +"109 mul_tensor_5" -> "111 sub_tensor_5" [label="(384, 96)", style=solid]; +"110 zero_point_updated_constant5" -> "111 sub_tensor_5" [label="(384, 1)", style=solid]; +"111 sub_tensor_5" -> "112 linear_4" [label="(384, 96)", style=solid]; +"112 linear_4" -> "113 gelu" [label="(1, 56, 56, 384)", style=solid]; +"113 gelu" -> "114 dropout_2" [label="(1, 56, 56, 384)", style=solid]; +"114 dropout_2" -> "115 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; +"115 dropout_2_0_0_nncf_smooth_quant_0" -> "116 quantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; +"116 quantize_per_tensor_default_6" -> "117 dequantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; +"117 dequantize_per_tensor_default_6" -> "124 linear_5" [label="(1, 56, 56, 384)", style=solid]; +"118 _param_constant17_0_0" -> "124 linear_5" [label="(96,)", style=solid]; +"119 scale_updated_constant6" -> "121 mul_tensor_6" [label="(96, 1)", style=solid]; +"120 compressed_weight_updated_constant6" -> "121 mul_tensor_6" [label="(96, 384)", style=solid]; +"121 mul_tensor_6" -> "123 sub_tensor_6" [label="(96, 384)", style=solid]; +"122 zero_point_updated_constant6" -> "123 sub_tensor_6" [label="(96, 1)", style=solid]; +"123 sub_tensor_6" -> "124 linear_5" [label="(96, 384)", style=solid]; +"124 linear_5" -> "125 dropout_3" [label="(1, 56, 56, 96)", style=solid]; +"125 dropout_3" -> "128 layer_norm_2" [label="(1, 56, 56, 96)", style=solid]; +"126 _param_constant18" -> "128 layer_norm_2" [label="(96,)", style=solid]; +"127 _param_constant19" -> "128 layer_norm_2" [label="(96,)", style=solid]; +"128 layer_norm_2" -> "129 add_2" [label="(1, 56, 56, 96)", style=solid]; +"129 add_2" -> "156 pad_1" [label="(1, 56, 56, 96)", style=solid]; +"129 add_2" -> "236 add_5" [label="(1, 56, 56, 96)", style=solid]; +"130 _tensor_constant2" -> "131 _tensor_constant2_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"131 _tensor_constant2_0_0_nncf_smooth_quant_0" -> "138 linear_6" [label="(1, 15, 15, 2)", style=solid]; +"132 _param_constant21_0_0" -> "138 linear_6" [label="(512,)", style=solid]; +"133 scale_updated_constant7" -> "135 mul_tensor_7" [label="(512, 1)", style=solid]; +"134 compressed_weight_updated_constant7" -> "135 mul_tensor_7" [label="(512, 2)", style=solid]; 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view_4" -> "149 index_1" [label="(225, 3)", style=solid]; +"148 _tensor_constant3" -> "149 index_1" [label="(4096,)", style=solid]; +"149 index_1" -> "150 view_5" [label="(4096, 3)", style=solid]; +"150 view_5" -> "151 permute_5" [label="(64, 64, 3)", style=solid]; +"151 permute_5" -> "152 contiguous_1" [label="(3, 64, 64)", style=solid]; +"152 contiguous_1" -> "153 unsqueeze_1" [label="(3, 64, 64)", style=solid]; +"153 unsqueeze_1" -> "154 sigmoid_1" [label="(1, 3, 64, 64)", style=solid]; +"154 sigmoid_1" -> "155 mul_2" [label="(1, 3, 64, 64)", style=solid]; +"155 mul_2" -> "194 add_3" [label="(1, 3, 64, 64)", style=solid]; +"156 pad_1" -> "157 roll" [label="(1, 56, 56, 96)", style=solid]; +"157 roll" -> "158 view_6" [label="(1, 56, 56, 96)", style=solid]; +"158 view_6" -> "159 permute_6" [label="(1, 7, 8, 7, 8, 96)", style=solid]; +"159 permute_6" -> "160 reshape_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; +"160 reshape_4" -> "161 reshape_4_0_0_nncf_smooth_quant_0" [label="(49, 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linear_11" -> "259 dropout_7" [label="(1, 56, 56, 96)", style=solid]; +"259 dropout_7" -> "262 layer_norm_4" [label="(1, 56, 56, 96)", style=solid]; +"260 _param_constant34" -> "262 layer_norm_4" [label="(96,)", style=solid]; +"261 _param_constant35" -> "262 layer_norm_4" [label="(96,)", style=solid]; +"262 layer_norm_4" -> "263 add_6" [label="(1, 56, 56, 96)", style=solid]; +"263 add_6" -> "264 pad_2" [label="(1, 56, 56, 96)", style=solid]; +"264 pad_2" -> "265 slice_25" [label="(1, 56, 56, 96)", style=solid]; +"264 pad_2" -> "268 slice_28" [label="(1, 56, 56, 96)", style=solid]; +"264 pad_2" -> "271 slice_31" [label="(1, 56, 56, 96)", style=solid]; +"264 pad_2" -> "274 slice_34" [label="(1, 56, 56, 96)", style=solid]; +"265 slice_25" -> "266 slice_26" [label="(1, 28, 56, 96)", style=solid]; +"266 slice_26" -> "267 slice_27" [label="(1, 28, 28, 96)", style=solid]; +"267 slice_27" -> "277 cat" [label="(1, 28, 28, 96)", style=solid]; +"268 slice_28" -> "269 slice_29" [label="(1, 28, 56, 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mul_tensor_16" -> "328 sub_tensor_16" [label="(576, 192)", style=solid]; +"327 zero_point_updated_constant16" -> "328 sub_tensor_16" [label="(576, 1)", style=solid]; +"328 sub_tensor_16" -> "329 linear_15" [label="(576, 192)", style=solid]; +"329 linear_15" -> "330 reshape_10" [label="(16, 64, 576)", style=solid]; +"330 reshape_10" -> "331 permute_12" [label="(16, 64, 3, 6, 32)", style=solid]; +"331 permute_12" -> "332 select_6" [label="(3, 16, 6, 64, 32)", style=solid]; +"331 permute_12" -> "333 select_7" [label="(3, 16, 6, 64, 32)", style=solid]; +"331 permute_12" -> "334 select_8" [label="(3, 16, 6, 64, 32)", style=solid]; +"332 select_6" -> "335 linalg_vector_norm_4" [label="(16, 6, 64, 32)", style=solid]; +"332 select_6" -> "337 expand_as_4" [label="(16, 6, 64, 32)", style=solid]; +"332 select_6" -> "338 div_4" [label="(16, 6, 64, 32)", style=solid]; +"333 select_7" -> "341 linalg_vector_norm_5" [label="(16, 6, 64, 32)", style=solid]; +"333 select_7" -> "343 expand_as_5" [label="(16, 6, 64, 32)", style=solid]; +"333 select_7" -> "344 div_5" [label="(16, 6, 64, 32)", style=solid]; +"334 select_8" -> "356 matmul_5" [label="(16, 6, 64, 32)", style=solid]; +"335 linalg_vector_norm_4" -> "336 clamp_min_4" [label="(16, 6, 64, 1)", style=solid]; +"336 clamp_min_4" -> "337 expand_as_4" [label="(16, 6, 64, 1)", style=solid]; +"337 expand_as_4" -> "338 div_4" [label="(16, 6, 64, 32)", style=solid]; +"338 div_4" -> "339 quantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; +"339 quantize_per_tensor_default_15" -> "340 dequantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; +"340 dequantize_per_tensor_default_15" -> "348 matmul_4" [label="(16, 6, 64, 32)", style=solid]; +"341 linalg_vector_norm_5" -> "342 clamp_min_5" [label="(16, 6, 64, 1)", style=solid]; +"342 clamp_min_5" -> "343 expand_as_5" [label="(16, 6, 64, 1)", style=solid]; +"343 expand_as_5" -> "344 div_5" [label="(16, 6, 64, 32)", style=solid]; +"344 div_5" -> "345 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style=solid]; +"357 transpose_5" -> "358 reshape_11" [label="(16, 64, 6, 32)", style=solid]; +"358 reshape_11" -> "359 reshape_11_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; +"359 reshape_11_0_0_nncf_smooth_quant_0" -> "360 quantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; +"360 quantize_per_tensor_default_17" -> "361 dequantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; +"361 dequantize_per_tensor_default_17" -> "368 linear_16" [label="(16, 64, 192)", style=solid]; +"362 _param_constant46_0_0" -> "368 linear_16" [label="(192,)", style=solid]; +"363 scale_updated_constant17" -> "365 mul_tensor_17" [label="(192, 1)", style=solid]; +"364 compressed_weight_updated_constant17" -> "365 mul_tensor_17" [label="(192, 192)", style=solid]; +"365 mul_tensor_17" -> "367 sub_tensor_17" [label="(192, 192)", style=solid]; +"366 zero_point_updated_constant17" -> "367 sub_tensor_17" [label="(192, 1)", style=solid]; +"367 sub_tensor_17" -> "368 linear_16" [label="(192, 192)", style=solid]; +"368 linear_16" -> "369 dropout_9" [label="(16, 64, 192)", style=solid]; +"369 dropout_9" -> "370 view_14" [label="(16, 64, 192)", style=solid]; +"370 view_14" -> "371 permute_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; +"371 permute_13" -> "372 reshape_12" [label="(1, 4, 8, 4, 8, 192)", style=solid]; +"372 reshape_12" -> "373 slice_38" [label="(1, 32, 32, 192)", style=solid]; +"373 slice_38" -> "374 slice_39" [label="(1, 32, 32, 192)", style=solid]; +"374 slice_39" -> "375 slice_40" [label="(1, 28, 32, 192)", style=solid]; +"375 slice_40" -> "376 slice_41" [label="(1, 28, 28, 192)", style=solid]; +"376 slice_41" -> "377 contiguous_3" [label="(1, 28, 28, 192)", style=solid]; +"377 contiguous_3" -> "380 layer_norm_6" [label="(1, 28, 28, 192)", style=solid]; +"378 _param_constant47" -> "380 layer_norm_6" [label="(192,)", style=solid]; +"379 _param_constant48" -> "380 layer_norm_6" [label="(192,)", style=solid]; +"380 layer_norm_6" -> 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sub_tensor_18" -> "391 linear_17" [label="(768, 192)", style=solid]; +"391 linear_17" -> "392 gelu_2" [label="(1, 28, 28, 768)", style=solid]; +"392 gelu_2" -> "393 dropout_10" [label="(1, 28, 28, 768)", style=solid]; +"393 dropout_10" -> "394 dropout_10_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 768)", style=solid]; +"394 dropout_10_0_0_nncf_smooth_quant_0" -> "395 quantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; +"395 quantize_per_tensor_default_19" -> "396 dequantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; +"396 dequantize_per_tensor_default_19" -> "403 linear_18" [label="(1, 28, 28, 768)", style=solid]; +"397 _param_constant52_0_0" -> "403 linear_18" [label="(192,)", style=solid]; +"398 scale_updated_constant19" -> "400 mul_tensor_19" [label="(192, 1)", style=solid]; +"399 compressed_weight_updated_constant19" -> "400 mul_tensor_19" [label="(192, 768)", style=solid]; +"400 mul_tensor_19" -> "402 sub_tensor_19" [label="(192, 768)", style=solid]; +"401 zero_point_updated_constant19" -> "402 sub_tensor_19" [label="(192, 1)", style=solid]; +"402 sub_tensor_19" -> "403 linear_18" [label="(192, 768)", style=solid]; +"403 linear_18" -> "404 dropout_11" [label="(1, 28, 28, 192)", style=solid]; +"404 dropout_11" -> "407 layer_norm_7" [label="(1, 28, 28, 192)", style=solid]; +"405 _param_constant53" -> "407 layer_norm_7" [label="(192,)", style=solid]; +"406 _param_constant54" -> "407 layer_norm_7" [label="(192,)", style=solid]; +"407 layer_norm_7" -> "408 add_9" [label="(1, 28, 28, 192)", style=solid]; +"408 add_9" -> "435 pad_4" [label="(1, 28, 28, 192)", style=solid]; +"408 add_9" -> "518 add_12" [label="(1, 28, 28, 192)", style=solid]; +"409 _tensor_constant15" -> "410 _tensor_constant15_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"410 _tensor_constant15_0_0_nncf_smooth_quant_0" -> "417 linear_19" [label="(1, 15, 15, 2)", style=solid]; +"411 _param_constant56_0_0" -> "417 linear_19" [label="(512,)", style=solid]; +"412 scale_updated_constant20" -> "414 mul_tensor_20" [label="(512, 1)", style=solid]; +"413 compressed_weight_updated_constant20" -> "414 mul_tensor_20" [label="(512, 2)", style=solid]; +"414 mul_tensor_20" -> "416 sub_tensor_20" [label="(512, 2)", style=solid]; +"415 zero_point_updated_constant20" -> "416 sub_tensor_20" [label="(512, 1)", style=solid]; +"416 sub_tensor_20" -> "417 linear_19" [label="(512, 2)", style=solid]; +"417 linear_19" -> "418 relu__3" [label="(1, 15, 15, 512)", style=solid]; +"418 relu__3" -> "419 relu__3_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"419 relu__3_0_0_nncf_smooth_quant_0" -> "425 linear_20" [label="(1, 15, 15, 512)", style=solid]; +"420 scale_updated_constant21" -> "422 mul_tensor_21" [label="(6, 1)", style=solid]; +"421 compressed_weight_updated_constant21" -> "422 mul_tensor_21" [label="(6, 512)", style=solid]; +"422 mul_tensor_21" -> "424 sub_tensor_21" [label="(6, 512)", style=solid]; 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32, 192)", style=solid]; +"437 view_17" -> "438 permute_15" [label="(1, 4, 8, 4, 8, 192)", style=solid]; +"438 permute_15" -> "439 reshape_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; +"439 reshape_13" -> "440 reshape_13_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; +"439 reshape_13" -> "474 new_zeros_1" [label="(16, 64, 192)", style=solid]; +"440 reshape_13_0_0_nncf_smooth_quant_0" -> "441 quantize_per_tensor_default_20" [label="(16, 64, 192)", style=solid]; +"441 quantize_per_tensor_default_20" -> "442 dequantize_per_tensor_default_20" [label="(16, 64, 192)", style=solid]; +"442 dequantize_per_tensor_default_20" -> "449 linear_21" [label="(16, 64, 192)", style=solid]; +"443 _param_constant58_0_0" -> "449 linear_21" [label="(576,)", style=solid]; +"444 scale_updated_constant22" -> "446 mul_tensor_22" [label="(576, 1)", style=solid]; +"445 compressed_weight_updated_constant22" -> "446 mul_tensor_22" [label="(576, 192)", style=solid]; +"446 mul_tensor_22" -> "448 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style=solid]; +"453 select_10" -> "464 div_7" [label="(16, 6, 64, 32)", style=solid]; +"454 select_11" -> "492 matmul_7" [label="(16, 6, 64, 32)", style=solid]; +"455 linalg_vector_norm_6" -> "456 clamp_min_6" [label="(16, 6, 64, 1)", style=solid]; +"456 clamp_min_6" -> "457 expand_as_6" [label="(16, 6, 64, 1)", style=solid]; +"457 expand_as_6" -> "458 div_6" [label="(16, 6, 64, 32)", style=solid]; +"458 div_6" -> "459 quantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; +"459 quantize_per_tensor_default_21" -> "460 dequantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; +"460 dequantize_per_tensor_default_21" -> "468 matmul_6" [label="(16, 6, 64, 32)", style=solid]; +"461 linalg_vector_norm_7" -> "462 clamp_min_7" [label="(16, 6, 64, 1)", style=solid]; +"462 clamp_min_7" -> "463 expand_as_7" [label="(16, 6, 64, 1)", style=solid]; +"463 expand_as_7" -> "464 div_7" [label="(16, 6, 64, 32)", style=solid]; +"464 div_7" -> "465 quantize_per_tensor_default_22" [label="(16, 6, 64, 32)", style=solid]; +"465 quantize_per_tensor_default_22" -> "466 dequantize_per_tensor_default_22" [label="(16, 6, 64, 32)", style=solid]; +"466 dequantize_per_tensor_default_22" -> "467 transpose_6" [label="(16, 6, 64, 32)", style=solid]; +"467 transpose_6" -> "468 matmul_6" [label="(16, 6, 32, 64)", style=solid]; +"468 matmul_6" -> "472 mul_7" [label="(16, 6, 64, 64)", style=solid]; +"469 _param_constant60" -> "470 clamp_3" [label="(6, 1, 1)", style=solid]; +"470 clamp_3" -> "471 exp_3" [label="(6, 1, 1)", style=solid]; +"471 exp_3" -> "472 mul_7" [label="(6, 1, 1)", style=solid]; +"472 mul_7" -> "473 add_10" [label="(16, 6, 64, 64)", style=solid]; +"473 add_10" -> "485 view_19" [label="(16, 6, 64, 64)", style=solid]; +"474 new_zeros_1" -> "475 view_18" [label="(32, 32)", style=solid]; +"475 view_18" -> "476 permute_17" [label="(4, 8, 4, 8)", style=solid]; +"476 permute_17" -> "477 reshape_15" [label="(4, 4, 8, 8)", style=solid]; 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scale_updated_constant23" -> "501 mul_tensor_23" [label="(192, 1)", style=solid]; +"500 compressed_weight_updated_constant23" -> "501 mul_tensor_23" [label="(192, 192)", style=solid]; +"501 mul_tensor_23" -> "503 sub_tensor_23" [label="(192, 192)", style=solid]; +"502 zero_point_updated_constant23" -> "503 sub_tensor_23" [label="(192, 1)", style=solid]; +"503 sub_tensor_23" -> "504 linear_22" [label="(192, 192)", style=solid]; +"504 linear_22" -> "505 dropout_13" [label="(16, 64, 192)", style=solid]; +"505 dropout_13" -> "506 view_21" [label="(16, 64, 192)", style=solid]; +"506 view_21" -> "507 permute_18" [label="(1, 4, 4, 8, 8, 192)", style=solid]; +"507 permute_18" -> "508 reshape_17" [label="(1, 4, 8, 4, 8, 192)", style=solid]; +"508 reshape_17" -> "509 roll_3" [label="(1, 32, 32, 192)", style=solid]; +"509 roll_3" -> "510 slice_61" [label="(1, 32, 32, 192)", style=solid]; +"510 slice_61" -> "511 slice_62" [label="(1, 32, 32, 192)", style=solid]; +"511 slice_62" -> "512 slice_63" [label="(1, 28, 32, 192)", style=solid]; +"512 slice_63" -> "513 slice_64" [label="(1, 28, 28, 192)", style=solid]; +"513 slice_64" -> "514 contiguous_5" [label="(1, 28, 28, 192)", style=solid]; +"514 contiguous_5" -> "517 layer_norm_8" [label="(1, 28, 28, 192)", style=solid]; +"515 _param_constant63" -> "517 layer_norm_8" [label="(192,)", style=solid]; +"516 _param_constant64" -> "517 layer_norm_8" [label="(192,)", style=solid]; +"517 layer_norm_8" -> "518 add_12" [label="(1, 28, 28, 192)", style=solid]; +"518 add_12" -> "519 add_12_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 192)", style=solid]; +"518 add_12" -> "545 add_13" [label="(1, 28, 28, 192)", style=solid]; +"519 add_12_0_0_nncf_smooth_quant_0" -> "520 quantize_per_tensor_default_24" [label="(1, 28, 28, 192)", style=solid]; +"520 quantize_per_tensor_default_24" -> "521 dequantize_per_tensor_default_24" [label="(1, 28, 28, 192)", style=solid]; +"521 dequantize_per_tensor_default_24" -> "528 linear_23" [label="(1, 28, 28, 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dequantize_per_tensor_default_35" -> "749 transpose_10" [label="(4, 12, 64, 32)", style=solid]; +"749 transpose_10" -> "750 matmul_10" [label="(4, 12, 32, 64)", style=solid]; +"750 matmul_10" -> "754 mul_11" [label="(4, 12, 64, 64)", style=solid]; +"751 _param_constant95" -> "752 clamp_5" [label="(12, 1, 1)", style=solid]; +"752 clamp_5" -> "753 exp_5" [label="(12, 1, 1)", style=solid]; +"753 exp_5" -> "754 mul_11" [label="(12, 1, 1)", style=solid]; +"754 mul_11" -> "755 add_17" [label="(4, 12, 64, 64)", style=solid]; +"755 add_17" -> "767 view_30" [label="(4, 12, 64, 64)", style=solid]; +"756 new_zeros_2" -> "757 view_29" [label="(16, 16)", style=solid]; +"757 view_29" -> "758 permute_26" [label="(2, 8, 2, 8)", style=solid]; +"758 permute_26" -> "759 reshape_24" [label="(2, 2, 8, 8)", style=solid]; +"759 reshape_24" -> "760 unsqueeze_14" [label="(4, 64)", style=solid]; +"759 reshape_24" -> "761 unsqueeze_15" [label="(4, 64)", style=solid]; +"760 unsqueeze_14" -> "762 sub_2" [label="(4, 1, 64)", style=solid]; +"761 unsqueeze_15" -> "762 sub_2" [label="(4, 64, 1)", style=solid]; +"762 sub_2" -> "763 ne_2" [label="(4, 64, 64)", style=solid]; +"762 sub_2" -> "764 masked_fill_4" [label="(4, 64, 64)", style=solid]; +"762 sub_2" -> "765 eq_2" [label="(4, 64, 64)", style=solid]; +"763 ne_2" -> "764 masked_fill_4" [label="(4, 64, 64)", style=solid]; +"764 masked_fill_4" -> "766 masked_fill_5" [label="(4, 64, 64)", style=solid]; +"765 eq_2" -> "766 masked_fill_5" [label="(4, 64, 64)", style=solid]; +"766 masked_fill_5" -> "768 unsqueeze_16" [label="(4, 64, 64)", style=solid]; +"767 view_30" -> "770 add_18" [label="(1, 4, 12, 64, 64)", style=solid]; +"768 unsqueeze_16" -> "769 unsqueeze_17" [label="(4, 1, 64, 64)", style=solid]; +"769 unsqueeze_17" -> "770 add_18" [label="(1, 4, 1, 64, 64)", style=solid]; +"770 add_18" -> "771 view_31" [label="(1, 4, 12, 64, 64)", style=solid]; +"771 view_31" -> "772 softmax_5" [label="(4, 12, 64, 64)", style=solid]; +"772 softmax_5" -> "773 dropout_20" [label="(4, 12, 64, 64)", style=solid]; +"773 dropout_20" -> "774 matmul_11" [label="(4, 12, 64, 64)", style=solid]; +"774 matmul_11" -> "775 transpose_11" [label="(4, 12, 64, 32)", style=solid]; +"775 transpose_11" -> "776 reshape_25" [label="(4, 64, 12, 32)", style=solid]; +"776 reshape_25" -> "777 reshape_25_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"777 reshape_25_0_0_nncf_smooth_quant_0" -> "778 quantize_per_tensor_default_36" [label="(4, 64, 384)", style=solid]; +"778 quantize_per_tensor_default_36" -> "779 dequantize_per_tensor_default_36" [label="(4, 64, 384)", style=solid]; +"779 dequantize_per_tensor_default_36" -> "786 linear_35" [label="(4, 64, 384)", style=solid]; +"780 _param_constant97_0_0" -> "786 linear_35" [label="(384,)", style=solid]; +"781 scale_updated_constant36" -> "783 mul_tensor_36" [label="(384, 1)", style=solid]; +"782 compressed_weight_updated_constant36" -> "783 mul_tensor_36" [label="(384, 384)", style=solid]; +"783 mul_tensor_36" -> "785 sub_tensor_36" [label="(384, 384)", style=solid]; +"784 zero_point_updated_constant36" -> "785 sub_tensor_36" [label="(384, 1)", style=solid]; +"785 sub_tensor_36" -> "786 linear_35" [label="(384, 384)", style=solid]; +"786 linear_35" -> "787 dropout_21" [label="(4, 64, 384)", style=solid]; +"787 dropout_21" -> "788 view_32" [label="(4, 64, 384)", style=solid]; +"788 view_32" -> "789 permute_27" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"789 permute_27" -> "790 reshape_26" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"790 reshape_26" -> "791 roll_5" [label="(1, 16, 16, 384)", style=solid]; +"791 roll_5" -> "792 slice_101" [label="(1, 16, 16, 384)", style=solid]; +"792 slice_101" -> "793 slice_102" [label="(1, 16, 16, 384)", style=solid]; +"793 slice_102" -> "794 slice_103" [label="(1, 14, 16, 384)", style=solid]; +"794 slice_103" -> "795 slice_104" [label="(1, 14, 14, 384)", style=solid]; +"795 slice_104" -> "796 contiguous_9" [label="(1, 14, 14, 384)", style=solid]; +"796 contiguous_9" -> "799 layer_norm_13" [label="(1, 14, 14, 384)", style=solid]; +"797 _param_constant98" -> "799 layer_norm_13" [label="(384,)", style=solid]; +"798 _param_constant99" -> "799 layer_norm_13" [label="(384,)", style=solid]; +"799 layer_norm_13" -> "800 add_19" [label="(1, 14, 14, 384)", style=solid]; +"800 add_19" -> "801 add_19_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"800 add_19" -> "827 add_20" [label="(1, 14, 14, 384)", style=solid]; +"801 add_19_0_0_nncf_smooth_quant_0" -> "802 quantize_per_tensor_default_37" [label="(1, 14, 14, 384)", style=solid]; +"802 quantize_per_tensor_default_37" -> "803 dequantize_per_tensor_default_37" [label="(1, 14, 14, 384)", style=solid]; +"803 dequantize_per_tensor_default_37" -> "810 linear_36" [label="(1, 14, 14, 384)", style=solid]; +"804 _param_constant101_0_0" -> "810 linear_36" [label="(1536,)", style=solid]; +"805 scale_updated_constant37" -> "807 mul_tensor_37" [label="(1536, 1)", style=solid]; +"806 compressed_weight_updated_constant37" -> "807 mul_tensor_37" [label="(1536, 384)", style=solid]; +"807 mul_tensor_37" -> "809 sub_tensor_37" [label="(1536, 384)", style=solid]; +"808 zero_point_updated_constant37" -> "809 sub_tensor_37" [label="(1536, 1)", style=solid]; +"809 sub_tensor_37" -> "810 linear_36" [label="(1536, 384)", style=solid]; +"810 linear_36" -> "811 gelu_5" [label="(1, 14, 14, 1536)", style=solid]; +"811 gelu_5" -> "812 dropout_22" [label="(1, 14, 14, 1536)", style=solid]; +"812 dropout_22" -> "813 dropout_22_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"813 dropout_22_0_0_nncf_smooth_quant_0" -> "814 quantize_per_tensor_default_38" [label="(1, 14, 14, 1536)", style=solid]; +"814 quantize_per_tensor_default_38" -> "815 dequantize_per_tensor_default_38" [label="(1, 14, 14, 1536)", style=solid]; +"815 dequantize_per_tensor_default_38" -> "822 linear_37" [label="(1, 14, 14, 1536)", style=solid]; +"816 _param_constant103_0_0" -> "822 linear_37" [label="(384,)", style=solid]; +"817 scale_updated_constant38" -> "819 mul_tensor_38" [label="(384, 1)", style=solid]; +"818 compressed_weight_updated_constant38" -> "819 mul_tensor_38" [label="(384, 1536)", style=solid]; +"819 mul_tensor_38" -> "821 sub_tensor_38" [label="(384, 1536)", style=solid]; +"820 zero_point_updated_constant38" -> "821 sub_tensor_38" [label="(384, 1)", style=solid]; +"821 sub_tensor_38" -> "822 linear_37" [label="(384, 1536)", style=solid]; +"822 linear_37" -> "823 dropout_23" [label="(1, 14, 14, 384)", style=solid]; +"823 dropout_23" -> "826 layer_norm_14" [label="(1, 14, 14, 384)", style=solid]; +"824 _param_constant104" -> "826 layer_norm_14" [label="(384,)", style=solid]; +"825 _param_constant105" -> "826 layer_norm_14" [label="(384,)", style=solid]; +"826 layer_norm_14" -> "827 add_20" [label="(1, 14, 14, 384)", style=solid]; +"827 add_20" -> "854 pad_8" [label="(1, 14, 14, 384)", style=solid]; +"827 add_20" -> "919 add_22" [label="(1, 14, 14, 384)", style=solid]; +"828 _tensor_constant39" -> "829 _tensor_constant39_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"829 _tensor_constant39_0_0_nncf_smooth_quant_0" -> "836 linear_38" [label="(1, 15, 15, 2)", style=solid]; +"830 _param_constant107_0_0" -> "836 linear_38" [label="(512,)", style=solid]; +"831 scale_updated_constant39" -> "833 mul_tensor_39" [label="(512, 1)", style=solid]; +"832 compressed_weight_updated_constant39" -> "833 mul_tensor_39" [label="(512, 2)", style=solid]; +"833 mul_tensor_39" -> "835 sub_tensor_39" [label="(512, 2)", style=solid]; +"834 zero_point_updated_constant39" -> "835 sub_tensor_39" [label="(512, 1)", style=solid]; +"835 sub_tensor_39" -> "836 linear_38" [label="(512, 2)", style=solid]; +"836 linear_38" -> "837 relu__6" [label="(1, 15, 15, 512)", style=solid]; +"837 relu__6" -> "838 relu__6_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"838 relu__6_0_0_nncf_smooth_quant_0" -> "844 linear_39" [label="(1, 15, 15, 512)", style=solid]; +"839 scale_updated_constant40" -> "841 mul_tensor_40" [label="(12, 1)", style=solid]; +"840 compressed_weight_updated_constant40" -> "841 mul_tensor_40" [label="(12, 512)", style=solid]; +"841 mul_tensor_40" -> "843 sub_tensor_40" [label="(12, 512)", style=solid]; +"842 zero_point_updated_constant40" -> "843 sub_tensor_40" [label="(12, 1)", style=solid]; +"843 sub_tensor_40" -> "844 linear_39" [label="(12, 512)", style=solid]; +"844 linear_39" -> "845 view_33" [label="(1, 15, 15, 12)", style=solid]; +"845 view_33" -> "847 index_6" [label="(225, 12)", style=solid]; +"846 _tensor_constant40" -> "847 index_6" [label="(4096,)", style=solid]; +"847 index_6" -> "848 view_34" [label="(4096, 12)", style=solid]; +"848 view_34" -> "849 permute_28" [label="(64, 64, 12)", style=solid]; +"849 permute_28" -> "850 contiguous_10" [label="(12, 64, 64)", style=solid]; +"850 contiguous_10" -> "851 unsqueeze_18" [label="(12, 64, 64)", style=solid]; +"851 unsqueeze_18" -> "852 sigmoid_6" [label="(1, 12, 64, 64)", style=solid]; +"852 sigmoid_6" -> "853 mul_12" [label="(1, 12, 64, 64)", style=solid]; +"853 mul_12" -> "891 add_21" [label="(1, 12, 64, 64)", style=solid]; +"854 pad_8" -> "855 view_35" [label="(1, 16, 16, 384)", style=solid]; +"855 view_35" -> "856 permute_29" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"856 permute_29" -> "857 reshape_27" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"857 reshape_27" -> "858 reshape_27_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"858 reshape_27_0_0_nncf_smooth_quant_0" -> "859 quantize_per_tensor_default_39" [label="(4, 64, 384)", style=solid]; +"859 quantize_per_tensor_default_39" -> "860 dequantize_per_tensor_default_39" [label="(4, 64, 384)", style=solid]; +"860 dequantize_per_tensor_default_39" -> "867 linear_40" [label="(4, 64, 384)", style=solid]; +"861 _param_constant109_0_0" -> "867 linear_40" [label="(1152,)", style=solid]; +"862 scale_updated_constant41" -> "864 mul_tensor_41" [label="(1152, 1)", style=solid]; +"863 compressed_weight_updated_constant41" -> "864 mul_tensor_41" [label="(1152, 384)", style=solid]; +"864 mul_tensor_41" -> "866 sub_tensor_41" [label="(1152, 384)", style=solid]; +"865 zero_point_updated_constant41" -> "866 sub_tensor_41" [label="(1152, 1)", style=solid]; +"866 sub_tensor_41" -> "867 linear_40" [label="(1152, 384)", style=solid]; +"867 linear_40" -> "868 reshape_28" [label="(4, 64, 1152)", style=solid]; +"868 reshape_28" -> "869 permute_30" [label="(4, 64, 3, 12, 32)", style=solid]; +"869 permute_30" -> "870 select_18" [label="(3, 4, 12, 64, 32)", style=solid]; +"869 permute_30" -> "871 select_19" [label="(3, 4, 12, 64, 32)", style=solid]; +"869 permute_30" -> "872 select_20" [label="(3, 4, 12, 64, 32)", style=solid]; +"870 select_18" -> "873 linalg_vector_norm_12" [label="(4, 12, 64, 32)", style=solid]; +"870 select_18" -> "875 expand_as_12" [label="(4, 12, 64, 32)", style=solid]; +"870 select_18" -> "876 div_12" [label="(4, 12, 64, 32)", style=solid]; +"871 select_19" -> "879 linalg_vector_norm_13" [label="(4, 12, 64, 32)", style=solid]; +"871 select_19" -> "881 expand_as_13" [label="(4, 12, 64, 32)", style=solid]; +"871 select_19" -> "882 div_13" [label="(4, 12, 64, 32)", style=solid]; +"872 select_20" -> "894 matmul_13" [label="(4, 12, 64, 32)", style=solid]; +"873 linalg_vector_norm_12" -> "874 clamp_min_12" [label="(4, 12, 64, 1)", style=solid]; +"874 clamp_min_12" -> "875 expand_as_12" [label="(4, 12, 64, 1)", style=solid]; +"875 expand_as_12" -> "876 div_12" [label="(4, 12, 64, 32)", style=solid]; +"876 div_12" -> "877 quantize_per_tensor_default_40" [label="(4, 12, 64, 32)", style=solid]; +"877 quantize_per_tensor_default_40" -> "878 dequantize_per_tensor_default_40" [label="(4, 12, 64, 32)", style=solid]; +"878 dequantize_per_tensor_default_40" -> "886 matmul_12" [label="(4, 12, 64, 32)", style=solid]; +"879 linalg_vector_norm_13" -> "880 clamp_min_13" [label="(4, 12, 64, 1)", style=solid]; +"880 clamp_min_13" -> "881 expand_as_13" [label="(4, 12, 64, 1)", style=solid]; +"881 expand_as_13" -> "882 div_13" [label="(4, 12, 64, 32)", style=solid]; +"882 div_13" -> "883 quantize_per_tensor_default_41" [label="(4, 12, 64, 32)", style=solid]; +"883 quantize_per_tensor_default_41" -> "884 dequantize_per_tensor_default_41" [label="(4, 12, 64, 32)", style=solid]; +"884 dequantize_per_tensor_default_41" -> "885 transpose_12" [label="(4, 12, 64, 32)", style=solid]; +"885 transpose_12" -> "886 matmul_12" [label="(4, 12, 32, 64)", style=solid]; +"886 matmul_12" -> "890 mul_13" [label="(4, 12, 64, 64)", style=solid]; +"887 _param_constant111" -> "888 clamp_6" [label="(12, 1, 1)", style=solid]; +"888 clamp_6" -> "889 exp_6" [label="(12, 1, 1)", style=solid]; +"889 exp_6" -> "890 mul_13" [label="(12, 1, 1)", style=solid]; +"890 mul_13" -> "891 add_21" [label="(4, 12, 64, 64)", style=solid]; +"891 add_21" -> "892 softmax_6" [label="(4, 12, 64, 64)", style=solid]; +"892 softmax_6" -> "893 dropout_24" [label="(4, 12, 64, 64)", style=solid]; +"893 dropout_24" -> "894 matmul_13" [label="(4, 12, 64, 64)", style=solid]; +"894 matmul_13" -> "895 transpose_13" [label="(4, 12, 64, 32)", style=solid]; +"895 transpose_13" -> "896 reshape_29" [label="(4, 64, 12, 32)", style=solid]; +"896 reshape_29" -> "897 reshape_29_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"897 reshape_29_0_0_nncf_smooth_quant_0" -> "898 quantize_per_tensor_default_42" [label="(4, 64, 384)", style=solid]; +"898 quantize_per_tensor_default_42" -> "899 dequantize_per_tensor_default_42" [label="(4, 64, 384)", style=solid]; +"899 dequantize_per_tensor_default_42" -> "906 linear_41" [label="(4, 64, 384)", style=solid]; +"900 _param_constant113_0_0" -> "906 linear_41" [label="(384,)", style=solid]; +"901 scale_updated_constant42" -> "903 mul_tensor_42" [label="(384, 1)", style=solid]; +"902 compressed_weight_updated_constant42" -> "903 mul_tensor_42" [label="(384, 384)", style=solid]; +"903 mul_tensor_42" -> "905 sub_tensor_42" [label="(384, 384)", style=solid]; +"904 zero_point_updated_constant42" -> "905 sub_tensor_42" [label="(384, 1)", style=solid]; +"905 sub_tensor_42" -> "906 linear_41" [label="(384, 384)", style=solid]; +"906 linear_41" -> "907 dropout_25" [label="(4, 64, 384)", style=solid]; +"907 dropout_25" -> "908 view_36" [label="(4, 64, 384)", style=solid]; +"908 view_36" -> "909 permute_31" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"909 permute_31" -> "910 reshape_30" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"910 reshape_30" -> "911 slice_106" [label="(1, 16, 16, 384)", style=solid]; +"911 slice_106" -> "912 slice_107" [label="(1, 16, 16, 384)", style=solid]; +"912 slice_107" -> "913 slice_108" [label="(1, 14, 16, 384)", style=solid]; +"913 slice_108" -> "914 slice_109" [label="(1, 14, 14, 384)", style=solid]; +"914 slice_109" -> "915 contiguous_11" [label="(1, 14, 14, 384)", style=solid]; +"915 contiguous_11" -> "918 layer_norm_15" [label="(1, 14, 14, 384)", style=solid]; +"916 _param_constant114" -> "918 layer_norm_15" [label="(384,)", style=solid]; +"917 _param_constant115" -> "918 layer_norm_15" [label="(384,)", style=solid]; +"918 layer_norm_15" -> "919 add_22" [label="(1, 14, 14, 384)", style=solid]; +"919 add_22" -> "920 add_22_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"919 add_22" -> "946 add_23" [label="(1, 14, 14, 384)", style=solid]; +"920 add_22_0_0_nncf_smooth_quant_0" -> "921 quantize_per_tensor_default_43" [label="(1, 14, 14, 384)", style=solid]; +"921 quantize_per_tensor_default_43" -> "922 dequantize_per_tensor_default_43" [label="(1, 14, 14, 384)", style=solid]; +"922 dequantize_per_tensor_default_43" -> "929 linear_42" [label="(1, 14, 14, 384)", style=solid]; +"923 _param_constant117_0_0" -> "929 linear_42" [label="(1536,)", style=solid]; +"924 scale_updated_constant43" -> "926 mul_tensor_43" [label="(1536, 1)", style=solid]; +"925 compressed_weight_updated_constant43" -> "926 mul_tensor_43" [label="(1536, 384)", style=solid]; +"926 mul_tensor_43" -> "928 sub_tensor_43" [label="(1536, 384)", style=solid]; +"927 zero_point_updated_constant43" -> "928 sub_tensor_43" [label="(1536, 1)", style=solid]; +"928 sub_tensor_43" -> "929 linear_42" [label="(1536, 384)", style=solid]; +"929 linear_42" -> "930 gelu_6" [label="(1, 14, 14, 1536)", style=solid]; +"930 gelu_6" -> "931 dropout_26" [label="(1, 14, 14, 1536)", style=solid]; +"931 dropout_26" -> "932 dropout_26_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"932 dropout_26_0_0_nncf_smooth_quant_0" -> "933 quantize_per_tensor_default_44" [label="(1, 14, 14, 1536)", style=solid]; +"933 quantize_per_tensor_default_44" -> "934 dequantize_per_tensor_default_44" [label="(1, 14, 14, 1536)", style=solid]; +"934 dequantize_per_tensor_default_44" -> "941 linear_43" [label="(1, 14, 14, 1536)", style=solid]; +"935 _param_constant119_0_0" -> "941 linear_43" [label="(384,)", style=solid]; +"936 scale_updated_constant44" -> "938 mul_tensor_44" [label="(384, 1)", style=solid]; +"937 compressed_weight_updated_constant44" -> "938 mul_tensor_44" [label="(384, 1536)", style=solid]; +"938 mul_tensor_44" -> "940 sub_tensor_44" [label="(384, 1536)", style=solid]; +"939 zero_point_updated_constant44" -> "940 sub_tensor_44" [label="(384, 1)", style=solid]; +"940 sub_tensor_44" -> "941 linear_43" [label="(384, 1536)", style=solid]; +"941 linear_43" -> "942 dropout_27" [label="(1, 14, 14, 384)", style=solid]; +"942 dropout_27" -> "945 layer_norm_16" [label="(1, 14, 14, 384)", style=solid]; +"943 _param_constant120" -> "945 layer_norm_16" [label="(384,)", style=solid]; +"944 _param_constant121" -> "945 layer_norm_16" [label="(384,)", style=solid]; +"945 layer_norm_16" -> "946 add_23" [label="(1, 14, 14, 384)", style=solid]; +"946 add_23" -> "973 pad_9" [label="(1, 14, 14, 384)", style=solid]; +"946 add_23" -> "1056 add_26" [label="(1, 14, 14, 384)", style=solid]; +"947 _tensor_constant41" -> "948 _tensor_constant41_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"948 _tensor_constant41_0_0_nncf_smooth_quant_0" -> "955 linear_44" [label="(1, 15, 15, 2)", style=solid]; +"949 _param_constant123_0_0" -> "955 linear_44" [label="(512,)", style=solid]; +"950 scale_updated_constant45" -> "952 mul_tensor_45" [label="(512, 1)", style=solid]; +"951 compressed_weight_updated_constant45" -> "952 mul_tensor_45" [label="(512, 2)", style=solid]; +"952 mul_tensor_45" -> "954 sub_tensor_45" [label="(512, 2)", style=solid]; +"953 zero_point_updated_constant45" -> "954 sub_tensor_45" [label="(512, 1)", style=solid]; +"954 sub_tensor_45" -> "955 linear_44" [label="(512, 2)", style=solid]; +"955 linear_44" -> "956 relu__7" [label="(1, 15, 15, 512)", style=solid]; +"956 relu__7" -> "957 relu__7_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"957 relu__7_0_0_nncf_smooth_quant_0" -> "963 linear_45" [label="(1, 15, 15, 512)", style=solid]; +"958 scale_updated_constant46" -> "960 mul_tensor_46" [label="(12, 1)", style=solid]; +"959 compressed_weight_updated_constant46" -> "960 mul_tensor_46" [label="(12, 512)", style=solid]; +"960 mul_tensor_46" -> "962 sub_tensor_46" [label="(12, 512)", style=solid]; +"961 zero_point_updated_constant46" -> "962 sub_tensor_46" [label="(12, 1)", style=solid]; +"962 sub_tensor_46" -> "963 linear_45" [label="(12, 512)", style=solid]; +"963 linear_45" -> "964 view_37" [label="(1, 15, 15, 12)", style=solid]; +"964 view_37" -> "966 index_7" [label="(225, 12)", style=solid]; +"965 _tensor_constant42" -> "966 index_7" [label="(4096,)", style=solid]; +"966 index_7" -> "967 view_38" [label="(4096, 12)", style=solid]; +"967 view_38" -> "968 permute_32" [label="(64, 64, 12)", style=solid]; +"968 permute_32" -> "969 contiguous_12" [label="(12, 64, 64)", style=solid]; +"969 contiguous_12" -> "970 unsqueeze_19" [label="(12, 64, 64)", style=solid]; +"970 unsqueeze_19" -> "971 sigmoid_7" [label="(1, 12, 64, 64)", style=solid]; +"971 sigmoid_7" -> "972 mul_14" [label="(1, 12, 64, 64)", style=solid]; +"972 mul_14" -> "1011 add_24" [label="(1, 12, 64, 64)", style=solid]; +"973 pad_9" -> "974 roll_6" [label="(1, 16, 16, 384)", style=solid]; +"974 roll_6" -> "975 view_39" [label="(1, 16, 16, 384)", style=solid]; +"975 view_39" -> "976 permute_33" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"976 permute_33" -> "977 reshape_31" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"977 reshape_31" -> "978 reshape_31_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"977 reshape_31" -> "1012 new_zeros_3" [label="(4, 64, 384)", style=solid]; +"978 reshape_31_0_0_nncf_smooth_quant_0" -> "979 quantize_per_tensor_default_45" [label="(4, 64, 384)", style=solid]; +"979 quantize_per_tensor_default_45" -> "980 dequantize_per_tensor_default_45" [label="(4, 64, 384)", style=solid]; +"980 dequantize_per_tensor_default_45" -> "987 linear_46" [label="(4, 64, 384)", style=solid]; +"981 _param_constant125_0_0" -> "987 linear_46" [label="(1152,)", style=solid]; +"982 scale_updated_constant47" -> "984 mul_tensor_47" [label="(1152, 1)", style=solid]; +"983 compressed_weight_updated_constant47" -> "984 mul_tensor_47" [label="(1152, 384)", style=solid]; +"984 mul_tensor_47" -> "986 sub_tensor_47" [label="(1152, 384)", style=solid]; +"985 zero_point_updated_constant47" -> "986 sub_tensor_47" [label="(1152, 1)", style=solid]; +"986 sub_tensor_47" -> "987 linear_46" [label="(1152, 384)", style=solid]; +"987 linear_46" -> "988 reshape_32" [label="(4, 64, 1152)", style=solid]; +"988 reshape_32" -> "989 permute_34" [label="(4, 64, 3, 12, 32)", style=solid]; +"989 permute_34" -> "990 select_21" [label="(3, 4, 12, 64, 32)", style=solid]; +"989 permute_34" -> "991 select_22" [label="(3, 4, 12, 64, 32)", style=solid]; +"989 permute_34" -> "992 select_23" [label="(3, 4, 12, 64, 32)", style=solid]; +"990 select_21" -> "993 linalg_vector_norm_14" [label="(4, 12, 64, 32)", style=solid]; +"990 select_21" -> "995 expand_as_14" [label="(4, 12, 64, 32)", style=solid]; +"990 select_21" -> "996 div_14" [label="(4, 12, 64, 32)", style=solid]; +"991 select_22" -> "999 linalg_vector_norm_15" [label="(4, 12, 64, 32)", style=solid]; +"991 select_22" -> "1001 expand_as_15" [label="(4, 12, 64, 32)", style=solid]; +"991 select_22" -> "1002 div_15" [label="(4, 12, 64, 32)", style=solid]; +"992 select_23" -> "1030 matmul_15" [label="(4, 12, 64, 32)", style=solid]; +"993 linalg_vector_norm_14" -> "994 clamp_min_14" [label="(4, 12, 64, 1)", style=solid]; +"994 clamp_min_14" -> "995 expand_as_14" [label="(4, 12, 64, 1)", style=solid]; +"995 expand_as_14" -> "996 div_14" [label="(4, 12, 64, 32)", style=solid]; +"996 div_14" -> "997 quantize_per_tensor_default_46" [label="(4, 12, 64, 32)", style=solid]; +"997 quantize_per_tensor_default_46" -> "998 dequantize_per_tensor_default_46" [label="(4, 12, 64, 32)", style=solid]; +"998 dequantize_per_tensor_default_46" -> "1006 matmul_14" [label="(4, 12, 64, 32)", style=solid]; +"999 linalg_vector_norm_15" -> "1000 clamp_min_15" [label="(4, 12, 64, 1)", style=solid]; +"1000 clamp_min_15" -> "1001 expand_as_15" [label="(4, 12, 64, 1)", style=solid]; +"1001 expand_as_15" -> "1002 div_15" [label="(4, 12, 64, 32)", style=solid]; +"1002 div_15" -> "1003 quantize_per_tensor_default_47" [label="(4, 12, 64, 32)", style=solid]; +"1003 quantize_per_tensor_default_47" -> "1004 dequantize_per_tensor_default_47" [label="(4, 12, 64, 32)", style=solid]; +"1004 dequantize_per_tensor_default_47" -> "1005 transpose_14" [label="(4, 12, 64, 32)", style=solid]; +"1005 transpose_14" -> "1006 matmul_14" [label="(4, 12, 32, 64)", style=solid]; +"1006 matmul_14" -> "1010 mul_15" [label="(4, 12, 64, 64)", style=solid]; +"1007 _param_constant127" -> "1008 clamp_7" [label="(12, 1, 1)", style=solid]; +"1008 clamp_7" -> "1009 exp_7" [label="(12, 1, 1)", style=solid]; +"1009 exp_7" -> "1010 mul_15" [label="(12, 1, 1)", style=solid]; +"1010 mul_15" -> "1011 add_24" [label="(4, 12, 64, 64)", style=solid]; +"1011 add_24" -> "1023 view_41" [label="(4, 12, 64, 64)", style=solid]; +"1012 new_zeros_3" -> "1013 view_40" [label="(16, 16)", style=solid]; +"1013 view_40" -> "1014 permute_35" [label="(2, 8, 2, 8)", style=solid]; +"1014 permute_35" -> "1015 reshape_33" [label="(2, 2, 8, 8)", style=solid]; +"1015 reshape_33" -> "1016 unsqueeze_20" [label="(4, 64)", style=solid]; +"1015 reshape_33" -> "1017 unsqueeze_21" [label="(4, 64)", style=solid]; +"1016 unsqueeze_20" -> "1018 sub_3" [label="(4, 1, 64)", style=solid]; +"1017 unsqueeze_21" -> "1018 sub_3" [label="(4, 64, 1)", style=solid]; +"1018 sub_3" -> "1019 ne_3" [label="(4, 64, 64)", style=solid]; +"1018 sub_3" -> "1020 masked_fill_6" [label="(4, 64, 64)", style=solid]; +"1018 sub_3" -> "1021 eq_3" [label="(4, 64, 64)", style=solid]; +"1019 ne_3" -> "1020 masked_fill_6" [label="(4, 64, 64)", style=solid]; +"1020 masked_fill_6" -> "1022 masked_fill_7" [label="(4, 64, 64)", style=solid]; +"1021 eq_3" -> "1022 masked_fill_7" [label="(4, 64, 64)", style=solid]; +"1022 masked_fill_7" -> "1024 unsqueeze_22" [label="(4, 64, 64)", style=solid]; +"1023 view_41" -> "1026 add_25" [label="(1, 4, 12, 64, 64)", style=solid]; +"1024 unsqueeze_22" -> "1025 unsqueeze_23" [label="(4, 1, 64, 64)", style=solid]; +"1025 unsqueeze_23" -> "1026 add_25" [label="(1, 4, 1, 64, 64)", style=solid]; +"1026 add_25" -> "1027 view_42" [label="(1, 4, 12, 64, 64)", style=solid]; +"1027 view_42" -> "1028 softmax_7" [label="(4, 12, 64, 64)", style=solid]; +"1028 softmax_7" -> "1029 dropout_28" [label="(4, 12, 64, 64)", style=solid]; +"1029 dropout_28" -> "1030 matmul_15" [label="(4, 12, 64, 64)", style=solid]; +"1030 matmul_15" -> "1031 transpose_15" [label="(4, 12, 64, 32)", style=solid]; +"1031 transpose_15" -> "1032 reshape_34" [label="(4, 64, 12, 32)", style=solid]; +"1032 reshape_34" -> "1033 reshape_34_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1033 reshape_34_0_0_nncf_smooth_quant_0" -> "1034 quantize_per_tensor_default_48" [label="(4, 64, 384)", style=solid]; +"1034 quantize_per_tensor_default_48" -> "1035 dequantize_per_tensor_default_48" [label="(4, 64, 384)", style=solid]; +"1035 dequantize_per_tensor_default_48" -> "1042 linear_47" [label="(4, 64, 384)", style=solid]; +"1036 _param_constant129_0_0" -> "1042 linear_47" [label="(384,)", style=solid]; +"1037 scale_updated_constant48" -> "1039 mul_tensor_48" [label="(384, 1)", style=solid]; +"1038 compressed_weight_updated_constant48" -> "1039 mul_tensor_48" [label="(384, 384)", style=solid]; +"1039 mul_tensor_48" -> "1041 sub_tensor_48" [label="(384, 384)", style=solid]; +"1040 zero_point_updated_constant48" -> "1041 sub_tensor_48" [label="(384, 1)", style=solid]; +"1041 sub_tensor_48" -> "1042 linear_47" [label="(384, 384)", style=solid]; +"1042 linear_47" -> "1043 dropout_29" [label="(4, 64, 384)", style=solid]; +"1043 dropout_29" -> "1044 view_43" [label="(4, 64, 384)", style=solid]; +"1044 view_43" -> "1045 permute_36" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1045 permute_36" -> "1046 reshape_35" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1046 reshape_35" -> "1047 roll_7" [label="(1, 16, 16, 384)", style=solid]; +"1047 roll_7" -> "1048 slice_129" [label="(1, 16, 16, 384)", style=solid]; +"1048 slice_129" -> "1049 slice_130" [label="(1, 16, 16, 384)", style=solid]; +"1049 slice_130" -> "1050 slice_131" [label="(1, 14, 16, 384)", style=solid]; +"1050 slice_131" -> "1051 slice_132" [label="(1, 14, 14, 384)", style=solid]; +"1051 slice_132" -> "1052 contiguous_13" [label="(1, 14, 14, 384)", style=solid]; +"1052 contiguous_13" -> "1055 layer_norm_17" [label="(1, 14, 14, 384)", style=solid]; +"1053 _param_constant130" -> "1055 layer_norm_17" [label="(384,)", style=solid]; +"1054 _param_constant131" -> "1055 layer_norm_17" [label="(384,)", style=solid]; +"1055 layer_norm_17" -> "1056 add_26" [label="(1, 14, 14, 384)", style=solid]; +"1056 add_26" -> "1057 add_26_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"1056 add_26" -> "1083 add_27" [label="(1, 14, 14, 384)", style=solid]; +"1057 add_26_0_0_nncf_smooth_quant_0" -> "1058 quantize_per_tensor_default_49" [label="(1, 14, 14, 384)", style=solid]; +"1058 quantize_per_tensor_default_49" -> "1059 dequantize_per_tensor_default_49" [label="(1, 14, 14, 384)", style=solid]; +"1059 dequantize_per_tensor_default_49" -> "1066 linear_48" [label="(1, 14, 14, 384)", style=solid]; +"1060 _param_constant133_0_0" -> "1066 linear_48" [label="(1536,)", style=solid]; +"1061 scale_updated_constant49" -> "1063 mul_tensor_49" [label="(1536, 1)", style=solid]; +"1062 compressed_weight_updated_constant49" -> "1063 mul_tensor_49" [label="(1536, 384)", style=solid]; +"1063 mul_tensor_49" -> "1065 sub_tensor_49" [label="(1536, 384)", style=solid]; +"1064 zero_point_updated_constant49" -> "1065 sub_tensor_49" [label="(1536, 1)", style=solid]; +"1065 sub_tensor_49" -> "1066 linear_48" [label="(1536, 384)", style=solid]; +"1066 linear_48" -> "1067 gelu_7" [label="(1, 14, 14, 1536)", style=solid]; +"1067 gelu_7" -> "1068 dropout_30" [label="(1, 14, 14, 1536)", style=solid]; +"1068 dropout_30" -> "1069 dropout_30_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1069 dropout_30_0_0_nncf_smooth_quant_0" -> "1070 quantize_per_tensor_default_50" [label="(1, 14, 14, 1536)", style=solid]; +"1070 quantize_per_tensor_default_50" -> "1071 dequantize_per_tensor_default_50" [label="(1, 14, 14, 1536)", style=solid]; +"1071 dequantize_per_tensor_default_50" -> "1078 linear_49" [label="(1, 14, 14, 1536)", style=solid]; +"1072 _param_constant135_0_0" -> "1078 linear_49" [label="(384,)", style=solid]; +"1073 scale_updated_constant50" -> "1075 mul_tensor_50" [label="(384, 1)", style=solid]; +"1074 compressed_weight_updated_constant50" -> "1075 mul_tensor_50" [label="(384, 1536)", style=solid]; +"1075 mul_tensor_50" -> "1077 sub_tensor_50" [label="(384, 1536)", style=solid]; +"1076 zero_point_updated_constant50" -> "1077 sub_tensor_50" [label="(384, 1)", style=solid]; +"1077 sub_tensor_50" -> "1078 linear_49" [label="(384, 1536)", style=solid]; +"1078 linear_49" -> "1079 dropout_31" [label="(1, 14, 14, 384)", style=solid]; +"1079 dropout_31" -> "1082 layer_norm_18" [label="(1, 14, 14, 384)", style=solid]; +"1080 _param_constant136" -> "1082 layer_norm_18" [label="(384,)", style=solid]; +"1081 _param_constant137" -> "1082 layer_norm_18" [label="(384,)", style=solid]; +"1082 layer_norm_18" -> "1083 add_27" [label="(1, 14, 14, 384)", style=solid]; +"1083 add_27" -> "1110 pad_10" [label="(1, 14, 14, 384)", style=solid]; +"1083 add_27" -> "1175 add_29" [label="(1, 14, 14, 384)", style=solid]; +"1084 _tensor_constant52" -> "1085 _tensor_constant52_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"1085 _tensor_constant52_0_0_nncf_smooth_quant_0" -> "1092 linear_50" [label="(1, 15, 15, 2)", style=solid]; +"1086 _param_constant139_0_0" -> "1092 linear_50" [label="(512,)", style=solid]; +"1087 scale_updated_constant51" -> "1089 mul_tensor_51" [label="(512, 1)", style=solid]; +"1088 compressed_weight_updated_constant51" -> "1089 mul_tensor_51" [label="(512, 2)", style=solid]; +"1089 mul_tensor_51" -> "1091 sub_tensor_51" [label="(512, 2)", style=solid]; +"1090 zero_point_updated_constant51" -> "1091 sub_tensor_51" [label="(512, 1)", style=solid]; +"1091 sub_tensor_51" -> "1092 linear_50" [label="(512, 2)", style=solid]; +"1092 linear_50" -> "1093 relu__8" [label="(1, 15, 15, 512)", style=solid]; +"1093 relu__8" -> "1094 relu__8_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"1094 relu__8_0_0_nncf_smooth_quant_0" -> "1100 linear_51" [label="(1, 15, 15, 512)", style=solid]; +"1095 scale_updated_constant52" -> "1097 mul_tensor_52" [label="(12, 1)", style=solid]; +"1096 compressed_weight_updated_constant52" -> "1097 mul_tensor_52" [label="(12, 512)", style=solid]; +"1097 mul_tensor_52" -> "1099 sub_tensor_52" [label="(12, 512)", style=solid]; +"1098 zero_point_updated_constant52" -> "1099 sub_tensor_52" [label="(12, 1)", style=solid]; +"1099 sub_tensor_52" -> "1100 linear_51" [label="(12, 512)", style=solid]; +"1100 linear_51" -> "1101 view_44" [label="(1, 15, 15, 12)", style=solid]; +"1101 view_44" -> "1103 index_8" [label="(225, 12)", style=solid]; +"1102 _tensor_constant53" -> "1103 index_8" [label="(4096,)", style=solid]; +"1103 index_8" -> "1104 view_45" [label="(4096, 12)", style=solid]; +"1104 view_45" -> "1105 permute_37" [label="(64, 64, 12)", style=solid]; +"1105 permute_37" -> "1106 contiguous_14" [label="(12, 64, 64)", style=solid]; +"1106 contiguous_14" -> "1107 unsqueeze_24" [label="(12, 64, 64)", style=solid]; +"1107 unsqueeze_24" -> "1108 sigmoid_8" [label="(1, 12, 64, 64)", style=solid]; +"1108 sigmoid_8" -> "1109 mul_16" [label="(1, 12, 64, 64)", style=solid]; +"1109 mul_16" -> "1147 add_28" [label="(1, 12, 64, 64)", style=solid]; +"1110 pad_10" -> "1111 view_46" [label="(1, 16, 16, 384)", style=solid]; +"1111 view_46" -> "1112 permute_38" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1112 permute_38" -> "1113 reshape_36" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1113 reshape_36" -> "1114 reshape_36_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1114 reshape_36_0_0_nncf_smooth_quant_0" -> "1115 quantize_per_tensor_default_51" [label="(4, 64, 384)", style=solid]; +"1115 quantize_per_tensor_default_51" -> "1116 dequantize_per_tensor_default_51" [label="(4, 64, 384)", style=solid]; +"1116 dequantize_per_tensor_default_51" -> "1123 linear_52" [label="(4, 64, 384)", style=solid]; +"1117 _param_constant141_0_0" -> "1123 linear_52" [label="(1152,)", style=solid]; +"1118 scale_updated_constant53" -> "1120 mul_tensor_53" [label="(1152, 1)", style=solid]; +"1119 compressed_weight_updated_constant53" -> "1120 mul_tensor_53" [label="(1152, 384)", style=solid]; +"1120 mul_tensor_53" -> "1122 sub_tensor_53" [label="(1152, 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-> "1348 linear_62" [label="(1, 15, 15, 2)", style=solid]; +"1342 _param_constant171_0_0" -> "1348 linear_62" [label="(512,)", style=solid]; +"1343 scale_updated_constant63" -> "1345 mul_tensor_63" [label="(512, 1)", style=solid]; +"1344 compressed_weight_updated_constant63" -> "1345 mul_tensor_63" [label="(512, 2)", style=solid]; +"1345 mul_tensor_63" -> "1347 sub_tensor_63" [label="(512, 2)", style=solid]; +"1346 zero_point_updated_constant63" -> "1347 sub_tensor_63" [label="(512, 1)", style=solid]; +"1347 sub_tensor_63" -> "1348 linear_62" [label="(512, 2)", style=solid]; +"1348 linear_62" -> "1349 relu__10" [label="(1, 15, 15, 512)", style=solid]; +"1349 relu__10" -> "1350 relu__10_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"1350 relu__10_0_0_nncf_smooth_quant_0" -> "1356 linear_63" [label="(1, 15, 15, 512)", style=solid]; +"1351 scale_updated_constant64" -> "1353 mul_tensor_64" [label="(12, 1)", style=solid]; +"1352 compressed_weight_updated_constant64" -> 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mul_20" -> "1403 add_35" [label="(1, 12, 64, 64)", style=solid]; +"1366 pad_12" -> "1367 view_57" [label="(1, 16, 16, 384)", style=solid]; +"1367 view_57" -> "1368 permute_47" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1368 permute_47" -> "1369 reshape_45" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1369 reshape_45" -> "1370 reshape_45_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1370 reshape_45_0_0_nncf_smooth_quant_0" -> "1371 quantize_per_tensor_default_63" [label="(4, 64, 384)", style=solid]; +"1371 quantize_per_tensor_default_63" -> "1372 dequantize_per_tensor_default_63" [label="(4, 64, 384)", style=solid]; +"1372 dequantize_per_tensor_default_63" -> "1379 linear_64" [label="(4, 64, 384)", style=solid]; +"1373 _param_constant173_0_0" -> "1379 linear_64" [label="(1152,)", style=solid]; +"1374 scale_updated_constant65" -> "1376 mul_tensor_65" [label="(1152, 1)", style=solid]; +"1375 compressed_weight_updated_constant65" -> "1376 mul_tensor_65" 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[label="(4, 12, 64, 32)", style=solid]; +"1383 select_31" -> "1393 expand_as_21" [label="(4, 12, 64, 32)", style=solid]; +"1383 select_31" -> "1394 div_21" [label="(4, 12, 64, 32)", style=solid]; +"1384 select_32" -> "1406 matmul_21" [label="(4, 12, 64, 32)", style=solid]; +"1385 linalg_vector_norm_20" -> "1386 clamp_min_20" [label="(4, 12, 64, 1)", style=solid]; +"1386 clamp_min_20" -> "1387 expand_as_20" [label="(4, 12, 64, 1)", style=solid]; +"1387 expand_as_20" -> "1388 div_20" [label="(4, 12, 64, 32)", style=solid]; +"1388 div_20" -> "1389 quantize_per_tensor_default_64" [label="(4, 12, 64, 32)", style=solid]; +"1389 quantize_per_tensor_default_64" -> "1390 dequantize_per_tensor_default_64" [label="(4, 12, 64, 32)", style=solid]; +"1390 dequantize_per_tensor_default_64" -> "1398 matmul_20" [label="(4, 12, 64, 32)", style=solid]; +"1391 linalg_vector_norm_21" -> "1392 clamp_min_21" [label="(4, 12, 64, 1)", style=solid]; +"1392 clamp_min_21" -> "1393 expand_as_21" [label="(4, 12, 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compressed_weight_updated_constant67" -> "1438 mul_tensor_67" [label="(1536, 384)", style=solid]; +"1438 mul_tensor_67" -> "1440 sub_tensor_67" [label="(1536, 384)", style=solid]; +"1439 zero_point_updated_constant67" -> "1440 sub_tensor_67" [label="(1536, 1)", style=solid]; +"1440 sub_tensor_67" -> "1441 linear_66" [label="(1536, 384)", style=solid]; +"1441 linear_66" -> "1442 gelu_10" [label="(1, 14, 14, 1536)", style=solid]; +"1442 gelu_10" -> "1443 dropout_42" [label="(1, 14, 14, 1536)", style=solid]; +"1443 dropout_42" -> "1444 dropout_42_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1444 dropout_42_0_0_nncf_smooth_quant_0" -> "1445 quantize_per_tensor_default_68" [label="(1, 14, 14, 1536)", style=solid]; +"1445 quantize_per_tensor_default_68" -> "1446 dequantize_per_tensor_default_68" [label="(1, 14, 14, 1536)", style=solid]; +"1446 dequantize_per_tensor_default_68" -> "1453 linear_67" [label="(1, 14, 14, 1536)", style=solid]; +"1447 _param_constant183_0_0" 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dequantize_per_tensor_default_69" [label="(4, 64, 384)", style=solid]; +"1492 dequantize_per_tensor_default_69" -> "1499 linear_70" [label="(4, 64, 384)", style=solid]; +"1493 _param_constant189_0_0" -> "1499 linear_70" [label="(1152,)", style=solid]; +"1494 scale_updated_constant71" -> "1496 mul_tensor_71" [label="(1152, 1)", style=solid]; +"1495 compressed_weight_updated_constant71" -> "1496 mul_tensor_71" [label="(1152, 384)", style=solid]; +"1496 mul_tensor_71" -> "1498 sub_tensor_71" [label="(1152, 384)", style=solid]; +"1497 zero_point_updated_constant71" -> "1498 sub_tensor_71" [label="(1152, 1)", style=solid]; +"1498 sub_tensor_71" -> "1499 linear_70" [label="(1152, 384)", style=solid]; +"1499 linear_70" -> "1500 reshape_50" [label="(4, 64, 1152)", style=solid]; +"1500 reshape_50" -> "1501 permute_52" [label="(4, 64, 3, 12, 32)", style=solid]; +"1501 permute_52" -> "1502 select_33" [label="(3, 4, 12, 64, 32)", style=solid]; +"1501 permute_52" -> "1503 select_34" [label="(3, 4, 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12, 64, 32)", style=solid]; +"1509 quantize_per_tensor_default_70" -> "1510 dequantize_per_tensor_default_70" [label="(4, 12, 64, 32)", style=solid]; +"1510 dequantize_per_tensor_default_70" -> "1518 matmul_22" [label="(4, 12, 64, 32)", style=solid]; +"1511 linalg_vector_norm_23" -> "1512 clamp_min_23" [label="(4, 12, 64, 1)", style=solid]; +"1512 clamp_min_23" -> "1513 expand_as_23" [label="(4, 12, 64, 1)", style=solid]; +"1513 expand_as_23" -> "1514 div_23" [label="(4, 12, 64, 32)", style=solid]; +"1514 div_23" -> "1515 quantize_per_tensor_default_71" [label="(4, 12, 64, 32)", style=solid]; +"1515 quantize_per_tensor_default_71" -> "1516 dequantize_per_tensor_default_71" [label="(4, 12, 64, 32)", style=solid]; +"1516 dequantize_per_tensor_default_71" -> "1517 transpose_22" [label="(4, 12, 64, 32)", style=solid]; +"1517 transpose_22" -> "1518 matmul_22" [label="(4, 12, 32, 64)", style=solid]; +"1518 matmul_22" -> "1522 mul_23" [label="(4, 12, 64, 64)", style=solid]; +"1519 _param_constant191" -> "1520 clamp_11" [label="(12, 1, 1)", style=solid]; +"1520 clamp_11" -> "1521 exp_11" [label="(12, 1, 1)", style=solid]; +"1521 exp_11" -> "1522 mul_23" [label="(12, 1, 1)", style=solid]; +"1522 mul_23" -> "1523 add_38" [label="(4, 12, 64, 64)", style=solid]; +"1523 add_38" -> "1535 view_63" [label="(4, 12, 64, 64)", style=solid]; +"1524 new_zeros_5" -> "1525 view_62" [label="(16, 16)", style=solid]; +"1525 view_62" -> "1526 permute_53" [label="(2, 8, 2, 8)", style=solid]; +"1526 permute_53" -> "1527 reshape_51" [label="(2, 2, 8, 8)", style=solid]; +"1527 reshape_51" -> "1528 unsqueeze_32" [label="(4, 64)", style=solid]; +"1527 reshape_51" -> "1529 unsqueeze_33" [label="(4, 64)", style=solid]; +"1528 unsqueeze_32" -> "1530 sub_5" [label="(4, 1, 64)", style=solid]; +"1529 unsqueeze_33" -> "1530 sub_5" [label="(4, 64, 1)", style=solid]; +"1530 sub_5" -> "1531 ne_5" [label="(4, 64, 64)", style=solid]; +"1530 sub_5" -> "1532 masked_fill_10" [label="(4, 64, 64)", style=solid]; +"1530 sub_5" -> "1533 eq_5" [label="(4, 64, 64)", style=solid]; +"1531 ne_5" -> "1532 masked_fill_10" [label="(4, 64, 64)", style=solid]; +"1532 masked_fill_10" -> "1534 masked_fill_11" [label="(4, 64, 64)", style=solid]; +"1533 eq_5" -> "1534 masked_fill_11" [label="(4, 64, 64)", style=solid]; +"1534 masked_fill_11" -> "1536 unsqueeze_34" [label="(4, 64, 64)", style=solid]; +"1535 view_63" -> "1538 add_39" [label="(1, 4, 12, 64, 64)", style=solid]; +"1536 unsqueeze_34" -> "1537 unsqueeze_35" [label="(4, 1, 64, 64)", style=solid]; +"1537 unsqueeze_35" -> "1538 add_39" [label="(1, 4, 1, 64, 64)", style=solid]; +"1538 add_39" -> "1539 view_64" [label="(1, 4, 12, 64, 64)", style=solid]; +"1539 view_64" -> "1540 softmax_11" [label="(4, 12, 64, 64)", style=solid]; +"1540 softmax_11" -> "1541 dropout_44" [label="(4, 12, 64, 64)", style=solid]; +"1541 dropout_44" -> "1542 matmul_23" [label="(4, 12, 64, 64)", style=solid]; +"1542 matmul_23" -> "1543 transpose_23" [label="(4, 12, 64, 32)", style=solid]; +"1543 transpose_23" -> "1544 reshape_52" [label="(4, 64, 12, 32)", style=solid]; +"1544 reshape_52" -> "1545 reshape_52_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1545 reshape_52_0_0_nncf_smooth_quant_0" -> "1546 quantize_per_tensor_default_72" [label="(4, 64, 384)", style=solid]; +"1546 quantize_per_tensor_default_72" -> "1547 dequantize_per_tensor_default_72" [label="(4, 64, 384)", style=solid]; +"1547 dequantize_per_tensor_default_72" -> "1554 linear_71" [label="(4, 64, 384)", style=solid]; +"1548 _param_constant193_0_0" -> "1554 linear_71" [label="(384,)", style=solid]; +"1549 scale_updated_constant72" -> "1551 mul_tensor_72" [label="(384, 1)", style=solid]; +"1550 compressed_weight_updated_constant72" -> "1551 mul_tensor_72" [label="(384, 384)", style=solid]; +"1551 mul_tensor_72" -> "1553 sub_tensor_72" [label="(384, 384)", style=solid]; +"1552 zero_point_updated_constant72" -> "1553 sub_tensor_72" [label="(384, 1)", style=solid]; 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layer_norm_25" [label="(384,)", style=solid]; +"1566 _param_constant195" -> "1567 layer_norm_25" [label="(384,)", style=solid]; +"1567 layer_norm_25" -> "1568 add_40" [label="(1, 14, 14, 384)", style=solid]; +"1568 add_40" -> "1569 add_40_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"1568 add_40" -> "1595 add_41" [label="(1, 14, 14, 384)", style=solid]; +"1569 add_40_0_0_nncf_smooth_quant_0" -> "1570 quantize_per_tensor_default_73" [label="(1, 14, 14, 384)", style=solid]; +"1570 quantize_per_tensor_default_73" -> "1571 dequantize_per_tensor_default_73" [label="(1, 14, 14, 384)", style=solid]; +"1571 dequantize_per_tensor_default_73" -> "1578 linear_72" [label="(1, 14, 14, 384)", style=solid]; +"1572 _param_constant197_0_0" -> "1578 linear_72" [label="(1536,)", style=solid]; +"1573 scale_updated_constant73" -> "1575 mul_tensor_73" [label="(1536, 1)", style=solid]; +"1574 compressed_weight_updated_constant73" -> "1575 mul_tensor_73" [label="(1536, 384)", style=solid]; +"1575 mul_tensor_73" -> "1577 sub_tensor_73" [label="(1536, 384)", style=solid]; +"1576 zero_point_updated_constant73" -> "1577 sub_tensor_73" [label="(1536, 1)", style=solid]; +"1577 sub_tensor_73" -> "1578 linear_72" [label="(1536, 384)", style=solid]; +"1578 linear_72" -> "1579 gelu_11" [label="(1, 14, 14, 1536)", style=solid]; +"1579 gelu_11" -> "1580 dropout_46" [label="(1, 14, 14, 1536)", style=solid]; +"1580 dropout_46" -> "1581 dropout_46_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1581 dropout_46_0_0_nncf_smooth_quant_0" -> "1582 quantize_per_tensor_default_74" [label="(1, 14, 14, 1536)", style=solid]; +"1582 quantize_per_tensor_default_74" -> "1583 dequantize_per_tensor_default_74" [label="(1, 14, 14, 1536)", style=solid]; +"1583 dequantize_per_tensor_default_74" -> "1590 linear_73" [label="(1, 14, 14, 1536)", style=solid]; +"1584 _param_constant199_0_0" -> "1590 linear_73" [label="(384,)", style=solid]; +"1585 scale_updated_constant74" -> "1587 mul_tensor_74" [label="(384, 1)", style=solid]; +"1586 compressed_weight_updated_constant74" -> "1587 mul_tensor_74" [label="(384, 1536)", style=solid]; +"1587 mul_tensor_74" -> "1589 sub_tensor_74" [label="(384, 1536)", style=solid]; +"1588 zero_point_updated_constant74" -> "1589 sub_tensor_74" [label="(384, 1)", style=solid]; +"1589 sub_tensor_74" -> "1590 linear_73" [label="(384, 1536)", style=solid]; +"1590 linear_73" -> "1591 dropout_47" [label="(1, 14, 14, 384)", style=solid]; +"1591 dropout_47" -> "1594 layer_norm_26" [label="(1, 14, 14, 384)", style=solid]; +"1592 _param_constant200" -> "1594 layer_norm_26" [label="(384,)", style=solid]; +"1593 _param_constant201" -> "1594 layer_norm_26" [label="(384,)", style=solid]; +"1594 layer_norm_26" -> "1595 add_41" [label="(1, 14, 14, 384)", style=solid]; +"1595 add_41" -> "1622 pad_14" [label="(1, 14, 14, 384)", style=solid]; +"1595 add_41" -> "1687 add_43" [label="(1, 14, 14, 384)", style=solid]; +"1596 _tensor_constant78" -> "1597 _tensor_constant78_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"1597 _tensor_constant78_0_0_nncf_smooth_quant_0" -> "1604 linear_74" [label="(1, 15, 15, 2)", style=solid]; +"1598 _param_constant203_0_0" -> "1604 linear_74" [label="(512,)", style=solid]; +"1599 scale_updated_constant75" -> "1601 mul_tensor_75" [label="(512, 1)", style=solid]; +"1600 compressed_weight_updated_constant75" -> "1601 mul_tensor_75" [label="(512, 2)", style=solid]; +"1601 mul_tensor_75" -> "1603 sub_tensor_75" [label="(512, 2)", style=solid]; +"1602 zero_point_updated_constant75" -> "1603 sub_tensor_75" [label="(512, 1)", style=solid]; +"1603 sub_tensor_75" -> "1604 linear_74" [label="(512, 2)", style=solid]; +"1604 linear_74" -> "1605 relu__12" [label="(1, 15, 15, 512)", style=solid]; +"1605 relu__12" -> "1606 relu__12_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"1606 relu__12_0_0_nncf_smooth_quant_0" -> "1612 linear_75" [label="(1, 15, 15, 512)", style=solid]; +"1607 scale_updated_constant76" -> "1609 mul_tensor_76" [label="(12, 1)", style=solid]; +"1608 compressed_weight_updated_constant76" -> "1609 mul_tensor_76" [label="(12, 512)", style=solid]; +"1609 mul_tensor_76" -> "1611 sub_tensor_76" [label="(12, 512)", style=solid]; +"1610 zero_point_updated_constant76" -> "1611 sub_tensor_76" [label="(12, 1)", style=solid]; +"1611 sub_tensor_76" -> "1612 linear_75" [label="(12, 512)", style=solid]; +"1612 linear_75" -> "1613 view_66" [label="(1, 15, 15, 12)", style=solid]; +"1613 view_66" -> "1615 index_12" [label="(225, 12)", style=solid]; +"1614 _tensor_constant79" -> "1615 index_12" [label="(4096,)", style=solid]; +"1615 index_12" -> "1616 view_67" [label="(4096, 12)", style=solid]; +"1616 view_67" -> "1617 permute_55" [label="(64, 64, 12)", style=solid]; +"1617 permute_55" -> "1618 contiguous_22" [label="(12, 64, 64)", style=solid]; +"1618 contiguous_22" -> "1619 unsqueeze_36" [label="(12, 64, 64)", style=solid]; +"1619 unsqueeze_36" -> "1620 sigmoid_12" [label="(1, 12, 64, 64)", style=solid]; +"1620 sigmoid_12" -> "1621 mul_24" [label="(1, 12, 64, 64)", style=solid]; +"1621 mul_24" -> "1659 add_42" [label="(1, 12, 64, 64)", style=solid]; +"1622 pad_14" -> "1623 view_68" [label="(1, 16, 16, 384)", style=solid]; +"1623 view_68" -> "1624 permute_56" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1624 permute_56" -> "1625 reshape_54" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1625 reshape_54" -> "1626 reshape_54_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1626 reshape_54_0_0_nncf_smooth_quant_0" -> "1627 quantize_per_tensor_default_75" [label="(4, 64, 384)", style=solid]; +"1627 quantize_per_tensor_default_75" -> "1628 dequantize_per_tensor_default_75" [label="(4, 64, 384)", style=solid]; +"1628 dequantize_per_tensor_default_75" -> "1635 linear_76" [label="(4, 64, 384)", style=solid]; +"1629 _param_constant205_0_0" -> "1635 linear_76" [label="(1152,)", style=solid]; +"1630 scale_updated_constant77" -> "1632 mul_tensor_77" [label="(1152, 1)", style=solid]; +"1631 compressed_weight_updated_constant77" -> "1632 mul_tensor_77" [label="(1152, 384)", style=solid]; +"1632 mul_tensor_77" -> "1634 sub_tensor_77" [label="(1152, 384)", style=solid]; +"1633 zero_point_updated_constant77" -> "1634 sub_tensor_77" [label="(1152, 1)", style=solid]; +"1634 sub_tensor_77" -> "1635 linear_76" [label="(1152, 384)", style=solid]; +"1635 linear_76" -> "1636 reshape_55" [label="(4, 64, 1152)", style=solid]; +"1636 reshape_55" -> "1637 permute_57" [label="(4, 64, 3, 12, 32)", style=solid]; +"1637 permute_57" -> "1638 select_36" [label="(3, 4, 12, 64, 32)", style=solid]; +"1637 permute_57" -> "1639 select_37" [label="(3, 4, 12, 64, 32)", style=solid]; +"1637 permute_57" -> "1640 select_38" [label="(3, 4, 12, 64, 32)", style=solid]; +"1638 select_36" -> "1641 linalg_vector_norm_24" [label="(4, 12, 64, 32)", style=solid]; +"1638 select_36" -> "1643 expand_as_24" [label="(4, 12, 64, 32)", style=solid]; +"1638 select_36" -> "1644 div_24" [label="(4, 12, 64, 32)", style=solid]; +"1639 select_37" -> "1647 linalg_vector_norm_25" [label="(4, 12, 64, 32)", style=solid]; +"1639 select_37" -> "1649 expand_as_25" [label="(4, 12, 64, 32)", style=solid]; +"1639 select_37" -> "1650 div_25" [label="(4, 12, 64, 32)", style=solid]; +"1640 select_38" -> "1662 matmul_25" [label="(4, 12, 64, 32)", style=solid]; +"1641 linalg_vector_norm_24" -> "1642 clamp_min_24" [label="(4, 12, 64, 1)", style=solid]; +"1642 clamp_min_24" -> "1643 expand_as_24" [label="(4, 12, 64, 1)", style=solid]; +"1643 expand_as_24" -> "1644 div_24" [label="(4, 12, 64, 32)", style=solid]; +"1644 div_24" -> "1645 quantize_per_tensor_default_76" [label="(4, 12, 64, 32)", style=solid]; +"1645 quantize_per_tensor_default_76" -> "1646 dequantize_per_tensor_default_76" [label="(4, 12, 64, 32)", style=solid]; +"1646 dequantize_per_tensor_default_76" -> "1654 matmul_24" [label="(4, 12, 64, 32)", style=solid]; 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[label="(384, 1)", style=solid]; +"1670 compressed_weight_updated_constant78" -> "1671 mul_tensor_78" [label="(384, 384)", style=solid]; +"1671 mul_tensor_78" -> "1673 sub_tensor_78" [label="(384, 384)", style=solid]; +"1672 zero_point_updated_constant78" -> "1673 sub_tensor_78" [label="(384, 1)", style=solid]; +"1673 sub_tensor_78" -> "1674 linear_77" [label="(384, 384)", style=solid]; +"1674 linear_77" -> "1675 dropout_49" [label="(4, 64, 384)", style=solid]; +"1675 dropout_49" -> "1676 view_69" [label="(4, 64, 384)", style=solid]; +"1676 view_69" -> "1677 permute_58" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1677 permute_58" -> "1678 reshape_57" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1678 reshape_57" -> "1679 slice_190" [label="(1, 16, 16, 384)", style=solid]; +"1679 slice_190" -> "1680 slice_191" [label="(1, 16, 16, 384)", style=solid]; +"1680 slice_191" -> "1681 slice_192" [label="(1, 14, 16, 384)", style=solid]; +"1681 slice_192" -> "1682 slice_193" [label="(1, 14, 14, 384)", style=solid]; +"1682 slice_193" -> "1683 contiguous_23" [label="(1, 14, 14, 384)", style=solid]; +"1683 contiguous_23" -> "1686 layer_norm_27" [label="(1, 14, 14, 384)", style=solid]; +"1684 _param_constant210" -> "1686 layer_norm_27" [label="(384,)", style=solid]; +"1685 _param_constant211" -> "1686 layer_norm_27" [label="(384,)", style=solid]; +"1686 layer_norm_27" -> "1687 add_43" [label="(1, 14, 14, 384)", style=solid]; +"1687 add_43" -> "1688 add_43_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"1687 add_43" -> "1714 add_44" [label="(1, 14, 14, 384)", style=solid]; +"1688 add_43_0_0_nncf_smooth_quant_0" -> "1689 quantize_per_tensor_default_79" [label="(1, 14, 14, 384)", style=solid]; +"1689 quantize_per_tensor_default_79" -> "1690 dequantize_per_tensor_default_79" [label="(1, 14, 14, 384)", style=solid]; +"1690 dequantize_per_tensor_default_79" -> "1697 linear_78" [label="(1, 14, 14, 384)", style=solid]; +"1691 _param_constant213_0_0" -> "1697 linear_78" [label="(1536,)", style=solid]; +"1692 scale_updated_constant79" -> "1694 mul_tensor_79" [label="(1536, 1)", style=solid]; +"1693 compressed_weight_updated_constant79" -> "1694 mul_tensor_79" [label="(1536, 384)", style=solid]; +"1694 mul_tensor_79" -> "1696 sub_tensor_79" [label="(1536, 384)", style=solid]; +"1695 zero_point_updated_constant79" -> "1696 sub_tensor_79" [label="(1536, 1)", style=solid]; +"1696 sub_tensor_79" -> "1697 linear_78" [label="(1536, 384)", style=solid]; +"1697 linear_78" -> "1698 gelu_12" [label="(1, 14, 14, 1536)", style=solid]; +"1698 gelu_12" -> "1699 dropout_50" [label="(1, 14, 14, 1536)", style=solid]; +"1699 dropout_50" -> "1700 dropout_50_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1700 dropout_50_0_0_nncf_smooth_quant_0" -> "1701 quantize_per_tensor_default_80" [label="(1, 14, 14, 1536)", style=solid]; +"1701 quantize_per_tensor_default_80" -> "1702 dequantize_per_tensor_default_80" [label="(1, 14, 14, 1536)", style=solid]; +"1702 dequantize_per_tensor_default_80" -> "1709 linear_79" [label="(1, 14, 14, 1536)", style=solid]; +"1703 _param_constant215_0_0" -> "1709 linear_79" [label="(384,)", style=solid]; +"1704 scale_updated_constant80" -> "1706 mul_tensor_80" [label="(384, 1)", style=solid]; +"1705 compressed_weight_updated_constant80" -> "1706 mul_tensor_80" [label="(384, 1536)", style=solid]; +"1706 mul_tensor_80" -> "1708 sub_tensor_80" [label="(384, 1536)", style=solid]; +"1707 zero_point_updated_constant80" -> "1708 sub_tensor_80" [label="(384, 1)", style=solid]; +"1708 sub_tensor_80" -> "1709 linear_79" [label="(384, 1536)", style=solid]; +"1709 linear_79" -> "1710 dropout_51" [label="(1, 14, 14, 384)", style=solid]; +"1710 dropout_51" -> "1713 layer_norm_28" [label="(1, 14, 14, 384)", style=solid]; +"1711 _param_constant216" -> "1713 layer_norm_28" [label="(384,)", style=solid]; +"1712 _param_constant217" -> "1713 layer_norm_28" [label="(384,)", style=solid]; +"1713 layer_norm_28" -> "1714 add_44" [label="(1, 14, 14, 384)", style=solid]; +"1714 add_44" -> "1741 pad_15" [label="(1, 14, 14, 384)", style=solid]; +"1714 add_44" -> "1824 add_47" [label="(1, 14, 14, 384)", style=solid]; +"1715 _tensor_constant80" -> "1716 _tensor_constant80_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"1716 _tensor_constant80_0_0_nncf_smooth_quant_0" -> "1723 linear_80" [label="(1, 15, 15, 2)", style=solid]; +"1717 _param_constant219_0_0" -> "1723 linear_80" [label="(512,)", style=solid]; +"1718 scale_updated_constant81" -> "1720 mul_tensor_81" [label="(512, 1)", style=solid]; +"1719 compressed_weight_updated_constant81" -> "1720 mul_tensor_81" [label="(512, 2)", style=solid]; +"1720 mul_tensor_81" -> "1722 sub_tensor_81" [label="(512, 2)", style=solid]; +"1721 zero_point_updated_constant81" -> "1722 sub_tensor_81" [label="(512, 1)", style=solid]; +"1722 sub_tensor_81" -> "1723 linear_80" [label="(512, 2)", style=solid]; +"1723 linear_80" -> "1724 relu__13" [label="(1, 15, 15, 512)", style=solid]; +"1724 relu__13" -> "1725 relu__13_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"1725 relu__13_0_0_nncf_smooth_quant_0" -> "1731 linear_81" [label="(1, 15, 15, 512)", style=solid]; +"1726 scale_updated_constant82" -> "1728 mul_tensor_82" [label="(12, 1)", style=solid]; +"1727 compressed_weight_updated_constant82" -> "1728 mul_tensor_82" [label="(12, 512)", style=solid]; +"1728 mul_tensor_82" -> "1730 sub_tensor_82" [label="(12, 512)", style=solid]; +"1729 zero_point_updated_constant82" -> "1730 sub_tensor_82" [label="(12, 1)", style=solid]; +"1730 sub_tensor_82" -> "1731 linear_81" [label="(12, 512)", style=solid]; +"1731 linear_81" -> "1732 view_70" [label="(1, 15, 15, 12)", style=solid]; +"1732 view_70" -> "1734 index_13" [label="(225, 12)", style=solid]; +"1733 _tensor_constant81" -> "1734 index_13" [label="(4096,)", style=solid]; +"1734 index_13" -> "1735 view_71" [label="(4096, 12)", style=solid]; +"1735 view_71" -> "1736 permute_59" [label="(64, 64, 12)", style=solid]; +"1736 permute_59" -> "1737 contiguous_24" [label="(12, 64, 64)", style=solid]; +"1737 contiguous_24" -> "1738 unsqueeze_37" [label="(12, 64, 64)", style=solid]; +"1738 unsqueeze_37" -> "1739 sigmoid_13" [label="(1, 12, 64, 64)", style=solid]; +"1739 sigmoid_13" -> "1740 mul_26" [label="(1, 12, 64, 64)", style=solid]; +"1740 mul_26" -> "1779 add_45" [label="(1, 12, 64, 64)", style=solid]; +"1741 pad_15" -> "1742 roll_12" [label="(1, 16, 16, 384)", style=solid]; +"1742 roll_12" -> "1743 view_72" [label="(1, 16, 16, 384)", style=solid]; +"1743 view_72" -> "1744 permute_60" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1744 permute_60" -> "1745 reshape_58" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1745 reshape_58" -> "1746 reshape_58_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1745 reshape_58" -> "1780 new_zeros_6" [label="(4, 64, 384)", style=solid]; +"1746 reshape_58_0_0_nncf_smooth_quant_0" -> "1747 quantize_per_tensor_default_81" [label="(4, 64, 384)", style=solid]; +"1747 quantize_per_tensor_default_81" -> "1748 dequantize_per_tensor_default_81" [label="(4, 64, 384)", style=solid]; +"1748 dequantize_per_tensor_default_81" -> "1755 linear_82" [label="(4, 64, 384)", style=solid]; +"1749 _param_constant221_0_0" -> "1755 linear_82" [label="(1152,)", style=solid]; +"1750 scale_updated_constant83" -> "1752 mul_tensor_83" [label="(1152, 1)", style=solid]; +"1751 compressed_weight_updated_constant83" -> "1752 mul_tensor_83" [label="(1152, 384)", style=solid]; +"1752 mul_tensor_83" -> "1754 sub_tensor_83" [label="(1152, 384)", style=solid]; +"1753 zero_point_updated_constant83" -> "1754 sub_tensor_83" [label="(1152, 1)", style=solid]; +"1754 sub_tensor_83" -> "1755 linear_82" [label="(1152, 384)", style=solid]; +"1755 linear_82" -> "1756 reshape_59" [label="(4, 64, 1152)", style=solid]; +"1756 reshape_59" -> "1757 permute_61" [label="(4, 64, 3, 12, 32)", style=solid]; +"1757 permute_61" -> "1758 select_39" [label="(3, 4, 12, 64, 32)", style=solid]; +"1757 permute_61" -> "1759 select_40" [label="(3, 4, 12, 64, 32)", style=solid]; +"1757 permute_61" -> "1760 select_41" [label="(3, 4, 12, 64, 32)", style=solid]; +"1758 select_39" -> "1761 linalg_vector_norm_26" [label="(4, 12, 64, 32)", style=solid]; +"1758 select_39" -> "1763 expand_as_26" [label="(4, 12, 64, 32)", style=solid]; +"1758 select_39" -> "1764 div_26" [label="(4, 12, 64, 32)", style=solid]; +"1759 select_40" -> "1767 linalg_vector_norm_27" [label="(4, 12, 64, 32)", style=solid]; +"1759 select_40" -> "1769 expand_as_27" [label="(4, 12, 64, 32)", style=solid]; +"1759 select_40" -> "1770 div_27" [label="(4, 12, 64, 32)", style=solid]; +"1760 select_41" -> "1798 matmul_27" [label="(4, 12, 64, 32)", style=solid]; +"1761 linalg_vector_norm_26" -> "1762 clamp_min_26" [label="(4, 12, 64, 1)", style=solid]; +"1762 clamp_min_26" -> "1763 expand_as_26" [label="(4, 12, 64, 1)", style=solid]; +"1763 expand_as_26" -> "1764 div_26" [label="(4, 12, 64, 32)", style=solid]; +"1764 div_26" -> "1765 quantize_per_tensor_default_82" [label="(4, 12, 64, 32)", style=solid]; +"1765 quantize_per_tensor_default_82" -> "1766 dequantize_per_tensor_default_82" [label="(4, 12, 64, 32)", style=solid]; +"1766 dequantize_per_tensor_default_82" -> "1774 matmul_26" [label="(4, 12, 64, 32)", style=solid]; +"1767 linalg_vector_norm_27" -> "1768 clamp_min_27" [label="(4, 12, 64, 1)", style=solid]; +"1768 clamp_min_27" -> "1769 expand_as_27" [label="(4, 12, 64, 1)", style=solid]; +"1769 expand_as_27" -> "1770 div_27" [label="(4, 12, 64, 32)", style=solid]; +"1770 div_27" -> "1771 quantize_per_tensor_default_83" [label="(4, 12, 64, 32)", style=solid]; +"1771 quantize_per_tensor_default_83" -> "1772 dequantize_per_tensor_default_83" [label="(4, 12, 64, 32)", style=solid]; +"1772 dequantize_per_tensor_default_83" -> "1773 transpose_26" [label="(4, 12, 64, 32)", style=solid]; +"1773 transpose_26" -> "1774 matmul_26" [label="(4, 12, 32, 64)", style=solid]; +"1774 matmul_26" -> "1778 mul_27" [label="(4, 12, 64, 64)", style=solid]; +"1775 _param_constant223" -> "1776 clamp_13" [label="(12, 1, 1)", style=solid]; +"1776 clamp_13" -> "1777 exp_13" [label="(12, 1, 1)", style=solid]; +"1777 exp_13" -> "1778 mul_27" [label="(12, 1, 1)", style=solid]; +"1778 mul_27" -> "1779 add_45" [label="(4, 12, 64, 64)", style=solid]; +"1779 add_45" -> "1791 view_74" [label="(4, 12, 64, 64)", style=solid]; +"1780 new_zeros_6" -> "1781 view_73" [label="(16, 16)", style=solid]; +"1781 view_73" -> "1782 permute_62" [label="(2, 8, 2, 8)", style=solid]; +"1782 permute_62" -> "1783 reshape_60" [label="(2, 2, 8, 8)", style=solid]; +"1783 reshape_60" -> "1784 unsqueeze_38" [label="(4, 64)", style=solid]; +"1783 reshape_60" -> "1785 unsqueeze_39" [label="(4, 64)", style=solid]; +"1784 unsqueeze_38" -> "1786 sub_6" [label="(4, 1, 64)", style=solid]; +"1785 unsqueeze_39" -> "1786 sub_6" [label="(4, 64, 1)", style=solid]; +"1786 sub_6" -> "1787 ne_6" [label="(4, 64, 64)", style=solid]; +"1786 sub_6" -> "1788 masked_fill_12" [label="(4, 64, 64)", style=solid]; +"1786 sub_6" -> "1789 eq_6" [label="(4, 64, 64)", style=solid]; +"1787 ne_6" -> "1788 masked_fill_12" [label="(4, 64, 64)", style=solid]; +"1788 masked_fill_12" -> "1790 masked_fill_13" [label="(4, 64, 64)", style=solid]; +"1789 eq_6" -> "1790 masked_fill_13" [label="(4, 64, 64)", style=solid]; +"1790 masked_fill_13" -> "1792 unsqueeze_40" [label="(4, 64, 64)", style=solid]; +"1791 view_74" -> "1794 add_46" [label="(1, 4, 12, 64, 64)", style=solid]; +"1792 unsqueeze_40" -> "1793 unsqueeze_41" [label="(4, 1, 64, 64)", style=solid]; +"1793 unsqueeze_41" -> "1794 add_46" [label="(1, 4, 1, 64, 64)", style=solid]; +"1794 add_46" -> "1795 view_75" [label="(1, 4, 12, 64, 64)", style=solid]; +"1795 view_75" -> "1796 softmax_13" [label="(4, 12, 64, 64)", style=solid]; +"1796 softmax_13" -> "1797 dropout_52" [label="(4, 12, 64, 64)", style=solid]; +"1797 dropout_52" -> "1798 matmul_27" [label="(4, 12, 64, 64)", style=solid]; +"1798 matmul_27" -> "1799 transpose_27" [label="(4, 12, 64, 32)", style=solid]; +"1799 transpose_27" -> "1800 reshape_61" [label="(4, 64, 12, 32)", style=solid]; +"1800 reshape_61" -> "1801 reshape_61_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1801 reshape_61_0_0_nncf_smooth_quant_0" -> "1802 quantize_per_tensor_default_84" [label="(4, 64, 384)", style=solid]; +"1802 quantize_per_tensor_default_84" -> "1803 dequantize_per_tensor_default_84" [label="(4, 64, 384)", style=solid]; +"1803 dequantize_per_tensor_default_84" -> "1810 linear_83" [label="(4, 64, 384)", style=solid]; +"1804 _param_constant225_0_0" -> "1810 linear_83" [label="(384,)", style=solid]; +"1805 scale_updated_constant84" -> "1807 mul_tensor_84" [label="(384, 1)", style=solid]; +"1806 compressed_weight_updated_constant84" -> "1807 mul_tensor_84" [label="(384, 384)", style=solid]; +"1807 mul_tensor_84" -> "1809 sub_tensor_84" [label="(384, 384)", style=solid]; +"1808 zero_point_updated_constant84" -> "1809 sub_tensor_84" [label="(384, 1)", style=solid]; +"1809 sub_tensor_84" -> "1810 linear_83" [label="(384, 384)", style=solid]; +"1810 linear_83" -> "1811 dropout_53" [label="(4, 64, 384)", style=solid]; +"1811 dropout_53" -> "1812 view_76" [label="(4, 64, 384)", style=solid]; +"1812 view_76" -> "1813 permute_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1813 permute_63" -> "1814 reshape_62" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1814 reshape_62" -> "1815 roll_13" [label="(1, 16, 16, 384)", style=solid]; +"1815 roll_13" -> "1816 slice_213" [label="(1, 16, 16, 384)", style=solid]; +"1816 slice_213" -> "1817 slice_214" [label="(1, 16, 16, 384)", style=solid]; +"1817 slice_214" -> "1818 slice_215" [label="(1, 14, 16, 384)", style=solid]; +"1818 slice_215" -> "1819 slice_216" [label="(1, 14, 14, 384)", style=solid]; +"1819 slice_216" -> "1820 contiguous_25" [label="(1, 14, 14, 384)", style=solid]; +"1820 contiguous_25" -> "1823 layer_norm_29" [label="(1, 14, 14, 384)", style=solid]; +"1821 _param_constant226" -> "1823 layer_norm_29" [label="(384,)", style=solid]; +"1822 _param_constant227" -> "1823 layer_norm_29" [label="(384,)", style=solid]; +"1823 layer_norm_29" -> "1824 add_47" [label="(1, 14, 14, 384)", style=solid]; +"1824 add_47" -> "1825 add_47_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"1824 add_47" -> "1851 add_48" [label="(1, 14, 14, 384)", style=solid]; +"1825 add_47_0_0_nncf_smooth_quant_0" -> "1826 quantize_per_tensor_default_85" [label="(1, 14, 14, 384)", style=solid]; +"1826 quantize_per_tensor_default_85" -> "1827 dequantize_per_tensor_default_85" [label="(1, 14, 14, 384)", style=solid]; +"1827 dequantize_per_tensor_default_85" -> "1834 linear_84" [label="(1, 14, 14, 384)", style=solid]; +"1828 _param_constant229_0_0" -> "1834 linear_84" [label="(1536,)", style=solid]; +"1829 scale_updated_constant85" -> "1831 mul_tensor_85" [label="(1536, 1)", style=solid]; +"1830 compressed_weight_updated_constant85" -> "1831 mul_tensor_85" [label="(1536, 384)", style=solid]; +"1831 mul_tensor_85" -> "1833 sub_tensor_85" [label="(1536, 384)", style=solid]; +"1832 zero_point_updated_constant85" -> "1833 sub_tensor_85" [label="(1536, 1)", style=solid]; +"1833 sub_tensor_85" -> "1834 linear_84" [label="(1536, 384)", style=solid]; +"1834 linear_84" -> "1835 gelu_13" [label="(1, 14, 14, 1536)", style=solid]; +"1835 gelu_13" -> "1836 dropout_54" [label="(1, 14, 14, 1536)", style=solid]; +"1836 dropout_54" -> "1837 dropout_54_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1837 dropout_54_0_0_nncf_smooth_quant_0" -> "1838 quantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; +"1838 quantize_per_tensor_default_86" -> "1839 dequantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; +"1839 dequantize_per_tensor_default_86" -> "1846 linear_85" [label="(1, 14, 14, 1536)", style=solid]; +"1840 _param_constant231_0_0" -> "1846 linear_85" [label="(384,)", style=solid]; +"1841 scale_updated_constant86" -> "1843 mul_tensor_86" [label="(384, 1)", style=solid]; +"1842 compressed_weight_updated_constant86" -> "1843 mul_tensor_86" [label="(384, 1536)", style=solid]; +"1843 mul_tensor_86" -> "1845 sub_tensor_86" [label="(384, 1536)", style=solid]; +"1844 zero_point_updated_constant86" -> "1845 sub_tensor_86" [label="(384, 1)", style=solid]; +"1845 sub_tensor_86" -> "1846 linear_85" [label="(384, 1536)", style=solid]; +"1846 linear_85" -> "1847 dropout_55" [label="(1, 14, 14, 384)", style=solid]; +"1847 dropout_55" -> "1850 layer_norm_30" [label="(1, 14, 14, 384)", style=solid]; +"1848 _param_constant232" -> "1850 layer_norm_30" [label="(384,)", style=solid]; +"1849 _param_constant233" -> "1850 layer_norm_30" [label="(384,)", style=solid]; +"1850 layer_norm_30" -> "1851 add_48" [label="(1, 14, 14, 384)", style=solid]; +"1851 add_48" -> "1878 pad_16" [label="(1, 14, 14, 384)", style=solid]; +"1851 add_48" -> "1943 add_50" [label="(1, 14, 14, 384)", style=solid]; +"1852 _tensor_constant91" -> "1853 _tensor_constant91_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"1853 _tensor_constant91_0_0_nncf_smooth_quant_0" -> "1860 linear_86" [label="(1, 15, 15, 2)", style=solid]; +"1854 _param_constant235_0_0" -> "1860 linear_86" [label="(512,)", style=solid]; +"1855 scale_updated_constant87" -> "1857 mul_tensor_87" [label="(512, 1)", style=solid]; +"1856 compressed_weight_updated_constant87" -> "1857 mul_tensor_87" [label="(512, 2)", style=solid]; +"1857 mul_tensor_87" -> "1859 sub_tensor_87" [label="(512, 2)", style=solid]; +"1858 zero_point_updated_constant87" -> "1859 sub_tensor_87" [label="(512, 1)", style=solid]; +"1859 sub_tensor_87" -> "1860 linear_86" [label="(512, 2)", style=solid]; +"1860 linear_86" -> "1861 relu__14" [label="(1, 15, 15, 512)", style=solid]; +"1861 relu__14" -> "1862 relu__14_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"1862 relu__14_0_0_nncf_smooth_quant_0" -> "1868 linear_87" [label="(1, 15, 15, 512)", style=solid]; +"1863 scale_updated_constant88" -> "1865 mul_tensor_88" [label="(12, 1)", style=solid]; +"1864 compressed_weight_updated_constant88" -> "1865 mul_tensor_88" [label="(12, 512)", style=solid]; +"1865 mul_tensor_88" -> "1867 sub_tensor_88" [label="(12, 512)", style=solid]; +"1866 zero_point_updated_constant88" -> "1867 sub_tensor_88" [label="(12, 1)", style=solid]; +"1867 sub_tensor_88" -> "1868 linear_87" [label="(12, 512)", style=solid]; +"1868 linear_87" -> "1869 view_77" [label="(1, 15, 15, 12)", style=solid]; +"1869 view_77" -> "1871 index_14" [label="(225, 12)", style=solid]; +"1870 _tensor_constant92" -> "1871 index_14" [label="(4096,)", style=solid]; +"1871 index_14" -> "1872 view_78" [label="(4096, 12)", style=solid]; +"1872 view_78" -> "1873 permute_64" [label="(64, 64, 12)", style=solid]; +"1873 permute_64" -> "1874 contiguous_26" [label="(12, 64, 64)", style=solid]; +"1874 contiguous_26" -> "1875 unsqueeze_42" [label="(12, 64, 64)", style=solid]; +"1875 unsqueeze_42" -> "1876 sigmoid_14" [label="(1, 12, 64, 64)", style=solid]; +"1876 sigmoid_14" -> "1877 mul_28" [label="(1, 12, 64, 64)", style=solid]; +"1877 mul_28" -> "1915 add_49" [label="(1, 12, 64, 64)", style=solid]; +"1878 pad_16" -> "1879 view_79" [label="(1, 16, 16, 384)", style=solid]; +"1879 view_79" -> "1880 permute_65" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1880 permute_65" -> "1881 reshape_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1881 reshape_63" -> "1882 reshape_63_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1882 reshape_63_0_0_nncf_smooth_quant_0" -> "1883 quantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; +"1883 quantize_per_tensor_default_87" -> "1884 dequantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; +"1884 dequantize_per_tensor_default_87" -> "1891 linear_88" [label="(4, 64, 384)", style=solid]; +"1885 _param_constant237_0_0" -> "1891 linear_88" [label="(1152,)", style=solid]; +"1886 scale_updated_constant89" -> "1888 mul_tensor_89" [label="(1152, 1)", style=solid]; +"1887 compressed_weight_updated_constant89" -> "1888 mul_tensor_89" [label="(1152, 384)", style=solid]; +"1888 mul_tensor_89" -> "1890 sub_tensor_89" [label="(1152, 384)", style=solid]; +"1889 zero_point_updated_constant89" -> "1890 sub_tensor_89" [label="(1152, 1)", style=solid]; +"1890 sub_tensor_89" -> "1891 linear_88" [label="(1152, 384)", style=solid]; +"1891 linear_88" -> "1892 reshape_64" [label="(4, 64, 1152)", style=solid]; +"1892 reshape_64" -> "1893 permute_66" [label="(4, 64, 3, 12, 32)", style=solid]; +"1893 permute_66" -> "1894 select_42" [label="(3, 4, 12, 64, 32)", style=solid]; +"1893 permute_66" -> "1895 select_43" [label="(3, 4, 12, 64, 32)", style=solid]; +"1893 permute_66" -> "1896 select_44" [label="(3, 4, 12, 64, 32)", style=solid]; +"1894 select_42" -> "1897 linalg_vector_norm_28" [label="(4, 12, 64, 32)", style=solid]; +"1894 select_42" -> "1899 expand_as_28" [label="(4, 12, 64, 32)", style=solid]; +"1894 select_42" -> "1900 div_28" [label="(4, 12, 64, 32)", style=solid]; +"1895 select_43" -> "1903 linalg_vector_norm_29" [label="(4, 12, 64, 32)", style=solid]; +"1895 select_43" -> "1905 expand_as_29" [label="(4, 12, 64, 32)", style=solid]; +"1895 select_43" -> "1906 div_29" [label="(4, 12, 64, 32)", style=solid]; +"1896 select_44" -> "1918 matmul_29" [label="(4, 12, 64, 32)", style=solid]; +"1897 linalg_vector_norm_28" -> "1898 clamp_min_28" [label="(4, 12, 64, 1)", style=solid]; +"1898 clamp_min_28" -> "1899 expand_as_28" [label="(4, 12, 64, 1)", style=solid]; +"1899 expand_as_28" -> "1900 div_28" [label="(4, 12, 64, 32)", style=solid]; +"1900 div_28" -> "1901 quantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; +"1901 quantize_per_tensor_default_88" -> "1902 dequantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; +"1902 dequantize_per_tensor_default_88" -> "1910 matmul_28" [label="(4, 12, 64, 32)", style=solid]; +"1903 linalg_vector_norm_29" -> "1904 clamp_min_29" [label="(4, 12, 64, 1)", style=solid]; +"1904 clamp_min_29" -> "1905 expand_as_29" [label="(4, 12, 64, 1)", style=solid]; +"1905 expand_as_29" -> "1906 div_29" [label="(4, 12, 64, 32)", style=solid]; +"1906 div_29" -> "1907 quantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; +"1907 quantize_per_tensor_default_89" -> "1908 dequantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; +"1908 dequantize_per_tensor_default_89" -> "1909 transpose_28" [label="(4, 12, 64, 32)", style=solid]; +"1909 transpose_28" -> "1910 matmul_28" [label="(4, 12, 32, 64)", style=solid]; +"1910 matmul_28" -> "1914 mul_29" [label="(4, 12, 64, 64)", style=solid]; +"1911 _param_constant239" -> "1912 clamp_14" [label="(12, 1, 1)", style=solid]; +"1912 clamp_14" -> "1913 exp_14" [label="(12, 1, 1)", style=solid]; +"1913 exp_14" -> "1914 mul_29" [label="(12, 1, 1)", style=solid]; +"1914 mul_29" -> "1915 add_49" [label="(4, 12, 64, 64)", style=solid]; +"1915 add_49" -> "1916 softmax_14" [label="(4, 12, 64, 64)", style=solid]; +"1916 softmax_14" -> "1917 dropout_56" [label="(4, 12, 64, 64)", style=solid]; +"1917 dropout_56" -> "1918 matmul_29" [label="(4, 12, 64, 64)", style=solid]; +"1918 matmul_29" -> "1919 transpose_29" [label="(4, 12, 64, 32)", style=solid]; +"1919 transpose_29" -> "1920 reshape_65" [label="(4, 64, 12, 32)", style=solid]; +"1920 reshape_65" -> "1921 reshape_65_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1921 reshape_65_0_0_nncf_smooth_quant_0" -> "1922 quantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; +"1922 quantize_per_tensor_default_90" -> "1923 dequantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; +"1923 dequantize_per_tensor_default_90" -> "1930 linear_89" [label="(4, 64, 384)", style=solid]; +"1924 _param_constant241_0_0" -> "1930 linear_89" [label="(384,)", style=solid]; +"1925 scale_updated_constant90" -> "1927 mul_tensor_90" [label="(384, 1)", style=solid]; +"1926 compressed_weight_updated_constant90" -> "1927 mul_tensor_90" [label="(384, 384)", style=solid]; +"1927 mul_tensor_90" -> "1929 sub_tensor_90" [label="(384, 384)", style=solid]; +"1928 zero_point_updated_constant90" -> "1929 sub_tensor_90" [label="(384, 1)", style=solid]; +"1929 sub_tensor_90" -> "1930 linear_89" [label="(384, 384)", style=solid]; +"1930 linear_89" -> "1931 dropout_57" [label="(4, 64, 384)", style=solid]; +"1931 dropout_57" -> "1932 view_80" [label="(4, 64, 384)", style=solid]; +"1932 view_80" -> "1933 permute_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1933 permute_67" -> "1934 reshape_66" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1934 reshape_66" -> "1935 slice_218" [label="(1, 16, 16, 384)", style=solid]; +"1935 slice_218" -> "1936 slice_219" [label="(1, 16, 16, 384)", style=solid]; +"1936 slice_219" -> "1937 slice_220" [label="(1, 14, 16, 384)", style=solid]; +"1937 slice_220" -> "1938 slice_221" [label="(1, 14, 14, 384)", style=solid]; +"1938 slice_221" -> "1939 contiguous_27" [label="(1, 14, 14, 384)", style=solid]; +"1939 contiguous_27" -> "1942 layer_norm_31" [label="(1, 14, 14, 384)", style=solid]; +"1940 _param_constant242" -> "1942 layer_norm_31" [label="(384,)", style=solid]; +"1941 _param_constant243" -> "1942 layer_norm_31" [label="(384,)", style=solid]; +"1942 layer_norm_31" -> "1943 add_50" [label="(1, 14, 14, 384)", style=solid]; +"1943 add_50" -> "1944 add_50_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"1943 add_50" -> "1970 add_51" [label="(1, 14, 14, 384)", style=solid]; +"1944 add_50_0_0_nncf_smooth_quant_0" -> "1945 quantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; +"1945 quantize_per_tensor_default_91" -> "1946 dequantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; +"1946 dequantize_per_tensor_default_91" -> "1953 linear_90" [label="(1, 14, 14, 384)", style=solid]; +"1947 _param_constant245_0_0" -> "1953 linear_90" [label="(1536,)", style=solid]; +"1948 scale_updated_constant91" -> "1950 mul_tensor_91" [label="(1536, 1)", style=solid]; +"1949 compressed_weight_updated_constant91" -> "1950 mul_tensor_91" [label="(1536, 384)", style=solid]; +"1950 mul_tensor_91" -> "1952 sub_tensor_91" [label="(1536, 384)", style=solid]; +"1951 zero_point_updated_constant91" -> "1952 sub_tensor_91" [label="(1536, 1)", style=solid]; +"1952 sub_tensor_91" -> "1953 linear_90" [label="(1536, 384)", style=solid]; +"1953 linear_90" -> "1954 gelu_14" [label="(1, 14, 14, 1536)", style=solid]; +"1954 gelu_14" -> "1955 dropout_58" [label="(1, 14, 14, 1536)", style=solid]; +"1955 dropout_58" -> "1956 dropout_58_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1956 dropout_58_0_0_nncf_smooth_quant_0" -> "1957 quantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; +"1957 quantize_per_tensor_default_92" -> "1958 dequantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; +"1958 dequantize_per_tensor_default_92" -> "1965 linear_91" [label="(1, 14, 14, 1536)", style=solid]; +"1959 _param_constant247_0_0" -> "1965 linear_91" [label="(384,)", style=solid]; +"1960 scale_updated_constant92" -> "1962 mul_tensor_92" [label="(384, 1)", style=solid]; +"1961 compressed_weight_updated_constant92" -> "1962 mul_tensor_92" [label="(384, 1536)", style=solid]; +"1962 mul_tensor_92" -> "1964 sub_tensor_92" [label="(384, 1536)", style=solid]; +"1963 zero_point_updated_constant92" -> "1964 sub_tensor_92" [label="(384, 1)", style=solid]; +"1964 sub_tensor_92" -> "1965 linear_91" [label="(384, 1536)", style=solid]; +"1965 linear_91" -> "1966 dropout_59" [label="(1, 14, 14, 384)", style=solid]; +"1966 dropout_59" -> "1969 layer_norm_32" [label="(1, 14, 14, 384)", style=solid]; +"1967 _param_constant248" -> "1969 layer_norm_32" [label="(384,)", style=solid]; +"1968 _param_constant249" -> "1969 layer_norm_32" [label="(384,)", style=solid]; +"1969 layer_norm_32" -> "1970 add_51" [label="(1, 14, 14, 384)", style=solid]; +"1970 add_51" -> "1997 pad_17" [label="(1, 14, 14, 384)", style=solid]; +"1970 add_51" -> "2080 add_54" [label="(1, 14, 14, 384)", style=solid]; +"1971 _tensor_constant93" -> "1972 _tensor_constant93_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"1972 _tensor_constant93_0_0_nncf_smooth_quant_0" -> "1979 linear_92" [label="(1, 15, 15, 2)", style=solid]; +"1973 _param_constant251_0_0" -> "1979 linear_92" [label="(512,)", style=solid]; +"1974 scale_updated_constant93" -> "1976 mul_tensor_93" [label="(512, 1)", style=solid]; +"1975 compressed_weight_updated_constant93" -> "1976 mul_tensor_93" [label="(512, 2)", style=solid]; +"1976 mul_tensor_93" -> "1978 sub_tensor_93" [label="(512, 2)", style=solid]; +"1977 zero_point_updated_constant93" -> "1978 sub_tensor_93" [label="(512, 1)", style=solid]; +"1978 sub_tensor_93" -> "1979 linear_92" [label="(512, 2)", style=solid]; +"1979 linear_92" -> "1980 relu__15" [label="(1, 15, 15, 512)", style=solid]; +"1980 relu__15" -> "1981 relu__15_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"1981 relu__15_0_0_nncf_smooth_quant_0" -> "1987 linear_93" [label="(1, 15, 15, 512)", style=solid]; +"1982 scale_updated_constant94" -> "1984 mul_tensor_94" [label="(12, 1)", style=solid]; +"1983 compressed_weight_updated_constant94" -> "1984 mul_tensor_94" [label="(12, 512)", style=solid]; +"1984 mul_tensor_94" -> "1986 sub_tensor_94" [label="(12, 512)", style=solid]; +"1985 zero_point_updated_constant94" -> "1986 sub_tensor_94" [label="(12, 1)", style=solid]; +"1986 sub_tensor_94" -> "1987 linear_93" [label="(12, 512)", style=solid]; +"1987 linear_93" -> "1988 view_81" [label="(1, 15, 15, 12)", style=solid]; +"1988 view_81" -> "1990 index_15" [label="(225, 12)", style=solid]; +"1989 _tensor_constant94" -> "1990 index_15" [label="(4096,)", style=solid]; +"1990 index_15" -> "1991 view_82" [label="(4096, 12)", style=solid]; +"1991 view_82" -> "1992 permute_68" [label="(64, 64, 12)", style=solid]; +"1992 permute_68" -> "1993 contiguous_28" [label="(12, 64, 64)", style=solid]; +"1993 contiguous_28" -> "1994 unsqueeze_43" [label="(12, 64, 64)", style=solid]; +"1994 unsqueeze_43" -> "1995 sigmoid_15" [label="(1, 12, 64, 64)", style=solid]; +"1995 sigmoid_15" -> "1996 mul_30" [label="(1, 12, 64, 64)", style=solid]; +"1996 mul_30" -> "2035 add_52" [label="(1, 12, 64, 64)", style=solid]; +"1997 pad_17" -> "1998 roll_14" [label="(1, 16, 16, 384)", style=solid]; +"1998 roll_14" -> "1999 view_83" [label="(1, 16, 16, 384)", style=solid]; +"1999 view_83" -> "2000 permute_69" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2000 permute_69" -> "2001 reshape_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"2001 reshape_67" -> "2002 reshape_67_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"2001 reshape_67" -> "2036 new_zeros_7" [label="(4, 64, 384)", style=solid]; +"2002 reshape_67_0_0_nncf_smooth_quant_0" -> "2003 quantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; +"2003 quantize_per_tensor_default_93" -> "2004 dequantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; +"2004 dequantize_per_tensor_default_93" -> "2011 linear_94" [label="(4, 64, 384)", style=solid]; +"2005 _param_constant253_0_0" -> "2011 linear_94" [label="(1152,)", style=solid]; +"2006 scale_updated_constant95" -> "2008 mul_tensor_95" [label="(1152, 1)", style=solid]; +"2007 compressed_weight_updated_constant95" -> "2008 mul_tensor_95" [label="(1152, 384)", style=solid]; +"2008 mul_tensor_95" -> "2010 sub_tensor_95" [label="(1152, 384)", style=solid]; +"2009 zero_point_updated_constant95" -> "2010 sub_tensor_95" [label="(1152, 1)", style=solid]; +"2010 sub_tensor_95" -> "2011 linear_94" [label="(1152, 384)", style=solid]; +"2011 linear_94" -> "2012 reshape_68" [label="(4, 64, 1152)", style=solid]; +"2012 reshape_68" -> "2013 permute_70" [label="(4, 64, 3, 12, 32)", style=solid]; +"2013 permute_70" -> "2014 select_45" [label="(3, 4, 12, 64, 32)", style=solid]; +"2013 permute_70" -> "2015 select_46" [label="(3, 4, 12, 64, 32)", style=solid]; +"2013 permute_70" -> "2016 select_47" [label="(3, 4, 12, 64, 32)", style=solid]; +"2014 select_45" -> "2017 linalg_vector_norm_30" [label="(4, 12, 64, 32)", style=solid]; +"2014 select_45" -> "2019 expand_as_30" [label="(4, 12, 64, 32)", style=solid]; +"2014 select_45" -> "2020 div_30" [label="(4, 12, 64, 32)", style=solid]; +"2015 select_46" -> "2023 linalg_vector_norm_31" [label="(4, 12, 64, 32)", style=solid]; +"2015 select_46" -> "2025 expand_as_31" [label="(4, 12, 64, 32)", style=solid]; +"2015 select_46" -> "2026 div_31" [label="(4, 12, 64, 32)", style=solid]; +"2016 select_47" -> "2054 matmul_31" [label="(4, 12, 64, 32)", style=solid]; +"2017 linalg_vector_norm_30" -> "2018 clamp_min_30" [label="(4, 12, 64, 1)", style=solid]; +"2018 clamp_min_30" -> "2019 expand_as_30" [label="(4, 12, 64, 1)", style=solid]; +"2019 expand_as_30" -> "2020 div_30" [label="(4, 12, 64, 32)", style=solid]; +"2020 div_30" -> "2021 quantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; +"2021 quantize_per_tensor_default_94" -> "2022 dequantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; +"2022 dequantize_per_tensor_default_94" -> "2030 matmul_30" [label="(4, 12, 64, 32)", style=solid]; +"2023 linalg_vector_norm_31" -> "2024 clamp_min_31" [label="(4, 12, 64, 1)", style=solid]; +"2024 clamp_min_31" -> "2025 expand_as_31" [label="(4, 12, 64, 1)", style=solid]; +"2025 expand_as_31" -> "2026 div_31" [label="(4, 12, 64, 32)", style=solid]; +"2026 div_31" -> "2027 quantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; +"2027 quantize_per_tensor_default_95" -> "2028 dequantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; +"2028 dequantize_per_tensor_default_95" -> "2029 transpose_30" [label="(4, 12, 64, 32)", style=solid]; +"2029 transpose_30" -> "2030 matmul_30" [label="(4, 12, 32, 64)", style=solid]; +"2030 matmul_30" -> "2034 mul_31" [label="(4, 12, 64, 64)", style=solid]; +"2031 _param_constant255" -> "2032 clamp_15" [label="(12, 1, 1)", style=solid]; +"2032 clamp_15" -> "2033 exp_15" [label="(12, 1, 1)", style=solid]; +"2033 exp_15" -> "2034 mul_31" [label="(12, 1, 1)", style=solid]; +"2034 mul_31" -> "2035 add_52" [label="(4, 12, 64, 64)", style=solid]; +"2035 add_52" -> "2047 view_85" [label="(4, 12, 64, 64)", style=solid]; +"2036 new_zeros_7" -> "2037 view_84" [label="(16, 16)", style=solid]; +"2037 view_84" -> "2038 permute_71" [label="(2, 8, 2, 8)", style=solid]; +"2038 permute_71" -> "2039 reshape_69" [label="(2, 2, 8, 8)", style=solid]; +"2039 reshape_69" -> "2040 unsqueeze_44" [label="(4, 64)", style=solid]; +"2039 reshape_69" -> "2041 unsqueeze_45" [label="(4, 64)", style=solid]; +"2040 unsqueeze_44" -> "2042 sub_7" [label="(4, 1, 64)", style=solid]; +"2041 unsqueeze_45" -> "2042 sub_7" [label="(4, 64, 1)", style=solid]; +"2042 sub_7" -> "2043 ne_7" [label="(4, 64, 64)", style=solid]; +"2042 sub_7" -> "2044 masked_fill_14" [label="(4, 64, 64)", style=solid]; +"2042 sub_7" -> "2045 eq_7" [label="(4, 64, 64)", style=solid]; +"2043 ne_7" -> "2044 masked_fill_14" [label="(4, 64, 64)", style=solid]; +"2044 masked_fill_14" -> "2046 masked_fill_15" [label="(4, 64, 64)", style=solid]; +"2045 eq_7" -> "2046 masked_fill_15" [label="(4, 64, 64)", style=solid]; +"2046 masked_fill_15" -> "2048 unsqueeze_46" [label="(4, 64, 64)", style=solid]; +"2047 view_85" -> "2050 add_53" [label="(1, 4, 12, 64, 64)", style=solid]; +"2048 unsqueeze_46" -> "2049 unsqueeze_47" [label="(4, 1, 64, 64)", style=solid]; +"2049 unsqueeze_47" -> "2050 add_53" [label="(1, 4, 1, 64, 64)", style=solid]; +"2050 add_53" -> "2051 view_86" [label="(1, 4, 12, 64, 64)", style=solid]; +"2051 view_86" -> "2052 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"2818 add_74" [label="(1, 4, 1, 64, 64)", style=solid]; +"2818 add_74" -> "2819 view_119" [label="(1, 4, 12, 64, 64)", style=solid]; +"2819 view_119" -> "2820 softmax_21" [label="(4, 12, 64, 64)", style=solid]; +"2820 softmax_21" -> "2821 dropout_84" [label="(4, 12, 64, 64)", style=solid]; +"2821 dropout_84" -> "2822 matmul_43" [label="(4, 12, 64, 64)", style=solid]; +"2822 matmul_43" -> "2823 transpose_43" [label="(4, 12, 64, 32)", style=solid]; +"2823 transpose_43" -> "2824 reshape_97" [label="(4, 64, 12, 32)", style=solid]; +"2824 reshape_97" -> "2825 reshape_97_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"2825 reshape_97_0_0_nncf_smooth_quant_0" -> "2826 quantize_per_tensor_default_132" [label="(4, 64, 384)", style=solid]; +"2826 quantize_per_tensor_default_132" -> "2827 dequantize_per_tensor_default_132" [label="(4, 64, 384)", style=solid]; +"2827 dequantize_per_tensor_default_132" -> "2834 linear_131" [label="(4, 64, 384)", style=solid]; +"2828 _param_constant353_0_0" -> "2834 linear_131" [label="(384,)", style=solid]; +"2829 scale_updated_constant132" -> "2831 mul_tensor_132" [label="(384, 1)", style=solid]; +"2830 compressed_weight_updated_constant132" -> "2831 mul_tensor_132" [label="(384, 384)", style=solid]; +"2831 mul_tensor_132" -> "2833 sub_tensor_132" [label="(384, 384)", style=solid]; +"2832 zero_point_updated_constant132" -> "2833 sub_tensor_132" [label="(384, 1)", style=solid]; +"2833 sub_tensor_132" -> "2834 linear_131" [label="(384, 384)", style=solid]; +"2834 linear_131" -> "2835 dropout_85" [label="(4, 64, 384)", style=solid]; +"2835 dropout_85" -> "2836 view_120" [label="(4, 64, 384)", style=solid]; +"2836 view_120" -> "2837 permute_99" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"2837 permute_99" -> "2838 reshape_98" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2838 reshape_98" -> "2839 roll_21" [label="(1, 16, 16, 384)", style=solid]; +"2839 roll_21" -> "2840 slice_325" [label="(1, 16, 16, 384)", style=solid]; +"2840 slice_325" -> "2841 slice_326" [label="(1, 16, 16, 384)", style=solid]; +"2841 slice_326" -> "2842 slice_327" [label="(1, 14, 16, 384)", style=solid]; +"2842 slice_327" -> "2843 slice_328" [label="(1, 14, 14, 384)", style=solid]; +"2843 slice_328" -> "2844 contiguous_41" [label="(1, 14, 14, 384)", style=solid]; +"2844 contiguous_41" -> "2847 layer_norm_45" [label="(1, 14, 14, 384)", style=solid]; +"2845 _param_constant354" -> "2847 layer_norm_45" [label="(384,)", style=solid]; +"2846 _param_constant355" -> "2847 layer_norm_45" [label="(384,)", style=solid]; +"2847 layer_norm_45" -> "2848 add_75" [label="(1, 14, 14, 384)", style=solid]; +"2848 add_75" -> "2849 add_75_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"2848 add_75" -> "2875 add_76" [label="(1, 14, 14, 384)", style=solid]; +"2849 add_75_0_0_nncf_smooth_quant_0" -> "2850 quantize_per_tensor_default_133" [label="(1, 14, 14, 384)", style=solid]; +"2850 quantize_per_tensor_default_133" -> "2851 dequantize_per_tensor_default_133" [label="(1, 14, 14, 384)", style=solid]; +"2851 dequantize_per_tensor_default_133" -> "2858 linear_132" [label="(1, 14, 14, 384)", style=solid]; +"2852 _param_constant357_0_0" -> "2858 linear_132" [label="(1536,)", style=solid]; +"2853 scale_updated_constant133" -> "2855 mul_tensor_133" [label="(1536, 1)", style=solid]; +"2854 compressed_weight_updated_constant133" -> "2855 mul_tensor_133" [label="(1536, 384)", style=solid]; +"2855 mul_tensor_133" -> "2857 sub_tensor_133" [label="(1536, 384)", style=solid]; +"2856 zero_point_updated_constant133" -> "2857 sub_tensor_133" [label="(1536, 1)", style=solid]; +"2857 sub_tensor_133" -> "2858 linear_132" [label="(1536, 384)", style=solid]; +"2858 linear_132" -> "2859 gelu_21" [label="(1, 14, 14, 1536)", style=solid]; +"2859 gelu_21" -> "2860 dropout_86" [label="(1, 14, 14, 1536)", style=solid]; +"2860 dropout_86" -> "2861 dropout_86_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"2861 dropout_86_0_0_nncf_smooth_quant_0" -> "2862 quantize_per_tensor_default_134" [label="(1, 14, 14, 1536)", style=solid]; +"2862 quantize_per_tensor_default_134" -> "2863 dequantize_per_tensor_default_134" [label="(1, 14, 14, 1536)", style=solid]; +"2863 dequantize_per_tensor_default_134" -> "2870 linear_133" [label="(1, 14, 14, 1536)", style=solid]; +"2864 _param_constant359_0_0" -> "2870 linear_133" [label="(384,)", style=solid]; +"2865 scale_updated_constant134" -> "2867 mul_tensor_134" [label="(384, 1)", style=solid]; +"2866 compressed_weight_updated_constant134" -> "2867 mul_tensor_134" [label="(384, 1536)", style=solid]; +"2867 mul_tensor_134" -> "2869 sub_tensor_134" [label="(384, 1536)", style=solid]; +"2868 zero_point_updated_constant134" -> "2869 sub_tensor_134" [label="(384, 1)", style=solid]; +"2869 sub_tensor_134" -> "2870 linear_133" [label="(384, 1536)", style=solid]; +"2870 linear_133" -> "2871 dropout_87" [label="(1, 14, 14, 384)", style=solid]; +"2871 dropout_87" -> "2874 layer_norm_46" [label="(1, 14, 14, 384)", style=solid]; +"2872 _param_constant360" -> "2874 layer_norm_46" [label="(384,)", style=solid]; +"2873 _param_constant361" -> "2874 layer_norm_46" [label="(384,)", style=solid]; +"2874 layer_norm_46" -> "2875 add_76" [label="(1, 14, 14, 384)", style=solid]; +"2875 add_76" -> "2876 pad_24" [label="(1, 14, 14, 384)", style=solid]; +"2876 pad_24" -> "2877 slice_329" [label="(1, 14, 14, 384)", style=solid]; +"2876 pad_24" -> "2880 slice_332" [label="(1, 14, 14, 384)", style=solid]; +"2876 pad_24" -> "2883 slice_335" [label="(1, 14, 14, 384)", style=solid]; +"2876 pad_24" -> "2886 slice_338" [label="(1, 14, 14, 384)", style=solid]; +"2877 slice_329" -> "2878 slice_330" [label="(1, 7, 14, 384)", style=solid]; +"2878 slice_330" -> "2879 slice_331" [label="(1, 7, 7, 384)", style=solid]; +"2879 slice_331" -> "2889 cat_2" [label="(1, 7, 7, 384)", style=solid]; +"2880 slice_332" -> "2881 slice_333" [label="(1, 7, 14, 384)", style=solid]; +"2881 slice_333" -> "2882 slice_334" [label="(1, 7, 7, 384)", style=solid]; +"2882 slice_334" -> "2889 cat_2" [label="(1, 7, 7, 384)", style=solid]; +"2883 slice_335" -> "2884 slice_336" [label="(1, 7, 14, 384)", style=solid]; +"2884 slice_336" -> "2885 slice_337" [label="(1, 7, 7, 384)", style=solid]; +"2885 slice_337" -> "2889 cat_2" [label="(1, 7, 7, 384)", style=solid]; +"2886 slice_338" -> "2887 slice_339" [label="(1, 7, 14, 384)", style=solid]; +"2887 slice_339" -> "2888 slice_340" [label="(1, 7, 7, 384)", style=solid]; +"2888 slice_340" -> "2889 cat_2" [label="(1, 7, 7, 384)", style=solid]; +"2889 cat_2" -> "2890 cat_2_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 1536)", style=solid]; +"2890 cat_2_0_0_nncf_smooth_quant_0" -> "2891 quantize_per_tensor_default_135" [label="(1, 7, 7, 1536)", style=solid]; +"2891 quantize_per_tensor_default_135" -> "2892 dequantize_per_tensor_default_135" [label="(1, 7, 7, 1536)", style=solid]; +"2892 dequantize_per_tensor_default_135" -> "2898 linear_134" [label="(1, 7, 7, 1536)", style=solid]; +"2893 scale_updated_constant135" -> "2895 mul_tensor_135" [label="(768, 1)", style=solid]; +"2894 compressed_weight_updated_constant135" -> "2895 mul_tensor_135" [label="(768, 1536)", style=solid]; +"2895 mul_tensor_135" -> "2897 sub_tensor_135" [label="(768, 1536)", style=solid]; +"2896 zero_point_updated_constant135" -> "2897 sub_tensor_135" [label="(768, 1)", style=solid]; +"2897 sub_tensor_135" -> "2898 linear_134" [label="(768, 1536)", style=solid]; +"2898 linear_134" -> "2901 layer_norm_47" [label="(1, 7, 7, 768)", style=solid]; +"2899 _param_constant363" -> "2901 layer_norm_47" [label="(768,)", style=solid]; +"2900 _param_constant364" -> "2901 layer_norm_47" [label="(768,)", style=solid]; +"2901 layer_norm_47" -> "2928 pad_25" [label="(1, 7, 7, 768)", style=solid]; +"2901 layer_norm_47" -> "2993 add_78" [label="(1, 7, 7, 768)", style=solid]; +"2902 _tensor_constant143" -> "2903 _tensor_constant143_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"2903 _tensor_constant143_0_0_nncf_smooth_quant_0" -> "2910 linear_135" [label="(1, 15, 15, 2)", style=solid]; +"2904 _param_constant366_0_0" -> "2910 linear_135" [label="(512,)", style=solid]; +"2905 scale_updated_constant136" -> "2907 mul_tensor_136" [label="(512, 1)", style=solid]; +"2906 compressed_weight_updated_constant136" -> "2907 mul_tensor_136" [label="(512, 2)", style=solid]; +"2907 mul_tensor_136" -> "2909 sub_tensor_136" [label="(512, 2)", style=solid]; +"2908 zero_point_updated_constant136" -> "2909 sub_tensor_136" [label="(512, 1)", style=solid]; +"2909 sub_tensor_136" -> "2910 linear_135" [label="(512, 2)", style=solid]; +"2910 linear_135" -> "2911 relu__22" [label="(1, 15, 15, 512)", style=solid]; +"2911 relu__22" -> "2912 relu__22_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"2912 relu__22_0_0_nncf_smooth_quant_0" -> "2918 linear_136" [label="(1, 15, 15, 512)", style=solid]; +"2913 scale_updated_constant137" -> "2915 mul_tensor_137" [label="(24, 1)", style=solid]; +"2914 compressed_weight_updated_constant137" -> "2915 mul_tensor_137" [label="(24, 512)", style=solid]; +"2915 mul_tensor_137" -> "2917 sub_tensor_137" [label="(24, 512)", style=solid]; +"2916 zero_point_updated_constant137" -> "2917 sub_tensor_137" [label="(24, 1)", style=solid]; +"2917 sub_tensor_137" -> "2918 linear_136" [label="(24, 512)", style=solid]; +"2918 linear_136" -> "2919 view_121" [label="(1, 15, 15, 24)", style=solid]; +"2919 view_121" -> "2921 index_22" [label="(225, 24)", style=solid]; +"2920 _tensor_constant144" -> "2921 index_22" [label="(4096,)", style=solid]; +"2921 index_22" -> "2922 view_122" [label="(4096, 24)", style=solid]; +"2922 view_122" -> "2923 permute_100" [label="(64, 64, 24)", style=solid]; +"2923 permute_100" -> "2924 contiguous_42" [label="(24, 64, 64)", style=solid]; +"2924 contiguous_42" -> "2925 unsqueeze_66" [label="(24, 64, 64)", style=solid]; +"2925 unsqueeze_66" -> "2926 sigmoid_22" [label="(1, 24, 64, 64)", style=solid]; +"2926 sigmoid_22" -> "2927 mul_44" [label="(1, 24, 64, 64)", style=solid]; +"2927 mul_44" -> "2965 add_77" [label="(1, 24, 64, 64)", style=solid]; +"2928 pad_25" -> "2929 view_123" [label="(1, 8, 8, 768)", style=solid]; +"2929 view_123" -> "2930 permute_101" [label="(1, 1, 8, 1, 8, 768)", style=solid]; +"2930 permute_101" -> "2931 reshape_99" [label="(1, 1, 1, 8, 8, 768)", style=solid]; +"2931 reshape_99" -> "2932 reshape_99_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; +"2932 reshape_99_0_0_nncf_smooth_quant_0" -> "2933 quantize_per_tensor_default_136" [label="(1, 64, 768)", style=solid]; +"2933 quantize_per_tensor_default_136" -> "2934 dequantize_per_tensor_default_136" [label="(1, 64, 768)", style=solid]; +"2934 dequantize_per_tensor_default_136" -> "2941 linear_137" [label="(1, 64, 768)", style=solid]; +"2935 _param_constant368_0_0" -> "2941 linear_137" [label="(2304,)", style=solid]; +"2936 scale_updated_constant138" -> "2938 mul_tensor_138" [label="(2304, 1)", style=solid]; +"2937 compressed_weight_updated_constant138" -> "2938 mul_tensor_138" [label="(2304, 768)", style=solid]; +"2938 mul_tensor_138" -> "2940 sub_tensor_138" [label="(2304, 768)", style=solid]; +"2939 zero_point_updated_constant138" -> "2940 sub_tensor_138" [label="(2304, 1)", style=solid]; +"2940 sub_tensor_138" -> "2941 linear_137" [label="(2304, 768)", style=solid]; +"2941 linear_137" -> "2942 reshape_100" [label="(1, 64, 2304)", style=solid]; +"2942 reshape_100" -> "2943 permute_102" [label="(1, 64, 3, 24, 32)", style=solid]; +"2943 permute_102" -> "2944 select_66" [label="(3, 1, 24, 64, 32)", style=solid]; +"2943 permute_102" -> "2945 select_67" [label="(3, 1, 24, 64, 32)", style=solid]; +"2943 permute_102" -> "2946 select_68" [label="(3, 1, 24, 64, 32)", style=solid]; +"2944 select_66" -> "2947 linalg_vector_norm_44" [label="(1, 24, 64, 32)", style=solid]; +"2944 select_66" -> "2949 expand_as_44" [label="(1, 24, 64, 32)", style=solid]; +"2944 select_66" -> "2950 div_44" [label="(1, 24, 64, 32)", style=solid]; +"2945 select_67" -> "2953 linalg_vector_norm_45" [label="(1, 24, 64, 32)", style=solid]; +"2945 select_67" -> "2955 expand_as_45" [label="(1, 24, 64, 32)", style=solid]; +"2945 select_67" -> "2956 div_45" [label="(1, 24, 64, 32)", style=solid]; +"2946 select_68" -> "2968 matmul_45" [label="(1, 24, 64, 32)", style=solid]; +"2947 linalg_vector_norm_44" -> "2948 clamp_min_44" [label="(1, 24, 64, 1)", style=solid]; +"2948 clamp_min_44" -> "2949 expand_as_44" [label="(1, 24, 64, 1)", style=solid]; +"2949 expand_as_44" -> "2950 div_44" [label="(1, 24, 64, 32)", style=solid]; +"2950 div_44" -> "2951 quantize_per_tensor_default_137" [label="(1, 24, 64, 32)", style=solid]; +"2951 quantize_per_tensor_default_137" -> "2952 dequantize_per_tensor_default_137" [label="(1, 24, 64, 32)", style=solid]; +"2952 dequantize_per_tensor_default_137" -> "2960 matmul_44" [label="(1, 24, 64, 32)", style=solid]; +"2953 linalg_vector_norm_45" -> "2954 clamp_min_45" [label="(1, 24, 64, 1)", style=solid]; +"2954 clamp_min_45" -> "2955 expand_as_45" [label="(1, 24, 64, 1)", style=solid]; +"2955 expand_as_45" -> "2956 div_45" [label="(1, 24, 64, 32)", style=solid]; +"2956 div_45" -> "2957 quantize_per_tensor_default_138" [label="(1, 24, 64, 32)", style=solid]; +"2957 quantize_per_tensor_default_138" -> "2958 dequantize_per_tensor_default_138" [label="(1, 24, 64, 32)", style=solid]; +"2958 dequantize_per_tensor_default_138" -> "2959 transpose_44" [label="(1, 24, 64, 32)", style=solid]; +"2959 transpose_44" -> "2960 matmul_44" [label="(1, 24, 32, 64)", style=solid]; +"2960 matmul_44" -> "2964 mul_45" [label="(1, 24, 64, 64)", style=solid]; +"2961 _param_constant370" -> "2962 clamp_22" [label="(24, 1, 1)", style=solid]; +"2962 clamp_22" -> "2963 exp_22" [label="(24, 1, 1)", style=solid]; +"2963 exp_22" -> "2964 mul_45" [label="(24, 1, 1)", style=solid]; +"2964 mul_45" -> "2965 add_77" [label="(1, 24, 64, 64)", style=solid]; +"2965 add_77" -> "2966 softmax_22" [label="(1, 24, 64, 64)", style=solid]; +"2966 softmax_22" -> "2967 dropout_88" [label="(1, 24, 64, 64)", style=solid]; +"2967 dropout_88" -> "2968 matmul_45" [label="(1, 24, 64, 64)", style=solid]; +"2968 matmul_45" -> "2969 transpose_45" [label="(1, 24, 64, 32)", style=solid]; +"2969 transpose_45" -> "2970 reshape_101" [label="(1, 64, 24, 32)", style=solid]; +"2970 reshape_101" -> "2971 reshape_101_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; +"2971 reshape_101_0_0_nncf_smooth_quant_0" -> "2972 quantize_per_tensor_default_139" [label="(1, 64, 768)", style=solid]; +"2972 quantize_per_tensor_default_139" -> "2973 dequantize_per_tensor_default_139" [label="(1, 64, 768)", style=solid]; +"2973 dequantize_per_tensor_default_139" -> "2980 linear_138" [label="(1, 64, 768)", style=solid]; +"2974 _param_constant372_0_0" -> "2980 linear_138" [label="(768,)", style=solid]; +"2975 scale_updated_constant139" -> "2977 mul_tensor_139" [label="(768, 1)", style=solid]; +"2976 compressed_weight_updated_constant139" -> "2977 mul_tensor_139" [label="(768, 768)", style=solid]; +"2977 mul_tensor_139" -> "2979 sub_tensor_139" [label="(768, 768)", style=solid]; +"2978 zero_point_updated_constant139" -> "2979 sub_tensor_139" [label="(768, 1)", style=solid]; +"2979 sub_tensor_139" -> "2980 linear_138" [label="(768, 768)", style=solid]; +"2980 linear_138" -> "2981 dropout_89" [label="(1, 64, 768)", style=solid]; +"2981 dropout_89" -> "2982 view_124" [label="(1, 64, 768)", style=solid]; +"2982 view_124" -> "2983 permute_103" [label="(1, 1, 1, 8, 8, 768)", style=solid]; +"2983 permute_103" -> "2984 reshape_102" [label="(1, 1, 8, 1, 8, 768)", style=solid]; +"2984 reshape_102" -> "2985 slice_342" [label="(1, 8, 8, 768)", style=solid]; +"2985 slice_342" -> "2986 slice_343" [label="(1, 8, 8, 768)", style=solid]; +"2986 slice_343" -> "2987 slice_344" [label="(1, 7, 8, 768)", style=solid]; +"2987 slice_344" -> "2988 slice_345" [label="(1, 7, 7, 768)", style=solid]; +"2988 slice_345" -> "2989 contiguous_43" [label="(1, 7, 7, 768)", style=solid]; +"2989 contiguous_43" -> "2992 layer_norm_48" [label="(1, 7, 7, 768)", style=solid]; +"2990 _param_constant373" -> "2992 layer_norm_48" [label="(768,)", style=solid]; +"2991 _param_constant374" -> "2992 layer_norm_48" [label="(768,)", style=solid]; +"2992 layer_norm_48" -> "2993 add_78" [label="(1, 7, 7, 768)", style=solid]; +"2993 add_78" -> "2994 add_78_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 768)", style=solid]; +"2993 add_78" -> "3020 add_79" [label="(1, 7, 7, 768)", style=solid]; +"2994 add_78_0_0_nncf_smooth_quant_0" -> "2995 quantize_per_tensor_default_140" [label="(1, 7, 7, 768)", style=solid]; +"2995 quantize_per_tensor_default_140" -> "2996 dequantize_per_tensor_default_140" [label="(1, 7, 7, 768)", style=solid]; +"2996 dequantize_per_tensor_default_140" -> "3003 linear_139" [label="(1, 7, 7, 768)", style=solid]; +"2997 _param_constant376_0_0" -> "3003 linear_139" [label="(3072,)", style=solid]; +"2998 scale_updated_constant140" -> "3000 mul_tensor_140" [label="(3072, 1)", style=solid]; +"2999 compressed_weight_updated_constant140" -> "3000 mul_tensor_140" [label="(3072, 768)", style=solid]; +"3000 mul_tensor_140" -> "3002 sub_tensor_140" [label="(3072, 768)", style=solid]; +"3001 zero_point_updated_constant140" -> "3002 sub_tensor_140" [label="(3072, 1)", style=solid]; +"3002 sub_tensor_140" -> "3003 linear_139" [label="(3072, 768)", style=solid]; +"3003 linear_139" -> "3004 gelu_22" [label="(1, 7, 7, 3072)", style=solid]; +"3004 gelu_22" -> "3005 dropout_90" [label="(1, 7, 7, 3072)", style=solid]; +"3005 dropout_90" -> "3006 dropout_90_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 3072)", style=solid]; +"3006 dropout_90_0_0_nncf_smooth_quant_0" -> "3007 quantize_per_tensor_default_141" [label="(1, 7, 7, 3072)", style=solid]; +"3007 quantize_per_tensor_default_141" -> "3008 dequantize_per_tensor_default_141" [label="(1, 7, 7, 3072)", style=solid]; +"3008 dequantize_per_tensor_default_141" -> "3015 linear_140" [label="(1, 7, 7, 3072)", style=solid]; +"3009 _param_constant378_0_0" -> "3015 linear_140" [label="(768,)", style=solid]; +"3010 scale_updated_constant141" -> "3012 mul_tensor_141" [label="(768, 1)", style=solid]; +"3011 compressed_weight_updated_constant141" -> "3012 mul_tensor_141" [label="(768, 3072)", style=solid]; +"3012 mul_tensor_141" -> "3014 sub_tensor_141" [label="(768, 3072)", style=solid]; +"3013 zero_point_updated_constant141" -> "3014 sub_tensor_141" [label="(768, 1)", style=solid]; +"3014 sub_tensor_141" -> "3015 linear_140" [label="(768, 3072)", style=solid]; +"3015 linear_140" -> "3016 dropout_91" [label="(1, 7, 7, 768)", style=solid]; +"3016 dropout_91" -> "3019 layer_norm_49" [label="(1, 7, 7, 768)", style=solid]; +"3017 _param_constant379" -> "3019 layer_norm_49" [label="(768,)", style=solid]; +"3018 _param_constant380" -> "3019 layer_norm_49" [label="(768,)", style=solid]; +"3019 layer_norm_49" -> "3020 add_79" [label="(1, 7, 7, 768)", style=solid]; +"3020 add_79" -> "3047 pad_26" [label="(1, 7, 7, 768)", style=solid]; +"3020 add_79" -> "3112 add_81" [label="(1, 7, 7, 768)", style=solid]; +"3021 _tensor_constant145" -> "3022 _tensor_constant145_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"3022 _tensor_constant145_0_0_nncf_smooth_quant_0" -> "3029 linear_141" [label="(1, 15, 15, 2)", style=solid]; +"3023 _param_constant382_0_0" -> "3029 linear_141" [label="(512,)", style=solid]; +"3024 scale_updated_constant142" -> "3026 mul_tensor_142" [label="(512, 1)", style=solid]; +"3025 compressed_weight_updated_constant142" -> "3026 mul_tensor_142" [label="(512, 2)", style=solid]; +"3026 mul_tensor_142" -> "3028 sub_tensor_142" [label="(512, 2)", style=solid]; +"3027 zero_point_updated_constant142" -> "3028 sub_tensor_142" [label="(512, 1)", style=solid]; +"3028 sub_tensor_142" -> "3029 linear_141" [label="(512, 2)", style=solid]; +"3029 linear_141" -> "3030 relu__23" [label="(1, 15, 15, 512)", style=solid]; +"3030 relu__23" -> "3031 relu__23_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"3031 relu__23_0_0_nncf_smooth_quant_0" -> "3037 linear_142" [label="(1, 15, 15, 512)", style=solid]; +"3032 scale_updated_constant143" -> "3034 mul_tensor_143" [label="(24, 1)", style=solid]; +"3033 compressed_weight_updated_constant143" -> "3034 mul_tensor_143" [label="(24, 512)", style=solid]; +"3034 mul_tensor_143" -> "3036 sub_tensor_143" [label="(24, 512)", style=solid]; +"3035 zero_point_updated_constant143" -> "3036 sub_tensor_143" [label="(24, 1)", style=solid]; +"3036 sub_tensor_143" -> "3037 linear_142" [label="(24, 512)", style=solid]; +"3037 linear_142" -> "3038 view_125" [label="(1, 15, 15, 24)", style=solid]; +"3038 view_125" -> "3040 index_23" [label="(225, 24)", style=solid]; +"3039 _tensor_constant146" -> "3040 index_23" [label="(4096,)", style=solid]; +"3040 index_23" -> "3041 view_126" [label="(4096, 24)", style=solid]; +"3041 view_126" -> "3042 permute_104" [label="(64, 64, 24)", style=solid]; +"3042 permute_104" -> "3043 contiguous_44" [label="(24, 64, 64)", style=solid]; +"3043 contiguous_44" -> "3044 unsqueeze_67" [label="(24, 64, 64)", style=solid]; +"3044 unsqueeze_67" -> "3045 sigmoid_23" [label="(1, 24, 64, 64)", style=solid]; +"3045 sigmoid_23" -> "3046 mul_46" [label="(1, 24, 64, 64)", style=solid]; +"3046 mul_46" -> "3084 add_80" [label="(1, 24, 64, 64)", style=solid]; +"3047 pad_26" -> "3048 view_127" [label="(1, 8, 8, 768)", style=solid]; +"3048 view_127" -> "3049 permute_105" [label="(1, 1, 8, 1, 8, 768)", style=solid]; +"3049 permute_105" -> "3050 reshape_103" [label="(1, 1, 1, 8, 8, 768)", style=solid]; +"3050 reshape_103" -> "3051 reshape_103_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; +"3051 reshape_103_0_0_nncf_smooth_quant_0" -> "3052 quantize_per_tensor_default_142" [label="(1, 64, 768)", style=solid]; +"3052 quantize_per_tensor_default_142" -> "3053 dequantize_per_tensor_default_142" [label="(1, 64, 768)", style=solid]; +"3053 dequantize_per_tensor_default_142" -> "3060 linear_143" [label="(1, 64, 768)", style=solid]; +"3054 _param_constant384_0_0" -> "3060 linear_143" [label="(2304,)", style=solid]; +"3055 scale_updated_constant144" -> "3057 mul_tensor_144" [label="(2304, 1)", style=solid]; +"3056 compressed_weight_updated_constant144" -> "3057 mul_tensor_144" [label="(2304, 768)", style=solid]; +"3057 mul_tensor_144" -> "3059 sub_tensor_144" [label="(2304, 768)", style=solid]; +"3058 zero_point_updated_constant144" -> "3059 sub_tensor_144" [label="(2304, 1)", style=solid]; +"3059 sub_tensor_144" -> "3060 linear_143" [label="(2304, 768)", style=solid]; +"3060 linear_143" -> "3061 reshape_104" [label="(1, 64, 2304)", style=solid]; +"3061 reshape_104" -> "3062 permute_106" [label="(1, 64, 3, 24, 32)", style=solid]; +"3062 permute_106" -> "3063 select_69" [label="(3, 1, 24, 64, 32)", style=solid]; +"3062 permute_106" -> "3064 select_70" [label="(3, 1, 24, 64, 32)", style=solid]; +"3062 permute_106" -> "3065 select_71" [label="(3, 1, 24, 64, 32)", style=solid]; +"3063 select_69" -> "3066 linalg_vector_norm_46" [label="(1, 24, 64, 32)", style=solid]; +"3063 select_69" -> "3068 expand_as_46" [label="(1, 24, 64, 32)", style=solid]; +"3063 select_69" -> "3069 div_46" [label="(1, 24, 64, 32)", style=solid]; +"3064 select_70" -> "3072 linalg_vector_norm_47" [label="(1, 24, 64, 32)", style=solid]; +"3064 select_70" -> "3074 expand_as_47" [label="(1, 24, 64, 32)", style=solid]; +"3064 select_70" -> "3075 div_47" [label="(1, 24, 64, 32)", style=solid]; +"3065 select_71" -> "3087 matmul_47" [label="(1, 24, 64, 32)", style=solid]; +"3066 linalg_vector_norm_46" -> "3067 clamp_min_46" [label="(1, 24, 64, 1)", style=solid]; +"3067 clamp_min_46" -> "3068 expand_as_46" [label="(1, 24, 64, 1)", style=solid]; +"3068 expand_as_46" -> "3069 div_46" [label="(1, 24, 64, 32)", style=solid]; +"3069 div_46" -> "3070 quantize_per_tensor_default_143" [label="(1, 24, 64, 32)", style=solid]; +"3070 quantize_per_tensor_default_143" -> "3071 dequantize_per_tensor_default_143" [label="(1, 24, 64, 32)", style=solid]; +"3071 dequantize_per_tensor_default_143" -> "3079 matmul_46" [label="(1, 24, 64, 32)", style=solid]; +"3072 linalg_vector_norm_47" -> "3073 clamp_min_47" [label="(1, 24, 64, 1)", style=solid]; +"3073 clamp_min_47" -> "3074 expand_as_47" [label="(1, 24, 64, 1)", style=solid]; +"3074 expand_as_47" -> "3075 div_47" [label="(1, 24, 64, 32)", style=solid]; +"3075 div_47" -> "3076 quantize_per_tensor_default_144" [label="(1, 24, 64, 32)", style=solid]; +"3076 quantize_per_tensor_default_144" -> "3077 dequantize_per_tensor_default_144" [label="(1, 24, 64, 32)", style=solid]; +"3077 dequantize_per_tensor_default_144" -> "3078 transpose_46" [label="(1, 24, 64, 32)", style=solid]; +"3078 transpose_46" -> "3079 matmul_46" [label="(1, 24, 32, 64)", style=solid]; +"3079 matmul_46" -> "3083 mul_47" [label="(1, 24, 64, 64)", style=solid]; +"3080 _param_constant386" -> "3081 clamp_23" [label="(24, 1, 1)", style=solid]; +"3081 clamp_23" -> "3082 exp_23" [label="(24, 1, 1)", style=solid]; +"3082 exp_23" -> "3083 mul_47" [label="(24, 1, 1)", style=solid]; +"3083 mul_47" -> "3084 add_80" [label="(1, 24, 64, 64)", style=solid]; +"3084 add_80" -> "3085 softmax_23" [label="(1, 24, 64, 64)", style=solid]; +"3085 softmax_23" -> "3086 dropout_92" [label="(1, 24, 64, 64)", style=solid]; +"3086 dropout_92" -> "3087 matmul_47" [label="(1, 24, 64, 64)", style=solid]; +"3087 matmul_47" -> "3088 transpose_47" [label="(1, 24, 64, 32)", style=solid]; +"3088 transpose_47" -> "3089 reshape_105" [label="(1, 64, 24, 32)", style=solid]; +"3089 reshape_105" -> "3090 reshape_105_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; +"3090 reshape_105_0_0_nncf_smooth_quant_0" -> "3091 quantize_per_tensor_default_145" [label="(1, 64, 768)", style=solid]; +"3091 quantize_per_tensor_default_145" -> "3092 dequantize_per_tensor_default_145" [label="(1, 64, 768)", style=solid]; +"3092 dequantize_per_tensor_default_145" -> "3099 linear_144" [label="(1, 64, 768)", style=solid]; +"3093 _param_constant388_0_0" -> "3099 linear_144" [label="(768,)", style=solid]; +"3094 scale_updated_constant145" -> "3096 mul_tensor_145" [label="(768, 1)", style=solid]; +"3095 compressed_weight_updated_constant145" -> "3096 mul_tensor_145" [label="(768, 768)", style=solid]; +"3096 mul_tensor_145" -> "3098 sub_tensor_145" [label="(768, 768)", style=solid]; +"3097 zero_point_updated_constant145" -> "3098 sub_tensor_145" [label="(768, 1)", style=solid]; +"3098 sub_tensor_145" -> "3099 linear_144" [label="(768, 768)", style=solid]; +"3099 linear_144" -> "3100 dropout_93" [label="(1, 64, 768)", style=solid]; +"3100 dropout_93" -> "3101 view_128" [label="(1, 64, 768)", style=solid]; +"3101 view_128" -> "3102 permute_107" [label="(1, 1, 1, 8, 8, 768)", style=solid]; +"3102 permute_107" -> "3103 reshape_106" [label="(1, 1, 8, 1, 8, 768)", style=solid]; +"3103 reshape_106" -> "3104 slice_347" [label="(1, 8, 8, 768)", style=solid]; +"3104 slice_347" -> "3105 slice_348" [label="(1, 8, 8, 768)", style=solid]; +"3105 slice_348" -> "3106 slice_349" [label="(1, 7, 8, 768)", style=solid]; +"3106 slice_349" -> "3107 slice_350" [label="(1, 7, 7, 768)", style=solid]; +"3107 slice_350" -> "3108 contiguous_45" [label="(1, 7, 7, 768)", style=solid]; +"3108 contiguous_45" -> "3111 layer_norm_50" [label="(1, 7, 7, 768)", style=solid]; +"3109 _param_constant389" -> "3111 layer_norm_50" [label="(768,)", style=solid]; +"3110 _param_constant390" -> "3111 layer_norm_50" [label="(768,)", style=solid]; +"3111 layer_norm_50" -> "3112 add_81" [label="(1, 7, 7, 768)", style=solid]; +"3112 add_81" -> "3113 add_81_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 768)", style=solid]; +"3112 add_81" -> "3139 add_82" [label="(1, 7, 7, 768)", style=solid]; +"3113 add_81_0_0_nncf_smooth_quant_0" -> "3114 quantize_per_tensor_default_146" [label="(1, 7, 7, 768)", style=solid]; +"3114 quantize_per_tensor_default_146" -> "3115 dequantize_per_tensor_default_146" [label="(1, 7, 7, 768)", style=solid]; +"3115 dequantize_per_tensor_default_146" -> "3122 linear_145" [label="(1, 7, 7, 768)", style=solid]; +"3116 _param_constant392_0_0" -> "3122 linear_145" [label="(3072,)", style=solid]; +"3117 scale_updated_constant146" -> "3119 mul_tensor_146" [label="(3072, 1)", style=solid]; +"3118 compressed_weight_updated_constant146" -> "3119 mul_tensor_146" [label="(3072, 768)", style=solid]; +"3119 mul_tensor_146" -> "3121 sub_tensor_146" [label="(3072, 768)", style=solid]; +"3120 zero_point_updated_constant146" -> "3121 sub_tensor_146" [label="(3072, 1)", style=solid]; +"3121 sub_tensor_146" -> "3122 linear_145" [label="(3072, 768)", style=solid]; +"3122 linear_145" -> "3123 gelu_23" [label="(1, 7, 7, 3072)", style=solid]; +"3123 gelu_23" -> "3124 dropout_94" [label="(1, 7, 7, 3072)", style=solid]; +"3124 dropout_94" -> "3125 dropout_94_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 3072)", style=solid]; +"3125 dropout_94_0_0_nncf_smooth_quant_0" -> "3126 quantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; +"3126 quantize_per_tensor_default_147" -> "3127 dequantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; +"3127 dequantize_per_tensor_default_147" -> "3134 linear_146" [label="(1, 7, 7, 3072)", style=solid]; +"3128 _param_constant394_0_0" -> "3134 linear_146" [label="(768,)", style=solid]; +"3129 scale_updated_constant147" -> "3131 mul_tensor_147" [label="(768, 1)", style=solid]; +"3130 compressed_weight_updated_constant147" -> "3131 mul_tensor_147" [label="(768, 3072)", style=solid]; +"3131 mul_tensor_147" -> "3133 sub_tensor_147" [label="(768, 3072)", style=solid]; +"3132 zero_point_updated_constant147" -> "3133 sub_tensor_147" [label="(768, 1)", style=solid]; +"3133 sub_tensor_147" -> "3134 linear_146" [label="(768, 3072)", style=solid]; +"3134 linear_146" -> "3135 dropout_95" [label="(1, 7, 7, 768)", style=solid]; +"3135 dropout_95" -> "3138 layer_norm_51" [label="(1, 7, 7, 768)", style=solid]; +"3136 _param_constant395" -> "3138 layer_norm_51" [label="(768,)", style=solid]; +"3137 _param_constant396" -> "3138 layer_norm_51" [label="(768,)", style=solid]; +"3138 layer_norm_51" -> "3139 add_82" [label="(1, 7, 7, 768)", style=solid]; +"3139 add_82" -> "3142 layer_norm_52" [label="(1, 7, 7, 768)", style=solid]; +"3140 _param_constant397" -> "3142 layer_norm_52" [label="(768,)", style=solid]; +"3141 _param_constant398" -> "3142 layer_norm_52" [label="(768,)", style=solid]; +"3142 layer_norm_52" -> "3143 permute_108" [label="(1, 7, 7, 768)", style=solid]; +"3143 permute_108" -> "3144 adaptive_avg_pool2d" [label="(1, 768, 7, 7)", style=solid]; +"3144 adaptive_avg_pool2d" -> "3145 flatten" [label="(1, 768, 1, 1)", style=solid]; +"3145 flatten" -> "3146 flatten_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; +"3146 flatten_0_0_nncf_smooth_quant_0" -> "3147 quantize_per_tensor_default_148" [label="(1, 768)", style=solid]; +"3147 quantize_per_tensor_default_148" -> "3148 dequantize_per_tensor_default_148" [label="(1, 768)", style=solid]; +"3148 dequantize_per_tensor_default_148" -> "3155 linear_147" [label="(1, 768)", style=solid]; +"3149 _param_constant400_0_0" -> "3155 linear_147" [label="(1000,)", style=solid]; +"3150 scale_updated_constant148" -> "3152 mul_tensor_148" [label="(1000, 1)", style=solid]; +"3151 compressed_weight_updated_constant148" -> "3152 mul_tensor_148" [label="(1000, 768)", style=solid]; +"3152 mul_tensor_148" -> "3154 sub_tensor_148" [label="(1000, 768)", style=solid]; +"3153 zero_point_updated_constant148" -> "3154 sub_tensor_148" [label="(1000, 1)", style=solid]; +"3154 sub_tensor_148" -> "3155 linear_147" [label="(1000, 768)", style=solid]; +"3155 linear_147" -> "3156 output" [label="(1, 1000)", style=solid]; } diff --git a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/synthetic_transformer.dot b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/synthetic_transformer.dot index e8fa9c9bac1..c7cfb557bc6 100644 --- a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/synthetic_transformer.dot +++ b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/synthetic_transformer.dot @@ -2,20 +2,20 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 _param_constant0" [id=1, type=get_attr]; "2 embedding" [id=2, type=embedding]; -"3 _param_constant2" [id=3, type=get_attr]; -"4 embedding_0_0_nncf_smooth_quant_0" [id=4, type=call_module]; -"5 quantize_per_tensor_default" [id=5, type=quantize_per_tensor]; -"6 dequantize_per_tensor_default" [id=6, type=dequantize_per_tensor]; +"3 embedding_0_0_nncf_smooth_quant_0" [id=3, type=call_module]; +"4 quantize_per_tensor_default" [id=4, type=quantize_per_tensor]; +"5 dequantize_per_tensor_default" [id=5, type=dequantize_per_tensor]; +"6 _param_constant2_0_0" [id=6, type=get_attr]; "7 scale_updated_constant0" [id=7, type=get_attr]; "8 compressed_weight_updated_constant0" [id=8, type=get_attr]; "9 mul_tensor" [id=9, type=mul]; "10 zero_point_updated_constant0" [id=10, type=get_attr]; "11 sub_tensor" [id=11, type=sub]; "12 linear" [id=12, type=linear]; -"13 _param_constant4" [id=13, type=get_attr]; -"14 linear_0_0_nncf_smooth_quant_0" [id=14, type=call_module]; -"15 quantize_per_tensor_default_1" [id=15, type=quantize_per_tensor]; -"16 dequantize_per_tensor_default_1" [id=16, type=dequantize_per_tensor]; +"13 add_tensor_0_0_nncf_smooth_quant_0" [id=13, type=call_module]; +"14 quantize_per_tensor_default_1" [id=14, type=quantize_per_tensor]; +"15 dequantize_per_tensor_default_1" [id=15, type=dequantize_per_tensor]; +"16 _param_constant4_0_0" [id=16, type=get_attr]; "17 scale_updated_constant1" [id=17, type=get_attr]; "18 compressed_weight_updated_constant1" [id=18, type=get_attr]; "19 mul_tensor_1" [id=19, type=mul]; @@ -25,21 +25,21 @@ strict digraph { "23 output" [id=23, type=output]; "0 arg0_1" -> "2 embedding" [label="(5,)", style=solid]; "1 _param_constant0" -> "2 embedding" [label="(10, 5)", style=solid]; -"2 embedding" -> "4 embedding_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; -"3 _param_constant2" -> "12 linear" [label="(5,)", style=solid]; -"4 embedding_0_0_nncf_smooth_quant_0" -> "5 quantize_per_tensor_default" [label="(5, 5)", style=solid]; -"5 quantize_per_tensor_default" -> "6 dequantize_per_tensor_default" [label="(5, 5)", style=solid]; -"6 dequantize_per_tensor_default" -> "12 linear" [label="(5, 5)", style=solid]; +"2 embedding" -> "3 embedding_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; +"3 embedding_0_0_nncf_smooth_quant_0" -> "4 quantize_per_tensor_default" [label="(5, 5)", style=solid]; +"4 quantize_per_tensor_default" -> "5 dequantize_per_tensor_default" [label="(5, 5)", style=solid]; +"5 dequantize_per_tensor_default" -> "12 linear" [label="(5, 5)", style=solid]; +"6 _param_constant2_0_0" -> "12 linear" [label="(5,)", style=solid]; "7 scale_updated_constant0" -> "9 mul_tensor" [label="(5, 1)", style=solid]; "8 compressed_weight_updated_constant0" -> "9 mul_tensor" [label="(5, 5)", style=solid]; "9 mul_tensor" -> "11 sub_tensor" [label="(5, 5)", style=solid]; "10 zero_point_updated_constant0" -> "11 sub_tensor" [label="(5, 1)", style=solid]; "11 sub_tensor" -> "12 linear" [label="(5, 5)", style=solid]; -"12 linear" -> "14 linear_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; -"13 _param_constant4" -> "22 linear_1" [label="(10,)", style=solid]; -"14 linear_0_0_nncf_smooth_quant_0" -> "15 quantize_per_tensor_default_1" [label="(5, 5)", style=solid]; -"15 quantize_per_tensor_default_1" -> "16 dequantize_per_tensor_default_1" [label="(5, 5)", style=solid]; -"16 dequantize_per_tensor_default_1" -> "22 linear_1" [label="(5, 5)", style=solid]; +"12 linear" -> "13 add_tensor_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; +"13 add_tensor_0_0_nncf_smooth_quant_0" -> "14 quantize_per_tensor_default_1" [label="(5, 5)", style=solid]; +"14 quantize_per_tensor_default_1" -> "15 dequantize_per_tensor_default_1" [label="(5, 5)", style=solid]; +"15 dequantize_per_tensor_default_1" -> "22 linear_1" [label="(5, 5)", style=solid]; +"16 _param_constant4_0_0" -> "22 linear_1" [label="(10,)", style=solid]; "17 scale_updated_constant1" -> "19 mul_tensor_1" [label="(10, 1)", style=solid]; "18 compressed_weight_updated_constant1" -> "19 mul_tensor_1" [label="(10, 5)", style=solid]; "19 mul_tensor_1" -> "21 sub_tensor_1" [label="(10, 5)", style=solid]; diff --git a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/unet.dot b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/unet.dot index 11c69496334..32bfa0b2e6f 100644 --- a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/unet.dot +++ b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/unet.dot @@ -2,7 +2,7 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default_8" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default_12" [id=2, type=dequantize_per_tensor]; -"3 _param_constant1" [id=3, type=get_attr]; +"3 _param_constant1_0_0" [id=3, type=get_attr]; "4 scale_updated_constant0" [id=4, type=get_attr]; "5 compressed_weight_updated_constant0" [id=5, type=get_attr]; "6 mul_tensor" [id=6, type=mul]; @@ -12,7 +12,7 @@ strict digraph { "10 relu" [id=10, type=relu]; "11 quantize_per_tensor_default_9" [id=11, type=quantize_per_tensor]; "12 dequantize_per_tensor_default_13" [id=12, type=dequantize_per_tensor]; -"13 _param_constant5" [id=13, type=get_attr]; +"13 _param_constant5_0_0" [id=13, type=get_attr]; "14 scale_updated_constant1" [id=14, type=get_attr]; "15 compressed_weight_updated_constant1" [id=15, type=get_attr]; "16 mul_tensor_1" [id=16, type=mul]; @@ -24,7 +24,7 @@ strict digraph { "22 dequantize_per_tensor_default_1" [id=22, type=dequantize_per_tensor]; "23 dequantize_per_tensor_default" [id=23, type=dequantize_per_tensor]; "24 max_pool2d" [id=24, type=max_pool2d]; -"25 _param_constant9" [id=25, type=get_attr]; +"25 _param_constant9_0_0" [id=25, type=get_attr]; "26 scale_updated_constant2" [id=26, type=get_attr]; "27 compressed_weight_updated_constant2" [id=27, type=get_attr]; "28 mul_tensor_2" [id=28, type=mul]; @@ -34,7 +34,7 @@ strict digraph { "32 relu_2" [id=32, type=relu]; "33 quantize_per_tensor_default_10" [id=33, type=quantize_per_tensor]; "34 dequantize_per_tensor_default_14" [id=34, type=dequantize_per_tensor]; -"35 _param_constant13" [id=35, type=get_attr]; +"35 _param_constant13_0_0" [id=35, type=get_attr]; "36 scale_updated_constant3" [id=36, type=get_attr]; "37 compressed_weight_updated_constant3" [id=37, type=get_attr]; "38 mul_tensor_3" [id=38, type=mul]; @@ -46,7 +46,7 @@ strict digraph { "44 dequantize_per_tensor_default_5" [id=44, type=dequantize_per_tensor]; "45 dequantize_per_tensor_default_4" [id=45, type=dequantize_per_tensor]; "46 max_pool2d_1" [id=46, type=max_pool2d]; -"47 _param_constant17" [id=47, type=get_attr]; +"47 _param_constant17_0_0" [id=47, type=get_attr]; "48 scale_updated_constant4" [id=48, type=get_attr]; "49 compressed_weight_updated_constant4" [id=49, type=get_attr]; "50 mul_tensor_4" [id=50, type=mul]; @@ -56,7 +56,7 @@ strict digraph { "54 relu_4" [id=54, type=relu]; "55 quantize_per_tensor_default_11" [id=55, type=quantize_per_tensor]; "56 dequantize_per_tensor_default_15" [id=56, type=dequantize_per_tensor]; -"57 _param_constant21" [id=57, type=get_attr]; +"57 _param_constant21_0_0" [id=57, type=get_attr]; "58 scale_updated_constant5" [id=58, type=get_attr]; "59 compressed_weight_updated_constant5" [id=59, type=get_attr]; "60 mul_tensor_5" [id=60, type=mul]; @@ -68,7 +68,7 @@ strict digraph { "66 dequantize_per_tensor_default_7" [id=66, type=dequantize_per_tensor]; "67 dequantize_per_tensor_default_6" [id=67, type=dequantize_per_tensor]; "68 max_pool2d_2" [id=68, type=max_pool2d]; -"69 _param_constant25" [id=69, type=get_attr]; +"69 _param_constant25_0_0" [id=69, type=get_attr]; "70 scale_updated_constant6" [id=70, type=get_attr]; "71 compressed_weight_updated_constant6" [id=71, type=get_attr]; "72 mul_tensor_6" [id=72, type=mul]; @@ -78,7 +78,7 @@ strict digraph { "76 relu_6" [id=76, type=relu]; "77 quantize_per_tensor_default_12" [id=77, type=quantize_per_tensor]; "78 dequantize_per_tensor_default_16" [id=78, type=dequantize_per_tensor]; -"79 _param_constant29" [id=79, type=get_attr]; +"79 _param_constant29_0_0" [id=79, type=get_attr]; "80 scale_updated_constant7" [id=80, type=get_attr]; "81 compressed_weight_updated_constant7" [id=81, type=get_attr]; "82 mul_tensor_7" [id=82, type=mul]; @@ -90,7 +90,7 @@ strict digraph { "88 dequantize_per_tensor_default_11" [id=88, type=dequantize_per_tensor]; "89 dequantize_per_tensor_default_10" [id=89, type=dequantize_per_tensor]; "90 max_pool2d_3" [id=90, type=max_pool2d]; -"91 _param_constant33" [id=91, type=get_attr]; +"91 _param_constant33_0_0" [id=91, type=get_attr]; "92 scale_updated_constant8" [id=92, type=get_attr]; "93 compressed_weight_updated_constant8" [id=93, type=get_attr]; "94 mul_tensor_8" [id=94, type=mul]; @@ -100,7 +100,7 @@ strict digraph { "98 relu_8" [id=98, type=relu]; "99 quantize_per_tensor_default_13" [id=99, type=quantize_per_tensor]; "100 dequantize_per_tensor_default_17" [id=100, type=dequantize_per_tensor]; -"101 _param_constant37" [id=101, type=get_attr]; +"101 _param_constant37_0_0" [id=101, type=get_attr]; "102 scale_updated_constant9" [id=102, type=get_attr]; "103 compressed_weight_updated_constant9" [id=103, type=get_attr]; "104 mul_tensor_9" [id=104, type=mul]; @@ -110,7 +110,7 @@ strict digraph { "108 relu_9" [id=108, type=relu]; "109 quantize_per_tensor_default_14" [id=109, type=quantize_per_tensor]; "110 dequantize_per_tensor_default_18" [id=110, type=dequantize_per_tensor]; -"111 _param_constant41" [id=111, type=get_attr]; +"111 _param_constant41_0_0" [id=111, type=get_attr]; "112 scale_updated_constant10" [id=112, type=get_attr]; "113 compressed_weight_updated_constant10" [id=113, type=get_attr]; "114 mul_tensor_10" [id=114, type=mul]; @@ -124,7 +124,7 @@ strict digraph { "122 slice_3" [id=122, type=slice]; "123 slice_4" [id=123, type=slice]; "124 cat" [id=124, type=cat]; -"125 _param_constant43" [id=125, type=get_attr]; +"125 _param_constant43_0_0" [id=125, type=get_attr]; "126 scale_updated_constant11" [id=126, type=get_attr]; "127 compressed_weight_updated_constant11" [id=127, type=get_attr]; "128 mul_tensor_11" [id=128, type=mul]; @@ -134,7 +134,7 @@ strict digraph { "132 relu_10" [id=132, type=relu]; "133 quantize_per_tensor_default_15" [id=133, type=quantize_per_tensor]; "134 dequantize_per_tensor_default_19" [id=134, type=dequantize_per_tensor]; -"135 _param_constant47" [id=135, type=get_attr]; +"135 _param_constant47_0_0" [id=135, type=get_attr]; "136 scale_updated_constant12" [id=136, type=get_attr]; "137 compressed_weight_updated_constant12" [id=137, type=get_attr]; "138 mul_tensor_12" [id=138, type=mul]; @@ -144,7 +144,7 @@ strict digraph { "142 relu_11" [id=142, type=relu]; "143 quantize_per_tensor_default_16" [id=143, type=quantize_per_tensor]; "144 dequantize_per_tensor_default_20" [id=144, type=dequantize_per_tensor]; -"145 _param_constant51" [id=145, type=get_attr]; +"145 _param_constant51_0_0" [id=145, type=get_attr]; "146 scale_updated_constant13" [id=146, type=get_attr]; "147 compressed_weight_updated_constant13" [id=147, type=get_attr]; "148 mul_tensor_13" [id=148, type=mul]; @@ -158,7 +158,7 @@ strict digraph { "156 slice_7" [id=156, type=slice]; "157 slice_8" [id=157, type=slice]; "158 cat_1" [id=158, type=cat]; -"159 _param_constant53" [id=159, type=get_attr]; +"159 _param_constant53_0_0" [id=159, type=get_attr]; "160 scale_updated_constant14" [id=160, type=get_attr]; "161 compressed_weight_updated_constant14" [id=161, type=get_attr]; "162 mul_tensor_14" [id=162, type=mul]; @@ -168,7 +168,7 @@ strict digraph { "166 relu_12" [id=166, type=relu]; "167 quantize_per_tensor_default_17" [id=167, type=quantize_per_tensor]; "168 dequantize_per_tensor_default_21" [id=168, type=dequantize_per_tensor]; -"169 _param_constant57" [id=169, type=get_attr]; +"169 _param_constant57_0_0" [id=169, type=get_attr]; "170 scale_updated_constant15" [id=170, type=get_attr]; "171 compressed_weight_updated_constant15" [id=171, type=get_attr]; "172 mul_tensor_15" [id=172, type=mul]; @@ -178,7 +178,7 @@ strict digraph { "176 relu_13" [id=176, type=relu]; "177 quantize_per_tensor_default_18" [id=177, type=quantize_per_tensor]; "178 dequantize_per_tensor_default_22" [id=178, type=dequantize_per_tensor]; -"179 _param_constant61" [id=179, type=get_attr]; +"179 _param_constant61_0_0" [id=179, type=get_attr]; "180 scale_updated_constant16" [id=180, type=get_attr]; "181 compressed_weight_updated_constant16" [id=181, type=get_attr]; "182 mul_tensor_16" [id=182, type=mul]; @@ -192,7 +192,7 @@ strict digraph { "190 slice_11" [id=190, type=slice]; "191 slice_12" [id=191, type=slice]; "192 cat_2" [id=192, type=cat]; -"193 _param_constant63" [id=193, type=get_attr]; +"193 _param_constant63_0_0" [id=193, type=get_attr]; "194 scale_updated_constant17" [id=194, type=get_attr]; "195 compressed_weight_updated_constant17" [id=195, type=get_attr]; "196 mul_tensor_17" [id=196, type=mul]; @@ -202,7 +202,7 @@ strict digraph { "200 relu_14" [id=200, type=relu]; "201 quantize_per_tensor_default_19" [id=201, type=quantize_per_tensor]; "202 dequantize_per_tensor_default_23" [id=202, type=dequantize_per_tensor]; -"203 _param_constant67" [id=203, type=get_attr]; +"203 _param_constant67_0_0" [id=203, type=get_attr]; "204 scale_updated_constant18" [id=204, type=get_attr]; "205 compressed_weight_updated_constant18" [id=205, type=get_attr]; "206 mul_tensor_18" [id=206, type=mul]; @@ -212,7 +212,7 @@ strict digraph { "210 relu_15" [id=210, type=relu]; "211 quantize_per_tensor_default_20" [id=211, type=quantize_per_tensor]; "212 dequantize_per_tensor_default_24" [id=212, type=dequantize_per_tensor]; -"213 _param_constant71" [id=213, type=get_attr]; +"213 _param_constant71_0_0" [id=213, type=get_attr]; "214 scale_updated_constant19" [id=214, type=get_attr]; "215 compressed_weight_updated_constant19" [id=215, type=get_attr]; "216 mul_tensor_19" [id=216, type=mul]; @@ -226,7 +226,7 @@ strict digraph { "224 slice_15" [id=224, type=slice]; "225 slice_16" [id=225, type=slice]; "226 cat_3" [id=226, type=cat]; -"227 _param_constant73" [id=227, type=get_attr]; +"227 _param_constant73_0_0" [id=227, type=get_attr]; "228 scale_updated_constant20" [id=228, type=get_attr]; "229 compressed_weight_updated_constant20" [id=229, type=get_attr]; "230 mul_tensor_20" [id=230, type=mul]; @@ -236,7 +236,7 @@ strict digraph { "234 relu_16" [id=234, type=relu]; "235 quantize_per_tensor_default_21" [id=235, type=quantize_per_tensor]; "236 dequantize_per_tensor_default_25" [id=236, type=dequantize_per_tensor]; -"237 _param_constant77" [id=237, type=get_attr]; +"237 _param_constant77_0_0" [id=237, type=get_attr]; "238 scale_updated_constant21" [id=238, type=get_attr]; "239 compressed_weight_updated_constant21" [id=239, type=get_attr]; "240 mul_tensor_21" [id=240, type=mul]; @@ -246,7 +246,7 @@ strict digraph { "244 relu_17" [id=244, type=relu]; "245 quantize_per_tensor_default_22" [id=245, type=quantize_per_tensor]; "246 dequantize_per_tensor_default_26" [id=246, type=dequantize_per_tensor]; -"247 _param_constant81" [id=247, type=get_attr]; +"247 _param_constant81_0_0" [id=247, type=get_attr]; "248 scale_updated_constant22" [id=248, type=get_attr]; "249 compressed_weight_updated_constant22" [id=249, type=get_attr]; "250 mul_tensor_22" [id=250, type=mul]; @@ -257,7 +257,7 @@ strict digraph { "0 arg0_1" -> "1 quantize_per_tensor_default_8" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default_8" -> "2 dequantize_per_tensor_default_12" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default_12" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 _param_constant1" -> "9 conv2d" [label="(64,)", style=solid]; +"3 _param_constant1_0_0" -> "9 conv2d" [label="(64,)", style=solid]; "4 scale_updated_constant0" -> "6 mul_tensor" [label="(64, 1, 1, 1)", style=solid]; "5 compressed_weight_updated_constant0" -> "6 mul_tensor" [label="(64, 3, 3, 3)", style=solid]; "6 mul_tensor" -> "8 sub_tensor" [label="(64, 3, 3, 3)", style=solid]; @@ -267,7 +267,7 @@ strict digraph { "10 relu" -> "11 quantize_per_tensor_default_9" [label="(1, 64, 222, 222)", style=solid]; "11 quantize_per_tensor_default_9" -> "12 dequantize_per_tensor_default_13" [label="(1, 64, 222, 222)", style=solid]; "12 dequantize_per_tensor_default_13" -> "19 conv2d_1" [label="(1, 64, 222, 222)", style=solid]; -"13 _param_constant5" -> "19 conv2d_1" [label="(64,)", style=solid]; +"13 _param_constant5_0_0" -> "19 conv2d_1" [label="(64,)", style=solid]; "14 scale_updated_constant1" -> "16 mul_tensor_1" [label="(64, 1, 1, 1)", style=solid]; "15 compressed_weight_updated_constant1" -> "16 mul_tensor_1" [label="(64, 64, 3, 3)", style=solid]; "16 mul_tensor_1" -> "18 sub_tensor_1" [label="(64, 64, 3, 3)", style=solid]; @@ -280,7 +280,7 @@ strict digraph { "22 dequantize_per_tensor_default_1" -> "222 slice_13" [label="(1, 64, 220, 220)", style=solid]; "23 dequantize_per_tensor_default" -> "24 max_pool2d" [label="(1, 64, 220, 220)", style=solid]; "24 max_pool2d" -> "31 conv2d_2" [label="(1, 64, 110, 110)", style=solid]; -"25 _param_constant9" -> "31 conv2d_2" [label="(128,)", style=solid]; +"25 _param_constant9_0_0" -> "31 conv2d_2" [label="(128,)", style=solid]; "26 scale_updated_constant2" -> "28 mul_tensor_2" [label="(128, 1, 1, 1)", style=solid]; "27 compressed_weight_updated_constant2" -> "28 mul_tensor_2" [label="(128, 64, 3, 3)", style=solid]; "28 mul_tensor_2" -> "30 sub_tensor_2" [label="(128, 64, 3, 3)", style=solid]; @@ -290,7 +290,7 @@ strict digraph { "32 relu_2" -> "33 quantize_per_tensor_default_10" [label="(1, 128, 108, 108)", style=solid]; "33 quantize_per_tensor_default_10" -> "34 dequantize_per_tensor_default_14" [label="(1, 128, 108, 108)", style=solid]; "34 dequantize_per_tensor_default_14" -> "41 conv2d_3" [label="(1, 128, 108, 108)", style=solid]; -"35 _param_constant13" -> "41 conv2d_3" [label="(128,)", style=solid]; +"35 _param_constant13_0_0" -> "41 conv2d_3" [label="(128,)", style=solid]; "36 scale_updated_constant3" -> "38 mul_tensor_3" [label="(128, 1, 1, 1)", style=solid]; "37 compressed_weight_updated_constant3" -> "38 mul_tensor_3" [label="(128, 128, 3, 3)", style=solid]; "38 mul_tensor_3" -> "40 sub_tensor_3" [label="(128, 128, 3, 3)", style=solid]; @@ -303,7 +303,7 @@ strict digraph { "44 dequantize_per_tensor_default_5" -> "188 slice_9" [label="(1, 128, 106, 106)", style=solid]; "45 dequantize_per_tensor_default_4" -> "46 max_pool2d_1" [label="(1, 128, 106, 106)", style=solid]; "46 max_pool2d_1" -> "53 conv2d_4" [label="(1, 128, 53, 53)", style=solid]; -"47 _param_constant17" -> "53 conv2d_4" [label="(256,)", style=solid]; +"47 _param_constant17_0_0" -> "53 conv2d_4" [label="(256,)", style=solid]; "48 scale_updated_constant4" -> "50 mul_tensor_4" [label="(256, 1, 1, 1)", style=solid]; "49 compressed_weight_updated_constant4" -> "50 mul_tensor_4" [label="(256, 128, 3, 3)", style=solid]; "50 mul_tensor_4" -> "52 sub_tensor_4" [label="(256, 128, 3, 3)", style=solid]; @@ -313,7 +313,7 @@ strict digraph { "54 relu_4" -> "55 quantize_per_tensor_default_11" [label="(1, 256, 51, 51)", style=solid]; "55 quantize_per_tensor_default_11" -> "56 dequantize_per_tensor_default_15" [label="(1, 256, 51, 51)", style=solid]; "56 dequantize_per_tensor_default_15" -> "63 conv2d_5" [label="(1, 256, 51, 51)", style=solid]; -"57 _param_constant21" -> "63 conv2d_5" [label="(256,)", style=solid]; +"57 _param_constant21_0_0" -> "63 conv2d_5" [label="(256,)", style=solid]; "58 scale_updated_constant5" -> "60 mul_tensor_5" [label="(256, 1, 1, 1)", style=solid]; "59 compressed_weight_updated_constant5" -> "60 mul_tensor_5" [label="(256, 256, 3, 3)", style=solid]; "60 mul_tensor_5" -> "62 sub_tensor_5" [label="(256, 256, 3, 3)", style=solid]; @@ -326,7 +326,7 @@ strict digraph { "66 dequantize_per_tensor_default_7" -> "154 slice_5" [label="(1, 256, 49, 49)", style=solid]; "67 dequantize_per_tensor_default_6" -> "68 max_pool2d_2" [label="(1, 256, 49, 49)", style=solid]; "68 max_pool2d_2" -> "75 conv2d_6" [label="(1, 256, 24, 24)", style=solid]; -"69 _param_constant25" -> "75 conv2d_6" [label="(512,)", style=solid]; +"69 _param_constant25_0_0" -> "75 conv2d_6" [label="(512,)", style=solid]; "70 scale_updated_constant6" -> "72 mul_tensor_6" [label="(512, 1, 1, 1)", style=solid]; "71 compressed_weight_updated_constant6" -> "72 mul_tensor_6" [label="(512, 256, 3, 3)", style=solid]; "72 mul_tensor_6" -> "74 sub_tensor_6" [label="(512, 256, 3, 3)", style=solid]; @@ -336,7 +336,7 @@ strict digraph { "76 relu_6" -> "77 quantize_per_tensor_default_12" [label="(1, 512, 22, 22)", style=solid]; "77 quantize_per_tensor_default_12" -> "78 dequantize_per_tensor_default_16" [label="(1, 512, 22, 22)", style=solid]; "78 dequantize_per_tensor_default_16" -> "85 conv2d_7" [label="(1, 512, 22, 22)", style=solid]; -"79 _param_constant29" -> "85 conv2d_7" [label="(512,)", style=solid]; +"79 _param_constant29_0_0" -> "85 conv2d_7" [label="(512,)", style=solid]; "80 scale_updated_constant7" -> "82 mul_tensor_7" [label="(512, 1, 1, 1)", style=solid]; "81 compressed_weight_updated_constant7" -> "82 mul_tensor_7" [label="(512, 512, 3, 3)", style=solid]; "82 mul_tensor_7" -> "84 sub_tensor_7" [label="(512, 512, 3, 3)", style=solid]; @@ -349,7 +349,7 @@ strict digraph { "88 dequantize_per_tensor_default_11" -> "120 slice_1" [label="(1, 512, 20, 20)", style=solid]; "89 dequantize_per_tensor_default_10" -> "90 max_pool2d_3" [label="(1, 512, 20, 20)", style=solid]; "90 max_pool2d_3" -> "97 conv2d_8" [label="(1, 512, 10, 10)", style=solid]; -"91 _param_constant33" -> "97 conv2d_8" [label="(1024,)", style=solid]; +"91 _param_constant33_0_0" -> "97 conv2d_8" [label="(1024,)", style=solid]; "92 scale_updated_constant8" -> "94 mul_tensor_8" [label="(1024, 1, 1, 1)", style=solid]; "93 compressed_weight_updated_constant8" -> "94 mul_tensor_8" [label="(1024, 512, 3, 3)", style=solid]; "94 mul_tensor_8" -> "96 sub_tensor_8" [label="(1024, 512, 3, 3)", style=solid]; @@ -359,7 +359,7 @@ strict digraph { "98 relu_8" -> "99 quantize_per_tensor_default_13" [label="(1, 1024, 8, 8)", style=solid]; "99 quantize_per_tensor_default_13" -> "100 dequantize_per_tensor_default_17" [label="(1, 1024, 8, 8)", style=solid]; "100 dequantize_per_tensor_default_17" -> "107 conv2d_9" [label="(1, 1024, 8, 8)", style=solid]; -"101 _param_constant37" -> "107 conv2d_9" [label="(1024,)", style=solid]; +"101 _param_constant37_0_0" -> "107 conv2d_9" [label="(1024,)", style=solid]; "102 scale_updated_constant9" -> "104 mul_tensor_9" [label="(1024, 1, 1, 1)", style=solid]; "103 compressed_weight_updated_constant9" -> "104 mul_tensor_9" [label="(1024, 1024, 3, 3)", style=solid]; "104 mul_tensor_9" -> "106 sub_tensor_9" [label="(1024, 1024, 3, 3)", style=solid]; @@ -369,7 +369,7 @@ strict digraph { "108 relu_9" -> "109 quantize_per_tensor_default_14" [label="(1, 1024, 6, 6)", style=solid]; "109 quantize_per_tensor_default_14" -> "110 dequantize_per_tensor_default_18" [label="(1, 1024, 6, 6)", style=solid]; "110 dequantize_per_tensor_default_18" -> "117 conv_transpose2d" [label="(1, 1024, 6, 6)", style=solid]; -"111 _param_constant41" -> "117 conv_transpose2d" [label="(512,)", style=solid]; +"111 _param_constant41_0_0" -> "117 conv_transpose2d" [label="(512,)", style=solid]; "112 scale_updated_constant10" -> "114 mul_tensor_10" [label="(1024, 1, 1, 1)", style=solid]; "113 compressed_weight_updated_constant10" -> "114 mul_tensor_10" [label="(1024, 512, 2, 2)", style=solid]; "114 mul_tensor_10" -> "116 sub_tensor_10" [label="(1024, 512, 2, 2)", style=solid]; @@ -383,7 +383,7 @@ strict digraph { "122 slice_3" -> "123 slice_4" [label="(1, 512, 12, 20)", style=solid]; "123 slice_4" -> "124 cat" [label="(1, 512, 12, 12)", style=solid]; "124 cat" -> "131 conv2d_10" [label="(1, 1024, 12, 12)", style=solid]; -"125 _param_constant43" -> "131 conv2d_10" [label="(512,)", style=solid]; +"125 _param_constant43_0_0" -> "131 conv2d_10" [label="(512,)", style=solid]; "126 scale_updated_constant11" -> "128 mul_tensor_11" [label="(512, 1, 1, 1)", style=solid]; "127 compressed_weight_updated_constant11" -> "128 mul_tensor_11" [label="(512, 1024, 3, 3)", style=solid]; "128 mul_tensor_11" -> "130 sub_tensor_11" [label="(512, 1024, 3, 3)", style=solid]; @@ -393,7 +393,7 @@ strict digraph { "132 relu_10" -> "133 quantize_per_tensor_default_15" [label="(1, 512, 10, 10)", style=solid]; "133 quantize_per_tensor_default_15" -> "134 dequantize_per_tensor_default_19" [label="(1, 512, 10, 10)", style=solid]; "134 dequantize_per_tensor_default_19" -> "141 conv2d_11" [label="(1, 512, 10, 10)", style=solid]; -"135 _param_constant47" -> "141 conv2d_11" [label="(512,)", style=solid]; +"135 _param_constant47_0_0" -> "141 conv2d_11" [label="(512,)", style=solid]; "136 scale_updated_constant12" -> "138 mul_tensor_12" [label="(512, 1, 1, 1)", style=solid]; "137 compressed_weight_updated_constant12" -> "138 mul_tensor_12" [label="(512, 512, 3, 3)", style=solid]; "138 mul_tensor_12" -> "140 sub_tensor_12" [label="(512, 512, 3, 3)", style=solid]; @@ -403,7 +403,7 @@ strict digraph { "142 relu_11" -> "143 quantize_per_tensor_default_16" [label="(1, 512, 8, 8)", style=solid]; "143 quantize_per_tensor_default_16" -> "144 dequantize_per_tensor_default_20" [label="(1, 512, 8, 8)", style=solid]; "144 dequantize_per_tensor_default_20" -> "151 conv_transpose2d_1" [label="(1, 512, 8, 8)", style=solid]; -"145 _param_constant51" -> "151 conv_transpose2d_1" [label="(256,)", style=solid]; +"145 _param_constant51_0_0" -> "151 conv_transpose2d_1" [label="(256,)", style=solid]; "146 scale_updated_constant13" -> "148 mul_tensor_13" [label="(512, 1, 1, 1)", style=solid]; "147 compressed_weight_updated_constant13" -> "148 mul_tensor_13" [label="(512, 256, 2, 2)", style=solid]; "148 mul_tensor_13" -> "150 sub_tensor_13" [label="(512, 256, 2, 2)", style=solid]; @@ -417,7 +417,7 @@ strict digraph { "156 slice_7" -> "157 slice_8" [label="(1, 256, 16, 49)", style=solid]; "157 slice_8" -> "158 cat_1" [label="(1, 256, 16, 16)", style=solid]; "158 cat_1" -> "165 conv2d_12" [label="(1, 512, 16, 16)", style=solid]; -"159 _param_constant53" -> "165 conv2d_12" [label="(256,)", style=solid]; +"159 _param_constant53_0_0" -> "165 conv2d_12" [label="(256,)", style=solid]; "160 scale_updated_constant14" -> "162 mul_tensor_14" [label="(256, 1, 1, 1)", style=solid]; "161 compressed_weight_updated_constant14" -> "162 mul_tensor_14" [label="(256, 512, 3, 3)", style=solid]; "162 mul_tensor_14" -> "164 sub_tensor_14" [label="(256, 512, 3, 3)", style=solid]; @@ -427,7 +427,7 @@ strict digraph { "166 relu_12" -> "167 quantize_per_tensor_default_17" [label="(1, 256, 14, 14)", style=solid]; "167 quantize_per_tensor_default_17" -> "168 dequantize_per_tensor_default_21" [label="(1, 256, 14, 14)", style=solid]; "168 dequantize_per_tensor_default_21" -> "175 conv2d_13" [label="(1, 256, 14, 14)", style=solid]; -"169 _param_constant57" -> "175 conv2d_13" [label="(256,)", style=solid]; +"169 _param_constant57_0_0" -> "175 conv2d_13" [label="(256,)", style=solid]; "170 scale_updated_constant15" -> "172 mul_tensor_15" [label="(256, 1, 1, 1)", style=solid]; "171 compressed_weight_updated_constant15" -> "172 mul_tensor_15" [label="(256, 256, 3, 3)", style=solid]; "172 mul_tensor_15" -> "174 sub_tensor_15" [label="(256, 256, 3, 3)", style=solid]; @@ -437,7 +437,7 @@ strict digraph { "176 relu_13" -> "177 quantize_per_tensor_default_18" [label="(1, 256, 12, 12)", style=solid]; "177 quantize_per_tensor_default_18" -> "178 dequantize_per_tensor_default_22" [label="(1, 256, 12, 12)", style=solid]; "178 dequantize_per_tensor_default_22" -> "185 conv_transpose2d_2" [label="(1, 256, 12, 12)", style=solid]; -"179 _param_constant61" -> "185 conv_transpose2d_2" [label="(128,)", style=solid]; +"179 _param_constant61_0_0" -> "185 conv_transpose2d_2" [label="(128,)", style=solid]; "180 scale_updated_constant16" -> "182 mul_tensor_16" [label="(256, 1, 1, 1)", style=solid]; "181 compressed_weight_updated_constant16" -> "182 mul_tensor_16" [label="(256, 128, 2, 2)", style=solid]; "182 mul_tensor_16" -> "184 sub_tensor_16" [label="(256, 128, 2, 2)", style=solid]; @@ -451,7 +451,7 @@ strict digraph { "190 slice_11" -> "191 slice_12" [label="(1, 128, 24, 106)", style=solid]; "191 slice_12" -> "192 cat_2" [label="(1, 128, 24, 24)", style=solid]; "192 cat_2" -> "199 conv2d_14" [label="(1, 256, 24, 24)", style=solid]; -"193 _param_constant63" -> "199 conv2d_14" [label="(128,)", style=solid]; +"193 _param_constant63_0_0" -> "199 conv2d_14" [label="(128,)", style=solid]; "194 scale_updated_constant17" -> "196 mul_tensor_17" [label="(128, 1, 1, 1)", style=solid]; "195 compressed_weight_updated_constant17" -> "196 mul_tensor_17" [label="(128, 256, 3, 3)", style=solid]; "196 mul_tensor_17" -> "198 sub_tensor_17" [label="(128, 256, 3, 3)", style=solid]; @@ -461,7 +461,7 @@ strict digraph { "200 relu_14" -> "201 quantize_per_tensor_default_19" [label="(1, 128, 22, 22)", style=solid]; "201 quantize_per_tensor_default_19" -> "202 dequantize_per_tensor_default_23" [label="(1, 128, 22, 22)", style=solid]; "202 dequantize_per_tensor_default_23" -> "209 conv2d_15" [label="(1, 128, 22, 22)", style=solid]; -"203 _param_constant67" -> "209 conv2d_15" [label="(128,)", style=solid]; +"203 _param_constant67_0_0" -> "209 conv2d_15" [label="(128,)", style=solid]; "204 scale_updated_constant18" -> "206 mul_tensor_18" [label="(128, 1, 1, 1)", style=solid]; "205 compressed_weight_updated_constant18" -> "206 mul_tensor_18" [label="(128, 128, 3, 3)", style=solid]; "206 mul_tensor_18" -> "208 sub_tensor_18" [label="(128, 128, 3, 3)", style=solid]; @@ -471,7 +471,7 @@ strict digraph { "210 relu_15" -> "211 quantize_per_tensor_default_20" [label="(1, 128, 20, 20)", style=solid]; "211 quantize_per_tensor_default_20" -> "212 dequantize_per_tensor_default_24" [label="(1, 128, 20, 20)", style=solid]; "212 dequantize_per_tensor_default_24" -> "219 conv_transpose2d_3" [label="(1, 128, 20, 20)", style=solid]; -"213 _param_constant71" -> "219 conv_transpose2d_3" [label="(64,)", style=solid]; +"213 _param_constant71_0_0" -> "219 conv_transpose2d_3" [label="(64,)", style=solid]; "214 scale_updated_constant19" -> "216 mul_tensor_19" [label="(128, 1, 1, 1)", style=solid]; "215 compressed_weight_updated_constant19" -> "216 mul_tensor_19" [label="(128, 64, 2, 2)", style=solid]; "216 mul_tensor_19" -> "218 sub_tensor_19" [label="(128, 64, 2, 2)", style=solid]; @@ -485,7 +485,7 @@ strict digraph { "224 slice_15" -> "225 slice_16" [label="(1, 64, 40, 220)", style=solid]; "225 slice_16" -> "226 cat_3" [label="(1, 64, 40, 40)", style=solid]; "226 cat_3" -> "233 conv2d_16" [label="(1, 128, 40, 40)", style=solid]; -"227 _param_constant73" -> "233 conv2d_16" [label="(64,)", style=solid]; +"227 _param_constant73_0_0" -> "233 conv2d_16" [label="(64,)", style=solid]; "228 scale_updated_constant20" -> "230 mul_tensor_20" [label="(64, 1, 1, 1)", style=solid]; "229 compressed_weight_updated_constant20" -> "230 mul_tensor_20" [label="(64, 128, 3, 3)", style=solid]; "230 mul_tensor_20" -> "232 sub_tensor_20" [label="(64, 128, 3, 3)", style=solid]; @@ -495,7 +495,7 @@ strict digraph { "234 relu_16" -> "235 quantize_per_tensor_default_21" [label="(1, 64, 38, 38)", style=solid]; "235 quantize_per_tensor_default_21" -> "236 dequantize_per_tensor_default_25" [label="(1, 64, 38, 38)", style=solid]; "236 dequantize_per_tensor_default_25" -> "243 conv2d_17" [label="(1, 64, 38, 38)", style=solid]; -"237 _param_constant77" -> "243 conv2d_17" [label="(64,)", style=solid]; +"237 _param_constant77_0_0" -> "243 conv2d_17" [label="(64,)", style=solid]; "238 scale_updated_constant21" -> "240 mul_tensor_21" [label="(64, 1, 1, 1)", style=solid]; "239 compressed_weight_updated_constant21" -> "240 mul_tensor_21" [label="(64, 64, 3, 3)", style=solid]; "240 mul_tensor_21" -> "242 sub_tensor_21" [label="(64, 64, 3, 3)", style=solid]; @@ -505,7 +505,7 @@ strict digraph { "244 relu_17" -> "245 quantize_per_tensor_default_22" [label="(1, 64, 36, 36)", style=solid]; "245 quantize_per_tensor_default_22" -> "246 dequantize_per_tensor_default_26" [label="(1, 64, 36, 36)", style=solid]; "246 dequantize_per_tensor_default_26" -> "253 conv2d_18" [label="(1, 64, 36, 36)", style=solid]; -"247 _param_constant81" -> "253 conv2d_18" [label="(12,)", style=solid]; +"247 _param_constant81_0_0" -> "253 conv2d_18" [label="(12,)", style=solid]; "248 scale_updated_constant22" -> "250 mul_tensor_22" [label="(12, 1, 1, 1)", style=solid]; "249 compressed_weight_updated_constant22" -> "250 mul_tensor_22" [label="(12, 64, 1, 1)", style=solid]; "250 mul_tensor_22" -> "252 sub_tensor_22" [label="(12, 64, 1, 1)", style=solid]; diff --git a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/vit_b_16.dot b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/vit_b_16.dot index 7997f47ca39..c1b8bcf260a 100644 --- a/tests/torch/data/reference_graphs/fx/post_quantization_compressed/vit_b_16.dot +++ b/tests/torch/data/reference_graphs/fx/post_quantization_compressed/vit_b_16.dot @@ -2,7 +2,7 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default" [id=2, type=dequantize_per_tensor]; -"3 _param_constant1" [id=3, type=get_attr]; +"3 _param_constant1_0_0" [id=3, type=get_attr]; "4 scale_updated_constant0" [id=4, type=get_attr]; "5 compressed_weight_updated_constant0" [id=5, type=get_attr]; "6 mul_tensor" [id=6, type=mul]; @@ -21,10 +21,10 @@ strict digraph { "19 _param_constant5" [id=19, type=get_attr]; "20 layer_norm" [id=20, type=layer_norm]; "21 transpose" [id=21, type=transpose]; -"22 _param_constant7" [id=22, type=get_attr]; -"23 transpose_0_0_nncf_smooth_quant_0" [id=23, type=call_module]; -"24 quantize_per_tensor_default_1" [id=24, type=quantize_per_tensor]; -"25 dequantize_per_tensor_default_1" [id=25, type=dequantize_per_tensor]; +"22 transpose_0_0_nncf_smooth_quant_0" [id=22, type=call_module]; +"23 quantize_per_tensor_default_1" [id=23, type=quantize_per_tensor]; +"24 dequantize_per_tensor_default_1" [id=24, type=dequantize_per_tensor]; +"25 _param_constant7_0_0" [id=25, type=get_attr]; "26 scale_updated_constant1" [id=26, type=get_attr]; "27 compressed_weight_updated_constant1" [id=27, type=get_attr]; "28 mul_tensor_1" [id=28, type=mul]; @@ -55,10 +55,10 @@ strict digraph { "53 scaled_dot_product_attention" [id=53, type=scaled_dot_product_attention]; "54 permute_1" [id=54, type=permute]; "55 view_6" [id=55, type=view]; -"56 _param_constant9" [id=56, type=get_attr]; -"57 view_6_0_0_nncf_smooth_quant_0" [id=57, type=call_module]; -"58 quantize_per_tensor_default_4" [id=58, type=quantize_per_tensor]; -"59 dequantize_per_tensor_default_4" [id=59, type=dequantize_per_tensor]; +"56 view_6_0_0_nncf_smooth_quant_0" [id=56, type=call_module]; +"57 quantize_per_tensor_default_4" [id=57, type=quantize_per_tensor]; +"58 dequantize_per_tensor_default_4" [id=58, type=dequantize_per_tensor]; +"59 _param_constant9_0_0" [id=59, type=get_attr]; "60 scale_updated_constant2" [id=60, type=get_attr]; "61 compressed_weight_updated_constant2" [id=61, type=get_attr]; "62 mul_tensor_2" [id=62, type=mul]; @@ -72,10 +72,10 @@ strict digraph { "70 _param_constant10" [id=70, type=get_attr]; "71 _param_constant11" [id=71, type=get_attr]; "72 layer_norm_1" [id=72, type=layer_norm]; -"73 _param_constant13" [id=73, type=get_attr]; -"74 layer_norm_1_0_0_nncf_smooth_quant_0" [id=74, type=call_module]; -"75 quantize_per_tensor_default_5" [id=75, type=quantize_per_tensor]; -"76 dequantize_per_tensor_default_5" [id=76, type=dequantize_per_tensor]; +"73 layer_norm_1_0_0_nncf_smooth_quant_0" [id=73, type=call_module]; +"74 quantize_per_tensor_default_5" [id=74, type=quantize_per_tensor]; +"75 dequantize_per_tensor_default_5" [id=75, type=dequantize_per_tensor]; +"76 _param_constant13_0_0" [id=76, type=get_attr]; "77 scale_updated_constant3" [id=77, type=get_attr]; "78 compressed_weight_updated_constant3" [id=78, type=get_attr]; "79 mul_tensor_3" [id=79, type=mul]; @@ -84,10 +84,10 @@ strict digraph { "82 linear_2" [id=82, type=linear]; "83 gelu" [id=83, type=gelu]; "84 dropout_2" [id=84, type=dropout]; -"85 _param_constant15" [id=85, type=get_attr]; -"86 dropout_2_0_0_nncf_smooth_quant_0" [id=86, type=call_module]; -"87 quantize_per_tensor_default_6" [id=87, type=quantize_per_tensor]; -"88 dequantize_per_tensor_default_6" [id=88, type=dequantize_per_tensor]; +"85 dropout_2_0_0_nncf_smooth_quant_0" [id=85, type=call_module]; +"86 quantize_per_tensor_default_6" [id=86, type=quantize_per_tensor]; +"87 dequantize_per_tensor_default_6" [id=87, type=dequantize_per_tensor]; +"88 _param_constant15_0_0" [id=88, type=get_attr]; "89 scale_updated_constant4" [id=89, type=get_attr]; "90 compressed_weight_updated_constant4" [id=90, type=get_attr]; "91 mul_tensor_4" [id=91, type=mul]; @@ -100,10 +100,10 @@ strict digraph { "98 _param_constant17" [id=98, type=get_attr]; "99 layer_norm_2" [id=99, type=layer_norm]; "100 transpose_6" [id=100, type=transpose]; -"101 _param_constant19" [id=101, type=get_attr]; -"102 transpose_6_0_0_nncf_smooth_quant_0" [id=102, type=call_module]; -"103 quantize_per_tensor_default_7" [id=103, type=quantize_per_tensor]; -"104 dequantize_per_tensor_default_7" [id=104, type=dequantize_per_tensor]; +"101 transpose_6_0_0_nncf_smooth_quant_0" [id=101, type=call_module]; +"102 quantize_per_tensor_default_7" [id=102, type=quantize_per_tensor]; +"103 dequantize_per_tensor_default_7" [id=103, type=dequantize_per_tensor]; +"104 _param_constant19_0_0" [id=104, type=get_attr]; "105 scale_updated_constant5" [id=105, type=get_attr]; "106 compressed_weight_updated_constant5" [id=106, type=get_attr]; "107 mul_tensor_5" [id=107, type=mul]; @@ -134,10 +134,10 @@ strict digraph { "132 scaled_dot_product_attention_1" [id=132, type=scaled_dot_product_attention]; "133 permute_2" [id=133, type=permute]; "134 view_14" [id=134, type=view]; -"135 _param_constant21" [id=135, type=get_attr]; -"136 view_14_0_0_nncf_smooth_quant_0" [id=136, type=call_module]; -"137 quantize_per_tensor_default_10" [id=137, type=quantize_per_tensor]; -"138 dequantize_per_tensor_default_10" [id=138, type=dequantize_per_tensor]; +"135 view_14_0_0_nncf_smooth_quant_0" [id=135, type=call_module]; +"136 quantize_per_tensor_default_10" [id=136, type=quantize_per_tensor]; +"137 dequantize_per_tensor_default_10" [id=137, type=dequantize_per_tensor]; +"138 _param_constant21_0_0" [id=138, type=get_attr]; "139 scale_updated_constant6" [id=139, type=get_attr]; "140 compressed_weight_updated_constant6" [id=140, type=get_attr]; "141 mul_tensor_6" [id=141, type=mul]; @@ -151,10 +151,10 @@ strict digraph { "149 _param_constant22" [id=149, type=get_attr]; "150 _param_constant23" [id=150, type=get_attr]; "151 layer_norm_3" [id=151, type=layer_norm]; -"152 _param_constant25" [id=152, type=get_attr]; -"153 layer_norm_3_0_0_nncf_smooth_quant_0" [id=153, type=call_module]; -"154 quantize_per_tensor_default_11" [id=154, type=quantize_per_tensor]; -"155 dequantize_per_tensor_default_11" [id=155, type=dequantize_per_tensor]; +"152 layer_norm_3_0_0_nncf_smooth_quant_0" [id=152, type=call_module]; +"153 quantize_per_tensor_default_11" [id=153, type=quantize_per_tensor]; +"154 dequantize_per_tensor_default_11" [id=154, type=dequantize_per_tensor]; +"155 _param_constant25_0_0" [id=155, type=get_attr]; "156 scale_updated_constant7" [id=156, type=get_attr]; "157 compressed_weight_updated_constant7" [id=157, type=get_attr]; "158 mul_tensor_7" [id=158, type=mul]; @@ -163,10 +163,10 @@ strict digraph { "161 linear_6" [id=161, type=linear]; "162 gelu_1" [id=162, type=gelu]; "163 dropout_5" [id=163, type=dropout]; -"164 _param_constant27" [id=164, type=get_attr]; -"165 dropout_5_0_0_nncf_smooth_quant_0" [id=165, type=call_module]; -"166 quantize_per_tensor_default_12" [id=166, type=quantize_per_tensor]; -"167 dequantize_per_tensor_default_12" [id=167, type=dequantize_per_tensor]; +"164 dropout_5_0_0_nncf_smooth_quant_0" [id=164, type=call_module]; +"165 quantize_per_tensor_default_12" [id=165, type=quantize_per_tensor]; +"166 dequantize_per_tensor_default_12" [id=166, type=dequantize_per_tensor]; +"167 _param_constant27_0_0" [id=167, type=get_attr]; "168 scale_updated_constant8" [id=168, type=get_attr]; "169 compressed_weight_updated_constant8" [id=169, type=get_attr]; "170 mul_tensor_8" [id=170, type=mul]; @@ -179,10 +179,10 @@ strict digraph { "177 _param_constant29" [id=177, type=get_attr]; "178 layer_norm_4" [id=178, type=layer_norm]; "179 transpose_12" [id=179, type=transpose]; -"180 _param_constant31" [id=180, type=get_attr]; -"181 transpose_12_0_0_nncf_smooth_quant_0" [id=181, type=call_module]; -"182 quantize_per_tensor_default_13" [id=182, type=quantize_per_tensor]; -"183 dequantize_per_tensor_default_13" [id=183, type=dequantize_per_tensor]; +"180 transpose_12_0_0_nncf_smooth_quant_0" [id=180, type=call_module]; +"181 quantize_per_tensor_default_13" [id=181, type=quantize_per_tensor]; +"182 dequantize_per_tensor_default_13" [id=182, type=dequantize_per_tensor]; +"183 _param_constant31_0_0" [id=183, type=get_attr]; "184 scale_updated_constant9" [id=184, type=get_attr]; "185 compressed_weight_updated_constant9" [id=185, type=get_attr]; "186 mul_tensor_9" [id=186, type=mul]; @@ -213,10 +213,10 @@ strict digraph { "211 scaled_dot_product_attention_2" [id=211, type=scaled_dot_product_attention]; "212 permute_3" [id=212, type=permute]; "213 view_22" [id=213, type=view]; -"214 _param_constant33" [id=214, type=get_attr]; -"215 view_22_0_0_nncf_smooth_quant_0" [id=215, type=call_module]; -"216 quantize_per_tensor_default_16" [id=216, type=quantize_per_tensor]; -"217 dequantize_per_tensor_default_16" [id=217, type=dequantize_per_tensor]; +"214 view_22_0_0_nncf_smooth_quant_0" [id=214, type=call_module]; +"215 quantize_per_tensor_default_16" [id=215, type=quantize_per_tensor]; +"216 dequantize_per_tensor_default_16" [id=216, type=dequantize_per_tensor]; +"217 _param_constant33_0_0" [id=217, type=get_attr]; "218 scale_updated_constant10" [id=218, type=get_attr]; "219 compressed_weight_updated_constant10" [id=219, type=get_attr]; "220 mul_tensor_10" [id=220, type=mul]; @@ -230,10 +230,10 @@ strict digraph { "228 _param_constant34" [id=228, type=get_attr]; "229 _param_constant35" [id=229, type=get_attr]; "230 layer_norm_5" [id=230, type=layer_norm]; -"231 _param_constant37" [id=231, type=get_attr]; -"232 layer_norm_5_0_0_nncf_smooth_quant_0" [id=232, type=call_module]; -"233 quantize_per_tensor_default_17" [id=233, type=quantize_per_tensor]; -"234 dequantize_per_tensor_default_17" [id=234, type=dequantize_per_tensor]; +"231 layer_norm_5_0_0_nncf_smooth_quant_0" [id=231, type=call_module]; +"232 quantize_per_tensor_default_17" [id=232, type=quantize_per_tensor]; +"233 dequantize_per_tensor_default_17" [id=233, type=dequantize_per_tensor]; +"234 _param_constant37_0_0" [id=234, type=get_attr]; "235 scale_updated_constant11" [id=235, type=get_attr]; "236 compressed_weight_updated_constant11" [id=236, type=get_attr]; "237 mul_tensor_11" [id=237, type=mul]; @@ -242,10 +242,10 @@ strict digraph { "240 linear_10" [id=240, type=linear]; "241 gelu_2" [id=241, type=gelu]; "242 dropout_8" [id=242, type=dropout]; -"243 _param_constant39" [id=243, type=get_attr]; -"244 dropout_8_0_0_nncf_smooth_quant_0" [id=244, type=call_module]; -"245 quantize_per_tensor_default_18" [id=245, type=quantize_per_tensor]; -"246 dequantize_per_tensor_default_18" [id=246, type=dequantize_per_tensor]; +"243 dropout_8_0_0_nncf_smooth_quant_0" [id=243, type=call_module]; +"244 quantize_per_tensor_default_18" [id=244, type=quantize_per_tensor]; +"245 dequantize_per_tensor_default_18" [id=245, type=dequantize_per_tensor]; +"246 _param_constant39_0_0" [id=246, type=get_attr]; "247 scale_updated_constant12" [id=247, type=get_attr]; "248 compressed_weight_updated_constant12" [id=248, type=get_attr]; "249 mul_tensor_12" [id=249, type=mul]; @@ -258,10 +258,10 @@ strict digraph { "256 _param_constant41" [id=256, type=get_attr]; "257 layer_norm_6" [id=257, type=layer_norm]; "258 transpose_18" [id=258, type=transpose]; -"259 _param_constant43" [id=259, type=get_attr]; -"260 transpose_18_0_0_nncf_smooth_quant_0" [id=260, type=call_module]; -"261 quantize_per_tensor_default_19" [id=261, type=quantize_per_tensor]; -"262 dequantize_per_tensor_default_19" [id=262, type=dequantize_per_tensor]; +"259 transpose_18_0_0_nncf_smooth_quant_0" [id=259, type=call_module]; +"260 quantize_per_tensor_default_19" [id=260, type=quantize_per_tensor]; +"261 dequantize_per_tensor_default_19" [id=261, type=dequantize_per_tensor]; +"262 _param_constant43_0_0" [id=262, type=get_attr]; "263 scale_updated_constant13" [id=263, type=get_attr]; "264 compressed_weight_updated_constant13" [id=264, type=get_attr]; "265 mul_tensor_13" [id=265, type=mul]; @@ -292,10 +292,10 @@ strict digraph { "290 scaled_dot_product_attention_3" [id=290, type=scaled_dot_product_attention]; "291 permute_4" [id=291, type=permute]; "292 view_30" [id=292, type=view]; -"293 _param_constant45" [id=293, type=get_attr]; -"294 view_30_0_0_nncf_smooth_quant_0" [id=294, type=call_module]; -"295 quantize_per_tensor_default_22" [id=295, type=quantize_per_tensor]; -"296 dequantize_per_tensor_default_22" [id=296, type=dequantize_per_tensor]; +"293 view_30_0_0_nncf_smooth_quant_0" [id=293, type=call_module]; +"294 quantize_per_tensor_default_22" [id=294, type=quantize_per_tensor]; +"295 dequantize_per_tensor_default_22" [id=295, type=dequantize_per_tensor]; +"296 _param_constant45_0_0" [id=296, type=get_attr]; "297 scale_updated_constant14" [id=297, type=get_attr]; "298 compressed_weight_updated_constant14" [id=298, type=get_attr]; "299 mul_tensor_14" [id=299, type=mul]; @@ -309,10 +309,10 @@ strict digraph { "307 _param_constant46" [id=307, type=get_attr]; "308 _param_constant47" [id=308, type=get_attr]; "309 layer_norm_7" [id=309, type=layer_norm]; -"310 _param_constant49" [id=310, type=get_attr]; -"311 layer_norm_7_0_0_nncf_smooth_quant_0" [id=311, type=call_module]; -"312 quantize_per_tensor_default_23" [id=312, type=quantize_per_tensor]; -"313 dequantize_per_tensor_default_23" [id=313, type=dequantize_per_tensor]; +"310 layer_norm_7_0_0_nncf_smooth_quant_0" [id=310, type=call_module]; +"311 quantize_per_tensor_default_23" [id=311, type=quantize_per_tensor]; +"312 dequantize_per_tensor_default_23" [id=312, type=dequantize_per_tensor]; +"313 _param_constant49_0_0" [id=313, type=get_attr]; "314 scale_updated_constant15" [id=314, type=get_attr]; "315 compressed_weight_updated_constant15" [id=315, type=get_attr]; "316 mul_tensor_15" [id=316, type=mul]; @@ -321,10 +321,10 @@ strict digraph { "319 linear_14" [id=319, type=linear]; "320 gelu_3" [id=320, type=gelu]; "321 dropout_11" [id=321, type=dropout]; -"322 _param_constant51" [id=322, type=get_attr]; -"323 dropout_11_0_0_nncf_smooth_quant_0" [id=323, type=call_module]; -"324 quantize_per_tensor_default_24" [id=324, type=quantize_per_tensor]; -"325 dequantize_per_tensor_default_24" [id=325, type=dequantize_per_tensor]; +"322 dropout_11_0_0_nncf_smooth_quant_0" [id=322, type=call_module]; +"323 quantize_per_tensor_default_24" [id=323, type=quantize_per_tensor]; +"324 dequantize_per_tensor_default_24" [id=324, type=dequantize_per_tensor]; +"325 _param_constant51_0_0" [id=325, type=get_attr]; "326 scale_updated_constant16" [id=326, type=get_attr]; "327 compressed_weight_updated_constant16" [id=327, type=get_attr]; "328 mul_tensor_16" [id=328, type=mul]; @@ -337,10 +337,10 @@ strict digraph { "335 _param_constant53" [id=335, type=get_attr]; "336 layer_norm_8" [id=336, type=layer_norm]; "337 transpose_24" [id=337, type=transpose]; -"338 _param_constant55" [id=338, type=get_attr]; -"339 transpose_24_0_0_nncf_smooth_quant_0" [id=339, type=call_module]; -"340 quantize_per_tensor_default_25" [id=340, type=quantize_per_tensor]; -"341 dequantize_per_tensor_default_25" [id=341, type=dequantize_per_tensor]; +"338 transpose_24_0_0_nncf_smooth_quant_0" [id=338, type=call_module]; +"339 quantize_per_tensor_default_25" [id=339, type=quantize_per_tensor]; +"340 dequantize_per_tensor_default_25" [id=340, type=dequantize_per_tensor]; +"341 _param_constant55_0_0" [id=341, type=get_attr]; "342 scale_updated_constant17" [id=342, type=get_attr]; "343 compressed_weight_updated_constant17" [id=343, type=get_attr]; "344 mul_tensor_17" [id=344, type=mul]; @@ -371,10 +371,10 @@ strict digraph { "369 scaled_dot_product_attention_4" [id=369, type=scaled_dot_product_attention]; "370 permute_5" [id=370, type=permute]; "371 view_38" [id=371, type=view]; -"372 _param_constant57" [id=372, type=get_attr]; -"373 view_38_0_0_nncf_smooth_quant_0" [id=373, type=call_module]; -"374 quantize_per_tensor_default_28" [id=374, type=quantize_per_tensor]; -"375 dequantize_per_tensor_default_28" [id=375, type=dequantize_per_tensor]; +"372 view_38_0_0_nncf_smooth_quant_0" [id=372, type=call_module]; +"373 quantize_per_tensor_default_28" [id=373, type=quantize_per_tensor]; +"374 dequantize_per_tensor_default_28" [id=374, type=dequantize_per_tensor]; +"375 _param_constant57_0_0" [id=375, type=get_attr]; "376 scale_updated_constant18" [id=376, type=get_attr]; "377 compressed_weight_updated_constant18" [id=377, type=get_attr]; "378 mul_tensor_18" [id=378, type=mul]; @@ -388,10 +388,10 @@ strict digraph { "386 _param_constant58" [id=386, type=get_attr]; "387 _param_constant59" [id=387, type=get_attr]; "388 layer_norm_9" [id=388, type=layer_norm]; -"389 _param_constant61" [id=389, type=get_attr]; -"390 layer_norm_9_0_0_nncf_smooth_quant_0" [id=390, type=call_module]; -"391 quantize_per_tensor_default_29" [id=391, type=quantize_per_tensor]; -"392 dequantize_per_tensor_default_29" [id=392, type=dequantize_per_tensor]; +"389 layer_norm_9_0_0_nncf_smooth_quant_0" [id=389, type=call_module]; +"390 quantize_per_tensor_default_29" [id=390, type=quantize_per_tensor]; +"391 dequantize_per_tensor_default_29" [id=391, type=dequantize_per_tensor]; +"392 _param_constant61_0_0" [id=392, type=get_attr]; "393 scale_updated_constant19" [id=393, type=get_attr]; "394 compressed_weight_updated_constant19" [id=394, type=get_attr]; "395 mul_tensor_19" [id=395, type=mul]; @@ -400,10 +400,10 @@ strict digraph { "398 linear_18" [id=398, type=linear]; "399 gelu_4" [id=399, type=gelu]; "400 dropout_14" [id=400, type=dropout]; -"401 _param_constant63" [id=401, type=get_attr]; -"402 dropout_14_0_0_nncf_smooth_quant_0" [id=402, type=call_module]; -"403 quantize_per_tensor_default_30" [id=403, type=quantize_per_tensor]; -"404 dequantize_per_tensor_default_30" [id=404, type=dequantize_per_tensor]; +"401 dropout_14_0_0_nncf_smooth_quant_0" [id=401, type=call_module]; +"402 quantize_per_tensor_default_30" [id=402, type=quantize_per_tensor]; +"403 dequantize_per_tensor_default_30" [id=403, type=dequantize_per_tensor]; +"404 _param_constant63_0_0" [id=404, type=get_attr]; "405 scale_updated_constant20" [id=405, type=get_attr]; "406 compressed_weight_updated_constant20" [id=406, type=get_attr]; "407 mul_tensor_20" [id=407, type=mul]; @@ -416,10 +416,10 @@ strict digraph { "414 _param_constant65" [id=414, type=get_attr]; "415 layer_norm_10" [id=415, type=layer_norm]; "416 transpose_30" [id=416, type=transpose]; -"417 _param_constant67" [id=417, type=get_attr]; -"418 transpose_30_0_0_nncf_smooth_quant_0" [id=418, type=call_module]; -"419 quantize_per_tensor_default_31" [id=419, type=quantize_per_tensor]; -"420 dequantize_per_tensor_default_31" [id=420, type=dequantize_per_tensor]; +"417 transpose_30_0_0_nncf_smooth_quant_0" [id=417, type=call_module]; +"418 quantize_per_tensor_default_31" [id=418, type=quantize_per_tensor]; +"419 dequantize_per_tensor_default_31" [id=419, type=dequantize_per_tensor]; +"420 _param_constant67_0_0" [id=420, type=get_attr]; "421 scale_updated_constant21" [id=421, type=get_attr]; "422 compressed_weight_updated_constant21" [id=422, type=get_attr]; "423 mul_tensor_21" [id=423, type=mul]; @@ -450,10 +450,10 @@ strict digraph { "448 scaled_dot_product_attention_5" [id=448, type=scaled_dot_product_attention]; "449 permute_6" [id=449, type=permute]; "450 view_46" [id=450, type=view]; -"451 _param_constant69" [id=451, type=get_attr]; -"452 view_46_0_0_nncf_smooth_quant_0" [id=452, type=call_module]; -"453 quantize_per_tensor_default_34" [id=453, type=quantize_per_tensor]; -"454 dequantize_per_tensor_default_34" [id=454, type=dequantize_per_tensor]; +"451 view_46_0_0_nncf_smooth_quant_0" [id=451, type=call_module]; +"452 quantize_per_tensor_default_34" [id=452, type=quantize_per_tensor]; +"453 dequantize_per_tensor_default_34" [id=453, type=dequantize_per_tensor]; +"454 _param_constant69_0_0" [id=454, type=get_attr]; "455 scale_updated_constant22" [id=455, type=get_attr]; "456 compressed_weight_updated_constant22" [id=456, type=get_attr]; "457 mul_tensor_22" [id=457, type=mul]; @@ -467,10 +467,10 @@ strict digraph { "465 _param_constant70" [id=465, type=get_attr]; "466 _param_constant71" [id=466, type=get_attr]; "467 layer_norm_11" [id=467, type=layer_norm]; -"468 _param_constant73" [id=468, type=get_attr]; -"469 layer_norm_11_0_0_nncf_smooth_quant_0" [id=469, type=call_module]; -"470 quantize_per_tensor_default_35" [id=470, type=quantize_per_tensor]; -"471 dequantize_per_tensor_default_35" [id=471, type=dequantize_per_tensor]; +"468 layer_norm_11_0_0_nncf_smooth_quant_0" [id=468, type=call_module]; +"469 quantize_per_tensor_default_35" [id=469, type=quantize_per_tensor]; +"470 dequantize_per_tensor_default_35" [id=470, type=dequantize_per_tensor]; +"471 _param_constant73_0_0" [id=471, type=get_attr]; "472 scale_updated_constant23" [id=472, type=get_attr]; "473 compressed_weight_updated_constant23" [id=473, type=get_attr]; "474 mul_tensor_23" [id=474, type=mul]; @@ -479,10 +479,10 @@ strict digraph { "477 linear_22" [id=477, type=linear]; "478 gelu_5" [id=478, type=gelu]; "479 dropout_17" [id=479, type=dropout]; -"480 _param_constant75" [id=480, type=get_attr]; -"481 dropout_17_0_0_nncf_smooth_quant_0" [id=481, type=call_module]; -"482 quantize_per_tensor_default_36" [id=482, type=quantize_per_tensor]; -"483 dequantize_per_tensor_default_36" [id=483, type=dequantize_per_tensor]; +"480 dropout_17_0_0_nncf_smooth_quant_0" [id=480, type=call_module]; +"481 quantize_per_tensor_default_36" [id=481, type=quantize_per_tensor]; +"482 dequantize_per_tensor_default_36" [id=482, type=dequantize_per_tensor]; +"483 _param_constant75_0_0" [id=483, type=get_attr]; "484 scale_updated_constant24" [id=484, type=get_attr]; "485 compressed_weight_updated_constant24" [id=485, type=get_attr]; "486 mul_tensor_24" [id=486, type=mul]; @@ -495,10 +495,10 @@ strict digraph { "493 _param_constant77" [id=493, type=get_attr]; "494 layer_norm_12" [id=494, type=layer_norm]; "495 transpose_36" [id=495, type=transpose]; -"496 _param_constant79" [id=496, type=get_attr]; -"497 transpose_36_0_0_nncf_smooth_quant_0" [id=497, type=call_module]; -"498 quantize_per_tensor_default_37" [id=498, type=quantize_per_tensor]; -"499 dequantize_per_tensor_default_37" [id=499, type=dequantize_per_tensor]; +"496 transpose_36_0_0_nncf_smooth_quant_0" [id=496, type=call_module]; +"497 quantize_per_tensor_default_37" [id=497, type=quantize_per_tensor]; +"498 dequantize_per_tensor_default_37" [id=498, type=dequantize_per_tensor]; +"499 _param_constant79_0_0" [id=499, type=get_attr]; "500 scale_updated_constant25" [id=500, type=get_attr]; "501 compressed_weight_updated_constant25" [id=501, type=get_attr]; "502 mul_tensor_25" [id=502, type=mul]; @@ -529,10 +529,10 @@ strict digraph { "527 scaled_dot_product_attention_6" [id=527, type=scaled_dot_product_attention]; "528 permute_7" [id=528, type=permute]; "529 view_54" [id=529, type=view]; -"530 _param_constant81" [id=530, type=get_attr]; -"531 view_54_0_0_nncf_smooth_quant_0" [id=531, type=call_module]; -"532 quantize_per_tensor_default_40" [id=532, type=quantize_per_tensor]; -"533 dequantize_per_tensor_default_40" [id=533, type=dequantize_per_tensor]; +"530 view_54_0_0_nncf_smooth_quant_0" [id=530, type=call_module]; +"531 quantize_per_tensor_default_40" [id=531, type=quantize_per_tensor]; +"532 dequantize_per_tensor_default_40" [id=532, type=dequantize_per_tensor]; +"533 _param_constant81_0_0" [id=533, type=get_attr]; "534 scale_updated_constant26" [id=534, type=get_attr]; "535 compressed_weight_updated_constant26" [id=535, type=get_attr]; "536 mul_tensor_26" [id=536, type=mul]; @@ -546,10 +546,10 @@ strict digraph { "544 _param_constant82" [id=544, type=get_attr]; "545 _param_constant83" [id=545, type=get_attr]; "546 layer_norm_13" [id=546, type=layer_norm]; -"547 _param_constant85" [id=547, type=get_attr]; -"548 layer_norm_13_0_0_nncf_smooth_quant_0" [id=548, type=call_module]; -"549 quantize_per_tensor_default_41" [id=549, type=quantize_per_tensor]; -"550 dequantize_per_tensor_default_41" [id=550, type=dequantize_per_tensor]; +"547 layer_norm_13_0_0_nncf_smooth_quant_0" [id=547, type=call_module]; +"548 quantize_per_tensor_default_41" [id=548, type=quantize_per_tensor]; +"549 dequantize_per_tensor_default_41" [id=549, type=dequantize_per_tensor]; +"550 _param_constant85_0_0" [id=550, type=get_attr]; "551 scale_updated_constant27" [id=551, type=get_attr]; "552 compressed_weight_updated_constant27" [id=552, type=get_attr]; "553 mul_tensor_27" [id=553, type=mul]; @@ -558,10 +558,10 @@ strict digraph { "556 linear_26" [id=556, type=linear]; "557 gelu_6" [id=557, type=gelu]; "558 dropout_20" [id=558, type=dropout]; -"559 _param_constant87" [id=559, type=get_attr]; -"560 dropout_20_0_0_nncf_smooth_quant_0" [id=560, type=call_module]; -"561 quantize_per_tensor_default_42" [id=561, type=quantize_per_tensor]; -"562 dequantize_per_tensor_default_42" [id=562, type=dequantize_per_tensor]; +"559 dropout_20_0_0_nncf_smooth_quant_0" [id=559, type=call_module]; +"560 quantize_per_tensor_default_42" [id=560, type=quantize_per_tensor]; +"561 dequantize_per_tensor_default_42" [id=561, type=dequantize_per_tensor]; +"562 _param_constant87_0_0" [id=562, type=get_attr]; "563 scale_updated_constant28" [id=563, type=get_attr]; "564 compressed_weight_updated_constant28" [id=564, type=get_attr]; "565 mul_tensor_28" [id=565, type=mul]; @@ -574,10 +574,10 @@ strict digraph { "572 _param_constant89" [id=572, type=get_attr]; "573 layer_norm_14" [id=573, type=layer_norm]; "574 transpose_42" [id=574, type=transpose]; -"575 _param_constant91" [id=575, type=get_attr]; -"576 transpose_42_0_0_nncf_smooth_quant_0" [id=576, type=call_module]; -"577 quantize_per_tensor_default_43" [id=577, type=quantize_per_tensor]; -"578 dequantize_per_tensor_default_43" [id=578, type=dequantize_per_tensor]; +"575 transpose_42_0_0_nncf_smooth_quant_0" [id=575, type=call_module]; +"576 quantize_per_tensor_default_43" [id=576, type=quantize_per_tensor]; +"577 dequantize_per_tensor_default_43" [id=577, type=dequantize_per_tensor]; +"578 _param_constant91_0_0" [id=578, type=get_attr]; "579 scale_updated_constant29" [id=579, type=get_attr]; "580 compressed_weight_updated_constant29" [id=580, type=get_attr]; "581 mul_tensor_29" [id=581, type=mul]; @@ -608,10 +608,10 @@ strict digraph { "606 scaled_dot_product_attention_7" [id=606, type=scaled_dot_product_attention]; "607 permute_8" [id=607, type=permute]; "608 view_62" [id=608, type=view]; -"609 _param_constant93" [id=609, type=get_attr]; -"610 view_62_0_0_nncf_smooth_quant_0" [id=610, type=call_module]; -"611 quantize_per_tensor_default_46" [id=611, type=quantize_per_tensor]; -"612 dequantize_per_tensor_default_46" [id=612, type=dequantize_per_tensor]; +"609 view_62_0_0_nncf_smooth_quant_0" [id=609, type=call_module]; +"610 quantize_per_tensor_default_46" [id=610, type=quantize_per_tensor]; +"611 dequantize_per_tensor_default_46" [id=611, type=dequantize_per_tensor]; +"612 _param_constant93_0_0" [id=612, type=get_attr]; "613 scale_updated_constant30" [id=613, type=get_attr]; "614 compressed_weight_updated_constant30" [id=614, type=get_attr]; "615 mul_tensor_30" [id=615, type=mul]; @@ -625,10 +625,10 @@ strict digraph { "623 _param_constant94" [id=623, type=get_attr]; "624 _param_constant95" [id=624, type=get_attr]; "625 layer_norm_15" [id=625, type=layer_norm]; -"626 _param_constant97" [id=626, type=get_attr]; -"627 layer_norm_15_0_0_nncf_smooth_quant_0" [id=627, type=call_module]; -"628 quantize_per_tensor_default_47" [id=628, type=quantize_per_tensor]; -"629 dequantize_per_tensor_default_47" [id=629, type=dequantize_per_tensor]; +"626 layer_norm_15_0_0_nncf_smooth_quant_0" [id=626, type=call_module]; +"627 quantize_per_tensor_default_47" [id=627, type=quantize_per_tensor]; +"628 dequantize_per_tensor_default_47" [id=628, type=dequantize_per_tensor]; +"629 _param_constant97_0_0" [id=629, type=get_attr]; "630 scale_updated_constant31" [id=630, type=get_attr]; "631 compressed_weight_updated_constant31" [id=631, type=get_attr]; "632 mul_tensor_31" [id=632, type=mul]; @@ -637,10 +637,10 @@ strict digraph { "635 linear_30" [id=635, type=linear]; "636 gelu_7" [id=636, type=gelu]; "637 dropout_23" [id=637, type=dropout]; -"638 _param_constant99" [id=638, type=get_attr]; -"639 dropout_23_0_0_nncf_smooth_quant_0" [id=639, type=call_module]; -"640 quantize_per_tensor_default_48" [id=640, type=quantize_per_tensor]; -"641 dequantize_per_tensor_default_48" [id=641, type=dequantize_per_tensor]; +"638 dropout_23_0_0_nncf_smooth_quant_0" [id=638, type=call_module]; +"639 quantize_per_tensor_default_48" [id=639, type=quantize_per_tensor]; +"640 dequantize_per_tensor_default_48" [id=640, type=dequantize_per_tensor]; +"641 _param_constant99_0_0" [id=641, type=get_attr]; "642 scale_updated_constant32" [id=642, type=get_attr]; "643 compressed_weight_updated_constant32" [id=643, type=get_attr]; "644 mul_tensor_32" [id=644, type=mul]; @@ -653,10 +653,10 @@ strict digraph { "651 _param_constant101" [id=651, type=get_attr]; "652 layer_norm_16" [id=652, type=layer_norm]; "653 transpose_48" [id=653, type=transpose]; -"654 _param_constant103" [id=654, type=get_attr]; -"655 transpose_48_0_0_nncf_smooth_quant_0" [id=655, type=call_module]; -"656 quantize_per_tensor_default_49" [id=656, type=quantize_per_tensor]; -"657 dequantize_per_tensor_default_49" [id=657, type=dequantize_per_tensor]; +"654 transpose_48_0_0_nncf_smooth_quant_0" [id=654, type=call_module]; +"655 quantize_per_tensor_default_49" [id=655, type=quantize_per_tensor]; +"656 dequantize_per_tensor_default_49" [id=656, type=dequantize_per_tensor]; +"657 _param_constant103_0_0" [id=657, type=get_attr]; "658 scale_updated_constant33" [id=658, type=get_attr]; "659 compressed_weight_updated_constant33" [id=659, type=get_attr]; "660 mul_tensor_33" [id=660, type=mul]; @@ -687,10 +687,10 @@ strict digraph { "685 scaled_dot_product_attention_8" [id=685, type=scaled_dot_product_attention]; "686 permute_9" [id=686, type=permute]; "687 view_70" [id=687, type=view]; -"688 _param_constant105" [id=688, type=get_attr]; -"689 view_70_0_0_nncf_smooth_quant_0" [id=689, type=call_module]; -"690 quantize_per_tensor_default_52" [id=690, type=quantize_per_tensor]; -"691 dequantize_per_tensor_default_52" [id=691, type=dequantize_per_tensor]; +"688 view_70_0_0_nncf_smooth_quant_0" [id=688, type=call_module]; +"689 quantize_per_tensor_default_52" [id=689, type=quantize_per_tensor]; +"690 dequantize_per_tensor_default_52" [id=690, type=dequantize_per_tensor]; +"691 _param_constant105_0_0" [id=691, type=get_attr]; "692 scale_updated_constant34" [id=692, type=get_attr]; "693 compressed_weight_updated_constant34" [id=693, type=get_attr]; "694 mul_tensor_34" [id=694, type=mul]; @@ -704,10 +704,10 @@ strict digraph { "702 _param_constant106" [id=702, type=get_attr]; "703 _param_constant107" [id=703, type=get_attr]; "704 layer_norm_17" [id=704, type=layer_norm]; -"705 _param_constant109" [id=705, type=get_attr]; -"706 layer_norm_17_0_0_nncf_smooth_quant_0" [id=706, type=call_module]; -"707 quantize_per_tensor_default_53" [id=707, type=quantize_per_tensor]; -"708 dequantize_per_tensor_default_53" [id=708, type=dequantize_per_tensor]; +"705 layer_norm_17_0_0_nncf_smooth_quant_0" [id=705, type=call_module]; +"706 quantize_per_tensor_default_53" [id=706, type=quantize_per_tensor]; +"707 dequantize_per_tensor_default_53" [id=707, type=dequantize_per_tensor]; +"708 _param_constant109_0_0" [id=708, type=get_attr]; "709 scale_updated_constant35" [id=709, type=get_attr]; "710 compressed_weight_updated_constant35" [id=710, type=get_attr]; "711 mul_tensor_35" [id=711, type=mul]; @@ -716,10 +716,10 @@ strict digraph { "714 linear_34" [id=714, type=linear]; "715 gelu_8" [id=715, type=gelu]; "716 dropout_26" [id=716, type=dropout]; -"717 _param_constant111" [id=717, type=get_attr]; -"718 dropout_26_0_0_nncf_smooth_quant_0" [id=718, type=call_module]; -"719 quantize_per_tensor_default_54" [id=719, type=quantize_per_tensor]; -"720 dequantize_per_tensor_default_54" [id=720, type=dequantize_per_tensor]; +"717 dropout_26_0_0_nncf_smooth_quant_0" [id=717, type=call_module]; +"718 quantize_per_tensor_default_54" [id=718, type=quantize_per_tensor]; +"719 dequantize_per_tensor_default_54" [id=719, type=dequantize_per_tensor]; +"720 _param_constant111_0_0" [id=720, type=get_attr]; "721 scale_updated_constant36" [id=721, type=get_attr]; "722 compressed_weight_updated_constant36" [id=722, type=get_attr]; "723 mul_tensor_36" [id=723, type=mul]; @@ -732,10 +732,10 @@ strict digraph { "730 _param_constant113" [id=730, type=get_attr]; "731 layer_norm_18" [id=731, type=layer_norm]; "732 transpose_54" [id=732, type=transpose]; -"733 _param_constant115" [id=733, type=get_attr]; -"734 transpose_54_0_0_nncf_smooth_quant_0" [id=734, type=call_module]; -"735 quantize_per_tensor_default_55" [id=735, type=quantize_per_tensor]; -"736 dequantize_per_tensor_default_55" [id=736, type=dequantize_per_tensor]; +"733 transpose_54_0_0_nncf_smooth_quant_0" [id=733, type=call_module]; +"734 quantize_per_tensor_default_55" [id=734, type=quantize_per_tensor]; +"735 dequantize_per_tensor_default_55" [id=735, type=dequantize_per_tensor]; +"736 _param_constant115_0_0" [id=736, type=get_attr]; "737 scale_updated_constant37" [id=737, type=get_attr]; "738 compressed_weight_updated_constant37" [id=738, type=get_attr]; "739 mul_tensor_37" [id=739, type=mul]; @@ -766,10 +766,10 @@ strict digraph { "764 scaled_dot_product_attention_9" [id=764, type=scaled_dot_product_attention]; "765 permute_10" [id=765, type=permute]; "766 view_78" [id=766, type=view]; -"767 _param_constant117" [id=767, type=get_attr]; -"768 view_78_0_0_nncf_smooth_quant_0" [id=768, type=call_module]; -"769 quantize_per_tensor_default_58" [id=769, type=quantize_per_tensor]; -"770 dequantize_per_tensor_default_58" [id=770, type=dequantize_per_tensor]; +"767 view_78_0_0_nncf_smooth_quant_0" [id=767, type=call_module]; +"768 quantize_per_tensor_default_58" [id=768, type=quantize_per_tensor]; +"769 dequantize_per_tensor_default_58" [id=769, type=dequantize_per_tensor]; +"770 _param_constant117_0_0" [id=770, type=get_attr]; "771 scale_updated_constant38" [id=771, type=get_attr]; "772 compressed_weight_updated_constant38" [id=772, type=get_attr]; "773 mul_tensor_38" [id=773, type=mul]; @@ -783,10 +783,10 @@ strict digraph { "781 _param_constant118" [id=781, type=get_attr]; "782 _param_constant119" [id=782, type=get_attr]; "783 layer_norm_19" [id=783, type=layer_norm]; -"784 _param_constant121" [id=784, type=get_attr]; -"785 layer_norm_19_0_0_nncf_smooth_quant_0" [id=785, type=call_module]; -"786 quantize_per_tensor_default_59" [id=786, type=quantize_per_tensor]; -"787 dequantize_per_tensor_default_59" [id=787, type=dequantize_per_tensor]; +"784 layer_norm_19_0_0_nncf_smooth_quant_0" [id=784, type=call_module]; +"785 quantize_per_tensor_default_59" [id=785, type=quantize_per_tensor]; +"786 dequantize_per_tensor_default_59" [id=786, type=dequantize_per_tensor]; +"787 _param_constant121_0_0" [id=787, type=get_attr]; "788 scale_updated_constant39" [id=788, type=get_attr]; "789 compressed_weight_updated_constant39" [id=789, type=get_attr]; "790 mul_tensor_39" [id=790, type=mul]; @@ -795,10 +795,10 @@ strict digraph { "793 linear_38" [id=793, type=linear]; "794 gelu_9" [id=794, type=gelu]; "795 dropout_29" [id=795, type=dropout]; -"796 _param_constant123" [id=796, type=get_attr]; -"797 dropout_29_0_0_nncf_smooth_quant_0" [id=797, type=call_module]; -"798 quantize_per_tensor_default_60" [id=798, type=quantize_per_tensor]; -"799 dequantize_per_tensor_default_60" [id=799, type=dequantize_per_tensor]; +"796 dropout_29_0_0_nncf_smooth_quant_0" [id=796, type=call_module]; +"797 quantize_per_tensor_default_60" [id=797, type=quantize_per_tensor]; +"798 dequantize_per_tensor_default_60" [id=798, type=dequantize_per_tensor]; +"799 _param_constant123_0_0" [id=799, type=get_attr]; "800 scale_updated_constant40" [id=800, type=get_attr]; "801 compressed_weight_updated_constant40" [id=801, type=get_attr]; "802 mul_tensor_40" [id=802, type=mul]; @@ -811,10 +811,10 @@ strict digraph { "809 _param_constant125" [id=809, type=get_attr]; "810 layer_norm_20" [id=810, type=layer_norm]; "811 transpose_60" [id=811, type=transpose]; -"812 _param_constant127" [id=812, type=get_attr]; -"813 transpose_60_0_0_nncf_smooth_quant_0" [id=813, type=call_module]; -"814 quantize_per_tensor_default_61" [id=814, type=quantize_per_tensor]; -"815 dequantize_per_tensor_default_61" [id=815, type=dequantize_per_tensor]; +"812 transpose_60_0_0_nncf_smooth_quant_0" [id=812, type=call_module]; +"813 quantize_per_tensor_default_61" [id=813, type=quantize_per_tensor]; +"814 dequantize_per_tensor_default_61" [id=814, type=dequantize_per_tensor]; +"815 _param_constant127_0_0" [id=815, type=get_attr]; "816 scale_updated_constant41" [id=816, type=get_attr]; "817 compressed_weight_updated_constant41" [id=817, type=get_attr]; "818 mul_tensor_41" [id=818, type=mul]; @@ -845,10 +845,10 @@ strict digraph { "843 scaled_dot_product_attention_10" [id=843, type=scaled_dot_product_attention]; "844 permute_11" [id=844, type=permute]; "845 view_86" [id=845, type=view]; -"846 _param_constant129" [id=846, type=get_attr]; -"847 view_86_0_0_nncf_smooth_quant_0" [id=847, type=call_module]; -"848 quantize_per_tensor_default_64" [id=848, type=quantize_per_tensor]; -"849 dequantize_per_tensor_default_64" [id=849, type=dequantize_per_tensor]; +"846 view_86_0_0_nncf_smooth_quant_0" [id=846, type=call_module]; +"847 quantize_per_tensor_default_64" [id=847, type=quantize_per_tensor]; +"848 dequantize_per_tensor_default_64" [id=848, type=dequantize_per_tensor]; +"849 _param_constant129_0_0" [id=849, type=get_attr]; "850 scale_updated_constant42" [id=850, type=get_attr]; "851 compressed_weight_updated_constant42" [id=851, type=get_attr]; "852 mul_tensor_42" [id=852, type=mul]; @@ -862,10 +862,10 @@ strict digraph { "860 _param_constant130" [id=860, type=get_attr]; "861 _param_constant131" [id=861, type=get_attr]; "862 layer_norm_21" [id=862, type=layer_norm]; -"863 _param_constant133" [id=863, type=get_attr]; -"864 layer_norm_21_0_0_nncf_smooth_quant_0" [id=864, type=call_module]; -"865 quantize_per_tensor_default_65" [id=865, type=quantize_per_tensor]; -"866 dequantize_per_tensor_default_65" [id=866, type=dequantize_per_tensor]; +"863 layer_norm_21_0_0_nncf_smooth_quant_0" [id=863, type=call_module]; +"864 quantize_per_tensor_default_65" [id=864, type=quantize_per_tensor]; +"865 dequantize_per_tensor_default_65" [id=865, type=dequantize_per_tensor]; +"866 _param_constant133_0_0" [id=866, type=get_attr]; "867 scale_updated_constant43" [id=867, type=get_attr]; "868 compressed_weight_updated_constant43" [id=868, type=get_attr]; "869 mul_tensor_43" [id=869, type=mul]; @@ -874,10 +874,10 @@ strict digraph { "872 linear_42" [id=872, type=linear]; "873 gelu_10" [id=873, type=gelu]; "874 dropout_32" [id=874, type=dropout]; -"875 _param_constant135" [id=875, type=get_attr]; -"876 dropout_32_0_0_nncf_smooth_quant_0" [id=876, type=call_module]; -"877 quantize_per_tensor_default_66" [id=877, type=quantize_per_tensor]; -"878 dequantize_per_tensor_default_66" [id=878, type=dequantize_per_tensor]; +"875 dropout_32_0_0_nncf_smooth_quant_0" [id=875, type=call_module]; +"876 quantize_per_tensor_default_66" [id=876, type=quantize_per_tensor]; +"877 dequantize_per_tensor_default_66" [id=877, type=dequantize_per_tensor]; +"878 _param_constant135_0_0" [id=878, type=get_attr]; "879 scale_updated_constant44" [id=879, type=get_attr]; "880 compressed_weight_updated_constant44" [id=880, type=get_attr]; "881 mul_tensor_44" [id=881, type=mul]; @@ -890,10 +890,10 @@ strict digraph { "888 _param_constant137" [id=888, type=get_attr]; "889 layer_norm_22" [id=889, type=layer_norm]; "890 transpose_66" [id=890, type=transpose]; -"891 _param_constant139" [id=891, type=get_attr]; -"892 transpose_66_0_0_nncf_smooth_quant_0" [id=892, type=call_module]; -"893 quantize_per_tensor_default_67" [id=893, type=quantize_per_tensor]; -"894 dequantize_per_tensor_default_67" [id=894, type=dequantize_per_tensor]; +"891 transpose_66_0_0_nncf_smooth_quant_0" [id=891, type=call_module]; +"892 quantize_per_tensor_default_67" [id=892, type=quantize_per_tensor]; +"893 dequantize_per_tensor_default_67" [id=893, type=dequantize_per_tensor]; +"894 _param_constant139_0_0" [id=894, type=get_attr]; "895 scale_updated_constant45" [id=895, type=get_attr]; "896 compressed_weight_updated_constant45" [id=896, type=get_attr]; "897 mul_tensor_45" [id=897, type=mul]; @@ -924,10 +924,10 @@ strict digraph { "922 scaled_dot_product_attention_11" [id=922, type=scaled_dot_product_attention]; "923 permute_12" [id=923, type=permute]; "924 view_94" [id=924, type=view]; -"925 _param_constant141" [id=925, type=get_attr]; -"926 view_94_0_0_nncf_smooth_quant_0" [id=926, type=call_module]; -"927 quantize_per_tensor_default_70" [id=927, type=quantize_per_tensor]; -"928 dequantize_per_tensor_default_70" [id=928, type=dequantize_per_tensor]; +"925 view_94_0_0_nncf_smooth_quant_0" [id=925, type=call_module]; +"926 quantize_per_tensor_default_70" [id=926, type=quantize_per_tensor]; +"927 dequantize_per_tensor_default_70" [id=927, type=dequantize_per_tensor]; +"928 _param_constant141_0_0" [id=928, type=get_attr]; "929 scale_updated_constant46" [id=929, type=get_attr]; "930 compressed_weight_updated_constant46" [id=930, type=get_attr]; "931 mul_tensor_46" [id=931, type=mul]; @@ -941,10 +941,10 @@ strict digraph { "939 _param_constant142" [id=939, type=get_attr]; "940 _param_constant143" [id=940, type=get_attr]; "941 layer_norm_23" [id=941, type=layer_norm]; -"942 _param_constant145" [id=942, type=get_attr]; -"943 layer_norm_23_0_0_nncf_smooth_quant_0" [id=943, type=call_module]; -"944 quantize_per_tensor_default_71" [id=944, type=quantize_per_tensor]; -"945 dequantize_per_tensor_default_71" [id=945, type=dequantize_per_tensor]; +"942 layer_norm_23_0_0_nncf_smooth_quant_0" [id=942, type=call_module]; +"943 quantize_per_tensor_default_71" [id=943, type=quantize_per_tensor]; +"944 dequantize_per_tensor_default_71" [id=944, type=dequantize_per_tensor]; +"945 _param_constant145_0_0" [id=945, type=get_attr]; "946 scale_updated_constant47" [id=946, type=get_attr]; "947 compressed_weight_updated_constant47" [id=947, type=get_attr]; "948 mul_tensor_47" [id=948, type=mul]; @@ -953,10 +953,10 @@ strict digraph { "951 linear_46" [id=951, type=linear]; "952 gelu_11" [id=952, type=gelu]; "953 dropout_35" [id=953, type=dropout]; -"954 _param_constant147" [id=954, type=get_attr]; -"955 dropout_35_0_0_nncf_smooth_quant_0" [id=955, type=call_module]; -"956 quantize_per_tensor_default_72" [id=956, type=quantize_per_tensor]; -"957 dequantize_per_tensor_default_72" [id=957, type=dequantize_per_tensor]; +"954 dropout_35_0_0_nncf_smooth_quant_0" [id=954, type=call_module]; +"955 quantize_per_tensor_default_72" [id=955, type=quantize_per_tensor]; +"956 dequantize_per_tensor_default_72" [id=956, type=dequantize_per_tensor]; +"957 _param_constant147_0_0" [id=957, type=get_attr]; "958 scale_updated_constant48" [id=958, type=get_attr]; "959 compressed_weight_updated_constant48" [id=959, type=get_attr]; "960 mul_tensor_48" [id=960, type=mul]; @@ -970,10 +970,10 @@ strict digraph { "968 layer_norm_24" [id=968, type=layer_norm]; "969 slice_1" [id=969, type=slice]; "970 select_36" [id=970, type=select]; -"971 _param_constant151" [id=971, type=get_attr]; -"972 select_36_0_0_nncf_smooth_quant_0" [id=972, type=call_module]; -"973 quantize_per_tensor_default_73" [id=973, type=quantize_per_tensor]; -"974 dequantize_per_tensor_default_73" [id=974, type=dequantize_per_tensor]; +"971 select_36_0_0_nncf_smooth_quant_0" [id=971, type=call_module]; +"972 quantize_per_tensor_default_73" [id=972, type=quantize_per_tensor]; +"973 dequantize_per_tensor_default_73" [id=973, type=dequantize_per_tensor]; +"974 _param_constant151_0_0" [id=974, type=get_attr]; "975 scale_updated_constant49" [id=975, type=get_attr]; "976 compressed_weight_updated_constant49" [id=976, type=get_attr]; "977 mul_tensor_49" [id=977, type=mul]; @@ -984,7 +984,7 @@ strict digraph { "0 arg0_1" -> "1 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 _param_constant1" -> "9 conv2d" [label="(768,)", style=solid]; +"3 _param_constant1_0_0" -> "9 conv2d" [label="(768,)", style=solid]; "4 scale_updated_constant0" -> "6 mul_tensor" [label="(768, 1, 1, 1)", style=solid]; "5 compressed_weight_updated_constant0" -> "6 mul_tensor" [label="(768, 3, 16, 16)", style=solid]; "6 mul_tensor" -> "8 sub_tensor" [label="(768, 3, 16, 16)", style=solid]; @@ -1003,11 +1003,11 @@ strict digraph { "18 _param_constant4" -> "20 layer_norm" [label="(768,)", style=solid]; "19 _param_constant5" -> "20 layer_norm" [label="(768,)", style=solid]; "20 layer_norm" -> "21 transpose" [label="(1, 197, 768)", style=solid]; -"21 transpose" -> "23 transpose_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"22 _param_constant7" -> "31 linear" [label="(2304,)", style=solid]; -"23 transpose_0_0_nncf_smooth_quant_0" -> "24 quantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; -"24 quantize_per_tensor_default_1" -> "25 dequantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; -"25 dequantize_per_tensor_default_1" -> "31 linear" [label="(197, 1, 768)", style=solid]; +"21 transpose" -> "22 transpose_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"22 transpose_0_0_nncf_smooth_quant_0" -> "23 quantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; +"23 quantize_per_tensor_default_1" -> "24 dequantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; +"24 dequantize_per_tensor_default_1" -> "31 linear" [label="(197, 1, 768)", style=solid]; +"25 _param_constant7_0_0" -> "31 linear" [label="(2304,)", style=solid]; "26 scale_updated_constant1" -> "28 mul_tensor_1" [label="(2304, 1)", style=solid]; "27 compressed_weight_updated_constant1" -> "28 mul_tensor_1" [label="(2304, 768)", style=solid]; "28 mul_tensor_1" -> "30 sub_tensor_1" [label="(2304, 768)", style=solid]; @@ -1039,11 +1039,11 @@ strict digraph { "52 view_5" -> "53 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; "53 scaled_dot_product_attention" -> "54 permute_1" [label="(1, 12, 197, 64)", style=solid]; "54 permute_1" -> "55 view_6" [label="(197, 1, 12, 64)", style=solid]; -"55 view_6" -> "57 view_6_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"56 _param_constant9" -> "65 linear_1" [label="(768,)", style=solid]; -"57 view_6_0_0_nncf_smooth_quant_0" -> "58 quantize_per_tensor_default_4" [label="(197, 768)", style=solid]; -"58 quantize_per_tensor_default_4" -> "59 dequantize_per_tensor_default_4" [label="(197, 768)", style=solid]; -"59 dequantize_per_tensor_default_4" -> "65 linear_1" [label="(197, 768)", style=solid]; +"55 view_6" -> "56 view_6_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"56 view_6_0_0_nncf_smooth_quant_0" -> "57 quantize_per_tensor_default_4" [label="(197, 768)", style=solid]; +"57 quantize_per_tensor_default_4" -> "58 dequantize_per_tensor_default_4" [label="(197, 768)", style=solid]; +"58 dequantize_per_tensor_default_4" -> "65 linear_1" [label="(197, 768)", style=solid]; +"59 _param_constant9_0_0" -> "65 linear_1" [label="(768,)", style=solid]; "60 scale_updated_constant2" -> "62 mul_tensor_2" [label="(768, 1)", style=solid]; "61 compressed_weight_updated_constant2" -> "62 mul_tensor_2" [label="(768, 768)", style=solid]; "62 mul_tensor_2" -> "64 sub_tensor_2" [label="(768, 768)", style=solid]; @@ -1057,11 +1057,11 @@ strict digraph { "69 add_1" -> "96 add_2" [label="(1, 197, 768)", style=solid]; "70 _param_constant10" -> "72 layer_norm_1" [label="(768,)", style=solid]; "71 _param_constant11" -> "72 layer_norm_1" [label="(768,)", style=solid]; -"72 layer_norm_1" -> "74 layer_norm_1_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"73 _param_constant13" -> "82 linear_2" [label="(3072,)", style=solid]; -"74 layer_norm_1_0_0_nncf_smooth_quant_0" -> "75 quantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"75 quantize_per_tensor_default_5" -> "76 dequantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"76 dequantize_per_tensor_default_5" -> "82 linear_2" [label="(1, 197, 768)", style=solid]; +"72 layer_norm_1" -> "73 layer_norm_1_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"73 layer_norm_1_0_0_nncf_smooth_quant_0" -> "74 quantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; +"74 quantize_per_tensor_default_5" -> "75 dequantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; +"75 dequantize_per_tensor_default_5" -> "82 linear_2" [label="(1, 197, 768)", style=solid]; +"76 _param_constant13_0_0" -> "82 linear_2" [label="(3072,)", style=solid]; "77 scale_updated_constant3" -> "79 mul_tensor_3" [label="(3072, 1)", style=solid]; "78 compressed_weight_updated_constant3" -> "79 mul_tensor_3" [label="(3072, 768)", style=solid]; "79 mul_tensor_3" -> "81 sub_tensor_3" [label="(3072, 768)", style=solid]; @@ -1069,11 +1069,11 @@ strict digraph { "81 sub_tensor_3" -> "82 linear_2" [label="(3072, 768)", style=solid]; "82 linear_2" -> "83 gelu" [label="(1, 197, 3072)", style=solid]; "83 gelu" -> "84 dropout_2" [label="(1, 197, 3072)", style=solid]; -"84 dropout_2" -> "86 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"85 _param_constant15" -> "94 linear_3" [label="(768,)", style=solid]; -"86 dropout_2_0_0_nncf_smooth_quant_0" -> "87 quantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"87 quantize_per_tensor_default_6" -> "88 dequantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"88 dequantize_per_tensor_default_6" -> "94 linear_3" [label="(1, 197, 3072)", style=solid]; +"84 dropout_2" -> "85 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"85 dropout_2_0_0_nncf_smooth_quant_0" -> "86 quantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; +"86 quantize_per_tensor_default_6" -> "87 dequantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; +"87 dequantize_per_tensor_default_6" -> "94 linear_3" [label="(1, 197, 3072)", style=solid]; +"88 _param_constant15_0_0" -> "94 linear_3" [label="(768,)", style=solid]; "89 scale_updated_constant4" -> "91 mul_tensor_4" [label="(768, 1)", style=solid]; "90 compressed_weight_updated_constant4" -> "91 mul_tensor_4" [label="(768, 3072)", style=solid]; "91 mul_tensor_4" -> "93 sub_tensor_4" [label="(768, 3072)", style=solid]; @@ -1086,11 +1086,11 @@ strict digraph { "97 _param_constant16" -> "99 layer_norm_2" [label="(768,)", style=solid]; "98 _param_constant17" -> "99 layer_norm_2" [label="(768,)", style=solid]; "99 layer_norm_2" -> "100 transpose_6" [label="(1, 197, 768)", style=solid]; -"100 transpose_6" -> "102 transpose_6_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"101 _param_constant19" -> "110 linear_4" [label="(2304,)", style=solid]; -"102 transpose_6_0_0_nncf_smooth_quant_0" -> "103 quantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; -"103 quantize_per_tensor_default_7" -> "104 dequantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; -"104 dequantize_per_tensor_default_7" -> "110 linear_4" [label="(197, 1, 768)", style=solid]; +"100 transpose_6" -> "101 transpose_6_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"101 transpose_6_0_0_nncf_smooth_quant_0" -> "102 quantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; +"102 quantize_per_tensor_default_7" -> "103 dequantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; +"103 dequantize_per_tensor_default_7" -> "110 linear_4" [label="(197, 1, 768)", style=solid]; +"104 _param_constant19_0_0" -> "110 linear_4" [label="(2304,)", style=solid]; "105 scale_updated_constant5" -> "107 mul_tensor_5" [label="(2304, 1)", style=solid]; "106 compressed_weight_updated_constant5" -> "107 mul_tensor_5" [label="(2304, 768)", style=solid]; "107 mul_tensor_5" -> "109 sub_tensor_5" [label="(2304, 768)", style=solid]; @@ -1122,11 +1122,11 @@ strict digraph { "131 view_13" -> "132 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; "132 scaled_dot_product_attention_1" -> "133 permute_2" [label="(1, 12, 197, 64)", style=solid]; "133 permute_2" -> "134 view_14" [label="(197, 1, 12, 64)", style=solid]; -"134 view_14" -> "136 view_14_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"135 _param_constant21" -> "144 linear_5" [label="(768,)", style=solid]; -"136 view_14_0_0_nncf_smooth_quant_0" -> "137 quantize_per_tensor_default_10" [label="(197, 768)", style=solid]; -"137 quantize_per_tensor_default_10" -> "138 dequantize_per_tensor_default_10" [label="(197, 768)", style=solid]; -"138 dequantize_per_tensor_default_10" -> "144 linear_5" [label="(197, 768)", style=solid]; +"134 view_14" -> "135 view_14_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"135 view_14_0_0_nncf_smooth_quant_0" -> "136 quantize_per_tensor_default_10" [label="(197, 768)", style=solid]; +"136 quantize_per_tensor_default_10" -> "137 dequantize_per_tensor_default_10" [label="(197, 768)", style=solid]; +"137 dequantize_per_tensor_default_10" -> "144 linear_5" [label="(197, 768)", style=solid]; +"138 _param_constant21_0_0" -> "144 linear_5" [label="(768,)", style=solid]; "139 scale_updated_constant6" -> "141 mul_tensor_6" [label="(768, 1)", style=solid]; "140 compressed_weight_updated_constant6" -> "141 mul_tensor_6" [label="(768, 768)", style=solid]; "141 mul_tensor_6" -> "143 sub_tensor_6" [label="(768, 768)", style=solid]; @@ -1140,11 +1140,11 @@ strict digraph { "148 add_3" -> "175 add_4" [label="(1, 197, 768)", style=solid]; "149 _param_constant22" -> "151 layer_norm_3" [label="(768,)", style=solid]; "150 _param_constant23" -> "151 layer_norm_3" [label="(768,)", style=solid]; -"151 layer_norm_3" -> "153 layer_norm_3_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"152 _param_constant25" -> "161 linear_6" [label="(3072,)", style=solid]; -"153 layer_norm_3_0_0_nncf_smooth_quant_0" -> "154 quantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"154 quantize_per_tensor_default_11" -> "155 dequantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"155 dequantize_per_tensor_default_11" -> "161 linear_6" [label="(1, 197, 768)", style=solid]; +"151 layer_norm_3" -> "152 layer_norm_3_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"152 layer_norm_3_0_0_nncf_smooth_quant_0" -> "153 quantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; +"153 quantize_per_tensor_default_11" -> "154 dequantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; +"154 dequantize_per_tensor_default_11" -> "161 linear_6" [label="(1, 197, 768)", style=solid]; +"155 _param_constant25_0_0" -> "161 linear_6" [label="(3072,)", style=solid]; "156 scale_updated_constant7" -> "158 mul_tensor_7" [label="(3072, 1)", style=solid]; "157 compressed_weight_updated_constant7" -> "158 mul_tensor_7" [label="(3072, 768)", style=solid]; "158 mul_tensor_7" -> "160 sub_tensor_7" [label="(3072, 768)", style=solid]; @@ -1152,11 +1152,11 @@ strict digraph { "160 sub_tensor_7" -> "161 linear_6" [label="(3072, 768)", style=solid]; "161 linear_6" -> "162 gelu_1" [label="(1, 197, 3072)", style=solid]; "162 gelu_1" -> "163 dropout_5" [label="(1, 197, 3072)", style=solid]; -"163 dropout_5" -> "165 dropout_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"164 _param_constant27" -> "173 linear_7" [label="(768,)", style=solid]; -"165 dropout_5_0_0_nncf_smooth_quant_0" -> "166 quantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"166 quantize_per_tensor_default_12" -> "167 dequantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"167 dequantize_per_tensor_default_12" -> "173 linear_7" [label="(1, 197, 3072)", style=solid]; +"163 dropout_5" -> "164 dropout_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"164 dropout_5_0_0_nncf_smooth_quant_0" -> "165 quantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; +"165 quantize_per_tensor_default_12" -> "166 dequantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; +"166 dequantize_per_tensor_default_12" -> "173 linear_7" [label="(1, 197, 3072)", style=solid]; +"167 _param_constant27_0_0" -> "173 linear_7" [label="(768,)", style=solid]; "168 scale_updated_constant8" -> "170 mul_tensor_8" [label="(768, 1)", style=solid]; "169 compressed_weight_updated_constant8" -> "170 mul_tensor_8" [label="(768, 3072)", style=solid]; "170 mul_tensor_8" -> "172 sub_tensor_8" [label="(768, 3072)", style=solid]; @@ -1169,11 +1169,11 @@ strict digraph { "176 _param_constant28" -> "178 layer_norm_4" [label="(768,)", style=solid]; "177 _param_constant29" -> "178 layer_norm_4" [label="(768,)", style=solid]; "178 layer_norm_4" -> "179 transpose_12" [label="(1, 197, 768)", style=solid]; -"179 transpose_12" -> "181 transpose_12_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"180 _param_constant31" -> "189 linear_8" [label="(2304,)", style=solid]; -"181 transpose_12_0_0_nncf_smooth_quant_0" -> "182 quantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; -"182 quantize_per_tensor_default_13" -> "183 dequantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; -"183 dequantize_per_tensor_default_13" -> "189 linear_8" [label="(197, 1, 768)", style=solid]; +"179 transpose_12" -> "180 transpose_12_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"180 transpose_12_0_0_nncf_smooth_quant_0" -> "181 quantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; +"181 quantize_per_tensor_default_13" -> "182 dequantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; +"182 dequantize_per_tensor_default_13" -> "189 linear_8" [label="(197, 1, 768)", style=solid]; +"183 _param_constant31_0_0" -> "189 linear_8" [label="(2304,)", style=solid]; "184 scale_updated_constant9" -> "186 mul_tensor_9" [label="(2304, 1)", style=solid]; "185 compressed_weight_updated_constant9" -> "186 mul_tensor_9" [label="(2304, 768)", style=solid]; "186 mul_tensor_9" -> "188 sub_tensor_9" [label="(2304, 768)", style=solid]; @@ -1205,11 +1205,11 @@ strict digraph { "210 view_21" -> "211 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; "211 scaled_dot_product_attention_2" -> "212 permute_3" [label="(1, 12, 197, 64)", style=solid]; "212 permute_3" -> "213 view_22" [label="(197, 1, 12, 64)", style=solid]; -"213 view_22" -> "215 view_22_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"214 _param_constant33" -> "223 linear_9" [label="(768,)", style=solid]; -"215 view_22_0_0_nncf_smooth_quant_0" -> "216 quantize_per_tensor_default_16" [label="(197, 768)", style=solid]; -"216 quantize_per_tensor_default_16" -> "217 dequantize_per_tensor_default_16" [label="(197, 768)", style=solid]; -"217 dequantize_per_tensor_default_16" -> "223 linear_9" [label="(197, 768)", style=solid]; +"213 view_22" -> "214 view_22_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"214 view_22_0_0_nncf_smooth_quant_0" -> "215 quantize_per_tensor_default_16" [label="(197, 768)", style=solid]; +"215 quantize_per_tensor_default_16" -> "216 dequantize_per_tensor_default_16" [label="(197, 768)", style=solid]; +"216 dequantize_per_tensor_default_16" -> "223 linear_9" [label="(197, 768)", style=solid]; +"217 _param_constant33_0_0" -> "223 linear_9" [label="(768,)", style=solid]; "218 scale_updated_constant10" -> "220 mul_tensor_10" [label="(768, 1)", style=solid]; "219 compressed_weight_updated_constant10" -> "220 mul_tensor_10" [label="(768, 768)", style=solid]; "220 mul_tensor_10" -> "222 sub_tensor_10" [label="(768, 768)", style=solid]; @@ -1223,11 +1223,11 @@ strict digraph { "227 add_5" -> "254 add_6" [label="(1, 197, 768)", style=solid]; "228 _param_constant34" -> "230 layer_norm_5" [label="(768,)", style=solid]; "229 _param_constant35" -> "230 layer_norm_5" [label="(768,)", style=solid]; -"230 layer_norm_5" -> "232 layer_norm_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"231 _param_constant37" -> "240 linear_10" [label="(3072,)", style=solid]; -"232 layer_norm_5_0_0_nncf_smooth_quant_0" -> "233 quantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; -"233 quantize_per_tensor_default_17" -> "234 dequantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; -"234 dequantize_per_tensor_default_17" -> "240 linear_10" [label="(1, 197, 768)", style=solid]; +"230 layer_norm_5" -> "231 layer_norm_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"231 layer_norm_5_0_0_nncf_smooth_quant_0" -> "232 quantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; +"232 quantize_per_tensor_default_17" -> "233 dequantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; +"233 dequantize_per_tensor_default_17" -> "240 linear_10" [label="(1, 197, 768)", style=solid]; +"234 _param_constant37_0_0" -> "240 linear_10" [label="(3072,)", style=solid]; "235 scale_updated_constant11" -> "237 mul_tensor_11" [label="(3072, 1)", style=solid]; "236 compressed_weight_updated_constant11" -> "237 mul_tensor_11" [label="(3072, 768)", style=solid]; "237 mul_tensor_11" -> "239 sub_tensor_11" [label="(3072, 768)", style=solid]; @@ -1235,11 +1235,11 @@ strict digraph { "239 sub_tensor_11" -> "240 linear_10" [label="(3072, 768)", style=solid]; "240 linear_10" -> "241 gelu_2" [label="(1, 197, 3072)", style=solid]; "241 gelu_2" -> "242 dropout_8" [label="(1, 197, 3072)", style=solid]; -"242 dropout_8" -> "244 dropout_8_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"243 _param_constant39" -> "252 linear_11" [label="(768,)", style=solid]; -"244 dropout_8_0_0_nncf_smooth_quant_0" -> "245 quantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; -"245 quantize_per_tensor_default_18" -> "246 dequantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; -"246 dequantize_per_tensor_default_18" -> "252 linear_11" [label="(1, 197, 3072)", style=solid]; +"242 dropout_8" -> "243 dropout_8_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"243 dropout_8_0_0_nncf_smooth_quant_0" -> "244 quantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; +"244 quantize_per_tensor_default_18" -> "245 dequantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; +"245 dequantize_per_tensor_default_18" -> "252 linear_11" [label="(1, 197, 3072)", style=solid]; +"246 _param_constant39_0_0" -> "252 linear_11" [label="(768,)", style=solid]; "247 scale_updated_constant12" -> "249 mul_tensor_12" [label="(768, 1)", style=solid]; "248 compressed_weight_updated_constant12" -> "249 mul_tensor_12" [label="(768, 3072)", style=solid]; "249 mul_tensor_12" -> "251 sub_tensor_12" [label="(768, 3072)", style=solid]; @@ -1252,11 +1252,11 @@ strict digraph { "255 _param_constant40" -> "257 layer_norm_6" [label="(768,)", style=solid]; "256 _param_constant41" -> "257 layer_norm_6" [label="(768,)", style=solid]; "257 layer_norm_6" -> "258 transpose_18" [label="(1, 197, 768)", style=solid]; -"258 transpose_18" -> "260 transpose_18_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"259 _param_constant43" -> "268 linear_12" [label="(2304,)", style=solid]; -"260 transpose_18_0_0_nncf_smooth_quant_0" -> "261 quantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; -"261 quantize_per_tensor_default_19" -> "262 dequantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; -"262 dequantize_per_tensor_default_19" -> "268 linear_12" [label="(197, 1, 768)", style=solid]; +"258 transpose_18" -> "259 transpose_18_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"259 transpose_18_0_0_nncf_smooth_quant_0" -> "260 quantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; +"260 quantize_per_tensor_default_19" -> "261 dequantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; +"261 dequantize_per_tensor_default_19" -> "268 linear_12" [label="(197, 1, 768)", style=solid]; +"262 _param_constant43_0_0" -> "268 linear_12" [label="(2304,)", style=solid]; "263 scale_updated_constant13" -> "265 mul_tensor_13" [label="(2304, 1)", style=solid]; "264 compressed_weight_updated_constant13" -> "265 mul_tensor_13" [label="(2304, 768)", style=solid]; "265 mul_tensor_13" -> "267 sub_tensor_13" [label="(2304, 768)", style=solid]; @@ -1288,11 +1288,11 @@ strict digraph { "289 view_29" -> "290 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; "290 scaled_dot_product_attention_3" -> "291 permute_4" [label="(1, 12, 197, 64)", style=solid]; "291 permute_4" -> "292 view_30" [label="(197, 1, 12, 64)", style=solid]; -"292 view_30" -> "294 view_30_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"293 _param_constant45" -> "302 linear_13" [label="(768,)", style=solid]; -"294 view_30_0_0_nncf_smooth_quant_0" -> "295 quantize_per_tensor_default_22" [label="(197, 768)", style=solid]; -"295 quantize_per_tensor_default_22" -> "296 dequantize_per_tensor_default_22" [label="(197, 768)", style=solid]; -"296 dequantize_per_tensor_default_22" -> "302 linear_13" [label="(197, 768)", style=solid]; +"292 view_30" -> "293 view_30_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"293 view_30_0_0_nncf_smooth_quant_0" -> "294 quantize_per_tensor_default_22" [label="(197, 768)", style=solid]; +"294 quantize_per_tensor_default_22" -> "295 dequantize_per_tensor_default_22" [label="(197, 768)", style=solid]; +"295 dequantize_per_tensor_default_22" -> "302 linear_13" [label="(197, 768)", style=solid]; +"296 _param_constant45_0_0" -> "302 linear_13" [label="(768,)", style=solid]; "297 scale_updated_constant14" -> "299 mul_tensor_14" [label="(768, 1)", style=solid]; "298 compressed_weight_updated_constant14" -> "299 mul_tensor_14" [label="(768, 768)", style=solid]; "299 mul_tensor_14" -> "301 sub_tensor_14" [label="(768, 768)", style=solid]; @@ -1306,11 +1306,11 @@ strict digraph { "306 add_7" -> "333 add_8" [label="(1, 197, 768)", style=solid]; "307 _param_constant46" -> "309 layer_norm_7" [label="(768,)", style=solid]; "308 _param_constant47" -> "309 layer_norm_7" [label="(768,)", style=solid]; -"309 layer_norm_7" -> "311 layer_norm_7_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"310 _param_constant49" -> "319 linear_14" [label="(3072,)", style=solid]; -"311 layer_norm_7_0_0_nncf_smooth_quant_0" -> "312 quantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; -"312 quantize_per_tensor_default_23" -> "313 dequantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; -"313 dequantize_per_tensor_default_23" -> "319 linear_14" [label="(1, 197, 768)", style=solid]; +"309 layer_norm_7" -> "310 layer_norm_7_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"310 layer_norm_7_0_0_nncf_smooth_quant_0" -> "311 quantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; +"311 quantize_per_tensor_default_23" -> "312 dequantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; +"312 dequantize_per_tensor_default_23" -> "319 linear_14" [label="(1, 197, 768)", style=solid]; +"313 _param_constant49_0_0" -> "319 linear_14" [label="(3072,)", style=solid]; "314 scale_updated_constant15" -> "316 mul_tensor_15" [label="(3072, 1)", style=solid]; "315 compressed_weight_updated_constant15" -> "316 mul_tensor_15" [label="(3072, 768)", style=solid]; "316 mul_tensor_15" -> "318 sub_tensor_15" [label="(3072, 768)", style=solid]; @@ -1318,11 +1318,11 @@ strict digraph { "318 sub_tensor_15" -> "319 linear_14" [label="(3072, 768)", style=solid]; "319 linear_14" -> "320 gelu_3" [label="(1, 197, 3072)", style=solid]; "320 gelu_3" -> "321 dropout_11" [label="(1, 197, 3072)", style=solid]; -"321 dropout_11" -> "323 dropout_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"322 _param_constant51" -> "331 linear_15" [label="(768,)", style=solid]; -"323 dropout_11_0_0_nncf_smooth_quant_0" -> "324 quantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; -"324 quantize_per_tensor_default_24" -> "325 dequantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; -"325 dequantize_per_tensor_default_24" -> "331 linear_15" [label="(1, 197, 3072)", style=solid]; +"321 dropout_11" -> "322 dropout_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"322 dropout_11_0_0_nncf_smooth_quant_0" -> "323 quantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; +"323 quantize_per_tensor_default_24" -> "324 dequantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; +"324 dequantize_per_tensor_default_24" -> "331 linear_15" [label="(1, 197, 3072)", style=solid]; +"325 _param_constant51_0_0" -> "331 linear_15" [label="(768,)", style=solid]; "326 scale_updated_constant16" -> "328 mul_tensor_16" [label="(768, 1)", style=solid]; "327 compressed_weight_updated_constant16" -> "328 mul_tensor_16" [label="(768, 3072)", style=solid]; "328 mul_tensor_16" -> "330 sub_tensor_16" [label="(768, 3072)", style=solid]; @@ -1335,11 +1335,11 @@ strict digraph { "334 _param_constant52" -> "336 layer_norm_8" [label="(768,)", style=solid]; "335 _param_constant53" -> "336 layer_norm_8" [label="(768,)", style=solid]; "336 layer_norm_8" -> "337 transpose_24" [label="(1, 197, 768)", style=solid]; -"337 transpose_24" -> "339 transpose_24_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"338 _param_constant55" -> "347 linear_16" [label="(2304,)", style=solid]; -"339 transpose_24_0_0_nncf_smooth_quant_0" -> "340 quantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; -"340 quantize_per_tensor_default_25" -> "341 dequantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; -"341 dequantize_per_tensor_default_25" -> "347 linear_16" [label="(197, 1, 768)", style=solid]; +"337 transpose_24" -> "338 transpose_24_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"338 transpose_24_0_0_nncf_smooth_quant_0" -> "339 quantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; +"339 quantize_per_tensor_default_25" -> "340 dequantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; +"340 dequantize_per_tensor_default_25" -> "347 linear_16" [label="(197, 1, 768)", style=solid]; +"341 _param_constant55_0_0" -> "347 linear_16" [label="(2304,)", style=solid]; "342 scale_updated_constant17" -> "344 mul_tensor_17" [label="(2304, 1)", style=solid]; "343 compressed_weight_updated_constant17" -> "344 mul_tensor_17" [label="(2304, 768)", style=solid]; "344 mul_tensor_17" -> "346 sub_tensor_17" [label="(2304, 768)", style=solid]; @@ -1371,11 +1371,11 @@ strict digraph { "368 view_37" -> "369 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; "369 scaled_dot_product_attention_4" -> "370 permute_5" [label="(1, 12, 197, 64)", style=solid]; "370 permute_5" -> "371 view_38" [label="(197, 1, 12, 64)", style=solid]; -"371 view_38" -> "373 view_38_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"372 _param_constant57" -> "381 linear_17" [label="(768,)", style=solid]; -"373 view_38_0_0_nncf_smooth_quant_0" -> "374 quantize_per_tensor_default_28" [label="(197, 768)", style=solid]; -"374 quantize_per_tensor_default_28" -> "375 dequantize_per_tensor_default_28" [label="(197, 768)", style=solid]; -"375 dequantize_per_tensor_default_28" -> "381 linear_17" [label="(197, 768)", style=solid]; +"371 view_38" -> "372 view_38_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"372 view_38_0_0_nncf_smooth_quant_0" -> "373 quantize_per_tensor_default_28" [label="(197, 768)", style=solid]; +"373 quantize_per_tensor_default_28" -> "374 dequantize_per_tensor_default_28" [label="(197, 768)", style=solid]; +"374 dequantize_per_tensor_default_28" -> "381 linear_17" [label="(197, 768)", style=solid]; +"375 _param_constant57_0_0" -> "381 linear_17" [label="(768,)", style=solid]; "376 scale_updated_constant18" -> "378 mul_tensor_18" [label="(768, 1)", style=solid]; "377 compressed_weight_updated_constant18" -> "378 mul_tensor_18" [label="(768, 768)", style=solid]; "378 mul_tensor_18" -> "380 sub_tensor_18" [label="(768, 768)", style=solid]; @@ -1389,11 +1389,11 @@ strict digraph { "385 add_9" -> "412 add_10" [label="(1, 197, 768)", style=solid]; "386 _param_constant58" -> "388 layer_norm_9" [label="(768,)", style=solid]; "387 _param_constant59" -> "388 layer_norm_9" [label="(768,)", style=solid]; -"388 layer_norm_9" -> "390 layer_norm_9_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"389 _param_constant61" -> "398 linear_18" [label="(3072,)", style=solid]; -"390 layer_norm_9_0_0_nncf_smooth_quant_0" -> "391 quantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; -"391 quantize_per_tensor_default_29" -> "392 dequantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; -"392 dequantize_per_tensor_default_29" -> "398 linear_18" [label="(1, 197, 768)", style=solid]; +"388 layer_norm_9" -> "389 layer_norm_9_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"389 layer_norm_9_0_0_nncf_smooth_quant_0" -> "390 quantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; +"390 quantize_per_tensor_default_29" -> "391 dequantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; +"391 dequantize_per_tensor_default_29" -> "398 linear_18" [label="(1, 197, 768)", style=solid]; +"392 _param_constant61_0_0" -> "398 linear_18" [label="(3072,)", style=solid]; "393 scale_updated_constant19" -> "395 mul_tensor_19" [label="(3072, 1)", style=solid]; "394 compressed_weight_updated_constant19" -> "395 mul_tensor_19" [label="(3072, 768)", style=solid]; "395 mul_tensor_19" -> "397 sub_tensor_19" [label="(3072, 768)", style=solid]; @@ -1401,11 +1401,11 @@ strict digraph { "397 sub_tensor_19" -> "398 linear_18" [label="(3072, 768)", style=solid]; "398 linear_18" -> "399 gelu_4" [label="(1, 197, 3072)", style=solid]; "399 gelu_4" -> "400 dropout_14" [label="(1, 197, 3072)", style=solid]; -"400 dropout_14" -> "402 dropout_14_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"401 _param_constant63" -> "410 linear_19" [label="(768,)", style=solid]; -"402 dropout_14_0_0_nncf_smooth_quant_0" -> "403 quantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; -"403 quantize_per_tensor_default_30" -> "404 dequantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; -"404 dequantize_per_tensor_default_30" -> "410 linear_19" [label="(1, 197, 3072)", style=solid]; +"400 dropout_14" -> "401 dropout_14_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"401 dropout_14_0_0_nncf_smooth_quant_0" -> "402 quantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; +"402 quantize_per_tensor_default_30" -> "403 dequantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; +"403 dequantize_per_tensor_default_30" -> "410 linear_19" [label="(1, 197, 3072)", style=solid]; +"404 _param_constant63_0_0" -> "410 linear_19" [label="(768,)", style=solid]; "405 scale_updated_constant20" -> "407 mul_tensor_20" [label="(768, 1)", style=solid]; "406 compressed_weight_updated_constant20" -> "407 mul_tensor_20" [label="(768, 3072)", style=solid]; "407 mul_tensor_20" -> "409 sub_tensor_20" [label="(768, 3072)", style=solid]; @@ -1418,11 +1418,11 @@ strict digraph { "413 _param_constant64" -> "415 layer_norm_10" [label="(768,)", style=solid]; "414 _param_constant65" -> "415 layer_norm_10" [label="(768,)", style=solid]; "415 layer_norm_10" -> "416 transpose_30" [label="(1, 197, 768)", style=solid]; -"416 transpose_30" -> "418 transpose_30_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"417 _param_constant67" -> "426 linear_20" [label="(2304,)", style=solid]; -"418 transpose_30_0_0_nncf_smooth_quant_0" -> "419 quantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; -"419 quantize_per_tensor_default_31" -> "420 dequantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; -"420 dequantize_per_tensor_default_31" -> "426 linear_20" [label="(197, 1, 768)", style=solid]; +"416 transpose_30" -> "417 transpose_30_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"417 transpose_30_0_0_nncf_smooth_quant_0" -> "418 quantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; +"418 quantize_per_tensor_default_31" -> "419 dequantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; +"419 dequantize_per_tensor_default_31" -> "426 linear_20" [label="(197, 1, 768)", style=solid]; +"420 _param_constant67_0_0" -> "426 linear_20" [label="(2304,)", style=solid]; "421 scale_updated_constant21" -> "423 mul_tensor_21" [label="(2304, 1)", style=solid]; "422 compressed_weight_updated_constant21" -> "423 mul_tensor_21" [label="(2304, 768)", style=solid]; "423 mul_tensor_21" -> "425 sub_tensor_21" [label="(2304, 768)", style=solid]; @@ -1454,11 +1454,11 @@ strict digraph { "447 view_45" -> "448 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; "448 scaled_dot_product_attention_5" -> "449 permute_6" [label="(1, 12, 197, 64)", style=solid]; "449 permute_6" -> "450 view_46" [label="(197, 1, 12, 64)", style=solid]; -"450 view_46" -> "452 view_46_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"451 _param_constant69" -> "460 linear_21" [label="(768,)", style=solid]; -"452 view_46_0_0_nncf_smooth_quant_0" -> "453 quantize_per_tensor_default_34" [label="(197, 768)", style=solid]; -"453 quantize_per_tensor_default_34" -> "454 dequantize_per_tensor_default_34" [label="(197, 768)", style=solid]; -"454 dequantize_per_tensor_default_34" -> "460 linear_21" [label="(197, 768)", style=solid]; +"450 view_46" -> "451 view_46_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"451 view_46_0_0_nncf_smooth_quant_0" -> "452 quantize_per_tensor_default_34" [label="(197, 768)", style=solid]; +"452 quantize_per_tensor_default_34" -> "453 dequantize_per_tensor_default_34" [label="(197, 768)", style=solid]; +"453 dequantize_per_tensor_default_34" -> "460 linear_21" [label="(197, 768)", style=solid]; +"454 _param_constant69_0_0" -> "460 linear_21" [label="(768,)", style=solid]; "455 scale_updated_constant22" -> "457 mul_tensor_22" [label="(768, 1)", style=solid]; "456 compressed_weight_updated_constant22" -> "457 mul_tensor_22" [label="(768, 768)", style=solid]; "457 mul_tensor_22" -> "459 sub_tensor_22" [label="(768, 768)", style=solid]; @@ -1472,11 +1472,11 @@ strict digraph { "464 add_11" -> "491 add_12" [label="(1, 197, 768)", style=solid]; "465 _param_constant70" -> "467 layer_norm_11" [label="(768,)", style=solid]; "466 _param_constant71" -> "467 layer_norm_11" [label="(768,)", style=solid]; -"467 layer_norm_11" -> "469 layer_norm_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"468 _param_constant73" -> "477 linear_22" [label="(3072,)", style=solid]; -"469 layer_norm_11_0_0_nncf_smooth_quant_0" -> "470 quantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; -"470 quantize_per_tensor_default_35" -> "471 dequantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; -"471 dequantize_per_tensor_default_35" -> "477 linear_22" [label="(1, 197, 768)", style=solid]; +"467 layer_norm_11" -> "468 layer_norm_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"468 layer_norm_11_0_0_nncf_smooth_quant_0" -> "469 quantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; +"469 quantize_per_tensor_default_35" -> "470 dequantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; +"470 dequantize_per_tensor_default_35" -> "477 linear_22" [label="(1, 197, 768)", style=solid]; +"471 _param_constant73_0_0" -> "477 linear_22" [label="(3072,)", style=solid]; "472 scale_updated_constant23" -> "474 mul_tensor_23" [label="(3072, 1)", style=solid]; "473 compressed_weight_updated_constant23" -> "474 mul_tensor_23" [label="(3072, 768)", style=solid]; "474 mul_tensor_23" -> "476 sub_tensor_23" [label="(3072, 768)", style=solid]; @@ -1484,11 +1484,11 @@ strict digraph { "476 sub_tensor_23" -> "477 linear_22" [label="(3072, 768)", style=solid]; "477 linear_22" -> "478 gelu_5" [label="(1, 197, 3072)", style=solid]; "478 gelu_5" -> "479 dropout_17" [label="(1, 197, 3072)", style=solid]; -"479 dropout_17" -> "481 dropout_17_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"480 _param_constant75" -> "489 linear_23" [label="(768,)", style=solid]; -"481 dropout_17_0_0_nncf_smooth_quant_0" -> "482 quantize_per_tensor_default_36" [label="(1, 197, 3072)", style=solid]; -"482 quantize_per_tensor_default_36" -> "483 dequantize_per_tensor_default_36" [label="(1, 197, 3072)", style=solid]; -"483 dequantize_per_tensor_default_36" -> "489 linear_23" [label="(1, 197, 3072)", style=solid]; +"479 dropout_17" -> "480 dropout_17_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"480 dropout_17_0_0_nncf_smooth_quant_0" -> "481 quantize_per_tensor_default_36" [label="(1, 197, 3072)", style=solid]; +"481 quantize_per_tensor_default_36" -> "482 dequantize_per_tensor_default_36" [label="(1, 197, 3072)", style=solid]; +"482 dequantize_per_tensor_default_36" -> "489 linear_23" [label="(1, 197, 3072)", style=solid]; +"483 _param_constant75_0_0" -> "489 linear_23" [label="(768,)", style=solid]; "484 scale_updated_constant24" -> "486 mul_tensor_24" [label="(768, 1)", style=solid]; "485 compressed_weight_updated_constant24" -> "486 mul_tensor_24" [label="(768, 3072)", style=solid]; "486 mul_tensor_24" -> "488 sub_tensor_24" [label="(768, 3072)", style=solid]; @@ -1501,11 +1501,11 @@ strict digraph { "492 _param_constant76" -> "494 layer_norm_12" [label="(768,)", style=solid]; "493 _param_constant77" -> "494 layer_norm_12" [label="(768,)", style=solid]; "494 layer_norm_12" -> "495 transpose_36" [label="(1, 197, 768)", style=solid]; -"495 transpose_36" -> "497 transpose_36_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"496 _param_constant79" -> "505 linear_24" [label="(2304,)", style=solid]; -"497 transpose_36_0_0_nncf_smooth_quant_0" -> "498 quantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; -"498 quantize_per_tensor_default_37" -> "499 dequantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; -"499 dequantize_per_tensor_default_37" -> "505 linear_24" [label="(197, 1, 768)", style=solid]; +"495 transpose_36" -> "496 transpose_36_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"496 transpose_36_0_0_nncf_smooth_quant_0" -> "497 quantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; +"497 quantize_per_tensor_default_37" -> "498 dequantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; +"498 dequantize_per_tensor_default_37" -> "505 linear_24" [label="(197, 1, 768)", style=solid]; +"499 _param_constant79_0_0" -> "505 linear_24" [label="(2304,)", style=solid]; "500 scale_updated_constant25" -> "502 mul_tensor_25" [label="(2304, 1)", style=solid]; "501 compressed_weight_updated_constant25" -> "502 mul_tensor_25" [label="(2304, 768)", style=solid]; "502 mul_tensor_25" -> "504 sub_tensor_25" [label="(2304, 768)", style=solid]; @@ -1537,11 +1537,11 @@ strict digraph { "526 view_53" -> "527 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; "527 scaled_dot_product_attention_6" -> "528 permute_7" [label="(1, 12, 197, 64)", style=solid]; "528 permute_7" -> "529 view_54" [label="(197, 1, 12, 64)", style=solid]; -"529 view_54" -> "531 view_54_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"530 _param_constant81" -> "539 linear_25" [label="(768,)", style=solid]; -"531 view_54_0_0_nncf_smooth_quant_0" -> "532 quantize_per_tensor_default_40" [label="(197, 768)", style=solid]; -"532 quantize_per_tensor_default_40" -> "533 dequantize_per_tensor_default_40" [label="(197, 768)", style=solid]; -"533 dequantize_per_tensor_default_40" -> "539 linear_25" [label="(197, 768)", style=solid]; +"529 view_54" -> "530 view_54_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"530 view_54_0_0_nncf_smooth_quant_0" -> "531 quantize_per_tensor_default_40" [label="(197, 768)", style=solid]; +"531 quantize_per_tensor_default_40" -> "532 dequantize_per_tensor_default_40" [label="(197, 768)", style=solid]; +"532 dequantize_per_tensor_default_40" -> "539 linear_25" [label="(197, 768)", style=solid]; +"533 _param_constant81_0_0" -> "539 linear_25" [label="(768,)", style=solid]; "534 scale_updated_constant26" -> "536 mul_tensor_26" [label="(768, 1)", style=solid]; "535 compressed_weight_updated_constant26" -> "536 mul_tensor_26" [label="(768, 768)", style=solid]; "536 mul_tensor_26" -> "538 sub_tensor_26" [label="(768, 768)", style=solid]; @@ -1555,11 +1555,11 @@ strict digraph { "543 add_13" -> "570 add_14" [label="(1, 197, 768)", style=solid]; "544 _param_constant82" -> "546 layer_norm_13" [label="(768,)", style=solid]; "545 _param_constant83" -> "546 layer_norm_13" [label="(768,)", style=solid]; -"546 layer_norm_13" -> "548 layer_norm_13_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"547 _param_constant85" -> "556 linear_26" [label="(3072,)", style=solid]; -"548 layer_norm_13_0_0_nncf_smooth_quant_0" -> "549 quantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; -"549 quantize_per_tensor_default_41" -> "550 dequantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; -"550 dequantize_per_tensor_default_41" -> "556 linear_26" [label="(1, 197, 768)", style=solid]; +"546 layer_norm_13" -> "547 layer_norm_13_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"547 layer_norm_13_0_0_nncf_smooth_quant_0" -> "548 quantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; +"548 quantize_per_tensor_default_41" -> "549 dequantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; +"549 dequantize_per_tensor_default_41" -> "556 linear_26" [label="(1, 197, 768)", style=solid]; +"550 _param_constant85_0_0" -> "556 linear_26" [label="(3072,)", style=solid]; "551 scale_updated_constant27" -> "553 mul_tensor_27" [label="(3072, 1)", style=solid]; "552 compressed_weight_updated_constant27" -> "553 mul_tensor_27" [label="(3072, 768)", style=solid]; "553 mul_tensor_27" -> "555 sub_tensor_27" [label="(3072, 768)", style=solid]; @@ -1567,11 +1567,11 @@ strict digraph { "555 sub_tensor_27" -> "556 linear_26" [label="(3072, 768)", style=solid]; "556 linear_26" -> "557 gelu_6" [label="(1, 197, 3072)", style=solid]; "557 gelu_6" -> "558 dropout_20" [label="(1, 197, 3072)", style=solid]; -"558 dropout_20" -> "560 dropout_20_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"559 _param_constant87" -> "568 linear_27" [label="(768,)", style=solid]; -"560 dropout_20_0_0_nncf_smooth_quant_0" -> "561 quantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; -"561 quantize_per_tensor_default_42" -> "562 dequantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; -"562 dequantize_per_tensor_default_42" -> "568 linear_27" [label="(1, 197, 3072)", style=solid]; +"558 dropout_20" -> "559 dropout_20_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"559 dropout_20_0_0_nncf_smooth_quant_0" -> "560 quantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; +"560 quantize_per_tensor_default_42" -> "561 dequantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; +"561 dequantize_per_tensor_default_42" -> "568 linear_27" [label="(1, 197, 3072)", style=solid]; +"562 _param_constant87_0_0" -> "568 linear_27" [label="(768,)", style=solid]; "563 scale_updated_constant28" -> "565 mul_tensor_28" [label="(768, 1)", style=solid]; "564 compressed_weight_updated_constant28" -> "565 mul_tensor_28" [label="(768, 3072)", style=solid]; "565 mul_tensor_28" -> "567 sub_tensor_28" [label="(768, 3072)", style=solid]; @@ -1584,11 +1584,11 @@ strict digraph { "571 _param_constant88" -> "573 layer_norm_14" [label="(768,)", style=solid]; "572 _param_constant89" -> "573 layer_norm_14" [label="(768,)", style=solid]; "573 layer_norm_14" -> "574 transpose_42" [label="(1, 197, 768)", style=solid]; -"574 transpose_42" -> "576 transpose_42_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"575 _param_constant91" -> "584 linear_28" [label="(2304,)", style=solid]; -"576 transpose_42_0_0_nncf_smooth_quant_0" -> "577 quantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; -"577 quantize_per_tensor_default_43" -> "578 dequantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; -"578 dequantize_per_tensor_default_43" -> "584 linear_28" [label="(197, 1, 768)", style=solid]; +"574 transpose_42" -> "575 transpose_42_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"575 transpose_42_0_0_nncf_smooth_quant_0" -> "576 quantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; +"576 quantize_per_tensor_default_43" -> "577 dequantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; +"577 dequantize_per_tensor_default_43" -> "584 linear_28" [label="(197, 1, 768)", style=solid]; +"578 _param_constant91_0_0" -> "584 linear_28" [label="(2304,)", style=solid]; "579 scale_updated_constant29" -> "581 mul_tensor_29" [label="(2304, 1)", style=solid]; "580 compressed_weight_updated_constant29" -> "581 mul_tensor_29" [label="(2304, 768)", style=solid]; "581 mul_tensor_29" -> "583 sub_tensor_29" [label="(2304, 768)", style=solid]; @@ -1620,11 +1620,11 @@ strict digraph { "605 view_61" -> "606 scaled_dot_product_attention_7" [label="(1, 12, 197, 64)", style=solid]; "606 scaled_dot_product_attention_7" -> "607 permute_8" [label="(1, 12, 197, 64)", style=solid]; "607 permute_8" -> "608 view_62" [label="(197, 1, 12, 64)", style=solid]; -"608 view_62" -> "610 view_62_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"609 _param_constant93" -> "618 linear_29" [label="(768,)", style=solid]; -"610 view_62_0_0_nncf_smooth_quant_0" -> "611 quantize_per_tensor_default_46" [label="(197, 768)", style=solid]; -"611 quantize_per_tensor_default_46" -> "612 dequantize_per_tensor_default_46" [label="(197, 768)", style=solid]; -"612 dequantize_per_tensor_default_46" -> "618 linear_29" [label="(197, 768)", style=solid]; +"608 view_62" -> "609 view_62_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"609 view_62_0_0_nncf_smooth_quant_0" -> "610 quantize_per_tensor_default_46" [label="(197, 768)", style=solid]; +"610 quantize_per_tensor_default_46" -> "611 dequantize_per_tensor_default_46" [label="(197, 768)", style=solid]; +"611 dequantize_per_tensor_default_46" -> "618 linear_29" [label="(197, 768)", style=solid]; +"612 _param_constant93_0_0" -> "618 linear_29" [label="(768,)", style=solid]; "613 scale_updated_constant30" -> "615 mul_tensor_30" [label="(768, 1)", style=solid]; "614 compressed_weight_updated_constant30" -> "615 mul_tensor_30" [label="(768, 768)", style=solid]; "615 mul_tensor_30" -> "617 sub_tensor_30" [label="(768, 768)", style=solid]; @@ -1638,11 +1638,11 @@ strict digraph { "622 add_15" -> "649 add_16" [label="(1, 197, 768)", style=solid]; "623 _param_constant94" -> "625 layer_norm_15" [label="(768,)", style=solid]; "624 _param_constant95" -> "625 layer_norm_15" [label="(768,)", style=solid]; -"625 layer_norm_15" -> "627 layer_norm_15_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"626 _param_constant97" -> "635 linear_30" [label="(3072,)", style=solid]; -"627 layer_norm_15_0_0_nncf_smooth_quant_0" -> "628 quantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; -"628 quantize_per_tensor_default_47" -> "629 dequantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; -"629 dequantize_per_tensor_default_47" -> "635 linear_30" [label="(1, 197, 768)", style=solid]; +"625 layer_norm_15" -> "626 layer_norm_15_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"626 layer_norm_15_0_0_nncf_smooth_quant_0" -> "627 quantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; +"627 quantize_per_tensor_default_47" -> "628 dequantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; +"628 dequantize_per_tensor_default_47" -> "635 linear_30" [label="(1, 197, 768)", style=solid]; +"629 _param_constant97_0_0" -> "635 linear_30" [label="(3072,)", style=solid]; "630 scale_updated_constant31" -> "632 mul_tensor_31" [label="(3072, 1)", style=solid]; "631 compressed_weight_updated_constant31" -> "632 mul_tensor_31" [label="(3072, 768)", style=solid]; "632 mul_tensor_31" -> "634 sub_tensor_31" [label="(3072, 768)", style=solid]; @@ -1650,11 +1650,11 @@ strict digraph { "634 sub_tensor_31" -> "635 linear_30" [label="(3072, 768)", style=solid]; "635 linear_30" -> "636 gelu_7" [label="(1, 197, 3072)", style=solid]; "636 gelu_7" -> "637 dropout_23" [label="(1, 197, 3072)", style=solid]; -"637 dropout_23" -> "639 dropout_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"638 _param_constant99" -> "647 linear_31" [label="(768,)", style=solid]; -"639 dropout_23_0_0_nncf_smooth_quant_0" -> "640 quantize_per_tensor_default_48" [label="(1, 197, 3072)", style=solid]; -"640 quantize_per_tensor_default_48" -> "641 dequantize_per_tensor_default_48" [label="(1, 197, 3072)", style=solid]; -"641 dequantize_per_tensor_default_48" -> "647 linear_31" [label="(1, 197, 3072)", style=solid]; +"637 dropout_23" -> "638 dropout_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"638 dropout_23_0_0_nncf_smooth_quant_0" -> "639 quantize_per_tensor_default_48" [label="(1, 197, 3072)", style=solid]; +"639 quantize_per_tensor_default_48" -> "640 dequantize_per_tensor_default_48" [label="(1, 197, 3072)", style=solid]; +"640 dequantize_per_tensor_default_48" -> "647 linear_31" [label="(1, 197, 3072)", style=solid]; +"641 _param_constant99_0_0" -> "647 linear_31" [label="(768,)", style=solid]; "642 scale_updated_constant32" -> "644 mul_tensor_32" [label="(768, 1)", style=solid]; "643 compressed_weight_updated_constant32" -> "644 mul_tensor_32" [label="(768, 3072)", style=solid]; "644 mul_tensor_32" -> "646 sub_tensor_32" [label="(768, 3072)", style=solid]; @@ -1667,11 +1667,11 @@ strict digraph { "650 _param_constant100" -> "652 layer_norm_16" [label="(768,)", style=solid]; "651 _param_constant101" -> "652 layer_norm_16" [label="(768,)", style=solid]; "652 layer_norm_16" -> "653 transpose_48" [label="(1, 197, 768)", style=solid]; -"653 transpose_48" -> "655 transpose_48_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"654 _param_constant103" -> "663 linear_32" [label="(2304,)", style=solid]; -"655 transpose_48_0_0_nncf_smooth_quant_0" -> "656 quantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; -"656 quantize_per_tensor_default_49" -> "657 dequantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; -"657 dequantize_per_tensor_default_49" -> "663 linear_32" [label="(197, 1, 768)", style=solid]; +"653 transpose_48" -> "654 transpose_48_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"654 transpose_48_0_0_nncf_smooth_quant_0" -> "655 quantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; +"655 quantize_per_tensor_default_49" -> "656 dequantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; +"656 dequantize_per_tensor_default_49" -> "663 linear_32" [label="(197, 1, 768)", style=solid]; +"657 _param_constant103_0_0" -> "663 linear_32" [label="(2304,)", style=solid]; "658 scale_updated_constant33" -> "660 mul_tensor_33" [label="(2304, 1)", style=solid]; "659 compressed_weight_updated_constant33" -> "660 mul_tensor_33" [label="(2304, 768)", style=solid]; "660 mul_tensor_33" -> "662 sub_tensor_33" [label="(2304, 768)", style=solid]; @@ -1703,11 +1703,11 @@ strict digraph { "684 view_69" -> "685 scaled_dot_product_attention_8" [label="(1, 12, 197, 64)", style=solid]; "685 scaled_dot_product_attention_8" -> "686 permute_9" [label="(1, 12, 197, 64)", style=solid]; "686 permute_9" -> "687 view_70" [label="(197, 1, 12, 64)", style=solid]; -"687 view_70" -> "689 view_70_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"688 _param_constant105" -> "697 linear_33" [label="(768,)", style=solid]; -"689 view_70_0_0_nncf_smooth_quant_0" -> "690 quantize_per_tensor_default_52" [label="(197, 768)", style=solid]; -"690 quantize_per_tensor_default_52" -> "691 dequantize_per_tensor_default_52" [label="(197, 768)", style=solid]; -"691 dequantize_per_tensor_default_52" -> "697 linear_33" [label="(197, 768)", style=solid]; +"687 view_70" -> "688 view_70_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"688 view_70_0_0_nncf_smooth_quant_0" -> "689 quantize_per_tensor_default_52" [label="(197, 768)", style=solid]; +"689 quantize_per_tensor_default_52" -> "690 dequantize_per_tensor_default_52" [label="(197, 768)", style=solid]; +"690 dequantize_per_tensor_default_52" -> "697 linear_33" [label="(197, 768)", style=solid]; +"691 _param_constant105_0_0" -> "697 linear_33" [label="(768,)", style=solid]; "692 scale_updated_constant34" -> "694 mul_tensor_34" [label="(768, 1)", style=solid]; "693 compressed_weight_updated_constant34" -> "694 mul_tensor_34" [label="(768, 768)", style=solid]; "694 mul_tensor_34" -> "696 sub_tensor_34" [label="(768, 768)", style=solid]; @@ -1721,11 +1721,11 @@ strict digraph { "701 add_17" -> "728 add_18" [label="(1, 197, 768)", style=solid]; "702 _param_constant106" -> "704 layer_norm_17" [label="(768,)", style=solid]; "703 _param_constant107" -> "704 layer_norm_17" [label="(768,)", style=solid]; -"704 layer_norm_17" -> "706 layer_norm_17_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"705 _param_constant109" -> "714 linear_34" [label="(3072,)", style=solid]; -"706 layer_norm_17_0_0_nncf_smooth_quant_0" -> "707 quantize_per_tensor_default_53" [label="(1, 197, 768)", style=solid]; -"707 quantize_per_tensor_default_53" -> "708 dequantize_per_tensor_default_53" [label="(1, 197, 768)", style=solid]; -"708 dequantize_per_tensor_default_53" -> "714 linear_34" [label="(1, 197, 768)", style=solid]; +"704 layer_norm_17" -> "705 layer_norm_17_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"705 layer_norm_17_0_0_nncf_smooth_quant_0" -> "706 quantize_per_tensor_default_53" [label="(1, 197, 768)", style=solid]; +"706 quantize_per_tensor_default_53" -> "707 dequantize_per_tensor_default_53" [label="(1, 197, 768)", style=solid]; +"707 dequantize_per_tensor_default_53" -> "714 linear_34" [label="(1, 197, 768)", style=solid]; +"708 _param_constant109_0_0" -> "714 linear_34" [label="(3072,)", style=solid]; "709 scale_updated_constant35" -> "711 mul_tensor_35" [label="(3072, 1)", style=solid]; "710 compressed_weight_updated_constant35" -> "711 mul_tensor_35" [label="(3072, 768)", style=solid]; "711 mul_tensor_35" -> "713 sub_tensor_35" [label="(3072, 768)", style=solid]; @@ -1733,11 +1733,11 @@ strict digraph { "713 sub_tensor_35" -> "714 linear_34" [label="(3072, 768)", style=solid]; "714 linear_34" -> "715 gelu_8" [label="(1, 197, 3072)", style=solid]; "715 gelu_8" -> "716 dropout_26" [label="(1, 197, 3072)", style=solid]; -"716 dropout_26" -> "718 dropout_26_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"717 _param_constant111" -> "726 linear_35" [label="(768,)", style=solid]; -"718 dropout_26_0_0_nncf_smooth_quant_0" -> "719 quantize_per_tensor_default_54" [label="(1, 197, 3072)", style=solid]; -"719 quantize_per_tensor_default_54" -> "720 dequantize_per_tensor_default_54" [label="(1, 197, 3072)", style=solid]; -"720 dequantize_per_tensor_default_54" -> "726 linear_35" [label="(1, 197, 3072)", style=solid]; +"716 dropout_26" -> "717 dropout_26_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"717 dropout_26_0_0_nncf_smooth_quant_0" -> "718 quantize_per_tensor_default_54" [label="(1, 197, 3072)", style=solid]; +"718 quantize_per_tensor_default_54" -> "719 dequantize_per_tensor_default_54" [label="(1, 197, 3072)", style=solid]; +"719 dequantize_per_tensor_default_54" -> "726 linear_35" [label="(1, 197, 3072)", style=solid]; +"720 _param_constant111_0_0" -> "726 linear_35" [label="(768,)", style=solid]; "721 scale_updated_constant36" -> "723 mul_tensor_36" [label="(768, 1)", style=solid]; "722 compressed_weight_updated_constant36" -> "723 mul_tensor_36" [label="(768, 3072)", style=solid]; "723 mul_tensor_36" -> "725 sub_tensor_36" [label="(768, 3072)", style=solid]; @@ -1750,11 +1750,11 @@ strict digraph { "729 _param_constant112" -> "731 layer_norm_18" [label="(768,)", style=solid]; "730 _param_constant113" -> "731 layer_norm_18" [label="(768,)", style=solid]; "731 layer_norm_18" -> "732 transpose_54" [label="(1, 197, 768)", style=solid]; -"732 transpose_54" -> "734 transpose_54_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"733 _param_constant115" -> "742 linear_36" [label="(2304,)", style=solid]; -"734 transpose_54_0_0_nncf_smooth_quant_0" -> "735 quantize_per_tensor_default_55" [label="(197, 1, 768)", style=solid]; -"735 quantize_per_tensor_default_55" -> "736 dequantize_per_tensor_default_55" [label="(197, 1, 768)", style=solid]; -"736 dequantize_per_tensor_default_55" -> "742 linear_36" [label="(197, 1, 768)", style=solid]; +"732 transpose_54" -> "733 transpose_54_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"733 transpose_54_0_0_nncf_smooth_quant_0" -> "734 quantize_per_tensor_default_55" [label="(197, 1, 768)", style=solid]; +"734 quantize_per_tensor_default_55" -> "735 dequantize_per_tensor_default_55" [label="(197, 1, 768)", style=solid]; +"735 dequantize_per_tensor_default_55" -> "742 linear_36" [label="(197, 1, 768)", style=solid]; +"736 _param_constant115_0_0" -> "742 linear_36" [label="(2304,)", style=solid]; "737 scale_updated_constant37" -> "739 mul_tensor_37" [label="(2304, 1)", style=solid]; "738 compressed_weight_updated_constant37" -> "739 mul_tensor_37" [label="(2304, 768)", style=solid]; "739 mul_tensor_37" -> "741 sub_tensor_37" [label="(2304, 768)", style=solid]; @@ -1786,11 +1786,11 @@ strict digraph { "763 view_77" -> "764 scaled_dot_product_attention_9" [label="(1, 12, 197, 64)", style=solid]; "764 scaled_dot_product_attention_9" -> "765 permute_10" [label="(1, 12, 197, 64)", style=solid]; "765 permute_10" -> "766 view_78" [label="(197, 1, 12, 64)", style=solid]; -"766 view_78" -> "768 view_78_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"767 _param_constant117" -> "776 linear_37" [label="(768,)", style=solid]; -"768 view_78_0_0_nncf_smooth_quant_0" -> "769 quantize_per_tensor_default_58" [label="(197, 768)", style=solid]; -"769 quantize_per_tensor_default_58" -> "770 dequantize_per_tensor_default_58" [label="(197, 768)", style=solid]; -"770 dequantize_per_tensor_default_58" -> "776 linear_37" [label="(197, 768)", style=solid]; +"766 view_78" -> "767 view_78_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"767 view_78_0_0_nncf_smooth_quant_0" -> "768 quantize_per_tensor_default_58" [label="(197, 768)", style=solid]; +"768 quantize_per_tensor_default_58" -> "769 dequantize_per_tensor_default_58" [label="(197, 768)", style=solid]; +"769 dequantize_per_tensor_default_58" -> "776 linear_37" [label="(197, 768)", style=solid]; +"770 _param_constant117_0_0" -> "776 linear_37" [label="(768,)", style=solid]; "771 scale_updated_constant38" -> "773 mul_tensor_38" [label="(768, 1)", style=solid]; "772 compressed_weight_updated_constant38" -> "773 mul_tensor_38" [label="(768, 768)", style=solid]; "773 mul_tensor_38" -> "775 sub_tensor_38" [label="(768, 768)", style=solid]; @@ -1804,11 +1804,11 @@ strict digraph { "780 add_19" -> "807 add_20" [label="(1, 197, 768)", style=solid]; "781 _param_constant118" -> "783 layer_norm_19" [label="(768,)", style=solid]; "782 _param_constant119" -> "783 layer_norm_19" [label="(768,)", style=solid]; -"783 layer_norm_19" -> "785 layer_norm_19_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"784 _param_constant121" -> "793 linear_38" [label="(3072,)", style=solid]; -"785 layer_norm_19_0_0_nncf_smooth_quant_0" -> "786 quantize_per_tensor_default_59" [label="(1, 197, 768)", style=solid]; -"786 quantize_per_tensor_default_59" -> "787 dequantize_per_tensor_default_59" [label="(1, 197, 768)", style=solid]; -"787 dequantize_per_tensor_default_59" -> "793 linear_38" [label="(1, 197, 768)", style=solid]; +"783 layer_norm_19" -> "784 layer_norm_19_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"784 layer_norm_19_0_0_nncf_smooth_quant_0" -> "785 quantize_per_tensor_default_59" [label="(1, 197, 768)", style=solid]; +"785 quantize_per_tensor_default_59" -> "786 dequantize_per_tensor_default_59" [label="(1, 197, 768)", style=solid]; +"786 dequantize_per_tensor_default_59" -> "793 linear_38" [label="(1, 197, 768)", style=solid]; +"787 _param_constant121_0_0" -> "793 linear_38" [label="(3072,)", style=solid]; "788 scale_updated_constant39" -> "790 mul_tensor_39" [label="(3072, 1)", style=solid]; "789 compressed_weight_updated_constant39" -> "790 mul_tensor_39" [label="(3072, 768)", style=solid]; "790 mul_tensor_39" -> "792 sub_tensor_39" [label="(3072, 768)", style=solid]; @@ -1816,11 +1816,11 @@ strict digraph { "792 sub_tensor_39" -> "793 linear_38" [label="(3072, 768)", style=solid]; "793 linear_38" -> "794 gelu_9" [label="(1, 197, 3072)", style=solid]; "794 gelu_9" -> "795 dropout_29" [label="(1, 197, 3072)", style=solid]; -"795 dropout_29" -> "797 dropout_29_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"796 _param_constant123" -> "805 linear_39" [label="(768,)", style=solid]; -"797 dropout_29_0_0_nncf_smooth_quant_0" -> "798 quantize_per_tensor_default_60" [label="(1, 197, 3072)", style=solid]; -"798 quantize_per_tensor_default_60" -> "799 dequantize_per_tensor_default_60" [label="(1, 197, 3072)", style=solid]; -"799 dequantize_per_tensor_default_60" -> "805 linear_39" [label="(1, 197, 3072)", style=solid]; +"795 dropout_29" -> "796 dropout_29_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"796 dropout_29_0_0_nncf_smooth_quant_0" -> "797 quantize_per_tensor_default_60" [label="(1, 197, 3072)", style=solid]; +"797 quantize_per_tensor_default_60" -> "798 dequantize_per_tensor_default_60" [label="(1, 197, 3072)", style=solid]; +"798 dequantize_per_tensor_default_60" -> "805 linear_39" [label="(1, 197, 3072)", style=solid]; +"799 _param_constant123_0_0" -> "805 linear_39" [label="(768,)", style=solid]; "800 scale_updated_constant40" -> "802 mul_tensor_40" [label="(768, 1)", style=solid]; "801 compressed_weight_updated_constant40" -> "802 mul_tensor_40" [label="(768, 3072)", style=solid]; "802 mul_tensor_40" -> "804 sub_tensor_40" [label="(768, 3072)", style=solid]; @@ -1833,11 +1833,11 @@ strict digraph { "808 _param_constant124" -> "810 layer_norm_20" [label="(768,)", style=solid]; "809 _param_constant125" -> "810 layer_norm_20" [label="(768,)", style=solid]; "810 layer_norm_20" -> "811 transpose_60" [label="(1, 197, 768)", style=solid]; -"811 transpose_60" -> "813 transpose_60_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"812 _param_constant127" -> "821 linear_40" [label="(2304,)", style=solid]; -"813 transpose_60_0_0_nncf_smooth_quant_0" -> "814 quantize_per_tensor_default_61" [label="(197, 1, 768)", style=solid]; -"814 quantize_per_tensor_default_61" -> "815 dequantize_per_tensor_default_61" [label="(197, 1, 768)", style=solid]; -"815 dequantize_per_tensor_default_61" -> "821 linear_40" [label="(197, 1, 768)", style=solid]; +"811 transpose_60" -> "812 transpose_60_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"812 transpose_60_0_0_nncf_smooth_quant_0" -> "813 quantize_per_tensor_default_61" [label="(197, 1, 768)", style=solid]; +"813 quantize_per_tensor_default_61" -> "814 dequantize_per_tensor_default_61" [label="(197, 1, 768)", style=solid]; +"814 dequantize_per_tensor_default_61" -> "821 linear_40" [label="(197, 1, 768)", style=solid]; +"815 _param_constant127_0_0" -> "821 linear_40" [label="(2304,)", style=solid]; "816 scale_updated_constant41" -> "818 mul_tensor_41" [label="(2304, 1)", style=solid]; "817 compressed_weight_updated_constant41" -> "818 mul_tensor_41" [label="(2304, 768)", style=solid]; "818 mul_tensor_41" -> "820 sub_tensor_41" [label="(2304, 768)", style=solid]; @@ -1869,11 +1869,11 @@ strict digraph { "842 view_85" -> "843 scaled_dot_product_attention_10" [label="(1, 12, 197, 64)", style=solid]; "843 scaled_dot_product_attention_10" -> "844 permute_11" [label="(1, 12, 197, 64)", style=solid]; "844 permute_11" -> "845 view_86" [label="(197, 1, 12, 64)", style=solid]; -"845 view_86" -> "847 view_86_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"846 _param_constant129" -> "855 linear_41" [label="(768,)", style=solid]; -"847 view_86_0_0_nncf_smooth_quant_0" -> "848 quantize_per_tensor_default_64" [label="(197, 768)", style=solid]; -"848 quantize_per_tensor_default_64" -> "849 dequantize_per_tensor_default_64" [label="(197, 768)", style=solid]; -"849 dequantize_per_tensor_default_64" -> "855 linear_41" [label="(197, 768)", style=solid]; +"845 view_86" -> "846 view_86_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"846 view_86_0_0_nncf_smooth_quant_0" -> "847 quantize_per_tensor_default_64" [label="(197, 768)", style=solid]; +"847 quantize_per_tensor_default_64" -> "848 dequantize_per_tensor_default_64" [label="(197, 768)", style=solid]; +"848 dequantize_per_tensor_default_64" -> "855 linear_41" [label="(197, 768)", style=solid]; +"849 _param_constant129_0_0" -> "855 linear_41" [label="(768,)", style=solid]; "850 scale_updated_constant42" -> "852 mul_tensor_42" [label="(768, 1)", style=solid]; "851 compressed_weight_updated_constant42" -> "852 mul_tensor_42" [label="(768, 768)", style=solid]; "852 mul_tensor_42" -> "854 sub_tensor_42" [label="(768, 768)", style=solid]; @@ -1887,11 +1887,11 @@ strict digraph { "859 add_21" -> "886 add_22" [label="(1, 197, 768)", style=solid]; "860 _param_constant130" -> "862 layer_norm_21" [label="(768,)", style=solid]; "861 _param_constant131" -> "862 layer_norm_21" [label="(768,)", style=solid]; -"862 layer_norm_21" -> "864 layer_norm_21_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"863 _param_constant133" -> "872 linear_42" [label="(3072,)", style=solid]; -"864 layer_norm_21_0_0_nncf_smooth_quant_0" -> "865 quantize_per_tensor_default_65" [label="(1, 197, 768)", style=solid]; -"865 quantize_per_tensor_default_65" -> "866 dequantize_per_tensor_default_65" [label="(1, 197, 768)", style=solid]; -"866 dequantize_per_tensor_default_65" -> "872 linear_42" [label="(1, 197, 768)", style=solid]; +"862 layer_norm_21" -> "863 layer_norm_21_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"863 layer_norm_21_0_0_nncf_smooth_quant_0" -> "864 quantize_per_tensor_default_65" [label="(1, 197, 768)", style=solid]; +"864 quantize_per_tensor_default_65" -> "865 dequantize_per_tensor_default_65" [label="(1, 197, 768)", style=solid]; +"865 dequantize_per_tensor_default_65" -> "872 linear_42" [label="(1, 197, 768)", style=solid]; +"866 _param_constant133_0_0" -> "872 linear_42" [label="(3072,)", style=solid]; "867 scale_updated_constant43" -> "869 mul_tensor_43" [label="(3072, 1)", style=solid]; "868 compressed_weight_updated_constant43" -> "869 mul_tensor_43" [label="(3072, 768)", style=solid]; "869 mul_tensor_43" -> "871 sub_tensor_43" [label="(3072, 768)", style=solid]; @@ -1899,11 +1899,11 @@ strict digraph { "871 sub_tensor_43" -> "872 linear_42" [label="(3072, 768)", style=solid]; "872 linear_42" -> "873 gelu_10" [label="(1, 197, 3072)", style=solid]; "873 gelu_10" -> "874 dropout_32" [label="(1, 197, 3072)", style=solid]; -"874 dropout_32" -> "876 dropout_32_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"875 _param_constant135" -> "884 linear_43" [label="(768,)", style=solid]; -"876 dropout_32_0_0_nncf_smooth_quant_0" -> "877 quantize_per_tensor_default_66" [label="(1, 197, 3072)", style=solid]; -"877 quantize_per_tensor_default_66" -> "878 dequantize_per_tensor_default_66" [label="(1, 197, 3072)", style=solid]; -"878 dequantize_per_tensor_default_66" -> "884 linear_43" [label="(1, 197, 3072)", style=solid]; +"874 dropout_32" -> "875 dropout_32_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"875 dropout_32_0_0_nncf_smooth_quant_0" -> "876 quantize_per_tensor_default_66" [label="(1, 197, 3072)", style=solid]; +"876 quantize_per_tensor_default_66" -> "877 dequantize_per_tensor_default_66" [label="(1, 197, 3072)", style=solid]; +"877 dequantize_per_tensor_default_66" -> "884 linear_43" [label="(1, 197, 3072)", style=solid]; +"878 _param_constant135_0_0" -> "884 linear_43" [label="(768,)", style=solid]; "879 scale_updated_constant44" -> "881 mul_tensor_44" [label="(768, 1)", style=solid]; "880 compressed_weight_updated_constant44" -> "881 mul_tensor_44" [label="(768, 3072)", style=solid]; "881 mul_tensor_44" -> "883 sub_tensor_44" [label="(768, 3072)", style=solid]; @@ -1916,11 +1916,11 @@ strict digraph { "887 _param_constant136" -> "889 layer_norm_22" [label="(768,)", style=solid]; "888 _param_constant137" -> "889 layer_norm_22" [label="(768,)", style=solid]; "889 layer_norm_22" -> "890 transpose_66" [label="(1, 197, 768)", style=solid]; -"890 transpose_66" -> "892 transpose_66_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"891 _param_constant139" -> "900 linear_44" [label="(2304,)", style=solid]; -"892 transpose_66_0_0_nncf_smooth_quant_0" -> "893 quantize_per_tensor_default_67" [label="(197, 1, 768)", style=solid]; -"893 quantize_per_tensor_default_67" -> "894 dequantize_per_tensor_default_67" [label="(197, 1, 768)", style=solid]; -"894 dequantize_per_tensor_default_67" -> "900 linear_44" [label="(197, 1, 768)", style=solid]; +"890 transpose_66" -> "891 transpose_66_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"891 transpose_66_0_0_nncf_smooth_quant_0" -> "892 quantize_per_tensor_default_67" [label="(197, 1, 768)", style=solid]; +"892 quantize_per_tensor_default_67" -> "893 dequantize_per_tensor_default_67" [label="(197, 1, 768)", style=solid]; +"893 dequantize_per_tensor_default_67" -> "900 linear_44" [label="(197, 1, 768)", style=solid]; +"894 _param_constant139_0_0" -> "900 linear_44" [label="(2304,)", style=solid]; "895 scale_updated_constant45" -> "897 mul_tensor_45" [label="(2304, 1)", style=solid]; "896 compressed_weight_updated_constant45" -> "897 mul_tensor_45" [label="(2304, 768)", style=solid]; "897 mul_tensor_45" -> "899 sub_tensor_45" [label="(2304, 768)", style=solid]; @@ -1952,11 +1952,11 @@ strict digraph { "921 view_93" -> "922 scaled_dot_product_attention_11" [label="(1, 12, 197, 64)", style=solid]; "922 scaled_dot_product_attention_11" -> "923 permute_12" [label="(1, 12, 197, 64)", style=solid]; "923 permute_12" -> "924 view_94" [label="(197, 1, 12, 64)", style=solid]; -"924 view_94" -> "926 view_94_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"925 _param_constant141" -> "934 linear_45" [label="(768,)", style=solid]; -"926 view_94_0_0_nncf_smooth_quant_0" -> "927 quantize_per_tensor_default_70" [label="(197, 768)", style=solid]; -"927 quantize_per_tensor_default_70" -> "928 dequantize_per_tensor_default_70" [label="(197, 768)", style=solid]; -"928 dequantize_per_tensor_default_70" -> "934 linear_45" [label="(197, 768)", style=solid]; +"924 view_94" -> "925 view_94_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"925 view_94_0_0_nncf_smooth_quant_0" -> "926 quantize_per_tensor_default_70" [label="(197, 768)", style=solid]; +"926 quantize_per_tensor_default_70" -> "927 dequantize_per_tensor_default_70" [label="(197, 768)", style=solid]; +"927 dequantize_per_tensor_default_70" -> "934 linear_45" [label="(197, 768)", style=solid]; +"928 _param_constant141_0_0" -> "934 linear_45" [label="(768,)", style=solid]; "929 scale_updated_constant46" -> "931 mul_tensor_46" [label="(768, 1)", style=solid]; "930 compressed_weight_updated_constant46" -> "931 mul_tensor_46" [label="(768, 768)", style=solid]; "931 mul_tensor_46" -> "933 sub_tensor_46" [label="(768, 768)", style=solid]; @@ -1970,11 +1970,11 @@ strict digraph { "938 add_23" -> "965 add_24" [label="(1, 197, 768)", style=solid]; "939 _param_constant142" -> "941 layer_norm_23" [label="(768,)", style=solid]; "940 _param_constant143" -> "941 layer_norm_23" [label="(768,)", style=solid]; -"941 layer_norm_23" -> "943 layer_norm_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"942 _param_constant145" -> "951 linear_46" [label="(3072,)", style=solid]; -"943 layer_norm_23_0_0_nncf_smooth_quant_0" -> "944 quantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; -"944 quantize_per_tensor_default_71" -> "945 dequantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; -"945 dequantize_per_tensor_default_71" -> "951 linear_46" [label="(1, 197, 768)", style=solid]; +"941 layer_norm_23" -> "942 layer_norm_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"942 layer_norm_23_0_0_nncf_smooth_quant_0" -> "943 quantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; +"943 quantize_per_tensor_default_71" -> "944 dequantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; +"944 dequantize_per_tensor_default_71" -> "951 linear_46" [label="(1, 197, 768)", style=solid]; +"945 _param_constant145_0_0" -> "951 linear_46" [label="(3072,)", style=solid]; "946 scale_updated_constant47" -> "948 mul_tensor_47" [label="(3072, 1)", style=solid]; "947 compressed_weight_updated_constant47" -> "948 mul_tensor_47" [label="(3072, 768)", style=solid]; "948 mul_tensor_47" -> "950 sub_tensor_47" [label="(3072, 768)", style=solid]; @@ -1982,11 +1982,11 @@ strict digraph { "950 sub_tensor_47" -> "951 linear_46" [label="(3072, 768)", style=solid]; "951 linear_46" -> "952 gelu_11" [label="(1, 197, 3072)", style=solid]; "952 gelu_11" -> "953 dropout_35" [label="(1, 197, 3072)", style=solid]; -"953 dropout_35" -> "955 dropout_35_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"954 _param_constant147" -> "963 linear_47" [label="(768,)", style=solid]; -"955 dropout_35_0_0_nncf_smooth_quant_0" -> "956 quantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; -"956 quantize_per_tensor_default_72" -> "957 dequantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; -"957 dequantize_per_tensor_default_72" -> "963 linear_47" [label="(1, 197, 3072)", style=solid]; +"953 dropout_35" -> "954 dropout_35_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"954 dropout_35_0_0_nncf_smooth_quant_0" -> "955 quantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; +"955 quantize_per_tensor_default_72" -> "956 dequantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; +"956 dequantize_per_tensor_default_72" -> "963 linear_47" [label="(1, 197, 3072)", style=solid]; +"957 _param_constant147_0_0" -> "963 linear_47" [label="(768,)", style=solid]; "958 scale_updated_constant48" -> "960 mul_tensor_48" [label="(768, 1)", style=solid]; "959 compressed_weight_updated_constant48" -> "960 mul_tensor_48" [label="(768, 3072)", style=solid]; "960 mul_tensor_48" -> "962 sub_tensor_48" [label="(768, 3072)", style=solid]; @@ -1999,11 +1999,11 @@ strict digraph { "967 _param_constant149" -> "968 layer_norm_24" [label="(768,)", style=solid]; "968 layer_norm_24" -> "969 slice_1" [label="(1, 197, 768)", style=solid]; "969 slice_1" -> "970 select_36" [label="(1, 197, 768)", style=solid]; -"970 select_36" -> "972 select_36_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; -"971 _param_constant151" -> "980 linear_48" [label="(1000,)", style=solid]; -"972 select_36_0_0_nncf_smooth_quant_0" -> "973 quantize_per_tensor_default_73" [label="(1, 768)", style=solid]; -"973 quantize_per_tensor_default_73" -> "974 dequantize_per_tensor_default_73" [label="(1, 768)", style=solid]; -"974 dequantize_per_tensor_default_73" -> "980 linear_48" [label="(1, 768)", style=solid]; +"970 select_36" -> "971 select_36_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; +"971 select_36_0_0_nncf_smooth_quant_0" -> "972 quantize_per_tensor_default_73" [label="(1, 768)", style=solid]; +"972 quantize_per_tensor_default_73" -> "973 dequantize_per_tensor_default_73" [label="(1, 768)", style=solid]; +"973 dequantize_per_tensor_default_73" -> "980 linear_48" [label="(1, 768)", style=solid]; +"974 _param_constant151_0_0" -> "980 linear_48" [label="(1000,)", style=solid]; "975 scale_updated_constant49" -> "977 mul_tensor_49" [label="(1000, 1)", style=solid]; "976 compressed_weight_updated_constant49" -> "977 mul_tensor_49" [label="(1000, 768)", style=solid]; "977 mul_tensor_49" -> "979 sub_tensor_49" [label="(1000, 768)", style=solid]; diff --git a/tests/torch/data/reference_graphs/fx/quantized/mobilenet_v3_small.dot b/tests/torch/data/reference_graphs/fx/quantized/mobilenet_v3_small.dot index eadb36f815d..f29084b18c6 100644 --- a/tests/torch/data/reference_graphs/fx/quantized/mobilenet_v3_small.dot +++ b/tests/torch/data/reference_graphs/fx/quantized/mobilenet_v3_small.dot @@ -2,24 +2,24 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default" [id=2, type=dequantize_per_tensor]; -"3 features_0_0_weight_bias" [id=3, type=get_attr]; -"4 conv2d_scale_0" [id=4, type=get_attr]; -"5 conv2d_zero_point_0" [id=5, type=get_attr]; -"6 compressed_weight_updated_constant0" [id=6, type=get_attr]; -"7 quantize_per_channel_default" [id=7, type=quantize_per_channel]; -"8 dequantize_per_channel_default" [id=8, type=dequantize_per_channel]; +"3 conv2d_scale_0" [id=3, type=get_attr]; +"4 conv2d_zero_point_0" [id=4, type=get_attr]; +"5 compressed_weight_updated_constant0" [id=5, type=get_attr]; +"6 quantize_per_channel_default" [id=6, type=quantize_per_channel]; +"7 dequantize_per_channel_default" [id=7, type=dequantize_per_channel]; +"8 features_0_0_weight_bias_0_0" [id=8, type=get_attr]; "9 conv2d" [id=9, type=conv2d]; "10 hardswish__scale_0" [id=10, type=get_attr]; "11 hardswish__zero_point_0" [id=11, type=get_attr]; "12 hardswish_" [id=12, type=hardswish_]; "13 quantize_per_channel_default_1" [id=13, type=quantize_per_channel]; "14 dequantize_per_channel_default_1" [id=14, type=dequantize_per_channel]; -"15 features_1_block_0_0_weight_bias" [id=15, type=get_attr]; -"16 conv2d_1_scale_0" [id=16, type=get_attr]; -"17 conv2d_1_zero_point_0" [id=17, type=get_attr]; -"18 compressed_weight_updated_constant1" [id=18, type=get_attr]; -"19 quantize_per_channel_default_2" [id=19, type=quantize_per_channel]; -"20 dequantize_per_channel_default_2" [id=20, type=dequantize_per_channel]; +"15 conv2d_1_scale_0" [id=15, type=get_attr]; +"16 conv2d_1_zero_point_0" [id=16, type=get_attr]; +"17 compressed_weight_updated_constant1" [id=17, type=get_attr]; +"18 quantize_per_channel_default_2" [id=18, type=quantize_per_channel]; +"19 dequantize_per_channel_default_2" [id=19, type=dequantize_per_channel]; +"20 features_1_block_0_0_weight_bias_0_0" [id=20, type=get_attr]; "21 conv2d_1" [id=21, type=conv2d]; "22 relu_" [id=22, type=relu_]; "23 quantize_per_tensor_default_1" [id=23, type=quantize_per_tensor]; @@ -27,11 +27,11 @@ strict digraph { "25 dequantize_per_tensor_default_1" [id=25, type=dequantize_per_tensor]; "26 adaptive_avg_pool2d" [id=26, type=adaptive_avg_pool2d]; "27 _param_constant6" [id=27, type=get_attr]; -"28 _param_constant7" [id=28, type=get_attr]; +"28 _param_constant7_0_0" [id=28, type=get_attr]; "29 conv2d_2" [id=29, type=conv2d]; "30 relu" [id=30, type=relu]; "31 _param_constant8" [id=31, type=get_attr]; -"32 _param_constant9" [id=32, type=get_attr]; +"32 _param_constant9_0_0" [id=32, type=get_attr]; "33 conv2d_3" [id=33, type=conv2d]; "34 hardsigmoid" [id=34, type=hardsigmoid]; "35 quantize_per_tensor_default_2" [id=35, type=quantize_per_tensor]; @@ -39,99 +39,99 @@ strict digraph { "37 mul" [id=37, type=mul]; "38 quantize_per_tensor_default_3" [id=38, type=quantize_per_tensor]; "39 dequantize_per_tensor_default_4" [id=39, type=dequantize_per_tensor]; -"40 features_1_block_2_0_weight_bias" [id=40, type=get_attr]; -"41 conv2d_4_scale_0" [id=41, type=get_attr]; -"42 conv2d_4_zero_point_0" [id=42, type=get_attr]; -"43 compressed_weight_updated_constant2" [id=43, type=get_attr]; -"44 quantize_per_channel_default_3" [id=44, type=quantize_per_channel]; -"45 dequantize_per_channel_default_3" [id=45, type=dequantize_per_channel]; +"40 conv2d_4_scale_0" [id=40, type=get_attr]; +"41 conv2d_4_zero_point_0" [id=41, type=get_attr]; +"42 compressed_weight_updated_constant2" [id=42, type=get_attr]; +"43 quantize_per_channel_default_3" [id=43, type=quantize_per_channel]; +"44 dequantize_per_channel_default_3" [id=44, type=dequantize_per_channel]; +"45 features_1_block_2_0_weight_bias_0_0" [id=45, type=get_attr]; "46 conv2d_4" [id=46, type=conv2d]; "47 quantize_per_tensor_default_4" [id=47, type=quantize_per_tensor]; "48 dequantize_per_tensor_default_5" [id=48, type=dequantize_per_tensor]; -"49 features_2_block_0_0_weight_bias" [id=49, type=get_attr]; -"50 conv2d_5_scale_0" [id=50, type=get_attr]; -"51 conv2d_5_zero_point_0" [id=51, type=get_attr]; -"52 compressed_weight_updated_constant3" [id=52, type=get_attr]; -"53 quantize_per_channel_default_4" [id=53, type=quantize_per_channel]; -"54 dequantize_per_channel_default_4" [id=54, type=dequantize_per_channel]; +"49 conv2d_5_scale_0" [id=49, type=get_attr]; +"50 conv2d_5_zero_point_0" [id=50, type=get_attr]; +"51 compressed_weight_updated_constant3" [id=51, type=get_attr]; +"52 quantize_per_channel_default_4" [id=52, type=quantize_per_channel]; +"53 dequantize_per_channel_default_4" [id=53, type=dequantize_per_channel]; +"54 features_2_block_0_0_weight_bias_0_0" [id=54, type=get_attr]; "55 conv2d_5" [id=55, type=conv2d]; "56 relu__1_scale_0" [id=56, type=get_attr]; "57 relu__1_zero_point_0" [id=57, type=get_attr]; "58 relu__1" [id=58, type=relu_]; "59 quantize_per_channel_default_5" [id=59, type=quantize_per_channel]; "60 dequantize_per_channel_default_5" [id=60, type=dequantize_per_channel]; -"61 features_2_block_1_0_weight_bias" [id=61, type=get_attr]; -"62 conv2d_6_scale_0" [id=62, type=get_attr]; -"63 conv2d_6_zero_point_0" [id=63, type=get_attr]; -"64 compressed_weight_updated_constant4" [id=64, type=get_attr]; -"65 quantize_per_channel_default_6" [id=65, type=quantize_per_channel]; -"66 dequantize_per_channel_default_6" [id=66, type=dequantize_per_channel]; +"61 conv2d_6_scale_0" [id=61, type=get_attr]; +"62 conv2d_6_zero_point_0" [id=62, type=get_attr]; +"63 compressed_weight_updated_constant4" [id=63, type=get_attr]; +"64 quantize_per_channel_default_6" [id=64, type=quantize_per_channel]; +"65 dequantize_per_channel_default_6" [id=65, type=dequantize_per_channel]; +"66 features_2_block_1_0_weight_bias_0_0" [id=66, type=get_attr]; "67 conv2d_6" [id=67, type=conv2d]; "68 relu__2" [id=68, type=relu_]; "69 quantize_per_tensor_default_5" [id=69, type=quantize_per_tensor]; "70 dequantize_per_tensor_default_6" [id=70, type=dequantize_per_tensor]; -"71 features_2_block_2_0_weight_bias" [id=71, type=get_attr]; -"72 conv2d_7_scale_0" [id=72, type=get_attr]; -"73 conv2d_7_zero_point_0" [id=73, type=get_attr]; -"74 compressed_weight_updated_constant5" [id=74, type=get_attr]; -"75 quantize_per_channel_default_7" [id=75, type=quantize_per_channel]; -"76 dequantize_per_channel_default_7" [id=76, type=dequantize_per_channel]; +"71 conv2d_7_scale_0" [id=71, type=get_attr]; +"72 conv2d_7_zero_point_0" [id=72, type=get_attr]; +"73 compressed_weight_updated_constant5" [id=73, type=get_attr]; +"74 quantize_per_channel_default_7" [id=74, type=quantize_per_channel]; +"75 dequantize_per_channel_default_7" [id=75, type=dequantize_per_channel]; +"76 features_2_block_2_0_weight_bias_0_0" [id=76, type=get_attr]; "77 conv2d_7" [id=77, type=conv2d]; "78 quantize_per_tensor_default_6" [id=78, type=quantize_per_tensor]; "79 dequantize_per_tensor_default_8" [id=79, type=dequantize_per_tensor]; "80 dequantize_per_tensor_default_7" [id=80, type=dequantize_per_tensor]; -"81 features_3_block_0_0_weight_bias" [id=81, type=get_attr]; -"82 conv2d_8_scale_0" [id=82, type=get_attr]; -"83 conv2d_8_zero_point_0" [id=83, type=get_attr]; -"84 compressed_weight_updated_constant6" [id=84, type=get_attr]; -"85 quantize_per_channel_default_8" [id=85, type=quantize_per_channel]; -"86 dequantize_per_channel_default_8" [id=86, type=dequantize_per_channel]; +"81 conv2d_8_scale_0" [id=81, type=get_attr]; +"82 conv2d_8_zero_point_0" [id=82, type=get_attr]; +"83 compressed_weight_updated_constant6" [id=83, type=get_attr]; +"84 quantize_per_channel_default_8" [id=84, type=quantize_per_channel]; +"85 dequantize_per_channel_default_8" [id=85, type=dequantize_per_channel]; +"86 features_3_block_0_0_weight_bias_0_0" [id=86, type=get_attr]; "87 conv2d_8" [id=87, type=conv2d]; "88 relu__3_scale_0" [id=88, type=get_attr]; "89 relu__3_zero_point_0" [id=89, type=get_attr]; "90 relu__3" [id=90, type=relu_]; "91 quantize_per_channel_default_9" [id=91, type=quantize_per_channel]; "92 dequantize_per_channel_default_9" [id=92, type=dequantize_per_channel]; -"93 features_3_block_1_0_weight_bias" [id=93, type=get_attr]; -"94 conv2d_9_scale_0" [id=94, type=get_attr]; -"95 conv2d_9_zero_point_0" [id=95, type=get_attr]; -"96 compressed_weight_updated_constant7" [id=96, type=get_attr]; -"97 quantize_per_channel_default_10" [id=97, type=quantize_per_channel]; -"98 dequantize_per_channel_default_10" [id=98, type=dequantize_per_channel]; +"93 conv2d_9_scale_0" [id=93, type=get_attr]; +"94 conv2d_9_zero_point_0" [id=94, type=get_attr]; +"95 compressed_weight_updated_constant7" [id=95, type=get_attr]; +"96 quantize_per_channel_default_10" [id=96, type=quantize_per_channel]; +"97 dequantize_per_channel_default_10" [id=97, type=dequantize_per_channel]; +"98 features_3_block_1_0_weight_bias_0_0" [id=98, type=get_attr]; "99 conv2d_9" [id=99, type=conv2d]; "100 relu__4" [id=100, type=relu_]; "101 quantize_per_tensor_default_7" [id=101, type=quantize_per_tensor]; "102 dequantize_per_tensor_default_9" [id=102, type=dequantize_per_tensor]; -"103 features_3_block_2_0_weight_bias" [id=103, type=get_attr]; -"104 conv2d_10_scale_0" [id=104, type=get_attr]; -"105 conv2d_10_zero_point_0" [id=105, type=get_attr]; -"106 compressed_weight_updated_constant8" [id=106, type=get_attr]; -"107 quantize_per_channel_default_11" [id=107, type=quantize_per_channel]; -"108 dequantize_per_channel_default_11" [id=108, type=dequantize_per_channel]; +"103 conv2d_10_scale_0" [id=103, type=get_attr]; +"104 conv2d_10_zero_point_0" [id=104, type=get_attr]; +"105 compressed_weight_updated_constant8" [id=105, type=get_attr]; +"106 quantize_per_channel_default_11" [id=106, type=quantize_per_channel]; +"107 dequantize_per_channel_default_11" [id=107, type=dequantize_per_channel]; +"108 features_3_block_2_0_weight_bias_0_0" [id=108, type=get_attr]; "109 conv2d_10" [id=109, type=conv2d]; "110 quantize_per_tensor_default_8" [id=110, type=quantize_per_tensor]; "111 dequantize_per_tensor_default_10" [id=111, type=dequantize_per_tensor]; "112 add_" [id=112, type=add_]; "113 quantize_per_tensor_default_9" [id=113, type=quantize_per_tensor]; "114 dequantize_per_tensor_default_11" [id=114, type=dequantize_per_tensor]; -"115 features_4_block_0_0_weight_bias" [id=115, type=get_attr]; -"116 conv2d_11_scale_0" [id=116, type=get_attr]; -"117 conv2d_11_zero_point_0" [id=117, type=get_attr]; -"118 compressed_weight_updated_constant9" [id=118, type=get_attr]; -"119 quantize_per_channel_default_12" [id=119, type=quantize_per_channel]; -"120 dequantize_per_channel_default_12" [id=120, type=dequantize_per_channel]; +"115 conv2d_11_scale_0" [id=115, type=get_attr]; +"116 conv2d_11_zero_point_0" [id=116, type=get_attr]; +"117 compressed_weight_updated_constant9" [id=117, type=get_attr]; +"118 quantize_per_channel_default_12" [id=118, type=quantize_per_channel]; +"119 dequantize_per_channel_default_12" [id=119, type=dequantize_per_channel]; +"120 features_4_block_0_0_weight_bias_0_0" [id=120, type=get_attr]; "121 conv2d_11" [id=121, type=conv2d]; "122 hardswish__1_scale_0" [id=122, type=get_attr]; "123 hardswish__1_zero_point_0" [id=123, type=get_attr]; "124 hardswish__1" [id=124, type=hardswish_]; "125 quantize_per_channel_default_13" [id=125, type=quantize_per_channel]; "126 dequantize_per_channel_default_13" [id=126, type=dequantize_per_channel]; -"127 features_4_block_1_0_weight_bias" [id=127, type=get_attr]; -"128 conv2d_12_scale_0" [id=128, type=get_attr]; -"129 conv2d_12_zero_point_0" [id=129, type=get_attr]; -"130 compressed_weight_updated_constant10" [id=130, type=get_attr]; -"131 quantize_per_channel_default_14" [id=131, type=quantize_per_channel]; -"132 dequantize_per_channel_default_14" [id=132, type=dequantize_per_channel]; +"127 conv2d_12_scale_0" [id=127, type=get_attr]; +"128 conv2d_12_zero_point_0" [id=128, type=get_attr]; +"129 compressed_weight_updated_constant10" [id=129, type=get_attr]; +"130 quantize_per_channel_default_14" [id=130, type=quantize_per_channel]; +"131 dequantize_per_channel_default_14" [id=131, type=dequantize_per_channel]; +"132 features_4_block_1_0_weight_bias_0_0" [id=132, type=get_attr]; "133 conv2d_12" [id=133, type=conv2d]; "134 hardswish__2" [id=134, type=hardswish_]; "135 quantize_per_tensor_default_10" [id=135, type=quantize_per_tensor]; @@ -139,11 +139,11 @@ strict digraph { "137 dequantize_per_tensor_default_12" [id=137, type=dequantize_per_tensor]; "138 adaptive_avg_pool2d_1" [id=138, type=adaptive_avg_pool2d]; "139 _param_constant37" [id=139, type=get_attr]; -"140 _param_constant38" [id=140, type=get_attr]; +"140 _param_constant38_0_0" [id=140, type=get_attr]; "141 conv2d_13" [id=141, type=conv2d]; "142 relu_1" [id=142, type=relu]; "143 _param_constant39" [id=143, type=get_attr]; -"144 _param_constant40" [id=144, type=get_attr]; +"144 _param_constant40_0_0" [id=144, type=get_attr]; "145 conv2d_14" [id=145, type=conv2d]; "146 hardsigmoid_1" [id=146, type=hardsigmoid]; "147 quantize_per_tensor_default_11" [id=147, type=quantize_per_tensor]; @@ -151,34 +151,34 @@ strict digraph { "149 mul_1" [id=149, type=mul]; "150 quantize_per_tensor_default_12" [id=150, type=quantize_per_tensor]; "151 dequantize_per_tensor_default_15" [id=151, type=dequantize_per_tensor]; -"152 features_4_block_3_0_weight_bias" [id=152, type=get_attr]; -"153 conv2d_15_scale_0" [id=153, type=get_attr]; -"154 conv2d_15_zero_point_0" [id=154, type=get_attr]; -"155 compressed_weight_updated_constant11" [id=155, type=get_attr]; -"156 quantize_per_channel_default_15" [id=156, type=quantize_per_channel]; -"157 dequantize_per_channel_default_15" [id=157, type=dequantize_per_channel]; +"152 conv2d_15_scale_0" [id=152, type=get_attr]; +"153 conv2d_15_zero_point_0" [id=153, type=get_attr]; +"154 compressed_weight_updated_constant11" [id=154, type=get_attr]; +"155 quantize_per_channel_default_15" [id=155, type=quantize_per_channel]; +"156 dequantize_per_channel_default_15" [id=156, type=dequantize_per_channel]; +"157 features_4_block_3_0_weight_bias_0_0" [id=157, type=get_attr]; "158 conv2d_15" [id=158, type=conv2d]; "159 quantize_per_tensor_default_13" [id=159, type=quantize_per_tensor]; "160 dequantize_per_tensor_default_17" [id=160, type=dequantize_per_tensor]; "161 dequantize_per_tensor_default_16" [id=161, type=dequantize_per_tensor]; -"162 features_5_block_0_0_weight_bias" [id=162, type=get_attr]; -"163 conv2d_16_scale_0" [id=163, type=get_attr]; -"164 conv2d_16_zero_point_0" [id=164, type=get_attr]; -"165 compressed_weight_updated_constant12" [id=165, type=get_attr]; -"166 quantize_per_channel_default_16" [id=166, type=quantize_per_channel]; -"167 dequantize_per_channel_default_16" [id=167, type=dequantize_per_channel]; +"162 conv2d_16_scale_0" [id=162, type=get_attr]; +"163 conv2d_16_zero_point_0" [id=163, type=get_attr]; +"164 compressed_weight_updated_constant12" [id=164, type=get_attr]; +"165 quantize_per_channel_default_16" [id=165, type=quantize_per_channel]; +"166 dequantize_per_channel_default_16" [id=166, type=dequantize_per_channel]; +"167 features_5_block_0_0_weight_bias_0_0" [id=167, type=get_attr]; "168 conv2d_16" [id=168, type=conv2d]; "169 hardswish__3_scale_0" [id=169, type=get_attr]; "170 hardswish__3_zero_point_0" [id=170, type=get_attr]; "171 hardswish__3" [id=171, type=hardswish_]; "172 quantize_per_channel_default_17" [id=172, type=quantize_per_channel]; "173 dequantize_per_channel_default_17" [id=173, type=dequantize_per_channel]; -"174 features_5_block_1_0_weight_bias" [id=174, type=get_attr]; -"175 conv2d_17_scale_0" [id=175, type=get_attr]; -"176 conv2d_17_zero_point_0" [id=176, type=get_attr]; -"177 compressed_weight_updated_constant13" [id=177, type=get_attr]; -"178 quantize_per_channel_default_18" [id=178, type=quantize_per_channel]; -"179 dequantize_per_channel_default_18" [id=179, type=dequantize_per_channel]; +"174 conv2d_17_scale_0" [id=174, type=get_attr]; +"175 conv2d_17_zero_point_0" [id=175, type=get_attr]; +"176 compressed_weight_updated_constant13" [id=176, type=get_attr]; +"177 quantize_per_channel_default_18" [id=177, type=quantize_per_channel]; +"178 dequantize_per_channel_default_18" [id=178, type=dequantize_per_channel]; +"179 features_5_block_1_0_weight_bias_0_0" [id=179, type=get_attr]; "180 conv2d_17" [id=180, type=conv2d]; "181 hardswish__4" [id=181, type=hardswish_]; "182 quantize_per_tensor_default_14" [id=182, type=quantize_per_tensor]; @@ -186,11 +186,11 @@ strict digraph { "184 dequantize_per_tensor_default_18" [id=184, type=dequantize_per_tensor]; "185 adaptive_avg_pool2d_2" [id=185, type=adaptive_avg_pool2d]; "186 _param_constant50" [id=186, type=get_attr]; -"187 _param_constant51" [id=187, type=get_attr]; +"187 _param_constant51_0_0" [id=187, type=get_attr]; "188 conv2d_18" [id=188, type=conv2d]; "189 relu_2" [id=189, type=relu]; "190 _param_constant52" [id=190, type=get_attr]; -"191 _param_constant53" [id=191, type=get_attr]; +"191 _param_constant53_0_0" [id=191, type=get_attr]; "192 conv2d_19" [id=192, type=conv2d]; "193 hardsigmoid_2" [id=193, type=hardsigmoid]; "194 quantize_per_tensor_default_15" [id=194, type=quantize_per_tensor]; @@ -198,12 +198,12 @@ strict digraph { "196 mul_2" [id=196, type=mul]; "197 quantize_per_tensor_default_16" [id=197, type=quantize_per_tensor]; "198 dequantize_per_tensor_default_21" [id=198, type=dequantize_per_tensor]; -"199 features_5_block_3_0_weight_bias" [id=199, type=get_attr]; -"200 conv2d_20_scale_0" [id=200, type=get_attr]; -"201 conv2d_20_zero_point_0" [id=201, type=get_attr]; -"202 compressed_weight_updated_constant14" [id=202, type=get_attr]; -"203 quantize_per_channel_default_19" [id=203, type=quantize_per_channel]; -"204 dequantize_per_channel_default_19" [id=204, type=dequantize_per_channel]; +"199 conv2d_20_scale_0" [id=199, type=get_attr]; +"200 conv2d_20_zero_point_0" [id=200, type=get_attr]; +"201 compressed_weight_updated_constant14" [id=201, type=get_attr]; +"202 quantize_per_channel_default_19" [id=202, type=quantize_per_channel]; +"203 dequantize_per_channel_default_19" [id=203, type=dequantize_per_channel]; +"204 features_5_block_3_0_weight_bias_0_0" [id=204, type=get_attr]; "205 conv2d_20" [id=205, type=conv2d]; "206 quantize_per_tensor_default_17" [id=206, type=quantize_per_tensor]; "207 dequantize_per_tensor_default_22" [id=207, type=dequantize_per_tensor]; @@ -211,24 +211,24 @@ strict digraph { "209 quantize_per_tensor_default_18" [id=209, type=quantize_per_tensor]; "210 dequantize_per_tensor_default_24" [id=210, type=dequantize_per_tensor]; "211 dequantize_per_tensor_default_23" [id=211, type=dequantize_per_tensor]; -"212 features_6_block_0_0_weight_bias" [id=212, type=get_attr]; -"213 conv2d_21_scale_0" [id=213, type=get_attr]; -"214 conv2d_21_zero_point_0" [id=214, type=get_attr]; -"215 compressed_weight_updated_constant15" [id=215, type=get_attr]; -"216 quantize_per_channel_default_20" [id=216, type=quantize_per_channel]; -"217 dequantize_per_channel_default_20" [id=217, type=dequantize_per_channel]; +"212 conv2d_21_scale_0" [id=212, type=get_attr]; +"213 conv2d_21_zero_point_0" [id=213, type=get_attr]; +"214 compressed_weight_updated_constant15" [id=214, type=get_attr]; +"215 quantize_per_channel_default_20" [id=215, type=quantize_per_channel]; +"216 dequantize_per_channel_default_20" [id=216, type=dequantize_per_channel]; +"217 features_6_block_0_0_weight_bias_0_0" [id=217, type=get_attr]; "218 conv2d_21" [id=218, type=conv2d]; "219 hardswish__5_scale_0" [id=219, type=get_attr]; "220 hardswish__5_zero_point_0" [id=220, type=get_attr]; "221 hardswish__5" [id=221, type=hardswish_]; "222 quantize_per_channel_default_21" [id=222, type=quantize_per_channel]; "223 dequantize_per_channel_default_21" [id=223, type=dequantize_per_channel]; -"224 features_6_block_1_0_weight_bias" [id=224, type=get_attr]; -"225 conv2d_22_scale_0" [id=225, type=get_attr]; -"226 conv2d_22_zero_point_0" [id=226, type=get_attr]; -"227 compressed_weight_updated_constant16" [id=227, type=get_attr]; -"228 quantize_per_channel_default_22" [id=228, type=quantize_per_channel]; -"229 dequantize_per_channel_default_22" [id=229, type=dequantize_per_channel]; +"224 conv2d_22_scale_0" [id=224, type=get_attr]; +"225 conv2d_22_zero_point_0" [id=225, type=get_attr]; +"226 compressed_weight_updated_constant16" [id=226, type=get_attr]; +"227 quantize_per_channel_default_22" [id=227, type=quantize_per_channel]; +"228 dequantize_per_channel_default_22" [id=228, type=dequantize_per_channel]; +"229 features_6_block_1_0_weight_bias_0_0" [id=229, type=get_attr]; "230 conv2d_22" [id=230, type=conv2d]; "231 hardswish__6" [id=231, type=hardswish_]; "232 quantize_per_tensor_default_19" [id=232, type=quantize_per_tensor]; @@ -236,11 +236,11 @@ strict digraph { "234 dequantize_per_tensor_default_25" [id=234, type=dequantize_per_tensor]; "235 adaptive_avg_pool2d_3" [id=235, type=adaptive_avg_pool2d]; "236 _param_constant63" [id=236, type=get_attr]; -"237 _param_constant64" [id=237, type=get_attr]; +"237 _param_constant64_0_0" [id=237, type=get_attr]; "238 conv2d_23" [id=238, type=conv2d]; "239 relu_3" [id=239, type=relu]; "240 _param_constant65" [id=240, type=get_attr]; -"241 _param_constant66" [id=241, type=get_attr]; +"241 _param_constant66_0_0" [id=241, type=get_attr]; "242 conv2d_24" [id=242, type=conv2d]; "243 hardsigmoid_3" [id=243, type=hardsigmoid]; "244 quantize_per_tensor_default_20" [id=244, type=quantize_per_tensor]; @@ -248,36 +248,36 @@ strict digraph { "246 mul_3" [id=246, type=mul]; "247 quantize_per_tensor_default_21" [id=247, type=quantize_per_tensor]; "248 dequantize_per_tensor_default_28" [id=248, type=dequantize_per_tensor]; -"249 features_6_block_3_0_weight_bias" [id=249, type=get_attr]; -"250 conv2d_25_scale_0" [id=250, type=get_attr]; -"251 conv2d_25_zero_point_0" [id=251, type=get_attr]; -"252 compressed_weight_updated_constant17" [id=252, type=get_attr]; -"253 quantize_per_channel_default_23" [id=253, type=quantize_per_channel]; -"254 dequantize_per_channel_default_23" [id=254, type=dequantize_per_channel]; +"249 conv2d_25_scale_0" [id=249, type=get_attr]; +"250 conv2d_25_zero_point_0" [id=250, type=get_attr]; +"251 compressed_weight_updated_constant17" [id=251, type=get_attr]; +"252 quantize_per_channel_default_23" [id=252, type=quantize_per_channel]; +"253 dequantize_per_channel_default_23" [id=253, type=dequantize_per_channel]; +"254 features_6_block_3_0_weight_bias_0_0" [id=254, type=get_attr]; "255 conv2d_25" [id=255, type=conv2d]; "256 quantize_per_tensor_default_22" [id=256, type=quantize_per_tensor]; "257 dequantize_per_tensor_default_29" [id=257, type=dequantize_per_tensor]; "258 add__2" [id=258, type=add_]; "259 quantize_per_tensor_default_23" [id=259, type=quantize_per_tensor]; "260 dequantize_per_tensor_default_30" [id=260, type=dequantize_per_tensor]; -"261 features_7_block_0_0_weight_bias" [id=261, type=get_attr]; -"262 conv2d_26_scale_0" [id=262, type=get_attr]; -"263 conv2d_26_zero_point_0" [id=263, type=get_attr]; -"264 compressed_weight_updated_constant18" [id=264, type=get_attr]; -"265 quantize_per_channel_default_24" [id=265, type=quantize_per_channel]; -"266 dequantize_per_channel_default_24" [id=266, type=dequantize_per_channel]; +"261 conv2d_26_scale_0" [id=261, type=get_attr]; +"262 conv2d_26_zero_point_0" [id=262, type=get_attr]; +"263 compressed_weight_updated_constant18" [id=263, type=get_attr]; +"264 quantize_per_channel_default_24" [id=264, type=quantize_per_channel]; +"265 dequantize_per_channel_default_24" [id=265, type=dequantize_per_channel]; +"266 features_7_block_0_0_weight_bias_0_0" [id=266, type=get_attr]; "267 conv2d_26" [id=267, type=conv2d]; "268 hardswish__7_scale_0" [id=268, type=get_attr]; "269 hardswish__7_zero_point_0" [id=269, type=get_attr]; "270 hardswish__7" [id=270, type=hardswish_]; "271 quantize_per_channel_default_25" [id=271, type=quantize_per_channel]; "272 dequantize_per_channel_default_25" [id=272, type=dequantize_per_channel]; -"273 features_7_block_1_0_weight_bias" [id=273, type=get_attr]; -"274 conv2d_27_scale_0" [id=274, type=get_attr]; -"275 conv2d_27_zero_point_0" [id=275, type=get_attr]; -"276 compressed_weight_updated_constant19" [id=276, type=get_attr]; -"277 quantize_per_channel_default_26" [id=277, type=quantize_per_channel]; -"278 dequantize_per_channel_default_26" [id=278, type=dequantize_per_channel]; +"273 conv2d_27_scale_0" [id=273, type=get_attr]; +"274 conv2d_27_zero_point_0" [id=274, type=get_attr]; +"275 compressed_weight_updated_constant19" [id=275, type=get_attr]; +"276 quantize_per_channel_default_26" [id=276, type=quantize_per_channel]; +"277 dequantize_per_channel_default_26" [id=277, type=dequantize_per_channel]; +"278 features_7_block_1_0_weight_bias_0_0" [id=278, type=get_attr]; "279 conv2d_27" [id=279, type=conv2d]; "280 hardswish__8" [id=280, type=hardswish_]; "281 quantize_per_tensor_default_24" [id=281, type=quantize_per_tensor]; @@ -285,11 +285,11 @@ strict digraph { "283 dequantize_per_tensor_default_31" [id=283, type=dequantize_per_tensor]; "284 adaptive_avg_pool2d_4" [id=284, type=adaptive_avg_pool2d]; "285 _param_constant76" [id=285, type=get_attr]; -"286 _param_constant77" [id=286, type=get_attr]; +"286 _param_constant77_0_0" [id=286, type=get_attr]; "287 conv2d_28" [id=287, type=conv2d]; "288 relu_4" [id=288, type=relu]; "289 _param_constant78" [id=289, type=get_attr]; -"290 _param_constant79" [id=290, type=get_attr]; +"290 _param_constant79_0_0" [id=290, type=get_attr]; "291 conv2d_29" [id=291, type=conv2d]; "292 hardsigmoid_4" [id=292, type=hardsigmoid]; "293 quantize_per_tensor_default_25" [id=293, type=quantize_per_tensor]; @@ -297,34 +297,34 @@ strict digraph { "295 mul_4" [id=295, type=mul]; "296 quantize_per_tensor_default_26" [id=296, type=quantize_per_tensor]; "297 dequantize_per_tensor_default_34" [id=297, type=dequantize_per_tensor]; -"298 features_7_block_3_0_weight_bias" [id=298, type=get_attr]; -"299 conv2d_30_scale_0" [id=299, type=get_attr]; -"300 conv2d_30_zero_point_0" [id=300, type=get_attr]; -"301 compressed_weight_updated_constant20" [id=301, type=get_attr]; -"302 quantize_per_channel_default_27" [id=302, type=quantize_per_channel]; -"303 dequantize_per_channel_default_27" [id=303, type=dequantize_per_channel]; +"298 conv2d_30_scale_0" [id=298, type=get_attr]; +"299 conv2d_30_zero_point_0" [id=299, type=get_attr]; +"300 compressed_weight_updated_constant20" [id=300, type=get_attr]; +"301 quantize_per_channel_default_27" [id=301, type=quantize_per_channel]; +"302 dequantize_per_channel_default_27" [id=302, type=dequantize_per_channel]; +"303 features_7_block_3_0_weight_bias_0_0" [id=303, type=get_attr]; "304 conv2d_30" [id=304, type=conv2d]; "305 quantize_per_tensor_default_27" [id=305, type=quantize_per_tensor]; "306 dequantize_per_tensor_default_36" [id=306, type=dequantize_per_tensor]; "307 dequantize_per_tensor_default_35" [id=307, type=dequantize_per_tensor]; -"308 features_8_block_0_0_weight_bias" [id=308, type=get_attr]; -"309 conv2d_31_scale_0" [id=309, type=get_attr]; -"310 conv2d_31_zero_point_0" [id=310, type=get_attr]; -"311 compressed_weight_updated_constant21" [id=311, type=get_attr]; -"312 quantize_per_channel_default_28" [id=312, type=quantize_per_channel]; -"313 dequantize_per_channel_default_28" [id=313, type=dequantize_per_channel]; +"308 conv2d_31_scale_0" [id=308, type=get_attr]; +"309 conv2d_31_zero_point_0" [id=309, type=get_attr]; +"310 compressed_weight_updated_constant21" [id=310, type=get_attr]; +"311 quantize_per_channel_default_28" [id=311, type=quantize_per_channel]; +"312 dequantize_per_channel_default_28" [id=312, type=dequantize_per_channel]; +"313 features_8_block_0_0_weight_bias_0_0" [id=313, type=get_attr]; "314 conv2d_31" [id=314, type=conv2d]; "315 hardswish__9_scale_0" [id=315, type=get_attr]; "316 hardswish__9_zero_point_0" [id=316, type=get_attr]; "317 hardswish__9" [id=317, type=hardswish_]; "318 quantize_per_channel_default_29" [id=318, type=quantize_per_channel]; "319 dequantize_per_channel_default_29" [id=319, type=dequantize_per_channel]; -"320 features_8_block_1_0_weight_bias" [id=320, type=get_attr]; -"321 conv2d_32_scale_0" [id=321, type=get_attr]; -"322 conv2d_32_zero_point_0" [id=322, type=get_attr]; -"323 compressed_weight_updated_constant22" [id=323, type=get_attr]; -"324 quantize_per_channel_default_30" [id=324, type=quantize_per_channel]; -"325 dequantize_per_channel_default_30" [id=325, type=dequantize_per_channel]; +"320 conv2d_32_scale_0" [id=320, type=get_attr]; +"321 conv2d_32_zero_point_0" [id=321, type=get_attr]; +"322 compressed_weight_updated_constant22" [id=322, type=get_attr]; +"323 quantize_per_channel_default_30" [id=323, type=quantize_per_channel]; +"324 dequantize_per_channel_default_30" [id=324, type=dequantize_per_channel]; +"325 features_8_block_1_0_weight_bias_0_0" [id=325, type=get_attr]; "326 conv2d_32" [id=326, type=conv2d]; "327 hardswish__10" [id=327, type=hardswish_]; "328 quantize_per_tensor_default_28" [id=328, type=quantize_per_tensor]; @@ -332,11 +332,11 @@ strict digraph { "330 dequantize_per_tensor_default_37" [id=330, type=dequantize_per_tensor]; "331 adaptive_avg_pool2d_5" [id=331, type=adaptive_avg_pool2d]; "332 _param_constant89" [id=332, type=get_attr]; -"333 _param_constant90" [id=333, type=get_attr]; +"333 _param_constant90_0_0" [id=333, type=get_attr]; "334 conv2d_33" [id=334, type=conv2d]; "335 relu_5" [id=335, type=relu]; "336 _param_constant91" [id=336, type=get_attr]; -"337 _param_constant92" [id=337, type=get_attr]; +"337 _param_constant92_0_0" [id=337, type=get_attr]; "338 conv2d_34" [id=338, type=conv2d]; "339 hardsigmoid_5" [id=339, type=hardsigmoid]; "340 quantize_per_tensor_default_29" [id=340, type=quantize_per_tensor]; @@ -344,36 +344,36 @@ strict digraph { "342 mul_5" [id=342, type=mul]; "343 quantize_per_tensor_default_30" [id=343, type=quantize_per_tensor]; "344 dequantize_per_tensor_default_40" [id=344, type=dequantize_per_tensor]; -"345 features_8_block_3_0_weight_bias" [id=345, type=get_attr]; -"346 conv2d_35_scale_0" [id=346, type=get_attr]; -"347 conv2d_35_zero_point_0" [id=347, type=get_attr]; -"348 compressed_weight_updated_constant23" [id=348, type=get_attr]; -"349 quantize_per_channel_default_31" [id=349, type=quantize_per_channel]; -"350 dequantize_per_channel_default_31" [id=350, type=dequantize_per_channel]; +"345 conv2d_35_scale_0" [id=345, type=get_attr]; +"346 conv2d_35_zero_point_0" [id=346, type=get_attr]; +"347 compressed_weight_updated_constant23" [id=347, type=get_attr]; +"348 quantize_per_channel_default_31" [id=348, type=quantize_per_channel]; +"349 dequantize_per_channel_default_31" [id=349, type=dequantize_per_channel]; +"350 features_8_block_3_0_weight_bias_0_0" [id=350, type=get_attr]; "351 conv2d_35" [id=351, type=conv2d]; "352 quantize_per_tensor_default_31" [id=352, type=quantize_per_tensor]; "353 dequantize_per_tensor_default_41" [id=353, type=dequantize_per_tensor]; "354 add__3" [id=354, type=add_]; "355 quantize_per_tensor_default_32" [id=355, type=quantize_per_tensor]; "356 dequantize_per_tensor_default_42" [id=356, type=dequantize_per_tensor]; -"357 features_9_block_0_0_weight_bias" [id=357, type=get_attr]; -"358 conv2d_36_scale_0" [id=358, type=get_attr]; -"359 conv2d_36_zero_point_0" [id=359, type=get_attr]; -"360 compressed_weight_updated_constant24" [id=360, type=get_attr]; -"361 quantize_per_channel_default_32" [id=361, type=quantize_per_channel]; -"362 dequantize_per_channel_default_32" [id=362, type=dequantize_per_channel]; +"357 conv2d_36_scale_0" [id=357, type=get_attr]; +"358 conv2d_36_zero_point_0" [id=358, type=get_attr]; +"359 compressed_weight_updated_constant24" [id=359, type=get_attr]; +"360 quantize_per_channel_default_32" [id=360, type=quantize_per_channel]; +"361 dequantize_per_channel_default_32" [id=361, type=dequantize_per_channel]; +"362 features_9_block_0_0_weight_bias_0_0" [id=362, type=get_attr]; "363 conv2d_36" [id=363, type=conv2d]; "364 hardswish__11_scale_0" [id=364, type=get_attr]; "365 hardswish__11_zero_point_0" [id=365, type=get_attr]; "366 hardswish__11" [id=366, type=hardswish_]; "367 quantize_per_channel_default_33" [id=367, type=quantize_per_channel]; "368 dequantize_per_channel_default_33" [id=368, type=dequantize_per_channel]; -"369 features_9_block_1_0_weight_bias" [id=369, type=get_attr]; -"370 conv2d_37_scale_0" [id=370, type=get_attr]; -"371 conv2d_37_zero_point_0" [id=371, type=get_attr]; -"372 compressed_weight_updated_constant25" [id=372, type=get_attr]; -"373 quantize_per_channel_default_34" [id=373, type=quantize_per_channel]; -"374 dequantize_per_channel_default_34" [id=374, type=dequantize_per_channel]; +"369 conv2d_37_scale_0" [id=369, type=get_attr]; +"370 conv2d_37_zero_point_0" [id=370, type=get_attr]; +"371 compressed_weight_updated_constant25" [id=371, type=get_attr]; +"372 quantize_per_channel_default_34" [id=372, type=quantize_per_channel]; +"373 dequantize_per_channel_default_34" [id=373, type=dequantize_per_channel]; +"374 features_9_block_1_0_weight_bias_0_0" [id=374, type=get_attr]; "375 conv2d_37" [id=375, type=conv2d]; "376 hardswish__12" [id=376, type=hardswish_]; "377 quantize_per_tensor_default_33" [id=377, type=quantize_per_tensor]; @@ -381,11 +381,11 @@ strict digraph { "379 dequantize_per_tensor_default_43" [id=379, type=dequantize_per_tensor]; "380 adaptive_avg_pool2d_6" [id=380, type=adaptive_avg_pool2d]; "381 _param_constant102" [id=381, type=get_attr]; -"382 _param_constant103" [id=382, type=get_attr]; +"382 _param_constant103_0_0" [id=382, type=get_attr]; "383 conv2d_38" [id=383, type=conv2d]; "384 relu_6" [id=384, type=relu]; "385 _param_constant104" [id=385, type=get_attr]; -"386 _param_constant105" [id=386, type=get_attr]; +"386 _param_constant105_0_0" [id=386, type=get_attr]; "387 conv2d_39" [id=387, type=conv2d]; "388 hardsigmoid_6" [id=388, type=hardsigmoid]; "389 quantize_per_tensor_default_34" [id=389, type=quantize_per_tensor]; @@ -393,34 +393,34 @@ strict digraph { "391 mul_6" [id=391, type=mul]; "392 quantize_per_tensor_default_35" [id=392, type=quantize_per_tensor]; "393 dequantize_per_tensor_default_46" [id=393, type=dequantize_per_tensor]; -"394 features_9_block_3_0_weight_bias" [id=394, type=get_attr]; -"395 conv2d_40_scale_0" [id=395, type=get_attr]; -"396 conv2d_40_zero_point_0" [id=396, type=get_attr]; -"397 compressed_weight_updated_constant26" [id=397, type=get_attr]; -"398 quantize_per_channel_default_35" [id=398, type=quantize_per_channel]; -"399 dequantize_per_channel_default_35" [id=399, type=dequantize_per_channel]; +"394 conv2d_40_scale_0" [id=394, type=get_attr]; +"395 conv2d_40_zero_point_0" [id=395, type=get_attr]; +"396 compressed_weight_updated_constant26" [id=396, type=get_attr]; +"397 quantize_per_channel_default_35" [id=397, type=quantize_per_channel]; +"398 dequantize_per_channel_default_35" [id=398, type=dequantize_per_channel]; +"399 features_9_block_3_0_weight_bias_0_0" [id=399, type=get_attr]; "400 conv2d_40" [id=400, type=conv2d]; "401 quantize_per_tensor_default_36" [id=401, type=quantize_per_tensor]; "402 dequantize_per_tensor_default_48" [id=402, type=dequantize_per_tensor]; "403 dequantize_per_tensor_default_47" [id=403, type=dequantize_per_tensor]; -"404 features_10_block_0_0_weight_bias" [id=404, type=get_attr]; -"405 conv2d_41_scale_0" [id=405, type=get_attr]; -"406 conv2d_41_zero_point_0" [id=406, type=get_attr]; -"407 compressed_weight_updated_constant27" [id=407, type=get_attr]; -"408 quantize_per_channel_default_36" [id=408, type=quantize_per_channel]; -"409 dequantize_per_channel_default_36" [id=409, type=dequantize_per_channel]; +"404 conv2d_41_scale_0" [id=404, type=get_attr]; +"405 conv2d_41_zero_point_0" [id=405, type=get_attr]; +"406 compressed_weight_updated_constant27" [id=406, type=get_attr]; +"407 quantize_per_channel_default_36" [id=407, type=quantize_per_channel]; +"408 dequantize_per_channel_default_36" [id=408, type=dequantize_per_channel]; +"409 features_10_block_0_0_weight_bias_0_0" [id=409, type=get_attr]; "410 conv2d_41" [id=410, type=conv2d]; "411 hardswish__13_scale_0" [id=411, type=get_attr]; "412 hardswish__13_zero_point_0" [id=412, type=get_attr]; "413 hardswish__13" [id=413, type=hardswish_]; "414 quantize_per_channel_default_37" [id=414, type=quantize_per_channel]; "415 dequantize_per_channel_default_37" [id=415, type=dequantize_per_channel]; -"416 features_10_block_1_0_weight_bias" [id=416, type=get_attr]; -"417 conv2d_42_scale_0" [id=417, type=get_attr]; -"418 conv2d_42_zero_point_0" [id=418, type=get_attr]; -"419 compressed_weight_updated_constant28" [id=419, type=get_attr]; -"420 quantize_per_channel_default_38" [id=420, type=quantize_per_channel]; -"421 dequantize_per_channel_default_38" [id=421, type=dequantize_per_channel]; +"416 conv2d_42_scale_0" [id=416, type=get_attr]; +"417 conv2d_42_zero_point_0" [id=417, type=get_attr]; +"418 compressed_weight_updated_constant28" [id=418, type=get_attr]; +"419 quantize_per_channel_default_38" [id=419, type=quantize_per_channel]; +"420 dequantize_per_channel_default_38" [id=420, type=dequantize_per_channel]; +"421 features_10_block_1_0_weight_bias_0_0" [id=421, type=get_attr]; "422 conv2d_42" [id=422, type=conv2d]; "423 hardswish__14" [id=423, type=hardswish_]; "424 quantize_per_tensor_default_37" [id=424, type=quantize_per_tensor]; @@ -428,11 +428,11 @@ strict digraph { "426 dequantize_per_tensor_default_49" [id=426, type=dequantize_per_tensor]; "427 adaptive_avg_pool2d_7" [id=427, type=adaptive_avg_pool2d]; "428 _param_constant115" [id=428, type=get_attr]; -"429 _param_constant116" [id=429, type=get_attr]; +"429 _param_constant116_0_0" [id=429, type=get_attr]; "430 conv2d_43" [id=430, type=conv2d]; "431 relu_7" [id=431, type=relu]; "432 _param_constant117" [id=432, type=get_attr]; -"433 _param_constant118" [id=433, type=get_attr]; +"433 _param_constant118_0_0" [id=433, type=get_attr]; "434 conv2d_44" [id=434, type=conv2d]; "435 hardsigmoid_7" [id=435, type=hardsigmoid]; "436 quantize_per_tensor_default_38" [id=436, type=quantize_per_tensor]; @@ -440,12 +440,12 @@ strict digraph { "438 mul_7" [id=438, type=mul]; "439 quantize_per_tensor_default_39" [id=439, type=quantize_per_tensor]; "440 dequantize_per_tensor_default_52" [id=440, type=dequantize_per_tensor]; -"441 features_10_block_3_0_weight_bias" [id=441, type=get_attr]; -"442 conv2d_45_scale_0" [id=442, type=get_attr]; -"443 conv2d_45_zero_point_0" [id=443, type=get_attr]; -"444 compressed_weight_updated_constant29" [id=444, type=get_attr]; -"445 quantize_per_channel_default_39" [id=445, type=quantize_per_channel]; -"446 dequantize_per_channel_default_39" [id=446, type=dequantize_per_channel]; +"441 conv2d_45_scale_0" [id=441, type=get_attr]; +"442 conv2d_45_zero_point_0" [id=442, type=get_attr]; +"443 compressed_weight_updated_constant29" [id=443, type=get_attr]; +"444 quantize_per_channel_default_39" [id=444, type=quantize_per_channel]; +"445 dequantize_per_channel_default_39" [id=445, type=dequantize_per_channel]; +"446 features_10_block_3_0_weight_bias_0_0" [id=446, type=get_attr]; "447 conv2d_45" [id=447, type=conv2d]; "448 quantize_per_tensor_default_40" [id=448, type=quantize_per_tensor]; "449 dequantize_per_tensor_default_53" [id=449, type=dequantize_per_tensor]; @@ -453,24 +453,24 @@ strict digraph { "451 quantize_per_tensor_default_41" [id=451, type=quantize_per_tensor]; "452 dequantize_per_tensor_default_55" [id=452, type=dequantize_per_tensor]; "453 dequantize_per_tensor_default_54" [id=453, type=dequantize_per_tensor]; -"454 features_11_block_0_0_weight_bias" [id=454, type=get_attr]; -"455 conv2d_46_scale_0" [id=455, type=get_attr]; -"456 conv2d_46_zero_point_0" [id=456, type=get_attr]; -"457 compressed_weight_updated_constant30" [id=457, type=get_attr]; -"458 quantize_per_channel_default_40" [id=458, type=quantize_per_channel]; -"459 dequantize_per_channel_default_40" [id=459, type=dequantize_per_channel]; +"454 conv2d_46_scale_0" [id=454, type=get_attr]; +"455 conv2d_46_zero_point_0" [id=455, type=get_attr]; +"456 compressed_weight_updated_constant30" [id=456, type=get_attr]; +"457 quantize_per_channel_default_40" [id=457, type=quantize_per_channel]; +"458 dequantize_per_channel_default_40" [id=458, type=dequantize_per_channel]; +"459 features_11_block_0_0_weight_bias_0_0" [id=459, type=get_attr]; "460 conv2d_46" [id=460, type=conv2d]; "461 hardswish__15_scale_0" [id=461, type=get_attr]; "462 hardswish__15_zero_point_0" [id=462, type=get_attr]; "463 hardswish__15" [id=463, type=hardswish_]; "464 quantize_per_channel_default_41" [id=464, type=quantize_per_channel]; "465 dequantize_per_channel_default_41" [id=465, type=dequantize_per_channel]; -"466 features_11_block_1_0_weight_bias" [id=466, type=get_attr]; -"467 conv2d_47_scale_0" [id=467, type=get_attr]; -"468 conv2d_47_zero_point_0" [id=468, type=get_attr]; -"469 compressed_weight_updated_constant31" [id=469, type=get_attr]; -"470 quantize_per_channel_default_42" [id=470, type=quantize_per_channel]; -"471 dequantize_per_channel_default_42" [id=471, type=dequantize_per_channel]; +"466 conv2d_47_scale_0" [id=466, type=get_attr]; +"467 conv2d_47_zero_point_0" [id=467, type=get_attr]; +"468 compressed_weight_updated_constant31" [id=468, type=get_attr]; +"469 quantize_per_channel_default_42" [id=469, type=quantize_per_channel]; +"470 dequantize_per_channel_default_42" [id=470, type=dequantize_per_channel]; +"471 features_11_block_1_0_weight_bias_0_0" [id=471, type=get_attr]; "472 conv2d_47" [id=472, type=conv2d]; "473 hardswish__16" [id=473, type=hardswish_]; "474 quantize_per_tensor_default_42" [id=474, type=quantize_per_tensor]; @@ -478,11 +478,11 @@ strict digraph { "476 dequantize_per_tensor_default_56" [id=476, type=dequantize_per_tensor]; "477 adaptive_avg_pool2d_8" [id=477, type=adaptive_avg_pool2d]; "478 _param_constant128" [id=478, type=get_attr]; -"479 _param_constant129" [id=479, type=get_attr]; +"479 _param_constant129_0_0" [id=479, type=get_attr]; "480 conv2d_48" [id=480, type=conv2d]; "481 relu_8" [id=481, type=relu]; "482 _param_constant130" [id=482, type=get_attr]; -"483 _param_constant131" [id=483, type=get_attr]; +"483 _param_constant131_0_0" [id=483, type=get_attr]; "484 conv2d_49" [id=484, type=conv2d]; "485 hardsigmoid_8" [id=485, type=hardsigmoid]; "486 quantize_per_tensor_default_43" [id=486, type=quantize_per_tensor]; @@ -490,24 +490,24 @@ strict digraph { "488 mul_8" [id=488, type=mul]; "489 quantize_per_tensor_default_44" [id=489, type=quantize_per_tensor]; "490 dequantize_per_tensor_default_59" [id=490, type=dequantize_per_tensor]; -"491 features_11_block_3_0_weight_bias" [id=491, type=get_attr]; -"492 conv2d_50_scale_0" [id=492, type=get_attr]; -"493 conv2d_50_zero_point_0" [id=493, type=get_attr]; -"494 compressed_weight_updated_constant32" [id=494, type=get_attr]; -"495 quantize_per_channel_default_43" [id=495, type=quantize_per_channel]; -"496 dequantize_per_channel_default_43" [id=496, type=dequantize_per_channel]; +"491 conv2d_50_scale_0" [id=491, type=get_attr]; +"492 conv2d_50_zero_point_0" [id=492, type=get_attr]; +"493 compressed_weight_updated_constant32" [id=493, type=get_attr]; +"494 quantize_per_channel_default_43" [id=494, type=quantize_per_channel]; +"495 dequantize_per_channel_default_43" [id=495, type=dequantize_per_channel]; +"496 features_11_block_3_0_weight_bias_0_0" [id=496, type=get_attr]; "497 conv2d_50" [id=497, type=conv2d]; "498 quantize_per_tensor_default_45" [id=498, type=quantize_per_tensor]; "499 dequantize_per_tensor_default_60" [id=499, type=dequantize_per_tensor]; "500 add__5" [id=500, type=add_]; "501 quantize_per_tensor_default_46" [id=501, type=quantize_per_tensor]; "502 dequantize_per_tensor_default_61" [id=502, type=dequantize_per_tensor]; -"503 features_12_0_weight_bias" [id=503, type=get_attr]; -"504 conv2d_51_scale_0" [id=504, type=get_attr]; -"505 conv2d_51_zero_point_0" [id=505, type=get_attr]; -"506 compressed_weight_updated_constant33" [id=506, type=get_attr]; -"507 quantize_per_channel_default_44" [id=507, type=quantize_per_channel]; -"508 dequantize_per_channel_default_44" [id=508, type=dequantize_per_channel]; +"503 conv2d_51_scale_0" [id=503, type=get_attr]; +"504 conv2d_51_zero_point_0" [id=504, type=get_attr]; +"505 compressed_weight_updated_constant33" [id=505, type=get_attr]; +"506 quantize_per_channel_default_44" [id=506, type=quantize_per_channel]; +"507 dequantize_per_channel_default_44" [id=507, type=dequantize_per_channel]; +"508 features_12_0_weight_bias_0_0" [id=508, type=get_attr]; "509 conv2d_51" [id=509, type=conv2d]; "510 hardswish__17" [id=510, type=hardswish_]; "511 quantize_per_tensor_default_47" [id=511, type=quantize_per_tensor]; @@ -516,36 +516,36 @@ strict digraph { "514 quantize_per_tensor_default_48" [id=514, type=quantize_per_tensor]; "515 dequantize_per_tensor_default_63" [id=515, type=dequantize_per_tensor]; "516 flatten" [id=516, type=flatten]; -"517 _param_constant139" [id=517, type=get_attr]; -"518 linear_scale_0" [id=518, type=get_attr]; -"519 linear_zero_point_0" [id=519, type=get_attr]; -"520 compressed_weight_updated_constant34" [id=520, type=get_attr]; -"521 quantize_per_channel_default_45" [id=521, type=quantize_per_channel]; -"522 dequantize_per_channel_default_45" [id=522, type=dequantize_per_channel]; +"517 linear_scale_0" [id=517, type=get_attr]; +"518 linear_zero_point_0" [id=518, type=get_attr]; +"519 compressed_weight_updated_constant34" [id=519, type=get_attr]; +"520 quantize_per_channel_default_45" [id=520, type=quantize_per_channel]; +"521 dequantize_per_channel_default_45" [id=521, type=dequantize_per_channel]; +"522 _param_constant139_0_0" [id=522, type=get_attr]; "523 linear" [id=523, type=linear]; "524 hardswish__18" [id=524, type=hardswish_]; "525 quantize_per_tensor_default_49" [id=525, type=quantize_per_tensor]; "526 dequantize_per_tensor_default_64" [id=526, type=dequantize_per_tensor]; "527 dropout_" [id=527, type=dropout_]; -"528 _param_constant141" [id=528, type=get_attr]; -"529 linear_1_scale_0" [id=529, type=get_attr]; -"530 linear_1_zero_point_0" [id=530, type=get_attr]; -"531 compressed_weight_updated_constant35" [id=531, type=get_attr]; -"532 quantize_per_channel_default_46" [id=532, type=quantize_per_channel]; -"533 dequantize_per_channel_default_46" [id=533, type=dequantize_per_channel]; +"528 linear_1_scale_0" [id=528, type=get_attr]; +"529 linear_1_zero_point_0" [id=529, type=get_attr]; +"530 compressed_weight_updated_constant35" [id=530, type=get_attr]; +"531 quantize_per_channel_default_46" [id=531, type=quantize_per_channel]; +"532 dequantize_per_channel_default_46" [id=532, type=dequantize_per_channel]; +"533 _param_constant141_0_0" [id=533, type=get_attr]; "534 linear_1" [id=534, type=linear]; "535 output" [id=535, type=output]; "0 arg0_1" -> "1 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 features_0_0_weight_bias" -> "9 conv2d" [label="(16,)", style=solid]; -"4 conv2d_scale_0" -> "7 quantize_per_channel_default" [label="(16,)", style=solid]; -"4 conv2d_scale_0" -> "8 dequantize_per_channel_default" [label="(16,)", style=solid]; -"5 conv2d_zero_point_0" -> "7 quantize_per_channel_default" [label="(16,)", style=solid]; -"5 conv2d_zero_point_0" -> "8 dequantize_per_channel_default" [label="(16,)", style=solid]; -"6 compressed_weight_updated_constant0" -> "7 quantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; -"7 quantize_per_channel_default" -> "8 dequantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; -"8 dequantize_per_channel_default" -> "9 conv2d" [label="(16, 3, 3, 3)", style=solid]; +"3 conv2d_scale_0" -> "6 quantize_per_channel_default" [label="(16,)", style=solid]; +"3 conv2d_scale_0" -> "7 dequantize_per_channel_default" [label="(16,)", style=solid]; +"4 conv2d_zero_point_0" -> "6 quantize_per_channel_default" [label="(16,)", style=solid]; +"4 conv2d_zero_point_0" -> "7 dequantize_per_channel_default" [label="(16,)", style=solid]; +"5 compressed_weight_updated_constant0" -> "6 quantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; +"6 quantize_per_channel_default" -> "7 dequantize_per_channel_default" [label="(16, 3, 3, 3)", style=solid]; +"7 dequantize_per_channel_default" -> "9 conv2d" [label="(16, 3, 3, 3)", style=solid]; +"8 features_0_0_weight_bias_0_0" -> "9 conv2d" [label="(16,)", style=solid]; "9 conv2d" -> "12 hardswish_" [label="(1, 16, 112, 112)", style=solid]; "10 hardswish__scale_0" -> "13 quantize_per_channel_default_1" [label="(16,)", style=solid]; "10 hardswish__scale_0" -> "14 dequantize_per_channel_default_1" [label="(16,)", style=solid]; @@ -554,14 +554,14 @@ strict digraph { "12 hardswish_" -> "13 quantize_per_channel_default_1" [label="(1, 16, 112, 112)", style=solid]; "13 quantize_per_channel_default_1" -> "14 dequantize_per_channel_default_1" [label="(1, 16, 112, 112)", style=solid]; "14 dequantize_per_channel_default_1" -> "21 conv2d_1" [label="(1, 16, 112, 112)", style=solid]; -"15 features_1_block_0_0_weight_bias" -> "21 conv2d_1" [label="(16,)", style=solid]; -"16 conv2d_1_scale_0" -> "19 quantize_per_channel_default_2" [label="(16,)", style=solid]; -"16 conv2d_1_scale_0" -> "20 dequantize_per_channel_default_2" [label="(16,)", style=solid]; -"17 conv2d_1_zero_point_0" -> "19 quantize_per_channel_default_2" [label="(16,)", style=solid]; -"17 conv2d_1_zero_point_0" -> "20 dequantize_per_channel_default_2" [label="(16,)", style=solid]; -"18 compressed_weight_updated_constant1" -> "19 quantize_per_channel_default_2" [label="(16, 1, 3, 3)", style=solid]; -"19 quantize_per_channel_default_2" -> "20 dequantize_per_channel_default_2" [label="(16, 1, 3, 3)", style=solid]; -"20 dequantize_per_channel_default_2" -> "21 conv2d_1" [label="(16, 1, 3, 3)", style=solid]; +"15 conv2d_1_scale_0" -> "18 quantize_per_channel_default_2" [label="(16,)", style=solid]; +"15 conv2d_1_scale_0" -> "19 dequantize_per_channel_default_2" [label="(16,)", style=solid]; +"16 conv2d_1_zero_point_0" -> "18 quantize_per_channel_default_2" [label="(16,)", style=solid]; +"16 conv2d_1_zero_point_0" -> "19 dequantize_per_channel_default_2" [label="(16,)", style=solid]; +"17 compressed_weight_updated_constant1" -> "18 quantize_per_channel_default_2" [label="(16, 1, 3, 3)", style=solid]; +"18 quantize_per_channel_default_2" -> "19 dequantize_per_channel_default_2" [label="(16, 1, 3, 3)", style=solid]; +"19 dequantize_per_channel_default_2" -> "21 conv2d_1" [label="(16, 1, 3, 3)", style=solid]; +"20 features_1_block_0_0_weight_bias_0_0" -> "21 conv2d_1" [label="(16,)", style=solid]; "21 conv2d_1" -> "22 relu_" [label="(1, 16, 56, 56)", style=solid]; "22 relu_" -> "23 quantize_per_tensor_default_1" [label="(1, 16, 56, 56)", style=solid]; "23 quantize_per_tensor_default_1" -> "24 dequantize_per_tensor_default_2" [label="(1, 16, 56, 56)", style=solid]; @@ -570,11 +570,11 @@ strict digraph { "25 dequantize_per_tensor_default_1" -> "26 adaptive_avg_pool2d" [label="(1, 16, 56, 56)", style=solid]; "26 adaptive_avg_pool2d" -> "29 conv2d_2" [label="(1, 16, 1, 1)", style=solid]; "27 _param_constant6" -> "29 conv2d_2" [label="(8, 16, 1, 1)", style=solid]; -"28 _param_constant7" -> "29 conv2d_2" [label="(8,)", style=solid]; +"28 _param_constant7_0_0" -> "29 conv2d_2" [label="(8,)", style=solid]; "29 conv2d_2" -> "30 relu" [label="(1, 8, 1, 1)", style=solid]; "30 relu" -> "33 conv2d_3" [label="(1, 8, 1, 1)", style=solid]; "31 _param_constant8" -> "33 conv2d_3" [label="(16, 8, 1, 1)", style=solid]; -"32 _param_constant9" -> "33 conv2d_3" [label="(16,)", style=solid]; +"32 _param_constant9_0_0" -> "33 conv2d_3" [label="(16,)", style=solid]; "33 conv2d_3" -> "34 hardsigmoid" [label="(1, 16, 1, 1)", style=solid]; "34 hardsigmoid" -> "35 quantize_per_tensor_default_2" [label="(1, 16, 1, 1)", style=solid]; "35 quantize_per_tensor_default_2" -> "36 dequantize_per_tensor_default_3" [label="(1, 16, 1, 1)", style=solid]; @@ -582,25 +582,25 @@ strict digraph { "37 mul" -> "38 quantize_per_tensor_default_3" [label="(1, 16, 56, 56)", style=solid]; "38 quantize_per_tensor_default_3" -> "39 dequantize_per_tensor_default_4" [label="(1, 16, 56, 56)", style=solid]; "39 dequantize_per_tensor_default_4" -> "46 conv2d_4" [label="(1, 16, 56, 56)", style=solid]; -"40 features_1_block_2_0_weight_bias" -> "46 conv2d_4" [label="(16,)", style=solid]; -"41 conv2d_4_scale_0" -> "44 quantize_per_channel_default_3" [label="(16,)", style=solid]; -"41 conv2d_4_scale_0" -> "45 dequantize_per_channel_default_3" [label="(16,)", style=solid]; -"42 conv2d_4_zero_point_0" -> "44 quantize_per_channel_default_3" [label="(16,)", style=solid]; -"42 conv2d_4_zero_point_0" -> "45 dequantize_per_channel_default_3" [label="(16,)", style=solid]; -"43 compressed_weight_updated_constant2" -> "44 quantize_per_channel_default_3" [label="(16, 16, 1, 1)", style=solid]; -"44 quantize_per_channel_default_3" -> "45 dequantize_per_channel_default_3" [label="(16, 16, 1, 1)", style=solid]; -"45 dequantize_per_channel_default_3" -> "46 conv2d_4" [label="(16, 16, 1, 1)", style=solid]; +"40 conv2d_4_scale_0" -> "43 quantize_per_channel_default_3" [label="(16,)", style=solid]; +"40 conv2d_4_scale_0" -> "44 dequantize_per_channel_default_3" [label="(16,)", style=solid]; +"41 conv2d_4_zero_point_0" -> "43 quantize_per_channel_default_3" [label="(16,)", style=solid]; +"41 conv2d_4_zero_point_0" -> "44 dequantize_per_channel_default_3" [label="(16,)", style=solid]; +"42 compressed_weight_updated_constant2" -> "43 quantize_per_channel_default_3" [label="(16, 16, 1, 1)", style=solid]; +"43 quantize_per_channel_default_3" -> "44 dequantize_per_channel_default_3" [label="(16, 16, 1, 1)", style=solid]; +"44 dequantize_per_channel_default_3" -> "46 conv2d_4" [label="(16, 16, 1, 1)", style=solid]; +"45 features_1_block_2_0_weight_bias_0_0" -> "46 conv2d_4" [label="(16,)", style=solid]; "46 conv2d_4" -> "47 quantize_per_tensor_default_4" [label="(1, 16, 56, 56)", style=solid]; "47 quantize_per_tensor_default_4" -> "48 dequantize_per_tensor_default_5" [label="(1, 16, 56, 56)", style=solid]; "48 dequantize_per_tensor_default_5" -> "55 conv2d_5" [label="(1, 16, 56, 56)", style=solid]; -"49 features_2_block_0_0_weight_bias" -> "55 conv2d_5" [label="(72,)", style=solid]; -"50 conv2d_5_scale_0" -> "53 quantize_per_channel_default_4" [label="(72,)", style=solid]; -"50 conv2d_5_scale_0" -> "54 dequantize_per_channel_default_4" [label="(72,)", style=solid]; -"51 conv2d_5_zero_point_0" -> "53 quantize_per_channel_default_4" [label="(72,)", style=solid]; -"51 conv2d_5_zero_point_0" -> "54 dequantize_per_channel_default_4" [label="(72,)", style=solid]; -"52 compressed_weight_updated_constant3" -> "53 quantize_per_channel_default_4" [label="(72, 16, 1, 1)", style=solid]; -"53 quantize_per_channel_default_4" -> "54 dequantize_per_channel_default_4" [label="(72, 16, 1, 1)", style=solid]; -"54 dequantize_per_channel_default_4" -> "55 conv2d_5" [label="(72, 16, 1, 1)", style=solid]; +"49 conv2d_5_scale_0" -> "52 quantize_per_channel_default_4" [label="(72,)", style=solid]; +"49 conv2d_5_scale_0" -> "53 dequantize_per_channel_default_4" [label="(72,)", style=solid]; +"50 conv2d_5_zero_point_0" -> "52 quantize_per_channel_default_4" [label="(72,)", style=solid]; +"50 conv2d_5_zero_point_0" -> "53 dequantize_per_channel_default_4" [label="(72,)", style=solid]; +"51 compressed_weight_updated_constant3" -> "52 quantize_per_channel_default_4" [label="(72, 16, 1, 1)", style=solid]; +"52 quantize_per_channel_default_4" -> "53 dequantize_per_channel_default_4" [label="(72, 16, 1, 1)", style=solid]; +"53 dequantize_per_channel_default_4" -> "55 conv2d_5" [label="(72, 16, 1, 1)", style=solid]; +"54 features_2_block_0_0_weight_bias_0_0" -> "55 conv2d_5" [label="(72,)", style=solid]; "55 conv2d_5" -> "58 relu__1" [label="(1, 72, 56, 56)", style=solid]; "56 relu__1_scale_0" -> "59 quantize_per_channel_default_5" [label="(72,)", style=solid]; "56 relu__1_scale_0" -> "60 dequantize_per_channel_default_5" [label="(72,)", style=solid]; @@ -609,39 +609,39 @@ strict digraph { "58 relu__1" -> "59 quantize_per_channel_default_5" [label="(1, 72, 56, 56)", style=solid]; "59 quantize_per_channel_default_5" -> "60 dequantize_per_channel_default_5" [label="(1, 72, 56, 56)", style=solid]; "60 dequantize_per_channel_default_5" -> "67 conv2d_6" [label="(1, 72, 56, 56)", style=solid]; -"61 features_2_block_1_0_weight_bias" -> "67 conv2d_6" [label="(72,)", style=solid]; -"62 conv2d_6_scale_0" -> "65 quantize_per_channel_default_6" [label="(72,)", style=solid]; -"62 conv2d_6_scale_0" -> "66 dequantize_per_channel_default_6" [label="(72,)", style=solid]; -"63 conv2d_6_zero_point_0" -> "65 quantize_per_channel_default_6" [label="(72,)", style=solid]; -"63 conv2d_6_zero_point_0" -> "66 dequantize_per_channel_default_6" [label="(72,)", style=solid]; -"64 compressed_weight_updated_constant4" -> "65 quantize_per_channel_default_6" [label="(72, 1, 3, 3)", style=solid]; -"65 quantize_per_channel_default_6" -> "66 dequantize_per_channel_default_6" [label="(72, 1, 3, 3)", style=solid]; -"66 dequantize_per_channel_default_6" -> "67 conv2d_6" [label="(72, 1, 3, 3)", style=solid]; +"61 conv2d_6_scale_0" -> "64 quantize_per_channel_default_6" [label="(72,)", style=solid]; +"61 conv2d_6_scale_0" -> "65 dequantize_per_channel_default_6" [label="(72,)", style=solid]; +"62 conv2d_6_zero_point_0" -> "64 quantize_per_channel_default_6" [label="(72,)", style=solid]; +"62 conv2d_6_zero_point_0" -> "65 dequantize_per_channel_default_6" [label="(72,)", style=solid]; +"63 compressed_weight_updated_constant4" -> "64 quantize_per_channel_default_6" [label="(72, 1, 3, 3)", style=solid]; +"64 quantize_per_channel_default_6" -> "65 dequantize_per_channel_default_6" [label="(72, 1, 3, 3)", style=solid]; +"65 dequantize_per_channel_default_6" -> "67 conv2d_6" [label="(72, 1, 3, 3)", style=solid]; +"66 features_2_block_1_0_weight_bias_0_0" -> "67 conv2d_6" [label="(72,)", style=solid]; "67 conv2d_6" -> "68 relu__2" [label="(1, 72, 28, 28)", style=solid]; "68 relu__2" -> "69 quantize_per_tensor_default_5" [label="(1, 72, 28, 28)", style=solid]; "69 quantize_per_tensor_default_5" -> "70 dequantize_per_tensor_default_6" [label="(1, 72, 28, 28)", style=solid]; "70 dequantize_per_tensor_default_6" -> "77 conv2d_7" [label="(1, 72, 28, 28)", style=solid]; -"71 features_2_block_2_0_weight_bias" -> "77 conv2d_7" [label="(24,)", style=solid]; -"72 conv2d_7_scale_0" -> "75 quantize_per_channel_default_7" [label="(24,)", style=solid]; -"72 conv2d_7_scale_0" -> "76 dequantize_per_channel_default_7" [label="(24,)", style=solid]; -"73 conv2d_7_zero_point_0" -> "75 quantize_per_channel_default_7" [label="(24,)", style=solid]; -"73 conv2d_7_zero_point_0" -> "76 dequantize_per_channel_default_7" [label="(24,)", style=solid]; -"74 compressed_weight_updated_constant5" -> "75 quantize_per_channel_default_7" [label="(24, 72, 1, 1)", style=solid]; -"75 quantize_per_channel_default_7" -> "76 dequantize_per_channel_default_7" [label="(24, 72, 1, 1)", style=solid]; -"76 dequantize_per_channel_default_7" -> "77 conv2d_7" [label="(24, 72, 1, 1)", style=solid]; +"71 conv2d_7_scale_0" -> "74 quantize_per_channel_default_7" [label="(24,)", style=solid]; +"71 conv2d_7_scale_0" -> "75 dequantize_per_channel_default_7" [label="(24,)", style=solid]; +"72 conv2d_7_zero_point_0" -> "74 quantize_per_channel_default_7" [label="(24,)", style=solid]; +"72 conv2d_7_zero_point_0" -> "75 dequantize_per_channel_default_7" [label="(24,)", style=solid]; +"73 compressed_weight_updated_constant5" -> "74 quantize_per_channel_default_7" [label="(24, 72, 1, 1)", style=solid]; +"74 quantize_per_channel_default_7" -> "75 dequantize_per_channel_default_7" [label="(24, 72, 1, 1)", style=solid]; +"75 dequantize_per_channel_default_7" -> "77 conv2d_7" [label="(24, 72, 1, 1)", style=solid]; +"76 features_2_block_2_0_weight_bias_0_0" -> "77 conv2d_7" [label="(24,)", style=solid]; "77 conv2d_7" -> "78 quantize_per_tensor_default_6" [label="(1, 24, 28, 28)", style=solid]; "78 quantize_per_tensor_default_6" -> "79 dequantize_per_tensor_default_8" [label="(1, 24, 28, 28)", style=solid]; "78 quantize_per_tensor_default_6" -> "80 dequantize_per_tensor_default_7" [label="(1, 24, 28, 28)", style=solid]; "79 dequantize_per_tensor_default_8" -> "112 add_" [label="(1, 24, 28, 28)", style=solid]; "80 dequantize_per_tensor_default_7" -> "87 conv2d_8" [label="(1, 24, 28, 28)", style=solid]; -"81 features_3_block_0_0_weight_bias" -> "87 conv2d_8" [label="(88,)", style=solid]; -"82 conv2d_8_scale_0" -> "85 quantize_per_channel_default_8" [label="(88,)", style=solid]; -"82 conv2d_8_scale_0" -> "86 dequantize_per_channel_default_8" [label="(88,)", style=solid]; -"83 conv2d_8_zero_point_0" -> "85 quantize_per_channel_default_8" [label="(88,)", style=solid]; -"83 conv2d_8_zero_point_0" -> "86 dequantize_per_channel_default_8" [label="(88,)", style=solid]; -"84 compressed_weight_updated_constant6" -> "85 quantize_per_channel_default_8" [label="(88, 24, 1, 1)", style=solid]; -"85 quantize_per_channel_default_8" -> "86 dequantize_per_channel_default_8" [label="(88, 24, 1, 1)", style=solid]; -"86 dequantize_per_channel_default_8" -> "87 conv2d_8" [label="(88, 24, 1, 1)", style=solid]; +"81 conv2d_8_scale_0" -> "84 quantize_per_channel_default_8" [label="(88,)", style=solid]; +"81 conv2d_8_scale_0" -> "85 dequantize_per_channel_default_8" [label="(88,)", style=solid]; +"82 conv2d_8_zero_point_0" -> "84 quantize_per_channel_default_8" [label="(88,)", style=solid]; +"82 conv2d_8_zero_point_0" -> "85 dequantize_per_channel_default_8" [label="(88,)", style=solid]; +"83 compressed_weight_updated_constant6" -> "84 quantize_per_channel_default_8" [label="(88, 24, 1, 1)", style=solid]; +"84 quantize_per_channel_default_8" -> "85 dequantize_per_channel_default_8" [label="(88, 24, 1, 1)", style=solid]; +"85 dequantize_per_channel_default_8" -> "87 conv2d_8" [label="(88, 24, 1, 1)", style=solid]; +"86 features_3_block_0_0_weight_bias_0_0" -> "87 conv2d_8" [label="(88,)", style=solid]; "87 conv2d_8" -> "90 relu__3" [label="(1, 88, 28, 28)", style=solid]; "88 relu__3_scale_0" -> "91 quantize_per_channel_default_9" [label="(88,)", style=solid]; "88 relu__3_scale_0" -> "92 dequantize_per_channel_default_9" [label="(88,)", style=solid]; @@ -650,40 +650,40 @@ strict digraph { "90 relu__3" -> "91 quantize_per_channel_default_9" [label="(1, 88, 28, 28)", style=solid]; "91 quantize_per_channel_default_9" -> "92 dequantize_per_channel_default_9" [label="(1, 88, 28, 28)", style=solid]; "92 dequantize_per_channel_default_9" -> "99 conv2d_9" [label="(1, 88, 28, 28)", style=solid]; -"93 features_3_block_1_0_weight_bias" -> "99 conv2d_9" [label="(88,)", style=solid]; -"94 conv2d_9_scale_0" -> "97 quantize_per_channel_default_10" [label="(88,)", style=solid]; -"94 conv2d_9_scale_0" -> "98 dequantize_per_channel_default_10" [label="(88,)", style=solid]; -"95 conv2d_9_zero_point_0" -> "97 quantize_per_channel_default_10" [label="(88,)", style=solid]; -"95 conv2d_9_zero_point_0" -> "98 dequantize_per_channel_default_10" [label="(88,)", style=solid]; -"96 compressed_weight_updated_constant7" -> "97 quantize_per_channel_default_10" [label="(88, 1, 3, 3)", style=solid]; -"97 quantize_per_channel_default_10" -> "98 dequantize_per_channel_default_10" [label="(88, 1, 3, 3)", style=solid]; -"98 dequantize_per_channel_default_10" -> "99 conv2d_9" [label="(88, 1, 3, 3)", style=solid]; +"93 conv2d_9_scale_0" -> "96 quantize_per_channel_default_10" [label="(88,)", style=solid]; +"93 conv2d_9_scale_0" -> "97 dequantize_per_channel_default_10" [label="(88,)", style=solid]; +"94 conv2d_9_zero_point_0" -> "96 quantize_per_channel_default_10" [label="(88,)", style=solid]; +"94 conv2d_9_zero_point_0" -> "97 dequantize_per_channel_default_10" [label="(88,)", style=solid]; +"95 compressed_weight_updated_constant7" -> "96 quantize_per_channel_default_10" [label="(88, 1, 3, 3)", style=solid]; +"96 quantize_per_channel_default_10" -> "97 dequantize_per_channel_default_10" [label="(88, 1, 3, 3)", style=solid]; +"97 dequantize_per_channel_default_10" -> "99 conv2d_9" [label="(88, 1, 3, 3)", style=solid]; +"98 features_3_block_1_0_weight_bias_0_0" -> "99 conv2d_9" [label="(88,)", style=solid]; "99 conv2d_9" -> "100 relu__4" [label="(1, 88, 28, 28)", style=solid]; "100 relu__4" -> "101 quantize_per_tensor_default_7" [label="(1, 88, 28, 28)", style=solid]; "101 quantize_per_tensor_default_7" -> "102 dequantize_per_tensor_default_9" [label="(1, 88, 28, 28)", style=solid]; "102 dequantize_per_tensor_default_9" -> "109 conv2d_10" [label="(1, 88, 28, 28)", style=solid]; -"103 features_3_block_2_0_weight_bias" -> "109 conv2d_10" [label="(24,)", style=solid]; -"104 conv2d_10_scale_0" -> "107 quantize_per_channel_default_11" [label="(24,)", style=solid]; -"104 conv2d_10_scale_0" -> "108 dequantize_per_channel_default_11" [label="(24,)", style=solid]; -"105 conv2d_10_zero_point_0" -> "107 quantize_per_channel_default_11" [label="(24,)", style=solid]; -"105 conv2d_10_zero_point_0" -> "108 dequantize_per_channel_default_11" [label="(24,)", style=solid]; -"106 compressed_weight_updated_constant8" -> "107 quantize_per_channel_default_11" [label="(24, 88, 1, 1)", style=solid]; -"107 quantize_per_channel_default_11" -> "108 dequantize_per_channel_default_11" [label="(24, 88, 1, 1)", style=solid]; -"108 dequantize_per_channel_default_11" -> "109 conv2d_10" [label="(24, 88, 1, 1)", style=solid]; +"103 conv2d_10_scale_0" -> "106 quantize_per_channel_default_11" [label="(24,)", style=solid]; +"103 conv2d_10_scale_0" -> "107 dequantize_per_channel_default_11" [label="(24,)", style=solid]; +"104 conv2d_10_zero_point_0" -> "106 quantize_per_channel_default_11" [label="(24,)", style=solid]; +"104 conv2d_10_zero_point_0" -> "107 dequantize_per_channel_default_11" [label="(24,)", style=solid]; +"105 compressed_weight_updated_constant8" -> "106 quantize_per_channel_default_11" [label="(24, 88, 1, 1)", style=solid]; +"106 quantize_per_channel_default_11" -> "107 dequantize_per_channel_default_11" [label="(24, 88, 1, 1)", style=solid]; +"107 dequantize_per_channel_default_11" -> "109 conv2d_10" [label="(24, 88, 1, 1)", style=solid]; +"108 features_3_block_2_0_weight_bias_0_0" -> "109 conv2d_10" [label="(24,)", style=solid]; "109 conv2d_10" -> "110 quantize_per_tensor_default_8" [label="(1, 24, 28, 28)", style=solid]; "110 quantize_per_tensor_default_8" -> "111 dequantize_per_tensor_default_10" [label="(1, 24, 28, 28)", style=solid]; "111 dequantize_per_tensor_default_10" -> "112 add_" [label="(1, 24, 28, 28)", style=solid]; "112 add_" -> "113 quantize_per_tensor_default_9" [label="(1, 24, 28, 28)", style=solid]; "113 quantize_per_tensor_default_9" -> "114 dequantize_per_tensor_default_11" [label="(1, 24, 28, 28)", style=solid]; "114 dequantize_per_tensor_default_11" -> "121 conv2d_11" [label="(1, 24, 28, 28)", style=solid]; -"115 features_4_block_0_0_weight_bias" -> "121 conv2d_11" [label="(96,)", style=solid]; -"116 conv2d_11_scale_0" -> "119 quantize_per_channel_default_12" [label="(96,)", style=solid]; -"116 conv2d_11_scale_0" -> "120 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"117 conv2d_11_zero_point_0" -> "119 quantize_per_channel_default_12" [label="(96,)", style=solid]; -"117 conv2d_11_zero_point_0" -> "120 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"118 compressed_weight_updated_constant9" -> "119 quantize_per_channel_default_12" [label="(96, 24, 1, 1)", style=solid]; -"119 quantize_per_channel_default_12" -> "120 dequantize_per_channel_default_12" [label="(96, 24, 1, 1)", style=solid]; -"120 dequantize_per_channel_default_12" -> "121 conv2d_11" [label="(96, 24, 1, 1)", style=solid]; +"115 conv2d_11_scale_0" -> "118 quantize_per_channel_default_12" [label="(96,)", style=solid]; +"115 conv2d_11_scale_0" -> "119 dequantize_per_channel_default_12" [label="(96,)", style=solid]; +"116 conv2d_11_zero_point_0" -> "118 quantize_per_channel_default_12" [label="(96,)", style=solid]; +"116 conv2d_11_zero_point_0" -> "119 dequantize_per_channel_default_12" [label="(96,)", style=solid]; +"117 compressed_weight_updated_constant9" -> "118 quantize_per_channel_default_12" [label="(96, 24, 1, 1)", style=solid]; +"118 quantize_per_channel_default_12" -> "119 dequantize_per_channel_default_12" [label="(96, 24, 1, 1)", style=solid]; +"119 dequantize_per_channel_default_12" -> "121 conv2d_11" [label="(96, 24, 1, 1)", style=solid]; +"120 features_4_block_0_0_weight_bias_0_0" -> "121 conv2d_11" [label="(96,)", style=solid]; "121 conv2d_11" -> "124 hardswish__1" [label="(1, 96, 28, 28)", style=solid]; "122 hardswish__1_scale_0" -> "125 quantize_per_channel_default_13" [label="(96,)", style=solid]; "122 hardswish__1_scale_0" -> "126 dequantize_per_channel_default_13" [label="(96,)", style=solid]; @@ -692,14 +692,14 @@ strict digraph { "124 hardswish__1" -> "125 quantize_per_channel_default_13" [label="(1, 96, 28, 28)", style=solid]; "125 quantize_per_channel_default_13" -> "126 dequantize_per_channel_default_13" [label="(1, 96, 28, 28)", style=solid]; "126 dequantize_per_channel_default_13" -> "133 conv2d_12" [label="(1, 96, 28, 28)", style=solid]; -"127 features_4_block_1_0_weight_bias" -> "133 conv2d_12" [label="(96,)", style=solid]; -"128 conv2d_12_scale_0" -> "131 quantize_per_channel_default_14" [label="(96,)", style=solid]; -"128 conv2d_12_scale_0" -> "132 dequantize_per_channel_default_14" [label="(96,)", style=solid]; -"129 conv2d_12_zero_point_0" -> "131 quantize_per_channel_default_14" [label="(96,)", style=solid]; -"129 conv2d_12_zero_point_0" -> "132 dequantize_per_channel_default_14" [label="(96,)", style=solid]; -"130 compressed_weight_updated_constant10" -> "131 quantize_per_channel_default_14" [label="(96, 1, 5, 5)", style=solid]; -"131 quantize_per_channel_default_14" -> "132 dequantize_per_channel_default_14" [label="(96, 1, 5, 5)", style=solid]; -"132 dequantize_per_channel_default_14" -> "133 conv2d_12" [label="(96, 1, 5, 5)", style=solid]; +"127 conv2d_12_scale_0" -> "130 quantize_per_channel_default_14" [label="(96,)", style=solid]; +"127 conv2d_12_scale_0" -> "131 dequantize_per_channel_default_14" [label="(96,)", style=solid]; +"128 conv2d_12_zero_point_0" -> "130 quantize_per_channel_default_14" [label="(96,)", style=solid]; +"128 conv2d_12_zero_point_0" -> "131 dequantize_per_channel_default_14" [label="(96,)", style=solid]; +"129 compressed_weight_updated_constant10" -> "130 quantize_per_channel_default_14" [label="(96, 1, 5, 5)", style=solid]; +"130 quantize_per_channel_default_14" -> "131 dequantize_per_channel_default_14" [label="(96, 1, 5, 5)", style=solid]; +"131 dequantize_per_channel_default_14" -> "133 conv2d_12" [label="(96, 1, 5, 5)", style=solid]; +"132 features_4_block_1_0_weight_bias_0_0" -> "133 conv2d_12" [label="(96,)", style=solid]; "133 conv2d_12" -> "134 hardswish__2" [label="(1, 96, 14, 14)", style=solid]; "134 hardswish__2" -> "135 quantize_per_tensor_default_10" [label="(1, 96, 14, 14)", style=solid]; "135 quantize_per_tensor_default_10" -> "136 dequantize_per_tensor_default_13" [label="(1, 96, 14, 14)", style=solid]; @@ -708,11 +708,11 @@ strict digraph { "137 dequantize_per_tensor_default_12" -> "138 adaptive_avg_pool2d_1" [label="(1, 96, 14, 14)", style=solid]; "138 adaptive_avg_pool2d_1" -> "141 conv2d_13" [label="(1, 96, 1, 1)", style=solid]; "139 _param_constant37" -> "141 conv2d_13" [label="(24, 96, 1, 1)", style=solid]; -"140 _param_constant38" -> "141 conv2d_13" [label="(24,)", style=solid]; +"140 _param_constant38_0_0" -> "141 conv2d_13" [label="(24,)", style=solid]; "141 conv2d_13" -> "142 relu_1" [label="(1, 24, 1, 1)", style=solid]; "142 relu_1" -> "145 conv2d_14" [label="(1, 24, 1, 1)", style=solid]; "143 _param_constant39" -> "145 conv2d_14" [label="(96, 24, 1, 1)", style=solid]; -"144 _param_constant40" -> "145 conv2d_14" [label="(96,)", style=solid]; +"144 _param_constant40_0_0" -> "145 conv2d_14" [label="(96,)", style=solid]; "145 conv2d_14" -> "146 hardsigmoid_1" [label="(1, 96, 1, 1)", style=solid]; "146 hardsigmoid_1" -> "147 quantize_per_tensor_default_11" [label="(1, 96, 1, 1)", style=solid]; "147 quantize_per_tensor_default_11" -> "148 dequantize_per_tensor_default_14" [label="(1, 96, 1, 1)", style=solid]; @@ -720,27 +720,27 @@ strict digraph { "149 mul_1" -> "150 quantize_per_tensor_default_12" [label="(1, 96, 14, 14)", style=solid]; "150 quantize_per_tensor_default_12" -> "151 dequantize_per_tensor_default_15" [label="(1, 96, 14, 14)", style=solid]; "151 dequantize_per_tensor_default_15" -> "158 conv2d_15" [label="(1, 96, 14, 14)", style=solid]; -"152 features_4_block_3_0_weight_bias" -> "158 conv2d_15" [label="(40,)", style=solid]; -"153 conv2d_15_scale_0" -> "156 quantize_per_channel_default_15" [label="(40,)", style=solid]; -"153 conv2d_15_scale_0" -> "157 dequantize_per_channel_default_15" [label="(40,)", style=solid]; -"154 conv2d_15_zero_point_0" -> "156 quantize_per_channel_default_15" [label="(40,)", style=solid]; -"154 conv2d_15_zero_point_0" -> "157 dequantize_per_channel_default_15" [label="(40,)", style=solid]; -"155 compressed_weight_updated_constant11" -> "156 quantize_per_channel_default_15" [label="(40, 96, 1, 1)", style=solid]; -"156 quantize_per_channel_default_15" -> "157 dequantize_per_channel_default_15" [label="(40, 96, 1, 1)", style=solid]; -"157 dequantize_per_channel_default_15" -> "158 conv2d_15" [label="(40, 96, 1, 1)", style=solid]; +"152 conv2d_15_scale_0" -> "155 quantize_per_channel_default_15" [label="(40,)", style=solid]; +"152 conv2d_15_scale_0" -> "156 dequantize_per_channel_default_15" [label="(40,)", style=solid]; +"153 conv2d_15_zero_point_0" -> "155 quantize_per_channel_default_15" [label="(40,)", style=solid]; +"153 conv2d_15_zero_point_0" -> "156 dequantize_per_channel_default_15" [label="(40,)", style=solid]; +"154 compressed_weight_updated_constant11" -> "155 quantize_per_channel_default_15" [label="(40, 96, 1, 1)", style=solid]; +"155 quantize_per_channel_default_15" -> "156 dequantize_per_channel_default_15" [label="(40, 96, 1, 1)", style=solid]; +"156 dequantize_per_channel_default_15" -> "158 conv2d_15" [label="(40, 96, 1, 1)", style=solid]; +"157 features_4_block_3_0_weight_bias_0_0" -> "158 conv2d_15" [label="(40,)", style=solid]; "158 conv2d_15" -> "159 quantize_per_tensor_default_13" [label="(1, 40, 14, 14)", style=solid]; "159 quantize_per_tensor_default_13" -> "160 dequantize_per_tensor_default_17" [label="(1, 40, 14, 14)", style=solid]; "159 quantize_per_tensor_default_13" -> "161 dequantize_per_tensor_default_16" [label="(1, 40, 14, 14)", style=solid]; "160 dequantize_per_tensor_default_17" -> "208 add__1" [label="(1, 40, 14, 14)", style=solid]; "161 dequantize_per_tensor_default_16" -> "168 conv2d_16" [label="(1, 40, 14, 14)", style=solid]; -"162 features_5_block_0_0_weight_bias" -> "168 conv2d_16" [label="(240,)", style=solid]; -"163 conv2d_16_scale_0" -> "166 quantize_per_channel_default_16" [label="(240,)", style=solid]; -"163 conv2d_16_scale_0" -> "167 dequantize_per_channel_default_16" [label="(240,)", style=solid]; -"164 conv2d_16_zero_point_0" -> "166 quantize_per_channel_default_16" [label="(240,)", style=solid]; -"164 conv2d_16_zero_point_0" -> "167 dequantize_per_channel_default_16" [label="(240,)", style=solid]; -"165 compressed_weight_updated_constant12" -> "166 quantize_per_channel_default_16" [label="(240, 40, 1, 1)", style=solid]; -"166 quantize_per_channel_default_16" -> "167 dequantize_per_channel_default_16" [label="(240, 40, 1, 1)", style=solid]; -"167 dequantize_per_channel_default_16" -> "168 conv2d_16" [label="(240, 40, 1, 1)", style=solid]; +"162 conv2d_16_scale_0" -> "165 quantize_per_channel_default_16" [label="(240,)", style=solid]; +"162 conv2d_16_scale_0" -> "166 dequantize_per_channel_default_16" [label="(240,)", style=solid]; +"163 conv2d_16_zero_point_0" -> "165 quantize_per_channel_default_16" [label="(240,)", style=solid]; +"163 conv2d_16_zero_point_0" -> "166 dequantize_per_channel_default_16" [label="(240,)", style=solid]; +"164 compressed_weight_updated_constant12" -> "165 quantize_per_channel_default_16" [label="(240, 40, 1, 1)", style=solid]; +"165 quantize_per_channel_default_16" -> "166 dequantize_per_channel_default_16" [label="(240, 40, 1, 1)", style=solid]; +"166 dequantize_per_channel_default_16" -> "168 conv2d_16" [label="(240, 40, 1, 1)", style=solid]; +"167 features_5_block_0_0_weight_bias_0_0" -> "168 conv2d_16" [label="(240,)", style=solid]; "168 conv2d_16" -> "171 hardswish__3" [label="(1, 240, 14, 14)", style=solid]; "169 hardswish__3_scale_0" -> "172 quantize_per_channel_default_17" [label="(240,)", style=solid]; "169 hardswish__3_scale_0" -> "173 dequantize_per_channel_default_17" [label="(240,)", style=solid]; @@ -749,14 +749,14 @@ strict digraph { "171 hardswish__3" -> "172 quantize_per_channel_default_17" [label="(1, 240, 14, 14)", style=solid]; "172 quantize_per_channel_default_17" -> "173 dequantize_per_channel_default_17" [label="(1, 240, 14, 14)", style=solid]; "173 dequantize_per_channel_default_17" -> "180 conv2d_17" [label="(1, 240, 14, 14)", style=solid]; -"174 features_5_block_1_0_weight_bias" -> "180 conv2d_17" [label="(240,)", style=solid]; -"175 conv2d_17_scale_0" -> "178 quantize_per_channel_default_18" [label="(240,)", style=solid]; -"175 conv2d_17_scale_0" -> "179 dequantize_per_channel_default_18" [label="(240,)", style=solid]; -"176 conv2d_17_zero_point_0" -> "178 quantize_per_channel_default_18" [label="(240,)", style=solid]; -"176 conv2d_17_zero_point_0" -> "179 dequantize_per_channel_default_18" [label="(240,)", style=solid]; -"177 compressed_weight_updated_constant13" -> "178 quantize_per_channel_default_18" [label="(240, 1, 5, 5)", style=solid]; -"178 quantize_per_channel_default_18" -> "179 dequantize_per_channel_default_18" [label="(240, 1, 5, 5)", style=solid]; -"179 dequantize_per_channel_default_18" -> "180 conv2d_17" [label="(240, 1, 5, 5)", style=solid]; +"174 conv2d_17_scale_0" -> "177 quantize_per_channel_default_18" [label="(240,)", style=solid]; +"174 conv2d_17_scale_0" -> "178 dequantize_per_channel_default_18" [label="(240,)", style=solid]; +"175 conv2d_17_zero_point_0" -> "177 quantize_per_channel_default_18" [label="(240,)", style=solid]; +"175 conv2d_17_zero_point_0" -> "178 dequantize_per_channel_default_18" [label="(240,)", style=solid]; +"176 compressed_weight_updated_constant13" -> "177 quantize_per_channel_default_18" [label="(240, 1, 5, 5)", style=solid]; +"177 quantize_per_channel_default_18" -> "178 dequantize_per_channel_default_18" [label="(240, 1, 5, 5)", style=solid]; +"178 dequantize_per_channel_default_18" -> "180 conv2d_17" [label="(240, 1, 5, 5)", style=solid]; +"179 features_5_block_1_0_weight_bias_0_0" -> "180 conv2d_17" [label="(240,)", style=solid]; "180 conv2d_17" -> "181 hardswish__4" [label="(1, 240, 14, 14)", style=solid]; "181 hardswish__4" -> "182 quantize_per_tensor_default_14" [label="(1, 240, 14, 14)", style=solid]; "182 quantize_per_tensor_default_14" -> "183 dequantize_per_tensor_default_19" [label="(1, 240, 14, 14)", style=solid]; @@ -765,11 +765,11 @@ strict digraph { "184 dequantize_per_tensor_default_18" -> "185 adaptive_avg_pool2d_2" [label="(1, 240, 14, 14)", style=solid]; "185 adaptive_avg_pool2d_2" -> "188 conv2d_18" [label="(1, 240, 1, 1)", style=solid]; "186 _param_constant50" -> "188 conv2d_18" [label="(64, 240, 1, 1)", style=solid]; -"187 _param_constant51" -> "188 conv2d_18" [label="(64,)", style=solid]; +"187 _param_constant51_0_0" -> "188 conv2d_18" [label="(64,)", style=solid]; "188 conv2d_18" -> "189 relu_2" [label="(1, 64, 1, 1)", style=solid]; "189 relu_2" -> "192 conv2d_19" [label="(1, 64, 1, 1)", style=solid]; "190 _param_constant52" -> "192 conv2d_19" [label="(240, 64, 1, 1)", style=solid]; -"191 _param_constant53" -> "192 conv2d_19" [label="(240,)", style=solid]; +"191 _param_constant53_0_0" -> "192 conv2d_19" [label="(240,)", style=solid]; "192 conv2d_19" -> "193 hardsigmoid_2" [label="(1, 240, 1, 1)", style=solid]; "193 hardsigmoid_2" -> "194 quantize_per_tensor_default_15" [label="(1, 240, 1, 1)", style=solid]; "194 quantize_per_tensor_default_15" -> "195 dequantize_per_tensor_default_20" [label="(1, 240, 1, 1)", style=solid]; @@ -777,14 +777,14 @@ strict digraph { "196 mul_2" -> "197 quantize_per_tensor_default_16" [label="(1, 240, 14, 14)", style=solid]; "197 quantize_per_tensor_default_16" -> "198 dequantize_per_tensor_default_21" [label="(1, 240, 14, 14)", style=solid]; "198 dequantize_per_tensor_default_21" -> "205 conv2d_20" [label="(1, 240, 14, 14)", style=solid]; -"199 features_5_block_3_0_weight_bias" -> "205 conv2d_20" [label="(40,)", style=solid]; -"200 conv2d_20_scale_0" -> "203 quantize_per_channel_default_19" [label="(40,)", style=solid]; -"200 conv2d_20_scale_0" -> "204 dequantize_per_channel_default_19" [label="(40,)", style=solid]; -"201 conv2d_20_zero_point_0" -> "203 quantize_per_channel_default_19" [label="(40,)", style=solid]; -"201 conv2d_20_zero_point_0" -> "204 dequantize_per_channel_default_19" [label="(40,)", style=solid]; -"202 compressed_weight_updated_constant14" -> "203 quantize_per_channel_default_19" [label="(40, 240, 1, 1)", style=solid]; -"203 quantize_per_channel_default_19" -> "204 dequantize_per_channel_default_19" [label="(40, 240, 1, 1)", style=solid]; -"204 dequantize_per_channel_default_19" -> "205 conv2d_20" [label="(40, 240, 1, 1)", style=solid]; +"199 conv2d_20_scale_0" -> "202 quantize_per_channel_default_19" [label="(40,)", style=solid]; +"199 conv2d_20_scale_0" -> "203 dequantize_per_channel_default_19" [label="(40,)", style=solid]; +"200 conv2d_20_zero_point_0" -> "202 quantize_per_channel_default_19" [label="(40,)", style=solid]; +"200 conv2d_20_zero_point_0" -> "203 dequantize_per_channel_default_19" [label="(40,)", style=solid]; +"201 compressed_weight_updated_constant14" -> "202 quantize_per_channel_default_19" [label="(40, 240, 1, 1)", style=solid]; +"202 quantize_per_channel_default_19" -> "203 dequantize_per_channel_default_19" [label="(40, 240, 1, 1)", style=solid]; +"203 dequantize_per_channel_default_19" -> "205 conv2d_20" [label="(40, 240, 1, 1)", style=solid]; +"204 features_5_block_3_0_weight_bias_0_0" -> "205 conv2d_20" [label="(40,)", style=solid]; "205 conv2d_20" -> "206 quantize_per_tensor_default_17" [label="(1, 40, 14, 14)", style=solid]; "206 quantize_per_tensor_default_17" -> "207 dequantize_per_tensor_default_22" [label="(1, 40, 14, 14)", style=solid]; "207 dequantize_per_tensor_default_22" -> "208 add__1" [label="(1, 40, 14, 14)", style=solid]; @@ -793,14 +793,14 @@ strict digraph { "209 quantize_per_tensor_default_18" -> "211 dequantize_per_tensor_default_23" [label="(1, 40, 14, 14)", style=solid]; "210 dequantize_per_tensor_default_24" -> "258 add__2" [label="(1, 40, 14, 14)", style=solid]; "211 dequantize_per_tensor_default_23" -> "218 conv2d_21" [label="(1, 40, 14, 14)", style=solid]; -"212 features_6_block_0_0_weight_bias" -> "218 conv2d_21" [label="(240,)", style=solid]; -"213 conv2d_21_scale_0" -> "216 quantize_per_channel_default_20" [label="(240,)", style=solid]; -"213 conv2d_21_scale_0" -> "217 dequantize_per_channel_default_20" [label="(240,)", style=solid]; -"214 conv2d_21_zero_point_0" -> "216 quantize_per_channel_default_20" [label="(240,)", style=solid]; -"214 conv2d_21_zero_point_0" -> "217 dequantize_per_channel_default_20" [label="(240,)", style=solid]; -"215 compressed_weight_updated_constant15" -> "216 quantize_per_channel_default_20" [label="(240, 40, 1, 1)", style=solid]; -"216 quantize_per_channel_default_20" -> "217 dequantize_per_channel_default_20" [label="(240, 40, 1, 1)", style=solid]; -"217 dequantize_per_channel_default_20" -> "218 conv2d_21" [label="(240, 40, 1, 1)", style=solid]; +"212 conv2d_21_scale_0" -> "215 quantize_per_channel_default_20" [label="(240,)", style=solid]; +"212 conv2d_21_scale_0" -> "216 dequantize_per_channel_default_20" [label="(240,)", style=solid]; +"213 conv2d_21_zero_point_0" -> "215 quantize_per_channel_default_20" [label="(240,)", style=solid]; +"213 conv2d_21_zero_point_0" -> "216 dequantize_per_channel_default_20" [label="(240,)", style=solid]; +"214 compressed_weight_updated_constant15" -> "215 quantize_per_channel_default_20" [label="(240, 40, 1, 1)", style=solid]; +"215 quantize_per_channel_default_20" -> "216 dequantize_per_channel_default_20" [label="(240, 40, 1, 1)", style=solid]; +"216 dequantize_per_channel_default_20" -> "218 conv2d_21" [label="(240, 40, 1, 1)", style=solid]; +"217 features_6_block_0_0_weight_bias_0_0" -> "218 conv2d_21" [label="(240,)", style=solid]; "218 conv2d_21" -> "221 hardswish__5" [label="(1, 240, 14, 14)", style=solid]; "219 hardswish__5_scale_0" -> "222 quantize_per_channel_default_21" [label="(240,)", style=solid]; "219 hardswish__5_scale_0" -> "223 dequantize_per_channel_default_21" [label="(240,)", style=solid]; @@ -809,14 +809,14 @@ strict digraph { "221 hardswish__5" -> "222 quantize_per_channel_default_21" [label="(1, 240, 14, 14)", style=solid]; "222 quantize_per_channel_default_21" -> "223 dequantize_per_channel_default_21" [label="(1, 240, 14, 14)", style=solid]; "223 dequantize_per_channel_default_21" -> "230 conv2d_22" [label="(1, 240, 14, 14)", style=solid]; -"224 features_6_block_1_0_weight_bias" -> "230 conv2d_22" [label="(240,)", style=solid]; -"225 conv2d_22_scale_0" -> "228 quantize_per_channel_default_22" [label="(240,)", style=solid]; -"225 conv2d_22_scale_0" -> "229 dequantize_per_channel_default_22" [label="(240,)", style=solid]; -"226 conv2d_22_zero_point_0" -> "228 quantize_per_channel_default_22" [label="(240,)", style=solid]; -"226 conv2d_22_zero_point_0" -> "229 dequantize_per_channel_default_22" [label="(240,)", style=solid]; -"227 compressed_weight_updated_constant16" -> "228 quantize_per_channel_default_22" [label="(240, 1, 5, 5)", style=solid]; -"228 quantize_per_channel_default_22" -> "229 dequantize_per_channel_default_22" [label="(240, 1, 5, 5)", style=solid]; -"229 dequantize_per_channel_default_22" -> "230 conv2d_22" [label="(240, 1, 5, 5)", style=solid]; +"224 conv2d_22_scale_0" -> "227 quantize_per_channel_default_22" [label="(240,)", style=solid]; +"224 conv2d_22_scale_0" -> "228 dequantize_per_channel_default_22" [label="(240,)", style=solid]; +"225 conv2d_22_zero_point_0" -> "227 quantize_per_channel_default_22" [label="(240,)", style=solid]; +"225 conv2d_22_zero_point_0" -> "228 dequantize_per_channel_default_22" [label="(240,)", style=solid]; +"226 compressed_weight_updated_constant16" -> "227 quantize_per_channel_default_22" [label="(240, 1, 5, 5)", style=solid]; +"227 quantize_per_channel_default_22" -> "228 dequantize_per_channel_default_22" [label="(240, 1, 5, 5)", style=solid]; +"228 dequantize_per_channel_default_22" -> "230 conv2d_22" [label="(240, 1, 5, 5)", style=solid]; +"229 features_6_block_1_0_weight_bias_0_0" -> "230 conv2d_22" [label="(240,)", style=solid]; "230 conv2d_22" -> "231 hardswish__6" [label="(1, 240, 14, 14)", style=solid]; "231 hardswish__6" -> "232 quantize_per_tensor_default_19" [label="(1, 240, 14, 14)", style=solid]; "232 quantize_per_tensor_default_19" -> "233 dequantize_per_tensor_default_26" [label="(1, 240, 14, 14)", style=solid]; @@ -825,11 +825,11 @@ strict digraph { "234 dequantize_per_tensor_default_25" -> "235 adaptive_avg_pool2d_3" [label="(1, 240, 14, 14)", style=solid]; "235 adaptive_avg_pool2d_3" -> "238 conv2d_23" [label="(1, 240, 1, 1)", style=solid]; "236 _param_constant63" -> "238 conv2d_23" [label="(64, 240, 1, 1)", style=solid]; -"237 _param_constant64" -> "238 conv2d_23" [label="(64,)", style=solid]; +"237 _param_constant64_0_0" -> "238 conv2d_23" [label="(64,)", style=solid]; "238 conv2d_23" -> "239 relu_3" [label="(1, 64, 1, 1)", style=solid]; "239 relu_3" -> "242 conv2d_24" [label="(1, 64, 1, 1)", style=solid]; "240 _param_constant65" -> "242 conv2d_24" [label="(240, 64, 1, 1)", style=solid]; -"241 _param_constant66" -> "242 conv2d_24" [label="(240,)", style=solid]; +"241 _param_constant66_0_0" -> "242 conv2d_24" [label="(240,)", style=solid]; "242 conv2d_24" -> "243 hardsigmoid_3" [label="(1, 240, 1, 1)", style=solid]; "243 hardsigmoid_3" -> "244 quantize_per_tensor_default_20" [label="(1, 240, 1, 1)", style=solid]; "244 quantize_per_tensor_default_20" -> "245 dequantize_per_tensor_default_27" [label="(1, 240, 1, 1)", style=solid]; @@ -837,28 +837,28 @@ strict digraph { "246 mul_3" -> "247 quantize_per_tensor_default_21" [label="(1, 240, 14, 14)", style=solid]; "247 quantize_per_tensor_default_21" -> "248 dequantize_per_tensor_default_28" [label="(1, 240, 14, 14)", style=solid]; "248 dequantize_per_tensor_default_28" -> "255 conv2d_25" [label="(1, 240, 14, 14)", style=solid]; -"249 features_6_block_3_0_weight_bias" -> "255 conv2d_25" [label="(40,)", style=solid]; -"250 conv2d_25_scale_0" -> "253 quantize_per_channel_default_23" [label="(40,)", style=solid]; -"250 conv2d_25_scale_0" -> "254 dequantize_per_channel_default_23" [label="(40,)", style=solid]; -"251 conv2d_25_zero_point_0" -> "253 quantize_per_channel_default_23" [label="(40,)", style=solid]; -"251 conv2d_25_zero_point_0" -> "254 dequantize_per_channel_default_23" [label="(40,)", style=solid]; -"252 compressed_weight_updated_constant17" -> "253 quantize_per_channel_default_23" [label="(40, 240, 1, 1)", style=solid]; -"253 quantize_per_channel_default_23" -> "254 dequantize_per_channel_default_23" [label="(40, 240, 1, 1)", style=solid]; -"254 dequantize_per_channel_default_23" -> "255 conv2d_25" [label="(40, 240, 1, 1)", style=solid]; +"249 conv2d_25_scale_0" -> "252 quantize_per_channel_default_23" [label="(40,)", style=solid]; +"249 conv2d_25_scale_0" -> "253 dequantize_per_channel_default_23" [label="(40,)", style=solid]; +"250 conv2d_25_zero_point_0" -> "252 quantize_per_channel_default_23" [label="(40,)", style=solid]; +"250 conv2d_25_zero_point_0" -> "253 dequantize_per_channel_default_23" [label="(40,)", style=solid]; +"251 compressed_weight_updated_constant17" -> "252 quantize_per_channel_default_23" [label="(40, 240, 1, 1)", style=solid]; +"252 quantize_per_channel_default_23" -> "253 dequantize_per_channel_default_23" [label="(40, 240, 1, 1)", style=solid]; +"253 dequantize_per_channel_default_23" -> "255 conv2d_25" [label="(40, 240, 1, 1)", style=solid]; +"254 features_6_block_3_0_weight_bias_0_0" -> "255 conv2d_25" [label="(40,)", style=solid]; "255 conv2d_25" -> "256 quantize_per_tensor_default_22" [label="(1, 40, 14, 14)", style=solid]; "256 quantize_per_tensor_default_22" -> "257 dequantize_per_tensor_default_29" [label="(1, 40, 14, 14)", style=solid]; "257 dequantize_per_tensor_default_29" -> "258 add__2" [label="(1, 40, 14, 14)", style=solid]; "258 add__2" -> "259 quantize_per_tensor_default_23" [label="(1, 40, 14, 14)", style=solid]; "259 quantize_per_tensor_default_23" -> "260 dequantize_per_tensor_default_30" [label="(1, 40, 14, 14)", style=solid]; "260 dequantize_per_tensor_default_30" -> "267 conv2d_26" [label="(1, 40, 14, 14)", style=solid]; -"261 features_7_block_0_0_weight_bias" -> "267 conv2d_26" [label="(120,)", style=solid]; -"262 conv2d_26_scale_0" -> "265 quantize_per_channel_default_24" [label="(120,)", style=solid]; -"262 conv2d_26_scale_0" -> "266 dequantize_per_channel_default_24" [label="(120,)", style=solid]; -"263 conv2d_26_zero_point_0" -> "265 quantize_per_channel_default_24" [label="(120,)", style=solid]; -"263 conv2d_26_zero_point_0" -> "266 dequantize_per_channel_default_24" [label="(120,)", style=solid]; -"264 compressed_weight_updated_constant18" -> "265 quantize_per_channel_default_24" [label="(120, 40, 1, 1)", style=solid]; -"265 quantize_per_channel_default_24" -> "266 dequantize_per_channel_default_24" [label="(120, 40, 1, 1)", style=solid]; -"266 dequantize_per_channel_default_24" -> "267 conv2d_26" [label="(120, 40, 1, 1)", style=solid]; +"261 conv2d_26_scale_0" -> "264 quantize_per_channel_default_24" [label="(120,)", style=solid]; +"261 conv2d_26_scale_0" -> "265 dequantize_per_channel_default_24" [label="(120,)", style=solid]; +"262 conv2d_26_zero_point_0" -> "264 quantize_per_channel_default_24" [label="(120,)", style=solid]; +"262 conv2d_26_zero_point_0" -> "265 dequantize_per_channel_default_24" [label="(120,)", style=solid]; +"263 compressed_weight_updated_constant18" -> "264 quantize_per_channel_default_24" [label="(120, 40, 1, 1)", style=solid]; +"264 quantize_per_channel_default_24" -> "265 dequantize_per_channel_default_24" [label="(120, 40, 1, 1)", style=solid]; +"265 dequantize_per_channel_default_24" -> "267 conv2d_26" [label="(120, 40, 1, 1)", style=solid]; +"266 features_7_block_0_0_weight_bias_0_0" -> "267 conv2d_26" [label="(120,)", style=solid]; "267 conv2d_26" -> "270 hardswish__7" [label="(1, 120, 14, 14)", style=solid]; "268 hardswish__7_scale_0" -> "271 quantize_per_channel_default_25" [label="(120,)", style=solid]; "268 hardswish__7_scale_0" -> "272 dequantize_per_channel_default_25" [label="(120,)", style=solid]; @@ -867,14 +867,14 @@ strict digraph { "270 hardswish__7" -> "271 quantize_per_channel_default_25" [label="(1, 120, 14, 14)", style=solid]; "271 quantize_per_channel_default_25" -> "272 dequantize_per_channel_default_25" [label="(1, 120, 14, 14)", style=solid]; "272 dequantize_per_channel_default_25" -> "279 conv2d_27" [label="(1, 120, 14, 14)", style=solid]; -"273 features_7_block_1_0_weight_bias" -> "279 conv2d_27" [label="(120,)", style=solid]; -"274 conv2d_27_scale_0" -> "277 quantize_per_channel_default_26" [label="(120,)", style=solid]; -"274 conv2d_27_scale_0" -> "278 dequantize_per_channel_default_26" [label="(120,)", style=solid]; -"275 conv2d_27_zero_point_0" -> "277 quantize_per_channel_default_26" [label="(120,)", style=solid]; -"275 conv2d_27_zero_point_0" -> "278 dequantize_per_channel_default_26" [label="(120,)", style=solid]; -"276 compressed_weight_updated_constant19" -> "277 quantize_per_channel_default_26" [label="(120, 1, 5, 5)", style=solid]; -"277 quantize_per_channel_default_26" -> "278 dequantize_per_channel_default_26" [label="(120, 1, 5, 5)", style=solid]; -"278 dequantize_per_channel_default_26" -> "279 conv2d_27" [label="(120, 1, 5, 5)", style=solid]; +"273 conv2d_27_scale_0" -> "276 quantize_per_channel_default_26" [label="(120,)", style=solid]; +"273 conv2d_27_scale_0" -> "277 dequantize_per_channel_default_26" [label="(120,)", style=solid]; +"274 conv2d_27_zero_point_0" -> "276 quantize_per_channel_default_26" [label="(120,)", style=solid]; +"274 conv2d_27_zero_point_0" -> "277 dequantize_per_channel_default_26" [label="(120,)", style=solid]; +"275 compressed_weight_updated_constant19" -> "276 quantize_per_channel_default_26" [label="(120, 1, 5, 5)", style=solid]; +"276 quantize_per_channel_default_26" -> "277 dequantize_per_channel_default_26" [label="(120, 1, 5, 5)", style=solid]; +"277 dequantize_per_channel_default_26" -> "279 conv2d_27" [label="(120, 1, 5, 5)", style=solid]; +"278 features_7_block_1_0_weight_bias_0_0" -> "279 conv2d_27" [label="(120,)", style=solid]; "279 conv2d_27" -> "280 hardswish__8" [label="(1, 120, 14, 14)", style=solid]; "280 hardswish__8" -> "281 quantize_per_tensor_default_24" [label="(1, 120, 14, 14)", style=solid]; "281 quantize_per_tensor_default_24" -> "282 dequantize_per_tensor_default_32" [label="(1, 120, 14, 14)", style=solid]; @@ -883,11 +883,11 @@ strict digraph { "283 dequantize_per_tensor_default_31" -> "284 adaptive_avg_pool2d_4" [label="(1, 120, 14, 14)", style=solid]; "284 adaptive_avg_pool2d_4" -> "287 conv2d_28" [label="(1, 120, 1, 1)", style=solid]; "285 _param_constant76" -> "287 conv2d_28" [label="(32, 120, 1, 1)", style=solid]; -"286 _param_constant77" -> "287 conv2d_28" [label="(32,)", style=solid]; +"286 _param_constant77_0_0" -> "287 conv2d_28" [label="(32,)", style=solid]; "287 conv2d_28" -> "288 relu_4" [label="(1, 32, 1, 1)", style=solid]; "288 relu_4" -> "291 conv2d_29" [label="(1, 32, 1, 1)", style=solid]; "289 _param_constant78" -> "291 conv2d_29" [label="(120, 32, 1, 1)", style=solid]; -"290 _param_constant79" -> "291 conv2d_29" [label="(120,)", style=solid]; +"290 _param_constant79_0_0" -> "291 conv2d_29" [label="(120,)", style=solid]; "291 conv2d_29" -> "292 hardsigmoid_4" [label="(1, 120, 1, 1)", style=solid]; "292 hardsigmoid_4" -> "293 quantize_per_tensor_default_25" [label="(1, 120, 1, 1)", style=solid]; "293 quantize_per_tensor_default_25" -> "294 dequantize_per_tensor_default_33" [label="(1, 120, 1, 1)", style=solid]; @@ -895,27 +895,27 @@ strict digraph { "295 mul_4" -> "296 quantize_per_tensor_default_26" [label="(1, 120, 14, 14)", style=solid]; "296 quantize_per_tensor_default_26" -> "297 dequantize_per_tensor_default_34" [label="(1, 120, 14, 14)", style=solid]; "297 dequantize_per_tensor_default_34" -> "304 conv2d_30" [label="(1, 120, 14, 14)", style=solid]; -"298 features_7_block_3_0_weight_bias" -> "304 conv2d_30" [label="(48,)", style=solid]; -"299 conv2d_30_scale_0" -> "302 quantize_per_channel_default_27" [label="(48,)", style=solid]; -"299 conv2d_30_scale_0" -> "303 dequantize_per_channel_default_27" [label="(48,)", style=solid]; -"300 conv2d_30_zero_point_0" -> "302 quantize_per_channel_default_27" [label="(48,)", style=solid]; -"300 conv2d_30_zero_point_0" -> "303 dequantize_per_channel_default_27" [label="(48,)", style=solid]; -"301 compressed_weight_updated_constant20" -> "302 quantize_per_channel_default_27" [label="(48, 120, 1, 1)", style=solid]; -"302 quantize_per_channel_default_27" -> "303 dequantize_per_channel_default_27" [label="(48, 120, 1, 1)", style=solid]; -"303 dequantize_per_channel_default_27" -> "304 conv2d_30" [label="(48, 120, 1, 1)", style=solid]; +"298 conv2d_30_scale_0" -> "301 quantize_per_channel_default_27" [label="(48,)", style=solid]; +"298 conv2d_30_scale_0" -> "302 dequantize_per_channel_default_27" [label="(48,)", style=solid]; +"299 conv2d_30_zero_point_0" -> "301 quantize_per_channel_default_27" [label="(48,)", style=solid]; +"299 conv2d_30_zero_point_0" -> "302 dequantize_per_channel_default_27" [label="(48,)", style=solid]; +"300 compressed_weight_updated_constant20" -> "301 quantize_per_channel_default_27" [label="(48, 120, 1, 1)", style=solid]; +"301 quantize_per_channel_default_27" -> "302 dequantize_per_channel_default_27" [label="(48, 120, 1, 1)", style=solid]; +"302 dequantize_per_channel_default_27" -> "304 conv2d_30" [label="(48, 120, 1, 1)", style=solid]; +"303 features_7_block_3_0_weight_bias_0_0" -> "304 conv2d_30" [label="(48,)", style=solid]; "304 conv2d_30" -> "305 quantize_per_tensor_default_27" [label="(1, 48, 14, 14)", style=solid]; "305 quantize_per_tensor_default_27" -> "306 dequantize_per_tensor_default_36" [label="(1, 48, 14, 14)", style=solid]; "305 quantize_per_tensor_default_27" -> "307 dequantize_per_tensor_default_35" [label="(1, 48, 14, 14)", style=solid]; "306 dequantize_per_tensor_default_36" -> "354 add__3" [label="(1, 48, 14, 14)", style=solid]; "307 dequantize_per_tensor_default_35" -> "314 conv2d_31" [label="(1, 48, 14, 14)", style=solid]; -"308 features_8_block_0_0_weight_bias" -> "314 conv2d_31" [label="(144,)", style=solid]; -"309 conv2d_31_scale_0" -> "312 quantize_per_channel_default_28" [label="(144,)", style=solid]; -"309 conv2d_31_scale_0" -> "313 dequantize_per_channel_default_28" [label="(144,)", style=solid]; -"310 conv2d_31_zero_point_0" -> "312 quantize_per_channel_default_28" [label="(144,)", style=solid]; -"310 conv2d_31_zero_point_0" -> "313 dequantize_per_channel_default_28" [label="(144,)", style=solid]; -"311 compressed_weight_updated_constant21" -> "312 quantize_per_channel_default_28" [label="(144, 48, 1, 1)", style=solid]; -"312 quantize_per_channel_default_28" -> "313 dequantize_per_channel_default_28" [label="(144, 48, 1, 1)", style=solid]; -"313 dequantize_per_channel_default_28" -> "314 conv2d_31" [label="(144, 48, 1, 1)", style=solid]; +"308 conv2d_31_scale_0" -> "311 quantize_per_channel_default_28" [label="(144,)", style=solid]; +"308 conv2d_31_scale_0" -> "312 dequantize_per_channel_default_28" [label="(144,)", style=solid]; +"309 conv2d_31_zero_point_0" -> "311 quantize_per_channel_default_28" [label="(144,)", style=solid]; +"309 conv2d_31_zero_point_0" -> "312 dequantize_per_channel_default_28" [label="(144,)", style=solid]; +"310 compressed_weight_updated_constant21" -> "311 quantize_per_channel_default_28" [label="(144, 48, 1, 1)", style=solid]; +"311 quantize_per_channel_default_28" -> "312 dequantize_per_channel_default_28" [label="(144, 48, 1, 1)", style=solid]; +"312 dequantize_per_channel_default_28" -> "314 conv2d_31" [label="(144, 48, 1, 1)", style=solid]; +"313 features_8_block_0_0_weight_bias_0_0" -> "314 conv2d_31" [label="(144,)", style=solid]; "314 conv2d_31" -> "317 hardswish__9" [label="(1, 144, 14, 14)", style=solid]; "315 hardswish__9_scale_0" -> "318 quantize_per_channel_default_29" [label="(144,)", style=solid]; "315 hardswish__9_scale_0" -> "319 dequantize_per_channel_default_29" [label="(144,)", style=solid]; @@ -924,14 +924,14 @@ strict digraph { "317 hardswish__9" -> "318 quantize_per_channel_default_29" [label="(1, 144, 14, 14)", style=solid]; "318 quantize_per_channel_default_29" -> "319 dequantize_per_channel_default_29" [label="(1, 144, 14, 14)", style=solid]; "319 dequantize_per_channel_default_29" -> "326 conv2d_32" [label="(1, 144, 14, 14)", style=solid]; -"320 features_8_block_1_0_weight_bias" -> "326 conv2d_32" [label="(144,)", style=solid]; -"321 conv2d_32_scale_0" -> "324 quantize_per_channel_default_30" [label="(144,)", style=solid]; -"321 conv2d_32_scale_0" -> "325 dequantize_per_channel_default_30" [label="(144,)", style=solid]; -"322 conv2d_32_zero_point_0" -> "324 quantize_per_channel_default_30" [label="(144,)", style=solid]; -"322 conv2d_32_zero_point_0" -> "325 dequantize_per_channel_default_30" [label="(144,)", style=solid]; -"323 compressed_weight_updated_constant22" -> "324 quantize_per_channel_default_30" [label="(144, 1, 5, 5)", style=solid]; -"324 quantize_per_channel_default_30" -> "325 dequantize_per_channel_default_30" [label="(144, 1, 5, 5)", style=solid]; -"325 dequantize_per_channel_default_30" -> "326 conv2d_32" [label="(144, 1, 5, 5)", style=solid]; +"320 conv2d_32_scale_0" -> "323 quantize_per_channel_default_30" [label="(144,)", style=solid]; +"320 conv2d_32_scale_0" -> "324 dequantize_per_channel_default_30" [label="(144,)", style=solid]; +"321 conv2d_32_zero_point_0" -> "323 quantize_per_channel_default_30" [label="(144,)", style=solid]; +"321 conv2d_32_zero_point_0" -> "324 dequantize_per_channel_default_30" [label="(144,)", style=solid]; +"322 compressed_weight_updated_constant22" -> "323 quantize_per_channel_default_30" [label="(144, 1, 5, 5)", style=solid]; +"323 quantize_per_channel_default_30" -> "324 dequantize_per_channel_default_30" [label="(144, 1, 5, 5)", style=solid]; +"324 dequantize_per_channel_default_30" -> "326 conv2d_32" [label="(144, 1, 5, 5)", style=solid]; +"325 features_8_block_1_0_weight_bias_0_0" -> "326 conv2d_32" [label="(144,)", style=solid]; "326 conv2d_32" -> "327 hardswish__10" [label="(1, 144, 14, 14)", style=solid]; "327 hardswish__10" -> "328 quantize_per_tensor_default_28" [label="(1, 144, 14, 14)", style=solid]; "328 quantize_per_tensor_default_28" -> "329 dequantize_per_tensor_default_38" [label="(1, 144, 14, 14)", style=solid]; @@ -940,11 +940,11 @@ strict digraph { "330 dequantize_per_tensor_default_37" -> "331 adaptive_avg_pool2d_5" [label="(1, 144, 14, 14)", style=solid]; "331 adaptive_avg_pool2d_5" -> "334 conv2d_33" [label="(1, 144, 1, 1)", style=solid]; "332 _param_constant89" -> "334 conv2d_33" [label="(40, 144, 1, 1)", style=solid]; -"333 _param_constant90" -> "334 conv2d_33" [label="(40,)", style=solid]; +"333 _param_constant90_0_0" -> "334 conv2d_33" [label="(40,)", style=solid]; "334 conv2d_33" -> "335 relu_5" [label="(1, 40, 1, 1)", style=solid]; "335 relu_5" -> "338 conv2d_34" [label="(1, 40, 1, 1)", style=solid]; "336 _param_constant91" -> "338 conv2d_34" [label="(144, 40, 1, 1)", style=solid]; -"337 _param_constant92" -> "338 conv2d_34" [label="(144,)", style=solid]; +"337 _param_constant92_0_0" -> "338 conv2d_34" [label="(144,)", style=solid]; "338 conv2d_34" -> "339 hardsigmoid_5" [label="(1, 144, 1, 1)", style=solid]; "339 hardsigmoid_5" -> "340 quantize_per_tensor_default_29" [label="(1, 144, 1, 1)", style=solid]; "340 quantize_per_tensor_default_29" -> "341 dequantize_per_tensor_default_39" [label="(1, 144, 1, 1)", style=solid]; @@ -952,28 +952,28 @@ strict digraph { "342 mul_5" -> "343 quantize_per_tensor_default_30" [label="(1, 144, 14, 14)", style=solid]; "343 quantize_per_tensor_default_30" -> "344 dequantize_per_tensor_default_40" [label="(1, 144, 14, 14)", style=solid]; "344 dequantize_per_tensor_default_40" -> "351 conv2d_35" [label="(1, 144, 14, 14)", style=solid]; -"345 features_8_block_3_0_weight_bias" -> "351 conv2d_35" [label="(48,)", style=solid]; -"346 conv2d_35_scale_0" -> "349 quantize_per_channel_default_31" [label="(48,)", style=solid]; -"346 conv2d_35_scale_0" -> "350 dequantize_per_channel_default_31" [label="(48,)", style=solid]; -"347 conv2d_35_zero_point_0" -> "349 quantize_per_channel_default_31" [label="(48,)", style=solid]; -"347 conv2d_35_zero_point_0" -> "350 dequantize_per_channel_default_31" [label="(48,)", style=solid]; -"348 compressed_weight_updated_constant23" -> "349 quantize_per_channel_default_31" [label="(48, 144, 1, 1)", style=solid]; -"349 quantize_per_channel_default_31" -> "350 dequantize_per_channel_default_31" [label="(48, 144, 1, 1)", style=solid]; -"350 dequantize_per_channel_default_31" -> "351 conv2d_35" [label="(48, 144, 1, 1)", style=solid]; +"345 conv2d_35_scale_0" -> "348 quantize_per_channel_default_31" [label="(48,)", style=solid]; +"345 conv2d_35_scale_0" -> "349 dequantize_per_channel_default_31" [label="(48,)", style=solid]; +"346 conv2d_35_zero_point_0" -> "348 quantize_per_channel_default_31" [label="(48,)", style=solid]; +"346 conv2d_35_zero_point_0" -> "349 dequantize_per_channel_default_31" [label="(48,)", style=solid]; +"347 compressed_weight_updated_constant23" -> "348 quantize_per_channel_default_31" [label="(48, 144, 1, 1)", style=solid]; +"348 quantize_per_channel_default_31" -> "349 dequantize_per_channel_default_31" [label="(48, 144, 1, 1)", style=solid]; +"349 dequantize_per_channel_default_31" -> "351 conv2d_35" [label="(48, 144, 1, 1)", style=solid]; +"350 features_8_block_3_0_weight_bias_0_0" -> "351 conv2d_35" [label="(48,)", style=solid]; "351 conv2d_35" -> "352 quantize_per_tensor_default_31" [label="(1, 48, 14, 14)", style=solid]; "352 quantize_per_tensor_default_31" -> "353 dequantize_per_tensor_default_41" [label="(1, 48, 14, 14)", style=solid]; "353 dequantize_per_tensor_default_41" -> "354 add__3" [label="(1, 48, 14, 14)", style=solid]; "354 add__3" -> "355 quantize_per_tensor_default_32" [label="(1, 48, 14, 14)", style=solid]; "355 quantize_per_tensor_default_32" -> "356 dequantize_per_tensor_default_42" [label="(1, 48, 14, 14)", style=solid]; "356 dequantize_per_tensor_default_42" -> "363 conv2d_36" [label="(1, 48, 14, 14)", style=solid]; -"357 features_9_block_0_0_weight_bias" -> "363 conv2d_36" [label="(288,)", style=solid]; -"358 conv2d_36_scale_0" -> "361 quantize_per_channel_default_32" [label="(288,)", style=solid]; -"358 conv2d_36_scale_0" -> "362 dequantize_per_channel_default_32" [label="(288,)", style=solid]; -"359 conv2d_36_zero_point_0" -> "361 quantize_per_channel_default_32" [label="(288,)", style=solid]; -"359 conv2d_36_zero_point_0" -> "362 dequantize_per_channel_default_32" [label="(288,)", style=solid]; -"360 compressed_weight_updated_constant24" -> "361 quantize_per_channel_default_32" [label="(288, 48, 1, 1)", style=solid]; -"361 quantize_per_channel_default_32" -> "362 dequantize_per_channel_default_32" [label="(288, 48, 1, 1)", style=solid]; -"362 dequantize_per_channel_default_32" -> "363 conv2d_36" [label="(288, 48, 1, 1)", style=solid]; +"357 conv2d_36_scale_0" -> "360 quantize_per_channel_default_32" [label="(288,)", style=solid]; +"357 conv2d_36_scale_0" -> "361 dequantize_per_channel_default_32" [label="(288,)", style=solid]; +"358 conv2d_36_zero_point_0" -> "360 quantize_per_channel_default_32" [label="(288,)", style=solid]; +"358 conv2d_36_zero_point_0" -> "361 dequantize_per_channel_default_32" [label="(288,)", style=solid]; +"359 compressed_weight_updated_constant24" -> "360 quantize_per_channel_default_32" [label="(288, 48, 1, 1)", style=solid]; +"360 quantize_per_channel_default_32" -> "361 dequantize_per_channel_default_32" [label="(288, 48, 1, 1)", style=solid]; +"361 dequantize_per_channel_default_32" -> "363 conv2d_36" [label="(288, 48, 1, 1)", style=solid]; +"362 features_9_block_0_0_weight_bias_0_0" -> "363 conv2d_36" [label="(288,)", style=solid]; "363 conv2d_36" -> "366 hardswish__11" [label="(1, 288, 14, 14)", style=solid]; "364 hardswish__11_scale_0" -> "367 quantize_per_channel_default_33" [label="(288,)", style=solid]; "364 hardswish__11_scale_0" -> "368 dequantize_per_channel_default_33" [label="(288,)", style=solid]; @@ -982,14 +982,14 @@ strict digraph { "366 hardswish__11" -> "367 quantize_per_channel_default_33" [label="(1, 288, 14, 14)", style=solid]; "367 quantize_per_channel_default_33" -> "368 dequantize_per_channel_default_33" [label="(1, 288, 14, 14)", style=solid]; "368 dequantize_per_channel_default_33" -> "375 conv2d_37" [label="(1, 288, 14, 14)", style=solid]; -"369 features_9_block_1_0_weight_bias" -> "375 conv2d_37" [label="(288,)", style=solid]; -"370 conv2d_37_scale_0" -> "373 quantize_per_channel_default_34" [label="(288,)", style=solid]; -"370 conv2d_37_scale_0" -> "374 dequantize_per_channel_default_34" [label="(288,)", style=solid]; -"371 conv2d_37_zero_point_0" -> "373 quantize_per_channel_default_34" [label="(288,)", style=solid]; -"371 conv2d_37_zero_point_0" -> "374 dequantize_per_channel_default_34" [label="(288,)", style=solid]; -"372 compressed_weight_updated_constant25" -> "373 quantize_per_channel_default_34" [label="(288, 1, 5, 5)", style=solid]; -"373 quantize_per_channel_default_34" -> "374 dequantize_per_channel_default_34" [label="(288, 1, 5, 5)", style=solid]; -"374 dequantize_per_channel_default_34" -> "375 conv2d_37" [label="(288, 1, 5, 5)", style=solid]; +"369 conv2d_37_scale_0" -> "372 quantize_per_channel_default_34" [label="(288,)", style=solid]; +"369 conv2d_37_scale_0" -> "373 dequantize_per_channel_default_34" [label="(288,)", style=solid]; +"370 conv2d_37_zero_point_0" -> "372 quantize_per_channel_default_34" [label="(288,)", style=solid]; +"370 conv2d_37_zero_point_0" -> "373 dequantize_per_channel_default_34" [label="(288,)", style=solid]; +"371 compressed_weight_updated_constant25" -> "372 quantize_per_channel_default_34" [label="(288, 1, 5, 5)", style=solid]; +"372 quantize_per_channel_default_34" -> "373 dequantize_per_channel_default_34" [label="(288, 1, 5, 5)", style=solid]; +"373 dequantize_per_channel_default_34" -> "375 conv2d_37" [label="(288, 1, 5, 5)", style=solid]; +"374 features_9_block_1_0_weight_bias_0_0" -> "375 conv2d_37" [label="(288,)", style=solid]; "375 conv2d_37" -> "376 hardswish__12" [label="(1, 288, 7, 7)", style=solid]; "376 hardswish__12" -> "377 quantize_per_tensor_default_33" [label="(1, 288, 7, 7)", style=solid]; "377 quantize_per_tensor_default_33" -> "378 dequantize_per_tensor_default_44" [label="(1, 288, 7, 7)", style=solid]; @@ -998,11 +998,11 @@ strict digraph { "379 dequantize_per_tensor_default_43" -> "380 adaptive_avg_pool2d_6" [label="(1, 288, 7, 7)", style=solid]; "380 adaptive_avg_pool2d_6" -> "383 conv2d_38" [label="(1, 288, 1, 1)", style=solid]; "381 _param_constant102" -> "383 conv2d_38" [label="(72, 288, 1, 1)", style=solid]; -"382 _param_constant103" -> "383 conv2d_38" [label="(72,)", style=solid]; +"382 _param_constant103_0_0" -> "383 conv2d_38" [label="(72,)", style=solid]; "383 conv2d_38" -> "384 relu_6" [label="(1, 72, 1, 1)", style=solid]; "384 relu_6" -> "387 conv2d_39" [label="(1, 72, 1, 1)", style=solid]; "385 _param_constant104" -> "387 conv2d_39" [label="(288, 72, 1, 1)", style=solid]; -"386 _param_constant105" -> "387 conv2d_39" [label="(288,)", style=solid]; +"386 _param_constant105_0_0" -> "387 conv2d_39" [label="(288,)", style=solid]; "387 conv2d_39" -> "388 hardsigmoid_6" [label="(1, 288, 1, 1)", style=solid]; "388 hardsigmoid_6" -> "389 quantize_per_tensor_default_34" [label="(1, 288, 1, 1)", style=solid]; "389 quantize_per_tensor_default_34" -> "390 dequantize_per_tensor_default_45" [label="(1, 288, 1, 1)", style=solid]; @@ -1010,27 +1010,27 @@ strict digraph { "391 mul_6" -> "392 quantize_per_tensor_default_35" [label="(1, 288, 7, 7)", style=solid]; "392 quantize_per_tensor_default_35" -> "393 dequantize_per_tensor_default_46" [label="(1, 288, 7, 7)", style=solid]; "393 dequantize_per_tensor_default_46" -> "400 conv2d_40" [label="(1, 288, 7, 7)", style=solid]; -"394 features_9_block_3_0_weight_bias" -> "400 conv2d_40" [label="(96,)", style=solid]; -"395 conv2d_40_scale_0" -> "398 quantize_per_channel_default_35" [label="(96,)", style=solid]; -"395 conv2d_40_scale_0" -> "399 dequantize_per_channel_default_35" [label="(96,)", style=solid]; -"396 conv2d_40_zero_point_0" -> "398 quantize_per_channel_default_35" [label="(96,)", style=solid]; -"396 conv2d_40_zero_point_0" -> "399 dequantize_per_channel_default_35" [label="(96,)", style=solid]; -"397 compressed_weight_updated_constant26" -> "398 quantize_per_channel_default_35" [label="(96, 288, 1, 1)", style=solid]; -"398 quantize_per_channel_default_35" -> "399 dequantize_per_channel_default_35" [label="(96, 288, 1, 1)", style=solid]; -"399 dequantize_per_channel_default_35" -> "400 conv2d_40" [label="(96, 288, 1, 1)", style=solid]; +"394 conv2d_40_scale_0" -> "397 quantize_per_channel_default_35" [label="(96,)", style=solid]; +"394 conv2d_40_scale_0" -> "398 dequantize_per_channel_default_35" [label="(96,)", style=solid]; +"395 conv2d_40_zero_point_0" -> "397 quantize_per_channel_default_35" [label="(96,)", style=solid]; +"395 conv2d_40_zero_point_0" -> "398 dequantize_per_channel_default_35" [label="(96,)", style=solid]; +"396 compressed_weight_updated_constant26" -> "397 quantize_per_channel_default_35" [label="(96, 288, 1, 1)", style=solid]; +"397 quantize_per_channel_default_35" -> "398 dequantize_per_channel_default_35" [label="(96, 288, 1, 1)", style=solid]; +"398 dequantize_per_channel_default_35" -> "400 conv2d_40" [label="(96, 288, 1, 1)", style=solid]; +"399 features_9_block_3_0_weight_bias_0_0" -> "400 conv2d_40" [label="(96,)", style=solid]; "400 conv2d_40" -> "401 quantize_per_tensor_default_36" [label="(1, 96, 7, 7)", style=solid]; "401 quantize_per_tensor_default_36" -> "402 dequantize_per_tensor_default_48" [label="(1, 96, 7, 7)", style=solid]; "401 quantize_per_tensor_default_36" -> "403 dequantize_per_tensor_default_47" [label="(1, 96, 7, 7)", style=solid]; "402 dequantize_per_tensor_default_48" -> "450 add__4" [label="(1, 96, 7, 7)", style=solid]; "403 dequantize_per_tensor_default_47" -> "410 conv2d_41" [label="(1, 96, 7, 7)", style=solid]; -"404 features_10_block_0_0_weight_bias" -> "410 conv2d_41" [label="(576,)", style=solid]; -"405 conv2d_41_scale_0" -> "408 quantize_per_channel_default_36" [label="(576,)", style=solid]; -"405 conv2d_41_scale_0" -> "409 dequantize_per_channel_default_36" [label="(576,)", style=solid]; -"406 conv2d_41_zero_point_0" -> "408 quantize_per_channel_default_36" [label="(576,)", style=solid]; -"406 conv2d_41_zero_point_0" -> "409 dequantize_per_channel_default_36" [label="(576,)", style=solid]; -"407 compressed_weight_updated_constant27" -> "408 quantize_per_channel_default_36" [label="(576, 96, 1, 1)", style=solid]; -"408 quantize_per_channel_default_36" -> "409 dequantize_per_channel_default_36" [label="(576, 96, 1, 1)", style=solid]; -"409 dequantize_per_channel_default_36" -> "410 conv2d_41" [label="(576, 96, 1, 1)", style=solid]; +"404 conv2d_41_scale_0" -> "407 quantize_per_channel_default_36" [label="(576,)", style=solid]; +"404 conv2d_41_scale_0" -> "408 dequantize_per_channel_default_36" [label="(576,)", style=solid]; +"405 conv2d_41_zero_point_0" -> "407 quantize_per_channel_default_36" [label="(576,)", style=solid]; +"405 conv2d_41_zero_point_0" -> "408 dequantize_per_channel_default_36" [label="(576,)", style=solid]; +"406 compressed_weight_updated_constant27" -> "407 quantize_per_channel_default_36" [label="(576, 96, 1, 1)", style=solid]; +"407 quantize_per_channel_default_36" -> "408 dequantize_per_channel_default_36" [label="(576, 96, 1, 1)", style=solid]; +"408 dequantize_per_channel_default_36" -> "410 conv2d_41" [label="(576, 96, 1, 1)", style=solid]; +"409 features_10_block_0_0_weight_bias_0_0" -> "410 conv2d_41" [label="(576,)", style=solid]; "410 conv2d_41" -> "413 hardswish__13" [label="(1, 576, 7, 7)", style=solid]; "411 hardswish__13_scale_0" -> "414 quantize_per_channel_default_37" [label="(576,)", style=solid]; "411 hardswish__13_scale_0" -> "415 dequantize_per_channel_default_37" [label="(576,)", style=solid]; @@ -1039,14 +1039,14 @@ strict digraph { "413 hardswish__13" -> "414 quantize_per_channel_default_37" [label="(1, 576, 7, 7)", style=solid]; "414 quantize_per_channel_default_37" -> "415 dequantize_per_channel_default_37" [label="(1, 576, 7, 7)", style=solid]; "415 dequantize_per_channel_default_37" -> "422 conv2d_42" [label="(1, 576, 7, 7)", style=solid]; -"416 features_10_block_1_0_weight_bias" -> "422 conv2d_42" [label="(576,)", style=solid]; -"417 conv2d_42_scale_0" -> "420 quantize_per_channel_default_38" [label="(576,)", style=solid]; -"417 conv2d_42_scale_0" -> "421 dequantize_per_channel_default_38" [label="(576,)", style=solid]; -"418 conv2d_42_zero_point_0" -> "420 quantize_per_channel_default_38" [label="(576,)", style=solid]; -"418 conv2d_42_zero_point_0" -> "421 dequantize_per_channel_default_38" [label="(576,)", style=solid]; -"419 compressed_weight_updated_constant28" -> "420 quantize_per_channel_default_38" [label="(576, 1, 5, 5)", style=solid]; -"420 quantize_per_channel_default_38" -> "421 dequantize_per_channel_default_38" [label="(576, 1, 5, 5)", style=solid]; -"421 dequantize_per_channel_default_38" -> "422 conv2d_42" [label="(576, 1, 5, 5)", style=solid]; +"416 conv2d_42_scale_0" -> "419 quantize_per_channel_default_38" [label="(576,)", style=solid]; +"416 conv2d_42_scale_0" -> "420 dequantize_per_channel_default_38" [label="(576,)", style=solid]; +"417 conv2d_42_zero_point_0" -> "419 quantize_per_channel_default_38" [label="(576,)", style=solid]; +"417 conv2d_42_zero_point_0" -> "420 dequantize_per_channel_default_38" [label="(576,)", style=solid]; +"418 compressed_weight_updated_constant28" -> "419 quantize_per_channel_default_38" [label="(576, 1, 5, 5)", style=solid]; +"419 quantize_per_channel_default_38" -> "420 dequantize_per_channel_default_38" [label="(576, 1, 5, 5)", style=solid]; +"420 dequantize_per_channel_default_38" -> "422 conv2d_42" [label="(576, 1, 5, 5)", style=solid]; +"421 features_10_block_1_0_weight_bias_0_0" -> "422 conv2d_42" [label="(576,)", style=solid]; "422 conv2d_42" -> "423 hardswish__14" [label="(1, 576, 7, 7)", style=solid]; "423 hardswish__14" -> "424 quantize_per_tensor_default_37" [label="(1, 576, 7, 7)", style=solid]; "424 quantize_per_tensor_default_37" -> "425 dequantize_per_tensor_default_50" [label="(1, 576, 7, 7)", style=solid]; @@ -1055,11 +1055,11 @@ strict digraph { "426 dequantize_per_tensor_default_49" -> "427 adaptive_avg_pool2d_7" [label="(1, 576, 7, 7)", style=solid]; "427 adaptive_avg_pool2d_7" -> "430 conv2d_43" [label="(1, 576, 1, 1)", style=solid]; "428 _param_constant115" -> "430 conv2d_43" [label="(144, 576, 1, 1)", style=solid]; -"429 _param_constant116" -> "430 conv2d_43" [label="(144,)", style=solid]; +"429 _param_constant116_0_0" -> "430 conv2d_43" [label="(144,)", style=solid]; "430 conv2d_43" -> "431 relu_7" [label="(1, 144, 1, 1)", style=solid]; "431 relu_7" -> "434 conv2d_44" [label="(1, 144, 1, 1)", style=solid]; "432 _param_constant117" -> "434 conv2d_44" [label="(576, 144, 1, 1)", style=solid]; -"433 _param_constant118" -> "434 conv2d_44" [label="(576,)", style=solid]; +"433 _param_constant118_0_0" -> "434 conv2d_44" [label="(576,)", style=solid]; "434 conv2d_44" -> "435 hardsigmoid_7" [label="(1, 576, 1, 1)", style=solid]; "435 hardsigmoid_7" -> "436 quantize_per_tensor_default_38" [label="(1, 576, 1, 1)", style=solid]; "436 quantize_per_tensor_default_38" -> "437 dequantize_per_tensor_default_51" [label="(1, 576, 1, 1)", style=solid]; @@ -1067,14 +1067,14 @@ strict digraph { "438 mul_7" -> "439 quantize_per_tensor_default_39" [label="(1, 576, 7, 7)", style=solid]; "439 quantize_per_tensor_default_39" -> "440 dequantize_per_tensor_default_52" [label="(1, 576, 7, 7)", style=solid]; "440 dequantize_per_tensor_default_52" -> "447 conv2d_45" [label="(1, 576, 7, 7)", style=solid]; -"441 features_10_block_3_0_weight_bias" -> "447 conv2d_45" [label="(96,)", style=solid]; -"442 conv2d_45_scale_0" -> "445 quantize_per_channel_default_39" [label="(96,)", style=solid]; -"442 conv2d_45_scale_0" -> "446 dequantize_per_channel_default_39" [label="(96,)", style=solid]; -"443 conv2d_45_zero_point_0" -> "445 quantize_per_channel_default_39" [label="(96,)", style=solid]; -"443 conv2d_45_zero_point_0" -> "446 dequantize_per_channel_default_39" [label="(96,)", style=solid]; -"444 compressed_weight_updated_constant29" -> "445 quantize_per_channel_default_39" [label="(96, 576, 1, 1)", style=solid]; -"445 quantize_per_channel_default_39" -> "446 dequantize_per_channel_default_39" [label="(96, 576, 1, 1)", style=solid]; -"446 dequantize_per_channel_default_39" -> "447 conv2d_45" [label="(96, 576, 1, 1)", style=solid]; +"441 conv2d_45_scale_0" -> "444 quantize_per_channel_default_39" [label="(96,)", style=solid]; +"441 conv2d_45_scale_0" -> "445 dequantize_per_channel_default_39" [label="(96,)", style=solid]; +"442 conv2d_45_zero_point_0" -> "444 quantize_per_channel_default_39" [label="(96,)", style=solid]; +"442 conv2d_45_zero_point_0" -> "445 dequantize_per_channel_default_39" [label="(96,)", style=solid]; +"443 compressed_weight_updated_constant29" -> "444 quantize_per_channel_default_39" [label="(96, 576, 1, 1)", style=solid]; +"444 quantize_per_channel_default_39" -> "445 dequantize_per_channel_default_39" [label="(96, 576, 1, 1)", style=solid]; +"445 dequantize_per_channel_default_39" -> "447 conv2d_45" [label="(96, 576, 1, 1)", style=solid]; +"446 features_10_block_3_0_weight_bias_0_0" -> "447 conv2d_45" [label="(96,)", style=solid]; "447 conv2d_45" -> "448 quantize_per_tensor_default_40" [label="(1, 96, 7, 7)", style=solid]; "448 quantize_per_tensor_default_40" -> "449 dequantize_per_tensor_default_53" [label="(1, 96, 7, 7)", style=solid]; "449 dequantize_per_tensor_default_53" -> "450 add__4" [label="(1, 96, 7, 7)", style=solid]; @@ -1083,14 +1083,14 @@ strict digraph { "451 quantize_per_tensor_default_41" -> "453 dequantize_per_tensor_default_54" [label="(1, 96, 7, 7)", style=solid]; "452 dequantize_per_tensor_default_55" -> "500 add__5" [label="(1, 96, 7, 7)", style=solid]; "453 dequantize_per_tensor_default_54" -> "460 conv2d_46" [label="(1, 96, 7, 7)", style=solid]; -"454 features_11_block_0_0_weight_bias" -> "460 conv2d_46" [label="(576,)", style=solid]; -"455 conv2d_46_scale_0" -> "458 quantize_per_channel_default_40" [label="(576,)", style=solid]; -"455 conv2d_46_scale_0" -> "459 dequantize_per_channel_default_40" [label="(576,)", style=solid]; -"456 conv2d_46_zero_point_0" -> "458 quantize_per_channel_default_40" [label="(576,)", style=solid]; -"456 conv2d_46_zero_point_0" -> "459 dequantize_per_channel_default_40" [label="(576,)", style=solid]; -"457 compressed_weight_updated_constant30" -> "458 quantize_per_channel_default_40" [label="(576, 96, 1, 1)", style=solid]; -"458 quantize_per_channel_default_40" -> "459 dequantize_per_channel_default_40" [label="(576, 96, 1, 1)", style=solid]; -"459 dequantize_per_channel_default_40" -> "460 conv2d_46" [label="(576, 96, 1, 1)", style=solid]; +"454 conv2d_46_scale_0" -> "457 quantize_per_channel_default_40" [label="(576,)", style=solid]; +"454 conv2d_46_scale_0" -> "458 dequantize_per_channel_default_40" [label="(576,)", style=solid]; +"455 conv2d_46_zero_point_0" -> "457 quantize_per_channel_default_40" [label="(576,)", style=solid]; +"455 conv2d_46_zero_point_0" -> "458 dequantize_per_channel_default_40" [label="(576,)", style=solid]; +"456 compressed_weight_updated_constant30" -> "457 quantize_per_channel_default_40" [label="(576, 96, 1, 1)", style=solid]; +"457 quantize_per_channel_default_40" -> "458 dequantize_per_channel_default_40" [label="(576, 96, 1, 1)", style=solid]; +"458 dequantize_per_channel_default_40" -> "460 conv2d_46" [label="(576, 96, 1, 1)", style=solid]; +"459 features_11_block_0_0_weight_bias_0_0" -> "460 conv2d_46" [label="(576,)", style=solid]; "460 conv2d_46" -> "463 hardswish__15" [label="(1, 576, 7, 7)", style=solid]; "461 hardswish__15_scale_0" -> "464 quantize_per_channel_default_41" [label="(576,)", style=solid]; "461 hardswish__15_scale_0" -> "465 dequantize_per_channel_default_41" [label="(576,)", style=solid]; @@ -1099,14 +1099,14 @@ strict digraph { "463 hardswish__15" -> "464 quantize_per_channel_default_41" [label="(1, 576, 7, 7)", style=solid]; "464 quantize_per_channel_default_41" -> "465 dequantize_per_channel_default_41" [label="(1, 576, 7, 7)", style=solid]; "465 dequantize_per_channel_default_41" -> "472 conv2d_47" [label="(1, 576, 7, 7)", style=solid]; -"466 features_11_block_1_0_weight_bias" -> "472 conv2d_47" [label="(576,)", style=solid]; -"467 conv2d_47_scale_0" -> "470 quantize_per_channel_default_42" [label="(576,)", style=solid]; -"467 conv2d_47_scale_0" -> "471 dequantize_per_channel_default_42" [label="(576,)", style=solid]; -"468 conv2d_47_zero_point_0" -> "470 quantize_per_channel_default_42" [label="(576,)", style=solid]; -"468 conv2d_47_zero_point_0" -> "471 dequantize_per_channel_default_42" [label="(576,)", style=solid]; -"469 compressed_weight_updated_constant31" -> "470 quantize_per_channel_default_42" [label="(576, 1, 5, 5)", style=solid]; -"470 quantize_per_channel_default_42" -> "471 dequantize_per_channel_default_42" [label="(576, 1, 5, 5)", style=solid]; -"471 dequantize_per_channel_default_42" -> "472 conv2d_47" [label="(576, 1, 5, 5)", style=solid]; +"466 conv2d_47_scale_0" -> "469 quantize_per_channel_default_42" [label="(576,)", style=solid]; +"466 conv2d_47_scale_0" -> "470 dequantize_per_channel_default_42" [label="(576,)", style=solid]; +"467 conv2d_47_zero_point_0" -> "469 quantize_per_channel_default_42" [label="(576,)", style=solid]; +"467 conv2d_47_zero_point_0" -> "470 dequantize_per_channel_default_42" [label="(576,)", style=solid]; +"468 compressed_weight_updated_constant31" -> "469 quantize_per_channel_default_42" [label="(576, 1, 5, 5)", style=solid]; +"469 quantize_per_channel_default_42" -> "470 dequantize_per_channel_default_42" [label="(576, 1, 5, 5)", style=solid]; +"470 dequantize_per_channel_default_42" -> "472 conv2d_47" [label="(576, 1, 5, 5)", style=solid]; +"471 features_11_block_1_0_weight_bias_0_0" -> "472 conv2d_47" [label="(576,)", style=solid]; "472 conv2d_47" -> "473 hardswish__16" [label="(1, 576, 7, 7)", style=solid]; "473 hardswish__16" -> "474 quantize_per_tensor_default_42" [label="(1, 576, 7, 7)", style=solid]; "474 quantize_per_tensor_default_42" -> "475 dequantize_per_tensor_default_57" [label="(1, 576, 7, 7)", style=solid]; @@ -1115,11 +1115,11 @@ strict digraph { "476 dequantize_per_tensor_default_56" -> "477 adaptive_avg_pool2d_8" [label="(1, 576, 7, 7)", style=solid]; "477 adaptive_avg_pool2d_8" -> "480 conv2d_48" [label="(1, 576, 1, 1)", style=solid]; "478 _param_constant128" -> "480 conv2d_48" [label="(144, 576, 1, 1)", style=solid]; -"479 _param_constant129" -> "480 conv2d_48" [label="(144,)", style=solid]; +"479 _param_constant129_0_0" -> "480 conv2d_48" [label="(144,)", style=solid]; "480 conv2d_48" -> "481 relu_8" [label="(1, 144, 1, 1)", style=solid]; "481 relu_8" -> "484 conv2d_49" [label="(1, 144, 1, 1)", style=solid]; "482 _param_constant130" -> "484 conv2d_49" [label="(576, 144, 1, 1)", style=solid]; -"483 _param_constant131" -> "484 conv2d_49" [label="(576,)", style=solid]; +"483 _param_constant131_0_0" -> "484 conv2d_49" [label="(576,)", style=solid]; "484 conv2d_49" -> "485 hardsigmoid_8" [label="(1, 576, 1, 1)", style=solid]; "485 hardsigmoid_8" -> "486 quantize_per_tensor_default_43" [label="(1, 576, 1, 1)", style=solid]; "486 quantize_per_tensor_default_43" -> "487 dequantize_per_tensor_default_58" [label="(1, 576, 1, 1)", style=solid]; @@ -1127,28 +1127,28 @@ strict digraph { "488 mul_8" -> "489 quantize_per_tensor_default_44" [label="(1, 576, 7, 7)", style=solid]; "489 quantize_per_tensor_default_44" -> "490 dequantize_per_tensor_default_59" [label="(1, 576, 7, 7)", style=solid]; "490 dequantize_per_tensor_default_59" -> "497 conv2d_50" [label="(1, 576, 7, 7)", style=solid]; -"491 features_11_block_3_0_weight_bias" -> "497 conv2d_50" [label="(96,)", style=solid]; -"492 conv2d_50_scale_0" -> "495 quantize_per_channel_default_43" [label="(96,)", style=solid]; -"492 conv2d_50_scale_0" -> "496 dequantize_per_channel_default_43" [label="(96,)", style=solid]; -"493 conv2d_50_zero_point_0" -> "495 quantize_per_channel_default_43" [label="(96,)", style=solid]; -"493 conv2d_50_zero_point_0" -> "496 dequantize_per_channel_default_43" [label="(96,)", style=solid]; -"494 compressed_weight_updated_constant32" -> "495 quantize_per_channel_default_43" [label="(96, 576, 1, 1)", style=solid]; -"495 quantize_per_channel_default_43" -> "496 dequantize_per_channel_default_43" [label="(96, 576, 1, 1)", style=solid]; -"496 dequantize_per_channel_default_43" -> "497 conv2d_50" [label="(96, 576, 1, 1)", style=solid]; +"491 conv2d_50_scale_0" -> "494 quantize_per_channel_default_43" [label="(96,)", style=solid]; +"491 conv2d_50_scale_0" -> "495 dequantize_per_channel_default_43" [label="(96,)", style=solid]; +"492 conv2d_50_zero_point_0" -> "494 quantize_per_channel_default_43" [label="(96,)", style=solid]; +"492 conv2d_50_zero_point_0" -> "495 dequantize_per_channel_default_43" [label="(96,)", style=solid]; +"493 compressed_weight_updated_constant32" -> "494 quantize_per_channel_default_43" [label="(96, 576, 1, 1)", style=solid]; +"494 quantize_per_channel_default_43" -> "495 dequantize_per_channel_default_43" [label="(96, 576, 1, 1)", style=solid]; +"495 dequantize_per_channel_default_43" -> "497 conv2d_50" [label="(96, 576, 1, 1)", style=solid]; +"496 features_11_block_3_0_weight_bias_0_0" -> "497 conv2d_50" [label="(96,)", style=solid]; "497 conv2d_50" -> "498 quantize_per_tensor_default_45" [label="(1, 96, 7, 7)", style=solid]; "498 quantize_per_tensor_default_45" -> "499 dequantize_per_tensor_default_60" [label="(1, 96, 7, 7)", style=solid]; "499 dequantize_per_tensor_default_60" -> "500 add__5" [label="(1, 96, 7, 7)", style=solid]; "500 add__5" -> "501 quantize_per_tensor_default_46" [label="(1, 96, 7, 7)", style=solid]; "501 quantize_per_tensor_default_46" -> "502 dequantize_per_tensor_default_61" [label="(1, 96, 7, 7)", style=solid]; "502 dequantize_per_tensor_default_61" -> "509 conv2d_51" [label="(1, 96, 7, 7)", style=solid]; -"503 features_12_0_weight_bias" -> "509 conv2d_51" [label="(576,)", style=solid]; -"504 conv2d_51_scale_0" -> "507 quantize_per_channel_default_44" [label="(576,)", style=solid]; -"504 conv2d_51_scale_0" -> "508 dequantize_per_channel_default_44" [label="(576,)", style=solid]; -"505 conv2d_51_zero_point_0" -> "507 quantize_per_channel_default_44" [label="(576,)", style=solid]; -"505 conv2d_51_zero_point_0" -> "508 dequantize_per_channel_default_44" [label="(576,)", style=solid]; -"506 compressed_weight_updated_constant33" -> "507 quantize_per_channel_default_44" [label="(576, 96, 1, 1)", style=solid]; -"507 quantize_per_channel_default_44" -> "508 dequantize_per_channel_default_44" [label="(576, 96, 1, 1)", style=solid]; -"508 dequantize_per_channel_default_44" -> "509 conv2d_51" [label="(576, 96, 1, 1)", style=solid]; +"503 conv2d_51_scale_0" -> "506 quantize_per_channel_default_44" [label="(576,)", style=solid]; +"503 conv2d_51_scale_0" -> "507 dequantize_per_channel_default_44" [label="(576,)", style=solid]; +"504 conv2d_51_zero_point_0" -> "506 quantize_per_channel_default_44" [label="(576,)", style=solid]; +"504 conv2d_51_zero_point_0" -> "507 dequantize_per_channel_default_44" [label="(576,)", style=solid]; +"505 compressed_weight_updated_constant33" -> "506 quantize_per_channel_default_44" [label="(576, 96, 1, 1)", style=solid]; +"506 quantize_per_channel_default_44" -> "507 dequantize_per_channel_default_44" [label="(576, 96, 1, 1)", style=solid]; +"507 dequantize_per_channel_default_44" -> "509 conv2d_51" [label="(576, 96, 1, 1)", style=solid]; +"508 features_12_0_weight_bias_0_0" -> "509 conv2d_51" [label="(576,)", style=solid]; "509 conv2d_51" -> "510 hardswish__17" [label="(1, 576, 7, 7)", style=solid]; "510 hardswish__17" -> "511 quantize_per_tensor_default_47" [label="(1, 576, 7, 7)", style=solid]; "511 quantize_per_tensor_default_47" -> "512 dequantize_per_tensor_default_62" [label="(1, 576, 7, 7)", style=solid]; @@ -1157,26 +1157,26 @@ strict digraph { "514 quantize_per_tensor_default_48" -> "515 dequantize_per_tensor_default_63" [label="(1, 576, 1, 1)", style=solid]; "515 dequantize_per_tensor_default_63" -> "516 flatten" [label="(1, 576, 1, 1)", style=solid]; "516 flatten" -> "523 linear" [label="(1, 576)", style=solid]; -"517 _param_constant139" -> "523 linear" [label="(1024,)", style=solid]; -"518 linear_scale_0" -> "521 quantize_per_channel_default_45" [label="(1024,)", style=solid]; -"518 linear_scale_0" -> "522 dequantize_per_channel_default_45" [label="(1024,)", style=solid]; -"519 linear_zero_point_0" -> "521 quantize_per_channel_default_45" [label="(1024,)", style=solid]; -"519 linear_zero_point_0" -> "522 dequantize_per_channel_default_45" [label="(1024,)", style=solid]; -"520 compressed_weight_updated_constant34" -> "521 quantize_per_channel_default_45" [label="(1024, 576)", style=solid]; -"521 quantize_per_channel_default_45" -> "522 dequantize_per_channel_default_45" [label="(1024, 576)", style=solid]; -"522 dequantize_per_channel_default_45" -> "523 linear" [label="(1024, 576)", style=solid]; +"517 linear_scale_0" -> "520 quantize_per_channel_default_45" [label="(1024,)", style=solid]; +"517 linear_scale_0" -> "521 dequantize_per_channel_default_45" [label="(1024,)", style=solid]; +"518 linear_zero_point_0" -> "520 quantize_per_channel_default_45" [label="(1024,)", style=solid]; +"518 linear_zero_point_0" -> "521 dequantize_per_channel_default_45" [label="(1024,)", style=solid]; +"519 compressed_weight_updated_constant34" -> "520 quantize_per_channel_default_45" [label="(1024, 576)", style=solid]; +"520 quantize_per_channel_default_45" -> "521 dequantize_per_channel_default_45" [label="(1024, 576)", style=solid]; +"521 dequantize_per_channel_default_45" -> "523 linear" [label="(1024, 576)", style=solid]; +"522 _param_constant139_0_0" -> "523 linear" [label="(1024,)", style=solid]; "523 linear" -> "524 hardswish__18" [label="(1, 1024)", style=solid]; "524 hardswish__18" -> "525 quantize_per_tensor_default_49" [label="(1, 1024)", style=solid]; "525 quantize_per_tensor_default_49" -> "526 dequantize_per_tensor_default_64" [label="(1, 1024)", style=solid]; "526 dequantize_per_tensor_default_64" -> "527 dropout_" [label="(1, 1024)", style=solid]; "527 dropout_" -> "534 linear_1" [label="(1, 1024)", style=solid]; -"528 _param_constant141" -> "534 linear_1" [label="(1000,)", style=solid]; -"529 linear_1_scale_0" -> "532 quantize_per_channel_default_46" [label="(1000,)", style=solid]; -"529 linear_1_scale_0" -> "533 dequantize_per_channel_default_46" [label="(1000,)", style=solid]; -"530 linear_1_zero_point_0" -> "532 quantize_per_channel_default_46" [label="(1000,)", style=solid]; -"530 linear_1_zero_point_0" -> "533 dequantize_per_channel_default_46" [label="(1000,)", style=solid]; -"531 compressed_weight_updated_constant35" -> "532 quantize_per_channel_default_46" [label="(1000, 1024)", style=solid]; -"532 quantize_per_channel_default_46" -> "533 dequantize_per_channel_default_46" [label="(1000, 1024)", style=solid]; -"533 dequantize_per_channel_default_46" -> "534 linear_1" [label="(1000, 1024)", style=solid]; +"528 linear_1_scale_0" -> "531 quantize_per_channel_default_46" [label="(1000,)", style=solid]; +"528 linear_1_scale_0" -> "532 dequantize_per_channel_default_46" [label="(1000,)", style=solid]; +"529 linear_1_zero_point_0" -> "531 quantize_per_channel_default_46" [label="(1000,)", style=solid]; +"529 linear_1_zero_point_0" -> "532 dequantize_per_channel_default_46" [label="(1000,)", style=solid]; +"530 compressed_weight_updated_constant35" -> "531 quantize_per_channel_default_46" [label="(1000, 1024)", style=solid]; +"531 quantize_per_channel_default_46" -> "532 dequantize_per_channel_default_46" [label="(1000, 1024)", style=solid]; +"532 dequantize_per_channel_default_46" -> "534 linear_1" [label="(1000, 1024)", style=solid]; +"533 _param_constant141_0_0" -> "534 linear_1" [label="(1000,)", style=solid]; "534 linear_1" -> "535 output" [label="(1, 1000)", style=solid]; } diff --git a/tests/torch/data/reference_graphs/fx/quantized/resnet18.dot b/tests/torch/data/reference_graphs/fx/quantized/resnet18.dot index 0d3a55538eb..e2c32658bbb 100644 --- a/tests/torch/data/reference_graphs/fx/quantized/resnet18.dot +++ b/tests/torch/data/reference_graphs/fx/quantized/resnet18.dot @@ -2,33 +2,33 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default" [id=2, type=dequantize_per_tensor]; -"3 conv1_weight_bias" [id=3, type=get_attr]; -"4 conv2d_scale_0" [id=4, type=get_attr]; -"5 conv2d_zero_point_0" [id=5, type=get_attr]; -"6 compressed_weight_updated_constant0" [id=6, type=get_attr]; -"7 quantize_per_channel_default" [id=7, type=quantize_per_channel]; -"8 dequantize_per_channel_default" [id=8, type=dequantize_per_channel]; +"3 conv2d_scale_0" [id=3, type=get_attr]; +"4 conv2d_zero_point_0" [id=4, type=get_attr]; +"5 compressed_weight_updated_constant0" [id=5, type=get_attr]; +"6 quantize_per_channel_default" [id=6, type=quantize_per_channel]; +"7 dequantize_per_channel_default" [id=7, type=dequantize_per_channel]; +"8 conv1_weight_bias_0_0" [id=8, type=get_attr]; "9 conv2d" [id=9, type=conv2d]; "10 relu_" [id=10, type=relu_]; "11 quantize_per_tensor_default_1" [id=11, type=quantize_per_tensor]; "12 dequantize_per_tensor_default_1" [id=12, type=dequantize_per_tensor]; "13 max_pool2d" [id=13, type=max_pool2d]; -"14 layer1_0_conv1_weight_bias" [id=14, type=get_attr]; -"15 conv2d_1_scale_0" [id=15, type=get_attr]; -"16 conv2d_1_zero_point_0" [id=16, type=get_attr]; -"17 compressed_weight_updated_constant1" [id=17, type=get_attr]; -"18 quantize_per_channel_default_1" [id=18, type=quantize_per_channel]; -"19 dequantize_per_channel_default_1" [id=19, type=dequantize_per_channel]; +"14 conv2d_1_scale_0" [id=14, type=get_attr]; +"15 conv2d_1_zero_point_0" [id=15, type=get_attr]; +"16 compressed_weight_updated_constant1" [id=16, type=get_attr]; +"17 quantize_per_channel_default_1" [id=17, type=quantize_per_channel]; +"18 dequantize_per_channel_default_1" [id=18, type=dequantize_per_channel]; +"19 layer1_0_conv1_weight_bias_0_0" [id=19, type=get_attr]; "20 conv2d_1" [id=20, type=conv2d]; "21 relu__1" [id=21, type=relu_]; "22 quantize_per_tensor_default_2" [id=22, type=quantize_per_tensor]; "23 dequantize_per_tensor_default_2" [id=23, type=dequantize_per_tensor]; -"24 layer1_0_conv2_weight_bias" [id=24, type=get_attr]; -"25 conv2d_2_scale_0" [id=25, type=get_attr]; -"26 conv2d_2_zero_point_0" [id=26, type=get_attr]; -"27 compressed_weight_updated_constant2" [id=27, type=get_attr]; -"28 quantize_per_channel_default_2" [id=28, type=quantize_per_channel]; -"29 dequantize_per_channel_default_2" [id=29, type=dequantize_per_channel]; +"24 conv2d_2_scale_0" [id=24, type=get_attr]; +"25 conv2d_2_zero_point_0" [id=25, type=get_attr]; +"26 compressed_weight_updated_constant2" [id=26, type=get_attr]; +"27 quantize_per_channel_default_2" [id=27, type=quantize_per_channel]; +"28 dequantize_per_channel_default_2" [id=28, type=dequantize_per_channel]; +"29 layer1_0_conv2_weight_bias_0_0" [id=29, type=get_attr]; "30 conv2d_2" [id=30, type=conv2d]; "31 quantize_per_tensor_default_3" [id=31, type=quantize_per_tensor]; "32 dequantize_per_tensor_default_3" [id=32, type=dequantize_per_tensor]; @@ -37,22 +37,22 @@ strict digraph { "35 quantize_per_tensor_default_4" [id=35, type=quantize_per_tensor]; "36 dequantize_per_tensor_default_5" [id=36, type=dequantize_per_tensor]; "37 dequantize_per_tensor_default_4" [id=37, type=dequantize_per_tensor]; -"38 layer1_1_conv1_weight_bias" [id=38, type=get_attr]; -"39 conv2d_3_scale_0" [id=39, type=get_attr]; -"40 conv2d_3_zero_point_0" [id=40, type=get_attr]; -"41 compressed_weight_updated_constant3" [id=41, type=get_attr]; -"42 quantize_per_channel_default_3" [id=42, type=quantize_per_channel]; -"43 dequantize_per_channel_default_3" [id=43, type=dequantize_per_channel]; +"38 conv2d_3_scale_0" [id=38, type=get_attr]; +"39 conv2d_3_zero_point_0" [id=39, type=get_attr]; +"40 compressed_weight_updated_constant3" [id=40, type=get_attr]; +"41 quantize_per_channel_default_3" [id=41, type=quantize_per_channel]; +"42 dequantize_per_channel_default_3" [id=42, type=dequantize_per_channel]; +"43 layer1_1_conv1_weight_bias_0_0" [id=43, type=get_attr]; "44 conv2d_3" [id=44, type=conv2d]; "45 relu__3" [id=45, type=relu_]; "46 quantize_per_tensor_default_5" [id=46, type=quantize_per_tensor]; "47 dequantize_per_tensor_default_6" [id=47, type=dequantize_per_tensor]; -"48 layer1_1_conv2_weight_bias" [id=48, type=get_attr]; -"49 conv2d_4_scale_0" [id=49, type=get_attr]; -"50 conv2d_4_zero_point_0" [id=50, type=get_attr]; -"51 compressed_weight_updated_constant4" [id=51, type=get_attr]; -"52 quantize_per_channel_default_4" [id=52, type=quantize_per_channel]; -"53 dequantize_per_channel_default_4" [id=53, type=dequantize_per_channel]; +"48 conv2d_4_scale_0" [id=48, type=get_attr]; +"49 conv2d_4_zero_point_0" [id=49, type=get_attr]; +"50 compressed_weight_updated_constant4" [id=50, type=get_attr]; +"51 quantize_per_channel_default_4" [id=51, type=quantize_per_channel]; +"52 dequantize_per_channel_default_4" [id=52, type=dequantize_per_channel]; +"53 layer1_1_conv2_weight_bias_0_0" [id=53, type=get_attr]; "54 conv2d_4" [id=54, type=conv2d]; "55 quantize_per_tensor_default_6" [id=55, type=quantize_per_tensor]; "56 dequantize_per_tensor_default_7" [id=56, type=dequantize_per_tensor]; @@ -61,31 +61,31 @@ strict digraph { "59 quantize_per_tensor_default_7" [id=59, type=quantize_per_tensor]; "60 dequantize_per_tensor_default_9" [id=60, type=dequantize_per_tensor]; "61 dequantize_per_tensor_default_8" [id=61, type=dequantize_per_tensor]; -"62 layer2_0_conv1_weight_bias" [id=62, type=get_attr]; -"63 conv2d_5_scale_0" [id=63, type=get_attr]; -"64 conv2d_5_zero_point_0" [id=64, type=get_attr]; -"65 compressed_weight_updated_constant5" [id=65, type=get_attr]; -"66 quantize_per_channel_default_5" [id=66, type=quantize_per_channel]; -"67 dequantize_per_channel_default_5" [id=67, type=dequantize_per_channel]; +"62 conv2d_5_scale_0" [id=62, type=get_attr]; +"63 conv2d_5_zero_point_0" [id=63, type=get_attr]; +"64 compressed_weight_updated_constant5" [id=64, type=get_attr]; +"65 quantize_per_channel_default_5" [id=65, type=quantize_per_channel]; +"66 dequantize_per_channel_default_5" [id=66, type=dequantize_per_channel]; +"67 layer2_0_conv1_weight_bias_0_0" [id=67, type=get_attr]; "68 conv2d_5" [id=68, type=conv2d]; "69 relu__5" [id=69, type=relu_]; "70 quantize_per_tensor_default_8" [id=70, type=quantize_per_tensor]; "71 dequantize_per_tensor_default_10" [id=71, type=dequantize_per_tensor]; -"72 layer2_0_conv2_weight_bias" [id=72, type=get_attr]; -"73 conv2d_6_scale_0" [id=73, type=get_attr]; -"74 conv2d_6_zero_point_0" [id=74, type=get_attr]; -"75 compressed_weight_updated_constant6" [id=75, type=get_attr]; -"76 quantize_per_channel_default_6" [id=76, type=quantize_per_channel]; -"77 dequantize_per_channel_default_6" [id=77, type=dequantize_per_channel]; +"72 conv2d_6_scale_0" [id=72, type=get_attr]; +"73 conv2d_6_zero_point_0" [id=73, type=get_attr]; +"74 compressed_weight_updated_constant6" [id=74, type=get_attr]; +"75 quantize_per_channel_default_6" [id=75, type=quantize_per_channel]; +"76 dequantize_per_channel_default_6" [id=76, type=dequantize_per_channel]; +"77 layer2_0_conv2_weight_bias_0_0" [id=77, type=get_attr]; "78 conv2d_6" [id=78, type=conv2d]; "79 quantize_per_tensor_default_9" [id=79, type=quantize_per_tensor]; "80 dequantize_per_tensor_default_11" [id=80, type=dequantize_per_tensor]; -"81 layer2_0_downsample_0_weight_bias" [id=81, type=get_attr]; -"82 conv2d_7_scale_0" [id=82, type=get_attr]; -"83 conv2d_7_zero_point_0" [id=83, type=get_attr]; -"84 compressed_weight_updated_constant7" [id=84, type=get_attr]; -"85 quantize_per_channel_default_7" [id=85, type=quantize_per_channel]; -"86 dequantize_per_channel_default_7" [id=86, type=dequantize_per_channel]; +"81 conv2d_7_scale_0" [id=81, type=get_attr]; +"82 conv2d_7_zero_point_0" [id=82, type=get_attr]; +"83 compressed_weight_updated_constant7" [id=83, type=get_attr]; +"84 quantize_per_channel_default_7" [id=84, type=quantize_per_channel]; +"85 dequantize_per_channel_default_7" [id=85, type=dequantize_per_channel]; +"86 layer2_0_downsample_0_weight_bias_0_0" [id=86, type=get_attr]; "87 conv2d_7" [id=87, type=conv2d]; "88 quantize_per_tensor_default_10" [id=88, type=quantize_per_tensor]; "89 dequantize_per_tensor_default_12" [id=89, type=dequantize_per_tensor]; @@ -94,22 +94,22 @@ strict digraph { "92 quantize_per_tensor_default_11" [id=92, type=quantize_per_tensor]; "93 dequantize_per_tensor_default_14" [id=93, type=dequantize_per_tensor]; "94 dequantize_per_tensor_default_13" [id=94, type=dequantize_per_tensor]; -"95 layer2_1_conv1_weight_bias" [id=95, type=get_attr]; -"96 conv2d_8_scale_0" [id=96, type=get_attr]; -"97 conv2d_8_zero_point_0" [id=97, type=get_attr]; -"98 compressed_weight_updated_constant8" [id=98, type=get_attr]; -"99 quantize_per_channel_default_8" [id=99, type=quantize_per_channel]; -"100 dequantize_per_channel_default_8" [id=100, type=dequantize_per_channel]; +"95 conv2d_8_scale_0" [id=95, type=get_attr]; +"96 conv2d_8_zero_point_0" [id=96, type=get_attr]; +"97 compressed_weight_updated_constant8" [id=97, type=get_attr]; +"98 quantize_per_channel_default_8" [id=98, type=quantize_per_channel]; +"99 dequantize_per_channel_default_8" [id=99, type=dequantize_per_channel]; +"100 layer2_1_conv1_weight_bias_0_0" [id=100, type=get_attr]; "101 conv2d_8" [id=101, type=conv2d]; "102 relu__7" [id=102, type=relu_]; "103 quantize_per_tensor_default_12" [id=103, type=quantize_per_tensor]; "104 dequantize_per_tensor_default_15" [id=104, type=dequantize_per_tensor]; -"105 layer2_1_conv2_weight_bias" [id=105, type=get_attr]; -"106 conv2d_9_scale_0" [id=106, type=get_attr]; -"107 conv2d_9_zero_point_0" [id=107, type=get_attr]; -"108 compressed_weight_updated_constant9" [id=108, type=get_attr]; -"109 quantize_per_channel_default_9" [id=109, type=quantize_per_channel]; -"110 dequantize_per_channel_default_9" [id=110, type=dequantize_per_channel]; +"105 conv2d_9_scale_0" [id=105, type=get_attr]; +"106 conv2d_9_zero_point_0" [id=106, type=get_attr]; +"107 compressed_weight_updated_constant9" [id=107, type=get_attr]; +"108 quantize_per_channel_default_9" [id=108, type=quantize_per_channel]; +"109 dequantize_per_channel_default_9" [id=109, type=dequantize_per_channel]; +"110 layer2_1_conv2_weight_bias_0_0" [id=110, type=get_attr]; "111 conv2d_9" [id=111, type=conv2d]; "112 quantize_per_tensor_default_13" [id=112, type=quantize_per_tensor]; "113 dequantize_per_tensor_default_16" [id=113, type=dequantize_per_tensor]; @@ -118,31 +118,31 @@ strict digraph { "116 quantize_per_tensor_default_14" [id=116, type=quantize_per_tensor]; "117 dequantize_per_tensor_default_18" [id=117, type=dequantize_per_tensor]; "118 dequantize_per_tensor_default_17" [id=118, type=dequantize_per_tensor]; -"119 layer3_0_conv1_weight_bias" [id=119, type=get_attr]; -"120 conv2d_10_scale_0" [id=120, type=get_attr]; -"121 conv2d_10_zero_point_0" [id=121, type=get_attr]; -"122 compressed_weight_updated_constant10" [id=122, type=get_attr]; -"123 quantize_per_channel_default_10" [id=123, type=quantize_per_channel]; -"124 dequantize_per_channel_default_10" [id=124, type=dequantize_per_channel]; +"119 conv2d_10_scale_0" [id=119, type=get_attr]; +"120 conv2d_10_zero_point_0" [id=120, type=get_attr]; +"121 compressed_weight_updated_constant10" [id=121, type=get_attr]; +"122 quantize_per_channel_default_10" [id=122, type=quantize_per_channel]; +"123 dequantize_per_channel_default_10" [id=123, type=dequantize_per_channel]; +"124 layer3_0_conv1_weight_bias_0_0" [id=124, type=get_attr]; "125 conv2d_10" [id=125, type=conv2d]; "126 relu__9" [id=126, type=relu_]; "127 quantize_per_tensor_default_15" [id=127, type=quantize_per_tensor]; "128 dequantize_per_tensor_default_19" [id=128, type=dequantize_per_tensor]; -"129 layer3_0_conv2_weight_bias" [id=129, type=get_attr]; -"130 conv2d_11_scale_0" [id=130, type=get_attr]; -"131 conv2d_11_zero_point_0" [id=131, type=get_attr]; -"132 compressed_weight_updated_constant11" [id=132, type=get_attr]; -"133 quantize_per_channel_default_11" [id=133, type=quantize_per_channel]; -"134 dequantize_per_channel_default_11" [id=134, type=dequantize_per_channel]; +"129 conv2d_11_scale_0" [id=129, type=get_attr]; +"130 conv2d_11_zero_point_0" [id=130, type=get_attr]; +"131 compressed_weight_updated_constant11" [id=131, type=get_attr]; +"132 quantize_per_channel_default_11" [id=132, type=quantize_per_channel]; +"133 dequantize_per_channel_default_11" [id=133, type=dequantize_per_channel]; +"134 layer3_0_conv2_weight_bias_0_0" [id=134, type=get_attr]; "135 conv2d_11" [id=135, type=conv2d]; "136 quantize_per_tensor_default_16" [id=136, type=quantize_per_tensor]; "137 dequantize_per_tensor_default_20" [id=137, type=dequantize_per_tensor]; -"138 layer3_0_downsample_0_weight_bias" [id=138, type=get_attr]; -"139 conv2d_12_scale_0" [id=139, type=get_attr]; -"140 conv2d_12_zero_point_0" [id=140, type=get_attr]; -"141 compressed_weight_updated_constant12" [id=141, type=get_attr]; -"142 quantize_per_channel_default_12" [id=142, type=quantize_per_channel]; -"143 dequantize_per_channel_default_12" [id=143, type=dequantize_per_channel]; +"138 conv2d_12_scale_0" [id=138, type=get_attr]; +"139 conv2d_12_zero_point_0" [id=139, type=get_attr]; +"140 compressed_weight_updated_constant12" [id=140, type=get_attr]; +"141 quantize_per_channel_default_12" [id=141, type=quantize_per_channel]; +"142 dequantize_per_channel_default_12" [id=142, type=dequantize_per_channel]; +"143 layer3_0_downsample_0_weight_bias_0_0" [id=143, type=get_attr]; "144 conv2d_12" [id=144, type=conv2d]; "145 quantize_per_tensor_default_17" [id=145, type=quantize_per_tensor]; "146 dequantize_per_tensor_default_21" [id=146, type=dequantize_per_tensor]; @@ -151,22 +151,22 @@ strict digraph { "149 quantize_per_tensor_default_18" [id=149, type=quantize_per_tensor]; "150 dequantize_per_tensor_default_23" [id=150, type=dequantize_per_tensor]; "151 dequantize_per_tensor_default_22" [id=151, type=dequantize_per_tensor]; -"152 layer3_1_conv1_weight_bias" [id=152, type=get_attr]; -"153 conv2d_13_scale_0" [id=153, type=get_attr]; -"154 conv2d_13_zero_point_0" [id=154, type=get_attr]; -"155 compressed_weight_updated_constant13" [id=155, type=get_attr]; -"156 quantize_per_channel_default_13" [id=156, type=quantize_per_channel]; -"157 dequantize_per_channel_default_13" [id=157, type=dequantize_per_channel]; +"152 conv2d_13_scale_0" [id=152, type=get_attr]; +"153 conv2d_13_zero_point_0" [id=153, type=get_attr]; +"154 compressed_weight_updated_constant13" [id=154, type=get_attr]; +"155 quantize_per_channel_default_13" [id=155, type=quantize_per_channel]; +"156 dequantize_per_channel_default_13" [id=156, type=dequantize_per_channel]; +"157 layer3_1_conv1_weight_bias_0_0" [id=157, type=get_attr]; "158 conv2d_13" [id=158, type=conv2d]; "159 relu__11" [id=159, type=relu_]; "160 quantize_per_tensor_default_19" [id=160, type=quantize_per_tensor]; "161 dequantize_per_tensor_default_24" [id=161, type=dequantize_per_tensor]; -"162 layer3_1_conv2_weight_bias" [id=162, type=get_attr]; -"163 conv2d_14_scale_0" [id=163, type=get_attr]; -"164 conv2d_14_zero_point_0" [id=164, type=get_attr]; -"165 compressed_weight_updated_constant14" [id=165, type=get_attr]; -"166 quantize_per_channel_default_14" [id=166, type=quantize_per_channel]; -"167 dequantize_per_channel_default_14" [id=167, type=dequantize_per_channel]; +"162 conv2d_14_scale_0" [id=162, type=get_attr]; +"163 conv2d_14_zero_point_0" [id=163, type=get_attr]; +"164 compressed_weight_updated_constant14" [id=164, type=get_attr]; +"165 quantize_per_channel_default_14" [id=165, type=quantize_per_channel]; +"166 dequantize_per_channel_default_14" [id=166, type=dequantize_per_channel]; +"167 layer3_1_conv2_weight_bias_0_0" [id=167, type=get_attr]; "168 conv2d_14" [id=168, type=conv2d]; "169 quantize_per_tensor_default_20" [id=169, type=quantize_per_tensor]; "170 dequantize_per_tensor_default_25" [id=170, type=dequantize_per_tensor]; @@ -175,31 +175,31 @@ strict digraph { "173 quantize_per_tensor_default_21" [id=173, type=quantize_per_tensor]; "174 dequantize_per_tensor_default_27" [id=174, type=dequantize_per_tensor]; "175 dequantize_per_tensor_default_26" [id=175, type=dequantize_per_tensor]; -"176 layer4_0_conv1_weight_bias" [id=176, type=get_attr]; -"177 conv2d_15_scale_0" [id=177, type=get_attr]; -"178 conv2d_15_zero_point_0" [id=178, type=get_attr]; -"179 compressed_weight_updated_constant15" [id=179, type=get_attr]; -"180 quantize_per_channel_default_15" [id=180, type=quantize_per_channel]; -"181 dequantize_per_channel_default_15" [id=181, type=dequantize_per_channel]; +"176 conv2d_15_scale_0" [id=176, type=get_attr]; +"177 conv2d_15_zero_point_0" [id=177, type=get_attr]; +"178 compressed_weight_updated_constant15" [id=178, type=get_attr]; +"179 quantize_per_channel_default_15" [id=179, type=quantize_per_channel]; +"180 dequantize_per_channel_default_15" [id=180, type=dequantize_per_channel]; +"181 layer4_0_conv1_weight_bias_0_0" [id=181, type=get_attr]; "182 conv2d_15" [id=182, type=conv2d]; "183 relu__13" [id=183, type=relu_]; "184 quantize_per_tensor_default_22" [id=184, type=quantize_per_tensor]; "185 dequantize_per_tensor_default_28" [id=185, type=dequantize_per_tensor]; -"186 layer4_0_conv2_weight_bias" [id=186, type=get_attr]; -"187 conv2d_16_scale_0" [id=187, type=get_attr]; -"188 conv2d_16_zero_point_0" [id=188, type=get_attr]; -"189 compressed_weight_updated_constant16" [id=189, type=get_attr]; -"190 quantize_per_channel_default_16" [id=190, type=quantize_per_channel]; -"191 dequantize_per_channel_default_16" [id=191, type=dequantize_per_channel]; +"186 conv2d_16_scale_0" [id=186, type=get_attr]; +"187 conv2d_16_zero_point_0" [id=187, type=get_attr]; +"188 compressed_weight_updated_constant16" [id=188, type=get_attr]; +"189 quantize_per_channel_default_16" [id=189, type=quantize_per_channel]; +"190 dequantize_per_channel_default_16" [id=190, type=dequantize_per_channel]; +"191 layer4_0_conv2_weight_bias_0_0" [id=191, type=get_attr]; "192 conv2d_16" [id=192, type=conv2d]; "193 quantize_per_tensor_default_23" [id=193, type=quantize_per_tensor]; "194 dequantize_per_tensor_default_29" [id=194, type=dequantize_per_tensor]; -"195 layer4_0_downsample_0_weight_bias" [id=195, type=get_attr]; -"196 conv2d_17_scale_0" [id=196, type=get_attr]; -"197 conv2d_17_zero_point_0" [id=197, type=get_attr]; -"198 compressed_weight_updated_constant17" [id=198, type=get_attr]; -"199 quantize_per_channel_default_17" [id=199, type=quantize_per_channel]; -"200 dequantize_per_channel_default_17" [id=200, type=dequantize_per_channel]; +"195 conv2d_17_scale_0" [id=195, type=get_attr]; +"196 conv2d_17_zero_point_0" [id=196, type=get_attr]; +"197 compressed_weight_updated_constant17" [id=197, type=get_attr]; +"198 quantize_per_channel_default_17" [id=198, type=quantize_per_channel]; +"199 dequantize_per_channel_default_17" [id=199, type=dequantize_per_channel]; +"200 layer4_0_downsample_0_weight_bias_0_0" [id=200, type=get_attr]; "201 conv2d_17" [id=201, type=conv2d]; "202 quantize_per_tensor_default_24" [id=202, type=quantize_per_tensor]; "203 dequantize_per_tensor_default_30" [id=203, type=dequantize_per_tensor]; @@ -208,22 +208,22 @@ strict digraph { "206 quantize_per_tensor_default_25" [id=206, type=quantize_per_tensor]; "207 dequantize_per_tensor_default_32" [id=207, type=dequantize_per_tensor]; "208 dequantize_per_tensor_default_31" [id=208, type=dequantize_per_tensor]; -"209 layer4_1_conv1_weight_bias" [id=209, type=get_attr]; -"210 conv2d_18_scale_0" [id=210, type=get_attr]; -"211 conv2d_18_zero_point_0" [id=211, type=get_attr]; -"212 compressed_weight_updated_constant18" [id=212, type=get_attr]; -"213 quantize_per_channel_default_18" [id=213, type=quantize_per_channel]; -"214 dequantize_per_channel_default_18" [id=214, type=dequantize_per_channel]; +"209 conv2d_18_scale_0" [id=209, type=get_attr]; +"210 conv2d_18_zero_point_0" [id=210, type=get_attr]; +"211 compressed_weight_updated_constant18" [id=211, type=get_attr]; +"212 quantize_per_channel_default_18" [id=212, type=quantize_per_channel]; +"213 dequantize_per_channel_default_18" [id=213, type=dequantize_per_channel]; +"214 layer4_1_conv1_weight_bias_0_0" [id=214, type=get_attr]; "215 conv2d_18" [id=215, type=conv2d]; "216 relu__15" [id=216, type=relu_]; "217 quantize_per_tensor_default_26" [id=217, type=quantize_per_tensor]; "218 dequantize_per_tensor_default_33" [id=218, type=dequantize_per_tensor]; -"219 layer4_1_conv2_weight_bias" [id=219, type=get_attr]; -"220 conv2d_19_scale_0" [id=220, type=get_attr]; -"221 conv2d_19_zero_point_0" [id=221, type=get_attr]; -"222 compressed_weight_updated_constant19" [id=222, type=get_attr]; -"223 quantize_per_channel_default_19" [id=223, type=quantize_per_channel]; -"224 dequantize_per_channel_default_19" [id=224, type=dequantize_per_channel]; +"219 conv2d_19_scale_0" [id=219, type=get_attr]; +"220 conv2d_19_zero_point_0" [id=220, type=get_attr]; +"221 compressed_weight_updated_constant19" [id=221, type=get_attr]; +"222 quantize_per_channel_default_19" [id=222, type=quantize_per_channel]; +"223 dequantize_per_channel_default_19" [id=223, type=dequantize_per_channel]; +"224 layer4_1_conv2_weight_bias_0_0" [id=224, type=get_attr]; "225 conv2d_19" [id=225, type=conv2d]; "226 quantize_per_tensor_default_27" [id=226, type=quantize_per_tensor]; "227 dequantize_per_tensor_default_34" [id=227, type=dequantize_per_tensor]; @@ -235,51 +235,51 @@ strict digraph { "233 quantize_per_tensor_default_29" [id=233, type=quantize_per_tensor]; "234 dequantize_per_tensor_default_36" [id=234, type=dequantize_per_tensor]; "235 flatten" [id=235, type=flatten]; -"236 _param_constant61" [id=236, type=get_attr]; -"237 linear_scale_0" [id=237, type=get_attr]; -"238 linear_zero_point_0" [id=238, type=get_attr]; -"239 compressed_weight_updated_constant20" [id=239, type=get_attr]; -"240 quantize_per_channel_default_20" [id=240, type=quantize_per_channel]; -"241 dequantize_per_channel_default_20" [id=241, type=dequantize_per_channel]; +"236 linear_scale_0" [id=236, type=get_attr]; +"237 linear_zero_point_0" [id=237, type=get_attr]; +"238 compressed_weight_updated_constant20" [id=238, type=get_attr]; +"239 quantize_per_channel_default_20" [id=239, type=quantize_per_channel]; +"240 dequantize_per_channel_default_20" [id=240, type=dequantize_per_channel]; +"241 _param_constant61_0_0" [id=241, type=get_attr]; "242 linear" [id=242, type=linear]; "243 output" [id=243, type=output]; "0 arg0_1" -> "1 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 conv1_weight_bias" -> "9 conv2d" [label="(64,)", style=solid]; -"4 conv2d_scale_0" -> "7 quantize_per_channel_default" [label="(64,)", style=solid]; -"4 conv2d_scale_0" -> "8 dequantize_per_channel_default" [label="(64,)", style=solid]; -"5 conv2d_zero_point_0" -> "7 quantize_per_channel_default" [label="(64,)", style=solid]; -"5 conv2d_zero_point_0" -> "8 dequantize_per_channel_default" [label="(64,)", style=solid]; -"6 compressed_weight_updated_constant0" -> "7 quantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; -"7 quantize_per_channel_default" -> "8 dequantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; -"8 dequantize_per_channel_default" -> "9 conv2d" [label="(64, 3, 7, 7)", style=solid]; +"3 conv2d_scale_0" -> "6 quantize_per_channel_default" [label="(64,)", style=solid]; +"3 conv2d_scale_0" -> "7 dequantize_per_channel_default" [label="(64,)", style=solid]; +"4 conv2d_zero_point_0" -> "6 quantize_per_channel_default" [label="(64,)", style=solid]; +"4 conv2d_zero_point_0" -> "7 dequantize_per_channel_default" [label="(64,)", style=solid]; +"5 compressed_weight_updated_constant0" -> "6 quantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; +"6 quantize_per_channel_default" -> "7 dequantize_per_channel_default" [label="(64, 3, 7, 7)", style=solid]; +"7 dequantize_per_channel_default" -> "9 conv2d" [label="(64, 3, 7, 7)", style=solid]; +"8 conv1_weight_bias_0_0" -> "9 conv2d" [label="(64,)", style=solid]; "9 conv2d" -> "10 relu_" [label="(1, 64, 112, 112)", style=solid]; "10 relu_" -> "11 quantize_per_tensor_default_1" [label="(1, 64, 112, 112)", style=solid]; "11 quantize_per_tensor_default_1" -> "12 dequantize_per_tensor_default_1" [label="(1, 64, 112, 112)", style=solid]; "12 dequantize_per_tensor_default_1" -> "13 max_pool2d" [label="(1, 64, 112, 112)", style=solid]; "13 max_pool2d" -> "20 conv2d_1" [label="(1, 64, 56, 56)", style=solid]; "13 max_pool2d" -> "33 add_" [label="(1, 64, 56, 56)", style=solid]; -"14 layer1_0_conv1_weight_bias" -> "20 conv2d_1" [label="(64,)", style=solid]; -"15 conv2d_1_scale_0" -> "18 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"15 conv2d_1_scale_0" -> "19 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"16 conv2d_1_zero_point_0" -> "18 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"16 conv2d_1_zero_point_0" -> "19 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"17 compressed_weight_updated_constant1" -> "18 quantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"18 quantize_per_channel_default_1" -> "19 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"19 dequantize_per_channel_default_1" -> "20 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; +"14 conv2d_1_scale_0" -> "17 quantize_per_channel_default_1" [label="(64,)", style=solid]; +"14 conv2d_1_scale_0" -> "18 dequantize_per_channel_default_1" [label="(64,)", style=solid]; +"15 conv2d_1_zero_point_0" -> "17 quantize_per_channel_default_1" [label="(64,)", style=solid]; +"15 conv2d_1_zero_point_0" -> "18 dequantize_per_channel_default_1" [label="(64,)", style=solid]; +"16 compressed_weight_updated_constant1" -> "17 quantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; +"17 quantize_per_channel_default_1" -> "18 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; +"18 dequantize_per_channel_default_1" -> "20 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; +"19 layer1_0_conv1_weight_bias_0_0" -> "20 conv2d_1" [label="(64,)", style=solid]; "20 conv2d_1" -> "21 relu__1" [label="(1, 64, 56, 56)", style=solid]; "21 relu__1" -> "22 quantize_per_tensor_default_2" [label="(1, 64, 56, 56)", style=solid]; "22 quantize_per_tensor_default_2" -> "23 dequantize_per_tensor_default_2" [label="(1, 64, 56, 56)", style=solid]; "23 dequantize_per_tensor_default_2" -> "30 conv2d_2" [label="(1, 64, 56, 56)", style=solid]; -"24 layer1_0_conv2_weight_bias" -> "30 conv2d_2" [label="(64,)", style=solid]; -"25 conv2d_2_scale_0" -> "28 quantize_per_channel_default_2" [label="(64,)", style=solid]; -"25 conv2d_2_scale_0" -> "29 dequantize_per_channel_default_2" [label="(64,)", style=solid]; -"26 conv2d_2_zero_point_0" -> "28 quantize_per_channel_default_2" [label="(64,)", style=solid]; -"26 conv2d_2_zero_point_0" -> "29 dequantize_per_channel_default_2" [label="(64,)", style=solid]; -"27 compressed_weight_updated_constant2" -> "28 quantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; -"28 quantize_per_channel_default_2" -> "29 dequantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; -"29 dequantize_per_channel_default_2" -> "30 conv2d_2" [label="(64, 64, 3, 3)", style=solid]; +"24 conv2d_2_scale_0" -> "27 quantize_per_channel_default_2" [label="(64,)", style=solid]; +"24 conv2d_2_scale_0" -> "28 dequantize_per_channel_default_2" [label="(64,)", style=solid]; +"25 conv2d_2_zero_point_0" -> "27 quantize_per_channel_default_2" [label="(64,)", style=solid]; +"25 conv2d_2_zero_point_0" -> "28 dequantize_per_channel_default_2" [label="(64,)", style=solid]; +"26 compressed_weight_updated_constant2" -> "27 quantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; +"27 quantize_per_channel_default_2" -> "28 dequantize_per_channel_default_2" [label="(64, 64, 3, 3)", style=solid]; +"28 dequantize_per_channel_default_2" -> "30 conv2d_2" [label="(64, 64, 3, 3)", style=solid]; +"29 layer1_0_conv2_weight_bias_0_0" -> "30 conv2d_2" [label="(64,)", style=solid]; "30 conv2d_2" -> "31 quantize_per_tensor_default_3" [label="(1, 64, 56, 56)", style=solid]; "31 quantize_per_tensor_default_3" -> "32 dequantize_per_tensor_default_3" [label="(1, 64, 56, 56)", style=solid]; "32 dequantize_per_tensor_default_3" -> "33 add_" [label="(1, 64, 56, 56)", style=solid]; @@ -289,26 +289,26 @@ strict digraph { "35 quantize_per_tensor_default_4" -> "37 dequantize_per_tensor_default_4" [label="(1, 64, 56, 56)", style=solid]; "36 dequantize_per_tensor_default_5" -> "57 add__1" [label="(1, 64, 56, 56)", style=solid]; "37 dequantize_per_tensor_default_4" -> "44 conv2d_3" [label="(1, 64, 56, 56)", style=solid]; -"38 layer1_1_conv1_weight_bias" -> "44 conv2d_3" [label="(64,)", style=solid]; -"39 conv2d_3_scale_0" -> "42 quantize_per_channel_default_3" [label="(64,)", style=solid]; -"39 conv2d_3_scale_0" -> "43 dequantize_per_channel_default_3" [label="(64,)", style=solid]; -"40 conv2d_3_zero_point_0" -> "42 quantize_per_channel_default_3" [label="(64,)", style=solid]; -"40 conv2d_3_zero_point_0" -> "43 dequantize_per_channel_default_3" [label="(64,)", style=solid]; -"41 compressed_weight_updated_constant3" -> "42 quantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; -"42 quantize_per_channel_default_3" -> "43 dequantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; -"43 dequantize_per_channel_default_3" -> "44 conv2d_3" [label="(64, 64, 3, 3)", style=solid]; +"38 conv2d_3_scale_0" -> "41 quantize_per_channel_default_3" [label="(64,)", style=solid]; +"38 conv2d_3_scale_0" -> "42 dequantize_per_channel_default_3" [label="(64,)", style=solid]; +"39 conv2d_3_zero_point_0" -> "41 quantize_per_channel_default_3" [label="(64,)", style=solid]; +"39 conv2d_3_zero_point_0" -> "42 dequantize_per_channel_default_3" [label="(64,)", style=solid]; +"40 compressed_weight_updated_constant3" -> "41 quantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; +"41 quantize_per_channel_default_3" -> "42 dequantize_per_channel_default_3" [label="(64, 64, 3, 3)", style=solid]; +"42 dequantize_per_channel_default_3" -> "44 conv2d_3" [label="(64, 64, 3, 3)", style=solid]; +"43 layer1_1_conv1_weight_bias_0_0" -> "44 conv2d_3" [label="(64,)", style=solid]; "44 conv2d_3" -> "45 relu__3" [label="(1, 64, 56, 56)", style=solid]; "45 relu__3" -> "46 quantize_per_tensor_default_5" [label="(1, 64, 56, 56)", style=solid]; "46 quantize_per_tensor_default_5" -> "47 dequantize_per_tensor_default_6" [label="(1, 64, 56, 56)", style=solid]; "47 dequantize_per_tensor_default_6" -> "54 conv2d_4" [label="(1, 64, 56, 56)", style=solid]; -"48 layer1_1_conv2_weight_bias" -> "54 conv2d_4" [label="(64,)", style=solid]; -"49 conv2d_4_scale_0" -> "52 quantize_per_channel_default_4" [label="(64,)", style=solid]; -"49 conv2d_4_scale_0" -> "53 dequantize_per_channel_default_4" [label="(64,)", style=solid]; -"50 conv2d_4_zero_point_0" -> "52 quantize_per_channel_default_4" [label="(64,)", style=solid]; -"50 conv2d_4_zero_point_0" -> "53 dequantize_per_channel_default_4" [label="(64,)", style=solid]; -"51 compressed_weight_updated_constant4" -> "52 quantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; -"52 quantize_per_channel_default_4" -> "53 dequantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; -"53 dequantize_per_channel_default_4" -> "54 conv2d_4" [label="(64, 64, 3, 3)", style=solid]; +"48 conv2d_4_scale_0" -> "51 quantize_per_channel_default_4" [label="(64,)", style=solid]; +"48 conv2d_4_scale_0" -> "52 dequantize_per_channel_default_4" [label="(64,)", style=solid]; +"49 conv2d_4_zero_point_0" -> "51 quantize_per_channel_default_4" [label="(64,)", style=solid]; +"49 conv2d_4_zero_point_0" -> "52 dequantize_per_channel_default_4" [label="(64,)", style=solid]; +"50 compressed_weight_updated_constant4" -> "51 quantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; +"51 quantize_per_channel_default_4" -> "52 dequantize_per_channel_default_4" [label="(64, 64, 3, 3)", style=solid]; +"52 dequantize_per_channel_default_4" -> "54 conv2d_4" [label="(64, 64, 3, 3)", style=solid]; +"53 layer1_1_conv2_weight_bias_0_0" -> "54 conv2d_4" [label="(64,)", style=solid]; "54 conv2d_4" -> "55 quantize_per_tensor_default_6" [label="(1, 64, 56, 56)", style=solid]; "55 quantize_per_tensor_default_6" -> "56 dequantize_per_tensor_default_7" [label="(1, 64, 56, 56)", style=solid]; "56 dequantize_per_tensor_default_7" -> "57 add__1" [label="(1, 64, 56, 56)", style=solid]; @@ -318,37 +318,37 @@ strict digraph { "59 quantize_per_tensor_default_7" -> "61 dequantize_per_tensor_default_8" [label="(1, 64, 56, 56)", style=solid]; "60 dequantize_per_tensor_default_9" -> "87 conv2d_7" [label="(1, 64, 56, 56)", style=solid]; "61 dequantize_per_tensor_default_8" -> "68 conv2d_5" [label="(1, 64, 56, 56)", style=solid]; -"62 layer2_0_conv1_weight_bias" -> "68 conv2d_5" [label="(128,)", style=solid]; -"63 conv2d_5_scale_0" -> "66 quantize_per_channel_default_5" [label="(128,)", style=solid]; -"63 conv2d_5_scale_0" -> "67 dequantize_per_channel_default_5" [label="(128,)", style=solid]; -"64 conv2d_5_zero_point_0" -> "66 quantize_per_channel_default_5" [label="(128,)", style=solid]; -"64 conv2d_5_zero_point_0" -> "67 dequantize_per_channel_default_5" [label="(128,)", style=solid]; -"65 compressed_weight_updated_constant5" -> "66 quantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; -"66 quantize_per_channel_default_5" -> "67 dequantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; -"67 dequantize_per_channel_default_5" -> "68 conv2d_5" [label="(128, 64, 3, 3)", style=solid]; +"62 conv2d_5_scale_0" -> "65 quantize_per_channel_default_5" [label="(128,)", style=solid]; +"62 conv2d_5_scale_0" -> "66 dequantize_per_channel_default_5" [label="(128,)", style=solid]; +"63 conv2d_5_zero_point_0" -> "65 quantize_per_channel_default_5" [label="(128,)", style=solid]; +"63 conv2d_5_zero_point_0" -> "66 dequantize_per_channel_default_5" [label="(128,)", style=solid]; +"64 compressed_weight_updated_constant5" -> "65 quantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; +"65 quantize_per_channel_default_5" -> "66 dequantize_per_channel_default_5" [label="(128, 64, 3, 3)", style=solid]; +"66 dequantize_per_channel_default_5" -> "68 conv2d_5" [label="(128, 64, 3, 3)", style=solid]; +"67 layer2_0_conv1_weight_bias_0_0" -> "68 conv2d_5" [label="(128,)", style=solid]; "68 conv2d_5" -> "69 relu__5" [label="(1, 128, 28, 28)", style=solid]; "69 relu__5" -> "70 quantize_per_tensor_default_8" [label="(1, 128, 28, 28)", style=solid]; "70 quantize_per_tensor_default_8" -> "71 dequantize_per_tensor_default_10" [label="(1, 128, 28, 28)", style=solid]; "71 dequantize_per_tensor_default_10" -> "78 conv2d_6" [label="(1, 128, 28, 28)", style=solid]; -"72 layer2_0_conv2_weight_bias" -> "78 conv2d_6" [label="(128,)", style=solid]; -"73 conv2d_6_scale_0" -> "76 quantize_per_channel_default_6" [label="(128,)", style=solid]; -"73 conv2d_6_scale_0" -> "77 dequantize_per_channel_default_6" [label="(128,)", style=solid]; -"74 conv2d_6_zero_point_0" -> "76 quantize_per_channel_default_6" [label="(128,)", style=solid]; -"74 conv2d_6_zero_point_0" -> "77 dequantize_per_channel_default_6" [label="(128,)", style=solid]; -"75 compressed_weight_updated_constant6" -> "76 quantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; -"76 quantize_per_channel_default_6" -> "77 dequantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; -"77 dequantize_per_channel_default_6" -> "78 conv2d_6" [label="(128, 128, 3, 3)", style=solid]; +"72 conv2d_6_scale_0" -> "75 quantize_per_channel_default_6" [label="(128,)", style=solid]; +"72 conv2d_6_scale_0" -> "76 dequantize_per_channel_default_6" [label="(128,)", style=solid]; +"73 conv2d_6_zero_point_0" -> "75 quantize_per_channel_default_6" [label="(128,)", style=solid]; +"73 conv2d_6_zero_point_0" -> "76 dequantize_per_channel_default_6" [label="(128,)", style=solid]; +"74 compressed_weight_updated_constant6" -> "75 quantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; +"75 quantize_per_channel_default_6" -> "76 dequantize_per_channel_default_6" [label="(128, 128, 3, 3)", style=solid]; +"76 dequantize_per_channel_default_6" -> "78 conv2d_6" [label="(128, 128, 3, 3)", style=solid]; +"77 layer2_0_conv2_weight_bias_0_0" -> "78 conv2d_6" [label="(128,)", style=solid]; "78 conv2d_6" -> "79 quantize_per_tensor_default_9" [label="(1, 128, 28, 28)", style=solid]; "79 quantize_per_tensor_default_9" -> "80 dequantize_per_tensor_default_11" [label="(1, 128, 28, 28)", style=solid]; "80 dequantize_per_tensor_default_11" -> "90 add__2" [label="(1, 128, 28, 28)", style=solid]; -"81 layer2_0_downsample_0_weight_bias" -> "87 conv2d_7" [label="(128,)", style=solid]; -"82 conv2d_7_scale_0" -> "85 quantize_per_channel_default_7" [label="(128,)", style=solid]; -"82 conv2d_7_scale_0" -> "86 dequantize_per_channel_default_7" [label="(128,)", style=solid]; -"83 conv2d_7_zero_point_0" -> "85 quantize_per_channel_default_7" [label="(128,)", style=solid]; -"83 conv2d_7_zero_point_0" -> "86 dequantize_per_channel_default_7" [label="(128,)", style=solid]; -"84 compressed_weight_updated_constant7" -> "85 quantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; -"85 quantize_per_channel_default_7" -> "86 dequantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; -"86 dequantize_per_channel_default_7" -> "87 conv2d_7" [label="(128, 64, 1, 1)", style=solid]; +"81 conv2d_7_scale_0" -> "84 quantize_per_channel_default_7" [label="(128,)", style=solid]; +"81 conv2d_7_scale_0" -> "85 dequantize_per_channel_default_7" [label="(128,)", style=solid]; +"82 conv2d_7_zero_point_0" -> "84 quantize_per_channel_default_7" [label="(128,)", style=solid]; +"82 conv2d_7_zero_point_0" -> "85 dequantize_per_channel_default_7" [label="(128,)", style=solid]; +"83 compressed_weight_updated_constant7" -> "84 quantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; +"84 quantize_per_channel_default_7" -> "85 dequantize_per_channel_default_7" [label="(128, 64, 1, 1)", style=solid]; +"85 dequantize_per_channel_default_7" -> "87 conv2d_7" [label="(128, 64, 1, 1)", style=solid]; +"86 layer2_0_downsample_0_weight_bias_0_0" -> "87 conv2d_7" [label="(128,)", style=solid]; "87 conv2d_7" -> "88 quantize_per_tensor_default_10" [label="(1, 128, 28, 28)", style=solid]; "88 quantize_per_tensor_default_10" -> "89 dequantize_per_tensor_default_12" [label="(1, 128, 28, 28)", style=solid]; "89 dequantize_per_tensor_default_12" -> "90 add__2" [label="(1, 128, 28, 28)", style=solid]; @@ -358,26 +358,26 @@ strict digraph { "92 quantize_per_tensor_default_11" -> "94 dequantize_per_tensor_default_13" [label="(1, 128, 28, 28)", style=solid]; "93 dequantize_per_tensor_default_14" -> "114 add__3" [label="(1, 128, 28, 28)", style=solid]; "94 dequantize_per_tensor_default_13" -> "101 conv2d_8" [label="(1, 128, 28, 28)", style=solid]; -"95 layer2_1_conv1_weight_bias" -> "101 conv2d_8" [label="(128,)", style=solid]; -"96 conv2d_8_scale_0" -> "99 quantize_per_channel_default_8" [label="(128,)", style=solid]; -"96 conv2d_8_scale_0" -> "100 dequantize_per_channel_default_8" [label="(128,)", style=solid]; -"97 conv2d_8_zero_point_0" -> "99 quantize_per_channel_default_8" [label="(128,)", style=solid]; -"97 conv2d_8_zero_point_0" -> "100 dequantize_per_channel_default_8" [label="(128,)", style=solid]; -"98 compressed_weight_updated_constant8" -> "99 quantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; -"99 quantize_per_channel_default_8" -> "100 dequantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; -"100 dequantize_per_channel_default_8" -> "101 conv2d_8" [label="(128, 128, 3, 3)", style=solid]; +"95 conv2d_8_scale_0" -> "98 quantize_per_channel_default_8" [label="(128,)", style=solid]; +"95 conv2d_8_scale_0" -> "99 dequantize_per_channel_default_8" [label="(128,)", style=solid]; +"96 conv2d_8_zero_point_0" -> "98 quantize_per_channel_default_8" [label="(128,)", style=solid]; +"96 conv2d_8_zero_point_0" -> "99 dequantize_per_channel_default_8" [label="(128,)", style=solid]; +"97 compressed_weight_updated_constant8" -> "98 quantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; +"98 quantize_per_channel_default_8" -> "99 dequantize_per_channel_default_8" [label="(128, 128, 3, 3)", style=solid]; +"99 dequantize_per_channel_default_8" -> "101 conv2d_8" [label="(128, 128, 3, 3)", style=solid]; +"100 layer2_1_conv1_weight_bias_0_0" -> "101 conv2d_8" [label="(128,)", style=solid]; "101 conv2d_8" -> "102 relu__7" [label="(1, 128, 28, 28)", style=solid]; "102 relu__7" -> "103 quantize_per_tensor_default_12" [label="(1, 128, 28, 28)", style=solid]; "103 quantize_per_tensor_default_12" -> "104 dequantize_per_tensor_default_15" [label="(1, 128, 28, 28)", style=solid]; "104 dequantize_per_tensor_default_15" -> "111 conv2d_9" [label="(1, 128, 28, 28)", style=solid]; -"105 layer2_1_conv2_weight_bias" -> "111 conv2d_9" [label="(128,)", style=solid]; -"106 conv2d_9_scale_0" -> "109 quantize_per_channel_default_9" [label="(128,)", style=solid]; -"106 conv2d_9_scale_0" -> "110 dequantize_per_channel_default_9" [label="(128,)", style=solid]; -"107 conv2d_9_zero_point_0" -> "109 quantize_per_channel_default_9" [label="(128,)", style=solid]; -"107 conv2d_9_zero_point_0" -> "110 dequantize_per_channel_default_9" [label="(128,)", style=solid]; -"108 compressed_weight_updated_constant9" -> "109 quantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; -"109 quantize_per_channel_default_9" -> "110 dequantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; -"110 dequantize_per_channel_default_9" -> "111 conv2d_9" [label="(128, 128, 3, 3)", style=solid]; +"105 conv2d_9_scale_0" -> "108 quantize_per_channel_default_9" [label="(128,)", style=solid]; +"105 conv2d_9_scale_0" -> "109 dequantize_per_channel_default_9" [label="(128,)", style=solid]; +"106 conv2d_9_zero_point_0" -> "108 quantize_per_channel_default_9" [label="(128,)", style=solid]; +"106 conv2d_9_zero_point_0" -> "109 dequantize_per_channel_default_9" [label="(128,)", style=solid]; +"107 compressed_weight_updated_constant9" -> "108 quantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; +"108 quantize_per_channel_default_9" -> "109 dequantize_per_channel_default_9" [label="(128, 128, 3, 3)", style=solid]; +"109 dequantize_per_channel_default_9" -> "111 conv2d_9" [label="(128, 128, 3, 3)", style=solid]; +"110 layer2_1_conv2_weight_bias_0_0" -> "111 conv2d_9" [label="(128,)", style=solid]; "111 conv2d_9" -> "112 quantize_per_tensor_default_13" [label="(1, 128, 28, 28)", style=solid]; "112 quantize_per_tensor_default_13" -> "113 dequantize_per_tensor_default_16" [label="(1, 128, 28, 28)", style=solid]; "113 dequantize_per_tensor_default_16" -> "114 add__3" [label="(1, 128, 28, 28)", style=solid]; @@ -387,37 +387,37 @@ strict digraph { "116 quantize_per_tensor_default_14" -> "118 dequantize_per_tensor_default_17" [label="(1, 128, 28, 28)", style=solid]; "117 dequantize_per_tensor_default_18" -> "144 conv2d_12" [label="(1, 128, 28, 28)", style=solid]; "118 dequantize_per_tensor_default_17" -> "125 conv2d_10" [label="(1, 128, 28, 28)", style=solid]; -"119 layer3_0_conv1_weight_bias" -> "125 conv2d_10" [label="(256,)", style=solid]; -"120 conv2d_10_scale_0" -> "123 quantize_per_channel_default_10" [label="(256,)", style=solid]; -"120 conv2d_10_scale_0" -> "124 dequantize_per_channel_default_10" [label="(256,)", style=solid]; -"121 conv2d_10_zero_point_0" -> "123 quantize_per_channel_default_10" [label="(256,)", style=solid]; -"121 conv2d_10_zero_point_0" -> "124 dequantize_per_channel_default_10" [label="(256,)", style=solid]; -"122 compressed_weight_updated_constant10" -> "123 quantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; -"123 quantize_per_channel_default_10" -> "124 dequantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; -"124 dequantize_per_channel_default_10" -> "125 conv2d_10" [label="(256, 128, 3, 3)", style=solid]; +"119 conv2d_10_scale_0" -> "122 quantize_per_channel_default_10" [label="(256,)", style=solid]; +"119 conv2d_10_scale_0" -> "123 dequantize_per_channel_default_10" [label="(256,)", style=solid]; +"120 conv2d_10_zero_point_0" -> "122 quantize_per_channel_default_10" [label="(256,)", style=solid]; +"120 conv2d_10_zero_point_0" -> "123 dequantize_per_channel_default_10" [label="(256,)", style=solid]; +"121 compressed_weight_updated_constant10" -> "122 quantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; +"122 quantize_per_channel_default_10" -> "123 dequantize_per_channel_default_10" [label="(256, 128, 3, 3)", style=solid]; +"123 dequantize_per_channel_default_10" -> "125 conv2d_10" [label="(256, 128, 3, 3)", style=solid]; +"124 layer3_0_conv1_weight_bias_0_0" -> "125 conv2d_10" [label="(256,)", style=solid]; "125 conv2d_10" -> "126 relu__9" [label="(1, 256, 14, 14)", style=solid]; "126 relu__9" -> "127 quantize_per_tensor_default_15" [label="(1, 256, 14, 14)", style=solid]; "127 quantize_per_tensor_default_15" -> "128 dequantize_per_tensor_default_19" [label="(1, 256, 14, 14)", style=solid]; "128 dequantize_per_tensor_default_19" -> "135 conv2d_11" [label="(1, 256, 14, 14)", style=solid]; -"129 layer3_0_conv2_weight_bias" -> "135 conv2d_11" [label="(256,)", style=solid]; -"130 conv2d_11_scale_0" -> "133 quantize_per_channel_default_11" [label="(256,)", style=solid]; -"130 conv2d_11_scale_0" -> "134 dequantize_per_channel_default_11" [label="(256,)", style=solid]; -"131 conv2d_11_zero_point_0" -> "133 quantize_per_channel_default_11" [label="(256,)", style=solid]; -"131 conv2d_11_zero_point_0" -> "134 dequantize_per_channel_default_11" [label="(256,)", style=solid]; -"132 compressed_weight_updated_constant11" -> "133 quantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; -"133 quantize_per_channel_default_11" -> "134 dequantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; -"134 dequantize_per_channel_default_11" -> "135 conv2d_11" [label="(256, 256, 3, 3)", style=solid]; +"129 conv2d_11_scale_0" -> "132 quantize_per_channel_default_11" [label="(256,)", style=solid]; +"129 conv2d_11_scale_0" -> "133 dequantize_per_channel_default_11" [label="(256,)", style=solid]; +"130 conv2d_11_zero_point_0" -> "132 quantize_per_channel_default_11" [label="(256,)", style=solid]; +"130 conv2d_11_zero_point_0" -> "133 dequantize_per_channel_default_11" [label="(256,)", style=solid]; +"131 compressed_weight_updated_constant11" -> "132 quantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; +"132 quantize_per_channel_default_11" -> "133 dequantize_per_channel_default_11" [label="(256, 256, 3, 3)", style=solid]; +"133 dequantize_per_channel_default_11" -> "135 conv2d_11" [label="(256, 256, 3, 3)", style=solid]; +"134 layer3_0_conv2_weight_bias_0_0" -> "135 conv2d_11" [label="(256,)", style=solid]; "135 conv2d_11" -> "136 quantize_per_tensor_default_16" [label="(1, 256, 14, 14)", style=solid]; "136 quantize_per_tensor_default_16" -> "137 dequantize_per_tensor_default_20" [label="(1, 256, 14, 14)", style=solid]; "137 dequantize_per_tensor_default_20" -> "147 add__4" [label="(1, 256, 14, 14)", style=solid]; -"138 layer3_0_downsample_0_weight_bias" -> "144 conv2d_12" [label="(256,)", style=solid]; -"139 conv2d_12_scale_0" -> "142 quantize_per_channel_default_12" [label="(256,)", style=solid]; -"139 conv2d_12_scale_0" -> "143 dequantize_per_channel_default_12" [label="(256,)", style=solid]; -"140 conv2d_12_zero_point_0" -> "142 quantize_per_channel_default_12" [label="(256,)", style=solid]; -"140 conv2d_12_zero_point_0" -> "143 dequantize_per_channel_default_12" [label="(256,)", style=solid]; -"141 compressed_weight_updated_constant12" -> "142 quantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; -"142 quantize_per_channel_default_12" -> "143 dequantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; -"143 dequantize_per_channel_default_12" -> "144 conv2d_12" [label="(256, 128, 1, 1)", style=solid]; +"138 conv2d_12_scale_0" -> "141 quantize_per_channel_default_12" [label="(256,)", style=solid]; +"138 conv2d_12_scale_0" -> "142 dequantize_per_channel_default_12" [label="(256,)", style=solid]; +"139 conv2d_12_zero_point_0" -> "141 quantize_per_channel_default_12" [label="(256,)", style=solid]; +"139 conv2d_12_zero_point_0" -> "142 dequantize_per_channel_default_12" [label="(256,)", style=solid]; +"140 compressed_weight_updated_constant12" -> "141 quantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; +"141 quantize_per_channel_default_12" -> "142 dequantize_per_channel_default_12" [label="(256, 128, 1, 1)", style=solid]; +"142 dequantize_per_channel_default_12" -> "144 conv2d_12" [label="(256, 128, 1, 1)", style=solid]; +"143 layer3_0_downsample_0_weight_bias_0_0" -> "144 conv2d_12" [label="(256,)", style=solid]; "144 conv2d_12" -> "145 quantize_per_tensor_default_17" [label="(1, 256, 14, 14)", style=solid]; "145 quantize_per_tensor_default_17" -> "146 dequantize_per_tensor_default_21" [label="(1, 256, 14, 14)", style=solid]; "146 dequantize_per_tensor_default_21" -> "147 add__4" [label="(1, 256, 14, 14)", style=solid]; @@ -427,26 +427,26 @@ strict digraph { "149 quantize_per_tensor_default_18" -> "151 dequantize_per_tensor_default_22" [label="(1, 256, 14, 14)", style=solid]; "150 dequantize_per_tensor_default_23" -> "171 add__5" [label="(1, 256, 14, 14)", style=solid]; "151 dequantize_per_tensor_default_22" -> "158 conv2d_13" [label="(1, 256, 14, 14)", style=solid]; -"152 layer3_1_conv1_weight_bias" -> "158 conv2d_13" [label="(256,)", style=solid]; -"153 conv2d_13_scale_0" -> "156 quantize_per_channel_default_13" [label="(256,)", style=solid]; -"153 conv2d_13_scale_0" -> "157 dequantize_per_channel_default_13" [label="(256,)", style=solid]; -"154 conv2d_13_zero_point_0" -> "156 quantize_per_channel_default_13" [label="(256,)", style=solid]; -"154 conv2d_13_zero_point_0" -> "157 dequantize_per_channel_default_13" [label="(256,)", style=solid]; -"155 compressed_weight_updated_constant13" -> "156 quantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; -"156 quantize_per_channel_default_13" -> "157 dequantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; -"157 dequantize_per_channel_default_13" -> "158 conv2d_13" [label="(256, 256, 3, 3)", style=solid]; +"152 conv2d_13_scale_0" -> "155 quantize_per_channel_default_13" [label="(256,)", style=solid]; +"152 conv2d_13_scale_0" -> "156 dequantize_per_channel_default_13" [label="(256,)", style=solid]; +"153 conv2d_13_zero_point_0" -> "155 quantize_per_channel_default_13" [label="(256,)", style=solid]; +"153 conv2d_13_zero_point_0" -> "156 dequantize_per_channel_default_13" [label="(256,)", style=solid]; +"154 compressed_weight_updated_constant13" -> "155 quantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; +"155 quantize_per_channel_default_13" -> "156 dequantize_per_channel_default_13" [label="(256, 256, 3, 3)", style=solid]; +"156 dequantize_per_channel_default_13" -> "158 conv2d_13" [label="(256, 256, 3, 3)", style=solid]; +"157 layer3_1_conv1_weight_bias_0_0" -> "158 conv2d_13" [label="(256,)", style=solid]; "158 conv2d_13" -> "159 relu__11" [label="(1, 256, 14, 14)", style=solid]; "159 relu__11" -> "160 quantize_per_tensor_default_19" [label="(1, 256, 14, 14)", style=solid]; "160 quantize_per_tensor_default_19" -> "161 dequantize_per_tensor_default_24" [label="(1, 256, 14, 14)", style=solid]; "161 dequantize_per_tensor_default_24" -> "168 conv2d_14" [label="(1, 256, 14, 14)", style=solid]; -"162 layer3_1_conv2_weight_bias" -> "168 conv2d_14" [label="(256,)", style=solid]; -"163 conv2d_14_scale_0" -> "166 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"163 conv2d_14_scale_0" -> "167 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"164 conv2d_14_zero_point_0" -> "166 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"164 conv2d_14_zero_point_0" -> "167 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"165 compressed_weight_updated_constant14" -> "166 quantize_per_channel_default_14" [label="(256, 256, 3, 3)", style=solid]; -"166 quantize_per_channel_default_14" -> "167 dequantize_per_channel_default_14" [label="(256, 256, 3, 3)", style=solid]; -"167 dequantize_per_channel_default_14" -> "168 conv2d_14" [label="(256, 256, 3, 3)", style=solid]; +"162 conv2d_14_scale_0" -> "165 quantize_per_channel_default_14" [label="(256,)", style=solid]; +"162 conv2d_14_scale_0" -> "166 dequantize_per_channel_default_14" [label="(256,)", style=solid]; +"163 conv2d_14_zero_point_0" -> "165 quantize_per_channel_default_14" [label="(256,)", style=solid]; +"163 conv2d_14_zero_point_0" -> "166 dequantize_per_channel_default_14" [label="(256,)", style=solid]; +"164 compressed_weight_updated_constant14" -> "165 quantize_per_channel_default_14" [label="(256, 256, 3, 3)", style=solid]; +"165 quantize_per_channel_default_14" -> "166 dequantize_per_channel_default_14" [label="(256, 256, 3, 3)", style=solid]; +"166 dequantize_per_channel_default_14" -> "168 conv2d_14" [label="(256, 256, 3, 3)", style=solid]; +"167 layer3_1_conv2_weight_bias_0_0" -> "168 conv2d_14" [label="(256,)", style=solid]; "168 conv2d_14" -> "169 quantize_per_tensor_default_20" [label="(1, 256, 14, 14)", style=solid]; "169 quantize_per_tensor_default_20" -> "170 dequantize_per_tensor_default_25" [label="(1, 256, 14, 14)", style=solid]; "170 dequantize_per_tensor_default_25" -> "171 add__5" [label="(1, 256, 14, 14)", style=solid]; @@ -456,37 +456,37 @@ strict digraph { "173 quantize_per_tensor_default_21" -> "175 dequantize_per_tensor_default_26" [label="(1, 256, 14, 14)", style=solid]; "174 dequantize_per_tensor_default_27" -> "201 conv2d_17" [label="(1, 256, 14, 14)", style=solid]; "175 dequantize_per_tensor_default_26" -> "182 conv2d_15" [label="(1, 256, 14, 14)", style=solid]; -"176 layer4_0_conv1_weight_bias" -> "182 conv2d_15" [label="(512,)", style=solid]; -"177 conv2d_15_scale_0" -> "180 quantize_per_channel_default_15" [label="(512,)", style=solid]; -"177 conv2d_15_scale_0" -> "181 dequantize_per_channel_default_15" [label="(512,)", style=solid]; -"178 conv2d_15_zero_point_0" -> "180 quantize_per_channel_default_15" [label="(512,)", style=solid]; -"178 conv2d_15_zero_point_0" -> "181 dequantize_per_channel_default_15" [label="(512,)", style=solid]; -"179 compressed_weight_updated_constant15" -> "180 quantize_per_channel_default_15" [label="(512, 256, 3, 3)", style=solid]; -"180 quantize_per_channel_default_15" -> "181 dequantize_per_channel_default_15" [label="(512, 256, 3, 3)", style=solid]; -"181 dequantize_per_channel_default_15" -> "182 conv2d_15" [label="(512, 256, 3, 3)", style=solid]; +"176 conv2d_15_scale_0" -> "179 quantize_per_channel_default_15" [label="(512,)", style=solid]; +"176 conv2d_15_scale_0" -> "180 dequantize_per_channel_default_15" [label="(512,)", style=solid]; +"177 conv2d_15_zero_point_0" -> "179 quantize_per_channel_default_15" [label="(512,)", style=solid]; +"177 conv2d_15_zero_point_0" -> "180 dequantize_per_channel_default_15" [label="(512,)", style=solid]; +"178 compressed_weight_updated_constant15" -> "179 quantize_per_channel_default_15" [label="(512, 256, 3, 3)", style=solid]; +"179 quantize_per_channel_default_15" -> "180 dequantize_per_channel_default_15" [label="(512, 256, 3, 3)", style=solid]; +"180 dequantize_per_channel_default_15" -> "182 conv2d_15" [label="(512, 256, 3, 3)", style=solid]; +"181 layer4_0_conv1_weight_bias_0_0" -> "182 conv2d_15" [label="(512,)", style=solid]; "182 conv2d_15" -> "183 relu__13" [label="(1, 512, 7, 7)", style=solid]; "183 relu__13" -> "184 quantize_per_tensor_default_22" [label="(1, 512, 7, 7)", style=solid]; "184 quantize_per_tensor_default_22" -> "185 dequantize_per_tensor_default_28" [label="(1, 512, 7, 7)", style=solid]; "185 dequantize_per_tensor_default_28" -> "192 conv2d_16" [label="(1, 512, 7, 7)", style=solid]; -"186 layer4_0_conv2_weight_bias" -> "192 conv2d_16" [label="(512,)", style=solid]; -"187 conv2d_16_scale_0" -> "190 quantize_per_channel_default_16" [label="(512,)", style=solid]; -"187 conv2d_16_scale_0" -> "191 dequantize_per_channel_default_16" [label="(512,)", style=solid]; -"188 conv2d_16_zero_point_0" -> "190 quantize_per_channel_default_16" [label="(512,)", style=solid]; -"188 conv2d_16_zero_point_0" -> "191 dequantize_per_channel_default_16" [label="(512,)", style=solid]; -"189 compressed_weight_updated_constant16" -> "190 quantize_per_channel_default_16" [label="(512, 512, 3, 3)", style=solid]; -"190 quantize_per_channel_default_16" -> "191 dequantize_per_channel_default_16" [label="(512, 512, 3, 3)", style=solid]; -"191 dequantize_per_channel_default_16" -> "192 conv2d_16" [label="(512, 512, 3, 3)", style=solid]; +"186 conv2d_16_scale_0" -> "189 quantize_per_channel_default_16" [label="(512,)", style=solid]; +"186 conv2d_16_scale_0" -> "190 dequantize_per_channel_default_16" [label="(512,)", style=solid]; +"187 conv2d_16_zero_point_0" -> "189 quantize_per_channel_default_16" [label="(512,)", style=solid]; +"187 conv2d_16_zero_point_0" -> "190 dequantize_per_channel_default_16" [label="(512,)", style=solid]; +"188 compressed_weight_updated_constant16" -> "189 quantize_per_channel_default_16" [label="(512, 512, 3, 3)", style=solid]; +"189 quantize_per_channel_default_16" -> "190 dequantize_per_channel_default_16" [label="(512, 512, 3, 3)", style=solid]; +"190 dequantize_per_channel_default_16" -> "192 conv2d_16" [label="(512, 512, 3, 3)", style=solid]; +"191 layer4_0_conv2_weight_bias_0_0" -> "192 conv2d_16" [label="(512,)", style=solid]; "192 conv2d_16" -> "193 quantize_per_tensor_default_23" [label="(1, 512, 7, 7)", style=solid]; "193 quantize_per_tensor_default_23" -> "194 dequantize_per_tensor_default_29" [label="(1, 512, 7, 7)", style=solid]; "194 dequantize_per_tensor_default_29" -> "204 add__6" [label="(1, 512, 7, 7)", style=solid]; -"195 layer4_0_downsample_0_weight_bias" -> "201 conv2d_17" [label="(512,)", style=solid]; -"196 conv2d_17_scale_0" -> "199 quantize_per_channel_default_17" [label="(512,)", style=solid]; -"196 conv2d_17_scale_0" -> "200 dequantize_per_channel_default_17" [label="(512,)", style=solid]; -"197 conv2d_17_zero_point_0" -> "199 quantize_per_channel_default_17" [label="(512,)", style=solid]; -"197 conv2d_17_zero_point_0" -> "200 dequantize_per_channel_default_17" [label="(512,)", style=solid]; -"198 compressed_weight_updated_constant17" -> "199 quantize_per_channel_default_17" [label="(512, 256, 1, 1)", style=solid]; -"199 quantize_per_channel_default_17" -> "200 dequantize_per_channel_default_17" [label="(512, 256, 1, 1)", style=solid]; -"200 dequantize_per_channel_default_17" -> "201 conv2d_17" [label="(512, 256, 1, 1)", style=solid]; +"195 conv2d_17_scale_0" -> "198 quantize_per_channel_default_17" [label="(512,)", style=solid]; +"195 conv2d_17_scale_0" -> "199 dequantize_per_channel_default_17" [label="(512,)", style=solid]; +"196 conv2d_17_zero_point_0" -> "198 quantize_per_channel_default_17" [label="(512,)", style=solid]; +"196 conv2d_17_zero_point_0" -> "199 dequantize_per_channel_default_17" [label="(512,)", style=solid]; +"197 compressed_weight_updated_constant17" -> "198 quantize_per_channel_default_17" [label="(512, 256, 1, 1)", style=solid]; +"198 quantize_per_channel_default_17" -> "199 dequantize_per_channel_default_17" [label="(512, 256, 1, 1)", style=solid]; +"199 dequantize_per_channel_default_17" -> "201 conv2d_17" [label="(512, 256, 1, 1)", style=solid]; +"200 layer4_0_downsample_0_weight_bias_0_0" -> "201 conv2d_17" [label="(512,)", style=solid]; "201 conv2d_17" -> "202 quantize_per_tensor_default_24" [label="(1, 512, 7, 7)", style=solid]; "202 quantize_per_tensor_default_24" -> "203 dequantize_per_tensor_default_30" [label="(1, 512, 7, 7)", style=solid]; "203 dequantize_per_tensor_default_30" -> "204 add__6" [label="(1, 512, 7, 7)", style=solid]; @@ -496,26 +496,26 @@ strict digraph { "206 quantize_per_tensor_default_25" -> "208 dequantize_per_tensor_default_31" [label="(1, 512, 7, 7)", style=solid]; "207 dequantize_per_tensor_default_32" -> "228 add__7" [label="(1, 512, 7, 7)", style=solid]; "208 dequantize_per_tensor_default_31" -> "215 conv2d_18" [label="(1, 512, 7, 7)", style=solid]; -"209 layer4_1_conv1_weight_bias" -> "215 conv2d_18" [label="(512,)", style=solid]; -"210 conv2d_18_scale_0" -> "213 quantize_per_channel_default_18" [label="(512,)", style=solid]; -"210 conv2d_18_scale_0" -> "214 dequantize_per_channel_default_18" [label="(512,)", style=solid]; -"211 conv2d_18_zero_point_0" -> "213 quantize_per_channel_default_18" [label="(512,)", style=solid]; -"211 conv2d_18_zero_point_0" -> "214 dequantize_per_channel_default_18" [label="(512,)", style=solid]; -"212 compressed_weight_updated_constant18" -> "213 quantize_per_channel_default_18" [label="(512, 512, 3, 3)", style=solid]; -"213 quantize_per_channel_default_18" -> "214 dequantize_per_channel_default_18" [label="(512, 512, 3, 3)", style=solid]; -"214 dequantize_per_channel_default_18" -> "215 conv2d_18" [label="(512, 512, 3, 3)", style=solid]; +"209 conv2d_18_scale_0" -> "212 quantize_per_channel_default_18" [label="(512,)", style=solid]; +"209 conv2d_18_scale_0" -> "213 dequantize_per_channel_default_18" [label="(512,)", style=solid]; +"210 conv2d_18_zero_point_0" -> "212 quantize_per_channel_default_18" [label="(512,)", style=solid]; +"210 conv2d_18_zero_point_0" -> "213 dequantize_per_channel_default_18" [label="(512,)", style=solid]; +"211 compressed_weight_updated_constant18" -> "212 quantize_per_channel_default_18" [label="(512, 512, 3, 3)", style=solid]; +"212 quantize_per_channel_default_18" -> "213 dequantize_per_channel_default_18" [label="(512, 512, 3, 3)", style=solid]; +"213 dequantize_per_channel_default_18" -> "215 conv2d_18" [label="(512, 512, 3, 3)", style=solid]; +"214 layer4_1_conv1_weight_bias_0_0" -> "215 conv2d_18" [label="(512,)", style=solid]; "215 conv2d_18" -> "216 relu__15" [label="(1, 512, 7, 7)", style=solid]; "216 relu__15" -> "217 quantize_per_tensor_default_26" [label="(1, 512, 7, 7)", style=solid]; "217 quantize_per_tensor_default_26" -> "218 dequantize_per_tensor_default_33" [label="(1, 512, 7, 7)", style=solid]; "218 dequantize_per_tensor_default_33" -> "225 conv2d_19" [label="(1, 512, 7, 7)", style=solid]; -"219 layer4_1_conv2_weight_bias" -> "225 conv2d_19" [label="(512,)", style=solid]; -"220 conv2d_19_scale_0" -> "223 quantize_per_channel_default_19" [label="(512,)", style=solid]; -"220 conv2d_19_scale_0" -> "224 dequantize_per_channel_default_19" [label="(512,)", style=solid]; -"221 conv2d_19_zero_point_0" -> "223 quantize_per_channel_default_19" [label="(512,)", style=solid]; -"221 conv2d_19_zero_point_0" -> "224 dequantize_per_channel_default_19" [label="(512,)", style=solid]; -"222 compressed_weight_updated_constant19" -> "223 quantize_per_channel_default_19" [label="(512, 512, 3, 3)", style=solid]; -"223 quantize_per_channel_default_19" -> "224 dequantize_per_channel_default_19" [label="(512, 512, 3, 3)", style=solid]; -"224 dequantize_per_channel_default_19" -> "225 conv2d_19" [label="(512, 512, 3, 3)", style=solid]; +"219 conv2d_19_scale_0" -> "222 quantize_per_channel_default_19" [label="(512,)", style=solid]; +"219 conv2d_19_scale_0" -> "223 dequantize_per_channel_default_19" [label="(512,)", style=solid]; +"220 conv2d_19_zero_point_0" -> "222 quantize_per_channel_default_19" [label="(512,)", style=solid]; +"220 conv2d_19_zero_point_0" -> "223 dequantize_per_channel_default_19" [label="(512,)", style=solid]; +"221 compressed_weight_updated_constant19" -> "222 quantize_per_channel_default_19" [label="(512, 512, 3, 3)", style=solid]; +"222 quantize_per_channel_default_19" -> "223 dequantize_per_channel_default_19" [label="(512, 512, 3, 3)", style=solid]; +"223 dequantize_per_channel_default_19" -> "225 conv2d_19" [label="(512, 512, 3, 3)", style=solid]; +"224 layer4_1_conv2_weight_bias_0_0" -> "225 conv2d_19" [label="(512,)", style=solid]; "225 conv2d_19" -> "226 quantize_per_tensor_default_27" [label="(1, 512, 7, 7)", style=solid]; "226 quantize_per_tensor_default_27" -> "227 dequantize_per_tensor_default_34" [label="(1, 512, 7, 7)", style=solid]; "227 dequantize_per_tensor_default_34" -> "228 add__7" [label="(1, 512, 7, 7)", style=solid]; @@ -527,13 +527,13 @@ strict digraph { "233 quantize_per_tensor_default_29" -> "234 dequantize_per_tensor_default_36" [label="(1, 512, 1, 1)", style=solid]; "234 dequantize_per_tensor_default_36" -> "235 flatten" [label="(1, 512, 1, 1)", style=solid]; "235 flatten" -> "242 linear" [label="(1, 512)", style=solid]; -"236 _param_constant61" -> "242 linear" [label="(1000,)", style=solid]; -"237 linear_scale_0" -> "240 quantize_per_channel_default_20" [label="(1000,)", style=solid]; -"237 linear_scale_0" -> "241 dequantize_per_channel_default_20" [label="(1000,)", style=solid]; -"238 linear_zero_point_0" -> "240 quantize_per_channel_default_20" [label="(1000,)", style=solid]; -"238 linear_zero_point_0" -> "241 dequantize_per_channel_default_20" [label="(1000,)", style=solid]; -"239 compressed_weight_updated_constant20" -> "240 quantize_per_channel_default_20" [label="(1000, 512)", style=solid]; -"240 quantize_per_channel_default_20" -> "241 dequantize_per_channel_default_20" [label="(1000, 512)", style=solid]; -"241 dequantize_per_channel_default_20" -> "242 linear" [label="(1000, 512)", style=solid]; +"236 linear_scale_0" -> "239 quantize_per_channel_default_20" [label="(1000,)", style=solid]; +"236 linear_scale_0" -> "240 dequantize_per_channel_default_20" [label="(1000,)", style=solid]; +"237 linear_zero_point_0" -> "239 quantize_per_channel_default_20" [label="(1000,)", style=solid]; +"237 linear_zero_point_0" -> "240 dequantize_per_channel_default_20" [label="(1000,)", style=solid]; +"238 compressed_weight_updated_constant20" -> "239 quantize_per_channel_default_20" [label="(1000, 512)", style=solid]; +"239 quantize_per_channel_default_20" -> "240 dequantize_per_channel_default_20" [label="(1000, 512)", style=solid]; +"240 dequantize_per_channel_default_20" -> "242 linear" [label="(1000, 512)", style=solid]; +"241 _param_constant61_0_0" -> "242 linear" [label="(1000,)", style=solid]; "242 linear" -> "243 output" [label="(1, 1000)", style=solid]; } diff --git a/tests/torch/data/reference_graphs/fx/quantized/swin_v2_s.dot b/tests/torch/data/reference_graphs/fx/quantized/swin_v2_s.dot index 6aad3ed682b..dfd7a38bd4b 100644 --- a/tests/torch/data/reference_graphs/fx/quantized/swin_v2_s.dot +++ b/tests/torch/data/reference_graphs/fx/quantized/swin_v2_s.dot @@ -2,25 +2,25 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default" [id=2, type=dequantize_per_tensor]; -"3 _param_constant1" [id=3, type=get_attr]; -"4 conv2d_scale_0" [id=4, type=get_attr]; -"5 conv2d_zero_point_0" [id=5, type=get_attr]; -"6 compressed_weight_updated_constant0" [id=6, type=get_attr]; -"7 quantize_per_channel_default" [id=7, type=quantize_per_channel]; -"8 dequantize_per_channel_default" [id=8, type=dequantize_per_channel]; +"3 conv2d_scale_0" [id=3, type=get_attr]; +"4 conv2d_zero_point_0" [id=4, type=get_attr]; +"5 compressed_weight_updated_constant0" [id=5, type=get_attr]; +"6 quantize_per_channel_default" [id=6, type=quantize_per_channel]; +"7 dequantize_per_channel_default" [id=7, type=dequantize_per_channel]; +"8 _param_constant1_0_0" [id=8, type=get_attr]; "9 conv2d" [id=9, type=conv2d]; "10 permute" [id=10, type=permute]; "11 _param_constant2" [id=11, type=get_attr]; "12 _param_constant3" [id=12, type=get_attr]; "13 layer_norm" [id=13, type=layer_norm]; "14 _tensor_constant0" [id=14, type=get_attr]; -"15 _param_constant5" [id=15, type=get_attr]; -"16 _tensor_constant0_0_0_nncf_smooth_quant_0" [id=16, type=call_module]; -"17 linear_scale_0" [id=17, type=get_attr]; -"18 linear_zero_point_0" [id=18, type=get_attr]; -"19 compressed_weight_updated_constant1" [id=19, type=get_attr]; -"20 quantize_per_channel_default_1" [id=20, type=quantize_per_channel]; -"21 dequantize_per_channel_default_1" [id=21, type=dequantize_per_channel]; +"15 _tensor_constant0_0_0_nncf_smooth_quant_0" [id=15, type=call_module]; +"16 linear_scale_0" [id=16, type=get_attr]; +"17 linear_zero_point_0" [id=17, type=get_attr]; +"18 compressed_weight_updated_constant1" [id=18, type=get_attr]; +"19 quantize_per_channel_default_1" [id=19, type=quantize_per_channel]; +"20 dequantize_per_channel_default_1" [id=20, type=dequantize_per_channel]; +"21 _param_constant5_0_0" [id=21, type=get_attr]; "22 linear" [id=22, type=linear]; "23 relu_" [id=23, type=relu_]; "24 relu__0_0_nncf_smooth_quant_0" [id=24, type=call_module]; @@ -43,3170 +43,3146 @@ strict digraph { "41 view_2" [id=41, type=view]; "42 permute_2" [id=42, type=permute]; "43 reshape" [id=43, type=reshape]; -"44 _param_constant7" [id=44, type=get_attr]; -"45 clone" [id=45, type=clone]; -"46 reshape_0_0_nncf_smooth_quant_0" [id=46, type=call_module]; -"47 quantize_per_tensor_default_1" [id=47, type=quantize_per_tensor]; -"48 dequantize_per_tensor_default_1" [id=48, type=dequantize_per_tensor]; -"49 linear_2_scale_0" [id=49, type=get_attr]; -"50 linear_2_zero_point_0" [id=50, type=get_attr]; -"51 compressed_weight_updated_constant3" [id=51, type=get_attr]; -"52 quantize_per_channel_default_3" [id=52, type=quantize_per_channel]; -"53 dequantize_per_channel_default_3" [id=53, type=dequantize_per_channel]; -"54 linear_2" [id=54, type=linear]; -"55 reshape_1" [id=55, type=reshape]; -"56 permute_3" [id=56, type=permute]; -"57 select" [id=57, type=select]; -"58 select_1" [id=58, type=select]; -"59 select_2" [id=59, type=select]; -"60 linalg_vector_norm" [id=60, type=linalg_vector_norm]; -"61 clamp_min" [id=61, type=clamp_min]; -"62 expand_as" [id=62, type=expand_as]; -"63 div" [id=63, type=div]; -"64 quantize_per_tensor_default_2" [id=64, type=quantize_per_tensor]; -"65 dequantize_per_tensor_default_2" [id=65, type=dequantize_per_tensor]; -"66 linalg_vector_norm_1" [id=66, type=linalg_vector_norm]; -"67 clamp_min_1" [id=67, type=clamp_min]; -"68 expand_as_1" [id=68, type=expand_as]; -"69 div_1" [id=69, type=div]; -"70 quantize_per_tensor_default_3" [id=70, type=quantize_per_tensor]; -"71 dequantize_per_tensor_default_3" [id=71, type=dequantize_per_tensor]; -"72 transpose" [id=72, type=transpose]; -"73 matmul" [id=73, type=matmul]; -"74 _param_constant9" [id=74, type=get_attr]; -"75 clamp" [id=75, type=clamp]; -"76 exp" [id=76, type=exp]; -"77 mul_1" [id=77, type=mul]; -"78 add" [id=78, type=add]; -"79 softmax" [id=79, type=softmax]; -"80 dropout" [id=80, type=dropout]; -"81 matmul_1" [id=81, type=matmul]; -"82 transpose_1" [id=82, type=transpose]; -"83 reshape_2" [id=83, type=reshape]; -"84 _param_constant11" [id=84, type=get_attr]; -"85 reshape_2_0_0_nncf_smooth_quant_0" [id=85, type=call_module]; -"86 quantize_per_tensor_default_4" [id=86, type=quantize_per_tensor]; -"87 dequantize_per_tensor_default_4" [id=87, type=dequantize_per_tensor]; -"88 linear_3_scale_0" [id=88, type=get_attr]; -"89 linear_3_zero_point_0" [id=89, type=get_attr]; -"90 compressed_weight_updated_constant4" [id=90, type=get_attr]; -"91 quantize_per_channel_default_4" [id=91, type=quantize_per_channel]; -"92 dequantize_per_channel_default_4" [id=92, type=dequantize_per_channel]; -"93 linear_3" [id=93, type=linear]; -"94 dropout_1" [id=94, type=dropout]; -"95 view_3" [id=95, type=view]; -"96 permute_4" [id=96, type=permute]; -"97 reshape_3" [id=97, type=reshape]; -"98 slice_2" [id=98, type=slice]; -"99 slice_3" [id=99, type=slice]; -"100 _param_constant12" [id=100, type=get_attr]; -"101 _param_constant13" [id=101, type=get_attr]; -"102 layer_norm_1" [id=102, type=layer_norm]; -"103 add_1" [id=103, type=add]; -"104 _param_constant15" [id=104, type=get_attr]; -"105 add_1_0_0_nncf_smooth_quant_0" [id=105, type=call_module]; -"106 quantize_per_tensor_default_5" [id=106, type=quantize_per_tensor]; -"107 dequantize_per_tensor_default_5" [id=107, type=dequantize_per_tensor]; -"108 linear_4_scale_0" [id=108, type=get_attr]; -"109 linear_4_zero_point_0" [id=109, type=get_attr]; -"110 compressed_weight_updated_constant5" [id=110, type=get_attr]; -"111 quantize_per_channel_default_5" [id=111, type=quantize_per_channel]; -"112 dequantize_per_channel_default_5" [id=112, type=dequantize_per_channel]; -"113 linear_4" [id=113, type=linear]; -"114 gelu" [id=114, type=gelu]; -"115 dropout_2" [id=115, type=dropout]; -"116 _param_constant17" [id=116, type=get_attr]; -"117 dropout_2_0_0_nncf_smooth_quant_0" [id=117, type=call_module]; -"118 quantize_per_tensor_default_6" [id=118, type=quantize_per_tensor]; -"119 dequantize_per_tensor_default_6" [id=119, type=dequantize_per_tensor]; -"120 linear_5_scale_0" [id=120, type=get_attr]; -"121 linear_5_zero_point_0" [id=121, type=get_attr]; -"122 compressed_weight_updated_constant6" [id=122, type=get_attr]; -"123 quantize_per_channel_default_6" [id=123, type=quantize_per_channel]; -"124 dequantize_per_channel_default_6" [id=124, type=dequantize_per_channel]; -"125 linear_5" [id=125, type=linear]; -"126 dropout_3" [id=126, type=dropout]; -"127 _param_constant18" [id=127, type=get_attr]; -"128 _param_constant19" [id=128, type=get_attr]; -"129 layer_norm_2" [id=129, type=layer_norm]; -"130 add_2" [id=130, type=add]; -"131 _tensor_constant2" [id=131, type=get_attr]; -"132 _param_constant21" [id=132, type=get_attr]; -"133 _tensor_constant2_0_0_nncf_smooth_quant_0" [id=133, type=call_module]; -"134 linear_6_scale_0" [id=134, type=get_attr]; -"135 linear_6_zero_point_0" [id=135, type=get_attr]; -"136 compressed_weight_updated_constant7" [id=136, type=get_attr]; -"137 quantize_per_channel_default_7" [id=137, type=quantize_per_channel]; -"138 dequantize_per_channel_default_7" [id=138, type=dequantize_per_channel]; -"139 linear_6" [id=139, type=linear]; -"140 relu__1" [id=140, type=relu_]; -"141 relu__1_0_0_nncf_smooth_quant_0" [id=141, type=call_module]; -"142 linear_7_scale_0" [id=142, type=get_attr]; -"143 linear_7_zero_point_0" [id=143, type=get_attr]; -"144 compressed_weight_updated_constant8" [id=144, type=get_attr]; -"145 quantize_per_channel_default_8" [id=145, type=quantize_per_channel]; -"146 dequantize_per_channel_default_8" [id=146, type=dequantize_per_channel]; -"147 linear_7" [id=147, type=linear]; -"148 view_4" [id=148, type=view]; -"149 _tensor_constant3" [id=149, type=get_attr]; -"150 index_1" [id=150, type=index]; -"151 view_5" [id=151, type=view]; -"152 permute_5" [id=152, type=permute]; -"153 contiguous_1" [id=153, type=contiguous]; -"154 unsqueeze_1" [id=154, type=unsqueeze]; -"155 sigmoid_1" [id=155, type=sigmoid]; -"156 mul_2" [id=156, type=mul]; -"157 pad_1" [id=157, type=pad]; -"158 roll" [id=158, type=roll]; -"159 view_6" [id=159, type=view]; -"160 permute_6" [id=160, type=permute]; -"161 reshape_4" [id=161, type=reshape]; -"162 _param_constant23" [id=162, type=get_attr]; -"163 clone_1" [id=163, type=clone]; -"164 reshape_4_0_0_nncf_smooth_quant_0" [id=164, type=call_module]; -"165 quantize_per_tensor_default_7" [id=165, type=quantize_per_tensor]; -"166 dequantize_per_tensor_default_7" [id=166, type=dequantize_per_tensor]; -"167 linear_8_scale_0" [id=167, type=get_attr]; -"168 linear_8_zero_point_0" [id=168, type=get_attr]; -"169 compressed_weight_updated_constant9" [id=169, type=get_attr]; -"170 quantize_per_channel_default_9" [id=170, type=quantize_per_channel]; -"171 dequantize_per_channel_default_9" [id=171, type=dequantize_per_channel]; -"172 linear_8" [id=172, type=linear]; -"173 reshape_5" [id=173, type=reshape]; -"174 permute_7" [id=174, type=permute]; -"175 select_3" [id=175, type=select]; -"176 select_4" [id=176, type=select]; -"177 select_5" [id=177, type=select]; -"178 linalg_vector_norm_2" [id=178, type=linalg_vector_norm]; -"179 clamp_min_2" [id=179, type=clamp_min]; -"180 expand_as_2" [id=180, type=expand_as]; -"181 div_2" [id=181, type=div]; -"182 quantize_per_tensor_default_8" [id=182, type=quantize_per_tensor]; -"183 dequantize_per_tensor_default_8" [id=183, type=dequantize_per_tensor]; -"184 linalg_vector_norm_3" [id=184, type=linalg_vector_norm]; -"185 clamp_min_3" [id=185, type=clamp_min]; -"186 expand_as_3" [id=186, type=expand_as]; -"187 div_3" [id=187, type=div]; -"188 quantize_per_tensor_default_9" [id=188, type=quantize_per_tensor]; -"189 dequantize_per_tensor_default_9" [id=189, type=dequantize_per_tensor]; -"190 transpose_2" [id=190, type=transpose]; -"191 matmul_2" [id=191, type=matmul]; -"192 _param_constant25" [id=192, type=get_attr]; -"193 clamp_1" [id=193, type=clamp]; -"194 exp_1" [id=194, type=exp]; -"195 mul_3" [id=195, type=mul]; -"196 add_3" [id=196, type=add]; -"197 new_zeros" [id=197, type=new_zeros]; -"198 view_7" [id=198, type=view]; -"199 permute_8" [id=199, type=permute]; -"200 reshape_6" [id=200, type=reshape]; -"201 unsqueeze_2" [id=201, type=unsqueeze]; -"202 unsqueeze_3" [id=202, type=unsqueeze]; -"203 sub" [id=203, type=sub]; -"204 ne" [id=204, type=ne]; -"205 masked_fill" [id=205, type=masked_fill]; -"206 eq" [id=206, type=eq]; -"207 masked_fill_1" [id=207, type=masked_fill]; -"208 view_8" [id=208, type=view]; -"209 unsqueeze_4" [id=209, type=unsqueeze]; -"210 unsqueeze_5" [id=210, type=unsqueeze]; -"211 add_4" [id=211, type=add]; -"212 view_9" [id=212, type=view]; -"213 softmax_1" [id=213, type=softmax]; -"214 dropout_4" [id=214, type=dropout]; -"215 matmul_3" [id=215, type=matmul]; -"216 transpose_3" [id=216, type=transpose]; -"217 reshape_7" [id=217, type=reshape]; -"218 _param_constant27" [id=218, type=get_attr]; -"219 reshape_7_0_0_nncf_smooth_quant_0" [id=219, type=call_module]; -"220 quantize_per_tensor_default_10" [id=220, type=quantize_per_tensor]; -"221 dequantize_per_tensor_default_10" [id=221, type=dequantize_per_tensor]; -"222 linear_9_scale_0" [id=222, type=get_attr]; -"223 linear_9_zero_point_0" [id=223, type=get_attr]; -"224 compressed_weight_updated_constant10" [id=224, type=get_attr]; -"225 quantize_per_channel_default_10" [id=225, type=quantize_per_channel]; -"226 dequantize_per_channel_default_10" [id=226, type=dequantize_per_channel]; -"227 linear_9" [id=227, type=linear]; -"228 dropout_5" [id=228, type=dropout]; -"229 view_10" [id=229, type=view]; -"230 permute_9" [id=230, type=permute]; -"231 reshape_8" [id=231, type=reshape]; -"232 roll_1" [id=232, type=roll]; -"233 slice_23" [id=233, type=slice]; -"234 slice_24" [id=234, type=slice]; -"235 _param_constant28" [id=235, type=get_attr]; -"236 _param_constant29" [id=236, type=get_attr]; -"237 layer_norm_3" [id=237, type=layer_norm]; -"238 add_5" [id=238, type=add]; -"239 _param_constant31" [id=239, type=get_attr]; -"240 add_5_0_0_nncf_smooth_quant_0" [id=240, type=call_module]; -"241 quantize_per_tensor_default_11" [id=241, type=quantize_per_tensor]; -"242 dequantize_per_tensor_default_11" [id=242, type=dequantize_per_tensor]; -"243 linear_10_scale_0" [id=243, type=get_attr]; -"244 linear_10_zero_point_0" [id=244, type=get_attr]; -"245 compressed_weight_updated_constant11" [id=245, type=get_attr]; -"246 quantize_per_channel_default_11" [id=246, type=quantize_per_channel]; -"247 dequantize_per_channel_default_11" [id=247, type=dequantize_per_channel]; -"248 linear_10" [id=248, type=linear]; -"249 gelu_1" [id=249, type=gelu]; -"250 dropout_6" [id=250, type=dropout]; -"251 _param_constant33" [id=251, type=get_attr]; -"252 dropout_6_0_0_nncf_smooth_quant_0" [id=252, type=call_module]; -"253 quantize_per_tensor_default_12" [id=253, type=quantize_per_tensor]; -"254 dequantize_per_tensor_default_12" [id=254, type=dequantize_per_tensor]; -"255 linear_11_scale_0" [id=255, type=get_attr]; -"256 linear_11_zero_point_0" [id=256, type=get_attr]; -"257 compressed_weight_updated_constant12" [id=257, type=get_attr]; -"258 quantize_per_channel_default_12" [id=258, type=quantize_per_channel]; -"259 dequantize_per_channel_default_12" [id=259, type=dequantize_per_channel]; -"260 linear_11" [id=260, type=linear]; -"261 dropout_7" [id=261, type=dropout]; -"262 _param_constant34" [id=262, type=get_attr]; -"263 _param_constant35" [id=263, type=get_attr]; -"264 layer_norm_4" [id=264, type=layer_norm]; -"265 add_6" [id=265, type=add]; -"266 pad_2" [id=266, type=pad]; -"267 slice_25" [id=267, type=slice]; -"268 slice_26" [id=268, type=slice]; -"269 slice_27" [id=269, type=slice]; -"270 slice_28" [id=270, type=slice]; -"271 slice_29" [id=271, type=slice]; -"272 slice_30" [id=272, type=slice]; -"273 slice_31" [id=273, type=slice]; -"274 slice_32" [id=274, type=slice]; -"275 slice_33" [id=275, type=slice]; -"276 slice_34" [id=276, type=slice]; -"277 slice_35" [id=277, type=slice]; -"278 slice_36" [id=278, type=slice]; -"279 cat" [id=279, type=cat]; -"280 cat_0_0_nncf_smooth_quant_0" [id=280, type=call_module]; -"281 quantize_per_tensor_default_13" [id=281, type=quantize_per_tensor]; -"282 dequantize_per_tensor_default_13" [id=282, type=dequantize_per_tensor]; -"283 linear_12_scale_0" [id=283, type=get_attr]; -"284 linear_12_zero_point_0" [id=284, type=get_attr]; -"285 compressed_weight_updated_constant13" [id=285, type=get_attr]; -"286 quantize_per_channel_default_13" [id=286, type=quantize_per_channel]; -"287 dequantize_per_channel_default_13" [id=287, type=dequantize_per_channel]; -"288 linear_12" [id=288, type=linear]; -"289 _param_constant37" [id=289, type=get_attr]; -"290 _param_constant38" [id=290, type=get_attr]; -"291 layer_norm_5" [id=291, type=layer_norm]; -"292 _tensor_constant13" [id=292, type=get_attr]; -"293 _param_constant40" [id=293, type=get_attr]; -"294 _tensor_constant13_0_0_nncf_smooth_quant_0" [id=294, type=call_module]; -"295 linear_13_scale_0" [id=295, type=get_attr]; -"296 linear_13_zero_point_0" [id=296, type=get_attr]; -"297 compressed_weight_updated_constant14" [id=297, type=get_attr]; -"298 quantize_per_channel_default_14" [id=298, type=quantize_per_channel]; -"299 dequantize_per_channel_default_14" [id=299, type=dequantize_per_channel]; -"300 linear_13" [id=300, type=linear]; -"301 relu__2" [id=301, type=relu_]; -"302 relu__2_0_0_nncf_smooth_quant_0" [id=302, type=call_module]; -"303 linear_14_scale_0" [id=303, type=get_attr]; -"304 linear_14_zero_point_0" [id=304, type=get_attr]; -"305 compressed_weight_updated_constant15" [id=305, type=get_attr]; -"306 quantize_per_channel_default_15" [id=306, type=quantize_per_channel]; -"307 dequantize_per_channel_default_15" [id=307, type=dequantize_per_channel]; -"308 linear_14" [id=308, type=linear]; -"309 view_11" [id=309, type=view]; -"310 _tensor_constant14" [id=310, type=get_attr]; -"311 index_2" [id=311, type=index]; -"312 view_12" [id=312, type=view]; -"313 permute_10" [id=313, type=permute]; -"314 contiguous_2" [id=314, type=contiguous]; -"315 unsqueeze_6" [id=315, type=unsqueeze]; -"316 sigmoid_2" [id=316, type=sigmoid]; -"317 mul_4" [id=317, type=mul]; -"318 pad_3" [id=318, type=pad]; -"319 view_13" [id=319, type=view]; -"320 permute_11" [id=320, type=permute]; -"321 reshape_9" [id=321, type=reshape]; -"322 _param_constant42" [id=322, type=get_attr]; -"323 clone_2" [id=323, type=clone]; -"324 reshape_9_0_0_nncf_smooth_quant_0" [id=324, type=call_module]; -"325 quantize_per_tensor_default_14" [id=325, type=quantize_per_tensor]; -"326 dequantize_per_tensor_default_14" [id=326, type=dequantize_per_tensor]; -"327 linear_15_scale_0" [id=327, type=get_attr]; -"328 linear_15_zero_point_0" [id=328, type=get_attr]; -"329 compressed_weight_updated_constant16" [id=329, type=get_attr]; -"330 quantize_per_channel_default_16" [id=330, type=quantize_per_channel]; -"331 dequantize_per_channel_default_16" [id=331, type=dequantize_per_channel]; -"332 linear_15" [id=332, type=linear]; -"333 reshape_10" [id=333, type=reshape]; -"334 permute_12" [id=334, type=permute]; -"335 select_6" [id=335, type=select]; -"336 select_7" [id=336, type=select]; -"337 select_8" [id=337, type=select]; -"338 linalg_vector_norm_4" [id=338, type=linalg_vector_norm]; -"339 clamp_min_4" [id=339, type=clamp_min]; -"340 expand_as_4" [id=340, type=expand_as]; -"341 div_4" [id=341, type=div]; -"342 quantize_per_tensor_default_15" [id=342, type=quantize_per_tensor]; -"343 dequantize_per_tensor_default_15" [id=343, type=dequantize_per_tensor]; -"344 linalg_vector_norm_5" [id=344, type=linalg_vector_norm]; -"345 clamp_min_5" [id=345, type=clamp_min]; -"346 expand_as_5" [id=346, type=expand_as]; -"347 div_5" [id=347, type=div]; -"348 quantize_per_tensor_default_16" [id=348, type=quantize_per_tensor]; -"349 dequantize_per_tensor_default_16" [id=349, type=dequantize_per_tensor]; -"350 transpose_4" [id=350, type=transpose]; -"351 matmul_4" [id=351, type=matmul]; -"352 _param_constant44" [id=352, type=get_attr]; -"353 clamp_2" [id=353, type=clamp]; -"354 exp_2" [id=354, type=exp]; -"355 mul_5" [id=355, type=mul]; -"356 add_7" [id=356, type=add]; -"357 softmax_2" [id=357, type=softmax]; -"358 dropout_8" [id=358, type=dropout]; -"359 matmul_5" [id=359, type=matmul]; -"360 transpose_5" [id=360, type=transpose]; -"361 reshape_11" [id=361, type=reshape]; -"362 _param_constant46" [id=362, type=get_attr]; -"363 reshape_11_0_0_nncf_smooth_quant_0" [id=363, type=call_module]; -"364 quantize_per_tensor_default_17" [id=364, type=quantize_per_tensor]; -"365 dequantize_per_tensor_default_17" [id=365, type=dequantize_per_tensor]; -"366 linear_16_scale_0" [id=366, type=get_attr]; -"367 linear_16_zero_point_0" [id=367, type=get_attr]; -"368 compressed_weight_updated_constant17" [id=368, type=get_attr]; -"369 quantize_per_channel_default_17" [id=369, type=quantize_per_channel]; -"370 dequantize_per_channel_default_17" [id=370, type=dequantize_per_channel]; -"371 linear_16" [id=371, type=linear]; -"372 dropout_9" [id=372, type=dropout]; -"373 view_14" [id=373, type=view]; -"374 permute_13" [id=374, type=permute]; -"375 reshape_12" [id=375, type=reshape]; -"376 slice_38" [id=376, type=slice]; -"377 slice_39" [id=377, type=slice]; -"378 slice_40" [id=378, type=slice]; -"379 slice_41" [id=379, type=slice]; -"380 contiguous_3" [id=380, type=contiguous]; -"381 _param_constant47" [id=381, type=get_attr]; -"382 _param_constant48" [id=382, type=get_attr]; -"383 layer_norm_6" [id=383, type=layer_norm]; -"384 add_8" [id=384, type=add]; -"385 _param_constant50" [id=385, type=get_attr]; -"386 add_8_0_0_nncf_smooth_quant_0" [id=386, type=call_module]; -"387 quantize_per_tensor_default_18" [id=387, type=quantize_per_tensor]; -"388 dequantize_per_tensor_default_18" [id=388, type=dequantize_per_tensor]; -"389 linear_17_scale_0" [id=389, type=get_attr]; -"390 linear_17_zero_point_0" [id=390, type=get_attr]; -"391 compressed_weight_updated_constant18" [id=391, type=get_attr]; -"392 quantize_per_channel_default_18" [id=392, type=quantize_per_channel]; -"393 dequantize_per_channel_default_18" [id=393, type=dequantize_per_channel]; -"394 linear_17" [id=394, type=linear]; -"395 gelu_2" [id=395, type=gelu]; -"396 dropout_10" [id=396, type=dropout]; -"397 _param_constant52" [id=397, type=get_attr]; -"398 dropout_10_0_0_nncf_smooth_quant_0" [id=398, type=call_module]; -"399 quantize_per_tensor_default_19" [id=399, type=quantize_per_tensor]; -"400 dequantize_per_tensor_default_19" [id=400, type=dequantize_per_tensor]; -"401 linear_18_scale_0" [id=401, type=get_attr]; -"402 linear_18_zero_point_0" [id=402, type=get_attr]; -"403 compressed_weight_updated_constant19" [id=403, type=get_attr]; -"404 quantize_per_channel_default_19" [id=404, type=quantize_per_channel]; -"405 dequantize_per_channel_default_19" [id=405, type=dequantize_per_channel]; -"406 linear_18" [id=406, type=linear]; -"407 dropout_11" [id=407, type=dropout]; -"408 _param_constant53" [id=408, type=get_attr]; -"409 _param_constant54" [id=409, type=get_attr]; -"410 layer_norm_7" [id=410, type=layer_norm]; -"411 add_9" [id=411, type=add]; -"412 _tensor_constant15" [id=412, type=get_attr]; -"413 _param_constant56" [id=413, type=get_attr]; -"414 _tensor_constant15_0_0_nncf_smooth_quant_0" [id=414, type=call_module]; -"415 linear_19_scale_0" [id=415, type=get_attr]; -"416 linear_19_zero_point_0" [id=416, type=get_attr]; -"417 compressed_weight_updated_constant20" [id=417, type=get_attr]; -"418 quantize_per_channel_default_20" [id=418, type=quantize_per_channel]; -"419 dequantize_per_channel_default_20" [id=419, type=dequantize_per_channel]; -"420 linear_19" [id=420, type=linear]; -"421 relu__3" [id=421, type=relu_]; -"422 relu__3_0_0_nncf_smooth_quant_0" [id=422, type=call_module]; -"423 linear_20_scale_0" [id=423, type=get_attr]; -"424 linear_20_zero_point_0" [id=424, type=get_attr]; -"425 compressed_weight_updated_constant21" [id=425, type=get_attr]; -"426 quantize_per_channel_default_21" [id=426, type=quantize_per_channel]; -"427 dequantize_per_channel_default_21" [id=427, type=dequantize_per_channel]; -"428 linear_20" [id=428, type=linear]; -"429 view_15" [id=429, type=view]; -"430 _tensor_constant16" [id=430, type=get_attr]; -"431 index_3" [id=431, type=index]; -"432 view_16" [id=432, type=view]; -"433 permute_14" [id=433, type=permute]; -"434 contiguous_4" [id=434, type=contiguous]; -"435 unsqueeze_7" [id=435, type=unsqueeze]; -"436 sigmoid_3" [id=436, type=sigmoid]; 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[id=456, type=select]; -"457 select_10" [id=457, type=select]; -"458 select_11" [id=458, type=select]; -"459 linalg_vector_norm_6" [id=459, type=linalg_vector_norm]; -"460 clamp_min_6" [id=460, type=clamp_min]; -"461 expand_as_6" [id=461, type=expand_as]; -"462 div_6" [id=462, type=div]; -"463 quantize_per_tensor_default_21" [id=463, type=quantize_per_tensor]; -"464 dequantize_per_tensor_default_21" [id=464, type=dequantize_per_tensor]; -"465 linalg_vector_norm_7" [id=465, type=linalg_vector_norm]; -"466 clamp_min_7" [id=466, type=clamp_min]; -"467 expand_as_7" [id=467, type=expand_as]; -"468 div_7" [id=468, type=div]; -"469 quantize_per_tensor_default_22" [id=469, type=quantize_per_tensor]; -"470 dequantize_per_tensor_default_22" [id=470, type=dequantize_per_tensor]; -"471 transpose_6" [id=471, type=transpose]; -"472 matmul_6" [id=472, type=matmul]; -"473 _param_constant60" [id=473, type=get_attr]; -"474 clamp_3" [id=474, type=clamp]; -"475 exp_3" [id=475, type=exp]; -"476 mul_7" 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type=get_attr]; -"1837 layer_norm_29" [id=1837, type=layer_norm]; -"1838 add_47" [id=1838, type=add]; -"1839 _param_constant229" [id=1839, type=get_attr]; -"1840 add_47_0_0_nncf_smooth_quant_0" [id=1840, type=call_module]; -"1841 quantize_per_tensor_default_85" [id=1841, type=quantize_per_tensor]; -"1842 dequantize_per_tensor_default_85" [id=1842, type=dequantize_per_tensor]; -"1843 linear_84_scale_0" [id=1843, type=get_attr]; -"1844 linear_84_zero_point_0" [id=1844, type=get_attr]; -"1845 compressed_weight_updated_constant85" [id=1845, type=get_attr]; -"1846 quantize_per_channel_default_85" [id=1846, type=quantize_per_channel]; -"1847 dequantize_per_channel_default_85" [id=1847, type=dequantize_per_channel]; -"1848 linear_84" [id=1848, type=linear]; -"1849 gelu_13" [id=1849, type=gelu]; -"1850 dropout_54" [id=1850, type=dropout]; -"1851 _param_constant231" [id=1851, type=get_attr]; -"1852 dropout_54_0_0_nncf_smooth_quant_0" [id=1852, type=call_module]; -"1853 quantize_per_tensor_default_86" [id=1853, type=quantize_per_tensor]; -"1854 dequantize_per_tensor_default_86" [id=1854, type=dequantize_per_tensor]; -"1855 linear_85_scale_0" [id=1855, type=get_attr]; -"1856 linear_85_zero_point_0" [id=1856, type=get_attr]; -"1857 compressed_weight_updated_constant86" [id=1857, type=get_attr]; -"1858 quantize_per_channel_default_86" [id=1858, type=quantize_per_channel]; -"1859 dequantize_per_channel_default_86" [id=1859, type=dequantize_per_channel]; -"1860 linear_85" [id=1860, type=linear]; -"1861 dropout_55" [id=1861, type=dropout]; -"1862 _param_constant232" [id=1862, type=get_attr]; -"1863 _param_constant233" [id=1863, type=get_attr]; -"1864 layer_norm_30" [id=1864, type=layer_norm]; -"1865 add_48" [id=1865, type=add]; -"1866 _tensor_constant91" [id=1866, type=get_attr]; -"1867 _param_constant235" [id=1867, type=get_attr]; -"1868 _tensor_constant91_0_0_nncf_smooth_quant_0" [id=1868, type=call_module]; -"1869 linear_86_scale_0" [id=1869, type=get_attr]; -"1870 linear_86_zero_point_0" [id=1870, type=get_attr]; -"1871 compressed_weight_updated_constant87" [id=1871, type=get_attr]; -"1872 quantize_per_channel_default_87" [id=1872, type=quantize_per_channel]; -"1873 dequantize_per_channel_default_87" [id=1873, type=dequantize_per_channel]; -"1874 linear_86" [id=1874, type=linear]; -"1875 relu__14" [id=1875, type=relu_]; -"1876 relu__14_0_0_nncf_smooth_quant_0" [id=1876, type=call_module]; -"1877 linear_87_scale_0" [id=1877, type=get_attr]; -"1878 linear_87_zero_point_0" [id=1878, type=get_attr]; -"1879 compressed_weight_updated_constant88" [id=1879, type=get_attr]; -"1880 quantize_per_channel_default_88" [id=1880, type=quantize_per_channel]; -"1881 dequantize_per_channel_default_88" [id=1881, type=dequantize_per_channel]; -"1882 linear_87" [id=1882, type=linear]; -"1883 view_77" [id=1883, type=view]; -"1884 _tensor_constant92" [id=1884, type=get_attr]; -"1885 index_14" [id=1885, type=index]; -"1886 view_78" [id=1886, type=view]; -"1887 permute_64" [id=1887, type=permute]; -"1888 contiguous_26" [id=1888, type=contiguous]; -"1889 unsqueeze_42" [id=1889, type=unsqueeze]; -"1890 sigmoid_14" [id=1890, type=sigmoid]; -"1891 mul_28" [id=1891, type=mul]; -"1892 pad_16" [id=1892, type=pad]; -"1893 view_79" [id=1893, type=view]; -"1894 permute_65" [id=1894, type=permute]; -"1895 reshape_63" [id=1895, type=reshape]; -"1896 _param_constant237" [id=1896, type=get_attr]; -"1897 clone_14" [id=1897, type=clone]; -"1898 reshape_63_0_0_nncf_smooth_quant_0" [id=1898, type=call_module]; -"1899 quantize_per_tensor_default_87" [id=1899, type=quantize_per_tensor]; -"1900 dequantize_per_tensor_default_87" [id=1900, type=dequantize_per_tensor]; -"1901 linear_88_scale_0" [id=1901, type=get_attr]; -"1902 linear_88_zero_point_0" [id=1902, type=get_attr]; -"1903 compressed_weight_updated_constant89" [id=1903, type=get_attr]; -"1904 quantize_per_channel_default_89" [id=1904, type=quantize_per_channel]; -"1905 dequantize_per_channel_default_89" [id=1905, type=dequantize_per_channel]; -"1906 linear_88" [id=1906, type=linear]; -"1907 reshape_64" [id=1907, type=reshape]; -"1908 permute_66" [id=1908, type=permute]; -"1909 select_42" [id=1909, type=select]; -"1910 select_43" [id=1910, type=select]; -"1911 select_44" [id=1911, type=select]; -"1912 linalg_vector_norm_28" [id=1912, type=linalg_vector_norm]; -"1913 clamp_min_28" [id=1913, type=clamp_min]; -"1914 expand_as_28" [id=1914, type=expand_as]; -"1915 div_28" [id=1915, type=div]; -"1916 quantize_per_tensor_default_88" [id=1916, type=quantize_per_tensor]; -"1917 dequantize_per_tensor_default_88" [id=1917, type=dequantize_per_tensor]; -"1918 linalg_vector_norm_29" [id=1918, type=linalg_vector_norm]; -"1919 clamp_min_29" [id=1919, type=clamp_min]; -"1920 expand_as_29" [id=1920, type=expand_as]; -"1921 div_29" [id=1921, type=div]; -"1922 quantize_per_tensor_default_89" [id=1922, type=quantize_per_tensor]; -"1923 dequantize_per_tensor_default_89" [id=1923, type=dequantize_per_tensor]; -"1924 transpose_28" [id=1924, type=transpose]; -"1925 matmul_28" [id=1925, type=matmul]; -"1926 _param_constant239" [id=1926, type=get_attr]; -"1927 clamp_14" [id=1927, type=clamp]; -"1928 exp_14" [id=1928, type=exp]; -"1929 mul_29" [id=1929, type=mul]; -"1930 add_49" [id=1930, type=add]; -"1931 softmax_14" [id=1931, type=softmax]; -"1932 dropout_56" [id=1932, type=dropout]; -"1933 matmul_29" [id=1933, type=matmul]; -"1934 transpose_29" [id=1934, type=transpose]; -"1935 reshape_65" [id=1935, type=reshape]; -"1936 _param_constant241" [id=1936, type=get_attr]; -"1937 reshape_65_0_0_nncf_smooth_quant_0" [id=1937, type=call_module]; -"1938 quantize_per_tensor_default_90" [id=1938, type=quantize_per_tensor]; -"1939 dequantize_per_tensor_default_90" [id=1939, type=dequantize_per_tensor]; -"1940 linear_89_scale_0" [id=1940, type=get_attr]; -"1941 linear_89_zero_point_0" [id=1941, type=get_attr]; -"1942 compressed_weight_updated_constant90" [id=1942, type=get_attr]; -"1943 quantize_per_channel_default_90" [id=1943, type=quantize_per_channel]; -"1944 dequantize_per_channel_default_90" [id=1944, type=dequantize_per_channel]; -"1945 linear_89" [id=1945, type=linear]; -"1946 dropout_57" [id=1946, type=dropout]; -"1947 view_80" [id=1947, type=view]; -"1948 permute_67" [id=1948, type=permute]; -"1949 reshape_66" [id=1949, type=reshape]; -"1950 slice_218" [id=1950, type=slice]; -"1951 slice_219" [id=1951, type=slice]; -"1952 slice_220" [id=1952, type=slice]; -"1953 slice_221" [id=1953, type=slice]; -"1954 contiguous_27" [id=1954, type=contiguous]; -"1955 _param_constant242" [id=1955, type=get_attr]; -"1956 _param_constant243" [id=1956, type=get_attr]; -"1957 layer_norm_31" [id=1957, type=layer_norm]; -"1958 add_50" [id=1958, type=add]; -"1959 _param_constant245" [id=1959, type=get_attr]; -"1960 add_50_0_0_nncf_smooth_quant_0" [id=1960, type=call_module]; -"1961 quantize_per_tensor_default_91" [id=1961, type=quantize_per_tensor]; -"1962 dequantize_per_tensor_default_91" [id=1962, type=dequantize_per_tensor]; -"1963 linear_90_scale_0" [id=1963, type=get_attr]; -"1964 linear_90_zero_point_0" [id=1964, type=get_attr]; -"1965 compressed_weight_updated_constant91" [id=1965, type=get_attr]; -"1966 quantize_per_channel_default_91" [id=1966, type=quantize_per_channel]; -"1967 dequantize_per_channel_default_91" [id=1967, type=dequantize_per_channel]; -"1968 linear_90" [id=1968, type=linear]; -"1969 gelu_14" [id=1969, type=gelu]; -"1970 dropout_58" [id=1970, type=dropout]; -"1971 _param_constant247" [id=1971, type=get_attr]; -"1972 dropout_58_0_0_nncf_smooth_quant_0" [id=1972, type=call_module]; -"1973 quantize_per_tensor_default_92" [id=1973, type=quantize_per_tensor]; -"1974 dequantize_per_tensor_default_92" [id=1974, type=dequantize_per_tensor]; -"1975 linear_91_scale_0" [id=1975, type=get_attr]; -"1976 linear_91_zero_point_0" [id=1976, type=get_attr]; -"1977 compressed_weight_updated_constant92" [id=1977, type=get_attr]; 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type=linear]; -"1995 relu__15" [id=1995, type=relu_]; -"1996 relu__15_0_0_nncf_smooth_quant_0" [id=1996, type=call_module]; -"1997 linear_93_scale_0" [id=1997, type=get_attr]; -"1998 linear_93_zero_point_0" [id=1998, type=get_attr]; -"1999 compressed_weight_updated_constant94" [id=1999, type=get_attr]; -"2000 quantize_per_channel_default_94" [id=2000, type=quantize_per_channel]; -"2001 dequantize_per_channel_default_94" [id=2001, type=dequantize_per_channel]; -"2002 linear_93" [id=2002, type=linear]; -"2003 view_81" [id=2003, type=view]; -"2004 _tensor_constant94" [id=2004, type=get_attr]; -"2005 index_15" [id=2005, type=index]; -"2006 view_82" [id=2006, type=view]; -"2007 permute_68" [id=2007, type=permute]; -"2008 contiguous_28" [id=2008, type=contiguous]; -"2009 unsqueeze_43" [id=2009, type=unsqueeze]; -"2010 sigmoid_15" [id=2010, type=sigmoid]; -"2011 mul_30" [id=2011, type=mul]; -"2012 pad_17" [id=2012, type=pad]; -"2013 roll_14" [id=2013, type=roll]; -"2014 view_83" [id=2014, type=view]; -"2015 permute_69" [id=2015, type=permute]; -"2016 reshape_67" [id=2016, type=reshape]; -"2017 _param_constant253" [id=2017, type=get_attr]; -"2018 clone_15" [id=2018, type=clone]; -"2019 reshape_67_0_0_nncf_smooth_quant_0" [id=2019, type=call_module]; -"2020 quantize_per_tensor_default_93" [id=2020, type=quantize_per_tensor]; -"2021 dequantize_per_tensor_default_93" [id=2021, type=dequantize_per_tensor]; -"2022 linear_94_scale_0" [id=2022, type=get_attr]; -"2023 linear_94_zero_point_0" [id=2023, type=get_attr]; -"2024 compressed_weight_updated_constant95" [id=2024, type=get_attr]; -"2025 quantize_per_channel_default_95" [id=2025, type=quantize_per_channel]; -"2026 dequantize_per_channel_default_95" [id=2026, type=dequantize_per_channel]; -"2027 linear_94" [id=2027, type=linear]; -"2028 reshape_68" [id=2028, type=reshape]; -"2029 permute_70" [id=2029, type=permute]; -"2030 select_45" [id=2030, type=select]; -"2031 select_46" [id=2031, type=select]; -"2032 select_47" [id=2032, type=select]; -"2033 linalg_vector_norm_30" [id=2033, type=linalg_vector_norm]; -"2034 clamp_min_30" [id=2034, type=clamp_min]; -"2035 expand_as_30" [id=2035, type=expand_as]; -"2036 div_30" [id=2036, type=div]; -"2037 quantize_per_tensor_default_94" [id=2037, type=quantize_per_tensor]; -"2038 dequantize_per_tensor_default_94" [id=2038, type=dequantize_per_tensor]; -"2039 linalg_vector_norm_31" [id=2039, type=linalg_vector_norm]; -"2040 clamp_min_31" [id=2040, type=clamp_min]; -"2041 expand_as_31" [id=2041, type=expand_as]; -"2042 div_31" [id=2042, type=div]; -"2043 quantize_per_tensor_default_95" [id=2043, type=quantize_per_tensor]; -"2044 dequantize_per_tensor_default_95" [id=2044, type=dequantize_per_tensor]; -"2045 transpose_30" [id=2045, type=transpose]; -"2046 matmul_30" [id=2046, type=matmul]; -"2047 _param_constant255" [id=2047, type=get_attr]; -"2048 clamp_15" [id=2048, type=clamp]; -"2049 exp_15" [id=2049, type=exp]; -"2050 mul_31" [id=2050, type=mul]; -"2051 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dequantize_per_channel_default_144" [id=3083, type=dequantize_per_channel]; -"3084 linear_143" [id=3084, type=linear]; -"3085 reshape_104" [id=3085, type=reshape]; -"3086 permute_106" [id=3086, type=permute]; -"3087 select_69" [id=3087, type=select]; -"3088 select_70" [id=3088, type=select]; -"3089 select_71" [id=3089, type=select]; -"3090 linalg_vector_norm_46" [id=3090, type=linalg_vector_norm]; -"3091 clamp_min_46" [id=3091, type=clamp_min]; -"3092 expand_as_46" [id=3092, type=expand_as]; -"3093 div_46" [id=3093, type=div]; -"3094 quantize_per_tensor_default_143" [id=3094, type=quantize_per_tensor]; -"3095 dequantize_per_tensor_default_143" [id=3095, type=dequantize_per_tensor]; -"3096 linalg_vector_norm_47" [id=3096, type=linalg_vector_norm]; -"3097 clamp_min_47" [id=3097, type=clamp_min]; -"3098 expand_as_47" [id=3098, type=expand_as]; -"3099 div_47" [id=3099, type=div]; -"3100 quantize_per_tensor_default_144" [id=3100, type=quantize_per_tensor]; -"3101 dequantize_per_tensor_default_144" [id=3101, type=dequantize_per_tensor]; -"3102 transpose_46" [id=3102, type=transpose]; -"3103 matmul_46" [id=3103, type=matmul]; -"3104 _param_constant386" [id=3104, type=get_attr]; -"3105 clamp_23" [id=3105, type=clamp]; -"3106 exp_23" [id=3106, type=exp]; -"3107 mul_47" [id=3107, type=mul]; -"3108 add_80" [id=3108, type=add]; -"3109 softmax_23" [id=3109, type=softmax]; -"3110 dropout_92" [id=3110, type=dropout]; -"3111 matmul_47" [id=3111, type=matmul]; -"3112 transpose_47" [id=3112, type=transpose]; -"3113 reshape_105" [id=3113, type=reshape]; -"3114 _param_constant388" [id=3114, type=get_attr]; -"3115 reshape_105_0_0_nncf_smooth_quant_0" [id=3115, type=call_module]; -"3116 quantize_per_tensor_default_145" [id=3116, type=quantize_per_tensor]; -"3117 dequantize_per_tensor_default_145" [id=3117, type=dequantize_per_tensor]; -"3118 linear_144_scale_0" [id=3118, type=get_attr]; -"3119 linear_144_zero_point_0" [id=3119, type=get_attr]; -"3120 compressed_weight_updated_constant145" [id=3120, type=get_attr]; -"3121 quantize_per_channel_default_145" [id=3121, type=quantize_per_channel]; -"3122 dequantize_per_channel_default_145" [id=3122, type=dequantize_per_channel]; -"3123 linear_144" [id=3123, type=linear]; -"3124 dropout_93" [id=3124, type=dropout]; -"3125 view_128" [id=3125, type=view]; -"3126 permute_107" [id=3126, type=permute]; -"3127 reshape_106" [id=3127, type=reshape]; -"3128 slice_347" [id=3128, type=slice]; -"3129 slice_348" [id=3129, type=slice]; -"3130 slice_349" [id=3130, type=slice]; -"3131 slice_350" [id=3131, type=slice]; -"3132 contiguous_45" [id=3132, type=contiguous]; -"3133 _param_constant389" [id=3133, type=get_attr]; -"3134 _param_constant390" [id=3134, type=get_attr]; -"3135 layer_norm_50" [id=3135, type=layer_norm]; -"3136 add_81" [id=3136, type=add]; -"3137 _param_constant392" [id=3137, type=get_attr]; -"3138 add_81_0_0_nncf_smooth_quant_0" [id=3138, type=call_module]; -"3139 quantize_per_tensor_default_146" [id=3139, type=quantize_per_tensor]; -"3140 dequantize_per_tensor_default_146" [id=3140, type=dequantize_per_tensor]; -"3141 linear_145_scale_0" [id=3141, type=get_attr]; -"3142 linear_145_zero_point_0" [id=3142, type=get_attr]; -"3143 compressed_weight_updated_constant146" [id=3143, type=get_attr]; -"3144 quantize_per_channel_default_146" [id=3144, type=quantize_per_channel]; -"3145 dequantize_per_channel_default_146" [id=3145, type=dequantize_per_channel]; -"3146 linear_145" [id=3146, type=linear]; -"3147 gelu_23" [id=3147, type=gelu]; -"3148 dropout_94" [id=3148, type=dropout]; -"3149 _param_constant394" [id=3149, type=get_attr]; -"3150 dropout_94_0_0_nncf_smooth_quant_0" [id=3150, type=call_module]; -"3151 quantize_per_tensor_default_147" [id=3151, type=quantize_per_tensor]; -"3152 dequantize_per_tensor_default_147" [id=3152, type=dequantize_per_tensor]; -"3153 linear_146_scale_0" [id=3153, type=get_attr]; -"3154 linear_146_zero_point_0" [id=3154, type=get_attr]; -"3155 compressed_weight_updated_constant147" [id=3155, type=get_attr]; -"3156 quantize_per_channel_default_147" [id=3156, type=quantize_per_channel]; -"3157 dequantize_per_channel_default_147" [id=3157, type=dequantize_per_channel]; -"3158 linear_146" [id=3158, type=linear]; -"3159 dropout_95" [id=3159, type=dropout]; -"3160 _param_constant395" [id=3160, type=get_attr]; -"3161 _param_constant396" [id=3161, type=get_attr]; -"3162 layer_norm_51" [id=3162, type=layer_norm]; -"3163 add_82" [id=3163, type=add]; -"3164 _param_constant397" [id=3164, type=get_attr]; -"3165 _param_constant398" [id=3165, type=get_attr]; -"3166 layer_norm_52" [id=3166, type=layer_norm]; -"3167 permute_108" [id=3167, type=permute]; -"3168 adaptive_avg_pool2d" [id=3168, type=adaptive_avg_pool2d]; -"3169 flatten" [id=3169, type=flatten]; -"3170 _param_constant400" [id=3170, type=get_attr]; -"3171 flatten_0_0_nncf_smooth_quant_0" [id=3171, type=call_module]; -"3172 quantize_per_tensor_default_148" [id=3172, type=quantize_per_tensor]; -"3173 dequantize_per_tensor_default_148" [id=3173, type=dequantize_per_tensor]; -"3174 linear_147_scale_0" [id=3174, type=get_attr]; -"3175 linear_147_zero_point_0" [id=3175, type=get_attr]; -"3176 compressed_weight_updated_constant148" [id=3176, type=get_attr]; -"3177 quantize_per_channel_default_148" [id=3177, type=quantize_per_channel]; -"3178 dequantize_per_channel_default_148" [id=3178, type=dequantize_per_channel]; -"3179 linear_147" [id=3179, type=linear]; -"3180 output" [id=3180, type=output]; +"44 reshape_0_0_nncf_smooth_quant_0" [id=44, type=call_module]; +"45 quantize_per_tensor_default_1" [id=45, type=quantize_per_tensor]; +"46 dequantize_per_tensor_default_1" [id=46, type=dequantize_per_tensor]; +"47 linear_2_scale_0" [id=47, type=get_attr]; +"48 linear_2_zero_point_0" [id=48, type=get_attr]; +"49 compressed_weight_updated_constant3" [id=49, type=get_attr]; +"50 quantize_per_channel_default_3" [id=50, type=quantize_per_channel]; +"51 dequantize_per_channel_default_3" [id=51, type=dequantize_per_channel]; +"52 _param_constant7_0_0" [id=52, type=get_attr]; +"53 linear_2" [id=53, type=linear]; +"54 reshape_1" [id=54, type=reshape]; +"55 permute_3" [id=55, type=permute]; +"56 select" [id=56, type=select]; +"57 select_1" [id=57, type=select]; +"58 select_2" [id=58, type=select]; +"59 linalg_vector_norm" [id=59, type=linalg_vector_norm]; +"60 clamp_min" [id=60, type=clamp_min]; +"61 expand_as" [id=61, type=expand_as]; +"62 div" [id=62, type=div]; +"63 quantize_per_tensor_default_2" [id=63, type=quantize_per_tensor]; +"64 dequantize_per_tensor_default_2" [id=64, type=dequantize_per_tensor]; +"65 linalg_vector_norm_1" [id=65, type=linalg_vector_norm]; +"66 clamp_min_1" [id=66, type=clamp_min]; +"67 expand_as_1" [id=67, type=expand_as]; +"68 div_1" [id=68, type=div]; +"69 quantize_per_tensor_default_3" [id=69, type=quantize_per_tensor]; +"70 dequantize_per_tensor_default_3" [id=70, type=dequantize_per_tensor]; +"71 transpose" [id=71, type=transpose]; +"72 matmul" [id=72, type=matmul]; +"73 _param_constant9" [id=73, type=get_attr]; +"74 clamp" [id=74, type=clamp]; +"75 exp" [id=75, type=exp]; +"76 mul_1" [id=76, type=mul]; +"77 add" [id=77, type=add]; +"78 softmax" [id=78, type=softmax]; +"79 dropout" [id=79, type=dropout]; +"80 matmul_1" [id=80, type=matmul]; +"81 transpose_1" [id=81, type=transpose]; +"82 reshape_2" [id=82, type=reshape]; +"83 reshape_2_0_0_nncf_smooth_quant_0" [id=83, type=call_module]; +"84 quantize_per_tensor_default_4" [id=84, type=quantize_per_tensor]; +"85 dequantize_per_tensor_default_4" [id=85, type=dequantize_per_tensor]; +"86 linear_3_scale_0" [id=86, type=get_attr]; +"87 linear_3_zero_point_0" [id=87, type=get_attr]; +"88 compressed_weight_updated_constant4" [id=88, type=get_attr]; +"89 quantize_per_channel_default_4" [id=89, type=quantize_per_channel]; +"90 dequantize_per_channel_default_4" [id=90, type=dequantize_per_channel]; +"91 _param_constant11_0_0" [id=91, type=get_attr]; +"92 linear_3" [id=92, type=linear]; +"93 dropout_1" [id=93, type=dropout]; +"94 view_3" [id=94, type=view]; +"95 permute_4" [id=95, type=permute]; +"96 reshape_3" [id=96, type=reshape]; +"97 slice_2" [id=97, type=slice]; +"98 slice_3" [id=98, type=slice]; +"99 _param_constant12" [id=99, type=get_attr]; +"100 _param_constant13" [id=100, type=get_attr]; +"101 layer_norm_1" [id=101, type=layer_norm]; +"102 add_1" [id=102, type=add]; +"103 add_1_0_0_nncf_smooth_quant_0" [id=103, type=call_module]; +"104 quantize_per_tensor_default_5" [id=104, type=quantize_per_tensor]; +"105 dequantize_per_tensor_default_5" [id=105, type=dequantize_per_tensor]; +"106 linear_4_scale_0" [id=106, type=get_attr]; +"107 linear_4_zero_point_0" [id=107, type=get_attr]; +"108 compressed_weight_updated_constant5" [id=108, type=get_attr]; +"109 quantize_per_channel_default_5" [id=109, type=quantize_per_channel]; +"110 dequantize_per_channel_default_5" [id=110, type=dequantize_per_channel]; +"111 _param_constant15_0_0" [id=111, type=get_attr]; +"112 linear_4" [id=112, type=linear]; +"113 gelu" [id=113, type=gelu]; +"114 dropout_2" [id=114, type=dropout]; +"115 dropout_2_0_0_nncf_smooth_quant_0" [id=115, type=call_module]; +"116 quantize_per_tensor_default_6" [id=116, type=quantize_per_tensor]; +"117 dequantize_per_tensor_default_6" [id=117, type=dequantize_per_tensor]; +"118 linear_5_scale_0" [id=118, type=get_attr]; +"119 linear_5_zero_point_0" [id=119, type=get_attr]; +"120 compressed_weight_updated_constant6" [id=120, type=get_attr]; +"121 quantize_per_channel_default_6" [id=121, type=quantize_per_channel]; +"122 dequantize_per_channel_default_6" [id=122, type=dequantize_per_channel]; +"123 _param_constant17_0_0" [id=123, type=get_attr]; +"124 linear_5" [id=124, type=linear]; +"125 dropout_3" [id=125, type=dropout]; +"126 _param_constant18" [id=126, type=get_attr]; +"127 _param_constant19" [id=127, type=get_attr]; +"128 layer_norm_2" [id=128, type=layer_norm]; +"129 add_2" [id=129, type=add]; +"130 _tensor_constant2" [id=130, type=get_attr]; +"131 _tensor_constant2_0_0_nncf_smooth_quant_0" [id=131, type=call_module]; +"132 linear_6_scale_0" [id=132, type=get_attr]; +"133 linear_6_zero_point_0" [id=133, type=get_attr]; +"134 compressed_weight_updated_constant7" [id=134, type=get_attr]; +"135 quantize_per_channel_default_7" [id=135, type=quantize_per_channel]; +"136 dequantize_per_channel_default_7" [id=136, type=dequantize_per_channel]; +"137 _param_constant21_0_0" [id=137, type=get_attr]; +"138 linear_6" [id=138, type=linear]; +"139 relu__1" [id=139, type=relu_]; +"140 relu__1_0_0_nncf_smooth_quant_0" [id=140, type=call_module]; +"141 linear_7_scale_0" [id=141, type=get_attr]; +"142 linear_7_zero_point_0" [id=142, type=get_attr]; +"143 compressed_weight_updated_constant8" [id=143, type=get_attr]; +"144 quantize_per_channel_default_8" [id=144, type=quantize_per_channel]; +"145 dequantize_per_channel_default_8" [id=145, type=dequantize_per_channel]; +"146 linear_7" [id=146, type=linear]; +"147 view_4" [id=147, type=view]; +"148 _tensor_constant3" [id=148, type=get_attr]; +"149 index_1" [id=149, type=index]; +"150 view_5" [id=150, type=view]; +"151 permute_5" [id=151, type=permute]; +"152 contiguous_1" [id=152, type=contiguous]; +"153 unsqueeze_1" [id=153, type=unsqueeze]; +"154 sigmoid_1" [id=154, type=sigmoid]; +"155 mul_2" [id=155, type=mul]; +"156 pad_1" [id=156, type=pad]; +"157 roll" [id=157, type=roll]; +"158 view_6" [id=158, type=view]; +"159 permute_6" [id=159, type=permute]; +"160 reshape_4" [id=160, type=reshape]; +"161 reshape_4_0_0_nncf_smooth_quant_0" [id=161, type=call_module]; +"162 quantize_per_tensor_default_7" [id=162, type=quantize_per_tensor]; +"163 dequantize_per_tensor_default_7" [id=163, type=dequantize_per_tensor]; +"164 linear_8_scale_0" [id=164, type=get_attr]; +"165 linear_8_zero_point_0" [id=165, type=get_attr]; +"166 compressed_weight_updated_constant9" [id=166, type=get_attr]; +"167 quantize_per_channel_default_9" [id=167, type=quantize_per_channel]; +"168 dequantize_per_channel_default_9" [id=168, type=dequantize_per_channel]; +"169 _param_constant23_0_0" [id=169, type=get_attr]; +"170 linear_8" [id=170, type=linear]; +"171 reshape_5" [id=171, type=reshape]; +"172 permute_7" [id=172, type=permute]; +"173 select_3" [id=173, type=select]; +"174 select_4" [id=174, type=select]; +"175 select_5" [id=175, type=select]; +"176 linalg_vector_norm_2" [id=176, type=linalg_vector_norm]; +"177 clamp_min_2" [id=177, type=clamp_min]; +"178 expand_as_2" [id=178, type=expand_as]; +"179 div_2" [id=179, type=div]; +"180 quantize_per_tensor_default_8" [id=180, type=quantize_per_tensor]; +"181 dequantize_per_tensor_default_8" [id=181, type=dequantize_per_tensor]; +"182 linalg_vector_norm_3" [id=182, type=linalg_vector_norm]; +"183 clamp_min_3" [id=183, type=clamp_min]; +"184 expand_as_3" [id=184, type=expand_as]; +"185 div_3" [id=185, type=div]; +"186 quantize_per_tensor_default_9" [id=186, type=quantize_per_tensor]; +"187 dequantize_per_tensor_default_9" [id=187, type=dequantize_per_tensor]; +"188 transpose_2" [id=188, type=transpose]; +"189 matmul_2" [id=189, type=matmul]; +"190 _param_constant25" [id=190, type=get_attr]; +"191 clamp_1" [id=191, type=clamp]; +"192 exp_1" [id=192, type=exp]; +"193 mul_3" [id=193, type=mul]; +"194 add_3" [id=194, type=add]; +"195 new_zeros" [id=195, type=new_zeros]; +"196 view_7" [id=196, type=view]; +"197 permute_8" [id=197, type=permute]; +"198 reshape_6" [id=198, type=reshape]; +"199 unsqueeze_2" [id=199, type=unsqueeze]; +"200 unsqueeze_3" [id=200, type=unsqueeze]; +"201 sub" [id=201, type=sub]; +"202 ne" [id=202, type=ne]; +"203 masked_fill" [id=203, type=masked_fill]; +"204 eq" [id=204, type=eq]; +"205 masked_fill_1" [id=205, type=masked_fill]; +"206 view_8" [id=206, type=view]; +"207 unsqueeze_4" [id=207, type=unsqueeze]; +"208 unsqueeze_5" [id=208, type=unsqueeze]; +"209 add_4" [id=209, type=add]; +"210 view_9" [id=210, type=view]; +"211 softmax_1" [id=211, type=softmax]; +"212 dropout_4" [id=212, type=dropout]; +"213 matmul_3" [id=213, type=matmul]; +"214 transpose_3" [id=214, type=transpose]; +"215 reshape_7" [id=215, type=reshape]; +"216 reshape_7_0_0_nncf_smooth_quant_0" [id=216, type=call_module]; +"217 quantize_per_tensor_default_10" [id=217, type=quantize_per_tensor]; +"218 dequantize_per_tensor_default_10" [id=218, type=dequantize_per_tensor]; +"219 linear_9_scale_0" [id=219, type=get_attr]; +"220 linear_9_zero_point_0" [id=220, type=get_attr]; +"221 compressed_weight_updated_constant10" [id=221, type=get_attr]; +"222 quantize_per_channel_default_10" [id=222, type=quantize_per_channel]; +"223 dequantize_per_channel_default_10" [id=223, type=dequantize_per_channel]; +"224 _param_constant27_0_0" [id=224, type=get_attr]; +"225 linear_9" [id=225, type=linear]; +"226 dropout_5" [id=226, type=dropout]; +"227 view_10" [id=227, type=view]; +"228 permute_9" [id=228, type=permute]; +"229 reshape_8" [id=229, type=reshape]; +"230 roll_1" [id=230, type=roll]; +"231 slice_23" [id=231, type=slice]; +"232 slice_24" [id=232, type=slice]; +"233 _param_constant28" [id=233, type=get_attr]; +"234 _param_constant29" [id=234, type=get_attr]; +"235 layer_norm_3" [id=235, type=layer_norm]; +"236 add_5" [id=236, type=add]; +"237 add_5_0_0_nncf_smooth_quant_0" [id=237, type=call_module]; +"238 quantize_per_tensor_default_11" [id=238, type=quantize_per_tensor]; +"239 dequantize_per_tensor_default_11" [id=239, type=dequantize_per_tensor]; +"240 linear_10_scale_0" [id=240, type=get_attr]; +"241 linear_10_zero_point_0" [id=241, type=get_attr]; +"242 compressed_weight_updated_constant11" [id=242, type=get_attr]; +"243 quantize_per_channel_default_11" [id=243, type=quantize_per_channel]; +"244 dequantize_per_channel_default_11" [id=244, type=dequantize_per_channel]; +"245 _param_constant31_0_0" [id=245, type=get_attr]; +"246 linear_10" [id=246, type=linear]; +"247 gelu_1" [id=247, type=gelu]; +"248 dropout_6" [id=248, type=dropout]; +"249 dropout_6_0_0_nncf_smooth_quant_0" [id=249, type=call_module]; +"250 quantize_per_tensor_default_12" [id=250, type=quantize_per_tensor]; +"251 dequantize_per_tensor_default_12" [id=251, type=dequantize_per_tensor]; +"252 linear_11_scale_0" [id=252, type=get_attr]; +"253 linear_11_zero_point_0" [id=253, type=get_attr]; +"254 compressed_weight_updated_constant12" [id=254, type=get_attr]; +"255 quantize_per_channel_default_12" [id=255, type=quantize_per_channel]; +"256 dequantize_per_channel_default_12" [id=256, type=dequantize_per_channel]; +"257 _param_constant33_0_0" [id=257, type=get_attr]; +"258 linear_11" [id=258, type=linear]; +"259 dropout_7" [id=259, type=dropout]; +"260 _param_constant34" [id=260, type=get_attr]; +"261 _param_constant35" [id=261, type=get_attr]; +"262 layer_norm_4" [id=262, type=layer_norm]; +"263 add_6" [id=263, type=add]; +"264 pad_2" [id=264, type=pad]; +"265 slice_25" [id=265, type=slice]; +"266 slice_26" [id=266, type=slice]; +"267 slice_27" [id=267, type=slice]; +"268 slice_28" [id=268, type=slice]; +"269 slice_29" [id=269, type=slice]; +"270 slice_30" [id=270, type=slice]; +"271 slice_31" [id=271, type=slice]; +"272 slice_32" [id=272, type=slice]; +"273 slice_33" [id=273, type=slice]; +"274 slice_34" [id=274, type=slice]; +"275 slice_35" [id=275, type=slice]; +"276 slice_36" [id=276, type=slice]; +"277 cat" [id=277, type=cat]; +"278 cat_0_0_nncf_smooth_quant_0" [id=278, type=call_module]; +"279 quantize_per_tensor_default_13" [id=279, type=quantize_per_tensor]; +"280 dequantize_per_tensor_default_13" [id=280, type=dequantize_per_tensor]; +"281 linear_12_scale_0" [id=281, type=get_attr]; +"282 linear_12_zero_point_0" [id=282, type=get_attr]; +"283 compressed_weight_updated_constant13" [id=283, type=get_attr]; +"284 quantize_per_channel_default_13" [id=284, type=quantize_per_channel]; +"285 dequantize_per_channel_default_13" [id=285, type=dequantize_per_channel]; +"286 linear_12" [id=286, type=linear]; +"287 _param_constant37" [id=287, type=get_attr]; +"288 _param_constant38" [id=288, type=get_attr]; +"289 layer_norm_5" [id=289, type=layer_norm]; +"290 _tensor_constant13" [id=290, type=get_attr]; +"291 _tensor_constant13_0_0_nncf_smooth_quant_0" [id=291, type=call_module]; +"292 linear_13_scale_0" [id=292, type=get_attr]; +"293 linear_13_zero_point_0" [id=293, type=get_attr]; +"294 compressed_weight_updated_constant14" [id=294, type=get_attr]; +"295 quantize_per_channel_default_14" [id=295, type=quantize_per_channel]; +"296 dequantize_per_channel_default_14" [id=296, type=dequantize_per_channel]; +"297 _param_constant40_0_0" [id=297, type=get_attr]; +"298 linear_13" [id=298, type=linear]; +"299 relu__2" [id=299, type=relu_]; +"300 relu__2_0_0_nncf_smooth_quant_0" [id=300, type=call_module]; +"301 linear_14_scale_0" [id=301, type=get_attr]; +"302 linear_14_zero_point_0" [id=302, type=get_attr]; +"303 compressed_weight_updated_constant15" [id=303, type=get_attr]; +"304 quantize_per_channel_default_15" [id=304, type=quantize_per_channel]; +"305 dequantize_per_channel_default_15" [id=305, type=dequantize_per_channel]; +"306 linear_14" [id=306, type=linear]; +"307 view_11" [id=307, type=view]; +"308 _tensor_constant14" [id=308, type=get_attr]; +"309 index_2" [id=309, type=index]; +"310 view_12" [id=310, type=view]; +"311 permute_10" [id=311, type=permute]; +"312 contiguous_2" [id=312, type=contiguous]; +"313 unsqueeze_6" [id=313, type=unsqueeze]; +"314 sigmoid_2" [id=314, type=sigmoid]; +"315 mul_4" [id=315, type=mul]; +"316 pad_3" [id=316, type=pad]; +"317 view_13" [id=317, type=view]; +"318 permute_11" [id=318, type=permute]; +"319 reshape_9" [id=319, type=reshape]; +"320 reshape_9_0_0_nncf_smooth_quant_0" [id=320, type=call_module]; +"321 quantize_per_tensor_default_14" [id=321, type=quantize_per_tensor]; +"322 dequantize_per_tensor_default_14" [id=322, type=dequantize_per_tensor]; +"323 linear_15_scale_0" [id=323, type=get_attr]; +"324 linear_15_zero_point_0" [id=324, type=get_attr]; +"325 compressed_weight_updated_constant16" [id=325, type=get_attr]; +"326 quantize_per_channel_default_16" [id=326, type=quantize_per_channel]; +"327 dequantize_per_channel_default_16" [id=327, type=dequantize_per_channel]; +"328 _param_constant42_0_0" [id=328, type=get_attr]; +"329 linear_15" [id=329, type=linear]; +"330 reshape_10" [id=330, type=reshape]; +"331 permute_12" [id=331, type=permute]; +"332 select_6" [id=332, type=select]; +"333 select_7" [id=333, type=select]; +"334 select_8" [id=334, type=select]; +"335 linalg_vector_norm_4" [id=335, type=linalg_vector_norm]; +"336 clamp_min_4" [id=336, type=clamp_min]; +"337 expand_as_4" [id=337, type=expand_as]; +"338 div_4" [id=338, type=div]; +"339 quantize_per_tensor_default_15" [id=339, type=quantize_per_tensor]; +"340 dequantize_per_tensor_default_15" [id=340, type=dequantize_per_tensor]; +"341 linalg_vector_norm_5" [id=341, type=linalg_vector_norm]; +"342 clamp_min_5" [id=342, type=clamp_min]; +"343 expand_as_5" [id=343, type=expand_as]; +"344 div_5" [id=344, type=div]; +"345 quantize_per_tensor_default_16" [id=345, type=quantize_per_tensor]; +"346 dequantize_per_tensor_default_16" [id=346, type=dequantize_per_tensor]; +"347 transpose_4" [id=347, type=transpose]; +"348 matmul_4" [id=348, type=matmul]; +"349 _param_constant44" [id=349, type=get_attr]; +"350 clamp_2" [id=350, type=clamp]; +"351 exp_2" [id=351, type=exp]; +"352 mul_5" [id=352, type=mul]; +"353 add_7" [id=353, type=add]; +"354 softmax_2" [id=354, type=softmax]; +"355 dropout_8" [id=355, type=dropout]; +"356 matmul_5" [id=356, type=matmul]; +"357 transpose_5" [id=357, type=transpose]; +"358 reshape_11" [id=358, type=reshape]; +"359 reshape_11_0_0_nncf_smooth_quant_0" [id=359, type=call_module]; +"360 quantize_per_tensor_default_17" [id=360, type=quantize_per_tensor]; +"361 dequantize_per_tensor_default_17" [id=361, type=dequantize_per_tensor]; +"362 linear_16_scale_0" [id=362, type=get_attr]; +"363 linear_16_zero_point_0" [id=363, type=get_attr]; +"364 compressed_weight_updated_constant17" [id=364, type=get_attr]; +"365 quantize_per_channel_default_17" [id=365, type=quantize_per_channel]; +"366 dequantize_per_channel_default_17" [id=366, type=dequantize_per_channel]; +"367 _param_constant46_0_0" [id=367, type=get_attr]; +"368 linear_16" [id=368, type=linear]; +"369 dropout_9" [id=369, type=dropout]; +"370 view_14" [id=370, type=view]; +"371 permute_13" [id=371, type=permute]; +"372 reshape_12" [id=372, type=reshape]; +"373 slice_38" [id=373, type=slice]; +"374 slice_39" [id=374, type=slice]; +"375 slice_40" [id=375, type=slice]; +"376 slice_41" [id=376, type=slice]; +"377 contiguous_3" [id=377, type=contiguous]; +"378 _param_constant47" [id=378, type=get_attr]; +"379 _param_constant48" [id=379, type=get_attr]; +"380 layer_norm_6" [id=380, type=layer_norm]; +"381 add_8" [id=381, type=add]; +"382 add_8_0_0_nncf_smooth_quant_0" [id=382, type=call_module]; +"383 quantize_per_tensor_default_18" [id=383, type=quantize_per_tensor]; +"384 dequantize_per_tensor_default_18" [id=384, type=dequantize_per_tensor]; +"385 linear_17_scale_0" [id=385, type=get_attr]; +"386 linear_17_zero_point_0" [id=386, type=get_attr]; +"387 compressed_weight_updated_constant18" [id=387, type=get_attr]; +"388 quantize_per_channel_default_18" [id=388, type=quantize_per_channel]; +"389 dequantize_per_channel_default_18" [id=389, type=dequantize_per_channel]; +"390 _param_constant50_0_0" [id=390, type=get_attr]; +"391 linear_17" [id=391, type=linear]; +"392 gelu_2" [id=392, type=gelu]; +"393 dropout_10" [id=393, type=dropout]; +"394 dropout_10_0_0_nncf_smooth_quant_0" [id=394, type=call_module]; +"395 quantize_per_tensor_default_19" [id=395, type=quantize_per_tensor]; +"396 dequantize_per_tensor_default_19" [id=396, type=dequantize_per_tensor]; +"397 linear_18_scale_0" [id=397, type=get_attr]; +"398 linear_18_zero_point_0" [id=398, type=get_attr]; +"399 compressed_weight_updated_constant19" [id=399, type=get_attr]; +"400 quantize_per_channel_default_19" [id=400, type=quantize_per_channel]; +"401 dequantize_per_channel_default_19" [id=401, type=dequantize_per_channel]; +"402 _param_constant52_0_0" [id=402, type=get_attr]; +"403 linear_18" [id=403, type=linear]; +"404 dropout_11" [id=404, type=dropout]; +"405 _param_constant53" [id=405, type=get_attr]; +"406 _param_constant54" [id=406, type=get_attr]; +"407 layer_norm_7" [id=407, type=layer_norm]; +"408 add_9" [id=408, type=add]; +"409 _tensor_constant15" [id=409, type=get_attr]; +"410 _tensor_constant15_0_0_nncf_smooth_quant_0" [id=410, type=call_module]; +"411 linear_19_scale_0" [id=411, type=get_attr]; +"412 linear_19_zero_point_0" [id=412, type=get_attr]; +"413 compressed_weight_updated_constant20" [id=413, type=get_attr]; +"414 quantize_per_channel_default_20" [id=414, type=quantize_per_channel]; +"415 dequantize_per_channel_default_20" [id=415, type=dequantize_per_channel]; +"416 _param_constant56_0_0" [id=416, type=get_attr]; +"417 linear_19" [id=417, type=linear]; +"418 relu__3" [id=418, type=relu_]; +"419 relu__3_0_0_nncf_smooth_quant_0" [id=419, type=call_module]; +"420 linear_20_scale_0" [id=420, type=get_attr]; +"421 linear_20_zero_point_0" [id=421, type=get_attr]; +"422 compressed_weight_updated_constant21" [id=422, type=get_attr]; +"423 quantize_per_channel_default_21" [id=423, type=quantize_per_channel]; +"424 dequantize_per_channel_default_21" [id=424, type=dequantize_per_channel]; +"425 linear_20" [id=425, type=linear]; +"426 view_15" [id=426, type=view]; +"427 _tensor_constant16" [id=427, type=get_attr]; +"428 index_3" [id=428, type=index]; +"429 view_16" [id=429, type=view]; +"430 permute_14" [id=430, type=permute]; +"431 contiguous_4" [id=431, type=contiguous]; +"432 unsqueeze_7" [id=432, type=unsqueeze]; +"433 sigmoid_3" [id=433, type=sigmoid]; +"434 mul_6" [id=434, type=mul]; +"435 pad_4" [id=435, type=pad]; +"436 roll_2" [id=436, type=roll]; 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[id=455, type=linalg_vector_norm]; +"456 clamp_min_6" [id=456, type=clamp_min]; +"457 expand_as_6" [id=457, type=expand_as]; +"458 div_6" [id=458, type=div]; +"459 quantize_per_tensor_default_21" [id=459, type=quantize_per_tensor]; +"460 dequantize_per_tensor_default_21" [id=460, type=dequantize_per_tensor]; +"461 linalg_vector_norm_7" [id=461, type=linalg_vector_norm]; +"462 clamp_min_7" [id=462, type=clamp_min]; +"463 expand_as_7" [id=463, type=expand_as]; +"464 div_7" [id=464, type=div]; +"465 quantize_per_tensor_default_22" [id=465, type=quantize_per_tensor]; +"466 dequantize_per_tensor_default_22" [id=466, type=dequantize_per_tensor]; +"467 transpose_6" [id=467, type=transpose]; +"468 matmul_6" [id=468, type=matmul]; +"469 _param_constant60" [id=469, type=get_attr]; +"470 clamp_3" [id=470, type=clamp]; +"471 exp_3" [id=471, type=exp]; +"472 mul_7" [id=472, type=mul]; +"473 add_10" [id=473, type=add]; +"474 new_zeros_1" [id=474, type=new_zeros]; +"475 view_18" [id=475, type=view]; 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type=clamp_min]; +"1769 expand_as_27" [id=1769, type=expand_as]; +"1770 div_27" [id=1770, type=div]; +"1771 quantize_per_tensor_default_83" [id=1771, type=quantize_per_tensor]; +"1772 dequantize_per_tensor_default_83" [id=1772, type=dequantize_per_tensor]; +"1773 transpose_26" [id=1773, type=transpose]; +"1774 matmul_26" [id=1774, type=matmul]; +"1775 _param_constant223" [id=1775, type=get_attr]; +"1776 clamp_13" [id=1776, type=clamp]; +"1777 exp_13" [id=1777, type=exp]; +"1778 mul_27" [id=1778, type=mul]; +"1779 add_45" [id=1779, type=add]; +"1780 new_zeros_6" [id=1780, type=new_zeros]; +"1781 view_73" [id=1781, type=view]; +"1782 permute_62" [id=1782, type=permute]; +"1783 reshape_60" [id=1783, type=reshape]; +"1784 unsqueeze_38" [id=1784, type=unsqueeze]; +"1785 unsqueeze_39" [id=1785, type=unsqueeze]; +"1786 sub_6" [id=1786, type=sub]; +"1787 ne_6" [id=1787, type=ne]; +"1788 masked_fill_12" [id=1788, type=masked_fill]; +"1789 eq_6" [id=1789, type=eq]; +"1790 masked_fill_13" 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type=dequantize_per_channel]; +"1809 _param_constant225_0_0" [id=1809, type=get_attr]; +"1810 linear_83" [id=1810, type=linear]; +"1811 dropout_53" [id=1811, type=dropout]; +"1812 view_76" [id=1812, type=view]; +"1813 permute_63" [id=1813, type=permute]; +"1814 reshape_62" [id=1814, type=reshape]; +"1815 roll_13" [id=1815, type=roll]; +"1816 slice_213" [id=1816, type=slice]; +"1817 slice_214" [id=1817, type=slice]; +"1818 slice_215" [id=1818, type=slice]; +"1819 slice_216" [id=1819, type=slice]; +"1820 contiguous_25" [id=1820, type=contiguous]; +"1821 _param_constant226" [id=1821, type=get_attr]; +"1822 _param_constant227" [id=1822, type=get_attr]; +"1823 layer_norm_29" [id=1823, type=layer_norm]; +"1824 add_47" [id=1824, type=add]; +"1825 add_47_0_0_nncf_smooth_quant_0" [id=1825, type=call_module]; +"1826 quantize_per_tensor_default_85" [id=1826, type=quantize_per_tensor]; +"1827 dequantize_per_tensor_default_85" [id=1827, type=dequantize_per_tensor]; +"1828 linear_84_scale_0" [id=1828, type=get_attr]; +"1829 linear_84_zero_point_0" [id=1829, type=get_attr]; +"1830 compressed_weight_updated_constant85" [id=1830, type=get_attr]; +"1831 quantize_per_channel_default_85" [id=1831, type=quantize_per_channel]; +"1832 dequantize_per_channel_default_85" [id=1832, type=dequantize_per_channel]; +"1833 _param_constant229_0_0" [id=1833, type=get_attr]; +"1834 linear_84" [id=1834, type=linear]; +"1835 gelu_13" [id=1835, type=gelu]; +"1836 dropout_54" [id=1836, type=dropout]; +"1837 dropout_54_0_0_nncf_smooth_quant_0" [id=1837, type=call_module]; +"1838 quantize_per_tensor_default_86" [id=1838, type=quantize_per_tensor]; +"1839 dequantize_per_tensor_default_86" [id=1839, type=dequantize_per_tensor]; +"1840 linear_85_scale_0" [id=1840, type=get_attr]; +"1841 linear_85_zero_point_0" [id=1841, type=get_attr]; +"1842 compressed_weight_updated_constant86" [id=1842, type=get_attr]; +"1843 quantize_per_channel_default_86" [id=1843, type=quantize_per_channel]; +"1844 dequantize_per_channel_default_86" [id=1844, type=dequantize_per_channel]; +"1845 _param_constant231_0_0" [id=1845, type=get_attr]; +"1846 linear_85" [id=1846, type=linear]; +"1847 dropout_55" [id=1847, type=dropout]; +"1848 _param_constant232" [id=1848, type=get_attr]; +"1849 _param_constant233" [id=1849, type=get_attr]; +"1850 layer_norm_30" [id=1850, type=layer_norm]; +"1851 add_48" [id=1851, type=add]; +"1852 _tensor_constant91" [id=1852, type=get_attr]; +"1853 _tensor_constant91_0_0_nncf_smooth_quant_0" [id=1853, type=call_module]; +"1854 linear_86_scale_0" [id=1854, type=get_attr]; +"1855 linear_86_zero_point_0" [id=1855, type=get_attr]; +"1856 compressed_weight_updated_constant87" [id=1856, type=get_attr]; +"1857 quantize_per_channel_default_87" [id=1857, type=quantize_per_channel]; +"1858 dequantize_per_channel_default_87" [id=1858, type=dequantize_per_channel]; +"1859 _param_constant235_0_0" [id=1859, type=get_attr]; +"1860 linear_86" [id=1860, type=linear]; +"1861 relu__14" [id=1861, type=relu_]; +"1862 relu__14_0_0_nncf_smooth_quant_0" [id=1862, type=call_module]; +"1863 linear_87_scale_0" [id=1863, type=get_attr]; +"1864 linear_87_zero_point_0" [id=1864, type=get_attr]; +"1865 compressed_weight_updated_constant88" [id=1865, type=get_attr]; +"1866 quantize_per_channel_default_88" [id=1866, type=quantize_per_channel]; +"1867 dequantize_per_channel_default_88" [id=1867, type=dequantize_per_channel]; +"1868 linear_87" [id=1868, type=linear]; +"1869 view_77" [id=1869, type=view]; +"1870 _tensor_constant92" [id=1870, type=get_attr]; +"1871 index_14" [id=1871, type=index]; +"1872 view_78" [id=1872, type=view]; +"1873 permute_64" [id=1873, type=permute]; +"1874 contiguous_26" [id=1874, type=contiguous]; +"1875 unsqueeze_42" [id=1875, type=unsqueeze]; +"1876 sigmoid_14" [id=1876, type=sigmoid]; +"1877 mul_28" [id=1877, type=mul]; +"1878 pad_16" [id=1878, type=pad]; +"1879 view_79" [id=1879, type=view]; +"1880 permute_65" [id=1880, type=permute]; +"1881 reshape_63" [id=1881, type=reshape]; +"1882 reshape_63_0_0_nncf_smooth_quant_0" [id=1882, type=call_module]; +"1883 quantize_per_tensor_default_87" [id=1883, type=quantize_per_tensor]; +"1884 dequantize_per_tensor_default_87" [id=1884, type=dequantize_per_tensor]; +"1885 linear_88_scale_0" [id=1885, type=get_attr]; +"1886 linear_88_zero_point_0" [id=1886, type=get_attr]; +"1887 compressed_weight_updated_constant89" [id=1887, type=get_attr]; +"1888 quantize_per_channel_default_89" [id=1888, type=quantize_per_channel]; +"1889 dequantize_per_channel_default_89" [id=1889, type=dequantize_per_channel]; +"1890 _param_constant237_0_0" [id=1890, type=get_attr]; +"1891 linear_88" [id=1891, type=linear]; +"1892 reshape_64" [id=1892, type=reshape]; +"1893 permute_66" [id=1893, type=permute]; +"1894 select_42" [id=1894, type=select]; +"1895 select_43" [id=1895, type=select]; +"1896 select_44" [id=1896, type=select]; +"1897 linalg_vector_norm_28" [id=1897, type=linalg_vector_norm]; +"1898 clamp_min_28" [id=1898, type=clamp_min]; +"1899 expand_as_28" [id=1899, type=expand_as]; +"1900 div_28" [id=1900, type=div]; +"1901 quantize_per_tensor_default_88" [id=1901, type=quantize_per_tensor]; +"1902 dequantize_per_tensor_default_88" [id=1902, type=dequantize_per_tensor]; +"1903 linalg_vector_norm_29" [id=1903, type=linalg_vector_norm]; +"1904 clamp_min_29" [id=1904, type=clamp_min]; +"1905 expand_as_29" [id=1905, type=expand_as]; +"1906 div_29" [id=1906, type=div]; +"1907 quantize_per_tensor_default_89" [id=1907, type=quantize_per_tensor]; +"1908 dequantize_per_tensor_default_89" [id=1908, type=dequantize_per_tensor]; +"1909 transpose_28" [id=1909, type=transpose]; +"1910 matmul_28" [id=1910, type=matmul]; +"1911 _param_constant239" [id=1911, type=get_attr]; +"1912 clamp_14" [id=1912, type=clamp]; +"1913 exp_14" [id=1913, type=exp]; +"1914 mul_29" [id=1914, type=mul]; +"1915 add_49" [id=1915, type=add]; +"1916 softmax_14" [id=1916, type=softmax]; +"1917 dropout_56" [id=1917, type=dropout]; +"1918 matmul_29" [id=1918, type=matmul]; +"1919 transpose_29" [id=1919, type=transpose]; +"1920 reshape_65" [id=1920, type=reshape]; +"1921 reshape_65_0_0_nncf_smooth_quant_0" [id=1921, type=call_module]; +"1922 quantize_per_tensor_default_90" [id=1922, type=quantize_per_tensor]; +"1923 dequantize_per_tensor_default_90" [id=1923, type=dequantize_per_tensor]; +"1924 linear_89_scale_0" [id=1924, type=get_attr]; +"1925 linear_89_zero_point_0" [id=1925, type=get_attr]; +"1926 compressed_weight_updated_constant90" [id=1926, type=get_attr]; +"1927 quantize_per_channel_default_90" [id=1927, type=quantize_per_channel]; +"1928 dequantize_per_channel_default_90" [id=1928, type=dequantize_per_channel]; +"1929 _param_constant241_0_0" [id=1929, type=get_attr]; +"1930 linear_89" [id=1930, type=linear]; +"1931 dropout_57" [id=1931, type=dropout]; +"1932 view_80" [id=1932, type=view]; +"1933 permute_67" [id=1933, type=permute]; +"1934 reshape_66" [id=1934, type=reshape]; +"1935 slice_218" [id=1935, type=slice]; +"1936 slice_219" [id=1936, type=slice]; +"1937 slice_220" [id=1937, type=slice]; +"1938 slice_221" [id=1938, type=slice]; +"1939 contiguous_27" [id=1939, type=contiguous]; +"1940 _param_constant242" [id=1940, type=get_attr]; +"1941 _param_constant243" [id=1941, type=get_attr]; +"1942 layer_norm_31" [id=1942, type=layer_norm]; +"1943 add_50" [id=1943, type=add]; +"1944 add_50_0_0_nncf_smooth_quant_0" [id=1944, type=call_module]; +"1945 quantize_per_tensor_default_91" [id=1945, type=quantize_per_tensor]; +"1946 dequantize_per_tensor_default_91" [id=1946, type=dequantize_per_tensor]; +"1947 linear_90_scale_0" [id=1947, type=get_attr]; +"1948 linear_90_zero_point_0" [id=1948, type=get_attr]; +"1949 compressed_weight_updated_constant91" [id=1949, type=get_attr]; +"1950 quantize_per_channel_default_91" [id=1950, type=quantize_per_channel]; +"1951 dequantize_per_channel_default_91" [id=1951, type=dequantize_per_channel]; +"1952 _param_constant245_0_0" [id=1952, type=get_attr]; +"1953 linear_90" [id=1953, type=linear]; +"1954 gelu_14" [id=1954, type=gelu]; +"1955 dropout_58" [id=1955, type=dropout]; +"1956 dropout_58_0_0_nncf_smooth_quant_0" [id=1956, type=call_module]; +"1957 quantize_per_tensor_default_92" [id=1957, type=quantize_per_tensor]; +"1958 dequantize_per_tensor_default_92" [id=1958, type=dequantize_per_tensor]; +"1959 linear_91_scale_0" [id=1959, type=get_attr]; +"1960 linear_91_zero_point_0" [id=1960, type=get_attr]; +"1961 compressed_weight_updated_constant92" [id=1961, type=get_attr]; +"1962 quantize_per_channel_default_92" [id=1962, type=quantize_per_channel]; +"1963 dequantize_per_channel_default_92" [id=1963, type=dequantize_per_channel]; +"1964 _param_constant247_0_0" [id=1964, type=get_attr]; +"1965 linear_91" [id=1965, type=linear]; +"1966 dropout_59" [id=1966, type=dropout]; +"1967 _param_constant248" [id=1967, type=get_attr]; +"1968 _param_constant249" [id=1968, type=get_attr]; +"1969 layer_norm_32" [id=1969, type=layer_norm]; +"1970 add_51" [id=1970, type=add]; +"1971 _tensor_constant93" [id=1971, type=get_attr]; +"1972 _tensor_constant93_0_0_nncf_smooth_quant_0" [id=1972, type=call_module]; +"1973 linear_92_scale_0" [id=1973, type=get_attr]; +"1974 linear_92_zero_point_0" [id=1974, type=get_attr]; +"1975 compressed_weight_updated_constant93" [id=1975, type=get_attr]; +"1976 quantize_per_channel_default_93" [id=1976, type=quantize_per_channel]; +"1977 dequantize_per_channel_default_93" [id=1977, type=dequantize_per_channel]; +"1978 _param_constant251_0_0" [id=1978, type=get_attr]; +"1979 linear_92" [id=1979, type=linear]; +"1980 relu__15" [id=1980, type=relu_]; +"1981 relu__15_0_0_nncf_smooth_quant_0" [id=1981, type=call_module]; +"1982 linear_93_scale_0" [id=1982, type=get_attr]; +"1983 linear_93_zero_point_0" [id=1983, type=get_attr]; +"1984 compressed_weight_updated_constant94" [id=1984, type=get_attr]; +"1985 quantize_per_channel_default_94" [id=1985, type=quantize_per_channel]; +"1986 dequantize_per_channel_default_94" [id=1986, type=dequantize_per_channel]; +"1987 linear_93" [id=1987, type=linear]; +"1988 view_81" [id=1988, type=view]; +"1989 _tensor_constant94" [id=1989, type=get_attr]; +"1990 index_15" [id=1990, type=index]; +"1991 view_82" [id=1991, type=view]; +"1992 permute_68" [id=1992, type=permute]; +"1993 contiguous_28" [id=1993, type=contiguous]; +"1994 unsqueeze_43" [id=1994, type=unsqueeze]; +"1995 sigmoid_15" [id=1995, type=sigmoid]; +"1996 mul_30" [id=1996, type=mul]; +"1997 pad_17" [id=1997, type=pad]; +"1998 roll_14" [id=1998, type=roll]; +"1999 view_83" [id=1999, type=view]; +"2000 permute_69" [id=2000, type=permute]; +"2001 reshape_67" [id=2001, type=reshape]; +"2002 reshape_67_0_0_nncf_smooth_quant_0" [id=2002, type=call_module]; +"2003 quantize_per_tensor_default_93" [id=2003, type=quantize_per_tensor]; +"2004 dequantize_per_tensor_default_93" [id=2004, type=dequantize_per_tensor]; +"2005 linear_94_scale_0" [id=2005, type=get_attr]; +"2006 linear_94_zero_point_0" [id=2006, type=get_attr]; +"2007 compressed_weight_updated_constant95" [id=2007, type=get_attr]; +"2008 quantize_per_channel_default_95" [id=2008, type=quantize_per_channel]; +"2009 dequantize_per_channel_default_95" [id=2009, type=dequantize_per_channel]; +"2010 _param_constant253_0_0" [id=2010, type=get_attr]; +"2011 linear_94" [id=2011, type=linear]; +"2012 reshape_68" [id=2012, type=reshape]; +"2013 permute_70" [id=2013, type=permute]; +"2014 select_45" [id=2014, type=select]; +"2015 select_46" [id=2015, type=select]; +"2016 select_47" [id=2016, type=select]; +"2017 linalg_vector_norm_30" [id=2017, type=linalg_vector_norm]; +"2018 clamp_min_30" [id=2018, type=clamp_min]; +"2019 expand_as_30" [id=2019, type=expand_as]; +"2020 div_30" [id=2020, type=div]; +"2021 quantize_per_tensor_default_94" [id=2021, type=quantize_per_tensor]; +"2022 dequantize_per_tensor_default_94" [id=2022, type=dequantize_per_tensor]; +"2023 linalg_vector_norm_31" [id=2023, type=linalg_vector_norm]; +"2024 clamp_min_31" [id=2024, type=clamp_min]; +"2025 expand_as_31" [id=2025, type=expand_as]; +"2026 div_31" [id=2026, type=div]; +"2027 quantize_per_tensor_default_95" [id=2027, type=quantize_per_tensor]; +"2028 dequantize_per_tensor_default_95" [id=2028, type=dequantize_per_tensor]; +"2029 transpose_30" [id=2029, type=transpose]; +"2030 matmul_30" [id=2030, type=matmul]; +"2031 _param_constant255" [id=2031, type=get_attr]; +"2032 clamp_15" [id=2032, type=clamp]; +"2033 exp_15" [id=2033, type=exp]; +"2034 mul_31" [id=2034, type=mul]; +"2035 add_52" [id=2035, type=add]; +"2036 new_zeros_7" [id=2036, type=new_zeros]; +"2037 view_84" [id=2037, type=view]; +"2038 permute_71" [id=2038, type=permute]; +"2039 reshape_69" [id=2039, type=reshape]; +"2040 unsqueeze_44" [id=2040, type=unsqueeze]; +"2041 unsqueeze_45" [id=2041, type=unsqueeze]; +"2042 sub_7" [id=2042, type=sub]; +"2043 ne_7" [id=2043, type=ne]; +"2044 masked_fill_14" [id=2044, type=masked_fill]; +"2045 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dequantize_per_channel_default_140" [id=3001, type=dequantize_per_channel]; +"3002 _param_constant376_0_0" [id=3002, type=get_attr]; +"3003 linear_139" [id=3003, type=linear]; +"3004 gelu_22" [id=3004, type=gelu]; +"3005 dropout_90" [id=3005, type=dropout]; +"3006 dropout_90_0_0_nncf_smooth_quant_0" [id=3006, type=call_module]; +"3007 quantize_per_tensor_default_141" [id=3007, type=quantize_per_tensor]; +"3008 dequantize_per_tensor_default_141" [id=3008, type=dequantize_per_tensor]; +"3009 linear_140_scale_0" [id=3009, type=get_attr]; +"3010 linear_140_zero_point_0" [id=3010, type=get_attr]; +"3011 compressed_weight_updated_constant141" [id=3011, type=get_attr]; +"3012 quantize_per_channel_default_141" [id=3012, type=quantize_per_channel]; +"3013 dequantize_per_channel_default_141" [id=3013, type=dequantize_per_channel]; +"3014 _param_constant378_0_0" [id=3014, type=get_attr]; +"3015 linear_140" [id=3015, type=linear]; +"3016 dropout_91" [id=3016, type=dropout]; +"3017 _param_constant379" [id=3017, type=get_attr]; +"3018 _param_constant380" [id=3018, type=get_attr]; +"3019 layer_norm_49" [id=3019, type=layer_norm]; +"3020 add_79" [id=3020, type=add]; +"3021 _tensor_constant145" [id=3021, type=get_attr]; +"3022 _tensor_constant145_0_0_nncf_smooth_quant_0" [id=3022, type=call_module]; +"3023 linear_141_scale_0" [id=3023, type=get_attr]; +"3024 linear_141_zero_point_0" [id=3024, type=get_attr]; +"3025 compressed_weight_updated_constant142" [id=3025, type=get_attr]; +"3026 quantize_per_channel_default_142" [id=3026, type=quantize_per_channel]; +"3027 dequantize_per_channel_default_142" [id=3027, type=dequantize_per_channel]; +"3028 _param_constant382_0_0" [id=3028, type=get_attr]; +"3029 linear_141" [id=3029, type=linear]; +"3030 relu__23" [id=3030, type=relu_]; +"3031 relu__23_0_0_nncf_smooth_quant_0" [id=3031, type=call_module]; +"3032 linear_142_scale_0" [id=3032, type=get_attr]; +"3033 linear_142_zero_point_0" [id=3033, type=get_attr]; +"3034 compressed_weight_updated_constant143" [id=3034, type=get_attr]; +"3035 quantize_per_channel_default_143" [id=3035, type=quantize_per_channel]; +"3036 dequantize_per_channel_default_143" [id=3036, type=dequantize_per_channel]; +"3037 linear_142" [id=3037, type=linear]; +"3038 view_125" [id=3038, type=view]; +"3039 _tensor_constant146" [id=3039, type=get_attr]; +"3040 index_23" [id=3040, type=index]; +"3041 view_126" [id=3041, type=view]; +"3042 permute_104" [id=3042, type=permute]; +"3043 contiguous_44" [id=3043, type=contiguous]; +"3044 unsqueeze_67" [id=3044, type=unsqueeze]; +"3045 sigmoid_23" [id=3045, type=sigmoid]; +"3046 mul_46" [id=3046, type=mul]; +"3047 pad_26" [id=3047, type=pad]; +"3048 view_127" [id=3048, type=view]; +"3049 permute_105" [id=3049, type=permute]; +"3050 reshape_103" [id=3050, type=reshape]; +"3051 reshape_103_0_0_nncf_smooth_quant_0" [id=3051, type=call_module]; +"3052 quantize_per_tensor_default_142" [id=3052, type=quantize_per_tensor]; +"3053 dequantize_per_tensor_default_142" [id=3053, type=dequantize_per_tensor]; +"3054 linear_143_scale_0" [id=3054, type=get_attr]; +"3055 linear_143_zero_point_0" [id=3055, type=get_attr]; +"3056 compressed_weight_updated_constant144" [id=3056, type=get_attr]; +"3057 quantize_per_channel_default_144" [id=3057, type=quantize_per_channel]; +"3058 dequantize_per_channel_default_144" [id=3058, type=dequantize_per_channel]; +"3059 _param_constant384_0_0" [id=3059, type=get_attr]; +"3060 linear_143" [id=3060, type=linear]; +"3061 reshape_104" [id=3061, type=reshape]; +"3062 permute_106" [id=3062, type=permute]; +"3063 select_69" [id=3063, type=select]; +"3064 select_70" [id=3064, type=select]; +"3065 select_71" [id=3065, type=select]; +"3066 linalg_vector_norm_46" [id=3066, type=linalg_vector_norm]; +"3067 clamp_min_46" [id=3067, type=clamp_min]; +"3068 expand_as_46" [id=3068, type=expand_as]; +"3069 div_46" [id=3069, type=div]; +"3070 quantize_per_tensor_default_143" [id=3070, type=quantize_per_tensor]; +"3071 dequantize_per_tensor_default_143" [id=3071, type=dequantize_per_tensor]; +"3072 linalg_vector_norm_47" [id=3072, type=linalg_vector_norm]; +"3073 clamp_min_47" [id=3073, type=clamp_min]; +"3074 expand_as_47" [id=3074, type=expand_as]; +"3075 div_47" [id=3075, type=div]; +"3076 quantize_per_tensor_default_144" [id=3076, type=quantize_per_tensor]; +"3077 dequantize_per_tensor_default_144" [id=3077, type=dequantize_per_tensor]; +"3078 transpose_46" [id=3078, type=transpose]; +"3079 matmul_46" [id=3079, type=matmul]; +"3080 _param_constant386" [id=3080, type=get_attr]; +"3081 clamp_23" [id=3081, type=clamp]; +"3082 exp_23" [id=3082, type=exp]; +"3083 mul_47" [id=3083, type=mul]; +"3084 add_80" [id=3084, type=add]; +"3085 softmax_23" [id=3085, type=softmax]; +"3086 dropout_92" [id=3086, type=dropout]; +"3087 matmul_47" [id=3087, type=matmul]; +"3088 transpose_47" [id=3088, type=transpose]; +"3089 reshape_105" [id=3089, type=reshape]; +"3090 reshape_105_0_0_nncf_smooth_quant_0" [id=3090, type=call_module]; +"3091 quantize_per_tensor_default_145" [id=3091, type=quantize_per_tensor]; +"3092 dequantize_per_tensor_default_145" [id=3092, type=dequantize_per_tensor]; +"3093 linear_144_scale_0" [id=3093, type=get_attr]; +"3094 linear_144_zero_point_0" [id=3094, type=get_attr]; +"3095 compressed_weight_updated_constant145" [id=3095, type=get_attr]; +"3096 quantize_per_channel_default_145" [id=3096, type=quantize_per_channel]; +"3097 dequantize_per_channel_default_145" [id=3097, type=dequantize_per_channel]; +"3098 _param_constant388_0_0" [id=3098, type=get_attr]; +"3099 linear_144" [id=3099, type=linear]; +"3100 dropout_93" [id=3100, type=dropout]; +"3101 view_128" [id=3101, type=view]; +"3102 permute_107" [id=3102, type=permute]; +"3103 reshape_106" [id=3103, type=reshape]; +"3104 slice_347" [id=3104, type=slice]; +"3105 slice_348" [id=3105, type=slice]; +"3106 slice_349" [id=3106, type=slice]; +"3107 slice_350" [id=3107, type=slice]; +"3108 contiguous_45" [id=3108, type=contiguous]; +"3109 _param_constant389" [id=3109, type=get_attr]; +"3110 _param_constant390" [id=3110, type=get_attr]; +"3111 layer_norm_50" [id=3111, type=layer_norm]; +"3112 add_81" [id=3112, type=add]; +"3113 add_81_0_0_nncf_smooth_quant_0" [id=3113, type=call_module]; +"3114 quantize_per_tensor_default_146" [id=3114, type=quantize_per_tensor]; +"3115 dequantize_per_tensor_default_146" [id=3115, type=dequantize_per_tensor]; +"3116 linear_145_scale_0" [id=3116, type=get_attr]; +"3117 linear_145_zero_point_0" [id=3117, type=get_attr]; +"3118 compressed_weight_updated_constant146" [id=3118, type=get_attr]; +"3119 quantize_per_channel_default_146" [id=3119, type=quantize_per_channel]; +"3120 dequantize_per_channel_default_146" [id=3120, type=dequantize_per_channel]; +"3121 _param_constant392_0_0" [id=3121, type=get_attr]; +"3122 linear_145" [id=3122, type=linear]; +"3123 gelu_23" [id=3123, type=gelu]; +"3124 dropout_94" [id=3124, type=dropout]; +"3125 dropout_94_0_0_nncf_smooth_quant_0" [id=3125, type=call_module]; +"3126 quantize_per_tensor_default_147" [id=3126, type=quantize_per_tensor]; +"3127 dequantize_per_tensor_default_147" [id=3127, type=dequantize_per_tensor]; +"3128 linear_146_scale_0" [id=3128, type=get_attr]; +"3129 linear_146_zero_point_0" [id=3129, type=get_attr]; +"3130 compressed_weight_updated_constant147" [id=3130, type=get_attr]; +"3131 quantize_per_channel_default_147" [id=3131, type=quantize_per_channel]; +"3132 dequantize_per_channel_default_147" [id=3132, type=dequantize_per_channel]; +"3133 _param_constant394_0_0" [id=3133, type=get_attr]; +"3134 linear_146" [id=3134, type=linear]; +"3135 dropout_95" [id=3135, type=dropout]; +"3136 _param_constant395" [id=3136, type=get_attr]; +"3137 _param_constant396" [id=3137, type=get_attr]; +"3138 layer_norm_51" [id=3138, type=layer_norm]; +"3139 add_82" [id=3139, type=add]; +"3140 _param_constant397" [id=3140, type=get_attr]; +"3141 _param_constant398" [id=3141, type=get_attr]; +"3142 layer_norm_52" [id=3142, type=layer_norm]; +"3143 permute_108" [id=3143, type=permute]; +"3144 adaptive_avg_pool2d" [id=3144, type=adaptive_avg_pool2d]; +"3145 flatten" [id=3145, type=flatten]; +"3146 flatten_0_0_nncf_smooth_quant_0" [id=3146, type=call_module]; +"3147 quantize_per_tensor_default_148" [id=3147, type=quantize_per_tensor]; +"3148 dequantize_per_tensor_default_148" [id=3148, type=dequantize_per_tensor]; +"3149 linear_147_scale_0" [id=3149, type=get_attr]; +"3150 linear_147_zero_point_0" [id=3150, type=get_attr]; +"3151 compressed_weight_updated_constant148" [id=3151, type=get_attr]; +"3152 quantize_per_channel_default_148" [id=3152, type=quantize_per_channel]; +"3153 dequantize_per_channel_default_148" [id=3153, type=dequantize_per_channel]; +"3154 _param_constant400_0_0" [id=3154, type=get_attr]; +"3155 linear_147" [id=3155, type=linear]; +"3156 output" [id=3156, type=output]; "0 arg0_1" -> "1 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 _param_constant1" -> "9 conv2d" [label="(96,)", style=solid]; -"4 conv2d_scale_0" -> "7 quantize_per_channel_default" [label="(96,)", style=solid]; -"4 conv2d_scale_0" -> "8 dequantize_per_channel_default" [label="(96,)", style=solid]; -"5 conv2d_zero_point_0" -> "7 quantize_per_channel_default" [label="(96,)", style=solid]; -"5 conv2d_zero_point_0" -> "8 dequantize_per_channel_default" [label="(96,)", style=solid]; -"6 compressed_weight_updated_constant0" -> "7 quantize_per_channel_default" [label="(96, 3, 4, 4)", style=solid]; -"7 quantize_per_channel_default" -> "8 dequantize_per_channel_default" [label="(96, 3, 4, 4)", style=solid]; -"8 dequantize_per_channel_default" -> "9 conv2d" [label="(96, 3, 4, 4)", style=solid]; +"3 conv2d_scale_0" -> "6 quantize_per_channel_default" [label="(96,)", style=solid]; +"3 conv2d_scale_0" -> "7 dequantize_per_channel_default" [label="(96,)", style=solid]; +"4 conv2d_zero_point_0" -> "6 quantize_per_channel_default" [label="(96,)", style=solid]; +"4 conv2d_zero_point_0" -> "7 dequantize_per_channel_default" [label="(96,)", style=solid]; +"5 compressed_weight_updated_constant0" -> "6 quantize_per_channel_default" [label="(96, 3, 4, 4)", style=solid]; +"6 quantize_per_channel_default" -> "7 dequantize_per_channel_default" [label="(96, 3, 4, 4)", style=solid]; +"7 dequantize_per_channel_default" -> "9 conv2d" [label="(96, 3, 4, 4)", style=solid]; +"8 _param_constant1_0_0" -> "9 conv2d" [label="(96,)", style=solid]; "9 conv2d" -> "10 permute" [label="(1, 96, 56, 56)", style=solid]; "10 permute" -> "13 layer_norm" [label="(1, 56, 56, 96)", style=solid]; "11 _param_constant2" -> "13 layer_norm" [label="(96,)", style=solid]; "12 _param_constant3" -> "13 layer_norm" [label="(96,)", style=solid]; "13 layer_norm" -> "40 pad" [label="(1, 56, 56, 96)", style=solid]; -"13 layer_norm" -> "103 add_1" [label="(1, 56, 56, 96)", style=solid]; -"14 _tensor_constant0" -> "16 _tensor_constant0_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"15 _param_constant5" -> "22 linear" [label="(512,)", style=solid]; -"16 _tensor_constant0_0_0_nncf_smooth_quant_0" -> "22 linear" [label="(1, 15, 15, 2)", style=solid]; -"17 linear_scale_0" -> "20 quantize_per_channel_default_1" [label="(512,)", style=solid]; -"17 linear_scale_0" -> "21 dequantize_per_channel_default_1" [label="(512,)", style=solid]; -"18 linear_zero_point_0" -> "20 quantize_per_channel_default_1" [label="(512,)", style=solid]; -"18 linear_zero_point_0" -> "21 dequantize_per_channel_default_1" [label="(512,)", style=solid]; -"19 compressed_weight_updated_constant1" -> "20 quantize_per_channel_default_1" [label="(512, 2)", style=solid]; -"20 quantize_per_channel_default_1" -> "21 dequantize_per_channel_default_1" [label="(512, 2)", style=solid]; -"21 dequantize_per_channel_default_1" -> "22 linear" [label="(512, 2)", style=solid]; +"13 layer_norm" -> "102 add_1" [label="(1, 56, 56, 96)", style=solid]; +"14 _tensor_constant0" -> "15 _tensor_constant0_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"15 _tensor_constant0_0_0_nncf_smooth_quant_0" -> "22 linear" [label="(1, 15, 15, 2)", style=solid]; +"16 linear_scale_0" -> "19 quantize_per_channel_default_1" [label="(512,)", style=solid]; +"16 linear_scale_0" -> "20 dequantize_per_channel_default_1" [label="(512,)", style=solid]; +"17 linear_zero_point_0" -> "19 quantize_per_channel_default_1" [label="(512,)", style=solid]; +"17 linear_zero_point_0" -> "20 dequantize_per_channel_default_1" [label="(512,)", style=solid]; +"18 compressed_weight_updated_constant1" -> "19 quantize_per_channel_default_1" [label="(512, 2)", style=solid]; +"19 quantize_per_channel_default_1" -> "20 dequantize_per_channel_default_1" [label="(512, 2)", style=solid]; +"20 dequantize_per_channel_default_1" -> "22 linear" [label="(512, 2)", style=solid]; +"21 _param_constant5_0_0" -> "22 linear" [label="(512,)", style=solid]; "22 linear" -> "23 relu_" [label="(1, 15, 15, 512)", style=solid]; "23 relu_" -> "24 relu__0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; "24 relu__0_0_nncf_smooth_quant_0" -> "30 linear_1" [label="(1, 15, 15, 512)", style=solid]; @@ -3226,3681 +3202,3657 @@ strict digraph { "36 contiguous" -> "37 unsqueeze" [label="(3, 64, 64)", style=solid]; "37 unsqueeze" -> "38 sigmoid" [label="(1, 3, 64, 64)", style=solid]; "38 sigmoid" -> "39 mul" [label="(1, 3, 64, 64)", style=solid]; -"39 mul" -> "78 add" [label="(1, 3, 64, 64)", style=solid]; +"39 mul" -> "77 add" [label="(1, 3, 64, 64)", style=solid]; "40 pad" -> "41 view_2" [label="(1, 56, 56, 96)", style=solid]; "41 view_2" -> "42 permute_2" [label="(1, 7, 8, 7, 8, 96)", style=solid]; "42 permute_2" -> "43 reshape" [label="(1, 7, 7, 8, 8, 96)", style=solid]; -"43 reshape" -> "46 reshape_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"44 _param_constant7" -> "45 clone" [label="(288,)", style=solid]; -"45 clone" -> "54 linear_2" [label="(288,)", style=solid]; -"46 reshape_0_0_nncf_smooth_quant_0" -> "47 quantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; -"47 quantize_per_tensor_default_1" -> "48 dequantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; -"48 dequantize_per_tensor_default_1" -> "54 linear_2" [label="(49, 64, 96)", style=solid]; -"49 linear_2_scale_0" -> "52 quantize_per_channel_default_3" [label="(288,)", style=solid]; -"49 linear_2_scale_0" -> "53 dequantize_per_channel_default_3" [label="(288,)", style=solid]; -"50 linear_2_zero_point_0" -> "52 quantize_per_channel_default_3" [label="(288,)", style=solid]; -"50 linear_2_zero_point_0" -> "53 dequantize_per_channel_default_3" [label="(288,)", style=solid]; -"51 compressed_weight_updated_constant3" -> "52 quantize_per_channel_default_3" [label="(288, 96)", style=solid]; -"52 quantize_per_channel_default_3" -> "53 dequantize_per_channel_default_3" [label="(288, 96)", style=solid]; -"53 dequantize_per_channel_default_3" -> "54 linear_2" [label="(288, 96)", style=solid]; -"54 linear_2" -> "55 reshape_1" [label="(49, 64, 288)", style=solid]; -"55 reshape_1" -> "56 permute_3" [label="(49, 64, 3, 3, 32)", style=solid]; -"56 permute_3" -> "57 select" [label="(3, 49, 3, 64, 32)", style=solid]; -"56 permute_3" -> "58 select_1" [label="(3, 49, 3, 64, 32)", style=solid]; -"56 permute_3" -> "59 select_2" [label="(3, 49, 3, 64, 32)", style=solid]; -"57 select" -> "60 linalg_vector_norm" [label="(49, 3, 64, 32)", style=solid]; -"57 select" -> "62 expand_as" [label="(49, 3, 64, 32)", style=solid]; -"57 select" -> "63 div" [label="(49, 3, 64, 32)", style=solid]; -"58 select_1" -> "66 linalg_vector_norm_1" [label="(49, 3, 64, 32)", style=solid]; -"58 select_1" -> "68 expand_as_1" [label="(49, 3, 64, 32)", style=solid]; -"58 select_1" -> "69 div_1" [label="(49, 3, 64, 32)", style=solid]; -"59 select_2" -> "81 matmul_1" [label="(49, 3, 64, 32)", style=solid]; -"60 linalg_vector_norm" -> "61 clamp_min" [label="(49, 3, 64, 1)", style=solid]; -"61 clamp_min" -> "62 expand_as" [label="(49, 3, 64, 1)", style=solid]; -"62 expand_as" -> "63 div" [label="(49, 3, 64, 32)", style=solid]; -"63 div" -> "64 quantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; -"64 quantize_per_tensor_default_2" -> "65 dequantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; -"65 dequantize_per_tensor_default_2" -> "73 matmul" [label="(49, 3, 64, 32)", style=solid]; -"66 linalg_vector_norm_1" -> "67 clamp_min_1" [label="(49, 3, 64, 1)", style=solid]; -"67 clamp_min_1" -> "68 expand_as_1" [label="(49, 3, 64, 1)", style=solid]; -"68 expand_as_1" -> "69 div_1" [label="(49, 3, 64, 32)", style=solid]; -"69 div_1" -> "70 quantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; -"70 quantize_per_tensor_default_3" -> "71 dequantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; -"71 dequantize_per_tensor_default_3" -> "72 transpose" [label="(49, 3, 64, 32)", style=solid]; -"72 transpose" -> "73 matmul" [label="(49, 3, 32, 64)", style=solid]; -"73 matmul" -> "77 mul_1" [label="(49, 3, 64, 64)", style=solid]; -"74 _param_constant9" -> "75 clamp" [label="(3, 1, 1)", style=solid]; -"75 clamp" -> "76 exp" [label="(3, 1, 1)", style=solid]; -"76 exp" -> "77 mul_1" [label="(3, 1, 1)", style=solid]; -"77 mul_1" -> "78 add" [label="(49, 3, 64, 64)", style=solid]; -"78 add" -> "79 softmax" [label="(49, 3, 64, 64)", style=solid]; -"79 softmax" -> "80 dropout" [label="(49, 3, 64, 64)", style=solid]; -"80 dropout" -> "81 matmul_1" [label="(49, 3, 64, 64)", style=solid]; -"81 matmul_1" -> "82 transpose_1" [label="(49, 3, 64, 32)", style=solid]; -"82 transpose_1" -> "83 reshape_2" [label="(49, 64, 3, 32)", style=solid]; -"83 reshape_2" -> "85 reshape_2_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"84 _param_constant11" -> "93 linear_3" [label="(96,)", style=solid]; -"85 reshape_2_0_0_nncf_smooth_quant_0" -> "86 quantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; -"86 quantize_per_tensor_default_4" -> "87 dequantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; -"87 dequantize_per_tensor_default_4" -> "93 linear_3" [label="(49, 64, 96)", style=solid]; -"88 linear_3_scale_0" -> "91 quantize_per_channel_default_4" [label="(96,)", style=solid]; -"88 linear_3_scale_0" -> "92 dequantize_per_channel_default_4" [label="(96,)", style=solid]; -"89 linear_3_zero_point_0" -> "91 quantize_per_channel_default_4" [label="(96,)", style=solid]; -"89 linear_3_zero_point_0" -> "92 dequantize_per_channel_default_4" [label="(96,)", style=solid]; -"90 compressed_weight_updated_constant4" -> "91 quantize_per_channel_default_4" [label="(96, 96)", style=solid]; -"91 quantize_per_channel_default_4" -> "92 dequantize_per_channel_default_4" [label="(96, 96)", style=solid]; -"92 dequantize_per_channel_default_4" -> "93 linear_3" [label="(96, 96)", style=solid]; -"93 linear_3" -> "94 dropout_1" [label="(49, 64, 96)", style=solid]; -"94 dropout_1" -> "95 view_3" [label="(49, 64, 96)", style=solid]; -"95 view_3" -> "96 permute_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; -"96 permute_4" -> "97 reshape_3" [label="(1, 7, 8, 7, 8, 96)", style=solid]; -"97 reshape_3" -> "98 slice_2" [label="(1, 56, 56, 96)", style=solid]; -"98 slice_2" -> "99 slice_3" [label="(1, 56, 56, 96)", style=solid]; -"99 slice_3" -> "102 layer_norm_1" [label="(1, 56, 56, 96)", style=solid]; -"100 _param_constant12" -> "102 layer_norm_1" [label="(96,)", style=solid]; -"101 _param_constant13" -> "102 layer_norm_1" [label="(96,)", style=solid]; -"102 layer_norm_1" -> "103 add_1" [label="(1, 56, 56, 96)", style=solid]; -"103 add_1" -> "105 add_1_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 96)", style=solid]; -"103 add_1" -> "130 add_2" [label="(1, 56, 56, 96)", style=solid]; -"104 _param_constant15" -> "113 linear_4" [label="(384,)", style=solid]; -"105 add_1_0_0_nncf_smooth_quant_0" -> "106 quantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; -"106 quantize_per_tensor_default_5" -> "107 dequantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; -"107 dequantize_per_tensor_default_5" -> "113 linear_4" [label="(1, 56, 56, 96)", style=solid]; -"108 linear_4_scale_0" -> "111 quantize_per_channel_default_5" [label="(384,)", style=solid]; -"108 linear_4_scale_0" -> "112 dequantize_per_channel_default_5" [label="(384,)", style=solid]; -"109 linear_4_zero_point_0" -> "111 quantize_per_channel_default_5" [label="(384,)", style=solid]; -"109 linear_4_zero_point_0" -> "112 dequantize_per_channel_default_5" [label="(384,)", style=solid]; -"110 compressed_weight_updated_constant5" -> "111 quantize_per_channel_default_5" [label="(384, 96)", style=solid]; -"111 quantize_per_channel_default_5" -> "112 dequantize_per_channel_default_5" [label="(384, 96)", style=solid]; -"112 dequantize_per_channel_default_5" -> "113 linear_4" [label="(384, 96)", style=solid]; -"113 linear_4" -> "114 gelu" [label="(1, 56, 56, 384)", style=solid]; -"114 gelu" -> "115 dropout_2" [label="(1, 56, 56, 384)", style=solid]; -"115 dropout_2" -> "117 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; -"116 _param_constant17" -> "125 linear_5" [label="(96,)", style=solid]; -"117 dropout_2_0_0_nncf_smooth_quant_0" -> "118 quantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; -"118 quantize_per_tensor_default_6" -> "119 dequantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; -"119 dequantize_per_tensor_default_6" -> "125 linear_5" [label="(1, 56, 56, 384)", style=solid]; -"120 linear_5_scale_0" -> "123 quantize_per_channel_default_6" [label="(96,)", style=solid]; -"120 linear_5_scale_0" -> "124 dequantize_per_channel_default_6" [label="(96,)", style=solid]; -"121 linear_5_zero_point_0" -> "123 quantize_per_channel_default_6" [label="(96,)", style=solid]; -"121 linear_5_zero_point_0" -> "124 dequantize_per_channel_default_6" [label="(96,)", style=solid]; -"122 compressed_weight_updated_constant6" -> "123 quantize_per_channel_default_6" [label="(96, 384)", style=solid]; -"123 quantize_per_channel_default_6" -> "124 dequantize_per_channel_default_6" [label="(96, 384)", style=solid]; -"124 dequantize_per_channel_default_6" -> "125 linear_5" [label="(96, 384)", style=solid]; -"125 linear_5" -> "126 dropout_3" [label="(1, 56, 56, 96)", style=solid]; -"126 dropout_3" -> "129 layer_norm_2" [label="(1, 56, 56, 96)", style=solid]; -"127 _param_constant18" -> "129 layer_norm_2" [label="(96,)", style=solid]; -"128 _param_constant19" -> "129 layer_norm_2" [label="(96,)", style=solid]; -"129 layer_norm_2" -> "130 add_2" [label="(1, 56, 56, 96)", style=solid]; -"130 add_2" -> "157 pad_1" [label="(1, 56, 56, 96)", style=solid]; -"130 add_2" -> "238 add_5" [label="(1, 56, 56, 96)", style=solid]; -"131 _tensor_constant2" -> "133 _tensor_constant2_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"132 _param_constant21" -> "139 linear_6" [label="(512,)", style=solid]; -"133 _tensor_constant2_0_0_nncf_smooth_quant_0" -> "139 linear_6" [label="(1, 15, 15, 2)", style=solid]; -"134 linear_6_scale_0" -> "137 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"134 linear_6_scale_0" -> "138 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"135 linear_6_zero_point_0" -> "137 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"135 linear_6_zero_point_0" -> "138 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"136 compressed_weight_updated_constant7" -> "137 quantize_per_channel_default_7" [label="(512, 2)", style=solid]; -"137 quantize_per_channel_default_7" -> "138 dequantize_per_channel_default_7" [label="(512, 2)", style=solid]; -"138 dequantize_per_channel_default_7" -> "139 linear_6" [label="(512, 2)", style=solid]; -"139 linear_6" -> "140 relu__1" [label="(1, 15, 15, 512)", style=solid]; -"140 relu__1" -> "141 relu__1_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"141 relu__1_0_0_nncf_smooth_quant_0" -> "147 linear_7" [label="(1, 15, 15, 512)", style=solid]; -"142 linear_7_scale_0" -> "145 quantize_per_channel_default_8" [label="(3,)", style=solid]; -"142 linear_7_scale_0" -> "146 dequantize_per_channel_default_8" [label="(3,)", style=solid]; -"143 linear_7_zero_point_0" -> "145 quantize_per_channel_default_8" [label="(3,)", style=solid]; -"143 linear_7_zero_point_0" -> "146 dequantize_per_channel_default_8" [label="(3,)", style=solid]; -"144 compressed_weight_updated_constant8" -> "145 quantize_per_channel_default_8" [label="(3, 512)", style=solid]; -"145 quantize_per_channel_default_8" -> "146 dequantize_per_channel_default_8" [label="(3, 512)", style=solid]; -"146 dequantize_per_channel_default_8" -> "147 linear_7" [label="(3, 512)", style=solid]; -"147 linear_7" -> "148 view_4" [label="(1, 15, 15, 3)", style=solid]; -"148 view_4" -> "150 index_1" [label="(225, 3)", style=solid]; -"149 _tensor_constant3" -> "150 index_1" [label="(4096,)", style=solid]; -"150 index_1" -> "151 view_5" [label="(4096, 3)", style=solid]; -"151 view_5" -> "152 permute_5" [label="(64, 64, 3)", style=solid]; -"152 permute_5" -> "153 contiguous_1" [label="(3, 64, 64)", style=solid]; -"153 contiguous_1" -> "154 unsqueeze_1" [label="(3, 64, 64)", style=solid]; -"154 unsqueeze_1" -> "155 sigmoid_1" [label="(1, 3, 64, 64)", style=solid]; -"155 sigmoid_1" -> "156 mul_2" [label="(1, 3, 64, 64)", style=solid]; -"156 mul_2" -> "196 add_3" [label="(1, 3, 64, 64)", style=solid]; -"157 pad_1" -> "158 roll" [label="(1, 56, 56, 96)", style=solid]; -"158 roll" -> "159 view_6" [label="(1, 56, 56, 96)", style=solid]; -"159 view_6" -> "160 permute_6" [label="(1, 7, 8, 7, 8, 96)", style=solid]; -"160 permute_6" -> "161 reshape_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; -"161 reshape_4" -> "164 reshape_4_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"161 reshape_4" -> "197 new_zeros" [label="(49, 64, 96)", style=solid]; -"162 _param_constant23" -> "163 clone_1" [label="(288,)", style=solid]; -"163 clone_1" -> "172 linear_8" [label="(288,)", style=solid]; -"164 reshape_4_0_0_nncf_smooth_quant_0" -> "165 quantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; -"165 quantize_per_tensor_default_7" -> "166 dequantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; -"166 dequantize_per_tensor_default_7" -> "172 linear_8" [label="(49, 64, 96)", style=solid]; -"167 linear_8_scale_0" -> "170 quantize_per_channel_default_9" [label="(288,)", style=solid]; -"167 linear_8_scale_0" -> "171 dequantize_per_channel_default_9" [label="(288,)", style=solid]; -"168 linear_8_zero_point_0" -> "170 quantize_per_channel_default_9" [label="(288,)", style=solid]; -"168 linear_8_zero_point_0" -> "171 dequantize_per_channel_default_9" [label="(288,)", style=solid]; -"169 compressed_weight_updated_constant9" -> "170 quantize_per_channel_default_9" [label="(288, 96)", style=solid]; -"170 quantize_per_channel_default_9" -> "171 dequantize_per_channel_default_9" [label="(288, 96)", style=solid]; -"171 dequantize_per_channel_default_9" -> "172 linear_8" [label="(288, 96)", style=solid]; -"172 linear_8" -> "173 reshape_5" [label="(49, 64, 288)", style=solid]; -"173 reshape_5" -> "174 permute_7" [label="(49, 64, 3, 3, 32)", style=solid]; -"174 permute_7" -> "175 select_3" [label="(3, 49, 3, 64, 32)", style=solid]; -"174 permute_7" -> "176 select_4" [label="(3, 49, 3, 64, 32)", style=solid]; -"174 permute_7" -> "177 select_5" [label="(3, 49, 3, 64, 32)", style=solid]; -"175 select_3" -> "178 linalg_vector_norm_2" [label="(49, 3, 64, 32)", style=solid]; -"175 select_3" -> "180 expand_as_2" [label="(49, 3, 64, 32)", style=solid]; -"175 select_3" -> "181 div_2" [label="(49, 3, 64, 32)", style=solid]; -"176 select_4" -> "184 linalg_vector_norm_3" [label="(49, 3, 64, 32)", style=solid]; -"176 select_4" -> "186 expand_as_3" [label="(49, 3, 64, 32)", style=solid]; -"176 select_4" -> "187 div_3" [label="(49, 3, 64, 32)", style=solid]; -"177 select_5" -> "215 matmul_3" [label="(49, 3, 64, 32)", style=solid]; -"178 linalg_vector_norm_2" -> "179 clamp_min_2" [label="(49, 3, 64, 1)", style=solid]; -"179 clamp_min_2" -> "180 expand_as_2" [label="(49, 3, 64, 1)", style=solid]; -"180 expand_as_2" -> "181 div_2" [label="(49, 3, 64, 32)", style=solid]; -"181 div_2" -> "182 quantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; -"182 quantize_per_tensor_default_8" -> "183 dequantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; -"183 dequantize_per_tensor_default_8" -> "191 matmul_2" [label="(49, 3, 64, 32)", style=solid]; -"184 linalg_vector_norm_3" -> "185 clamp_min_3" [label="(49, 3, 64, 1)", style=solid]; -"185 clamp_min_3" -> "186 expand_as_3" [label="(49, 3, 64, 1)", style=solid]; -"186 expand_as_3" -> "187 div_3" [label="(49, 3, 64, 32)", style=solid]; -"187 div_3" -> "188 quantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; -"188 quantize_per_tensor_default_9" -> "189 dequantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; -"189 dequantize_per_tensor_default_9" -> "190 transpose_2" [label="(49, 3, 64, 32)", style=solid]; -"190 transpose_2" -> "191 matmul_2" [label="(49, 3, 32, 64)", style=solid]; -"191 matmul_2" -> "195 mul_3" [label="(49, 3, 64, 64)", style=solid]; -"192 _param_constant25" -> "193 clamp_1" [label="(3, 1, 1)", style=solid]; -"193 clamp_1" -> "194 exp_1" [label="(3, 1, 1)", style=solid]; -"194 exp_1" -> "195 mul_3" [label="(3, 1, 1)", style=solid]; -"195 mul_3" -> "196 add_3" [label="(49, 3, 64, 64)", style=solid]; -"196 add_3" -> "208 view_8" [label="(49, 3, 64, 64)", style=solid]; -"197 new_zeros" -> "198 view_7" [label="(56, 56)", style=solid]; -"198 view_7" -> "199 permute_8" [label="(7, 8, 7, 8)", style=solid]; -"199 permute_8" -> "200 reshape_6" [label="(7, 7, 8, 8)", style=solid]; -"200 reshape_6" -> "201 unsqueeze_2" [label="(49, 64)", style=solid]; -"200 reshape_6" -> "202 unsqueeze_3" [label="(49, 64)", style=solid]; -"201 unsqueeze_2" -> "203 sub" [label="(49, 1, 64)", style=solid]; -"202 unsqueeze_3" -> "203 sub" [label="(49, 64, 1)", style=solid]; -"203 sub" -> "204 ne" [label="(49, 64, 64)", style=solid]; -"203 sub" -> "205 masked_fill" [label="(49, 64, 64)", style=solid]; -"203 sub" -> "206 eq" [label="(49, 64, 64)", style=solid]; -"204 ne" -> "205 masked_fill" [label="(49, 64, 64)", style=solid]; -"205 masked_fill" -> "207 masked_fill_1" [label="(49, 64, 64)", style=solid]; -"206 eq" -> "207 masked_fill_1" [label="(49, 64, 64)", style=solid]; -"207 masked_fill_1" -> "209 unsqueeze_4" [label="(49, 64, 64)", style=solid]; -"208 view_8" -> "211 add_4" [label="(1, 49, 3, 64, 64)", style=solid]; -"209 unsqueeze_4" -> "210 unsqueeze_5" [label="(49, 1, 64, 64)", style=solid]; -"210 unsqueeze_5" -> "211 add_4" [label="(1, 49, 1, 64, 64)", style=solid]; -"211 add_4" -> "212 view_9" [label="(1, 49, 3, 64, 64)", style=solid]; -"212 view_9" -> "213 softmax_1" [label="(49, 3, 64, 64)", style=solid]; -"213 softmax_1" -> "214 dropout_4" [label="(49, 3, 64, 64)", style=solid]; -"214 dropout_4" -> "215 matmul_3" [label="(49, 3, 64, 64)", style=solid]; -"215 matmul_3" -> "216 transpose_3" [label="(49, 3, 64, 32)", style=solid]; -"216 transpose_3" -> "217 reshape_7" [label="(49, 64, 3, 32)", style=solid]; -"217 reshape_7" -> "219 reshape_7_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; -"218 _param_constant27" -> "227 linear_9" [label="(96,)", style=solid]; -"219 reshape_7_0_0_nncf_smooth_quant_0" -> "220 quantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; -"220 quantize_per_tensor_default_10" -> "221 dequantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; -"221 dequantize_per_tensor_default_10" -> "227 linear_9" [label="(49, 64, 96)", style=solid]; -"222 linear_9_scale_0" -> "225 quantize_per_channel_default_10" [label="(96,)", style=solid]; -"222 linear_9_scale_0" -> "226 dequantize_per_channel_default_10" [label="(96,)", style=solid]; -"223 linear_9_zero_point_0" -> "225 quantize_per_channel_default_10" [label="(96,)", style=solid]; -"223 linear_9_zero_point_0" -> "226 dequantize_per_channel_default_10" [label="(96,)", style=solid]; -"224 compressed_weight_updated_constant10" -> "225 quantize_per_channel_default_10" [label="(96, 96)", style=solid]; -"225 quantize_per_channel_default_10" -> "226 dequantize_per_channel_default_10" [label="(96, 96)", style=solid]; -"226 dequantize_per_channel_default_10" -> "227 linear_9" [label="(96, 96)", style=solid]; -"227 linear_9" -> "228 dropout_5" [label="(49, 64, 96)", style=solid]; -"228 dropout_5" -> "229 view_10" [label="(49, 64, 96)", style=solid]; -"229 view_10" -> "230 permute_9" [label="(1, 7, 7, 8, 8, 96)", style=solid]; -"230 permute_9" -> "231 reshape_8" [label="(1, 7, 8, 7, 8, 96)", style=solid]; -"231 reshape_8" -> "232 roll_1" [label="(1, 56, 56, 96)", style=solid]; -"232 roll_1" -> "233 slice_23" [label="(1, 56, 56, 96)", style=solid]; -"233 slice_23" -> "234 slice_24" [label="(1, 56, 56, 96)", style=solid]; -"234 slice_24" -> "237 layer_norm_3" [label="(1, 56, 56, 96)", style=solid]; -"235 _param_constant28" -> "237 layer_norm_3" [label="(96,)", style=solid]; -"236 _param_constant29" -> "237 layer_norm_3" [label="(96,)", style=solid]; -"237 layer_norm_3" -> "238 add_5" [label="(1, 56, 56, 96)", style=solid]; -"238 add_5" -> "240 add_5_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 96)", style=solid]; -"238 add_5" -> "265 add_6" [label="(1, 56, 56, 96)", style=solid]; -"239 _param_constant31" -> "248 linear_10" [label="(384,)", style=solid]; -"240 add_5_0_0_nncf_smooth_quant_0" -> "241 quantize_per_tensor_default_11" [label="(1, 56, 56, 96)", style=solid]; -"241 quantize_per_tensor_default_11" -> "242 dequantize_per_tensor_default_11" [label="(1, 56, 56, 96)", style=solid]; -"242 dequantize_per_tensor_default_11" -> "248 linear_10" [label="(1, 56, 56, 96)", style=solid]; -"243 linear_10_scale_0" -> "246 quantize_per_channel_default_11" [label="(384,)", style=solid]; -"243 linear_10_scale_0" -> "247 dequantize_per_channel_default_11" [label="(384,)", style=solid]; -"244 linear_10_zero_point_0" -> "246 quantize_per_channel_default_11" [label="(384,)", style=solid]; -"244 linear_10_zero_point_0" -> "247 dequantize_per_channel_default_11" [label="(384,)", style=solid]; -"245 compressed_weight_updated_constant11" -> "246 quantize_per_channel_default_11" [label="(384, 96)", style=solid]; -"246 quantize_per_channel_default_11" -> "247 dequantize_per_channel_default_11" [label="(384, 96)", style=solid]; -"247 dequantize_per_channel_default_11" -> "248 linear_10" [label="(384, 96)", style=solid]; -"248 linear_10" -> "249 gelu_1" [label="(1, 56, 56, 384)", style=solid]; -"249 gelu_1" -> "250 dropout_6" [label="(1, 56, 56, 384)", style=solid]; -"250 dropout_6" -> "252 dropout_6_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; -"251 _param_constant33" -> "260 linear_11" [label="(96,)", style=solid]; -"252 dropout_6_0_0_nncf_smooth_quant_0" -> "253 quantize_per_tensor_default_12" [label="(1, 56, 56, 384)", style=solid]; -"253 quantize_per_tensor_default_12" -> "254 dequantize_per_tensor_default_12" [label="(1, 56, 56, 384)", style=solid]; -"254 dequantize_per_tensor_default_12" -> "260 linear_11" [label="(1, 56, 56, 384)", style=solid]; -"255 linear_11_scale_0" -> "258 quantize_per_channel_default_12" [label="(96,)", style=solid]; -"255 linear_11_scale_0" -> "259 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"256 linear_11_zero_point_0" -> "258 quantize_per_channel_default_12" [label="(96,)", style=solid]; -"256 linear_11_zero_point_0" -> "259 dequantize_per_channel_default_12" [label="(96,)", style=solid]; -"257 compressed_weight_updated_constant12" -> "258 quantize_per_channel_default_12" [label="(96, 384)", style=solid]; -"258 quantize_per_channel_default_12" -> "259 dequantize_per_channel_default_12" [label="(96, 384)", style=solid]; -"259 dequantize_per_channel_default_12" -> "260 linear_11" [label="(96, 384)", style=solid]; -"260 linear_11" -> "261 dropout_7" [label="(1, 56, 56, 96)", style=solid]; -"261 dropout_7" -> "264 layer_norm_4" [label="(1, 56, 56, 96)", style=solid]; -"262 _param_constant34" -> "264 layer_norm_4" [label="(96,)", style=solid]; -"263 _param_constant35" -> "264 layer_norm_4" [label="(96,)", style=solid]; -"264 layer_norm_4" -> "265 add_6" [label="(1, 56, 56, 96)", style=solid]; -"265 add_6" -> "266 pad_2" [label="(1, 56, 56, 96)", style=solid]; -"266 pad_2" -> "267 slice_25" [label="(1, 56, 56, 96)", style=solid]; -"266 pad_2" -> "270 slice_28" [label="(1, 56, 56, 96)", style=solid]; -"266 pad_2" -> "273 slice_31" [label="(1, 56, 56, 96)", style=solid]; -"266 pad_2" -> "276 slice_34" [label="(1, 56, 56, 96)", style=solid]; -"267 slice_25" -> "268 slice_26" [label="(1, 28, 56, 96)", style=solid]; -"268 slice_26" -> "269 slice_27" [label="(1, 28, 28, 96)", style=solid]; -"269 slice_27" -> "279 cat" [label="(1, 28, 28, 96)", style=solid]; -"270 slice_28" -> "271 slice_29" [label="(1, 28, 56, 96)", style=solid]; -"271 slice_29" -> "272 slice_30" [label="(1, 28, 28, 96)", style=solid]; -"272 slice_30" -> "279 cat" [label="(1, 28, 28, 96)", style=solid]; -"273 slice_31" -> "274 slice_32" [label="(1, 28, 56, 96)", style=solid]; -"274 slice_32" -> "275 slice_33" [label="(1, 28, 28, 96)", style=solid]; -"275 slice_33" -> "279 cat" [label="(1, 28, 28, 96)", style=solid]; -"276 slice_34" -> "277 slice_35" [label="(1, 28, 56, 96)", style=solid]; -"277 slice_35" -> "278 slice_36" [label="(1, 28, 28, 96)", style=solid]; -"278 slice_36" -> "279 cat" [label="(1, 28, 28, 96)", style=solid]; -"279 cat" -> "280 cat_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 384)", style=solid]; -"280 cat_0_0_nncf_smooth_quant_0" -> "281 quantize_per_tensor_default_13" [label="(1, 28, 28, 384)", style=solid]; -"281 quantize_per_tensor_default_13" -> "282 dequantize_per_tensor_default_13" [label="(1, 28, 28, 384)", style=solid]; -"282 dequantize_per_tensor_default_13" -> "288 linear_12" [label="(1, 28, 28, 384)", style=solid]; -"283 linear_12_scale_0" -> "286 quantize_per_channel_default_13" [label="(192,)", style=solid]; -"283 linear_12_scale_0" -> "287 dequantize_per_channel_default_13" [label="(192,)", style=solid]; -"284 linear_12_zero_point_0" -> "286 quantize_per_channel_default_13" [label="(192,)", style=solid]; -"284 linear_12_zero_point_0" -> "287 dequantize_per_channel_default_13" [label="(192,)", style=solid]; -"285 compressed_weight_updated_constant13" -> "286 quantize_per_channel_default_13" [label="(192, 384)", style=solid]; -"286 quantize_per_channel_default_13" -> "287 dequantize_per_channel_default_13" [label="(192, 384)", style=solid]; -"287 dequantize_per_channel_default_13" -> "288 linear_12" [label="(192, 384)", style=solid]; -"288 linear_12" -> "291 layer_norm_5" [label="(1, 28, 28, 192)", style=solid]; -"289 _param_constant37" -> "291 layer_norm_5" [label="(192,)", style=solid]; -"290 _param_constant38" -> "291 layer_norm_5" [label="(192,)", style=solid]; -"291 layer_norm_5" -> "318 pad_3" [label="(1, 28, 28, 192)", style=solid]; -"291 layer_norm_5" -> "384 add_8" [label="(1, 28, 28, 192)", style=solid]; -"292 _tensor_constant13" -> "294 _tensor_constant13_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"293 _param_constant40" -> "300 linear_13" [label="(512,)", style=solid]; -"294 _tensor_constant13_0_0_nncf_smooth_quant_0" -> "300 linear_13" [label="(1, 15, 15, 2)", style=solid]; -"295 linear_13_scale_0" -> "298 quantize_per_channel_default_14" [label="(512,)", style=solid]; -"295 linear_13_scale_0" -> "299 dequantize_per_channel_default_14" [label="(512,)", style=solid]; -"296 linear_13_zero_point_0" -> "298 quantize_per_channel_default_14" [label="(512,)", style=solid]; -"296 linear_13_zero_point_0" -> "299 dequantize_per_channel_default_14" [label="(512,)", style=solid]; -"297 compressed_weight_updated_constant14" -> "298 quantize_per_channel_default_14" [label="(512, 2)", style=solid]; -"298 quantize_per_channel_default_14" -> "299 dequantize_per_channel_default_14" [label="(512, 2)", style=solid]; -"299 dequantize_per_channel_default_14" -> "300 linear_13" [label="(512, 2)", style=solid]; -"300 linear_13" -> "301 relu__2" [label="(1, 15, 15, 512)", style=solid]; -"301 relu__2" -> "302 relu__2_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"302 relu__2_0_0_nncf_smooth_quant_0" -> "308 linear_14" [label="(1, 15, 15, 512)", style=solid]; -"303 linear_14_scale_0" -> "306 quantize_per_channel_default_15" [label="(6,)", style=solid]; -"303 linear_14_scale_0" -> "307 dequantize_per_channel_default_15" [label="(6,)", style=solid]; -"304 linear_14_zero_point_0" -> "306 quantize_per_channel_default_15" [label="(6,)", style=solid]; -"304 linear_14_zero_point_0" -> "307 dequantize_per_channel_default_15" [label="(6,)", style=solid]; -"305 compressed_weight_updated_constant15" -> "306 quantize_per_channel_default_15" [label="(6, 512)", style=solid]; -"306 quantize_per_channel_default_15" -> "307 dequantize_per_channel_default_15" [label="(6, 512)", style=solid]; -"307 dequantize_per_channel_default_15" -> "308 linear_14" [label="(6, 512)", style=solid]; -"308 linear_14" -> "309 view_11" [label="(1, 15, 15, 6)", style=solid]; -"309 view_11" -> "311 index_2" [label="(225, 6)", style=solid]; -"310 _tensor_constant14" -> "311 index_2" [label="(4096,)", style=solid]; -"311 index_2" -> "312 view_12" [label="(4096, 6)", style=solid]; -"312 view_12" -> "313 permute_10" [label="(64, 64, 6)", style=solid]; -"313 permute_10" -> "314 contiguous_2" [label="(6, 64, 64)", style=solid]; -"314 contiguous_2" -> "315 unsqueeze_6" [label="(6, 64, 64)", style=solid]; -"315 unsqueeze_6" -> "316 sigmoid_2" [label="(1, 6, 64, 64)", style=solid]; -"316 sigmoid_2" -> "317 mul_4" [label="(1, 6, 64, 64)", style=solid]; -"317 mul_4" -> "356 add_7" [label="(1, 6, 64, 64)", style=solid]; -"318 pad_3" -> "319 view_13" [label="(1, 32, 32, 192)", style=solid]; -"319 view_13" -> "320 permute_11" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"320 permute_11" -> "321 reshape_9" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"321 reshape_9" -> "324 reshape_9_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"322 _param_constant42" -> "323 clone_2" [label="(576,)", style=solid]; -"323 clone_2" -> "332 linear_15" [label="(576,)", style=solid]; -"324 reshape_9_0_0_nncf_smooth_quant_0" -> "325 quantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; -"325 quantize_per_tensor_default_14" -> "326 dequantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; -"326 dequantize_per_tensor_default_14" -> "332 linear_15" [label="(16, 64, 192)", style=solid]; -"327 linear_15_scale_0" -> "330 quantize_per_channel_default_16" [label="(576,)", style=solid]; -"327 linear_15_scale_0" -> "331 dequantize_per_channel_default_16" [label="(576,)", style=solid]; -"328 linear_15_zero_point_0" -> "330 quantize_per_channel_default_16" [label="(576,)", style=solid]; -"328 linear_15_zero_point_0" -> "331 dequantize_per_channel_default_16" [label="(576,)", style=solid]; -"329 compressed_weight_updated_constant16" -> "330 quantize_per_channel_default_16" [label="(576, 192)", style=solid]; -"330 quantize_per_channel_default_16" -> "331 dequantize_per_channel_default_16" [label="(576, 192)", style=solid]; -"331 dequantize_per_channel_default_16" -> "332 linear_15" [label="(576, 192)", style=solid]; -"332 linear_15" -> "333 reshape_10" [label="(16, 64, 576)", style=solid]; -"333 reshape_10" -> "334 permute_12" [label="(16, 64, 3, 6, 32)", style=solid]; -"334 permute_12" -> "335 select_6" [label="(3, 16, 6, 64, 32)", style=solid]; -"334 permute_12" -> "336 select_7" [label="(3, 16, 6, 64, 32)", style=solid]; -"334 permute_12" -> "337 select_8" [label="(3, 16, 6, 64, 32)", style=solid]; -"335 select_6" -> "338 linalg_vector_norm_4" [label="(16, 6, 64, 32)", style=solid]; -"335 select_6" -> "340 expand_as_4" [label="(16, 6, 64, 32)", style=solid]; -"335 select_6" -> "341 div_4" [label="(16, 6, 64, 32)", style=solid]; -"336 select_7" -> "344 linalg_vector_norm_5" [label="(16, 6, 64, 32)", style=solid]; -"336 select_7" -> "346 expand_as_5" [label="(16, 6, 64, 32)", style=solid]; -"336 select_7" -> "347 div_5" [label="(16, 6, 64, 32)", style=solid]; -"337 select_8" -> "359 matmul_5" [label="(16, 6, 64, 32)", style=solid]; -"338 linalg_vector_norm_4" -> "339 clamp_min_4" [label="(16, 6, 64, 1)", style=solid]; -"339 clamp_min_4" -> "340 expand_as_4" [label="(16, 6, 64, 1)", style=solid]; -"340 expand_as_4" -> "341 div_4" [label="(16, 6, 64, 32)", style=solid]; -"341 div_4" -> "342 quantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; -"342 quantize_per_tensor_default_15" -> "343 dequantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; -"343 dequantize_per_tensor_default_15" -> "351 matmul_4" [label="(16, 6, 64, 32)", style=solid]; -"344 linalg_vector_norm_5" -> "345 clamp_min_5" [label="(16, 6, 64, 1)", style=solid]; -"345 clamp_min_5" -> "346 expand_as_5" [label="(16, 6, 64, 1)", style=solid]; -"346 expand_as_5" -> "347 div_5" [label="(16, 6, 64, 32)", style=solid]; -"347 div_5" -> "348 quantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; -"348 quantize_per_tensor_default_16" -> "349 dequantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; -"349 dequantize_per_tensor_default_16" -> "350 transpose_4" [label="(16, 6, 64, 32)", style=solid]; -"350 transpose_4" -> "351 matmul_4" [label="(16, 6, 32, 64)", style=solid]; -"351 matmul_4" -> "355 mul_5" [label="(16, 6, 64, 64)", style=solid]; -"352 _param_constant44" -> "353 clamp_2" [label="(6, 1, 1)", style=solid]; -"353 clamp_2" -> "354 exp_2" [label="(6, 1, 1)", style=solid]; -"354 exp_2" -> "355 mul_5" [label="(6, 1, 1)", style=solid]; -"355 mul_5" -> "356 add_7" [label="(16, 6, 64, 64)", style=solid]; -"356 add_7" -> "357 softmax_2" [label="(16, 6, 64, 64)", style=solid]; -"357 softmax_2" -> "358 dropout_8" [label="(16, 6, 64, 64)", style=solid]; -"358 dropout_8" -> "359 matmul_5" [label="(16, 6, 64, 64)", style=solid]; -"359 matmul_5" -> "360 transpose_5" [label="(16, 6, 64, 32)", style=solid]; -"360 transpose_5" -> "361 reshape_11" [label="(16, 64, 6, 32)", style=solid]; -"361 reshape_11" -> "363 reshape_11_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"362 _param_constant46" -> "371 linear_16" [label="(192,)", style=solid]; -"363 reshape_11_0_0_nncf_smooth_quant_0" -> "364 quantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; -"364 quantize_per_tensor_default_17" -> "365 dequantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; -"365 dequantize_per_tensor_default_17" -> "371 linear_16" [label="(16, 64, 192)", style=solid]; -"366 linear_16_scale_0" -> "369 quantize_per_channel_default_17" [label="(192,)", style=solid]; -"366 linear_16_scale_0" -> "370 dequantize_per_channel_default_17" [label="(192,)", style=solid]; -"367 linear_16_zero_point_0" -> "369 quantize_per_channel_default_17" [label="(192,)", style=solid]; -"367 linear_16_zero_point_0" -> "370 dequantize_per_channel_default_17" [label="(192,)", style=solid]; -"368 compressed_weight_updated_constant17" -> "369 quantize_per_channel_default_17" [label="(192, 192)", style=solid]; -"369 quantize_per_channel_default_17" -> "370 dequantize_per_channel_default_17" [label="(192, 192)", style=solid]; -"370 dequantize_per_channel_default_17" -> "371 linear_16" [label="(192, 192)", style=solid]; -"371 linear_16" -> "372 dropout_9" [label="(16, 64, 192)", style=solid]; -"372 dropout_9" -> "373 view_14" [label="(16, 64, 192)", style=solid]; -"373 view_14" -> "374 permute_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"374 permute_13" -> "375 reshape_12" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"375 reshape_12" -> "376 slice_38" [label="(1, 32, 32, 192)", style=solid]; -"376 slice_38" -> "377 slice_39" [label="(1, 32, 32, 192)", style=solid]; -"377 slice_39" -> "378 slice_40" [label="(1, 28, 32, 192)", style=solid]; -"378 slice_40" -> "379 slice_41" [label="(1, 28, 28, 192)", style=solid]; -"379 slice_41" -> "380 contiguous_3" [label="(1, 28, 28, 192)", style=solid]; -"380 contiguous_3" -> "383 layer_norm_6" [label="(1, 28, 28, 192)", style=solid]; -"381 _param_constant47" -> "383 layer_norm_6" [label="(192,)", style=solid]; -"382 _param_constant48" -> "383 layer_norm_6" [label="(192,)", style=solid]; -"383 layer_norm_6" -> "384 add_8" [label="(1, 28, 28, 192)", style=solid]; -"384 add_8" -> "386 add_8_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 192)", style=solid]; -"384 add_8" -> "411 add_9" [label="(1, 28, 28, 192)", style=solid]; -"385 _param_constant50" -> "394 linear_17" [label="(768,)", style=solid]; -"386 add_8_0_0_nncf_smooth_quant_0" -> "387 quantize_per_tensor_default_18" [label="(1, 28, 28, 192)", style=solid]; -"387 quantize_per_tensor_default_18" -> "388 dequantize_per_tensor_default_18" [label="(1, 28, 28, 192)", style=solid]; -"388 dequantize_per_tensor_default_18" -> "394 linear_17" [label="(1, 28, 28, 192)", style=solid]; -"389 linear_17_scale_0" -> "392 quantize_per_channel_default_18" [label="(768,)", style=solid]; -"389 linear_17_scale_0" -> "393 dequantize_per_channel_default_18" [label="(768,)", style=solid]; -"390 linear_17_zero_point_0" -> "392 quantize_per_channel_default_18" [label="(768,)", style=solid]; -"390 linear_17_zero_point_0" -> "393 dequantize_per_channel_default_18" [label="(768,)", style=solid]; -"391 compressed_weight_updated_constant18" -> "392 quantize_per_channel_default_18" [label="(768, 192)", style=solid]; -"392 quantize_per_channel_default_18" -> "393 dequantize_per_channel_default_18" [label="(768, 192)", style=solid]; -"393 dequantize_per_channel_default_18" -> "394 linear_17" [label="(768, 192)", style=solid]; -"394 linear_17" -> "395 gelu_2" [label="(1, 28, 28, 768)", style=solid]; -"395 gelu_2" -> "396 dropout_10" [label="(1, 28, 28, 768)", style=solid]; -"396 dropout_10" -> "398 dropout_10_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 768)", style=solid]; -"397 _param_constant52" -> "406 linear_18" [label="(192,)", style=solid]; -"398 dropout_10_0_0_nncf_smooth_quant_0" -> "399 quantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; -"399 quantize_per_tensor_default_19" -> "400 dequantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; -"400 dequantize_per_tensor_default_19" -> "406 linear_18" [label="(1, 28, 28, 768)", style=solid]; -"401 linear_18_scale_0" -> "404 quantize_per_channel_default_19" [label="(192,)", style=solid]; -"401 linear_18_scale_0" -> "405 dequantize_per_channel_default_19" [label="(192,)", style=solid]; -"402 linear_18_zero_point_0" -> "404 quantize_per_channel_default_19" [label="(192,)", style=solid]; -"402 linear_18_zero_point_0" -> "405 dequantize_per_channel_default_19" [label="(192,)", style=solid]; -"403 compressed_weight_updated_constant19" -> "404 quantize_per_channel_default_19" [label="(192, 768)", style=solid]; -"404 quantize_per_channel_default_19" -> "405 dequantize_per_channel_default_19" [label="(192, 768)", style=solid]; -"405 dequantize_per_channel_default_19" -> "406 linear_18" [label="(192, 768)", style=solid]; -"406 linear_18" -> "407 dropout_11" [label="(1, 28, 28, 192)", style=solid]; -"407 dropout_11" -> "410 layer_norm_7" [label="(1, 28, 28, 192)", style=solid]; -"408 _param_constant53" -> "410 layer_norm_7" [label="(192,)", style=solid]; -"409 _param_constant54" -> "410 layer_norm_7" [label="(192,)", style=solid]; -"410 layer_norm_7" -> "411 add_9" [label="(1, 28, 28, 192)", style=solid]; -"411 add_9" -> "438 pad_4" [label="(1, 28, 28, 192)", style=solid]; -"411 add_9" -> "522 add_12" [label="(1, 28, 28, 192)", style=solid]; -"412 _tensor_constant15" -> "414 _tensor_constant15_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"413 _param_constant56" -> "420 linear_19" [label="(512,)", style=solid]; -"414 _tensor_constant15_0_0_nncf_smooth_quant_0" -> "420 linear_19" [label="(1, 15, 15, 2)", style=solid]; -"415 linear_19_scale_0" -> "418 quantize_per_channel_default_20" [label="(512,)", style=solid]; -"415 linear_19_scale_0" -> "419 dequantize_per_channel_default_20" [label="(512,)", style=solid]; -"416 linear_19_zero_point_0" -> "418 quantize_per_channel_default_20" [label="(512,)", style=solid]; -"416 linear_19_zero_point_0" -> "419 dequantize_per_channel_default_20" [label="(512,)", style=solid]; -"417 compressed_weight_updated_constant20" -> "418 quantize_per_channel_default_20" [label="(512, 2)", style=solid]; -"418 quantize_per_channel_default_20" -> "419 dequantize_per_channel_default_20" [label="(512, 2)", style=solid]; -"419 dequantize_per_channel_default_20" -> "420 linear_19" [label="(512, 2)", style=solid]; -"420 linear_19" -> "421 relu__3" [label="(1, 15, 15, 512)", style=solid]; -"421 relu__3" -> "422 relu__3_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"422 relu__3_0_0_nncf_smooth_quant_0" -> "428 linear_20" [label="(1, 15, 15, 512)", style=solid]; -"423 linear_20_scale_0" -> "426 quantize_per_channel_default_21" [label="(6,)", style=solid]; -"423 linear_20_scale_0" -> "427 dequantize_per_channel_default_21" [label="(6,)", style=solid]; -"424 linear_20_zero_point_0" -> "426 quantize_per_channel_default_21" [label="(6,)", style=solid]; -"424 linear_20_zero_point_0" -> "427 dequantize_per_channel_default_21" [label="(6,)", style=solid]; -"425 compressed_weight_updated_constant21" -> "426 quantize_per_channel_default_21" [label="(6, 512)", style=solid]; -"426 quantize_per_channel_default_21" -> "427 dequantize_per_channel_default_21" [label="(6, 512)", style=solid]; -"427 dequantize_per_channel_default_21" -> "428 linear_20" [label="(6, 512)", style=solid]; -"428 linear_20" -> "429 view_15" [label="(1, 15, 15, 6)", style=solid]; -"429 view_15" -> "431 index_3" [label="(225, 6)", style=solid]; -"430 _tensor_constant16" -> "431 index_3" [label="(4096,)", style=solid]; -"431 index_3" -> "432 view_16" [label="(4096, 6)", style=solid]; -"432 view_16" -> "433 permute_14" [label="(64, 64, 6)", style=solid]; -"433 permute_14" -> "434 contiguous_4" [label="(6, 64, 64)", style=solid]; -"434 contiguous_4" -> "435 unsqueeze_7" [label="(6, 64, 64)", style=solid]; -"435 unsqueeze_7" -> "436 sigmoid_3" [label="(1, 6, 64, 64)", style=solid]; -"436 sigmoid_3" -> "437 mul_6" [label="(1, 6, 64, 64)", style=solid]; -"437 mul_6" -> "477 add_10" [label="(1, 6, 64, 64)", style=solid]; -"438 pad_4" -> "439 roll_2" [label="(1, 32, 32, 192)", style=solid]; -"439 roll_2" -> "440 view_17" [label="(1, 32, 32, 192)", style=solid]; -"440 view_17" -> "441 permute_15" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"441 permute_15" -> "442 reshape_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"442 reshape_13" -> "445 reshape_13_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"442 reshape_13" -> "478 new_zeros_1" [label="(16, 64, 192)", style=solid]; -"443 _param_constant58" -> "444 clone_3" [label="(576,)", style=solid]; -"444 clone_3" -> "453 linear_21" [label="(576,)", style=solid]; -"445 reshape_13_0_0_nncf_smooth_quant_0" -> "446 quantize_per_tensor_default_20" [label="(16, 64, 192)", style=solid]; -"446 quantize_per_tensor_default_20" -> "447 dequantize_per_tensor_default_20" [label="(16, 64, 192)", style=solid]; -"447 dequantize_per_tensor_default_20" -> "453 linear_21" [label="(16, 64, 192)", style=solid]; -"448 linear_21_scale_0" -> "451 quantize_per_channel_default_22" [label="(576,)", style=solid]; -"448 linear_21_scale_0" -> "452 dequantize_per_channel_default_22" [label="(576,)", style=solid]; -"449 linear_21_zero_point_0" -> "451 quantize_per_channel_default_22" [label="(576,)", style=solid]; -"449 linear_21_zero_point_0" -> "452 dequantize_per_channel_default_22" [label="(576,)", style=solid]; -"450 compressed_weight_updated_constant22" -> "451 quantize_per_channel_default_22" [label="(576, 192)", style=solid]; -"451 quantize_per_channel_default_22" -> "452 dequantize_per_channel_default_22" [label="(576, 192)", style=solid]; -"452 dequantize_per_channel_default_22" -> "453 linear_21" [label="(576, 192)", style=solid]; -"453 linear_21" -> "454 reshape_14" [label="(16, 64, 576)", style=solid]; -"454 reshape_14" -> "455 permute_16" [label="(16, 64, 3, 6, 32)", style=solid]; -"455 permute_16" -> "456 select_9" [label="(3, 16, 6, 64, 32)", style=solid]; -"455 permute_16" -> "457 select_10" [label="(3, 16, 6, 64, 32)", style=solid]; -"455 permute_16" -> "458 select_11" [label="(3, 16, 6, 64, 32)", style=solid]; -"456 select_9" -> "459 linalg_vector_norm_6" [label="(16, 6, 64, 32)", style=solid]; -"456 select_9" -> "461 expand_as_6" [label="(16, 6, 64, 32)", style=solid]; -"456 select_9" -> "462 div_6" [label="(16, 6, 64, 32)", style=solid]; -"457 select_10" -> "465 linalg_vector_norm_7" [label="(16, 6, 64, 32)", style=solid]; -"457 select_10" -> "467 expand_as_7" [label="(16, 6, 64, 32)", style=solid]; -"457 select_10" -> "468 div_7" [label="(16, 6, 64, 32)", style=solid]; -"458 select_11" -> "496 matmul_7" [label="(16, 6, 64, 32)", style=solid]; -"459 linalg_vector_norm_6" -> "460 clamp_min_6" [label="(16, 6, 64, 1)", style=solid]; -"460 clamp_min_6" -> "461 expand_as_6" [label="(16, 6, 64, 1)", style=solid]; -"461 expand_as_6" -> "462 div_6" [label="(16, 6, 64, 32)", style=solid]; -"462 div_6" -> "463 quantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; -"463 quantize_per_tensor_default_21" -> "464 dequantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; -"464 dequantize_per_tensor_default_21" -> "472 matmul_6" [label="(16, 6, 64, 32)", style=solid]; -"465 linalg_vector_norm_7" -> "466 clamp_min_7" [label="(16, 6, 64, 1)", style=solid]; -"466 clamp_min_7" -> "467 expand_as_7" [label="(16, 6, 64, 1)", style=solid]; -"467 expand_as_7" -> "468 div_7" [label="(16, 6, 64, 32)", style=solid]; -"468 div_7" -> "469 quantize_per_tensor_default_22" [label="(16, 6, 64, 32)", style=solid]; -"469 quantize_per_tensor_default_22" -> "470 dequantize_per_tensor_default_22" [label="(16, 6, 64, 32)", style=solid]; -"470 dequantize_per_tensor_default_22" -> "471 transpose_6" [label="(16, 6, 64, 32)", style=solid]; -"471 transpose_6" -> "472 matmul_6" [label="(16, 6, 32, 64)", style=solid]; -"472 matmul_6" -> "476 mul_7" [label="(16, 6, 64, 64)", style=solid]; -"473 _param_constant60" -> "474 clamp_3" [label="(6, 1, 1)", style=solid]; -"474 clamp_3" -> "475 exp_3" [label="(6, 1, 1)", style=solid]; -"475 exp_3" -> "476 mul_7" [label="(6, 1, 1)", style=solid]; -"476 mul_7" -> "477 add_10" [label="(16, 6, 64, 64)", style=solid]; -"477 add_10" -> "489 view_19" [label="(16, 6, 64, 64)", style=solid]; -"478 new_zeros_1" -> "479 view_18" [label="(32, 32)", style=solid]; -"479 view_18" -> "480 permute_17" [label="(4, 8, 4, 8)", style=solid]; -"480 permute_17" -> "481 reshape_15" [label="(4, 4, 8, 8)", style=solid]; -"481 reshape_15" -> "482 unsqueeze_8" [label="(16, 64)", style=solid]; -"481 reshape_15" -> "483 unsqueeze_9" [label="(16, 64)", style=solid]; -"482 unsqueeze_8" -> "484 sub_1" [label="(16, 1, 64)", style=solid]; -"483 unsqueeze_9" -> "484 sub_1" [label="(16, 64, 1)", style=solid]; -"484 sub_1" -> "485 ne_1" [label="(16, 64, 64)", style=solid]; -"484 sub_1" -> "486 masked_fill_2" [label="(16, 64, 64)", style=solid]; -"484 sub_1" -> "487 eq_1" [label="(16, 64, 64)", style=solid]; -"485 ne_1" -> "486 masked_fill_2" [label="(16, 64, 64)", style=solid]; -"486 masked_fill_2" -> "488 masked_fill_3" [label="(16, 64, 64)", style=solid]; -"487 eq_1" -> "488 masked_fill_3" [label="(16, 64, 64)", style=solid]; -"488 masked_fill_3" -> "490 unsqueeze_10" [label="(16, 64, 64)", style=solid]; -"489 view_19" -> "492 add_11" [label="(1, 16, 6, 64, 64)", style=solid]; -"490 unsqueeze_10" -> "491 unsqueeze_11" [label="(16, 1, 64, 64)", style=solid]; -"491 unsqueeze_11" -> "492 add_11" [label="(1, 16, 1, 64, 64)", style=solid]; -"492 add_11" -> "493 view_20" [label="(1, 16, 6, 64, 64)", style=solid]; -"493 view_20" -> "494 softmax_3" [label="(16, 6, 64, 64)", style=solid]; -"494 softmax_3" -> "495 dropout_12" [label="(16, 6, 64, 64)", style=solid]; -"495 dropout_12" -> "496 matmul_7" [label="(16, 6, 64, 64)", style=solid]; -"496 matmul_7" -> "497 transpose_7" [label="(16, 6, 64, 32)", style=solid]; -"497 transpose_7" -> "498 reshape_16" [label="(16, 64, 6, 32)", style=solid]; -"498 reshape_16" -> "500 reshape_16_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; -"499 _param_constant62" -> "508 linear_22" [label="(192,)", style=solid]; -"500 reshape_16_0_0_nncf_smooth_quant_0" -> "501 quantize_per_tensor_default_23" [label="(16, 64, 192)", style=solid]; -"501 quantize_per_tensor_default_23" -> "502 dequantize_per_tensor_default_23" [label="(16, 64, 192)", style=solid]; -"502 dequantize_per_tensor_default_23" -> "508 linear_22" [label="(16, 64, 192)", style=solid]; -"503 linear_22_scale_0" -> "506 quantize_per_channel_default_23" [label="(192,)", style=solid]; -"503 linear_22_scale_0" -> "507 dequantize_per_channel_default_23" [label="(192,)", style=solid]; -"504 linear_22_zero_point_0" -> "506 quantize_per_channel_default_23" [label="(192,)", style=solid]; -"504 linear_22_zero_point_0" -> "507 dequantize_per_channel_default_23" [label="(192,)", style=solid]; -"505 compressed_weight_updated_constant23" -> "506 quantize_per_channel_default_23" [label="(192, 192)", style=solid]; -"506 quantize_per_channel_default_23" -> "507 dequantize_per_channel_default_23" [label="(192, 192)", style=solid]; -"507 dequantize_per_channel_default_23" -> "508 linear_22" [label="(192, 192)", style=solid]; -"508 linear_22" -> "509 dropout_13" [label="(16, 64, 192)", style=solid]; -"509 dropout_13" -> "510 view_21" [label="(16, 64, 192)", style=solid]; -"510 view_21" -> "511 permute_18" [label="(1, 4, 4, 8, 8, 192)", style=solid]; -"511 permute_18" -> "512 reshape_17" [label="(1, 4, 8, 4, 8, 192)", style=solid]; -"512 reshape_17" -> "513 roll_3" [label="(1, 32, 32, 192)", style=solid]; -"513 roll_3" -> "514 slice_61" [label="(1, 32, 32, 192)", style=solid]; -"514 slice_61" -> "515 slice_62" [label="(1, 32, 32, 192)", style=solid]; -"515 slice_62" -> "516 slice_63" [label="(1, 28, 32, 192)", style=solid]; -"516 slice_63" -> "517 slice_64" [label="(1, 28, 28, 192)", style=solid]; -"517 slice_64" -> "518 contiguous_5" [label="(1, 28, 28, 192)", style=solid]; -"518 contiguous_5" -> "521 layer_norm_8" [label="(1, 28, 28, 192)", style=solid]; -"519 _param_constant63" -> "521 layer_norm_8" [label="(192,)", style=solid]; -"520 _param_constant64" -> "521 layer_norm_8" [label="(192,)", style=solid]; -"521 layer_norm_8" -> "522 add_12" [label="(1, 28, 28, 192)", style=solid]; -"522 add_12" -> "524 add_12_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 192)", style=solid]; -"522 add_12" -> "549 add_13" [label="(1, 28, 28, 192)", style=solid]; -"523 _param_constant66" -> "532 linear_23" [label="(768,)", style=solid]; -"524 add_12_0_0_nncf_smooth_quant_0" -> "525 quantize_per_tensor_default_24" [label="(1, 28, 28, 192)", style=solid]; -"525 quantize_per_tensor_default_24" -> "526 dequantize_per_tensor_default_24" [label="(1, 28, 28, 192)", style=solid]; -"526 dequantize_per_tensor_default_24" -> "532 linear_23" [label="(1, 28, 28, 192)", style=solid]; -"527 linear_23_scale_0" -> "530 quantize_per_channel_default_24" [label="(768,)", style=solid]; -"527 linear_23_scale_0" -> "531 dequantize_per_channel_default_24" [label="(768,)", style=solid]; -"528 linear_23_zero_point_0" -> "530 quantize_per_channel_default_24" [label="(768,)", style=solid]; -"528 linear_23_zero_point_0" -> "531 dequantize_per_channel_default_24" [label="(768,)", style=solid]; -"529 compressed_weight_updated_constant24" -> "530 quantize_per_channel_default_24" [label="(768, 192)", style=solid]; -"530 quantize_per_channel_default_24" -> "531 dequantize_per_channel_default_24" [label="(768, 192)", style=solid]; -"531 dequantize_per_channel_default_24" -> "532 linear_23" [label="(768, 192)", style=solid]; -"532 linear_23" -> "533 gelu_3" [label="(1, 28, 28, 768)", style=solid]; -"533 gelu_3" -> "534 dropout_14" [label="(1, 28, 28, 768)", style=solid]; -"534 dropout_14" -> "536 dropout_14_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 768)", style=solid]; -"535 _param_constant68" -> "544 linear_24" [label="(192,)", style=solid]; -"536 dropout_14_0_0_nncf_smooth_quant_0" -> "537 quantize_per_tensor_default_25" [label="(1, 28, 28, 768)", style=solid]; -"537 quantize_per_tensor_default_25" -> "538 dequantize_per_tensor_default_25" [label="(1, 28, 28, 768)", style=solid]; -"538 dequantize_per_tensor_default_25" -> "544 linear_24" [label="(1, 28, 28, 768)", style=solid]; -"539 linear_24_scale_0" -> "542 quantize_per_channel_default_25" [label="(192,)", style=solid]; -"539 linear_24_scale_0" -> "543 dequantize_per_channel_default_25" [label="(192,)", style=solid]; -"540 linear_24_zero_point_0" -> "542 quantize_per_channel_default_25" [label="(192,)", style=solid]; -"540 linear_24_zero_point_0" -> "543 dequantize_per_channel_default_25" [label="(192,)", style=solid]; -"541 compressed_weight_updated_constant25" -> "542 quantize_per_channel_default_25" [label="(192, 768)", style=solid]; -"542 quantize_per_channel_default_25" -> "543 dequantize_per_channel_default_25" [label="(192, 768)", style=solid]; -"543 dequantize_per_channel_default_25" -> "544 linear_24" [label="(192, 768)", style=solid]; -"544 linear_24" -> "545 dropout_15" [label="(1, 28, 28, 192)", style=solid]; -"545 dropout_15" -> "548 layer_norm_9" [label="(1, 28, 28, 192)", style=solid]; -"546 _param_constant69" -> "548 layer_norm_9" [label="(192,)", style=solid]; -"547 _param_constant70" -> "548 layer_norm_9" [label="(192,)", style=solid]; -"548 layer_norm_9" -> "549 add_13" [label="(1, 28, 28, 192)", style=solid]; -"549 add_13" -> "550 pad_5" [label="(1, 28, 28, 192)", style=solid]; -"550 pad_5" -> "551 slice_65" [label="(1, 28, 28, 192)", style=solid]; -"550 pad_5" -> "554 slice_68" [label="(1, 28, 28, 192)", style=solid]; -"550 pad_5" -> "557 slice_71" [label="(1, 28, 28, 192)", style=solid]; -"550 pad_5" -> "560 slice_74" [label="(1, 28, 28, 192)", style=solid]; -"551 slice_65" -> "552 slice_66" [label="(1, 14, 28, 192)", style=solid]; -"552 slice_66" -> "553 slice_67" [label="(1, 14, 14, 192)", style=solid]; -"553 slice_67" -> "563 cat_1" [label="(1, 14, 14, 192)", style=solid]; -"554 slice_68" -> "555 slice_69" [label="(1, 14, 28, 192)", style=solid]; -"555 slice_69" -> "556 slice_70" [label="(1, 14, 14, 192)", style=solid]; -"556 slice_70" -> "563 cat_1" [label="(1, 14, 14, 192)", style=solid]; -"557 slice_71" -> "558 slice_72" [label="(1, 14, 28, 192)", style=solid]; -"558 slice_72" -> "559 slice_73" [label="(1, 14, 14, 192)", style=solid]; -"559 slice_73" -> "563 cat_1" [label="(1, 14, 14, 192)", style=solid]; -"560 slice_74" -> "561 slice_75" [label="(1, 14, 28, 192)", style=solid]; -"561 slice_75" -> "562 slice_76" [label="(1, 14, 14, 192)", style=solid]; -"562 slice_76" -> "563 cat_1" [label="(1, 14, 14, 192)", style=solid]; -"563 cat_1" -> "564 cat_1_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 768)", style=solid]; -"564 cat_1_0_0_nncf_smooth_quant_0" -> "565 quantize_per_tensor_default_26" [label="(1, 14, 14, 768)", style=solid]; -"565 quantize_per_tensor_default_26" -> "566 dequantize_per_tensor_default_26" [label="(1, 14, 14, 768)", style=solid]; -"566 dequantize_per_tensor_default_26" -> "572 linear_25" [label="(1, 14, 14, 768)", style=solid]; -"567 linear_25_scale_0" -> "570 quantize_per_channel_default_26" [label="(384,)", style=solid]; -"567 linear_25_scale_0" -> "571 dequantize_per_channel_default_26" [label="(384,)", style=solid]; -"568 linear_25_zero_point_0" -> "570 quantize_per_channel_default_26" [label="(384,)", style=solid]; -"568 linear_25_zero_point_0" -> "571 dequantize_per_channel_default_26" [label="(384,)", style=solid]; -"569 compressed_weight_updated_constant26" -> "570 quantize_per_channel_default_26" [label="(384, 768)", style=solid]; -"570 quantize_per_channel_default_26" -> "571 dequantize_per_channel_default_26" [label="(384, 768)", style=solid]; -"571 dequantize_per_channel_default_26" -> "572 linear_25" [label="(384, 768)", style=solid]; -"572 linear_25" -> "575 layer_norm_10" [label="(1, 14, 14, 384)", style=solid]; -"573 _param_constant72" -> "575 layer_norm_10" [label="(384,)", style=solid]; -"574 _param_constant73" -> "575 layer_norm_10" [label="(384,)", style=solid]; -"575 layer_norm_10" -> "602 pad_6" [label="(1, 14, 14, 384)", style=solid]; -"575 layer_norm_10" -> "668 add_15" [label="(1, 14, 14, 384)", style=solid]; -"576 _tensor_constant26" -> "578 _tensor_constant26_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"577 _param_constant75" -> "584 linear_26" [label="(512,)", style=solid]; -"578 _tensor_constant26_0_0_nncf_smooth_quant_0" -> "584 linear_26" [label="(1, 15, 15, 2)", style=solid]; -"579 linear_26_scale_0" -> "582 quantize_per_channel_default_27" [label="(512,)", style=solid]; -"579 linear_26_scale_0" -> "583 dequantize_per_channel_default_27" [label="(512,)", style=solid]; -"580 linear_26_zero_point_0" -> "582 quantize_per_channel_default_27" [label="(512,)", style=solid]; -"580 linear_26_zero_point_0" -> "583 dequantize_per_channel_default_27" [label="(512,)", style=solid]; -"581 compressed_weight_updated_constant27" -> "582 quantize_per_channel_default_27" [label="(512, 2)", style=solid]; -"582 quantize_per_channel_default_27" -> "583 dequantize_per_channel_default_27" [label="(512, 2)", style=solid]; -"583 dequantize_per_channel_default_27" -> "584 linear_26" [label="(512, 2)", style=solid]; -"584 linear_26" -> "585 relu__4" [label="(1, 15, 15, 512)", style=solid]; -"585 relu__4" -> "586 relu__4_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"586 relu__4_0_0_nncf_smooth_quant_0" -> "592 linear_27" [label="(1, 15, 15, 512)", style=solid]; -"587 linear_27_scale_0" -> "590 quantize_per_channel_default_28" [label="(12,)", style=solid]; -"587 linear_27_scale_0" -> "591 dequantize_per_channel_default_28" [label="(12,)", style=solid]; -"588 linear_27_zero_point_0" -> "590 quantize_per_channel_default_28" [label="(12,)", style=solid]; -"588 linear_27_zero_point_0" -> "591 dequantize_per_channel_default_28" [label="(12,)", style=solid]; -"589 compressed_weight_updated_constant28" -> "590 quantize_per_channel_default_28" [label="(12, 512)", style=solid]; -"590 quantize_per_channel_default_28" -> "591 dequantize_per_channel_default_28" [label="(12, 512)", style=solid]; -"591 dequantize_per_channel_default_28" -> "592 linear_27" [label="(12, 512)", style=solid]; -"592 linear_27" -> "593 view_22" [label="(1, 15, 15, 12)", style=solid]; -"593 view_22" -> "595 index_4" [label="(225, 12)", style=solid]; -"594 _tensor_constant27" -> "595 index_4" [label="(4096,)", style=solid]; -"595 index_4" -> "596 view_23" [label="(4096, 12)", style=solid]; -"596 view_23" -> "597 permute_19" [label="(64, 64, 12)", style=solid]; -"597 permute_19" -> "598 contiguous_6" [label="(12, 64, 64)", style=solid]; -"598 contiguous_6" -> "599 unsqueeze_12" [label="(12, 64, 64)", style=solid]; -"599 unsqueeze_12" -> "600 sigmoid_4" [label="(1, 12, 64, 64)", style=solid]; -"600 sigmoid_4" -> "601 mul_8" [label="(1, 12, 64, 64)", style=solid]; -"601 mul_8" -> "640 add_14" [label="(1, 12, 64, 64)", style=solid]; -"602 pad_6" -> "603 view_24" [label="(1, 16, 16, 384)", style=solid]; -"603 view_24" -> "604 permute_20" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"604 permute_20" -> "605 reshape_18" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"605 reshape_18" -> "608 reshape_18_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"606 _param_constant77" -> "607 clone_4" [label="(1152,)", style=solid]; -"607 clone_4" -> "616 linear_28" [label="(1152,)", style=solid]; -"608 reshape_18_0_0_nncf_smooth_quant_0" -> "609 quantize_per_tensor_default_27" [label="(4, 64, 384)", style=solid]; -"609 quantize_per_tensor_default_27" -> "610 dequantize_per_tensor_default_27" [label="(4, 64, 384)", style=solid]; -"610 dequantize_per_tensor_default_27" -> "616 linear_28" [label="(4, 64, 384)", style=solid]; -"611 linear_28_scale_0" -> "614 quantize_per_channel_default_29" [label="(1152,)", style=solid]; -"611 linear_28_scale_0" -> "615 dequantize_per_channel_default_29" [label="(1152,)", style=solid]; -"612 linear_28_zero_point_0" -> "614 quantize_per_channel_default_29" [label="(1152,)", style=solid]; -"612 linear_28_zero_point_0" -> "615 dequantize_per_channel_default_29" [label="(1152,)", style=solid]; -"613 compressed_weight_updated_constant29" -> "614 quantize_per_channel_default_29" [label="(1152, 384)", style=solid]; -"614 quantize_per_channel_default_29" -> "615 dequantize_per_channel_default_29" [label="(1152, 384)", style=solid]; -"615 dequantize_per_channel_default_29" -> "616 linear_28" [label="(1152, 384)", style=solid]; -"616 linear_28" -> "617 reshape_19" [label="(4, 64, 1152)", style=solid]; -"617 reshape_19" -> "618 permute_21" [label="(4, 64, 3, 12, 32)", style=solid]; -"618 permute_21" -> "619 select_12" [label="(3, 4, 12, 64, 32)", style=solid]; -"618 permute_21" -> "620 select_13" [label="(3, 4, 12, 64, 32)", style=solid]; -"618 permute_21" -> "621 select_14" [label="(3, 4, 12, 64, 32)", style=solid]; -"619 select_12" -> "622 linalg_vector_norm_8" [label="(4, 12, 64, 32)", style=solid]; -"619 select_12" -> "624 expand_as_8" [label="(4, 12, 64, 32)", style=solid]; -"619 select_12" -> "625 div_8" [label="(4, 12, 64, 32)", style=solid]; -"620 select_13" -> "628 linalg_vector_norm_9" [label="(4, 12, 64, 32)", style=solid]; -"620 select_13" -> "630 expand_as_9" [label="(4, 12, 64, 32)", style=solid]; -"620 select_13" -> "631 div_9" [label="(4, 12, 64, 32)", style=solid]; -"621 select_14" -> "643 matmul_9" [label="(4, 12, 64, 32)", style=solid]; -"622 linalg_vector_norm_8" -> "623 clamp_min_8" [label="(4, 12, 64, 1)", style=solid]; -"623 clamp_min_8" -> "624 expand_as_8" [label="(4, 12, 64, 1)", style=solid]; -"624 expand_as_8" -> "625 div_8" [label="(4, 12, 64, 32)", style=solid]; -"625 div_8" -> "626 quantize_per_tensor_default_28" [label="(4, 12, 64, 32)", style=solid]; -"626 quantize_per_tensor_default_28" -> "627 dequantize_per_tensor_default_28" [label="(4, 12, 64, 32)", style=solid]; -"627 dequantize_per_tensor_default_28" -> "635 matmul_8" [label="(4, 12, 64, 32)", style=solid]; -"628 linalg_vector_norm_9" -> "629 clamp_min_9" [label="(4, 12, 64, 1)", style=solid]; -"629 clamp_min_9" -> "630 expand_as_9" [label="(4, 12, 64, 1)", style=solid]; -"630 expand_as_9" -> "631 div_9" [label="(4, 12, 64, 32)", style=solid]; -"631 div_9" -> "632 quantize_per_tensor_default_29" [label="(4, 12, 64, 32)", style=solid]; -"632 quantize_per_tensor_default_29" -> "633 dequantize_per_tensor_default_29" [label="(4, 12, 64, 32)", style=solid]; -"633 dequantize_per_tensor_default_29" -> "634 transpose_8" [label="(4, 12, 64, 32)", style=solid]; -"634 transpose_8" -> "635 matmul_8" [label="(4, 12, 32, 64)", style=solid]; -"635 matmul_8" -> "639 mul_9" [label="(4, 12, 64, 64)", style=solid]; -"636 _param_constant79" -> "637 clamp_4" [label="(12, 1, 1)", style=solid]; -"637 clamp_4" -> "638 exp_4" [label="(12, 1, 1)", style=solid]; -"638 exp_4" -> "639 mul_9" [label="(12, 1, 1)", style=solid]; -"639 mul_9" -> "640 add_14" [label="(4, 12, 64, 64)", style=solid]; -"640 add_14" -> "641 softmax_4" [label="(4, 12, 64, 64)", style=solid]; -"641 softmax_4" -> "642 dropout_16" [label="(4, 12, 64, 64)", style=solid]; -"642 dropout_16" -> "643 matmul_9" [label="(4, 12, 64, 64)", style=solid]; -"643 matmul_9" -> "644 transpose_9" [label="(4, 12, 64, 32)", style=solid]; -"644 transpose_9" -> "645 reshape_20" [label="(4, 64, 12, 32)", style=solid]; -"645 reshape_20" -> "647 reshape_20_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"646 _param_constant81" -> "655 linear_29" [label="(384,)", style=solid]; -"647 reshape_20_0_0_nncf_smooth_quant_0" -> "648 quantize_per_tensor_default_30" [label="(4, 64, 384)", style=solid]; -"648 quantize_per_tensor_default_30" -> "649 dequantize_per_tensor_default_30" [label="(4, 64, 384)", style=solid]; -"649 dequantize_per_tensor_default_30" -> "655 linear_29" [label="(4, 64, 384)", style=solid]; -"650 linear_29_scale_0" -> "653 quantize_per_channel_default_30" [label="(384,)", style=solid]; -"650 linear_29_scale_0" -> "654 dequantize_per_channel_default_30" [label="(384,)", style=solid]; -"651 linear_29_zero_point_0" -> "653 quantize_per_channel_default_30" [label="(384,)", style=solid]; -"651 linear_29_zero_point_0" -> "654 dequantize_per_channel_default_30" [label="(384,)", style=solid]; -"652 compressed_weight_updated_constant30" -> "653 quantize_per_channel_default_30" [label="(384, 384)", style=solid]; -"653 quantize_per_channel_default_30" -> "654 dequantize_per_channel_default_30" [label="(384, 384)", style=solid]; -"654 dequantize_per_channel_default_30" -> "655 linear_29" [label="(384, 384)", style=solid]; -"655 linear_29" -> "656 dropout_17" [label="(4, 64, 384)", style=solid]; -"656 dropout_17" -> "657 view_25" [label="(4, 64, 384)", style=solid]; -"657 view_25" -> "658 permute_22" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"658 permute_22" -> "659 reshape_21" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"659 reshape_21" -> "660 slice_78" [label="(1, 16, 16, 384)", style=solid]; -"660 slice_78" -> "661 slice_79" [label="(1, 16, 16, 384)", style=solid]; -"661 slice_79" -> "662 slice_80" [label="(1, 14, 16, 384)", style=solid]; -"662 slice_80" -> "663 slice_81" [label="(1, 14, 14, 384)", style=solid]; -"663 slice_81" -> "664 contiguous_7" [label="(1, 14, 14, 384)", style=solid]; -"664 contiguous_7" -> "667 layer_norm_11" [label="(1, 14, 14, 384)", style=solid]; -"665 _param_constant82" -> "667 layer_norm_11" [label="(384,)", style=solid]; -"666 _param_constant83" -> "667 layer_norm_11" [label="(384,)", style=solid]; -"667 layer_norm_11" -> "668 add_15" [label="(1, 14, 14, 384)", style=solid]; -"668 add_15" -> "670 add_15_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"668 add_15" -> "695 add_16" [label="(1, 14, 14, 384)", style=solid]; -"669 _param_constant85" -> "678 linear_30" [label="(1536,)", style=solid]; -"670 add_15_0_0_nncf_smooth_quant_0" -> "671 quantize_per_tensor_default_31" [label="(1, 14, 14, 384)", style=solid]; -"671 quantize_per_tensor_default_31" -> "672 dequantize_per_tensor_default_31" [label="(1, 14, 14, 384)", style=solid]; -"672 dequantize_per_tensor_default_31" -> "678 linear_30" [label="(1, 14, 14, 384)", style=solid]; -"673 linear_30_scale_0" -> "676 quantize_per_channel_default_31" [label="(1536,)", style=solid]; -"673 linear_30_scale_0" -> "677 dequantize_per_channel_default_31" [label="(1536,)", style=solid]; -"674 linear_30_zero_point_0" -> "676 quantize_per_channel_default_31" [label="(1536,)", style=solid]; -"674 linear_30_zero_point_0" -> "677 dequantize_per_channel_default_31" [label="(1536,)", style=solid]; -"675 compressed_weight_updated_constant31" -> "676 quantize_per_channel_default_31" [label="(1536, 384)", style=solid]; -"676 quantize_per_channel_default_31" -> "677 dequantize_per_channel_default_31" [label="(1536, 384)", style=solid]; -"677 dequantize_per_channel_default_31" -> "678 linear_30" [label="(1536, 384)", style=solid]; -"678 linear_30" -> "679 gelu_4" [label="(1, 14, 14, 1536)", style=solid]; -"679 gelu_4" -> "680 dropout_18" [label="(1, 14, 14, 1536)", style=solid]; -"680 dropout_18" -> "682 dropout_18_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"681 _param_constant87" -> "690 linear_31" [label="(384,)", style=solid]; -"682 dropout_18_0_0_nncf_smooth_quant_0" -> "683 quantize_per_tensor_default_32" [label="(1, 14, 14, 1536)", style=solid]; -"683 quantize_per_tensor_default_32" -> "684 dequantize_per_tensor_default_32" [label="(1, 14, 14, 1536)", style=solid]; -"684 dequantize_per_tensor_default_32" -> "690 linear_31" [label="(1, 14, 14, 1536)", style=solid]; -"685 linear_31_scale_0" -> "688 quantize_per_channel_default_32" [label="(384,)", style=solid]; -"685 linear_31_scale_0" -> "689 dequantize_per_channel_default_32" [label="(384,)", style=solid]; -"686 linear_31_zero_point_0" -> "688 quantize_per_channel_default_32" [label="(384,)", style=solid]; -"686 linear_31_zero_point_0" -> "689 dequantize_per_channel_default_32" [label="(384,)", style=solid]; -"687 compressed_weight_updated_constant32" -> "688 quantize_per_channel_default_32" [label="(384, 1536)", style=solid]; -"688 quantize_per_channel_default_32" -> "689 dequantize_per_channel_default_32" [label="(384, 1536)", style=solid]; -"689 dequantize_per_channel_default_32" -> "690 linear_31" [label="(384, 1536)", style=solid]; -"690 linear_31" -> "691 dropout_19" [label="(1, 14, 14, 384)", style=solid]; -"691 dropout_19" -> "694 layer_norm_12" [label="(1, 14, 14, 384)", style=solid]; -"692 _param_constant88" -> "694 layer_norm_12" [label="(384,)", style=solid]; -"693 _param_constant89" -> "694 layer_norm_12" [label="(384,)", style=solid]; -"694 layer_norm_12" -> "695 add_16" [label="(1, 14, 14, 384)", style=solid]; -"695 add_16" -> "722 pad_7" [label="(1, 14, 14, 384)", style=solid]; -"695 add_16" -> "806 add_19" [label="(1, 14, 14, 384)", style=solid]; -"696 _tensor_constant28" -> "698 _tensor_constant28_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"697 _param_constant91" -> "704 linear_32" [label="(512,)", style=solid]; -"698 _tensor_constant28_0_0_nncf_smooth_quant_0" -> "704 linear_32" [label="(1, 15, 15, 2)", style=solid]; -"699 linear_32_scale_0" -> "702 quantize_per_channel_default_33" [label="(512,)", style=solid]; -"699 linear_32_scale_0" -> "703 dequantize_per_channel_default_33" [label="(512,)", style=solid]; -"700 linear_32_zero_point_0" -> "702 quantize_per_channel_default_33" [label="(512,)", style=solid]; -"700 linear_32_zero_point_0" -> "703 dequantize_per_channel_default_33" [label="(512,)", style=solid]; -"701 compressed_weight_updated_constant33" -> "702 quantize_per_channel_default_33" [label="(512, 2)", style=solid]; -"702 quantize_per_channel_default_33" -> "703 dequantize_per_channel_default_33" [label="(512, 2)", style=solid]; -"703 dequantize_per_channel_default_33" -> "704 linear_32" [label="(512, 2)", style=solid]; -"704 linear_32" -> "705 relu__5" [label="(1, 15, 15, 512)", style=solid]; -"705 relu__5" -> "706 relu__5_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"706 relu__5_0_0_nncf_smooth_quant_0" -> "712 linear_33" [label="(1, 15, 15, 512)", style=solid]; -"707 linear_33_scale_0" -> "710 quantize_per_channel_default_34" [label="(12,)", style=solid]; -"707 linear_33_scale_0" -> "711 dequantize_per_channel_default_34" [label="(12,)", style=solid]; -"708 linear_33_zero_point_0" -> "710 quantize_per_channel_default_34" [label="(12,)", style=solid]; -"708 linear_33_zero_point_0" -> "711 dequantize_per_channel_default_34" [label="(12,)", style=solid]; -"709 compressed_weight_updated_constant34" -> "710 quantize_per_channel_default_34" [label="(12, 512)", style=solid]; -"710 quantize_per_channel_default_34" -> "711 dequantize_per_channel_default_34" [label="(12, 512)", style=solid]; -"711 dequantize_per_channel_default_34" -> "712 linear_33" [label="(12, 512)", style=solid]; -"712 linear_33" -> "713 view_26" [label="(1, 15, 15, 12)", style=solid]; -"713 view_26" -> "715 index_5" [label="(225, 12)", style=solid]; -"714 _tensor_constant29" -> "715 index_5" [label="(4096,)", style=solid]; -"715 index_5" -> "716 view_27" [label="(4096, 12)", style=solid]; -"716 view_27" -> "717 permute_23" [label="(64, 64, 12)", style=solid]; -"717 permute_23" -> "718 contiguous_8" [label="(12, 64, 64)", style=solid]; -"718 contiguous_8" -> "719 unsqueeze_13" [label="(12, 64, 64)", style=solid]; -"719 unsqueeze_13" -> "720 sigmoid_5" [label="(1, 12, 64, 64)", style=solid]; -"720 sigmoid_5" -> "721 mul_10" [label="(1, 12, 64, 64)", style=solid]; -"721 mul_10" -> "761 add_17" [label="(1, 12, 64, 64)", style=solid]; -"722 pad_7" -> "723 roll_4" [label="(1, 16, 16, 384)", style=solid]; -"723 roll_4" -> "724 view_28" [label="(1, 16, 16, 384)", style=solid]; -"724 view_28" -> "725 permute_24" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"725 permute_24" -> "726 reshape_22" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"726 reshape_22" -> "729 reshape_22_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"726 reshape_22" -> "762 new_zeros_2" [label="(4, 64, 384)", style=solid]; -"727 _param_constant93" -> "728 clone_5" [label="(1152,)", style=solid]; -"728 clone_5" -> "737 linear_34" [label="(1152,)", style=solid]; -"729 reshape_22_0_0_nncf_smooth_quant_0" -> "730 quantize_per_tensor_default_33" [label="(4, 64, 384)", style=solid]; -"730 quantize_per_tensor_default_33" -> "731 dequantize_per_tensor_default_33" [label="(4, 64, 384)", style=solid]; -"731 dequantize_per_tensor_default_33" -> "737 linear_34" [label="(4, 64, 384)", style=solid]; -"732 linear_34_scale_0" -> "735 quantize_per_channel_default_35" [label="(1152,)", style=solid]; -"732 linear_34_scale_0" -> "736 dequantize_per_channel_default_35" [label="(1152,)", style=solid]; -"733 linear_34_zero_point_0" -> "735 quantize_per_channel_default_35" [label="(1152,)", style=solid]; -"733 linear_34_zero_point_0" -> "736 dequantize_per_channel_default_35" [label="(1152,)", style=solid]; -"734 compressed_weight_updated_constant35" -> "735 quantize_per_channel_default_35" [label="(1152, 384)", style=solid]; -"735 quantize_per_channel_default_35" -> "736 dequantize_per_channel_default_35" [label="(1152, 384)", style=solid]; -"736 dequantize_per_channel_default_35" -> "737 linear_34" [label="(1152, 384)", style=solid]; -"737 linear_34" -> "738 reshape_23" [label="(4, 64, 1152)", style=solid]; -"738 reshape_23" -> "739 permute_25" [label="(4, 64, 3, 12, 32)", style=solid]; -"739 permute_25" -> "740 select_15" [label="(3, 4, 12, 64, 32)", style=solid]; -"739 permute_25" -> "741 select_16" [label="(3, 4, 12, 64, 32)", style=solid]; -"739 permute_25" -> "742 select_17" [label="(3, 4, 12, 64, 32)", style=solid]; -"740 select_15" -> "743 linalg_vector_norm_10" [label="(4, 12, 64, 32)", style=solid]; -"740 select_15" -> "745 expand_as_10" [label="(4, 12, 64, 32)", style=solid]; -"740 select_15" -> "746 div_10" [label="(4, 12, 64, 32)", style=solid]; -"741 select_16" -> "749 linalg_vector_norm_11" [label="(4, 12, 64, 32)", style=solid]; -"741 select_16" -> "751 expand_as_11" [label="(4, 12, 64, 32)", style=solid]; -"741 select_16" -> "752 div_11" [label="(4, 12, 64, 32)", style=solid]; -"742 select_17" -> "780 matmul_11" [label="(4, 12, 64, 32)", style=solid]; -"743 linalg_vector_norm_10" -> "744 clamp_min_10" [label="(4, 12, 64, 1)", style=solid]; -"744 clamp_min_10" -> "745 expand_as_10" [label="(4, 12, 64, 1)", style=solid]; -"745 expand_as_10" -> "746 div_10" [label="(4, 12, 64, 32)", style=solid]; -"746 div_10" -> "747 quantize_per_tensor_default_34" [label="(4, 12, 64, 32)", style=solid]; -"747 quantize_per_tensor_default_34" -> "748 dequantize_per_tensor_default_34" [label="(4, 12, 64, 32)", style=solid]; -"748 dequantize_per_tensor_default_34" -> "756 matmul_10" [label="(4, 12, 64, 32)", style=solid]; -"749 linalg_vector_norm_11" -> "750 clamp_min_11" [label="(4, 12, 64, 1)", style=solid]; -"750 clamp_min_11" -> "751 expand_as_11" [label="(4, 12, 64, 1)", style=solid]; -"751 expand_as_11" -> "752 div_11" [label="(4, 12, 64, 32)", style=solid]; -"752 div_11" -> "753 quantize_per_tensor_default_35" [label="(4, 12, 64, 32)", style=solid]; -"753 quantize_per_tensor_default_35" -> "754 dequantize_per_tensor_default_35" [label="(4, 12, 64, 32)", style=solid]; -"754 dequantize_per_tensor_default_35" -> "755 transpose_10" [label="(4, 12, 64, 32)", style=solid]; -"755 transpose_10" -> "756 matmul_10" [label="(4, 12, 32, 64)", style=solid]; -"756 matmul_10" -> "760 mul_11" [label="(4, 12, 64, 64)", style=solid]; -"757 _param_constant95" -> "758 clamp_5" [label="(12, 1, 1)", style=solid]; -"758 clamp_5" -> "759 exp_5" [label="(12, 1, 1)", style=solid]; -"759 exp_5" -> "760 mul_11" [label="(12, 1, 1)", style=solid]; -"760 mul_11" -> "761 add_17" [label="(4, 12, 64, 64)", style=solid]; -"761 add_17" -> "773 view_30" [label="(4, 12, 64, 64)", style=solid]; -"762 new_zeros_2" -> "763 view_29" [label="(16, 16)", style=solid]; -"763 view_29" -> "764 permute_26" [label="(2, 8, 2, 8)", style=solid]; -"764 permute_26" -> "765 reshape_24" [label="(2, 2, 8, 8)", style=solid]; -"765 reshape_24" -> "766 unsqueeze_14" [label="(4, 64)", style=solid]; -"765 reshape_24" -> "767 unsqueeze_15" [label="(4, 64)", style=solid]; -"766 unsqueeze_14" -> "768 sub_2" [label="(4, 1, 64)", style=solid]; -"767 unsqueeze_15" -> "768 sub_2" [label="(4, 64, 1)", style=solid]; -"768 sub_2" -> "769 ne_2" [label="(4, 64, 64)", style=solid]; -"768 sub_2" -> "770 masked_fill_4" [label="(4, 64, 64)", style=solid]; -"768 sub_2" -> "771 eq_2" [label="(4, 64, 64)", style=solid]; -"769 ne_2" -> "770 masked_fill_4" [label="(4, 64, 64)", style=solid]; -"770 masked_fill_4" -> "772 masked_fill_5" [label="(4, 64, 64)", style=solid]; -"771 eq_2" -> "772 masked_fill_5" [label="(4, 64, 64)", style=solid]; -"772 masked_fill_5" -> "774 unsqueeze_16" [label="(4, 64, 64)", style=solid]; -"773 view_30" -> "776 add_18" [label="(1, 4, 12, 64, 64)", style=solid]; -"774 unsqueeze_16" -> "775 unsqueeze_17" [label="(4, 1, 64, 64)", style=solid]; -"775 unsqueeze_17" -> "776 add_18" [label="(1, 4, 1, 64, 64)", style=solid]; -"776 add_18" -> "777 view_31" [label="(1, 4, 12, 64, 64)", style=solid]; -"777 view_31" -> "778 softmax_5" [label="(4, 12, 64, 64)", style=solid]; -"778 softmax_5" -> "779 dropout_20" [label="(4, 12, 64, 64)", style=solid]; -"779 dropout_20" -> "780 matmul_11" [label="(4, 12, 64, 64)", style=solid]; -"780 matmul_11" -> "781 transpose_11" [label="(4, 12, 64, 32)", style=solid]; -"781 transpose_11" -> "782 reshape_25" [label="(4, 64, 12, 32)", style=solid]; -"782 reshape_25" -> "784 reshape_25_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"783 _param_constant97" -> "792 linear_35" [label="(384,)", style=solid]; -"784 reshape_25_0_0_nncf_smooth_quant_0" -> "785 quantize_per_tensor_default_36" [label="(4, 64, 384)", style=solid]; -"785 quantize_per_tensor_default_36" -> "786 dequantize_per_tensor_default_36" [label="(4, 64, 384)", style=solid]; -"786 dequantize_per_tensor_default_36" -> "792 linear_35" [label="(4, 64, 384)", style=solid]; -"787 linear_35_scale_0" -> "790 quantize_per_channel_default_36" [label="(384,)", style=solid]; -"787 linear_35_scale_0" -> "791 dequantize_per_channel_default_36" [label="(384,)", style=solid]; -"788 linear_35_zero_point_0" -> "790 quantize_per_channel_default_36" [label="(384,)", style=solid]; -"788 linear_35_zero_point_0" -> "791 dequantize_per_channel_default_36" [label="(384,)", style=solid]; -"789 compressed_weight_updated_constant36" -> "790 quantize_per_channel_default_36" [label="(384, 384)", style=solid]; -"790 quantize_per_channel_default_36" -> "791 dequantize_per_channel_default_36" [label="(384, 384)", style=solid]; -"791 dequantize_per_channel_default_36" -> "792 linear_35" [label="(384, 384)", style=solid]; -"792 linear_35" -> "793 dropout_21" [label="(4, 64, 384)", style=solid]; -"793 dropout_21" -> "794 view_32" [label="(4, 64, 384)", style=solid]; -"794 view_32" -> "795 permute_27" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"795 permute_27" -> "796 reshape_26" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"796 reshape_26" -> "797 roll_5" [label="(1, 16, 16, 384)", style=solid]; -"797 roll_5" -> "798 slice_101" [label="(1, 16, 16, 384)", style=solid]; -"798 slice_101" -> "799 slice_102" [label="(1, 16, 16, 384)", style=solid]; -"799 slice_102" -> "800 slice_103" [label="(1, 14, 16, 384)", style=solid]; -"800 slice_103" -> "801 slice_104" [label="(1, 14, 14, 384)", style=solid]; -"801 slice_104" -> "802 contiguous_9" [label="(1, 14, 14, 384)", style=solid]; -"802 contiguous_9" -> "805 layer_norm_13" [label="(1, 14, 14, 384)", style=solid]; -"803 _param_constant98" -> "805 layer_norm_13" [label="(384,)", style=solid]; -"804 _param_constant99" -> "805 layer_norm_13" [label="(384,)", style=solid]; -"805 layer_norm_13" -> "806 add_19" [label="(1, 14, 14, 384)", style=solid]; -"806 add_19" -> "808 add_19_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"806 add_19" -> "833 add_20" [label="(1, 14, 14, 384)", style=solid]; -"807 _param_constant101" -> "816 linear_36" [label="(1536,)", style=solid]; -"808 add_19_0_0_nncf_smooth_quant_0" -> "809 quantize_per_tensor_default_37" [label="(1, 14, 14, 384)", style=solid]; -"809 quantize_per_tensor_default_37" -> "810 dequantize_per_tensor_default_37" [label="(1, 14, 14, 384)", style=solid]; -"810 dequantize_per_tensor_default_37" -> "816 linear_36" [label="(1, 14, 14, 384)", style=solid]; -"811 linear_36_scale_0" -> "814 quantize_per_channel_default_37" [label="(1536,)", style=solid]; -"811 linear_36_scale_0" -> "815 dequantize_per_channel_default_37" [label="(1536,)", style=solid]; -"812 linear_36_zero_point_0" -> "814 quantize_per_channel_default_37" [label="(1536,)", style=solid]; -"812 linear_36_zero_point_0" -> "815 dequantize_per_channel_default_37" [label="(1536,)", style=solid]; -"813 compressed_weight_updated_constant37" -> "814 quantize_per_channel_default_37" [label="(1536, 384)", style=solid]; -"814 quantize_per_channel_default_37" -> "815 dequantize_per_channel_default_37" [label="(1536, 384)", style=solid]; -"815 dequantize_per_channel_default_37" -> "816 linear_36" [label="(1536, 384)", style=solid]; -"816 linear_36" -> "817 gelu_5" [label="(1, 14, 14, 1536)", style=solid]; -"817 gelu_5" -> "818 dropout_22" [label="(1, 14, 14, 1536)", style=solid]; -"818 dropout_22" -> "820 dropout_22_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"819 _param_constant103" -> "828 linear_37" [label="(384,)", style=solid]; -"820 dropout_22_0_0_nncf_smooth_quant_0" -> "821 quantize_per_tensor_default_38" [label="(1, 14, 14, 1536)", style=solid]; -"821 quantize_per_tensor_default_38" -> "822 dequantize_per_tensor_default_38" [label="(1, 14, 14, 1536)", style=solid]; -"822 dequantize_per_tensor_default_38" -> "828 linear_37" [label="(1, 14, 14, 1536)", style=solid]; -"823 linear_37_scale_0" -> "826 quantize_per_channel_default_38" [label="(384,)", style=solid]; -"823 linear_37_scale_0" -> "827 dequantize_per_channel_default_38" [label="(384,)", style=solid]; -"824 linear_37_zero_point_0" -> "826 quantize_per_channel_default_38" [label="(384,)", style=solid]; -"824 linear_37_zero_point_0" -> "827 dequantize_per_channel_default_38" [label="(384,)", style=solid]; -"825 compressed_weight_updated_constant38" -> "826 quantize_per_channel_default_38" [label="(384, 1536)", style=solid]; -"826 quantize_per_channel_default_38" -> "827 dequantize_per_channel_default_38" [label="(384, 1536)", style=solid]; -"827 dequantize_per_channel_default_38" -> "828 linear_37" [label="(384, 1536)", style=solid]; -"828 linear_37" -> "829 dropout_23" [label="(1, 14, 14, 384)", style=solid]; -"829 dropout_23" -> "832 layer_norm_14" [label="(1, 14, 14, 384)", style=solid]; -"830 _param_constant104" -> "832 layer_norm_14" [label="(384,)", style=solid]; -"831 _param_constant105" -> "832 layer_norm_14" [label="(384,)", style=solid]; -"832 layer_norm_14" -> "833 add_20" [label="(1, 14, 14, 384)", style=solid]; -"833 add_20" -> "860 pad_8" [label="(1, 14, 14, 384)", style=solid]; -"833 add_20" -> "926 add_22" [label="(1, 14, 14, 384)", style=solid]; -"834 _tensor_constant39" -> "836 _tensor_constant39_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"835 _param_constant107" -> "842 linear_38" [label="(512,)", style=solid]; -"836 _tensor_constant39_0_0_nncf_smooth_quant_0" -> "842 linear_38" [label="(1, 15, 15, 2)", style=solid]; -"837 linear_38_scale_0" -> "840 quantize_per_channel_default_39" [label="(512,)", style=solid]; -"837 linear_38_scale_0" -> "841 dequantize_per_channel_default_39" [label="(512,)", style=solid]; -"838 linear_38_zero_point_0" -> "840 quantize_per_channel_default_39" [label="(512,)", style=solid]; -"838 linear_38_zero_point_0" -> "841 dequantize_per_channel_default_39" [label="(512,)", style=solid]; -"839 compressed_weight_updated_constant39" -> "840 quantize_per_channel_default_39" [label="(512, 2)", style=solid]; -"840 quantize_per_channel_default_39" -> "841 dequantize_per_channel_default_39" [label="(512, 2)", style=solid]; -"841 dequantize_per_channel_default_39" -> "842 linear_38" [label="(512, 2)", style=solid]; -"842 linear_38" -> "843 relu__6" [label="(1, 15, 15, 512)", style=solid]; -"843 relu__6" -> "844 relu__6_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"844 relu__6_0_0_nncf_smooth_quant_0" -> "850 linear_39" [label="(1, 15, 15, 512)", style=solid]; -"845 linear_39_scale_0" -> "848 quantize_per_channel_default_40" [label="(12,)", style=solid]; -"845 linear_39_scale_0" -> "849 dequantize_per_channel_default_40" [label="(12,)", style=solid]; -"846 linear_39_zero_point_0" -> "848 quantize_per_channel_default_40" [label="(12,)", style=solid]; -"846 linear_39_zero_point_0" -> "849 dequantize_per_channel_default_40" [label="(12,)", style=solid]; -"847 compressed_weight_updated_constant40" -> "848 quantize_per_channel_default_40" [label="(12, 512)", style=solid]; -"848 quantize_per_channel_default_40" -> "849 dequantize_per_channel_default_40" [label="(12, 512)", style=solid]; -"849 dequantize_per_channel_default_40" -> "850 linear_39" [label="(12, 512)", style=solid]; -"850 linear_39" -> "851 view_33" [label="(1, 15, 15, 12)", style=solid]; -"851 view_33" -> "853 index_6" [label="(225, 12)", style=solid]; -"852 _tensor_constant40" -> "853 index_6" [label="(4096,)", style=solid]; -"853 index_6" -> "854 view_34" [label="(4096, 12)", style=solid]; -"854 view_34" -> "855 permute_28" [label="(64, 64, 12)", style=solid]; -"855 permute_28" -> "856 contiguous_10" [label="(12, 64, 64)", style=solid]; -"856 contiguous_10" -> "857 unsqueeze_18" [label="(12, 64, 64)", style=solid]; -"857 unsqueeze_18" -> "858 sigmoid_6" [label="(1, 12, 64, 64)", style=solid]; -"858 sigmoid_6" -> "859 mul_12" [label="(1, 12, 64, 64)", style=solid]; -"859 mul_12" -> "898 add_21" [label="(1, 12, 64, 64)", style=solid]; -"860 pad_8" -> "861 view_35" [label="(1, 16, 16, 384)", style=solid]; -"861 view_35" -> "862 permute_29" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"862 permute_29" -> "863 reshape_27" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"863 reshape_27" -> "866 reshape_27_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"864 _param_constant109" -> "865 clone_6" [label="(1152,)", style=solid]; -"865 clone_6" -> "874 linear_40" [label="(1152,)", style=solid]; -"866 reshape_27_0_0_nncf_smooth_quant_0" -> "867 quantize_per_tensor_default_39" [label="(4, 64, 384)", style=solid]; -"867 quantize_per_tensor_default_39" -> "868 dequantize_per_tensor_default_39" [label="(4, 64, 384)", style=solid]; -"868 dequantize_per_tensor_default_39" -> "874 linear_40" [label="(4, 64, 384)", style=solid]; -"869 linear_40_scale_0" -> "872 quantize_per_channel_default_41" [label="(1152,)", style=solid]; -"869 linear_40_scale_0" -> "873 dequantize_per_channel_default_41" [label="(1152,)", style=solid]; -"870 linear_40_zero_point_0" -> "872 quantize_per_channel_default_41" [label="(1152,)", style=solid]; -"870 linear_40_zero_point_0" -> "873 dequantize_per_channel_default_41" [label="(1152,)", style=solid]; -"871 compressed_weight_updated_constant41" -> "872 quantize_per_channel_default_41" [label="(1152, 384)", style=solid]; -"872 quantize_per_channel_default_41" -> "873 dequantize_per_channel_default_41" [label="(1152, 384)", style=solid]; -"873 dequantize_per_channel_default_41" -> "874 linear_40" [label="(1152, 384)", style=solid]; -"874 linear_40" -> "875 reshape_28" [label="(4, 64, 1152)", style=solid]; -"875 reshape_28" -> "876 permute_30" [label="(4, 64, 3, 12, 32)", style=solid]; -"876 permute_30" -> "877 select_18" [label="(3, 4, 12, 64, 32)", style=solid]; -"876 permute_30" -> "878 select_19" [label="(3, 4, 12, 64, 32)", style=solid]; -"876 permute_30" -> "879 select_20" [label="(3, 4, 12, 64, 32)", style=solid]; -"877 select_18" -> "880 linalg_vector_norm_12" [label="(4, 12, 64, 32)", style=solid]; -"877 select_18" -> "882 expand_as_12" [label="(4, 12, 64, 32)", style=solid]; -"877 select_18" -> "883 div_12" [label="(4, 12, 64, 32)", style=solid]; -"878 select_19" -> "886 linalg_vector_norm_13" [label="(4, 12, 64, 32)", style=solid]; -"878 select_19" -> "888 expand_as_13" [label="(4, 12, 64, 32)", style=solid]; -"878 select_19" -> "889 div_13" [label="(4, 12, 64, 32)", style=solid]; -"879 select_20" -> "901 matmul_13" [label="(4, 12, 64, 32)", style=solid]; -"880 linalg_vector_norm_12" -> "881 clamp_min_12" [label="(4, 12, 64, 1)", style=solid]; -"881 clamp_min_12" -> "882 expand_as_12" [label="(4, 12, 64, 1)", style=solid]; -"882 expand_as_12" -> "883 div_12" [label="(4, 12, 64, 32)", style=solid]; -"883 div_12" -> "884 quantize_per_tensor_default_40" [label="(4, 12, 64, 32)", style=solid]; -"884 quantize_per_tensor_default_40" -> "885 dequantize_per_tensor_default_40" [label="(4, 12, 64, 32)", style=solid]; -"885 dequantize_per_tensor_default_40" -> "893 matmul_12" [label="(4, 12, 64, 32)", style=solid]; -"886 linalg_vector_norm_13" -> "887 clamp_min_13" [label="(4, 12, 64, 1)", style=solid]; -"887 clamp_min_13" -> "888 expand_as_13" [label="(4, 12, 64, 1)", style=solid]; -"888 expand_as_13" -> "889 div_13" [label="(4, 12, 64, 32)", style=solid]; -"889 div_13" -> "890 quantize_per_tensor_default_41" [label="(4, 12, 64, 32)", style=solid]; -"890 quantize_per_tensor_default_41" -> "891 dequantize_per_tensor_default_41" [label="(4, 12, 64, 32)", style=solid]; -"891 dequantize_per_tensor_default_41" -> "892 transpose_12" [label="(4, 12, 64, 32)", style=solid]; -"892 transpose_12" -> "893 matmul_12" [label="(4, 12, 32, 64)", style=solid]; -"893 matmul_12" -> "897 mul_13" [label="(4, 12, 64, 64)", style=solid]; -"894 _param_constant111" -> "895 clamp_6" [label="(12, 1, 1)", style=solid]; -"895 clamp_6" -> "896 exp_6" [label="(12, 1, 1)", style=solid]; -"896 exp_6" -> "897 mul_13" [label="(12, 1, 1)", style=solid]; -"897 mul_13" -> "898 add_21" [label="(4, 12, 64, 64)", style=solid]; -"898 add_21" -> "899 softmax_6" [label="(4, 12, 64, 64)", style=solid]; -"899 softmax_6" -> "900 dropout_24" [label="(4, 12, 64, 64)", style=solid]; -"900 dropout_24" -> "901 matmul_13" [label="(4, 12, 64, 64)", style=solid]; -"901 matmul_13" -> "902 transpose_13" [label="(4, 12, 64, 32)", style=solid]; -"902 transpose_13" -> "903 reshape_29" [label="(4, 64, 12, 32)", style=solid]; -"903 reshape_29" -> "905 reshape_29_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"904 _param_constant113" -> "913 linear_41" [label="(384,)", style=solid]; -"905 reshape_29_0_0_nncf_smooth_quant_0" -> "906 quantize_per_tensor_default_42" [label="(4, 64, 384)", style=solid]; -"906 quantize_per_tensor_default_42" -> "907 dequantize_per_tensor_default_42" [label="(4, 64, 384)", style=solid]; -"907 dequantize_per_tensor_default_42" -> "913 linear_41" [label="(4, 64, 384)", style=solid]; -"908 linear_41_scale_0" -> "911 quantize_per_channel_default_42" [label="(384,)", style=solid]; -"908 linear_41_scale_0" -> "912 dequantize_per_channel_default_42" [label="(384,)", style=solid]; -"909 linear_41_zero_point_0" -> "911 quantize_per_channel_default_42" [label="(384,)", style=solid]; -"909 linear_41_zero_point_0" -> "912 dequantize_per_channel_default_42" [label="(384,)", style=solid]; -"910 compressed_weight_updated_constant42" -> "911 quantize_per_channel_default_42" [label="(384, 384)", style=solid]; -"911 quantize_per_channel_default_42" -> "912 dequantize_per_channel_default_42" [label="(384, 384)", style=solid]; -"912 dequantize_per_channel_default_42" -> "913 linear_41" [label="(384, 384)", style=solid]; -"913 linear_41" -> "914 dropout_25" [label="(4, 64, 384)", style=solid]; -"914 dropout_25" -> "915 view_36" [label="(4, 64, 384)", style=solid]; -"915 view_36" -> "916 permute_31" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"916 permute_31" -> "917 reshape_30" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"917 reshape_30" -> "918 slice_106" [label="(1, 16, 16, 384)", style=solid]; -"918 slice_106" -> "919 slice_107" [label="(1, 16, 16, 384)", style=solid]; -"919 slice_107" -> "920 slice_108" [label="(1, 14, 16, 384)", style=solid]; -"920 slice_108" -> "921 slice_109" [label="(1, 14, 14, 384)", style=solid]; -"921 slice_109" -> "922 contiguous_11" [label="(1, 14, 14, 384)", style=solid]; -"922 contiguous_11" -> "925 layer_norm_15" [label="(1, 14, 14, 384)", style=solid]; -"923 _param_constant114" -> "925 layer_norm_15" [label="(384,)", style=solid]; -"924 _param_constant115" -> "925 layer_norm_15" [label="(384,)", style=solid]; -"925 layer_norm_15" -> "926 add_22" [label="(1, 14, 14, 384)", style=solid]; -"926 add_22" -> "928 add_22_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"926 add_22" -> "953 add_23" [label="(1, 14, 14, 384)", style=solid]; -"927 _param_constant117" -> "936 linear_42" [label="(1536,)", style=solid]; -"928 add_22_0_0_nncf_smooth_quant_0" -> "929 quantize_per_tensor_default_43" [label="(1, 14, 14, 384)", style=solid]; -"929 quantize_per_tensor_default_43" -> "930 dequantize_per_tensor_default_43" [label="(1, 14, 14, 384)", style=solid]; -"930 dequantize_per_tensor_default_43" -> "936 linear_42" [label="(1, 14, 14, 384)", style=solid]; -"931 linear_42_scale_0" -> "934 quantize_per_channel_default_43" [label="(1536,)", style=solid]; -"931 linear_42_scale_0" -> "935 dequantize_per_channel_default_43" [label="(1536,)", style=solid]; -"932 linear_42_zero_point_0" -> "934 quantize_per_channel_default_43" [label="(1536,)", style=solid]; -"932 linear_42_zero_point_0" -> "935 dequantize_per_channel_default_43" [label="(1536,)", style=solid]; -"933 compressed_weight_updated_constant43" -> "934 quantize_per_channel_default_43" [label="(1536, 384)", style=solid]; -"934 quantize_per_channel_default_43" -> "935 dequantize_per_channel_default_43" [label="(1536, 384)", style=solid]; -"935 dequantize_per_channel_default_43" -> "936 linear_42" [label="(1536, 384)", style=solid]; -"936 linear_42" -> "937 gelu_6" [label="(1, 14, 14, 1536)", style=solid]; -"937 gelu_6" -> "938 dropout_26" [label="(1, 14, 14, 1536)", style=solid]; -"938 dropout_26" -> "940 dropout_26_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"939 _param_constant119" -> "948 linear_43" [label="(384,)", style=solid]; -"940 dropout_26_0_0_nncf_smooth_quant_0" -> "941 quantize_per_tensor_default_44" [label="(1, 14, 14, 1536)", style=solid]; -"941 quantize_per_tensor_default_44" -> "942 dequantize_per_tensor_default_44" [label="(1, 14, 14, 1536)", style=solid]; -"942 dequantize_per_tensor_default_44" -> "948 linear_43" [label="(1, 14, 14, 1536)", style=solid]; -"943 linear_43_scale_0" -> "946 quantize_per_channel_default_44" [label="(384,)", style=solid]; -"943 linear_43_scale_0" -> "947 dequantize_per_channel_default_44" [label="(384,)", style=solid]; -"944 linear_43_zero_point_0" -> "946 quantize_per_channel_default_44" [label="(384,)", style=solid]; -"944 linear_43_zero_point_0" -> "947 dequantize_per_channel_default_44" [label="(384,)", style=solid]; -"945 compressed_weight_updated_constant44" -> "946 quantize_per_channel_default_44" [label="(384, 1536)", style=solid]; -"946 quantize_per_channel_default_44" -> "947 dequantize_per_channel_default_44" [label="(384, 1536)", style=solid]; -"947 dequantize_per_channel_default_44" -> "948 linear_43" [label="(384, 1536)", style=solid]; -"948 linear_43" -> "949 dropout_27" [label="(1, 14, 14, 384)", style=solid]; -"949 dropout_27" -> "952 layer_norm_16" [label="(1, 14, 14, 384)", style=solid]; -"950 _param_constant120" -> "952 layer_norm_16" [label="(384,)", style=solid]; -"951 _param_constant121" -> "952 layer_norm_16" [label="(384,)", style=solid]; -"952 layer_norm_16" -> "953 add_23" [label="(1, 14, 14, 384)", style=solid]; -"953 add_23" -> "980 pad_9" [label="(1, 14, 14, 384)", style=solid]; -"953 add_23" -> "1064 add_26" [label="(1, 14, 14, 384)", style=solid]; -"954 _tensor_constant41" -> "956 _tensor_constant41_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"955 _param_constant123" -> "962 linear_44" [label="(512,)", style=solid]; -"956 _tensor_constant41_0_0_nncf_smooth_quant_0" -> "962 linear_44" [label="(1, 15, 15, 2)", style=solid]; -"957 linear_44_scale_0" -> "960 quantize_per_channel_default_45" [label="(512,)", style=solid]; -"957 linear_44_scale_0" -> "961 dequantize_per_channel_default_45" [label="(512,)", style=solid]; -"958 linear_44_zero_point_0" -> "960 quantize_per_channel_default_45" [label="(512,)", style=solid]; -"958 linear_44_zero_point_0" -> "961 dequantize_per_channel_default_45" [label="(512,)", style=solid]; -"959 compressed_weight_updated_constant45" -> "960 quantize_per_channel_default_45" [label="(512, 2)", style=solid]; -"960 quantize_per_channel_default_45" -> "961 dequantize_per_channel_default_45" [label="(512, 2)", style=solid]; -"961 dequantize_per_channel_default_45" -> "962 linear_44" [label="(512, 2)", style=solid]; -"962 linear_44" -> "963 relu__7" [label="(1, 15, 15, 512)", style=solid]; -"963 relu__7" -> "964 relu__7_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"964 relu__7_0_0_nncf_smooth_quant_0" -> "970 linear_45" [label="(1, 15, 15, 512)", style=solid]; -"965 linear_45_scale_0" -> "968 quantize_per_channel_default_46" [label="(12,)", style=solid]; -"965 linear_45_scale_0" -> "969 dequantize_per_channel_default_46" [label="(12,)", style=solid]; -"966 linear_45_zero_point_0" -> "968 quantize_per_channel_default_46" [label="(12,)", style=solid]; -"966 linear_45_zero_point_0" -> "969 dequantize_per_channel_default_46" [label="(12,)", style=solid]; -"967 compressed_weight_updated_constant46" -> "968 quantize_per_channel_default_46" [label="(12, 512)", style=solid]; -"968 quantize_per_channel_default_46" -> "969 dequantize_per_channel_default_46" [label="(12, 512)", style=solid]; -"969 dequantize_per_channel_default_46" -> "970 linear_45" [label="(12, 512)", style=solid]; -"970 linear_45" -> "971 view_37" [label="(1, 15, 15, 12)", style=solid]; -"971 view_37" -> "973 index_7" [label="(225, 12)", style=solid]; -"972 _tensor_constant42" -> "973 index_7" [label="(4096,)", style=solid]; -"973 index_7" -> "974 view_38" [label="(4096, 12)", style=solid]; -"974 view_38" -> "975 permute_32" [label="(64, 64, 12)", style=solid]; -"975 permute_32" -> "976 contiguous_12" [label="(12, 64, 64)", style=solid]; -"976 contiguous_12" -> "977 unsqueeze_19" [label="(12, 64, 64)", style=solid]; -"977 unsqueeze_19" -> "978 sigmoid_7" [label="(1, 12, 64, 64)", style=solid]; -"978 sigmoid_7" -> "979 mul_14" [label="(1, 12, 64, 64)", style=solid]; -"979 mul_14" -> "1019 add_24" [label="(1, 12, 64, 64)", style=solid]; -"980 pad_9" -> "981 roll_6" [label="(1, 16, 16, 384)", style=solid]; -"981 roll_6" -> "982 view_39" [label="(1, 16, 16, 384)", style=solid]; -"982 view_39" -> "983 permute_33" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"983 permute_33" -> "984 reshape_31" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"984 reshape_31" -> "987 reshape_31_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"984 reshape_31" -> "1020 new_zeros_3" [label="(4, 64, 384)", style=solid]; -"985 _param_constant125" -> "986 clone_7" [label="(1152,)", style=solid]; -"986 clone_7" -> "995 linear_46" [label="(1152,)", style=solid]; -"987 reshape_31_0_0_nncf_smooth_quant_0" -> "988 quantize_per_tensor_default_45" [label="(4, 64, 384)", style=solid]; -"988 quantize_per_tensor_default_45" -> "989 dequantize_per_tensor_default_45" [label="(4, 64, 384)", style=solid]; -"989 dequantize_per_tensor_default_45" -> "995 linear_46" [label="(4, 64, 384)", style=solid]; -"990 linear_46_scale_0" -> "993 quantize_per_channel_default_47" [label="(1152,)", style=solid]; -"990 linear_46_scale_0" -> "994 dequantize_per_channel_default_47" [label="(1152,)", style=solid]; -"991 linear_46_zero_point_0" -> "993 quantize_per_channel_default_47" [label="(1152,)", style=solid]; -"991 linear_46_zero_point_0" -> "994 dequantize_per_channel_default_47" [label="(1152,)", style=solid]; -"992 compressed_weight_updated_constant47" -> "993 quantize_per_channel_default_47" [label="(1152, 384)", style=solid]; -"993 quantize_per_channel_default_47" -> "994 dequantize_per_channel_default_47" [label="(1152, 384)", style=solid]; -"994 dequantize_per_channel_default_47" -> "995 linear_46" [label="(1152, 384)", style=solid]; -"995 linear_46" -> "996 reshape_32" [label="(4, 64, 1152)", style=solid]; -"996 reshape_32" -> "997 permute_34" [label="(4, 64, 3, 12, 32)", style=solid]; -"997 permute_34" -> "998 select_21" [label="(3, 4, 12, 64, 32)", style=solid]; -"997 permute_34" -> "999 select_22" [label="(3, 4, 12, 64, 32)", style=solid]; -"997 permute_34" -> "1000 select_23" [label="(3, 4, 12, 64, 32)", style=solid]; -"998 select_21" -> "1001 linalg_vector_norm_14" [label="(4, 12, 64, 32)", style=solid]; -"998 select_21" -> "1003 expand_as_14" [label="(4, 12, 64, 32)", style=solid]; -"998 select_21" -> "1004 div_14" [label="(4, 12, 64, 32)", style=solid]; -"999 select_22" -> "1007 linalg_vector_norm_15" [label="(4, 12, 64, 32)", style=solid]; -"999 select_22" -> "1009 expand_as_15" [label="(4, 12, 64, 32)", style=solid]; -"999 select_22" -> "1010 div_15" [label="(4, 12, 64, 32)", style=solid]; -"1000 select_23" -> "1038 matmul_15" [label="(4, 12, 64, 32)", style=solid]; -"1001 linalg_vector_norm_14" -> "1002 clamp_min_14" [label="(4, 12, 64, 1)", style=solid]; -"1002 clamp_min_14" -> "1003 expand_as_14" [label="(4, 12, 64, 1)", style=solid]; -"1003 expand_as_14" -> "1004 div_14" [label="(4, 12, 64, 32)", style=solid]; -"1004 div_14" -> "1005 quantize_per_tensor_default_46" [label="(4, 12, 64, 32)", style=solid]; -"1005 quantize_per_tensor_default_46" -> "1006 dequantize_per_tensor_default_46" [label="(4, 12, 64, 32)", style=solid]; -"1006 dequantize_per_tensor_default_46" -> "1014 matmul_14" [label="(4, 12, 64, 32)", style=solid]; -"1007 linalg_vector_norm_15" -> "1008 clamp_min_15" [label="(4, 12, 64, 1)", style=solid]; -"1008 clamp_min_15" -> "1009 expand_as_15" [label="(4, 12, 64, 1)", style=solid]; -"1009 expand_as_15" -> "1010 div_15" [label="(4, 12, 64, 32)", style=solid]; -"1010 div_15" -> "1011 quantize_per_tensor_default_47" [label="(4, 12, 64, 32)", style=solid]; -"1011 quantize_per_tensor_default_47" -> "1012 dequantize_per_tensor_default_47" [label="(4, 12, 64, 32)", style=solid]; -"1012 dequantize_per_tensor_default_47" -> "1013 transpose_14" [label="(4, 12, 64, 32)", style=solid]; -"1013 transpose_14" -> "1014 matmul_14" [label="(4, 12, 32, 64)", style=solid]; -"1014 matmul_14" -> "1018 mul_15" [label="(4, 12, 64, 64)", style=solid]; -"1015 _param_constant127" -> "1016 clamp_7" [label="(12, 1, 1)", style=solid]; -"1016 clamp_7" -> "1017 exp_7" [label="(12, 1, 1)", style=solid]; -"1017 exp_7" -> "1018 mul_15" [label="(12, 1, 1)", style=solid]; -"1018 mul_15" -> "1019 add_24" [label="(4, 12, 64, 64)", style=solid]; -"1019 add_24" -> "1031 view_41" [label="(4, 12, 64, 64)", style=solid]; -"1020 new_zeros_3" -> "1021 view_40" [label="(16, 16)", style=solid]; -"1021 view_40" -> "1022 permute_35" [label="(2, 8, 2, 8)", style=solid]; -"1022 permute_35" -> "1023 reshape_33" [label="(2, 2, 8, 8)", style=solid]; -"1023 reshape_33" -> "1024 unsqueeze_20" [label="(4, 64)", style=solid]; -"1023 reshape_33" -> "1025 unsqueeze_21" [label="(4, 64)", style=solid]; -"1024 unsqueeze_20" -> "1026 sub_3" [label="(4, 1, 64)", style=solid]; -"1025 unsqueeze_21" -> "1026 sub_3" [label="(4, 64, 1)", style=solid]; -"1026 sub_3" -> "1027 ne_3" [label="(4, 64, 64)", style=solid]; -"1026 sub_3" -> "1028 masked_fill_6" [label="(4, 64, 64)", style=solid]; -"1026 sub_3" -> "1029 eq_3" [label="(4, 64, 64)", style=solid]; -"1027 ne_3" -> "1028 masked_fill_6" [label="(4, 64, 64)", style=solid]; -"1028 masked_fill_6" -> "1030 masked_fill_7" [label="(4, 64, 64)", style=solid]; -"1029 eq_3" -> "1030 masked_fill_7" [label="(4, 64, 64)", style=solid]; -"1030 masked_fill_7" -> "1032 unsqueeze_22" [label="(4, 64, 64)", style=solid]; -"1031 view_41" -> "1034 add_25" [label="(1, 4, 12, 64, 64)", style=solid]; -"1032 unsqueeze_22" -> "1033 unsqueeze_23" [label="(4, 1, 64, 64)", style=solid]; -"1033 unsqueeze_23" -> "1034 add_25" [label="(1, 4, 1, 64, 64)", style=solid]; -"1034 add_25" -> "1035 view_42" [label="(1, 4, 12, 64, 64)", style=solid]; -"1035 view_42" -> "1036 softmax_7" [label="(4, 12, 64, 64)", style=solid]; -"1036 softmax_7" -> "1037 dropout_28" [label="(4, 12, 64, 64)", style=solid]; -"1037 dropout_28" -> "1038 matmul_15" [label="(4, 12, 64, 64)", style=solid]; -"1038 matmul_15" -> "1039 transpose_15" [label="(4, 12, 64, 32)", style=solid]; -"1039 transpose_15" -> "1040 reshape_34" [label="(4, 64, 12, 32)", style=solid]; -"1040 reshape_34" -> "1042 reshape_34_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1041 _param_constant129" -> "1050 linear_47" [label="(384,)", style=solid]; -"1042 reshape_34_0_0_nncf_smooth_quant_0" -> "1043 quantize_per_tensor_default_48" [label="(4, 64, 384)", style=solid]; -"1043 quantize_per_tensor_default_48" -> "1044 dequantize_per_tensor_default_48" [label="(4, 64, 384)", style=solid]; -"1044 dequantize_per_tensor_default_48" -> "1050 linear_47" [label="(4, 64, 384)", style=solid]; -"1045 linear_47_scale_0" -> "1048 quantize_per_channel_default_48" [label="(384,)", style=solid]; -"1045 linear_47_scale_0" -> "1049 dequantize_per_channel_default_48" [label="(384,)", style=solid]; -"1046 linear_47_zero_point_0" -> "1048 quantize_per_channel_default_48" [label="(384,)", style=solid]; -"1046 linear_47_zero_point_0" -> "1049 dequantize_per_channel_default_48" [label="(384,)", style=solid]; -"1047 compressed_weight_updated_constant48" -> "1048 quantize_per_channel_default_48" [label="(384, 384)", style=solid]; -"1048 quantize_per_channel_default_48" -> "1049 dequantize_per_channel_default_48" [label="(384, 384)", style=solid]; -"1049 dequantize_per_channel_default_48" -> "1050 linear_47" [label="(384, 384)", style=solid]; -"1050 linear_47" -> "1051 dropout_29" [label="(4, 64, 384)", style=solid]; -"1051 dropout_29" -> "1052 view_43" [label="(4, 64, 384)", style=solid]; -"1052 view_43" -> "1053 permute_36" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1053 permute_36" -> "1054 reshape_35" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1054 reshape_35" -> "1055 roll_7" [label="(1, 16, 16, 384)", style=solid]; -"1055 roll_7" -> "1056 slice_129" [label="(1, 16, 16, 384)", style=solid]; -"1056 slice_129" -> "1057 slice_130" [label="(1, 16, 16, 384)", style=solid]; -"1057 slice_130" -> "1058 slice_131" [label="(1, 14, 16, 384)", style=solid]; -"1058 slice_131" -> "1059 slice_132" [label="(1, 14, 14, 384)", style=solid]; -"1059 slice_132" -> "1060 contiguous_13" [label="(1, 14, 14, 384)", style=solid]; -"1060 contiguous_13" -> "1063 layer_norm_17" [label="(1, 14, 14, 384)", style=solid]; -"1061 _param_constant130" -> "1063 layer_norm_17" [label="(384,)", style=solid]; -"1062 _param_constant131" -> "1063 layer_norm_17" [label="(384,)", style=solid]; -"1063 layer_norm_17" -> "1064 add_26" [label="(1, 14, 14, 384)", style=solid]; -"1064 add_26" -> "1066 add_26_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1064 add_26" -> "1091 add_27" [label="(1, 14, 14, 384)", style=solid]; -"1065 _param_constant133" -> "1074 linear_48" [label="(1536,)", style=solid]; -"1066 add_26_0_0_nncf_smooth_quant_0" -> "1067 quantize_per_tensor_default_49" [label="(1, 14, 14, 384)", style=solid]; -"1067 quantize_per_tensor_default_49" -> "1068 dequantize_per_tensor_default_49" [label="(1, 14, 14, 384)", style=solid]; -"1068 dequantize_per_tensor_default_49" -> "1074 linear_48" [label="(1, 14, 14, 384)", style=solid]; -"1069 linear_48_scale_0" -> "1072 quantize_per_channel_default_49" [label="(1536,)", style=solid]; -"1069 linear_48_scale_0" -> "1073 dequantize_per_channel_default_49" [label="(1536,)", style=solid]; -"1070 linear_48_zero_point_0" -> "1072 quantize_per_channel_default_49" [label="(1536,)", style=solid]; -"1070 linear_48_zero_point_0" -> "1073 dequantize_per_channel_default_49" [label="(1536,)", style=solid]; -"1071 compressed_weight_updated_constant49" -> "1072 quantize_per_channel_default_49" [label="(1536, 384)", style=solid]; -"1072 quantize_per_channel_default_49" -> "1073 dequantize_per_channel_default_49" [label="(1536, 384)", style=solid]; -"1073 dequantize_per_channel_default_49" -> "1074 linear_48" [label="(1536, 384)", style=solid]; -"1074 linear_48" -> "1075 gelu_7" [label="(1, 14, 14, 1536)", style=solid]; -"1075 gelu_7" -> "1076 dropout_30" [label="(1, 14, 14, 1536)", style=solid]; -"1076 dropout_30" -> "1078 dropout_30_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1077 _param_constant135" -> "1086 linear_49" [label="(384,)", style=solid]; -"1078 dropout_30_0_0_nncf_smooth_quant_0" -> "1079 quantize_per_tensor_default_50" [label="(1, 14, 14, 1536)", style=solid]; -"1079 quantize_per_tensor_default_50" -> "1080 dequantize_per_tensor_default_50" [label="(1, 14, 14, 1536)", style=solid]; -"1080 dequantize_per_tensor_default_50" -> "1086 linear_49" [label="(1, 14, 14, 1536)", style=solid]; -"1081 linear_49_scale_0" -> "1084 quantize_per_channel_default_50" [label="(384,)", style=solid]; -"1081 linear_49_scale_0" -> "1085 dequantize_per_channel_default_50" [label="(384,)", style=solid]; -"1082 linear_49_zero_point_0" -> "1084 quantize_per_channel_default_50" [label="(384,)", style=solid]; -"1082 linear_49_zero_point_0" -> "1085 dequantize_per_channel_default_50" [label="(384,)", style=solid]; -"1083 compressed_weight_updated_constant50" -> "1084 quantize_per_channel_default_50" [label="(384, 1536)", style=solid]; -"1084 quantize_per_channel_default_50" -> "1085 dequantize_per_channel_default_50" [label="(384, 1536)", style=solid]; -"1085 dequantize_per_channel_default_50" -> "1086 linear_49" [label="(384, 1536)", style=solid]; -"1086 linear_49" -> "1087 dropout_31" [label="(1, 14, 14, 384)", style=solid]; -"1087 dropout_31" -> "1090 layer_norm_18" [label="(1, 14, 14, 384)", style=solid]; -"1088 _param_constant136" -> "1090 layer_norm_18" [label="(384,)", style=solid]; -"1089 _param_constant137" -> "1090 layer_norm_18" [label="(384,)", style=solid]; -"1090 layer_norm_18" -> "1091 add_27" [label="(1, 14, 14, 384)", style=solid]; -"1091 add_27" -> "1118 pad_10" [label="(1, 14, 14, 384)", style=solid]; -"1091 add_27" -> "1184 add_29" [label="(1, 14, 14, 384)", style=solid]; -"1092 _tensor_constant52" -> "1094 _tensor_constant52_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1093 _param_constant139" -> "1100 linear_50" [label="(512,)", style=solid]; -"1094 _tensor_constant52_0_0_nncf_smooth_quant_0" -> "1100 linear_50" [label="(1, 15, 15, 2)", style=solid]; -"1095 linear_50_scale_0" -> "1098 quantize_per_channel_default_51" [label="(512,)", style=solid]; -"1095 linear_50_scale_0" -> "1099 dequantize_per_channel_default_51" [label="(512,)", style=solid]; -"1096 linear_50_zero_point_0" -> "1098 quantize_per_channel_default_51" [label="(512,)", style=solid]; -"1096 linear_50_zero_point_0" -> "1099 dequantize_per_channel_default_51" [label="(512,)", style=solid]; -"1097 compressed_weight_updated_constant51" -> "1098 quantize_per_channel_default_51" [label="(512, 2)", style=solid]; -"1098 quantize_per_channel_default_51" -> "1099 dequantize_per_channel_default_51" [label="(512, 2)", style=solid]; -"1099 dequantize_per_channel_default_51" -> "1100 linear_50" [label="(512, 2)", style=solid]; -"1100 linear_50" -> "1101 relu__8" [label="(1, 15, 15, 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softmax_8" -> "1158 dropout_32" [label="(4, 12, 64, 64)", style=solid]; -"1158 dropout_32" -> "1159 matmul_17" [label="(4, 12, 64, 64)", style=solid]; -"1159 matmul_17" -> "1160 transpose_17" [label="(4, 12, 64, 32)", style=solid]; -"1160 transpose_17" -> "1161 reshape_38" [label="(4, 64, 12, 32)", style=solid]; -"1161 reshape_38" -> "1163 reshape_38_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1162 _param_constant145" -> "1171 linear_53" [label="(384,)", style=solid]; -"1163 reshape_38_0_0_nncf_smooth_quant_0" -> "1164 quantize_per_tensor_default_54" [label="(4, 64, 384)", style=solid]; -"1164 quantize_per_tensor_default_54" -> "1165 dequantize_per_tensor_default_54" [label="(4, 64, 384)", style=solid]; -"1165 dequantize_per_tensor_default_54" -> "1171 linear_53" [label="(4, 64, 384)", style=solid]; -"1166 linear_53_scale_0" -> "1169 quantize_per_channel_default_54" [label="(384,)", style=solid]; -"1166 linear_53_scale_0" -> "1170 dequantize_per_channel_default_54" 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"1177 slice_135" [label="(1, 16, 16, 384)", style=solid]; -"1177 slice_135" -> "1178 slice_136" [label="(1, 14, 16, 384)", style=solid]; -"1178 slice_136" -> "1179 slice_137" [label="(1, 14, 14, 384)", style=solid]; -"1179 slice_137" -> "1180 contiguous_15" [label="(1, 14, 14, 384)", style=solid]; -"1180 contiguous_15" -> "1183 layer_norm_19" [label="(1, 14, 14, 384)", style=solid]; -"1181 _param_constant146" -> "1183 layer_norm_19" [label="(384,)", style=solid]; -"1182 _param_constant147" -> "1183 layer_norm_19" [label="(384,)", style=solid]; -"1183 layer_norm_19" -> "1184 add_29" [label="(1, 14, 14, 384)", style=solid]; -"1184 add_29" -> "1186 add_29_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1184 add_29" -> "1211 add_30" [label="(1, 14, 14, 384)", style=solid]; -"1185 _param_constant149" -> "1194 linear_54" [label="(1536,)", style=solid]; -"1186 add_29_0_0_nncf_smooth_quant_0" -> "1187 quantize_per_tensor_default_55" [label="(1, 14, 14, 384)", style=solid]; 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[label="(4, 12, 64, 32)", style=solid]; -"1264 dequantize_per_tensor_default_58" -> "1272 matmul_18" [label="(4, 12, 64, 32)", style=solid]; -"1265 linalg_vector_norm_19" -> "1266 clamp_min_19" [label="(4, 12, 64, 1)", style=solid]; -"1266 clamp_min_19" -> "1267 expand_as_19" [label="(4, 12, 64, 1)", style=solid]; -"1267 expand_as_19" -> "1268 div_19" [label="(4, 12, 64, 32)", style=solid]; -"1268 div_19" -> "1269 quantize_per_tensor_default_59" [label="(4, 12, 64, 32)", style=solid]; -"1269 quantize_per_tensor_default_59" -> "1270 dequantize_per_tensor_default_59" [label="(4, 12, 64, 32)", style=solid]; -"1270 dequantize_per_tensor_default_59" -> "1271 transpose_18" [label="(4, 12, 64, 32)", style=solid]; -"1271 transpose_18" -> "1272 matmul_18" [label="(4, 12, 32, 64)", style=solid]; -"1272 matmul_18" -> "1276 mul_19" [label="(4, 12, 64, 64)", style=solid]; -"1273 _param_constant159" -> "1274 clamp_9" [label="(12, 1, 1)", style=solid]; -"1274 clamp_9" -> "1275 exp_9" [label="(12, 1, 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64)", style=solid]; -"1286 masked_fill_8" -> "1288 masked_fill_9" [label="(4, 64, 64)", style=solid]; -"1287 eq_4" -> "1288 masked_fill_9" [label="(4, 64, 64)", style=solid]; -"1288 masked_fill_9" -> "1290 unsqueeze_28" [label="(4, 64, 64)", style=solid]; -"1289 view_52" -> "1292 add_32" [label="(1, 4, 12, 64, 64)", style=solid]; -"1290 unsqueeze_28" -> "1291 unsqueeze_29" [label="(4, 1, 64, 64)", style=solid]; -"1291 unsqueeze_29" -> "1292 add_32" [label="(1, 4, 1, 64, 64)", style=solid]; -"1292 add_32" -> "1293 view_53" [label="(1, 4, 12, 64, 64)", style=solid]; -"1293 view_53" -> "1294 softmax_9" [label="(4, 12, 64, 64)", style=solid]; -"1294 softmax_9" -> "1295 dropout_36" [label="(4, 12, 64, 64)", style=solid]; -"1295 dropout_36" -> "1296 matmul_19" [label="(4, 12, 64, 64)", style=solid]; -"1296 matmul_19" -> "1297 transpose_19" [label="(4, 12, 64, 32)", style=solid]; -"1297 transpose_19" -> "1298 reshape_43" [label="(4, 64, 12, 32)", style=solid]; -"1298 reshape_43" -> "1300 reshape_43_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1299 _param_constant161" -> "1308 linear_59" [label="(384,)", style=solid]; -"1300 reshape_43_0_0_nncf_smooth_quant_0" -> "1301 quantize_per_tensor_default_60" [label="(4, 64, 384)", style=solid]; -"1301 quantize_per_tensor_default_60" -> "1302 dequantize_per_tensor_default_60" [label="(4, 64, 384)", style=solid]; -"1302 dequantize_per_tensor_default_60" -> "1308 linear_59" [label="(4, 64, 384)", style=solid]; -"1303 linear_59_scale_0" -> "1306 quantize_per_channel_default_60" [label="(384,)", style=solid]; -"1303 linear_59_scale_0" -> "1307 dequantize_per_channel_default_60" [label="(384,)", style=solid]; -"1304 linear_59_zero_point_0" -> "1306 quantize_per_channel_default_60" [label="(384,)", style=solid]; -"1304 linear_59_zero_point_0" -> "1307 dequantize_per_channel_default_60" [label="(384,)", style=solid]; -"1305 compressed_weight_updated_constant60" -> "1306 quantize_per_channel_default_60" [label="(384, 384)", style=solid]; -"1306 quantize_per_channel_default_60" -> "1307 dequantize_per_channel_default_60" [label="(384, 384)", style=solid]; -"1307 dequantize_per_channel_default_60" -> "1308 linear_59" [label="(384, 384)", style=solid]; -"1308 linear_59" -> "1309 dropout_37" [label="(4, 64, 384)", style=solid]; -"1309 dropout_37" -> "1310 view_54" [label="(4, 64, 384)", style=solid]; -"1310 view_54" -> "1311 permute_45" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1311 permute_45" -> "1312 reshape_44" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1312 reshape_44" -> "1313 roll_9" [label="(1, 16, 16, 384)", style=solid]; -"1313 roll_9" -> "1314 slice_157" [label="(1, 16, 16, 384)", style=solid]; -"1314 slice_157" -> "1315 slice_158" [label="(1, 16, 16, 384)", style=solid]; -"1315 slice_158" -> "1316 slice_159" [label="(1, 14, 16, 384)", style=solid]; -"1316 slice_159" -> "1317 slice_160" [label="(1, 14, 14, 384)", style=solid]; -"1317 slice_160" -> "1318 contiguous_17" [label="(1, 14, 14, 384)", style=solid]; -"1318 contiguous_17" -> "1321 layer_norm_21" [label="(1, 14, 14, 384)", style=solid]; -"1319 _param_constant162" -> "1321 layer_norm_21" [label="(384,)", style=solid]; -"1320 _param_constant163" -> "1321 layer_norm_21" [label="(384,)", style=solid]; -"1321 layer_norm_21" -> "1322 add_33" [label="(1, 14, 14, 384)", style=solid]; -"1322 add_33" -> "1324 add_33_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1322 add_33" -> "1349 add_34" [label="(1, 14, 14, 384)", style=solid]; -"1323 _param_constant165" -> "1332 linear_60" [label="(1536,)", style=solid]; -"1324 add_33_0_0_nncf_smooth_quant_0" -> "1325 quantize_per_tensor_default_61" [label="(1, 14, 14, 384)", style=solid]; -"1325 quantize_per_tensor_default_61" -> "1326 dequantize_per_tensor_default_61" [label="(1, 14, 14, 384)", style=solid]; -"1326 dequantize_per_tensor_default_61" -> "1332 linear_60" [label="(1, 14, 14, 384)", style=solid]; -"1327 linear_60_scale_0" -> "1330 quantize_per_channel_default_61" [label="(1536,)", style=solid]; -"1327 linear_60_scale_0" -> "1331 dequantize_per_channel_default_61" [label="(1536,)", style=solid]; -"1328 linear_60_zero_point_0" -> "1330 quantize_per_channel_default_61" [label="(1536,)", style=solid]; -"1328 linear_60_zero_point_0" -> "1331 dequantize_per_channel_default_61" [label="(1536,)", style=solid]; -"1329 compressed_weight_updated_constant61" -> "1330 quantize_per_channel_default_61" [label="(1536, 384)", style=solid]; -"1330 quantize_per_channel_default_61" -> "1331 dequantize_per_channel_default_61" [label="(1536, 384)", style=solid]; -"1331 dequantize_per_channel_default_61" -> "1332 linear_60" [label="(1536, 384)", style=solid]; -"1332 linear_60" -> "1333 gelu_9" [label="(1, 14, 14, 1536)", style=solid]; -"1333 gelu_9" -> "1334 dropout_38" [label="(1, 14, 14, 1536)", style=solid]; -"1334 dropout_38" -> "1336 dropout_38_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1335 _param_constant167" -> "1344 linear_61" [label="(384,)", style=solid]; -"1336 dropout_38_0_0_nncf_smooth_quant_0" -> "1337 quantize_per_tensor_default_62" [label="(1, 14, 14, 1536)", style=solid]; -"1337 quantize_per_tensor_default_62" -> "1338 dequantize_per_tensor_default_62" [label="(1, 14, 14, 1536)", style=solid]; -"1338 dequantize_per_tensor_default_62" -> "1344 linear_61" [label="(1, 14, 14, 1536)", style=solid]; -"1339 linear_61_scale_0" -> "1342 quantize_per_channel_default_62" [label="(384,)", style=solid]; -"1339 linear_61_scale_0" -> "1343 dequantize_per_channel_default_62" [label="(384,)", style=solid]; -"1340 linear_61_zero_point_0" -> "1342 quantize_per_channel_default_62" [label="(384,)", style=solid]; -"1340 linear_61_zero_point_0" -> "1343 dequantize_per_channel_default_62" [label="(384,)", style=solid]; -"1341 compressed_weight_updated_constant62" -> "1342 quantize_per_channel_default_62" [label="(384, 1536)", style=solid]; -"1342 quantize_per_channel_default_62" -> "1343 dequantize_per_channel_default_62" [label="(384, 1536)", style=solid]; -"1343 dequantize_per_channel_default_62" -> "1344 linear_61" [label="(384, 1536)", style=solid]; -"1344 linear_61" -> "1345 dropout_39" [label="(1, 14, 14, 384)", style=solid]; -"1345 dropout_39" -> "1348 layer_norm_22" [label="(1, 14, 14, 384)", style=solid]; -"1346 _param_constant168" -> "1348 layer_norm_22" [label="(384,)", style=solid]; -"1347 _param_constant169" -> "1348 layer_norm_22" [label="(384,)", style=solid]; -"1348 layer_norm_22" -> "1349 add_34" [label="(1, 14, 14, 384)", style=solid]; -"1349 add_34" -> "1376 pad_12" [label="(1, 14, 14, 384)", style=solid]; -"1349 add_34" -> "1442 add_36" [label="(1, 14, 14, 384)", style=solid]; -"1350 _tensor_constant65" -> "1352 _tensor_constant65_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1351 _param_constant171" -> "1358 linear_62" [label="(512,)", style=solid]; -"1352 _tensor_constant65_0_0_nncf_smooth_quant_0" -> "1358 linear_62" [label="(1, 15, 15, 2)", style=solid]; -"1353 linear_62_scale_0" -> "1356 quantize_per_channel_default_63" [label="(512,)", style=solid]; -"1353 linear_62_scale_0" -> "1357 dequantize_per_channel_default_63" [label="(512,)", style=solid]; -"1354 linear_62_zero_point_0" -> "1356 quantize_per_channel_default_63" [label="(512,)", style=solid]; -"1354 linear_62_zero_point_0" -> "1357 dequantize_per_channel_default_63" [label="(512,)", style=solid]; -"1355 compressed_weight_updated_constant63" -> "1356 quantize_per_channel_default_63" [label="(512, 2)", style=solid]; -"1356 quantize_per_channel_default_63" -> "1357 dequantize_per_channel_default_63" [label="(512, 2)", style=solid]; -"1357 dequantize_per_channel_default_63" -> "1358 linear_62" [label="(512, 2)", style=solid]; -"1358 linear_62" -> "1359 relu__10" [label="(1, 15, 15, 512)", style=solid]; -"1359 relu__10" -> "1360 relu__10_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1360 relu__10_0_0_nncf_smooth_quant_0" -> "1366 linear_63" [label="(1, 15, 15, 512)", style=solid]; -"1361 linear_63_scale_0" -> "1364 quantize_per_channel_default_64" [label="(12,)", style=solid]; -"1361 linear_63_scale_0" -> "1365 dequantize_per_channel_default_64" [label="(12,)", style=solid]; -"1362 linear_63_zero_point_0" -> "1364 quantize_per_channel_default_64" [label="(12,)", style=solid]; -"1362 linear_63_zero_point_0" -> "1365 dequantize_per_channel_default_64" [label="(12,)", style=solid]; -"1363 compressed_weight_updated_constant64" -> "1364 quantize_per_channel_default_64" [label="(12, 512)", style=solid]; -"1364 quantize_per_channel_default_64" -> "1365 dequantize_per_channel_default_64" [label="(12, 512)", style=solid]; -"1365 dequantize_per_channel_default_64" -> "1366 linear_63" [label="(12, 512)", style=solid]; -"1366 linear_63" -> "1367 view_55" [label="(1, 15, 15, 12)", style=solid]; -"1367 view_55" -> "1369 index_10" [label="(225, 12)", style=solid]; -"1368 _tensor_constant66" -> "1369 index_10" [label="(4096,)", style=solid]; -"1369 index_10" -> "1370 view_56" [label="(4096, 12)", style=solid]; -"1370 view_56" -> "1371 permute_46" [label="(64, 64, 12)", style=solid]; -"1371 permute_46" -> "1372 contiguous_18" [label="(12, 64, 64)", style=solid]; -"1372 contiguous_18" -> "1373 unsqueeze_30" [label="(12, 64, 64)", style=solid]; -"1373 unsqueeze_30" -> "1374 sigmoid_10" [label="(1, 12, 64, 64)", style=solid]; -"1374 sigmoid_10" -> "1375 mul_20" [label="(1, 12, 64, 64)", style=solid]; -"1375 mul_20" -> "1414 add_35" [label="(1, 12, 64, 64)", style=solid]; -"1376 pad_12" -> "1377 view_57" [label="(1, 16, 16, 384)", style=solid]; -"1377 view_57" -> "1378 permute_47" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1378 permute_47" -> "1379 reshape_45" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1379 reshape_45" -> "1382 reshape_45_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1380 _param_constant173" -> "1381 clone_10" [label="(1152,)", style=solid]; -"1381 clone_10" -> "1390 linear_64" [label="(1152,)", style=solid]; -"1382 reshape_45_0_0_nncf_smooth_quant_0" -> "1383 quantize_per_tensor_default_63" [label="(4, 64, 384)", style=solid]; -"1383 quantize_per_tensor_default_63" -> "1384 dequantize_per_tensor_default_63" [label="(4, 64, 384)", style=solid]; -"1384 dequantize_per_tensor_default_63" -> "1390 linear_64" [label="(4, 64, 384)", style=solid]; -"1385 linear_64_scale_0" -> "1388 quantize_per_channel_default_65" [label="(1152,)", style=solid]; -"1385 linear_64_scale_0" -> "1389 dequantize_per_channel_default_65" [label="(1152,)", style=solid]; -"1386 linear_64_zero_point_0" -> "1388 quantize_per_channel_default_65" [label="(1152,)", style=solid]; -"1386 linear_64_zero_point_0" -> "1389 dequantize_per_channel_default_65" [label="(1152,)", style=solid]; -"1387 compressed_weight_updated_constant65" -> "1388 quantize_per_channel_default_65" [label="(1152, 384)", style=solid]; -"1388 quantize_per_channel_default_65" -> "1389 dequantize_per_channel_default_65" [label="(1152, 384)", style=solid]; -"1389 dequantize_per_channel_default_65" -> "1390 linear_64" [label="(1152, 384)", style=solid]; -"1390 linear_64" -> "1391 reshape_46" [label="(4, 64, 1152)", style=solid]; -"1391 reshape_46" -> "1392 permute_48" [label="(4, 64, 3, 12, 32)", style=solid]; -"1392 permute_48" -> "1393 select_30" [label="(3, 4, 12, 64, 32)", style=solid]; -"1392 permute_48" -> "1394 select_31" [label="(3, 4, 12, 64, 32)", style=solid]; -"1392 permute_48" -> "1395 select_32" [label="(3, 4, 12, 64, 32)", style=solid]; -"1393 select_30" -> "1396 linalg_vector_norm_20" [label="(4, 12, 64, 32)", style=solid]; -"1393 select_30" -> "1398 expand_as_20" [label="(4, 12, 64, 32)", style=solid]; -"1393 select_30" -> "1399 div_20" [label="(4, 12, 64, 32)", style=solid]; -"1394 select_31" -> "1402 linalg_vector_norm_21" [label="(4, 12, 64, 32)", style=solid]; -"1394 select_31" -> "1404 expand_as_21" [label="(4, 12, 64, 32)", style=solid]; -"1394 select_31" -> "1405 div_21" [label="(4, 12, 64, 32)", style=solid]; -"1395 select_32" -> "1417 matmul_21" [label="(4, 12, 64, 32)", style=solid]; -"1396 linalg_vector_norm_20" -> "1397 clamp_min_20" [label="(4, 12, 64, 1)", style=solid]; -"1397 clamp_min_20" -> "1398 expand_as_20" [label="(4, 12, 64, 1)", style=solid]; -"1398 expand_as_20" -> "1399 div_20" [label="(4, 12, 64, 32)", style=solid]; -"1399 div_20" -> "1400 quantize_per_tensor_default_64" [label="(4, 12, 64, 32)", style=solid]; -"1400 quantize_per_tensor_default_64" -> "1401 dequantize_per_tensor_default_64" [label="(4, 12, 64, 32)", style=solid]; -"1401 dequantize_per_tensor_default_64" -> "1409 matmul_20" [label="(4, 12, 64, 32)", style=solid]; -"1402 linalg_vector_norm_21" -> "1403 clamp_min_21" [label="(4, 12, 64, 1)", style=solid]; -"1403 clamp_min_21" -> "1404 expand_as_21" [label="(4, 12, 64, 1)", style=solid]; -"1404 expand_as_21" -> "1405 div_21" [label="(4, 12, 64, 32)", style=solid]; -"1405 div_21" -> "1406 quantize_per_tensor_default_65" [label="(4, 12, 64, 32)", style=solid]; -"1406 quantize_per_tensor_default_65" -> "1407 dequantize_per_tensor_default_65" [label="(4, 12, 64, 32)", style=solid]; -"1407 dequantize_per_tensor_default_65" -> "1408 transpose_20" [label="(4, 12, 64, 32)", style=solid]; -"1408 transpose_20" -> "1409 matmul_20" [label="(4, 12, 32, 64)", style=solid]; -"1409 matmul_20" -> "1413 mul_21" [label="(4, 12, 64, 64)", style=solid]; -"1410 _param_constant175" -> "1411 clamp_10" [label="(12, 1, 1)", style=solid]; -"1411 clamp_10" -> "1412 exp_10" [label="(12, 1, 1)", style=solid]; -"1412 exp_10" -> "1413 mul_21" [label="(12, 1, 1)", style=solid]; -"1413 mul_21" -> "1414 add_35" [label="(4, 12, 64, 64)", style=solid]; -"1414 add_35" -> "1415 softmax_10" [label="(4, 12, 64, 64)", style=solid]; -"1415 softmax_10" -> "1416 dropout_40" [label="(4, 12, 64, 64)", style=solid]; -"1416 dropout_40" -> "1417 matmul_21" [label="(4, 12, 64, 64)", style=solid]; -"1417 matmul_21" -> "1418 transpose_21" [label="(4, 12, 64, 32)", style=solid]; -"1418 transpose_21" -> "1419 reshape_47" [label="(4, 64, 12, 32)", style=solid]; -"1419 reshape_47" -> "1421 reshape_47_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1420 _param_constant177" -> "1429 linear_65" [label="(384,)", style=solid]; -"1421 reshape_47_0_0_nncf_smooth_quant_0" -> "1422 quantize_per_tensor_default_66" [label="(4, 64, 384)", style=solid]; -"1422 quantize_per_tensor_default_66" -> "1423 dequantize_per_tensor_default_66" [label="(4, 64, 384)", style=solid]; -"1423 dequantize_per_tensor_default_66" -> "1429 linear_65" [label="(4, 64, 384)", style=solid]; -"1424 linear_65_scale_0" -> "1427 quantize_per_channel_default_66" [label="(384,)", style=solid]; -"1424 linear_65_scale_0" -> "1428 dequantize_per_channel_default_66" [label="(384,)", style=solid]; -"1425 linear_65_zero_point_0" -> "1427 quantize_per_channel_default_66" [label="(384,)", style=solid]; -"1425 linear_65_zero_point_0" -> "1428 dequantize_per_channel_default_66" [label="(384,)", style=solid]; -"1426 compressed_weight_updated_constant66" -> "1427 quantize_per_channel_default_66" [label="(384, 384)", style=solid]; -"1427 quantize_per_channel_default_66" -> "1428 dequantize_per_channel_default_66" [label="(384, 384)", style=solid]; -"1428 dequantize_per_channel_default_66" -> "1429 linear_65" [label="(384, 384)", style=solid]; -"1429 linear_65" -> "1430 dropout_41" [label="(4, 64, 384)", style=solid]; -"1430 dropout_41" -> "1431 view_58" [label="(4, 64, 384)", style=solid]; -"1431 view_58" -> "1432 permute_49" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1432 permute_49" -> "1433 reshape_48" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1433 reshape_48" -> "1434 slice_162" [label="(1, 16, 16, 384)", style=solid]; -"1434 slice_162" -> "1435 slice_163" [label="(1, 16, 16, 384)", style=solid]; -"1435 slice_163" -> "1436 slice_164" [label="(1, 14, 16, 384)", style=solid]; -"1436 slice_164" -> "1437 slice_165" [label="(1, 14, 14, 384)", style=solid]; -"1437 slice_165" -> "1438 contiguous_19" [label="(1, 14, 14, 384)", style=solid]; -"1438 contiguous_19" -> "1441 layer_norm_23" [label="(1, 14, 14, 384)", style=solid]; -"1439 _param_constant178" -> "1441 layer_norm_23" [label="(384,)", style=solid]; -"1440 _param_constant179" -> "1441 layer_norm_23" [label="(384,)", style=solid]; -"1441 layer_norm_23" -> "1442 add_36" [label="(1, 14, 14, 384)", style=solid]; -"1442 add_36" -> "1444 add_36_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1442 add_36" -> "1469 add_37" [label="(1, 14, 14, 384)", style=solid]; -"1443 _param_constant181" -> "1452 linear_66" [label="(1536,)", style=solid]; -"1444 add_36_0_0_nncf_smooth_quant_0" -> "1445 quantize_per_tensor_default_67" [label="(1, 14, 14, 384)", style=solid]; -"1445 quantize_per_tensor_default_67" -> "1446 dequantize_per_tensor_default_67" [label="(1, 14, 14, 384)", style=solid]; -"1446 dequantize_per_tensor_default_67" -> "1452 linear_66" [label="(1, 14, 14, 384)", style=solid]; -"1447 linear_66_scale_0" -> "1450 quantize_per_channel_default_67" [label="(1536,)", style=solid]; -"1447 linear_66_scale_0" -> "1451 dequantize_per_channel_default_67" [label="(1536,)", style=solid]; -"1448 linear_66_zero_point_0" -> "1450 quantize_per_channel_default_67" [label="(1536,)", style=solid]; -"1448 linear_66_zero_point_0" -> "1451 dequantize_per_channel_default_67" [label="(1536,)", style=solid]; -"1449 compressed_weight_updated_constant67" -> "1450 quantize_per_channel_default_67" [label="(1536, 384)", style=solid]; -"1450 quantize_per_channel_default_67" -> "1451 dequantize_per_channel_default_67" [label="(1536, 384)", style=solid]; -"1451 dequantize_per_channel_default_67" -> "1452 linear_66" [label="(1536, 384)", style=solid]; -"1452 linear_66" -> "1453 gelu_10" [label="(1, 14, 14, 1536)", style=solid]; -"1453 gelu_10" -> "1454 dropout_42" [label="(1, 14, 14, 1536)", style=solid]; -"1454 dropout_42" -> "1456 dropout_42_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1455 _param_constant183" -> "1464 linear_67" [label="(384,)", style=solid]; -"1456 dropout_42_0_0_nncf_smooth_quant_0" -> "1457 quantize_per_tensor_default_68" [label="(1, 14, 14, 1536)", style=solid]; -"1457 quantize_per_tensor_default_68" -> "1458 dequantize_per_tensor_default_68" [label="(1, 14, 14, 1536)", style=solid]; -"1458 dequantize_per_tensor_default_68" -> "1464 linear_67" [label="(1, 14, 14, 1536)", style=solid]; -"1459 linear_67_scale_0" -> "1462 quantize_per_channel_default_68" [label="(384,)", style=solid]; -"1459 linear_67_scale_0" -> "1463 dequantize_per_channel_default_68" [label="(384,)", style=solid]; -"1460 linear_67_zero_point_0" -> "1462 quantize_per_channel_default_68" [label="(384,)", style=solid]; -"1460 linear_67_zero_point_0" -> "1463 dequantize_per_channel_default_68" [label="(384,)", style=solid]; -"1461 compressed_weight_updated_constant68" -> "1462 quantize_per_channel_default_68" [label="(384, 1536)", style=solid]; -"1462 quantize_per_channel_default_68" -> "1463 dequantize_per_channel_default_68" [label="(384, 1536)", style=solid]; -"1463 dequantize_per_channel_default_68" -> "1464 linear_67" [label="(384, 1536)", style=solid]; -"1464 linear_67" -> "1465 dropout_43" [label="(1, 14, 14, 384)", style=solid]; -"1465 dropout_43" -> "1468 layer_norm_24" [label="(1, 14, 14, 384)", style=solid]; -"1466 _param_constant184" -> "1468 layer_norm_24" [label="(384,)", style=solid]; -"1467 _param_constant185" -> "1468 layer_norm_24" [label="(384,)", style=solid]; -"1468 layer_norm_24" -> "1469 add_37" [label="(1, 14, 14, 384)", style=solid]; -"1469 add_37" -> "1496 pad_13" [label="(1, 14, 14, 384)", style=solid]; -"1469 add_37" -> "1580 add_40" [label="(1, 14, 14, 384)", style=solid]; -"1470 _tensor_constant67" -> "1472 _tensor_constant67_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1471 _param_constant187" -> "1478 linear_68" [label="(512,)", style=solid]; -"1472 _tensor_constant67_0_0_nncf_smooth_quant_0" -> "1478 linear_68" [label="(1, 15, 15, 2)", style=solid]; -"1473 linear_68_scale_0" -> "1476 quantize_per_channel_default_69" [label="(512,)", style=solid]; -"1473 linear_68_scale_0" -> "1477 dequantize_per_channel_default_69" [label="(512,)", style=solid]; -"1474 linear_68_zero_point_0" -> "1476 quantize_per_channel_default_69" [label="(512,)", style=solid]; -"1474 linear_68_zero_point_0" -> "1477 dequantize_per_channel_default_69" [label="(512,)", style=solid]; -"1475 compressed_weight_updated_constant69" -> "1476 quantize_per_channel_default_69" [label="(512, 2)", style=solid]; -"1476 quantize_per_channel_default_69" -> "1477 dequantize_per_channel_default_69" [label="(512, 2)", style=solid]; -"1477 dequantize_per_channel_default_69" -> "1478 linear_68" [label="(512, 2)", style=solid]; -"1478 linear_68" -> "1479 relu__11" [label="(1, 15, 15, 512)", style=solid]; -"1479 relu__11" -> "1480 relu__11_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1480 relu__11_0_0_nncf_smooth_quant_0" -> "1486 linear_69" [label="(1, 15, 15, 512)", style=solid]; -"1481 linear_69_scale_0" -> "1484 quantize_per_channel_default_70" [label="(12,)", style=solid]; -"1481 linear_69_scale_0" -> "1485 dequantize_per_channel_default_70" [label="(12,)", style=solid]; -"1482 linear_69_zero_point_0" -> "1484 quantize_per_channel_default_70" [label="(12,)", style=solid]; -"1482 linear_69_zero_point_0" -> "1485 dequantize_per_channel_default_70" [label="(12,)", style=solid]; -"1483 compressed_weight_updated_constant70" -> "1484 quantize_per_channel_default_70" [label="(12, 512)", style=solid]; -"1484 quantize_per_channel_default_70" -> "1485 dequantize_per_channel_default_70" [label="(12, 512)", style=solid]; -"1485 dequantize_per_channel_default_70" -> "1486 linear_69" [label="(12, 512)", style=solid]; -"1486 linear_69" -> "1487 view_59" [label="(1, 15, 15, 12)", style=solid]; -"1487 view_59" -> "1489 index_11" [label="(225, 12)", style=solid]; -"1488 _tensor_constant68" -> "1489 index_11" [label="(4096,)", style=solid]; -"1489 index_11" -> "1490 view_60" [label="(4096, 12)", style=solid]; -"1490 view_60" -> "1491 permute_50" [label="(64, 64, 12)", style=solid]; -"1491 permute_50" -> "1492 contiguous_20" [label="(12, 64, 64)", style=solid]; -"1492 contiguous_20" -> "1493 unsqueeze_31" [label="(12, 64, 64)", style=solid]; -"1493 unsqueeze_31" -> "1494 sigmoid_11" [label="(1, 12, 64, 64)", style=solid]; -"1494 sigmoid_11" -> "1495 mul_22" [label="(1, 12, 64, 64)", style=solid]; -"1495 mul_22" -> "1535 add_38" [label="(1, 12, 64, 64)", style=solid]; -"1496 pad_13" -> "1497 roll_10" [label="(1, 16, 16, 384)", style=solid]; -"1497 roll_10" -> "1498 view_61" [label="(1, 16, 16, 384)", style=solid]; -"1498 view_61" -> "1499 permute_51" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1499 permute_51" -> "1500 reshape_49" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1500 reshape_49" -> "1503 reshape_49_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1500 reshape_49" -> "1536 new_zeros_5" [label="(4, 64, 384)", style=solid]; -"1501 _param_constant189" -> "1502 clone_11" [label="(1152,)", style=solid]; -"1502 clone_11" -> "1511 linear_70" [label="(1152,)", style=solid]; -"1503 reshape_49_0_0_nncf_smooth_quant_0" -> "1504 quantize_per_tensor_default_69" [label="(4, 64, 384)", style=solid]; -"1504 quantize_per_tensor_default_69" -> "1505 dequantize_per_tensor_default_69" [label="(4, 64, 384)", style=solid]; -"1505 dequantize_per_tensor_default_69" -> "1511 linear_70" [label="(4, 64, 384)", style=solid]; -"1506 linear_70_scale_0" -> "1509 quantize_per_channel_default_71" [label="(1152,)", style=solid]; -"1506 linear_70_scale_0" -> "1510 dequantize_per_channel_default_71" [label="(1152,)", style=solid]; -"1507 linear_70_zero_point_0" -> "1509 quantize_per_channel_default_71" [label="(1152,)", style=solid]; -"1507 linear_70_zero_point_0" -> "1510 dequantize_per_channel_default_71" [label="(1152,)", style=solid]; -"1508 compressed_weight_updated_constant71" -> "1509 quantize_per_channel_default_71" [label="(1152, 384)", style=solid]; -"1509 quantize_per_channel_default_71" -> "1510 dequantize_per_channel_default_71" [label="(1152, 384)", style=solid]; -"1510 dequantize_per_channel_default_71" -> "1511 linear_70" [label="(1152, 384)", style=solid]; -"1511 linear_70" -> "1512 reshape_50" [label="(4, 64, 1152)", style=solid]; -"1512 reshape_50" -> "1513 permute_52" [label="(4, 64, 3, 12, 32)", style=solid]; -"1513 permute_52" -> "1514 select_33" [label="(3, 4, 12, 64, 32)", style=solid]; -"1513 permute_52" -> "1515 select_34" [label="(3, 4, 12, 64, 32)", style=solid]; -"1513 permute_52" -> "1516 select_35" [label="(3, 4, 12, 64, 32)", style=solid]; -"1514 select_33" -> "1517 linalg_vector_norm_22" [label="(4, 12, 64, 32)", style=solid]; -"1514 select_33" -> "1519 expand_as_22" [label="(4, 12, 64, 32)", style=solid]; -"1514 select_33" -> "1520 div_22" [label="(4, 12, 64, 32)", style=solid]; -"1515 select_34" -> "1523 linalg_vector_norm_23" [label="(4, 12, 64, 32)", style=solid]; -"1515 select_34" -> "1525 expand_as_23" [label="(4, 12, 64, 32)", style=solid]; -"1515 select_34" -> "1526 div_23" [label="(4, 12, 64, 32)", style=solid]; -"1516 select_35" -> "1554 matmul_23" [label="(4, 12, 64, 32)", style=solid]; -"1517 linalg_vector_norm_22" -> "1518 clamp_min_22" [label="(4, 12, 64, 1)", style=solid]; -"1518 clamp_min_22" -> "1519 expand_as_22" [label="(4, 12, 64, 1)", style=solid]; -"1519 expand_as_22" -> "1520 div_22" [label="(4, 12, 64, 32)", style=solid]; -"1520 div_22" -> "1521 quantize_per_tensor_default_70" [label="(4, 12, 64, 32)", style=solid]; -"1521 quantize_per_tensor_default_70" -> "1522 dequantize_per_tensor_default_70" [label="(4, 12, 64, 32)", style=solid]; -"1522 dequantize_per_tensor_default_70" -> "1530 matmul_22" [label="(4, 12, 64, 32)", style=solid]; -"1523 linalg_vector_norm_23" -> "1524 clamp_min_23" [label="(4, 12, 64, 1)", style=solid]; -"1524 clamp_min_23" -> "1525 expand_as_23" [label="(4, 12, 64, 1)", style=solid]; -"1525 expand_as_23" -> "1526 div_23" [label="(4, 12, 64, 32)", style=solid]; -"1526 div_23" -> "1527 quantize_per_tensor_default_71" [label="(4, 12, 64, 32)", style=solid]; -"1527 quantize_per_tensor_default_71" -> "1528 dequantize_per_tensor_default_71" [label="(4, 12, 64, 32)", style=solid]; -"1528 dequantize_per_tensor_default_71" -> "1529 transpose_22" [label="(4, 12, 64, 32)", style=solid]; -"1529 transpose_22" -> "1530 matmul_22" [label="(4, 12, 32, 64)", style=solid]; -"1530 matmul_22" -> "1534 mul_23" [label="(4, 12, 64, 64)", style=solid]; -"1531 _param_constant191" -> "1532 clamp_11" [label="(12, 1, 1)", style=solid]; -"1532 clamp_11" -> "1533 exp_11" [label="(12, 1, 1)", style=solid]; -"1533 exp_11" -> "1534 mul_23" [label="(12, 1, 1)", style=solid]; -"1534 mul_23" -> "1535 add_38" [label="(4, 12, 64, 64)", style=solid]; -"1535 add_38" -> "1547 view_63" [label="(4, 12, 64, 64)", style=solid]; -"1536 new_zeros_5" -> "1537 view_62" [label="(16, 16)", style=solid]; -"1537 view_62" -> "1538 permute_53" [label="(2, 8, 2, 8)", style=solid]; -"1538 permute_53" -> "1539 reshape_51" [label="(2, 2, 8, 8)", style=solid]; -"1539 reshape_51" -> "1540 unsqueeze_32" [label="(4, 64)", style=solid]; -"1539 reshape_51" -> "1541 unsqueeze_33" [label="(4, 64)", style=solid]; -"1540 unsqueeze_32" -> "1542 sub_5" [label="(4, 1, 64)", style=solid]; -"1541 unsqueeze_33" -> "1542 sub_5" [label="(4, 64, 1)", style=solid]; -"1542 sub_5" -> "1543 ne_5" [label="(4, 64, 64)", style=solid]; -"1542 sub_5" -> "1544 masked_fill_10" [label="(4, 64, 64)", style=solid]; -"1542 sub_5" -> "1545 eq_5" [label="(4, 64, 64)", style=solid]; -"1543 ne_5" -> "1544 masked_fill_10" [label="(4, 64, 64)", style=solid]; -"1544 masked_fill_10" -> "1546 masked_fill_11" [label="(4, 64, 64)", style=solid]; -"1545 eq_5" -> "1546 masked_fill_11" [label="(4, 64, 64)", style=solid]; -"1546 masked_fill_11" -> "1548 unsqueeze_34" [label="(4, 64, 64)", style=solid]; -"1547 view_63" -> "1550 add_39" [label="(1, 4, 12, 64, 64)", style=solid]; -"1548 unsqueeze_34" -> "1549 unsqueeze_35" [label="(4, 1, 64, 64)", style=solid]; -"1549 unsqueeze_35" -> "1550 add_39" [label="(1, 4, 1, 64, 64)", style=solid]; -"1550 add_39" -> "1551 view_64" [label="(1, 4, 12, 64, 64)", style=solid]; -"1551 view_64" -> "1552 softmax_11" [label="(4, 12, 64, 64)", style=solid]; -"1552 softmax_11" -> "1553 dropout_44" [label="(4, 12, 64, 64)", style=solid]; -"1553 dropout_44" -> "1554 matmul_23" [label="(4, 12, 64, 64)", style=solid]; -"1554 matmul_23" -> "1555 transpose_23" [label="(4, 12, 64, 32)", style=solid]; -"1555 transpose_23" -> "1556 reshape_52" [label="(4, 64, 12, 32)", style=solid]; -"1556 reshape_52" -> "1558 reshape_52_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1557 _param_constant193" -> "1566 linear_71" [label="(384,)", style=solid]; -"1558 reshape_52_0_0_nncf_smooth_quant_0" -> "1559 quantize_per_tensor_default_72" [label="(4, 64, 384)", style=solid]; -"1559 quantize_per_tensor_default_72" -> "1560 dequantize_per_tensor_default_72" [label="(4, 64, 384)", style=solid]; -"1560 dequantize_per_tensor_default_72" -> "1566 linear_71" [label="(4, 64, 384)", style=solid]; -"1561 linear_71_scale_0" -> "1564 quantize_per_channel_default_72" [label="(384,)", style=solid]; -"1561 linear_71_scale_0" -> "1565 dequantize_per_channel_default_72" [label="(384,)", style=solid]; -"1562 linear_71_zero_point_0" -> "1564 quantize_per_channel_default_72" [label="(384,)", style=solid]; -"1562 linear_71_zero_point_0" -> "1565 dequantize_per_channel_default_72" [label="(384,)", style=solid]; -"1563 compressed_weight_updated_constant72" -> "1564 quantize_per_channel_default_72" [label="(384, 384)", style=solid]; -"1564 quantize_per_channel_default_72" -> "1565 dequantize_per_channel_default_72" [label="(384, 384)", style=solid]; -"1565 dequantize_per_channel_default_72" -> "1566 linear_71" [label="(384, 384)", style=solid]; -"1566 linear_71" -> "1567 dropout_45" [label="(4, 64, 384)", style=solid]; -"1567 dropout_45" -> "1568 view_65" [label="(4, 64, 384)", style=solid]; -"1568 view_65" -> "1569 permute_54" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1569 permute_54" -> "1570 reshape_53" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1570 reshape_53" -> "1571 roll_11" [label="(1, 16, 16, 384)", style=solid]; -"1571 roll_11" -> "1572 slice_185" [label="(1, 16, 16, 384)", style=solid]; -"1572 slice_185" -> "1573 slice_186" [label="(1, 16, 16, 384)", style=solid]; -"1573 slice_186" -> "1574 slice_187" [label="(1, 14, 16, 384)", style=solid]; -"1574 slice_187" -> "1575 slice_188" [label="(1, 14, 14, 384)", style=solid]; -"1575 slice_188" -> "1576 contiguous_21" [label="(1, 14, 14, 384)", style=solid]; -"1576 contiguous_21" -> "1579 layer_norm_25" [label="(1, 14, 14, 384)", style=solid]; -"1577 _param_constant194" -> "1579 layer_norm_25" [label="(384,)", style=solid]; -"1578 _param_constant195" -> "1579 layer_norm_25" [label="(384,)", style=solid]; -"1579 layer_norm_25" -> "1580 add_40" [label="(1, 14, 14, 384)", style=solid]; -"1580 add_40" -> "1582 add_40_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1580 add_40" -> "1607 add_41" [label="(1, 14, 14, 384)", style=solid]; -"1581 _param_constant197" -> "1590 linear_72" [label="(1536,)", style=solid]; -"1582 add_40_0_0_nncf_smooth_quant_0" -> "1583 quantize_per_tensor_default_73" [label="(1, 14, 14, 384)", style=solid]; -"1583 quantize_per_tensor_default_73" -> "1584 dequantize_per_tensor_default_73" [label="(1, 14, 14, 384)", style=solid]; -"1584 dequantize_per_tensor_default_73" -> "1590 linear_72" [label="(1, 14, 14, 384)", style=solid]; -"1585 linear_72_scale_0" -> "1588 quantize_per_channel_default_73" [label="(1536,)", style=solid]; -"1585 linear_72_scale_0" -> "1589 dequantize_per_channel_default_73" [label="(1536,)", style=solid]; -"1586 linear_72_zero_point_0" -> "1588 quantize_per_channel_default_73" [label="(1536,)", style=solid]; -"1586 linear_72_zero_point_0" -> "1589 dequantize_per_channel_default_73" [label="(1536,)", style=solid]; -"1587 compressed_weight_updated_constant73" -> "1588 quantize_per_channel_default_73" [label="(1536, 384)", style=solid]; -"1588 quantize_per_channel_default_73" -> "1589 dequantize_per_channel_default_73" [label="(1536, 384)", style=solid]; -"1589 dequantize_per_channel_default_73" -> "1590 linear_72" [label="(1536, 384)", style=solid]; -"1590 linear_72" -> "1591 gelu_11" [label="(1, 14, 14, 1536)", style=solid]; -"1591 gelu_11" -> "1592 dropout_46" [label="(1, 14, 14, 1536)", style=solid]; -"1592 dropout_46" -> "1594 dropout_46_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1593 _param_constant199" -> "1602 linear_73" [label="(384,)", style=solid]; -"1594 dropout_46_0_0_nncf_smooth_quant_0" -> "1595 quantize_per_tensor_default_74" [label="(1, 14, 14, 1536)", style=solid]; -"1595 quantize_per_tensor_default_74" -> "1596 dequantize_per_tensor_default_74" [label="(1, 14, 14, 1536)", style=solid]; -"1596 dequantize_per_tensor_default_74" -> "1602 linear_73" [label="(1, 14, 14, 1536)", style=solid]; -"1597 linear_73_scale_0" -> "1600 quantize_per_channel_default_74" [label="(384,)", style=solid]; -"1597 linear_73_scale_0" -> "1601 dequantize_per_channel_default_74" [label="(384,)", style=solid]; -"1598 linear_73_zero_point_0" -> "1600 quantize_per_channel_default_74" [label="(384,)", style=solid]; -"1598 linear_73_zero_point_0" -> "1601 dequantize_per_channel_default_74" [label="(384,)", style=solid]; -"1599 compressed_weight_updated_constant74" -> "1600 quantize_per_channel_default_74" [label="(384, 1536)", style=solid]; -"1600 quantize_per_channel_default_74" -> "1601 dequantize_per_channel_default_74" [label="(384, 1536)", style=solid]; -"1601 dequantize_per_channel_default_74" -> "1602 linear_73" [label="(384, 1536)", style=solid]; -"1602 linear_73" -> "1603 dropout_47" [label="(1, 14, 14, 384)", style=solid]; -"1603 dropout_47" -> "1606 layer_norm_26" [label="(1, 14, 14, 384)", style=solid]; -"1604 _param_constant200" -> "1606 layer_norm_26" [label="(384,)", style=solid]; -"1605 _param_constant201" -> "1606 layer_norm_26" [label="(384,)", style=solid]; -"1606 layer_norm_26" -> "1607 add_41" [label="(1, 14, 14, 384)", style=solid]; -"1607 add_41" -> "1634 pad_14" [label="(1, 14, 14, 384)", style=solid]; -"1607 add_41" -> "1700 add_43" [label="(1, 14, 14, 384)", style=solid]; -"1608 _tensor_constant78" -> "1610 _tensor_constant78_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1609 _param_constant203" -> "1616 linear_74" [label="(512,)", style=solid]; -"1610 _tensor_constant78_0_0_nncf_smooth_quant_0" -> "1616 linear_74" [label="(1, 15, 15, 2)", style=solid]; -"1611 linear_74_scale_0" -> "1614 quantize_per_channel_default_75" [label="(512,)", style=solid]; -"1611 linear_74_scale_0" -> "1615 dequantize_per_channel_default_75" [label="(512,)", style=solid]; -"1612 linear_74_zero_point_0" -> "1614 quantize_per_channel_default_75" [label="(512,)", style=solid]; -"1612 linear_74_zero_point_0" -> "1615 dequantize_per_channel_default_75" [label="(512,)", style=solid]; -"1613 compressed_weight_updated_constant75" -> "1614 quantize_per_channel_default_75" [label="(512, 2)", style=solid]; -"1614 quantize_per_channel_default_75" -> "1615 dequantize_per_channel_default_75" [label="(512, 2)", style=solid]; -"1615 dequantize_per_channel_default_75" -> "1616 linear_74" [label="(512, 2)", style=solid]; -"1616 linear_74" -> "1617 relu__12" [label="(1, 15, 15, 512)", style=solid]; -"1617 relu__12" -> "1618 relu__12_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1618 relu__12_0_0_nncf_smooth_quant_0" -> "1624 linear_75" [label="(1, 15, 15, 512)", style=solid]; -"1619 linear_75_scale_0" -> "1622 quantize_per_channel_default_76" [label="(12,)", 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quantize_per_channel_default_83" [label="(1152, 384)", style=solid]; -"1767 quantize_per_channel_default_83" -> "1768 dequantize_per_channel_default_83" [label="(1152, 384)", style=solid]; -"1768 dequantize_per_channel_default_83" -> "1769 linear_82" [label="(1152, 384)", style=solid]; -"1769 linear_82" -> "1770 reshape_59" [label="(4, 64, 1152)", style=solid]; -"1770 reshape_59" -> "1771 permute_61" [label="(4, 64, 3, 12, 32)", style=solid]; -"1771 permute_61" -> "1772 select_39" [label="(3, 4, 12, 64, 32)", style=solid]; -"1771 permute_61" -> "1773 select_40" [label="(3, 4, 12, 64, 32)", style=solid]; -"1771 permute_61" -> "1774 select_41" [label="(3, 4, 12, 64, 32)", style=solid]; -"1772 select_39" -> "1775 linalg_vector_norm_26" [label="(4, 12, 64, 32)", style=solid]; -"1772 select_39" -> "1777 expand_as_26" [label="(4, 12, 64, 32)", style=solid]; -"1772 select_39" -> "1778 div_26" [label="(4, 12, 64, 32)", style=solid]; -"1773 select_40" -> "1781 linalg_vector_norm_27" [label="(4, 12, 64, 32)", style=solid]; -"1773 select_40" -> "1783 expand_as_27" [label="(4, 12, 64, 32)", style=solid]; -"1773 select_40" -> "1784 div_27" [label="(4, 12, 64, 32)", style=solid]; -"1774 select_41" -> "1812 matmul_27" [label="(4, 12, 64, 32)", style=solid]; -"1775 linalg_vector_norm_26" -> "1776 clamp_min_26" [label="(4, 12, 64, 1)", style=solid]; -"1776 clamp_min_26" -> "1777 expand_as_26" [label="(4, 12, 64, 1)", style=solid]; -"1777 expand_as_26" -> "1778 div_26" [label="(4, 12, 64, 32)", style=solid]; -"1778 div_26" -> "1779 quantize_per_tensor_default_82" [label="(4, 12, 64, 32)", style=solid]; -"1779 quantize_per_tensor_default_82" -> "1780 dequantize_per_tensor_default_82" [label="(4, 12, 64, 32)", style=solid]; -"1780 dequantize_per_tensor_default_82" -> "1788 matmul_26" [label="(4, 12, 64, 32)", style=solid]; -"1781 linalg_vector_norm_27" -> "1782 clamp_min_27" [label="(4, 12, 64, 1)", style=solid]; -"1782 clamp_min_27" -> "1783 expand_as_27" [label="(4, 12, 64, 1)", style=solid]; -"1783 expand_as_27" -> "1784 div_27" [label="(4, 12, 64, 32)", style=solid]; -"1784 div_27" -> "1785 quantize_per_tensor_default_83" [label="(4, 12, 64, 32)", style=solid]; -"1785 quantize_per_tensor_default_83" -> "1786 dequantize_per_tensor_default_83" [label="(4, 12, 64, 32)", style=solid]; -"1786 dequantize_per_tensor_default_83" -> "1787 transpose_26" [label="(4, 12, 64, 32)", style=solid]; -"1787 transpose_26" -> "1788 matmul_26" [label="(4, 12, 32, 64)", style=solid]; -"1788 matmul_26" -> "1792 mul_27" [label="(4, 12, 64, 64)", style=solid]; -"1789 _param_constant223" -> "1790 clamp_13" [label="(12, 1, 1)", style=solid]; -"1790 clamp_13" -> "1791 exp_13" [label="(12, 1, 1)", style=solid]; -"1791 exp_13" -> "1792 mul_27" [label="(12, 1, 1)", style=solid]; -"1792 mul_27" -> "1793 add_45" [label="(4, 12, 64, 64)", style=solid]; -"1793 add_45" -> "1805 view_74" [label="(4, 12, 64, 64)", style=solid]; -"1794 new_zeros_6" -> "1795 view_73" [label="(16, 16)", style=solid]; -"1795 view_73" -> "1796 permute_62" [label="(2, 8, 2, 8)", style=solid]; -"1796 permute_62" -> "1797 reshape_60" [label="(2, 2, 8, 8)", style=solid]; -"1797 reshape_60" -> "1798 unsqueeze_38" [label="(4, 64)", style=solid]; -"1797 reshape_60" -> "1799 unsqueeze_39" [label="(4, 64)", style=solid]; -"1798 unsqueeze_38" -> "1800 sub_6" [label="(4, 1, 64)", style=solid]; -"1799 unsqueeze_39" -> "1800 sub_6" [label="(4, 64, 1)", style=solid]; -"1800 sub_6" -> "1801 ne_6" [label="(4, 64, 64)", style=solid]; -"1800 sub_6" -> "1802 masked_fill_12" [label="(4, 64, 64)", style=solid]; -"1800 sub_6" -> "1803 eq_6" [label="(4, 64, 64)", style=solid]; -"1801 ne_6" -> "1802 masked_fill_12" [label="(4, 64, 64)", style=solid]; -"1802 masked_fill_12" -> "1804 masked_fill_13" [label="(4, 64, 64)", style=solid]; -"1803 eq_6" -> "1804 masked_fill_13" [label="(4, 64, 64)", style=solid]; -"1804 masked_fill_13" -> "1806 unsqueeze_40" [label="(4, 64, 64)", style=solid]; -"1805 view_74" -> "1808 add_46" [label="(1, 4, 12, 64, 64)", style=solid]; -"1806 unsqueeze_40" -> "1807 unsqueeze_41" [label="(4, 1, 64, 64)", style=solid]; -"1807 unsqueeze_41" -> "1808 add_46" [label="(1, 4, 1, 64, 64)", style=solid]; -"1808 add_46" -> "1809 view_75" [label="(1, 4, 12, 64, 64)", style=solid]; -"1809 view_75" -> "1810 softmax_13" [label="(4, 12, 64, 64)", style=solid]; -"1810 softmax_13" -> "1811 dropout_52" [label="(4, 12, 64, 64)", style=solid]; -"1811 dropout_52" -> "1812 matmul_27" [label="(4, 12, 64, 64)", style=solid]; -"1812 matmul_27" -> "1813 transpose_27" [label="(4, 12, 64, 32)", style=solid]; -"1813 transpose_27" -> "1814 reshape_61" [label="(4, 64, 12, 32)", style=solid]; -"1814 reshape_61" -> "1816 reshape_61_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1815 _param_constant225" -> "1824 linear_83" [label="(384,)", style=solid]; -"1816 reshape_61_0_0_nncf_smooth_quant_0" -> "1817 quantize_per_tensor_default_84" [label="(4, 64, 384)", style=solid]; -"1817 quantize_per_tensor_default_84" -> "1818 dequantize_per_tensor_default_84" [label="(4, 64, 384)", style=solid]; -"1818 dequantize_per_tensor_default_84" -> "1824 linear_83" [label="(4, 64, 384)", style=solid]; -"1819 linear_83_scale_0" -> "1822 quantize_per_channel_default_84" [label="(384,)", style=solid]; -"1819 linear_83_scale_0" -> "1823 dequantize_per_channel_default_84" [label="(384,)", style=solid]; -"1820 linear_83_zero_point_0" -> "1822 quantize_per_channel_default_84" [label="(384,)", style=solid]; -"1820 linear_83_zero_point_0" -> "1823 dequantize_per_channel_default_84" [label="(384,)", style=solid]; -"1821 compressed_weight_updated_constant84" -> "1822 quantize_per_channel_default_84" [label="(384, 384)", style=solid]; -"1822 quantize_per_channel_default_84" -> "1823 dequantize_per_channel_default_84" [label="(384, 384)", style=solid]; -"1823 dequantize_per_channel_default_84" -> "1824 linear_83" [label="(384, 384)", style=solid]; -"1824 linear_83" -> "1825 dropout_53" [label="(4, 64, 384)", style=solid]; -"1825 dropout_53" -> "1826 view_76" [label="(4, 64, 384)", style=solid]; -"1826 view_76" -> "1827 permute_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1827 permute_63" -> "1828 reshape_62" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1828 reshape_62" -> "1829 roll_13" [label="(1, 16, 16, 384)", style=solid]; -"1829 roll_13" -> "1830 slice_213" [label="(1, 16, 16, 384)", style=solid]; -"1830 slice_213" -> "1831 slice_214" [label="(1, 16, 16, 384)", style=solid]; -"1831 slice_214" -> "1832 slice_215" [label="(1, 14, 16, 384)", style=solid]; -"1832 slice_215" -> "1833 slice_216" [label="(1, 14, 14, 384)", style=solid]; -"1833 slice_216" -> "1834 contiguous_25" [label="(1, 14, 14, 384)", style=solid]; -"1834 contiguous_25" -> "1837 layer_norm_29" [label="(1, 14, 14, 384)", style=solid]; -"1835 _param_constant226" -> "1837 layer_norm_29" [label="(384,)", style=solid]; -"1836 _param_constant227" -> "1837 layer_norm_29" [label="(384,)", style=solid]; -"1837 layer_norm_29" -> "1838 add_47" [label="(1, 14, 14, 384)", style=solid]; -"1838 add_47" -> "1840 add_47_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1838 add_47" -> "1865 add_48" [label="(1, 14, 14, 384)", style=solid]; -"1839 _param_constant229" -> "1848 linear_84" [label="(1536,)", style=solid]; -"1840 add_47_0_0_nncf_smooth_quant_0" -> "1841 quantize_per_tensor_default_85" [label="(1, 14, 14, 384)", style=solid]; -"1841 quantize_per_tensor_default_85" -> "1842 dequantize_per_tensor_default_85" [label="(1, 14, 14, 384)", style=solid]; -"1842 dequantize_per_tensor_default_85" -> "1848 linear_84" [label="(1, 14, 14, 384)", style=solid]; -"1843 linear_84_scale_0" -> "1846 quantize_per_channel_default_85" [label="(1536,)", style=solid]; -"1843 linear_84_scale_0" -> "1847 dequantize_per_channel_default_85" [label="(1536,)", style=solid]; -"1844 linear_84_zero_point_0" -> "1846 quantize_per_channel_default_85" [label="(1536,)", style=solid]; -"1844 linear_84_zero_point_0" -> "1847 dequantize_per_channel_default_85" [label="(1536,)", style=solid]; -"1845 compressed_weight_updated_constant85" -> "1846 quantize_per_channel_default_85" [label="(1536, 384)", style=solid]; -"1846 quantize_per_channel_default_85" -> "1847 dequantize_per_channel_default_85" [label="(1536, 384)", style=solid]; -"1847 dequantize_per_channel_default_85" -> "1848 linear_84" [label="(1536, 384)", style=solid]; -"1848 linear_84" -> "1849 gelu_13" [label="(1, 14, 14, 1536)", style=solid]; -"1849 gelu_13" -> "1850 dropout_54" [label="(1, 14, 14, 1536)", style=solid]; -"1850 dropout_54" -> "1852 dropout_54_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1851 _param_constant231" -> "1860 linear_85" [label="(384,)", style=solid]; -"1852 dropout_54_0_0_nncf_smooth_quant_0" -> "1853 quantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; -"1853 quantize_per_tensor_default_86" -> "1854 dequantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; -"1854 dequantize_per_tensor_default_86" -> "1860 linear_85" [label="(1, 14, 14, 1536)", style=solid]; -"1855 linear_85_scale_0" -> "1858 quantize_per_channel_default_86" [label="(384,)", style=solid]; -"1855 linear_85_scale_0" -> "1859 dequantize_per_channel_default_86" [label="(384,)", style=solid]; -"1856 linear_85_zero_point_0" -> "1858 quantize_per_channel_default_86" [label="(384,)", style=solid]; -"1856 linear_85_zero_point_0" -> "1859 dequantize_per_channel_default_86" [label="(384,)", style=solid]; -"1857 compressed_weight_updated_constant86" -> "1858 quantize_per_channel_default_86" [label="(384, 1536)", style=solid]; -"1858 quantize_per_channel_default_86" -> "1859 dequantize_per_channel_default_86" [label="(384, 1536)", style=solid]; -"1859 dequantize_per_channel_default_86" -> "1860 linear_85" [label="(384, 1536)", style=solid]; -"1860 linear_85" -> "1861 dropout_55" [label="(1, 14, 14, 384)", style=solid]; -"1861 dropout_55" -> "1864 layer_norm_30" [label="(1, 14, 14, 384)", style=solid]; -"1862 _param_constant232" -> "1864 layer_norm_30" [label="(384,)", style=solid]; -"1863 _param_constant233" -> "1864 layer_norm_30" [label="(384,)", style=solid]; -"1864 layer_norm_30" -> "1865 add_48" [label="(1, 14, 14, 384)", style=solid]; -"1865 add_48" -> "1892 pad_16" [label="(1, 14, 14, 384)", style=solid]; -"1865 add_48" -> "1958 add_50" [label="(1, 14, 14, 384)", style=solid]; -"1866 _tensor_constant91" -> "1868 _tensor_constant91_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1867 _param_constant235" -> "1874 linear_86" [label="(512,)", style=solid]; -"1868 _tensor_constant91_0_0_nncf_smooth_quant_0" -> "1874 linear_86" [label="(1, 15, 15, 2)", style=solid]; -"1869 linear_86_scale_0" -> "1872 quantize_per_channel_default_87" [label="(512,)", style=solid]; -"1869 linear_86_scale_0" -> "1873 dequantize_per_channel_default_87" [label="(512,)", style=solid]; -"1870 linear_86_zero_point_0" -> "1872 quantize_per_channel_default_87" [label="(512,)", style=solid]; -"1870 linear_86_zero_point_0" -> "1873 dequantize_per_channel_default_87" [label="(512,)", style=solid]; -"1871 compressed_weight_updated_constant87" -> "1872 quantize_per_channel_default_87" [label="(512, 2)", style=solid]; -"1872 quantize_per_channel_default_87" -> "1873 dequantize_per_channel_default_87" [label="(512, 2)", style=solid]; -"1873 dequantize_per_channel_default_87" -> "1874 linear_86" [label="(512, 2)", style=solid]; -"1874 linear_86" -> "1875 relu__14" [label="(1, 15, 15, 512)", style=solid]; -"1875 relu__14" -> "1876 relu__14_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1876 relu__14_0_0_nncf_smooth_quant_0" -> "1882 linear_87" [label="(1, 15, 15, 512)", style=solid]; -"1877 linear_87_scale_0" -> "1880 quantize_per_channel_default_88" [label="(12,)", style=solid]; -"1877 linear_87_scale_0" -> "1881 dequantize_per_channel_default_88" [label="(12,)", style=solid]; -"1878 linear_87_zero_point_0" -> "1880 quantize_per_channel_default_88" [label="(12,)", style=solid]; -"1878 linear_87_zero_point_0" -> "1881 dequantize_per_channel_default_88" [label="(12,)", style=solid]; -"1879 compressed_weight_updated_constant88" -> "1880 quantize_per_channel_default_88" [label="(12, 512)", style=solid]; -"1880 quantize_per_channel_default_88" -> "1881 dequantize_per_channel_default_88" [label="(12, 512)", style=solid]; -"1881 dequantize_per_channel_default_88" -> "1882 linear_87" [label="(12, 512)", style=solid]; -"1882 linear_87" -> "1883 view_77" [label="(1, 15, 15, 12)", style=solid]; -"1883 view_77" -> "1885 index_14" [label="(225, 12)", style=solid]; -"1884 _tensor_constant92" -> "1885 index_14" [label="(4096,)", style=solid]; -"1885 index_14" -> "1886 view_78" [label="(4096, 12)", style=solid]; -"1886 view_78" -> "1887 permute_64" [label="(64, 64, 12)", style=solid]; -"1887 permute_64" -> "1888 contiguous_26" [label="(12, 64, 64)", style=solid]; -"1888 contiguous_26" -> "1889 unsqueeze_42" [label="(12, 64, 64)", style=solid]; -"1889 unsqueeze_42" -> "1890 sigmoid_14" [label="(1, 12, 64, 64)", style=solid]; -"1890 sigmoid_14" -> "1891 mul_28" [label="(1, 12, 64, 64)", style=solid]; -"1891 mul_28" -> "1930 add_49" [label="(1, 12, 64, 64)", style=solid]; -"1892 pad_16" -> "1893 view_79" [label="(1, 16, 16, 384)", style=solid]; -"1893 view_79" -> "1894 permute_65" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1894 permute_65" -> "1895 reshape_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1895 reshape_63" -> "1898 reshape_63_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1896 _param_constant237" -> "1897 clone_14" [label="(1152,)", style=solid]; -"1897 clone_14" -> "1906 linear_88" [label="(1152,)", style=solid]; -"1898 reshape_63_0_0_nncf_smooth_quant_0" -> "1899 quantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; -"1899 quantize_per_tensor_default_87" -> "1900 dequantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; -"1900 dequantize_per_tensor_default_87" -> "1906 linear_88" [label="(4, 64, 384)", style=solid]; -"1901 linear_88_scale_0" -> "1904 quantize_per_channel_default_89" [label="(1152,)", style=solid]; -"1901 linear_88_scale_0" -> "1905 dequantize_per_channel_default_89" [label="(1152,)", style=solid]; -"1902 linear_88_zero_point_0" -> "1904 quantize_per_channel_default_89" [label="(1152,)", style=solid]; -"1902 linear_88_zero_point_0" -> "1905 dequantize_per_channel_default_89" [label="(1152,)", style=solid]; -"1903 compressed_weight_updated_constant89" -> "1904 quantize_per_channel_default_89" [label="(1152, 384)", style=solid]; -"1904 quantize_per_channel_default_89" -> "1905 dequantize_per_channel_default_89" [label="(1152, 384)", style=solid]; -"1905 dequantize_per_channel_default_89" -> "1906 linear_88" [label="(1152, 384)", style=solid]; -"1906 linear_88" -> "1907 reshape_64" [label="(4, 64, 1152)", style=solid]; -"1907 reshape_64" -> "1908 permute_66" [label="(4, 64, 3, 12, 32)", style=solid]; -"1908 permute_66" -> "1909 select_42" [label="(3, 4, 12, 64, 32)", style=solid]; -"1908 permute_66" -> "1910 select_43" [label="(3, 4, 12, 64, 32)", style=solid]; -"1908 permute_66" -> "1911 select_44" [label="(3, 4, 12, 64, 32)", style=solid]; -"1909 select_42" -> "1912 linalg_vector_norm_28" [label="(4, 12, 64, 32)", style=solid]; -"1909 select_42" -> "1914 expand_as_28" [label="(4, 12, 64, 32)", style=solid]; -"1909 select_42" -> "1915 div_28" [label="(4, 12, 64, 32)", style=solid]; -"1910 select_43" -> "1918 linalg_vector_norm_29" [label="(4, 12, 64, 32)", style=solid]; -"1910 select_43" -> "1920 expand_as_29" [label="(4, 12, 64, 32)", style=solid]; -"1910 select_43" -> "1921 div_29" [label="(4, 12, 64, 32)", style=solid]; -"1911 select_44" -> "1933 matmul_29" [label="(4, 12, 64, 32)", style=solid]; -"1912 linalg_vector_norm_28" -> "1913 clamp_min_28" [label="(4, 12, 64, 1)", style=solid]; -"1913 clamp_min_28" -> "1914 expand_as_28" [label="(4, 12, 64, 1)", style=solid]; -"1914 expand_as_28" -> "1915 div_28" [label="(4, 12, 64, 32)", style=solid]; -"1915 div_28" -> "1916 quantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; -"1916 quantize_per_tensor_default_88" -> "1917 dequantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; -"1917 dequantize_per_tensor_default_88" -> "1925 matmul_28" [label="(4, 12, 64, 32)", style=solid]; -"1918 linalg_vector_norm_29" -> "1919 clamp_min_29" [label="(4, 12, 64, 1)", style=solid]; -"1919 clamp_min_29" -> "1920 expand_as_29" [label="(4, 12, 64, 1)", style=solid]; -"1920 expand_as_29" -> "1921 div_29" [label="(4, 12, 64, 32)", style=solid]; -"1921 div_29" -> "1922 quantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; -"1922 quantize_per_tensor_default_89" -> "1923 dequantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; -"1923 dequantize_per_tensor_default_89" -> "1924 transpose_28" [label="(4, 12, 64, 32)", style=solid]; -"1924 transpose_28" -> "1925 matmul_28" [label="(4, 12, 32, 64)", style=solid]; -"1925 matmul_28" -> "1929 mul_29" [label="(4, 12, 64, 64)", style=solid]; -"1926 _param_constant239" -> "1927 clamp_14" [label="(12, 1, 1)", style=solid]; -"1927 clamp_14" -> "1928 exp_14" [label="(12, 1, 1)", style=solid]; -"1928 exp_14" -> "1929 mul_29" [label="(12, 1, 1)", style=solid]; -"1929 mul_29" -> "1930 add_49" [label="(4, 12, 64, 64)", style=solid]; -"1930 add_49" -> "1931 softmax_14" [label="(4, 12, 64, 64)", style=solid]; -"1931 softmax_14" -> "1932 dropout_56" [label="(4, 12, 64, 64)", style=solid]; -"1932 dropout_56" -> "1933 matmul_29" [label="(4, 12, 64, 64)", style=solid]; -"1933 matmul_29" -> "1934 transpose_29" [label="(4, 12, 64, 32)", style=solid]; -"1934 transpose_29" -> "1935 reshape_65" [label="(4, 64, 12, 32)", style=solid]; -"1935 reshape_65" -> "1937 reshape_65_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"1936 _param_constant241" -> "1945 linear_89" [label="(384,)", style=solid]; -"1937 reshape_65_0_0_nncf_smooth_quant_0" -> "1938 quantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; -"1938 quantize_per_tensor_default_90" -> "1939 dequantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; -"1939 dequantize_per_tensor_default_90" -> "1945 linear_89" [label="(4, 64, 384)", style=solid]; -"1940 linear_89_scale_0" -> "1943 quantize_per_channel_default_90" [label="(384,)", style=solid]; -"1940 linear_89_scale_0" -> "1944 dequantize_per_channel_default_90" [label="(384,)", style=solid]; -"1941 linear_89_zero_point_0" -> "1943 quantize_per_channel_default_90" [label="(384,)", style=solid]; -"1941 linear_89_zero_point_0" -> "1944 dequantize_per_channel_default_90" [label="(384,)", style=solid]; -"1942 compressed_weight_updated_constant90" -> "1943 quantize_per_channel_default_90" [label="(384, 384)", style=solid]; -"1943 quantize_per_channel_default_90" -> "1944 dequantize_per_channel_default_90" [label="(384, 384)", style=solid]; -"1944 dequantize_per_channel_default_90" -> "1945 linear_89" [label="(384, 384)", style=solid]; -"1945 linear_89" -> "1946 dropout_57" [label="(4, 64, 384)", style=solid]; -"1946 dropout_57" -> "1947 view_80" [label="(4, 64, 384)", style=solid]; -"1947 view_80" -> "1948 permute_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"1948 permute_67" -> "1949 reshape_66" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"1949 reshape_66" -> "1950 slice_218" [label="(1, 16, 16, 384)", style=solid]; -"1950 slice_218" -> "1951 slice_219" [label="(1, 16, 16, 384)", style=solid]; -"1951 slice_219" -> "1952 slice_220" [label="(1, 14, 16, 384)", style=solid]; -"1952 slice_220" -> "1953 slice_221" [label="(1, 14, 14, 384)", style=solid]; -"1953 slice_221" -> "1954 contiguous_27" [label="(1, 14, 14, 384)", style=solid]; -"1954 contiguous_27" -> "1957 layer_norm_31" [label="(1, 14, 14, 384)", style=solid]; -"1955 _param_constant242" -> "1957 layer_norm_31" [label="(384,)", style=solid]; -"1956 _param_constant243" -> "1957 layer_norm_31" [label="(384,)", style=solid]; -"1957 layer_norm_31" -> "1958 add_50" [label="(1, 14, 14, 384)", style=solid]; -"1958 add_50" -> "1960 add_50_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"1958 add_50" -> "1985 add_51" [label="(1, 14, 14, 384)", style=solid]; -"1959 _param_constant245" -> "1968 linear_90" [label="(1536,)", style=solid]; -"1960 add_50_0_0_nncf_smooth_quant_0" -> "1961 quantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; -"1961 quantize_per_tensor_default_91" -> "1962 dequantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; -"1962 dequantize_per_tensor_default_91" -> "1968 linear_90" [label="(1, 14, 14, 384)", style=solid]; -"1963 linear_90_scale_0" -> "1966 quantize_per_channel_default_91" [label="(1536,)", style=solid]; -"1963 linear_90_scale_0" -> "1967 dequantize_per_channel_default_91" [label="(1536,)", style=solid]; -"1964 linear_90_zero_point_0" -> "1966 quantize_per_channel_default_91" [label="(1536,)", style=solid]; -"1964 linear_90_zero_point_0" -> "1967 dequantize_per_channel_default_91" [label="(1536,)", style=solid]; -"1965 compressed_weight_updated_constant91" -> "1966 quantize_per_channel_default_91" [label="(1536, 384)", style=solid]; -"1966 quantize_per_channel_default_91" -> "1967 dequantize_per_channel_default_91" [label="(1536, 384)", style=solid]; -"1967 dequantize_per_channel_default_91" -> "1968 linear_90" [label="(1536, 384)", style=solid]; -"1968 linear_90" -> "1969 gelu_14" [label="(1, 14, 14, 1536)", style=solid]; -"1969 gelu_14" -> "1970 dropout_58" [label="(1, 14, 14, 1536)", style=solid]; -"1970 dropout_58" -> "1972 dropout_58_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"1971 _param_constant247" -> "1980 linear_91" [label="(384,)", style=solid]; -"1972 dropout_58_0_0_nncf_smooth_quant_0" -> "1973 quantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; -"1973 quantize_per_tensor_default_92" -> "1974 dequantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; -"1974 dequantize_per_tensor_default_92" -> "1980 linear_91" [label="(1, 14, 14, 1536)", style=solid]; -"1975 linear_91_scale_0" -> "1978 quantize_per_channel_default_92" [label="(384,)", style=solid]; -"1975 linear_91_scale_0" -> "1979 dequantize_per_channel_default_92" [label="(384,)", style=solid]; -"1976 linear_91_zero_point_0" -> "1978 quantize_per_channel_default_92" [label="(384,)", style=solid]; -"1976 linear_91_zero_point_0" -> "1979 dequantize_per_channel_default_92" [label="(384,)", style=solid]; -"1977 compressed_weight_updated_constant92" -> "1978 quantize_per_channel_default_92" [label="(384, 1536)", style=solid]; -"1978 quantize_per_channel_default_92" -> "1979 dequantize_per_channel_default_92" [label="(384, 1536)", style=solid]; -"1979 dequantize_per_channel_default_92" -> "1980 linear_91" [label="(384, 1536)", style=solid]; -"1980 linear_91" -> "1981 dropout_59" [label="(1, 14, 14, 384)", style=solid]; -"1981 dropout_59" -> "1984 layer_norm_32" [label="(1, 14, 14, 384)", style=solid]; -"1982 _param_constant248" -> "1984 layer_norm_32" [label="(384,)", style=solid]; -"1983 _param_constant249" -> "1984 layer_norm_32" [label="(384,)", style=solid]; -"1984 layer_norm_32" -> "1985 add_51" [label="(1, 14, 14, 384)", style=solid]; -"1985 add_51" -> "2012 pad_17" [label="(1, 14, 14, 384)", style=solid]; -"1985 add_51" -> "2096 add_54" [label="(1, 14, 14, 384)", style=solid]; -"1986 _tensor_constant93" -> "1988 _tensor_constant93_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"1987 _param_constant251" -> "1994 linear_92" [label="(512,)", style=solid]; -"1988 _tensor_constant93_0_0_nncf_smooth_quant_0" -> "1994 linear_92" [label="(1, 15, 15, 2)", style=solid]; -"1989 linear_92_scale_0" -> "1992 quantize_per_channel_default_93" [label="(512,)", style=solid]; -"1989 linear_92_scale_0" -> "1993 dequantize_per_channel_default_93" [label="(512,)", style=solid]; -"1990 linear_92_zero_point_0" -> "1992 quantize_per_channel_default_93" [label="(512,)", style=solid]; -"1990 linear_92_zero_point_0" -> "1993 dequantize_per_channel_default_93" [label="(512,)", style=solid]; -"1991 compressed_weight_updated_constant93" -> "1992 quantize_per_channel_default_93" [label="(512, 2)", style=solid]; -"1992 quantize_per_channel_default_93" -> "1993 dequantize_per_channel_default_93" [label="(512, 2)", style=solid]; -"1993 dequantize_per_channel_default_93" -> "1994 linear_92" [label="(512, 2)", style=solid]; -"1994 linear_92" -> "1995 relu__15" [label="(1, 15, 15, 512)", style=solid]; -"1995 relu__15" -> "1996 relu__15_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"1996 relu__15_0_0_nncf_smooth_quant_0" -> "2002 linear_93" [label="(1, 15, 15, 512)", style=solid]; -"1997 linear_93_scale_0" -> "2000 quantize_per_channel_default_94" [label="(12,)", style=solid]; -"1997 linear_93_scale_0" -> "2001 dequantize_per_channel_default_94" [label="(12,)", style=solid]; -"1998 linear_93_zero_point_0" -> "2000 quantize_per_channel_default_94" [label="(12,)", style=solid]; -"1998 linear_93_zero_point_0" -> "2001 dequantize_per_channel_default_94" [label="(12,)", style=solid]; -"1999 compressed_weight_updated_constant94" -> "2000 quantize_per_channel_default_94" [label="(12, 512)", style=solid]; -"2000 quantize_per_channel_default_94" -> "2001 dequantize_per_channel_default_94" [label="(12, 512)", style=solid]; -"2001 dequantize_per_channel_default_94" -> "2002 linear_93" [label="(12, 512)", style=solid]; -"2002 linear_93" -> "2003 view_81" [label="(1, 15, 15, 12)", style=solid]; -"2003 view_81" -> "2005 index_15" [label="(225, 12)", style=solid]; -"2004 _tensor_constant94" -> "2005 index_15" [label="(4096,)", style=solid]; -"2005 index_15" -> "2006 view_82" [label="(4096, 12)", style=solid]; -"2006 view_82" -> "2007 permute_68" [label="(64, 64, 12)", style=solid]; -"2007 permute_68" -> "2008 contiguous_28" [label="(12, 64, 64)", style=solid]; -"2008 contiguous_28" -> "2009 unsqueeze_43" [label="(12, 64, 64)", style=solid]; -"2009 unsqueeze_43" -> "2010 sigmoid_15" [label="(1, 12, 64, 64)", style=solid]; -"2010 sigmoid_15" -> "2011 mul_30" [label="(1, 12, 64, 64)", style=solid]; -"2011 mul_30" -> "2051 add_52" [label="(1, 12, 64, 64)", style=solid]; -"2012 pad_17" -> "2013 roll_14" [label="(1, 16, 16, 384)", style=solid]; -"2013 roll_14" -> "2014 view_83" [label="(1, 16, 16, 384)", style=solid]; -"2014 view_83" -> "2015 permute_69" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2015 permute_69" -> "2016 reshape_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2016 reshape_67" -> "2019 reshape_67_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2016 reshape_67" -> "2052 new_zeros_7" [label="(4, 64, 384)", style=solid]; -"2017 _param_constant253" -> "2018 clone_15" [label="(1152,)", style=solid]; -"2018 clone_15" -> "2027 linear_94" [label="(1152,)", style=solid]; -"2019 reshape_67_0_0_nncf_smooth_quant_0" -> "2020 quantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; -"2020 quantize_per_tensor_default_93" -> "2021 dequantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; -"2021 dequantize_per_tensor_default_93" -> "2027 linear_94" [label="(4, 64, 384)", style=solid]; -"2022 linear_94_scale_0" -> "2025 quantize_per_channel_default_95" [label="(1152,)", style=solid]; -"2022 linear_94_scale_0" -> "2026 dequantize_per_channel_default_95" [label="(1152,)", style=solid]; -"2023 linear_94_zero_point_0" -> "2025 quantize_per_channel_default_95" [label="(1152,)", style=solid]; -"2023 linear_94_zero_point_0" -> "2026 dequantize_per_channel_default_95" [label="(1152,)", style=solid]; -"2024 compressed_weight_updated_constant95" -> "2025 quantize_per_channel_default_95" [label="(1152, 384)", style=solid]; -"2025 quantize_per_channel_default_95" -> "2026 dequantize_per_channel_default_95" [label="(1152, 384)", style=solid]; -"2026 dequantize_per_channel_default_95" -> "2027 linear_94" [label="(1152, 384)", style=solid]; -"2027 linear_94" -> "2028 reshape_68" [label="(4, 64, 1152)", style=solid]; -"2028 reshape_68" -> "2029 permute_70" [label="(4, 64, 3, 12, 32)", style=solid]; -"2029 permute_70" -> "2030 select_45" [label="(3, 4, 12, 64, 32)", style=solid]; -"2029 permute_70" -> "2031 select_46" [label="(3, 4, 12, 64, 32)", style=solid]; -"2029 permute_70" -> "2032 select_47" [label="(3, 4, 12, 64, 32)", style=solid]; -"2030 select_45" -> "2033 linalg_vector_norm_30" [label="(4, 12, 64, 32)", style=solid]; -"2030 select_45" -> "2035 expand_as_30" [label="(4, 12, 64, 32)", style=solid]; -"2030 select_45" -> "2036 div_30" [label="(4, 12, 64, 32)", style=solid]; -"2031 select_46" -> "2039 linalg_vector_norm_31" [label="(4, 12, 64, 32)", style=solid]; -"2031 select_46" -> "2041 expand_as_31" [label="(4, 12, 64, 32)", style=solid]; -"2031 select_46" -> "2042 div_31" [label="(4, 12, 64, 32)", style=solid]; -"2032 select_47" -> "2070 matmul_31" [label="(4, 12, 64, 32)", style=solid]; -"2033 linalg_vector_norm_30" -> "2034 clamp_min_30" [label="(4, 12, 64, 1)", style=solid]; -"2034 clamp_min_30" -> "2035 expand_as_30" [label="(4, 12, 64, 1)", style=solid]; -"2035 expand_as_30" -> "2036 div_30" [label="(4, 12, 64, 32)", style=solid]; -"2036 div_30" -> "2037 quantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; -"2037 quantize_per_tensor_default_94" -> "2038 dequantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; -"2038 dequantize_per_tensor_default_94" -> "2046 matmul_30" [label="(4, 12, 64, 32)", style=solid]; -"2039 linalg_vector_norm_31" -> "2040 clamp_min_31" [label="(4, 12, 64, 1)", style=solid]; -"2040 clamp_min_31" -> "2041 expand_as_31" [label="(4, 12, 64, 1)", style=solid]; -"2041 expand_as_31" -> "2042 div_31" [label="(4, 12, 64, 32)", style=solid]; -"2042 div_31" -> "2043 quantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; -"2043 quantize_per_tensor_default_95" -> "2044 dequantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; -"2044 dequantize_per_tensor_default_95" -> "2045 transpose_30" [label="(4, 12, 64, 32)", style=solid]; -"2045 transpose_30" -> "2046 matmul_30" [label="(4, 12, 32, 64)", style=solid]; -"2046 matmul_30" -> "2050 mul_31" [label="(4, 12, 64, 64)", style=solid]; -"2047 _param_constant255" -> "2048 clamp_15" [label="(12, 1, 1)", style=solid]; -"2048 clamp_15" -> "2049 exp_15" [label="(12, 1, 1)", style=solid]; -"2049 exp_15" -> "2050 mul_31" [label="(12, 1, 1)", style=solid]; -"2050 mul_31" -> "2051 add_52" [label="(4, 12, 64, 64)", style=solid]; -"2051 add_52" -> "2063 view_85" [label="(4, 12, 64, 64)", style=solid]; -"2052 new_zeros_7" -> "2053 view_84" [label="(16, 16)", style=solid]; -"2053 view_84" -> "2054 permute_71" [label="(2, 8, 2, 8)", style=solid]; -"2054 permute_71" -> "2055 reshape_69" [label="(2, 2, 8, 8)", style=solid]; -"2055 reshape_69" -> "2056 unsqueeze_44" [label="(4, 64)", style=solid]; -"2055 reshape_69" -> "2057 unsqueeze_45" [label="(4, 64)", style=solid]; -"2056 unsqueeze_44" -> "2058 sub_7" [label="(4, 1, 64)", style=solid]; -"2057 unsqueeze_45" -> "2058 sub_7" [label="(4, 64, 1)", style=solid]; -"2058 sub_7" -> "2059 ne_7" [label="(4, 64, 64)", style=solid]; -"2058 sub_7" -> "2060 masked_fill_14" [label="(4, 64, 64)", style=solid]; -"2058 sub_7" -> "2061 eq_7" [label="(4, 64, 64)", style=solid]; -"2059 ne_7" -> "2060 masked_fill_14" [label="(4, 64, 64)", style=solid]; -"2060 masked_fill_14" -> "2062 masked_fill_15" [label="(4, 64, 64)", style=solid]; -"2061 eq_7" -> "2062 masked_fill_15" [label="(4, 64, 64)", style=solid]; -"2062 masked_fill_15" -> "2064 unsqueeze_46" [label="(4, 64, 64)", style=solid]; -"2063 view_85" -> "2066 add_53" [label="(1, 4, 12, 64, 64)", style=solid]; -"2064 unsqueeze_46" -> "2065 unsqueeze_47" [label="(4, 1, 64, 64)", style=solid]; -"2065 unsqueeze_47" -> "2066 add_53" [label="(1, 4, 1, 64, 64)", style=solid]; -"2066 add_53" -> "2067 view_86" [label="(1, 4, 12, 64, 64)", style=solid]; -"2067 view_86" -> "2068 softmax_15" [label="(4, 12, 64, 64)", style=solid]; -"2068 softmax_15" -> "2069 dropout_60" [label="(4, 12, 64, 64)", style=solid]; -"2069 dropout_60" -> "2070 matmul_31" [label="(4, 12, 64, 64)", style=solid]; -"2070 matmul_31" -> "2071 transpose_31" [label="(4, 12, 64, 32)", style=solid]; -"2071 transpose_31" -> "2072 reshape_70" [label="(4, 64, 12, 32)", style=solid]; -"2072 reshape_70" -> "2074 reshape_70_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2073 _param_constant257" -> "2082 linear_95" [label="(384,)", style=solid]; -"2074 reshape_70_0_0_nncf_smooth_quant_0" -> "2075 quantize_per_tensor_default_96" [label="(4, 64, 384)", style=solid]; -"2075 quantize_per_tensor_default_96" -> "2076 dequantize_per_tensor_default_96" [label="(4, 64, 384)", style=solid]; -"2076 dequantize_per_tensor_default_96" -> "2082 linear_95" [label="(4, 64, 384)", style=solid]; -"2077 linear_95_scale_0" -> "2080 quantize_per_channel_default_96" [label="(384,)", style=solid]; -"2077 linear_95_scale_0" -> "2081 dequantize_per_channel_default_96" [label="(384,)", style=solid]; -"2078 linear_95_zero_point_0" -> "2080 quantize_per_channel_default_96" [label="(384,)", style=solid]; -"2078 linear_95_zero_point_0" -> "2081 dequantize_per_channel_default_96" [label="(384,)", style=solid]; -"2079 compressed_weight_updated_constant96" -> "2080 quantize_per_channel_default_96" [label="(384, 384)", style=solid]; -"2080 quantize_per_channel_default_96" -> "2081 dequantize_per_channel_default_96" [label="(384, 384)", style=solid]; -"2081 dequantize_per_channel_default_96" -> "2082 linear_95" [label="(384, 384)", style=solid]; -"2082 linear_95" -> "2083 dropout_61" [label="(4, 64, 384)", style=solid]; -"2083 dropout_61" -> "2084 view_87" [label="(4, 64, 384)", style=solid]; -"2084 view_87" -> "2085 permute_72" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2085 permute_72" -> "2086 reshape_71" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2086 reshape_71" -> "2087 roll_15" [label="(1, 16, 16, 384)", style=solid]; -"2087 roll_15" -> "2088 slice_241" [label="(1, 16, 16, 384)", style=solid]; -"2088 slice_241" -> "2089 slice_242" [label="(1, 16, 16, 384)", style=solid]; -"2089 slice_242" -> "2090 slice_243" [label="(1, 14, 16, 384)", style=solid]; -"2090 slice_243" -> "2091 slice_244" [label="(1, 14, 14, 384)", style=solid]; -"2091 slice_244" -> "2092 contiguous_29" [label="(1, 14, 14, 384)", style=solid]; -"2092 contiguous_29" -> "2095 layer_norm_33" [label="(1, 14, 14, 384)", style=solid]; -"2093 _param_constant258" -> "2095 layer_norm_33" [label="(384,)", style=solid]; -"2094 _param_constant259" -> "2095 layer_norm_33" [label="(384,)", style=solid]; -"2095 layer_norm_33" -> "2096 add_54" [label="(1, 14, 14, 384)", style=solid]; -"2096 add_54" -> "2098 add_54_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"2096 add_54" -> "2123 add_55" [label="(1, 14, 14, 384)", style=solid]; -"2097 _param_constant261" -> "2106 linear_96" [label="(1536,)", style=solid]; -"2098 add_54_0_0_nncf_smooth_quant_0" -> "2099 quantize_per_tensor_default_97" [label="(1, 14, 14, 384)", style=solid]; -"2099 quantize_per_tensor_default_97" -> "2100 dequantize_per_tensor_default_97" [label="(1, 14, 14, 384)", style=solid]; -"2100 dequantize_per_tensor_default_97" -> "2106 linear_96" [label="(1, 14, 14, 384)", style=solid]; -"2101 linear_96_scale_0" -> "2104 quantize_per_channel_default_97" [label="(1536,)", style=solid]; -"2101 linear_96_scale_0" -> "2105 dequantize_per_channel_default_97" [label="(1536,)", style=solid]; -"2102 linear_96_zero_point_0" -> "2104 quantize_per_channel_default_97" [label="(1536,)", style=solid]; -"2102 linear_96_zero_point_0" -> "2105 dequantize_per_channel_default_97" [label="(1536,)", style=solid]; -"2103 compressed_weight_updated_constant97" -> "2104 quantize_per_channel_default_97" [label="(1536, 384)", style=solid]; -"2104 quantize_per_channel_default_97" -> "2105 dequantize_per_channel_default_97" [label="(1536, 384)", style=solid]; -"2105 dequantize_per_channel_default_97" -> "2106 linear_96" [label="(1536, 384)", style=solid]; -"2106 linear_96" -> "2107 gelu_15" [label="(1, 14, 14, 1536)", style=solid]; -"2107 gelu_15" -> "2108 dropout_62" [label="(1, 14, 14, 1536)", style=solid]; -"2108 dropout_62" -> "2110 dropout_62_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"2109 _param_constant263" -> "2118 linear_97" [label="(384,)", style=solid]; -"2110 dropout_62_0_0_nncf_smooth_quant_0" -> "2111 quantize_per_tensor_default_98" [label="(1, 14, 14, 1536)", style=solid]; -"2111 quantize_per_tensor_default_98" -> "2112 dequantize_per_tensor_default_98" [label="(1, 14, 14, 1536)", style=solid]; -"2112 dequantize_per_tensor_default_98" -> "2118 linear_97" [label="(1, 14, 14, 1536)", style=solid]; -"2113 linear_97_scale_0" -> "2116 quantize_per_channel_default_98" [label="(384,)", style=solid]; -"2113 linear_97_scale_0" -> "2117 dequantize_per_channel_default_98" [label="(384,)", style=solid]; -"2114 linear_97_zero_point_0" -> "2116 quantize_per_channel_default_98" [label="(384,)", style=solid]; -"2114 linear_97_zero_point_0" -> "2117 dequantize_per_channel_default_98" [label="(384,)", style=solid]; -"2115 compressed_weight_updated_constant98" -> "2116 quantize_per_channel_default_98" [label="(384, 1536)", style=solid]; -"2116 quantize_per_channel_default_98" -> "2117 dequantize_per_channel_default_98" [label="(384, 1536)", style=solid]; -"2117 dequantize_per_channel_default_98" -> "2118 linear_97" [label="(384, 1536)", style=solid]; -"2118 linear_97" -> "2119 dropout_63" [label="(1, 14, 14, 384)", style=solid]; -"2119 dropout_63" -> "2122 layer_norm_34" [label="(1, 14, 14, 384)", style=solid]; -"2120 _param_constant264" -> "2122 layer_norm_34" 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[label="(4, 12, 64, 32)", style=solid]; -"2289 select_52" -> "2300 div_35" [label="(4, 12, 64, 32)", style=solid]; -"2290 select_53" -> "2328 matmul_35" [label="(4, 12, 64, 32)", style=solid]; -"2291 linalg_vector_norm_34" -> "2292 clamp_min_34" [label="(4, 12, 64, 1)", style=solid]; -"2292 clamp_min_34" -> "2293 expand_as_34" [label="(4, 12, 64, 1)", style=solid]; -"2293 expand_as_34" -> "2294 div_34" [label="(4, 12, 64, 32)", style=solid]; -"2294 div_34" -> "2295 quantize_per_tensor_default_106" [label="(4, 12, 64, 32)", style=solid]; -"2295 quantize_per_tensor_default_106" -> "2296 dequantize_per_tensor_default_106" [label="(4, 12, 64, 32)", style=solid]; -"2296 dequantize_per_tensor_default_106" -> "2304 matmul_34" [label="(4, 12, 64, 32)", style=solid]; -"2297 linalg_vector_norm_35" -> "2298 clamp_min_35" [label="(4, 12, 64, 1)", style=solid]; -"2298 clamp_min_35" -> "2299 expand_as_35" [label="(4, 12, 64, 1)", style=solid]; -"2299 expand_as_35" -> "2300 div_35" [label="(4, 12, 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-> "2323 unsqueeze_53" [label="(4, 1, 64, 64)", style=solid]; -"2323 unsqueeze_53" -> "2324 add_60" [label="(1, 4, 1, 64, 64)", style=solid]; -"2324 add_60" -> "2325 view_97" [label="(1, 4, 12, 64, 64)", style=solid]; -"2325 view_97" -> "2326 softmax_17" [label="(4, 12, 64, 64)", style=solid]; -"2326 softmax_17" -> "2327 dropout_68" [label="(4, 12, 64, 64)", style=solid]; -"2327 dropout_68" -> "2328 matmul_35" [label="(4, 12, 64, 64)", style=solid]; -"2328 matmul_35" -> "2329 transpose_35" [label="(4, 12, 64, 32)", style=solid]; -"2329 transpose_35" -> "2330 reshape_79" [label="(4, 64, 12, 32)", style=solid]; -"2330 reshape_79" -> "2332 reshape_79_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2331 _param_constant289" -> "2340 linear_107" [label="(384,)", style=solid]; -"2332 reshape_79_0_0_nncf_smooth_quant_0" -> "2333 quantize_per_tensor_default_108" [label="(4, 64, 384)", style=solid]; -"2333 quantize_per_tensor_default_108" -> "2334 dequantize_per_tensor_default_108" [label="(4, 64, 384)", style=solid]; -"2334 dequantize_per_tensor_default_108" -> "2340 linear_107" [label="(4, 64, 384)", style=solid]; -"2335 linear_107_scale_0" -> "2338 quantize_per_channel_default_108" [label="(384,)", style=solid]; -"2335 linear_107_scale_0" -> "2339 dequantize_per_channel_default_108" [label="(384,)", style=solid]; -"2336 linear_107_zero_point_0" -> "2338 quantize_per_channel_default_108" [label="(384,)", style=solid]; -"2336 linear_107_zero_point_0" -> "2339 dequantize_per_channel_default_108" [label="(384,)", style=solid]; -"2337 compressed_weight_updated_constant108" -> "2338 quantize_per_channel_default_108" [label="(384, 384)", style=solid]; -"2338 quantize_per_channel_default_108" -> "2339 dequantize_per_channel_default_108" [label="(384, 384)", style=solid]; -"2339 dequantize_per_channel_default_108" -> "2340 linear_107" [label="(384, 384)", style=solid]; -"2340 linear_107" -> "2341 dropout_69" [label="(4, 64, 384)", style=solid]; -"2341 dropout_69" -> "2342 view_98" [label="(4, 64, 384)", style=solid]; -"2342 view_98" -> "2343 permute_81" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2343 permute_81" -> "2344 reshape_80" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2344 reshape_80" -> "2345 roll_17" [label="(1, 16, 16, 384)", style=solid]; -"2345 roll_17" -> "2346 slice_269" [label="(1, 16, 16, 384)", style=solid]; -"2346 slice_269" -> "2347 slice_270" [label="(1, 16, 16, 384)", style=solid]; -"2347 slice_270" -> "2348 slice_271" [label="(1, 14, 16, 384)", style=solid]; -"2348 slice_271" -> "2349 slice_272" [label="(1, 14, 14, 384)", style=solid]; -"2349 slice_272" -> "2350 contiguous_33" [label="(1, 14, 14, 384)", style=solid]; -"2350 contiguous_33" -> "2353 layer_norm_37" [label="(1, 14, 14, 384)", style=solid]; -"2351 _param_constant290" -> "2353 layer_norm_37" [label="(384,)", style=solid]; -"2352 _param_constant291" -> "2353 layer_norm_37" [label="(384,)", style=solid]; -"2353 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linear_108_zero_point_0" -> "2363 dequantize_per_channel_default_109" [label="(1536,)", style=solid]; -"2361 compressed_weight_updated_constant109" -> "2362 quantize_per_channel_default_109" [label="(1536, 384)", style=solid]; -"2362 quantize_per_channel_default_109" -> "2363 dequantize_per_channel_default_109" [label="(1536, 384)", style=solid]; -"2363 dequantize_per_channel_default_109" -> "2364 linear_108" [label="(1536, 384)", style=solid]; -"2364 linear_108" -> "2365 gelu_17" [label="(1, 14, 14, 1536)", style=solid]; -"2365 gelu_17" -> "2366 dropout_70" [label="(1, 14, 14, 1536)", style=solid]; -"2366 dropout_70" -> "2368 dropout_70_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"2367 _param_constant295" -> "2376 linear_109" [label="(384,)", style=solid]; -"2368 dropout_70_0_0_nncf_smooth_quant_0" -> "2369 quantize_per_tensor_default_110" [label="(1, 14, 14, 1536)", style=solid]; -"2369 quantize_per_tensor_default_110" -> "2370 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style=solid]; -"2415 quantize_per_tensor_default_111" -> "2416 dequantize_per_tensor_default_111" [label="(4, 64, 384)", style=solid]; -"2416 dequantize_per_tensor_default_111" -> "2422 linear_112" [label="(4, 64, 384)", style=solid]; -"2417 linear_112_scale_0" -> "2420 quantize_per_channel_default_113" [label="(1152,)", style=solid]; -"2417 linear_112_scale_0" -> "2421 dequantize_per_channel_default_113" [label="(1152,)", style=solid]; -"2418 linear_112_zero_point_0" -> "2420 quantize_per_channel_default_113" [label="(1152,)", style=solid]; -"2418 linear_112_zero_point_0" -> "2421 dequantize_per_channel_default_113" [label="(1152,)", style=solid]; -"2419 compressed_weight_updated_constant113" -> "2420 quantize_per_channel_default_113" [label="(1152, 384)", style=solid]; -"2420 quantize_per_channel_default_113" -> "2421 dequantize_per_channel_default_113" [label="(1152, 384)", style=solid]; -"2421 dequantize_per_channel_default_113" -> "2422 linear_112" [label="(1152, 384)", 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style=solid]; -"2617 linear_120_scale_0" -> "2621 dequantize_per_channel_default_121" [label="(1536,)", style=solid]; -"2618 linear_120_zero_point_0" -> "2620 quantize_per_channel_default_121" [label="(1536,)", style=solid]; -"2618 linear_120_zero_point_0" -> "2621 dequantize_per_channel_default_121" [label="(1536,)", style=solid]; -"2619 compressed_weight_updated_constant121" -> "2620 quantize_per_channel_default_121" [label="(1536, 384)", style=solid]; -"2620 quantize_per_channel_default_121" -> "2621 dequantize_per_channel_default_121" [label="(1536, 384)", style=solid]; -"2621 dequantize_per_channel_default_121" -> "2622 linear_120" [label="(1536, 384)", style=solid]; -"2622 linear_120" -> "2623 gelu_19" [label="(1, 14, 14, 1536)", style=solid]; -"2623 gelu_19" -> "2624 dropout_78" [label="(1, 14, 14, 1536)", style=solid]; -"2624 dropout_78" -> "2626 dropout_78_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"2625 _param_constant327" -> "2634 linear_121" [label="(384,)", style=solid]; -"2626 dropout_78_0_0_nncf_smooth_quant_0" -> "2627 quantize_per_tensor_default_122" [label="(1, 14, 14, 1536)", style=solid]; -"2627 quantize_per_tensor_default_122" -> "2628 dequantize_per_tensor_default_122" [label="(1, 14, 14, 1536)", style=solid]; -"2628 dequantize_per_tensor_default_122" -> "2634 linear_121" [label="(1, 14, 14, 1536)", style=solid]; -"2629 linear_121_scale_0" -> "2632 quantize_per_channel_default_122" [label="(384,)", style=solid]; -"2629 linear_121_scale_0" -> "2633 dequantize_per_channel_default_122" [label="(384,)", style=solid]; -"2630 linear_121_zero_point_0" -> "2632 quantize_per_channel_default_122" [label="(384,)", style=solid]; -"2630 linear_121_zero_point_0" -> "2633 dequantize_per_channel_default_122" [label="(384,)", style=solid]; -"2631 compressed_weight_updated_constant122" -> "2632 quantize_per_channel_default_122" [label="(384, 1536)", style=solid]; -"2632 quantize_per_channel_default_122" -> "2633 dequantize_per_channel_default_122" [label="(384, 1536)", style=solid]; -"2633 dequantize_per_channel_default_122" -> "2634 linear_121" [label="(384, 1536)", style=solid]; -"2634 linear_121" -> "2635 dropout_79" [label="(1, 14, 14, 384)", style=solid]; -"2635 dropout_79" -> "2638 layer_norm_42" [label="(1, 14, 14, 384)", style=solid]; -"2636 _param_constant328" -> "2638 layer_norm_42" [label="(384,)", style=solid]; -"2637 _param_constant329" -> "2638 layer_norm_42" [label="(384,)", style=solid]; -"2638 layer_norm_42" -> "2639 add_69" [label="(1, 14, 14, 384)", style=solid]; -"2639 add_69" -> "2666 pad_22" [label="(1, 14, 14, 384)", style=solid]; -"2639 add_69" -> "2732 add_71" [label="(1, 14, 14, 384)", style=solid]; -"2640 _tensor_constant130" -> "2642 _tensor_constant130_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"2641 _param_constant331" -> "2648 linear_122" [label="(512,)", style=solid]; -"2642 _tensor_constant130_0_0_nncf_smooth_quant_0" -> "2648 linear_122" 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relu__20_0_0_nncf_smooth_quant_0" -> "2656 linear_123" [label="(1, 15, 15, 512)", style=solid]; -"2651 linear_123_scale_0" -> "2654 quantize_per_channel_default_124" [label="(12,)", style=solid]; -"2651 linear_123_scale_0" -> "2655 dequantize_per_channel_default_124" [label="(12,)", style=solid]; -"2652 linear_123_zero_point_0" -> "2654 quantize_per_channel_default_124" [label="(12,)", style=solid]; -"2652 linear_123_zero_point_0" -> "2655 dequantize_per_channel_default_124" [label="(12,)", style=solid]; -"2653 compressed_weight_updated_constant124" -> "2654 quantize_per_channel_default_124" [label="(12, 512)", style=solid]; -"2654 quantize_per_channel_default_124" -> "2655 dequantize_per_channel_default_124" [label="(12, 512)", style=solid]; -"2655 dequantize_per_channel_default_124" -> "2656 linear_123" [label="(12, 512)", style=solid]; -"2656 linear_123" -> "2657 view_110" [label="(1, 15, 15, 12)", style=solid]; -"2657 view_110" -> "2659 index_20" [label="(225, 12)", style=solid]; -"2658 _tensor_constant131" -> "2659 index_20" [label="(4096,)", style=solid]; -"2659 index_20" -> "2660 view_111" [label="(4096, 12)", style=solid]; -"2660 view_111" -> "2661 permute_91" [label="(64, 64, 12)", style=solid]; -"2661 permute_91" -> "2662 contiguous_38" [label="(12, 64, 64)", style=solid]; -"2662 contiguous_38" -> "2663 unsqueeze_60" [label="(12, 64, 64)", style=solid]; -"2663 unsqueeze_60" -> "2664 sigmoid_20" [label="(1, 12, 64, 64)", style=solid]; -"2664 sigmoid_20" -> "2665 mul_40" [label="(1, 12, 64, 64)", style=solid]; -"2665 mul_40" -> "2704 add_70" [label="(1, 12, 64, 64)", style=solid]; -"2666 pad_22" -> "2667 view_112" [label="(1, 16, 16, 384)", style=solid]; -"2667 view_112" -> "2668 permute_92" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2668 permute_92" -> "2669 reshape_90" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2669 reshape_90" -> "2672 reshape_90_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2670 _param_constant333" -> "2671 clone_20" [label="(1152,)", style=solid]; -"2671 clone_20" -> "2680 linear_124" [label="(1152,)", style=solid]; -"2672 reshape_90_0_0_nncf_smooth_quant_0" -> "2673 quantize_per_tensor_default_123" [label="(4, 64, 384)", style=solid]; -"2673 quantize_per_tensor_default_123" -> "2674 dequantize_per_tensor_default_123" [label="(4, 64, 384)", style=solid]; -"2674 dequantize_per_tensor_default_123" -> "2680 linear_124" [label="(4, 64, 384)", style=solid]; -"2675 linear_124_scale_0" -> "2678 quantize_per_channel_default_125" [label="(1152,)", style=solid]; -"2675 linear_124_scale_0" -> "2679 dequantize_per_channel_default_125" [label="(1152,)", style=solid]; -"2676 linear_124_zero_point_0" -> "2678 quantize_per_channel_default_125" [label="(1152,)", style=solid]; -"2676 linear_124_zero_point_0" -> "2679 dequantize_per_channel_default_125" [label="(1152,)", style=solid]; -"2677 compressed_weight_updated_constant125" -> "2678 quantize_per_channel_default_125" [label="(1152, 384)", style=solid]; -"2678 quantize_per_channel_default_125" -> "2679 dequantize_per_channel_default_125" [label="(1152, 384)", style=solid]; -"2679 dequantize_per_channel_default_125" -> "2680 linear_124" [label="(1152, 384)", style=solid]; -"2680 linear_124" -> "2681 reshape_91" [label="(4, 64, 1152)", style=solid]; -"2681 reshape_91" -> "2682 permute_93" [label="(4, 64, 3, 12, 32)", style=solid]; -"2682 permute_93" -> "2683 select_60" [label="(3, 4, 12, 64, 32)", style=solid]; -"2682 permute_93" -> "2684 select_61" [label="(3, 4, 12, 64, 32)", style=solid]; -"2682 permute_93" -> "2685 select_62" [label="(3, 4, 12, 64, 32)", style=solid]; -"2683 select_60" -> "2686 linalg_vector_norm_40" [label="(4, 12, 64, 32)", style=solid]; -"2683 select_60" -> "2688 expand_as_40" [label="(4, 12, 64, 32)", style=solid]; -"2683 select_60" -> "2689 div_40" [label="(4, 12, 64, 32)", style=solid]; -"2684 select_61" -> "2692 linalg_vector_norm_41" [label="(4, 12, 64, 32)", style=solid]; -"2684 select_61" -> "2694 expand_as_41" [label="(4, 12, 64, 32)", style=solid]; -"2684 select_61" -> "2695 div_41" [label="(4, 12, 64, 32)", style=solid]; -"2685 select_62" -> "2707 matmul_41" [label="(4, 12, 64, 32)", style=solid]; -"2686 linalg_vector_norm_40" -> "2687 clamp_min_40" [label="(4, 12, 64, 1)", style=solid]; -"2687 clamp_min_40" -> "2688 expand_as_40" [label="(4, 12, 64, 1)", style=solid]; -"2688 expand_as_40" -> "2689 div_40" [label="(4, 12, 64, 32)", style=solid]; -"2689 div_40" -> "2690 quantize_per_tensor_default_124" [label="(4, 12, 64, 32)", style=solid]; -"2690 quantize_per_tensor_default_124" -> "2691 dequantize_per_tensor_default_124" [label="(4, 12, 64, 32)", style=solid]; -"2691 dequantize_per_tensor_default_124" -> "2699 matmul_40" [label="(4, 12, 64, 32)", style=solid]; -"2692 linalg_vector_norm_41" -> "2693 clamp_min_41" [label="(4, 12, 64, 1)", style=solid]; -"2693 clamp_min_41" -> "2694 expand_as_41" [label="(4, 12, 64, 1)", style=solid]; -"2694 expand_as_41" -> "2695 div_41" [label="(4, 12, 64, 32)", style=solid]; -"2695 div_41" -> "2696 quantize_per_tensor_default_125" [label="(4, 12, 64, 32)", style=solid]; -"2696 quantize_per_tensor_default_125" -> "2697 dequantize_per_tensor_default_125" [label="(4, 12, 64, 32)", style=solid]; -"2697 dequantize_per_tensor_default_125" -> "2698 transpose_40" [label="(4, 12, 64, 32)", style=solid]; -"2698 transpose_40" -> "2699 matmul_40" [label="(4, 12, 32, 64)", style=solid]; -"2699 matmul_40" -> "2703 mul_41" [label="(4, 12, 64, 64)", style=solid]; -"2700 _param_constant335" -> "2701 clamp_20" [label="(12, 1, 1)", style=solid]; -"2701 clamp_20" -> "2702 exp_20" [label="(12, 1, 1)", style=solid]; -"2702 exp_20" -> "2703 mul_41" [label="(12, 1, 1)", style=solid]; -"2703 mul_41" -> "2704 add_70" [label="(4, 12, 64, 64)", style=solid]; -"2704 add_70" -> "2705 softmax_20" [label="(4, 12, 64, 64)", style=solid]; -"2705 softmax_20" -> "2706 dropout_80" [label="(4, 12, 64, 64)", style=solid]; -"2706 dropout_80" -> "2707 matmul_41" [label="(4, 12, 64, 64)", style=solid]; -"2707 matmul_41" -> "2708 transpose_41" [label="(4, 12, 64, 32)", style=solid]; -"2708 transpose_41" -> "2709 reshape_92" [label="(4, 64, 12, 32)", style=solid]; -"2709 reshape_92" -> "2711 reshape_92_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2710 _param_constant337" -> "2719 linear_125" [label="(384,)", style=solid]; -"2711 reshape_92_0_0_nncf_smooth_quant_0" -> "2712 quantize_per_tensor_default_126" [label="(4, 64, 384)", style=solid]; -"2712 quantize_per_tensor_default_126" -> "2713 dequantize_per_tensor_default_126" [label="(4, 64, 384)", style=solid]; -"2713 dequantize_per_tensor_default_126" -> "2719 linear_125" [label="(4, 64, 384)", style=solid]; -"2714 linear_125_scale_0" -> "2717 quantize_per_channel_default_126" [label="(384,)", style=solid]; -"2714 linear_125_scale_0" -> "2718 dequantize_per_channel_default_126" [label="(384,)", style=solid]; -"2715 linear_125_zero_point_0" -> "2717 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dequantize_per_channel_default_129" -> "2768 linear_128" [label="(512, 2)", style=solid]; -"2768 linear_128" -> "2769 relu__21" [label="(1, 15, 15, 512)", style=solid]; -"2769 relu__21" -> "2770 relu__21_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"2770 relu__21_0_0_nncf_smooth_quant_0" -> "2776 linear_129" [label="(1, 15, 15, 512)", style=solid]; -"2771 linear_129_scale_0" -> "2774 quantize_per_channel_default_130" [label="(12,)", style=solid]; -"2771 linear_129_scale_0" -> "2775 dequantize_per_channel_default_130" [label="(12,)", style=solid]; -"2772 linear_129_zero_point_0" -> "2774 quantize_per_channel_default_130" [label="(12,)", style=solid]; -"2772 linear_129_zero_point_0" -> "2775 dequantize_per_channel_default_130" [label="(12,)", style=solid]; -"2773 compressed_weight_updated_constant130" -> "2774 quantize_per_channel_default_130" [label="(12, 512)", style=solid]; -"2774 quantize_per_channel_default_130" -> "2775 dequantize_per_channel_default_130" [label="(12, 512)", style=solid]; -"2775 dequantize_per_channel_default_130" -> "2776 linear_129" [label="(12, 512)", style=solid]; -"2776 linear_129" -> "2777 view_114" [label="(1, 15, 15, 12)", style=solid]; -"2777 view_114" -> "2779 index_21" [label="(225, 12)", style=solid]; -"2778 _tensor_constant133" -> "2779 index_21" [label="(4096,)", style=solid]; -"2779 index_21" -> "2780 view_115" [label="(4096, 12)", style=solid]; -"2780 view_115" -> "2781 permute_95" [label="(64, 64, 12)", style=solid]; -"2781 permute_95" -> "2782 contiguous_40" [label="(12, 64, 64)", style=solid]; -"2782 contiguous_40" -> "2783 unsqueeze_61" [label="(12, 64, 64)", style=solid]; -"2783 unsqueeze_61" -> "2784 sigmoid_21" [label="(1, 12, 64, 64)", style=solid]; -"2784 sigmoid_21" -> "2785 mul_42" [label="(1, 12, 64, 64)", style=solid]; -"2785 mul_42" -> "2825 add_73" [label="(1, 12, 64, 64)", style=solid]; -"2786 pad_23" -> "2787 roll_20" [label="(1, 16, 16, 384)", style=solid]; -"2787 roll_20" -> "2788 view_116" [label="(1, 16, 16, 384)", style=solid]; -"2788 view_116" -> "2789 permute_96" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2789 permute_96" -> "2790 reshape_94" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2790 reshape_94" -> "2793 reshape_94_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2790 reshape_94" -> "2826 new_zeros_10" [label="(4, 64, 384)", style=solid]; -"2791 _param_constant349" -> "2792 clone_21" [label="(1152,)", style=solid]; -"2792 clone_21" -> "2801 linear_130" [label="(1152,)", style=solid]; -"2793 reshape_94_0_0_nncf_smooth_quant_0" -> "2794 quantize_per_tensor_default_129" [label="(4, 64, 384)", style=solid]; -"2794 quantize_per_tensor_default_129" -> "2795 dequantize_per_tensor_default_129" [label="(4, 64, 384)", style=solid]; -"2795 dequantize_per_tensor_default_129" -> "2801 linear_130" [label="(4, 64, 384)", style=solid]; -"2796 linear_130_scale_0" -> "2799 quantize_per_channel_default_131" [label="(1152,)", style=solid]; -"2796 linear_130_scale_0" -> "2800 dequantize_per_channel_default_131" [label="(1152,)", style=solid]; -"2797 linear_130_zero_point_0" -> "2799 quantize_per_channel_default_131" [label="(1152,)", style=solid]; -"2797 linear_130_zero_point_0" -> "2800 dequantize_per_channel_default_131" [label="(1152,)", style=solid]; -"2798 compressed_weight_updated_constant131" -> "2799 quantize_per_channel_default_131" [label="(1152, 384)", style=solid]; -"2799 quantize_per_channel_default_131" -> "2800 dequantize_per_channel_default_131" [label="(1152, 384)", style=solid]; -"2800 dequantize_per_channel_default_131" -> "2801 linear_130" [label="(1152, 384)", style=solid]; -"2801 linear_130" -> "2802 reshape_95" [label="(4, 64, 1152)", style=solid]; -"2802 reshape_95" -> "2803 permute_97" [label="(4, 64, 3, 12, 32)", style=solid]; -"2803 permute_97" -> "2804 select_63" [label="(3, 4, 12, 64, 32)", style=solid]; -"2803 permute_97" -> "2805 select_64" [label="(3, 4, 12, 64, 32)", style=solid]; -"2803 permute_97" -> "2806 select_65" [label="(3, 4, 12, 64, 32)", style=solid]; -"2804 select_63" -> "2807 linalg_vector_norm_42" [label="(4, 12, 64, 32)", style=solid]; -"2804 select_63" -> "2809 expand_as_42" [label="(4, 12, 64, 32)", style=solid]; -"2804 select_63" -> "2810 div_42" [label="(4, 12, 64, 32)", style=solid]; -"2805 select_64" -> "2813 linalg_vector_norm_43" [label="(4, 12, 64, 32)", style=solid]; -"2805 select_64" -> "2815 expand_as_43" [label="(4, 12, 64, 32)", style=solid]; -"2805 select_64" -> "2816 div_43" [label="(4, 12, 64, 32)", style=solid]; -"2806 select_65" -> "2844 matmul_43" [label="(4, 12, 64, 32)", style=solid]; -"2807 linalg_vector_norm_42" -> "2808 clamp_min_42" [label="(4, 12, 64, 1)", style=solid]; -"2808 clamp_min_42" -> "2809 expand_as_42" [label="(4, 12, 64, 1)", style=solid]; -"2809 expand_as_42" -> "2810 div_42" [label="(4, 12, 64, 32)", style=solid]; -"2810 div_42" -> "2811 quantize_per_tensor_default_130" [label="(4, 12, 64, 32)", style=solid]; -"2811 quantize_per_tensor_default_130" -> "2812 dequantize_per_tensor_default_130" [label="(4, 12, 64, 32)", style=solid]; -"2812 dequantize_per_tensor_default_130" -> "2820 matmul_42" [label="(4, 12, 64, 32)", style=solid]; -"2813 linalg_vector_norm_43" -> "2814 clamp_min_43" [label="(4, 12, 64, 1)", style=solid]; -"2814 clamp_min_43" -> "2815 expand_as_43" [label="(4, 12, 64, 1)", style=solid]; -"2815 expand_as_43" -> "2816 div_43" [label="(4, 12, 64, 32)", style=solid]; -"2816 div_43" -> "2817 quantize_per_tensor_default_131" [label="(4, 12, 64, 32)", style=solid]; -"2817 quantize_per_tensor_default_131" -> "2818 dequantize_per_tensor_default_131" [label="(4, 12, 64, 32)", style=solid]; -"2818 dequantize_per_tensor_default_131" -> "2819 transpose_42" [label="(4, 12, 64, 32)", style=solid]; -"2819 transpose_42" -> "2820 matmul_42" [label="(4, 12, 32, 64)", style=solid]; -"2820 matmul_42" -> "2824 mul_43" [label="(4, 12, 64, 64)", style=solid]; -"2821 _param_constant351" -> "2822 clamp_21" [label="(12, 1, 1)", style=solid]; -"2822 clamp_21" -> "2823 exp_21" [label="(12, 1, 1)", style=solid]; -"2823 exp_21" -> "2824 mul_43" [label="(12, 1, 1)", style=solid]; -"2824 mul_43" -> "2825 add_73" [label="(4, 12, 64, 64)", style=solid]; -"2825 add_73" -> "2837 view_118" [label="(4, 12, 64, 64)", style=solid]; -"2826 new_zeros_10" -> "2827 view_117" [label="(16, 16)", style=solid]; -"2827 view_117" -> "2828 permute_98" [label="(2, 8, 2, 8)", style=solid]; -"2828 permute_98" -> "2829 reshape_96" [label="(2, 2, 8, 8)", style=solid]; -"2829 reshape_96" -> "2830 unsqueeze_62" [label="(4, 64)", style=solid]; -"2829 reshape_96" -> "2831 unsqueeze_63" [label="(4, 64)", style=solid]; -"2830 unsqueeze_62" -> "2832 sub_10" [label="(4, 1, 64)", style=solid]; -"2831 unsqueeze_63" -> "2832 sub_10" [label="(4, 64, 1)", style=solid]; -"2832 sub_10" -> "2833 ne_10" [label="(4, 64, 64)", style=solid]; -"2832 sub_10" -> "2834 masked_fill_20" [label="(4, 64, 64)", style=solid]; -"2832 sub_10" -> "2835 eq_10" [label="(4, 64, 64)", style=solid]; -"2833 ne_10" -> "2834 masked_fill_20" [label="(4, 64, 64)", style=solid]; -"2834 masked_fill_20" -> "2836 masked_fill_21" [label="(4, 64, 64)", style=solid]; -"2835 eq_10" -> "2836 masked_fill_21" [label="(4, 64, 64)", style=solid]; -"2836 masked_fill_21" -> "2838 unsqueeze_64" [label="(4, 64, 64)", style=solid]; -"2837 view_118" -> "2840 add_74" [label="(1, 4, 12, 64, 64)", style=solid]; -"2838 unsqueeze_64" -> "2839 unsqueeze_65" [label="(4, 1, 64, 64)", style=solid]; -"2839 unsqueeze_65" -> "2840 add_74" [label="(1, 4, 1, 64, 64)", style=solid]; -"2840 add_74" -> "2841 view_119" [label="(1, 4, 12, 64, 64)", style=solid]; -"2841 view_119" -> "2842 softmax_21" [label="(4, 12, 64, 64)", style=solid]; -"2842 softmax_21" -> "2843 dropout_84" [label="(4, 12, 64, 64)", style=solid]; -"2843 dropout_84" -> "2844 matmul_43" [label="(4, 12, 64, 64)", style=solid]; -"2844 matmul_43" -> "2845 transpose_43" [label="(4, 12, 64, 32)", style=solid]; -"2845 transpose_43" -> "2846 reshape_97" [label="(4, 64, 12, 32)", style=solid]; -"2846 reshape_97" -> "2848 reshape_97_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; -"2847 _param_constant353" -> "2856 linear_131" [label="(384,)", style=solid]; -"2848 reshape_97_0_0_nncf_smooth_quant_0" -> "2849 quantize_per_tensor_default_132" [label="(4, 64, 384)", style=solid]; -"2849 quantize_per_tensor_default_132" -> "2850 dequantize_per_tensor_default_132" [label="(4, 64, 384)", style=solid]; -"2850 dequantize_per_tensor_default_132" -> "2856 linear_131" [label="(4, 64, 384)", style=solid]; -"2851 linear_131_scale_0" -> "2854 quantize_per_channel_default_132" [label="(384,)", style=solid]; -"2851 linear_131_scale_0" -> "2855 dequantize_per_channel_default_132" [label="(384,)", style=solid]; -"2852 linear_131_zero_point_0" -> "2854 quantize_per_channel_default_132" [label="(384,)", style=solid]; -"2852 linear_131_zero_point_0" -> "2855 dequantize_per_channel_default_132" [label="(384,)", style=solid]; -"2853 compressed_weight_updated_constant132" -> "2854 quantize_per_channel_default_132" [label="(384, 384)", style=solid]; -"2854 quantize_per_channel_default_132" -> "2855 dequantize_per_channel_default_132" [label="(384, 384)", style=solid]; -"2855 dequantize_per_channel_default_132" -> "2856 linear_131" [label="(384, 384)", style=solid]; -"2856 linear_131" -> "2857 dropout_85" [label="(4, 64, 384)", style=solid]; -"2857 dropout_85" -> "2858 view_120" [label="(4, 64, 384)", style=solid]; -"2858 view_120" -> "2859 permute_99" [label="(1, 2, 2, 8, 8, 384)", style=solid]; -"2859 permute_99" -> "2860 reshape_98" [label="(1, 2, 8, 2, 8, 384)", style=solid]; -"2860 reshape_98" -> "2861 roll_21" [label="(1, 16, 16, 384)", style=solid]; -"2861 roll_21" -> "2862 slice_325" [label="(1, 16, 16, 384)", style=solid]; -"2862 slice_325" -> "2863 slice_326" [label="(1, 16, 16, 384)", style=solid]; -"2863 slice_326" -> "2864 slice_327" [label="(1, 14, 16, 384)", style=solid]; -"2864 slice_327" -> "2865 slice_328" [label="(1, 14, 14, 384)", style=solid]; -"2865 slice_328" -> "2866 contiguous_41" [label="(1, 14, 14, 384)", style=solid]; -"2866 contiguous_41" -> "2869 layer_norm_45" [label="(1, 14, 14, 384)", style=solid]; -"2867 _param_constant354" -> "2869 layer_norm_45" [label="(384,)", style=solid]; -"2868 _param_constant355" -> "2869 layer_norm_45" [label="(384,)", style=solid]; -"2869 layer_norm_45" -> "2870 add_75" [label="(1, 14, 14, 384)", style=solid]; -"2870 add_75" -> "2872 add_75_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; -"2870 add_75" -> "2897 add_76" [label="(1, 14, 14, 384)", style=solid]; -"2871 _param_constant357" -> "2880 linear_132" [label="(1536,)", style=solid]; -"2872 add_75_0_0_nncf_smooth_quant_0" -> "2873 quantize_per_tensor_default_133" [label="(1, 14, 14, 384)", style=solid]; -"2873 quantize_per_tensor_default_133" -> "2874 dequantize_per_tensor_default_133" [label="(1, 14, 14, 384)", style=solid]; -"2874 dequantize_per_tensor_default_133" -> "2880 linear_132" [label="(1, 14, 14, 384)", style=solid]; -"2875 linear_132_scale_0" -> "2878 quantize_per_channel_default_133" [label="(1536,)", style=solid]; -"2875 linear_132_scale_0" -> "2879 dequantize_per_channel_default_133" [label="(1536,)", style=solid]; -"2876 linear_132_zero_point_0" -> "2878 quantize_per_channel_default_133" [label="(1536,)", style=solid]; -"2876 linear_132_zero_point_0" -> "2879 dequantize_per_channel_default_133" [label="(1536,)", style=solid]; -"2877 compressed_weight_updated_constant133" -> "2878 quantize_per_channel_default_133" [label="(1536, 384)", style=solid]; -"2878 quantize_per_channel_default_133" -> "2879 dequantize_per_channel_default_133" [label="(1536, 384)", style=solid]; -"2879 dequantize_per_channel_default_133" -> "2880 linear_132" [label="(1536, 384)", style=solid]; -"2880 linear_132" -> "2881 gelu_21" [label="(1, 14, 14, 1536)", style=solid]; -"2881 gelu_21" -> "2882 dropout_86" [label="(1, 14, 14, 1536)", style=solid]; -"2882 dropout_86" -> "2884 dropout_86_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; -"2883 _param_constant359" -> "2892 linear_133" [label="(384,)", style=solid]; -"2884 dropout_86_0_0_nncf_smooth_quant_0" -> "2885 quantize_per_tensor_default_134" [label="(1, 14, 14, 1536)", style=solid]; -"2885 quantize_per_tensor_default_134" -> "2886 dequantize_per_tensor_default_134" [label="(1, 14, 14, 1536)", style=solid]; -"2886 dequantize_per_tensor_default_134" -> "2892 linear_133" [label="(1, 14, 14, 1536)", style=solid]; -"2887 linear_133_scale_0" -> "2890 quantize_per_channel_default_134" [label="(384,)", style=solid]; -"2887 linear_133_scale_0" -> "2891 dequantize_per_channel_default_134" [label="(384,)", style=solid]; -"2888 linear_133_zero_point_0" -> "2890 quantize_per_channel_default_134" [label="(384,)", style=solid]; -"2888 linear_133_zero_point_0" -> "2891 dequantize_per_channel_default_134" [label="(384,)", style=solid]; -"2889 compressed_weight_updated_constant134" -> "2890 quantize_per_channel_default_134" [label="(384, 1536)", style=solid]; -"2890 quantize_per_channel_default_134" -> "2891 dequantize_per_channel_default_134" [label="(384, 1536)", style=solid]; -"2891 dequantize_per_channel_default_134" -> "2892 linear_133" [label="(384, 1536)", style=solid]; -"2892 linear_133" -> "2893 dropout_87" [label="(1, 14, 14, 384)", style=solid]; -"2893 dropout_87" -> "2896 layer_norm_46" [label="(1, 14, 14, 384)", style=solid]; -"2894 _param_constant360" -> "2896 layer_norm_46" [label="(384,)", style=solid]; -"2895 _param_constant361" -> "2896 layer_norm_46" [label="(384,)", style=solid]; -"2896 layer_norm_46" -> "2897 add_76" [label="(1, 14, 14, 384)", style=solid]; -"2897 add_76" -> "2898 pad_24" [label="(1, 14, 14, 384)", style=solid]; -"2898 pad_24" -> "2899 slice_329" [label="(1, 14, 14, 384)", style=solid]; -"2898 pad_24" -> "2902 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slice_340" [label="(1, 7, 7, 384)", style=solid]; -"2910 slice_340" -> "2911 cat_2" [label="(1, 7, 7, 384)", style=solid]; -"2911 cat_2" -> "2912 cat_2_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 1536)", style=solid]; -"2912 cat_2_0_0_nncf_smooth_quant_0" -> "2913 quantize_per_tensor_default_135" [label="(1, 7, 7, 1536)", style=solid]; -"2913 quantize_per_tensor_default_135" -> "2914 dequantize_per_tensor_default_135" [label="(1, 7, 7, 1536)", style=solid]; -"2914 dequantize_per_tensor_default_135" -> "2920 linear_134" [label="(1, 7, 7, 1536)", style=solid]; -"2915 linear_134_scale_0" -> "2918 quantize_per_channel_default_135" [label="(768,)", style=solid]; -"2915 linear_134_scale_0" -> "2919 dequantize_per_channel_default_135" [label="(768,)", style=solid]; -"2916 linear_134_zero_point_0" -> "2918 quantize_per_channel_default_135" [label="(768,)", style=solid]; -"2916 linear_134_zero_point_0" -> "2919 dequantize_per_channel_default_135" [label="(768,)", style=solid]; -"2917 compressed_weight_updated_constant135" -> "2918 quantize_per_channel_default_135" [label="(768, 1536)", style=solid]; -"2918 quantize_per_channel_default_135" -> "2919 dequantize_per_channel_default_135" [label="(768, 1536)", style=solid]; -"2919 dequantize_per_channel_default_135" -> "2920 linear_134" [label="(768, 1536)", style=solid]; -"2920 linear_134" -> "2923 layer_norm_47" [label="(1, 7, 7, 768)", style=solid]; -"2921 _param_constant363" -> "2923 layer_norm_47" [label="(768,)", style=solid]; -"2922 _param_constant364" -> "2923 layer_norm_47" [label="(768,)", style=solid]; -"2923 layer_norm_47" -> "2950 pad_25" [label="(1, 7, 7, 768)", style=solid]; -"2923 layer_norm_47" -> "3016 add_78" [label="(1, 7, 7, 768)", style=solid]; -"2924 _tensor_constant143" -> "2926 _tensor_constant143_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; -"2925 _param_constant366" -> "2932 linear_135" [label="(512,)", style=solid]; -"2926 _tensor_constant143_0_0_nncf_smooth_quant_0" -> "2932 linear_135" [label="(1, 15, 15, 2)", style=solid]; -"2927 linear_135_scale_0" -> "2930 quantize_per_channel_default_136" [label="(512,)", style=solid]; -"2927 linear_135_scale_0" -> "2931 dequantize_per_channel_default_136" [label="(512,)", style=solid]; -"2928 linear_135_zero_point_0" -> "2930 quantize_per_channel_default_136" [label="(512,)", style=solid]; -"2928 linear_135_zero_point_0" -> "2931 dequantize_per_channel_default_136" [label="(512,)", style=solid]; -"2929 compressed_weight_updated_constant136" -> "2930 quantize_per_channel_default_136" [label="(512, 2)", style=solid]; -"2930 quantize_per_channel_default_136" -> "2931 dequantize_per_channel_default_136" [label="(512, 2)", style=solid]; -"2931 dequantize_per_channel_default_136" -> "2932 linear_135" [label="(512, 2)", style=solid]; -"2932 linear_135" -> "2933 relu__22" [label="(1, 15, 15, 512)", style=solid]; -"2933 relu__22" -> "2934 relu__22_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"2934 relu__22_0_0_nncf_smooth_quant_0" -> "2940 linear_136" [label="(1, 15, 15, 512)", style=solid]; -"2935 linear_136_scale_0" -> "2938 quantize_per_channel_default_137" [label="(24,)", style=solid]; -"2935 linear_136_scale_0" -> "2939 dequantize_per_channel_default_137" [label="(24,)", style=solid]; -"2936 linear_136_zero_point_0" -> "2938 quantize_per_channel_default_137" [label="(24,)", style=solid]; -"2936 linear_136_zero_point_0" -> "2939 dequantize_per_channel_default_137" [label="(24,)", style=solid]; -"2937 compressed_weight_updated_constant137" -> "2938 quantize_per_channel_default_137" [label="(24, 512)", style=solid]; -"2938 quantize_per_channel_default_137" -> "2939 dequantize_per_channel_default_137" [label="(24, 512)", style=solid]; -"2939 dequantize_per_channel_default_137" -> "2940 linear_136" [label="(24, 512)", style=solid]; -"2940 linear_136" -> "2941 view_121" [label="(1, 15, 15, 24)", style=solid]; -"2941 view_121" -> "2943 index_22" [label="(225, 24)", style=solid]; -"2942 _tensor_constant144" -> "2943 index_22" [label="(4096,)", style=solid]; -"2943 index_22" -> "2944 view_122" [label="(4096, 24)", style=solid]; -"2944 view_122" -> "2945 permute_100" [label="(64, 64, 24)", style=solid]; -"2945 permute_100" -> "2946 contiguous_42" [label="(24, 64, 64)", style=solid]; -"2946 contiguous_42" -> "2947 unsqueeze_66" [label="(24, 64, 64)", style=solid]; -"2947 unsqueeze_66" -> "2948 sigmoid_22" [label="(1, 24, 64, 64)", style=solid]; -"2948 sigmoid_22" -> "2949 mul_44" [label="(1, 24, 64, 64)", style=solid]; -"2949 mul_44" -> "2988 add_77" [label="(1, 24, 64, 64)", style=solid]; -"2950 pad_25" -> "2951 view_123" [label="(1, 8, 8, 768)", style=solid]; -"2951 view_123" -> "2952 permute_101" [label="(1, 1, 8, 1, 8, 768)", style=solid]; -"2952 permute_101" -> "2953 reshape_99" [label="(1, 1, 1, 8, 8, 768)", style=solid]; -"2953 reshape_99" -> "2956 reshape_99_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; -"2954 _param_constant368" -> "2955 clone_22" [label="(2304,)", style=solid]; -"2955 clone_22" -> "2964 linear_137" [label="(2304,)", style=solid]; -"2956 reshape_99_0_0_nncf_smooth_quant_0" -> "2957 quantize_per_tensor_default_136" [label="(1, 64, 768)", style=solid]; -"2957 quantize_per_tensor_default_136" -> "2958 dequantize_per_tensor_default_136" [label="(1, 64, 768)", style=solid]; -"2958 dequantize_per_tensor_default_136" -> "2964 linear_137" [label="(1, 64, 768)", style=solid]; -"2959 linear_137_scale_0" -> "2962 quantize_per_channel_default_138" [label="(2304,)", style=solid]; -"2959 linear_137_scale_0" -> "2963 dequantize_per_channel_default_138" [label="(2304,)", style=solid]; -"2960 linear_137_zero_point_0" -> "2962 quantize_per_channel_default_138" [label="(2304,)", style=solid]; -"2960 linear_137_zero_point_0" -> "2963 dequantize_per_channel_default_138" [label="(2304,)", style=solid]; -"2961 compressed_weight_updated_constant138" -> "2962 quantize_per_channel_default_138" [label="(2304, 768)", style=solid]; -"2962 quantize_per_channel_default_138" -> "2963 dequantize_per_channel_default_138" [label="(2304, 768)", style=solid]; -"2963 dequantize_per_channel_default_138" -> "2964 linear_137" [label="(2304, 768)", style=solid]; -"2964 linear_137" -> "2965 reshape_100" [label="(1, 64, 2304)", style=solid]; -"2965 reshape_100" -> "2966 permute_102" [label="(1, 64, 3, 24, 32)", style=solid]; -"2966 permute_102" -> "2967 select_66" [label="(3, 1, 24, 64, 32)", style=solid]; -"2966 permute_102" -> "2968 select_67" [label="(3, 1, 24, 64, 32)", style=solid]; -"2966 permute_102" -> "2969 select_68" [label="(3, 1, 24, 64, 32)", style=solid]; -"2967 select_66" -> "2970 linalg_vector_norm_44" [label="(1, 24, 64, 32)", style=solid]; -"2967 select_66" -> "2972 expand_as_44" [label="(1, 24, 64, 32)", style=solid]; -"2967 select_66" -> "2973 div_44" [label="(1, 24, 64, 32)", style=solid]; -"2968 select_67" -> "2976 linalg_vector_norm_45" [label="(1, 24, 64, 32)", style=solid]; -"2968 select_67" -> "2978 expand_as_45" [label="(1, 24, 64, 32)", style=solid]; -"2968 select_67" -> "2979 div_45" [label="(1, 24, 64, 32)", style=solid]; -"2969 select_68" -> "2991 matmul_45" [label="(1, 24, 64, 32)", style=solid]; -"2970 linalg_vector_norm_44" -> "2971 clamp_min_44" [label="(1, 24, 64, 1)", style=solid]; -"2971 clamp_min_44" -> "2972 expand_as_44" [label="(1, 24, 64, 1)", style=solid]; -"2972 expand_as_44" -> "2973 div_44" [label="(1, 24, 64, 32)", style=solid]; -"2973 div_44" -> "2974 quantize_per_tensor_default_137" [label="(1, 24, 64, 32)", style=solid]; -"2974 quantize_per_tensor_default_137" -> "2975 dequantize_per_tensor_default_137" [label="(1, 24, 64, 32)", style=solid]; -"2975 dequantize_per_tensor_default_137" -> "2983 matmul_44" [label="(1, 24, 64, 32)", style=solid]; -"2976 linalg_vector_norm_45" -> "2977 clamp_min_45" [label="(1, 24, 64, 1)", style=solid]; -"2977 clamp_min_45" -> "2978 expand_as_45" [label="(1, 24, 64, 1)", style=solid]; -"2978 expand_as_45" -> "2979 div_45" [label="(1, 24, 64, 32)", style=solid]; -"2979 div_45" -> "2980 quantize_per_tensor_default_138" [label="(1, 24, 64, 32)", style=solid]; -"2980 quantize_per_tensor_default_138" -> "2981 dequantize_per_tensor_default_138" [label="(1, 24, 64, 32)", style=solid]; -"2981 dequantize_per_tensor_default_138" -> "2982 transpose_44" [label="(1, 24, 64, 32)", style=solid]; -"2982 transpose_44" -> "2983 matmul_44" [label="(1, 24, 32, 64)", style=solid]; -"2983 matmul_44" -> "2987 mul_45" [label="(1, 24, 64, 64)", style=solid]; -"2984 _param_constant370" -> "2985 clamp_22" [label="(24, 1, 1)", style=solid]; -"2985 clamp_22" -> "2986 exp_22" [label="(24, 1, 1)", style=solid]; -"2986 exp_22" -> "2987 mul_45" [label="(24, 1, 1)", style=solid]; -"2987 mul_45" -> "2988 add_77" [label="(1, 24, 64, 64)", style=solid]; -"2988 add_77" -> "2989 softmax_22" [label="(1, 24, 64, 64)", style=solid]; -"2989 softmax_22" -> "2990 dropout_88" [label="(1, 24, 64, 64)", style=solid]; -"2990 dropout_88" -> "2991 matmul_45" [label="(1, 24, 64, 64)", style=solid]; -"2991 matmul_45" -> "2992 transpose_45" [label="(1, 24, 64, 32)", style=solid]; -"2992 transpose_45" -> "2993 reshape_101" [label="(1, 64, 24, 32)", style=solid]; -"2993 reshape_101" -> "2995 reshape_101_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; -"2994 _param_constant372" -> "3003 linear_138" [label="(768,)", style=solid]; -"2995 reshape_101_0_0_nncf_smooth_quant_0" -> "2996 quantize_per_tensor_default_139" [label="(1, 64, 768)", style=solid]; -"2996 quantize_per_tensor_default_139" -> "2997 dequantize_per_tensor_default_139" [label="(1, 64, 768)", style=solid]; -"2997 dequantize_per_tensor_default_139" -> "3003 linear_138" [label="(1, 64, 768)", style=solid]; -"2998 linear_138_scale_0" -> "3001 quantize_per_channel_default_139" [label="(768,)", style=solid]; -"2998 linear_138_scale_0" -> "3002 dequantize_per_channel_default_139" [label="(768,)", style=solid]; -"2999 linear_138_zero_point_0" -> "3001 quantize_per_channel_default_139" [label="(768,)", style=solid]; -"2999 linear_138_zero_point_0" -> "3002 dequantize_per_channel_default_139" [label="(768,)", style=solid]; -"3000 compressed_weight_updated_constant139" -> "3001 quantize_per_channel_default_139" [label="(768, 768)", style=solid]; -"3001 quantize_per_channel_default_139" -> "3002 dequantize_per_channel_default_139" [label="(768, 768)", style=solid]; -"3002 dequantize_per_channel_default_139" -> "3003 linear_138" [label="(768, 768)", style=solid]; -"3003 linear_138" -> "3004 dropout_89" [label="(1, 64, 768)", style=solid]; -"3004 dropout_89" -> "3005 view_124" [label="(1, 64, 768)", style=solid]; -"3005 view_124" -> "3006 permute_103" [label="(1, 1, 1, 8, 8, 768)", style=solid]; -"3006 permute_103" -> "3007 reshape_102" [label="(1, 1, 8, 1, 8, 768)", style=solid]; -"3007 reshape_102" -> "3008 slice_342" [label="(1, 8, 8, 768)", style=solid]; -"3008 slice_342" -> "3009 slice_343" [label="(1, 8, 8, 768)", style=solid]; -"3009 slice_343" -> "3010 slice_344" [label="(1, 7, 8, 768)", style=solid]; -"3010 slice_344" -> "3011 slice_345" [label="(1, 7, 7, 768)", style=solid]; -"3011 slice_345" -> "3012 contiguous_43" [label="(1, 7, 7, 768)", style=solid]; -"3012 contiguous_43" -> "3015 layer_norm_48" [label="(1, 7, 7, 768)", style=solid]; -"3013 _param_constant373" -> "3015 layer_norm_48" [label="(768,)", style=solid]; -"3014 _param_constant374" -> "3015 layer_norm_48" [label="(768,)", style=solid]; -"3015 layer_norm_48" -> "3016 add_78" [label="(1, 7, 7, 768)", style=solid]; -"3016 add_78" -> "3018 add_78_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 768)", style=solid]; -"3016 add_78" -> "3043 add_79" [label="(1, 7, 7, 768)", style=solid]; -"3017 _param_constant376" -> "3026 linear_139" [label="(3072,)", style=solid]; -"3018 add_78_0_0_nncf_smooth_quant_0" -> "3019 quantize_per_tensor_default_140" [label="(1, 7, 7, 768)", style=solid]; -"3019 quantize_per_tensor_default_140" -> "3020 dequantize_per_tensor_default_140" [label="(1, 7, 7, 768)", style=solid]; -"3020 dequantize_per_tensor_default_140" -> "3026 linear_139" [label="(1, 7, 7, 768)", style=solid]; -"3021 linear_139_scale_0" -> "3024 quantize_per_channel_default_140" [label="(3072,)", style=solid]; -"3021 linear_139_scale_0" -> "3025 dequantize_per_channel_default_140" [label="(3072,)", style=solid]; -"3022 linear_139_zero_point_0" -> "3024 quantize_per_channel_default_140" [label="(3072,)", style=solid]; -"3022 linear_139_zero_point_0" -> "3025 dequantize_per_channel_default_140" [label="(3072,)", style=solid]; -"3023 compressed_weight_updated_constant140" -> "3024 quantize_per_channel_default_140" [label="(3072, 768)", style=solid]; -"3024 quantize_per_channel_default_140" -> "3025 dequantize_per_channel_default_140" [label="(3072, 768)", style=solid]; -"3025 dequantize_per_channel_default_140" -> "3026 linear_139" [label="(3072, 768)", style=solid]; -"3026 linear_139" -> "3027 gelu_22" [label="(1, 7, 7, 3072)", style=solid]; -"3027 gelu_22" -> "3028 dropout_90" [label="(1, 7, 7, 3072)", style=solid]; -"3028 dropout_90" -> "3030 dropout_90_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 3072)", style=solid]; -"3029 _param_constant378" -> "3038 linear_140" [label="(768,)", style=solid]; -"3030 dropout_90_0_0_nncf_smooth_quant_0" -> "3031 quantize_per_tensor_default_141" [label="(1, 7, 7, 3072)", style=solid]; -"3031 quantize_per_tensor_default_141" -> "3032 dequantize_per_tensor_default_141" [label="(1, 7, 7, 3072)", style=solid]; -"3032 dequantize_per_tensor_default_141" -> "3038 linear_140" [label="(1, 7, 7, 3072)", style=solid]; -"3033 linear_140_scale_0" -> "3036 quantize_per_channel_default_141" [label="(768,)", style=solid]; -"3033 linear_140_scale_0" -> "3037 dequantize_per_channel_default_141" [label="(768,)", style=solid]; -"3034 linear_140_zero_point_0" -> "3036 quantize_per_channel_default_141" [label="(768,)", style=solid]; -"3034 linear_140_zero_point_0" -> "3037 dequantize_per_channel_default_141" [label="(768,)", style=solid]; -"3035 compressed_weight_updated_constant141" -> "3036 quantize_per_channel_default_141" [label="(768, 3072)", style=solid]; -"3036 quantize_per_channel_default_141" -> "3037 dequantize_per_channel_default_141" [label="(768, 3072)", style=solid]; -"3037 dequantize_per_channel_default_141" -> "3038 linear_140" [label="(768, 3072)", style=solid]; -"3038 linear_140" -> "3039 dropout_91" [label="(1, 7, 7, 768)", style=solid]; -"3039 dropout_91" -> "3042 layer_norm_49" [label="(1, 7, 7, 768)", style=solid]; -"3040 _param_constant379" -> "3042 layer_norm_49" [label="(768,)", style=solid]; -"3041 _param_constant380" -> "3042 layer_norm_49" [label="(768,)", style=solid]; -"3042 layer_norm_49" -> "3043 add_79" [label="(1, 7, 7, 768)", style=solid]; -"3043 add_79" -> "3070 pad_26" [label="(1, 7, 7, 768)", style=solid]; -"3043 add_79" -> "3136 add_81" [label="(1, 7, 7, 768)", style=solid]; -"3044 _tensor_constant145" -> "3046 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[label="(512, 2)", style=solid]; -"3052 linear_141" -> "3053 relu__23" [label="(1, 15, 15, 512)", style=solid]; -"3053 relu__23" -> "3054 relu__23_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; -"3054 relu__23_0_0_nncf_smooth_quant_0" -> "3060 linear_142" [label="(1, 15, 15, 512)", style=solid]; -"3055 linear_142_scale_0" -> "3058 quantize_per_channel_default_143" [label="(24,)", style=solid]; -"3055 linear_142_scale_0" -> "3059 dequantize_per_channel_default_143" [label="(24,)", style=solid]; -"3056 linear_142_zero_point_0" -> "3058 quantize_per_channel_default_143" [label="(24,)", style=solid]; -"3056 linear_142_zero_point_0" -> "3059 dequantize_per_channel_default_143" [label="(24,)", style=solid]; -"3057 compressed_weight_updated_constant143" -> "3058 quantize_per_channel_default_143" [label="(24, 512)", style=solid]; -"3058 quantize_per_channel_default_143" -> "3059 dequantize_per_channel_default_143" [label="(24, 512)", style=solid]; -"3059 dequantize_per_channel_default_143" -> "3060 linear_142" [label="(24, 512)", style=solid]; -"3060 linear_142" -> "3061 view_125" [label="(1, 15, 15, 24)", style=solid]; -"3061 view_125" -> "3063 index_23" [label="(225, 24)", style=solid]; -"3062 _tensor_constant146" -> "3063 index_23" [label="(4096,)", style=solid]; -"3063 index_23" -> "3064 view_126" [label="(4096, 24)", style=solid]; -"3064 view_126" -> "3065 permute_104" [label="(64, 64, 24)", style=solid]; -"3065 permute_104" -> "3066 contiguous_44" [label="(24, 64, 64)", style=solid]; -"3066 contiguous_44" -> "3067 unsqueeze_67" [label="(24, 64, 64)", style=solid]; -"3067 unsqueeze_67" -> "3068 sigmoid_23" [label="(1, 24, 64, 64)", style=solid]; -"3068 sigmoid_23" -> "3069 mul_46" [label="(1, 24, 64, 64)", style=solid]; -"3069 mul_46" -> "3108 add_80" [label="(1, 24, 64, 64)", style=solid]; -"3070 pad_26" -> "3071 view_127" [label="(1, 8, 8, 768)", style=solid]; -"3071 view_127" -> "3072 permute_105" [label="(1, 1, 8, 1, 8, 768)", style=solid]; -"3072 permute_105" -> "3073 reshape_103" [label="(1, 1, 1, 8, 8, 768)", style=solid]; -"3073 reshape_103" -> "3076 reshape_103_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; -"3074 _param_constant384" -> "3075 clone_23" [label="(2304,)", style=solid]; -"3075 clone_23" -> "3084 linear_143" [label="(2304,)", style=solid]; -"3076 reshape_103_0_0_nncf_smooth_quant_0" -> "3077 quantize_per_tensor_default_142" [label="(1, 64, 768)", style=solid]; -"3077 quantize_per_tensor_default_142" -> "3078 dequantize_per_tensor_default_142" [label="(1, 64, 768)", style=solid]; -"3078 dequantize_per_tensor_default_142" -> "3084 linear_143" [label="(1, 64, 768)", style=solid]; -"3079 linear_143_scale_0" -> "3082 quantize_per_channel_default_144" [label="(2304,)", style=solid]; -"3079 linear_143_scale_0" -> "3083 dequantize_per_channel_default_144" [label="(2304,)", style=solid]; -"3080 linear_143_zero_point_0" -> "3082 quantize_per_channel_default_144" [label="(2304,)", style=solid]; -"3080 linear_143_zero_point_0" -> "3083 dequantize_per_channel_default_144" [label="(2304,)", style=solid]; -"3081 compressed_weight_updated_constant144" -> "3082 quantize_per_channel_default_144" [label="(2304, 768)", style=solid]; -"3082 quantize_per_channel_default_144" -> "3083 dequantize_per_channel_default_144" [label="(2304, 768)", style=solid]; -"3083 dequantize_per_channel_default_144" -> "3084 linear_143" [label="(2304, 768)", style=solid]; -"3084 linear_143" -> "3085 reshape_104" [label="(1, 64, 2304)", style=solid]; -"3085 reshape_104" -> "3086 permute_106" [label="(1, 64, 3, 24, 32)", style=solid]; -"3086 permute_106" -> "3087 select_69" [label="(3, 1, 24, 64, 32)", style=solid]; -"3086 permute_106" -> "3088 select_70" [label="(3, 1, 24, 64, 32)", style=solid]; -"3086 permute_106" -> "3089 select_71" [label="(3, 1, 24, 64, 32)", style=solid]; -"3087 select_69" -> "3090 linalg_vector_norm_46" [label="(1, 24, 64, 32)", style=solid]; -"3087 select_69" -> "3092 expand_as_46" [label="(1, 24, 64, 32)", style=solid]; -"3087 select_69" -> "3093 div_46" [label="(1, 24, 64, 32)", style=solid]; -"3088 select_70" -> "3096 linalg_vector_norm_47" [label="(1, 24, 64, 32)", style=solid]; -"3088 select_70" -> "3098 expand_as_47" [label="(1, 24, 64, 32)", style=solid]; -"3088 select_70" -> "3099 div_47" [label="(1, 24, 64, 32)", style=solid]; -"3089 select_71" -> "3111 matmul_47" [label="(1, 24, 64, 32)", style=solid]; -"3090 linalg_vector_norm_46" -> "3091 clamp_min_46" [label="(1, 24, 64, 1)", style=solid]; -"3091 clamp_min_46" -> "3092 expand_as_46" [label="(1, 24, 64, 1)", style=solid]; -"3092 expand_as_46" -> "3093 div_46" [label="(1, 24, 64, 32)", style=solid]; -"3093 div_46" -> "3094 quantize_per_tensor_default_143" [label="(1, 24, 64, 32)", style=solid]; -"3094 quantize_per_tensor_default_143" -> "3095 dequantize_per_tensor_default_143" [label="(1, 24, 64, 32)", style=solid]; -"3095 dequantize_per_tensor_default_143" -> "3103 matmul_46" [label="(1, 24, 64, 32)", style=solid]; -"3096 linalg_vector_norm_47" -> "3097 clamp_min_47" [label="(1, 24, 64, 1)", style=solid]; -"3097 clamp_min_47" -> "3098 expand_as_47" [label="(1, 24, 64, 1)", style=solid]; -"3098 expand_as_47" -> "3099 div_47" [label="(1, 24, 64, 32)", style=solid]; -"3099 div_47" -> "3100 quantize_per_tensor_default_144" [label="(1, 24, 64, 32)", style=solid]; -"3100 quantize_per_tensor_default_144" -> "3101 dequantize_per_tensor_default_144" [label="(1, 24, 64, 32)", style=solid]; -"3101 dequantize_per_tensor_default_144" -> "3102 transpose_46" [label="(1, 24, 64, 32)", style=solid]; -"3102 transpose_46" -> "3103 matmul_46" [label="(1, 24, 32, 64)", style=solid]; -"3103 matmul_46" -> "3107 mul_47" [label="(1, 24, 64, 64)", style=solid]; -"3104 _param_constant386" -> "3105 clamp_23" [label="(24, 1, 1)", style=solid]; -"3105 clamp_23" -> "3106 exp_23" [label="(24, 1, 1)", style=solid]; -"3106 exp_23" -> "3107 mul_47" [label="(24, 1, 1)", style=solid]; -"3107 mul_47" -> "3108 add_80" [label="(1, 24, 64, 64)", style=solid]; -"3108 add_80" -> "3109 softmax_23" [label="(1, 24, 64, 64)", style=solid]; -"3109 softmax_23" -> "3110 dropout_92" [label="(1, 24, 64, 64)", style=solid]; -"3110 dropout_92" -> "3111 matmul_47" [label="(1, 24, 64, 64)", style=solid]; -"3111 matmul_47" -> "3112 transpose_47" [label="(1, 24, 64, 32)", style=solid]; -"3112 transpose_47" -> "3113 reshape_105" [label="(1, 64, 24, 32)", style=solid]; -"3113 reshape_105" -> "3115 reshape_105_0_0_nncf_smooth_quant_0" [label="(1, 64, 768)", style=solid]; -"3114 _param_constant388" -> "3123 linear_144" [label="(768,)", style=solid]; -"3115 reshape_105_0_0_nncf_smooth_quant_0" -> "3116 quantize_per_tensor_default_145" [label="(1, 64, 768)", style=solid]; -"3116 quantize_per_tensor_default_145" -> "3117 dequantize_per_tensor_default_145" [label="(1, 64, 768)", style=solid]; -"3117 dequantize_per_tensor_default_145" -> "3123 linear_144" [label="(1, 64, 768)", style=solid]; -"3118 linear_144_scale_0" -> "3121 quantize_per_channel_default_145" [label="(768,)", style=solid]; -"3118 linear_144_scale_0" -> "3122 dequantize_per_channel_default_145" [label="(768,)", style=solid]; -"3119 linear_144_zero_point_0" -> "3121 quantize_per_channel_default_145" [label="(768,)", style=solid]; -"3119 linear_144_zero_point_0" -> "3122 dequantize_per_channel_default_145" [label="(768,)", style=solid]; -"3120 compressed_weight_updated_constant145" -> "3121 quantize_per_channel_default_145" [label="(768, 768)", style=solid]; -"3121 quantize_per_channel_default_145" -> "3122 dequantize_per_channel_default_145" [label="(768, 768)", style=solid]; -"3122 dequantize_per_channel_default_145" -> "3123 linear_144" [label="(768, 768)", style=solid]; -"3123 linear_144" -> "3124 dropout_93" [label="(1, 64, 768)", style=solid]; -"3124 dropout_93" -> "3125 view_128" [label="(1, 64, 768)", style=solid]; -"3125 view_128" -> "3126 permute_107" [label="(1, 1, 1, 8, 8, 768)", style=solid]; -"3126 permute_107" -> "3127 reshape_106" [label="(1, 1, 8, 1, 8, 768)", style=solid]; -"3127 reshape_106" -> "3128 slice_347" [label="(1, 8, 8, 768)", style=solid]; -"3128 slice_347" -> "3129 slice_348" [label="(1, 8, 8, 768)", style=solid]; -"3129 slice_348" -> "3130 slice_349" [label="(1, 7, 8, 768)", style=solid]; -"3130 slice_349" -> "3131 slice_350" [label="(1, 7, 7, 768)", style=solid]; -"3131 slice_350" -> "3132 contiguous_45" [label="(1, 7, 7, 768)", style=solid]; -"3132 contiguous_45" -> "3135 layer_norm_50" [label="(1, 7, 7, 768)", style=solid]; -"3133 _param_constant389" -> "3135 layer_norm_50" [label="(768,)", style=solid]; -"3134 _param_constant390" -> "3135 layer_norm_50" [label="(768,)", style=solid]; -"3135 layer_norm_50" -> "3136 add_81" [label="(1, 7, 7, 768)", style=solid]; -"3136 add_81" -> "3138 add_81_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 768)", style=solid]; -"3136 add_81" -> "3163 add_82" [label="(1, 7, 7, 768)", style=solid]; -"3137 _param_constant392" -> "3146 linear_145" [label="(3072,)", style=solid]; -"3138 add_81_0_0_nncf_smooth_quant_0" -> "3139 quantize_per_tensor_default_146" [label="(1, 7, 7, 768)", style=solid]; -"3139 quantize_per_tensor_default_146" -> "3140 dequantize_per_tensor_default_146" [label="(1, 7, 7, 768)", style=solid]; -"3140 dequantize_per_tensor_default_146" -> "3146 linear_145" [label="(1, 7, 7, 768)", style=solid]; -"3141 linear_145_scale_0" -> "3144 quantize_per_channel_default_146" [label="(3072,)", style=solid]; -"3141 linear_145_scale_0" -> "3145 dequantize_per_channel_default_146" [label="(3072,)", style=solid]; -"3142 linear_145_zero_point_0" -> "3144 quantize_per_channel_default_146" [label="(3072,)", style=solid]; -"3142 linear_145_zero_point_0" -> "3145 dequantize_per_channel_default_146" [label="(3072,)", style=solid]; -"3143 compressed_weight_updated_constant146" -> "3144 quantize_per_channel_default_146" [label="(3072, 768)", style=solid]; -"3144 quantize_per_channel_default_146" -> "3145 dequantize_per_channel_default_146" [label="(3072, 768)", style=solid]; -"3145 dequantize_per_channel_default_146" -> "3146 linear_145" [label="(3072, 768)", style=solid]; -"3146 linear_145" -> "3147 gelu_23" [label="(1, 7, 7, 3072)", style=solid]; -"3147 gelu_23" -> "3148 dropout_94" [label="(1, 7, 7, 3072)", style=solid]; -"3148 dropout_94" -> "3150 dropout_94_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 3072)", style=solid]; -"3149 _param_constant394" -> "3158 linear_146" [label="(768,)", style=solid]; -"3150 dropout_94_0_0_nncf_smooth_quant_0" -> "3151 quantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; -"3151 quantize_per_tensor_default_147" -> "3152 dequantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; -"3152 dequantize_per_tensor_default_147" -> "3158 linear_146" [label="(1, 7, 7, 3072)", style=solid]; -"3153 linear_146_scale_0" -> "3156 quantize_per_channel_default_147" [label="(768,)", style=solid]; -"3153 linear_146_scale_0" -> "3157 dequantize_per_channel_default_147" [label="(768,)", style=solid]; -"3154 linear_146_zero_point_0" -> "3156 quantize_per_channel_default_147" [label="(768,)", style=solid]; -"3154 linear_146_zero_point_0" -> "3157 dequantize_per_channel_default_147" [label="(768,)", style=solid]; -"3155 compressed_weight_updated_constant147" -> "3156 quantize_per_channel_default_147" [label="(768, 3072)", style=solid]; -"3156 quantize_per_channel_default_147" -> "3157 dequantize_per_channel_default_147" [label="(768, 3072)", style=solid]; -"3157 dequantize_per_channel_default_147" -> "3158 linear_146" [label="(768, 3072)", style=solid]; -"3158 linear_146" -> "3159 dropout_95" [label="(1, 7, 7, 768)", style=solid]; -"3159 dropout_95" -> "3162 layer_norm_51" [label="(1, 7, 7, 768)", style=solid]; -"3160 _param_constant395" -> "3162 layer_norm_51" [label="(768,)", style=solid]; -"3161 _param_constant396" -> "3162 layer_norm_51" [label="(768,)", style=solid]; -"3162 layer_norm_51" -> "3163 add_82" [label="(1, 7, 7, 768)", style=solid]; -"3163 add_82" -> "3166 layer_norm_52" [label="(1, 7, 7, 768)", style=solid]; -"3164 _param_constant397" -> "3166 layer_norm_52" [label="(768,)", style=solid]; -"3165 _param_constant398" -> "3166 layer_norm_52" [label="(768,)", style=solid]; -"3166 layer_norm_52" -> "3167 permute_108" [label="(1, 7, 7, 768)", style=solid]; -"3167 permute_108" -> "3168 adaptive_avg_pool2d" [label="(1, 768, 7, 7)", style=solid]; -"3168 adaptive_avg_pool2d" -> "3169 flatten" [label="(1, 768, 1, 1)", style=solid]; -"3169 flatten" -> "3171 flatten_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; -"3170 _param_constant400" -> "3179 linear_147" [label="(1000,)", style=solid]; -"3171 flatten_0_0_nncf_smooth_quant_0" -> "3172 quantize_per_tensor_default_148" [label="(1, 768)", style=solid]; -"3172 quantize_per_tensor_default_148" -> "3173 dequantize_per_tensor_default_148" [label="(1, 768)", style=solid]; -"3173 dequantize_per_tensor_default_148" -> "3179 linear_147" [label="(1, 768)", style=solid]; -"3174 linear_147_scale_0" -> "3177 quantize_per_channel_default_148" [label="(1000,)", style=solid]; -"3174 linear_147_scale_0" -> "3178 dequantize_per_channel_default_148" [label="(1000,)", style=solid]; -"3175 linear_147_zero_point_0" -> "3177 quantize_per_channel_default_148" [label="(1000,)", style=solid]; -"3175 linear_147_zero_point_0" -> "3178 dequantize_per_channel_default_148" [label="(1000,)", style=solid]; -"3176 compressed_weight_updated_constant148" -> "3177 quantize_per_channel_default_148" [label="(1000, 768)", style=solid]; -"3177 quantize_per_channel_default_148" -> "3178 dequantize_per_channel_default_148" [label="(1000, 768)", style=solid]; -"3178 dequantize_per_channel_default_148" -> "3179 linear_147" [label="(1000, 768)", style=solid]; -"3179 linear_147" -> "3180 output" [label="(1, 1000)", style=solid]; +"43 reshape" -> "44 reshape_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"44 reshape_0_0_nncf_smooth_quant_0" -> "45 quantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; +"45 quantize_per_tensor_default_1" -> "46 dequantize_per_tensor_default_1" [label="(49, 64, 96)", style=solid]; +"46 dequantize_per_tensor_default_1" -> "53 linear_2" [label="(49, 64, 96)", style=solid]; +"47 linear_2_scale_0" -> "50 quantize_per_channel_default_3" [label="(288,)", style=solid]; +"47 linear_2_scale_0" -> "51 dequantize_per_channel_default_3" [label="(288,)", style=solid]; +"48 linear_2_zero_point_0" -> "50 quantize_per_channel_default_3" [label="(288,)", style=solid]; +"48 linear_2_zero_point_0" -> "51 dequantize_per_channel_default_3" [label="(288,)", style=solid]; +"49 compressed_weight_updated_constant3" -> "50 quantize_per_channel_default_3" [label="(288, 96)", style=solid]; +"50 quantize_per_channel_default_3" -> "51 dequantize_per_channel_default_3" [label="(288, 96)", style=solid]; +"51 dequantize_per_channel_default_3" -> "53 linear_2" [label="(288, 96)", style=solid]; +"52 _param_constant7_0_0" -> "53 linear_2" [label="(288,)", style=solid]; +"53 linear_2" -> "54 reshape_1" [label="(49, 64, 288)", style=solid]; +"54 reshape_1" -> "55 permute_3" [label="(49, 64, 3, 3, 32)", style=solid]; +"55 permute_3" -> "56 select" [label="(3, 49, 3, 64, 32)", style=solid]; +"55 permute_3" -> "57 select_1" [label="(3, 49, 3, 64, 32)", style=solid]; +"55 permute_3" -> "58 select_2" [label="(3, 49, 3, 64, 32)", style=solid]; +"56 select" -> "59 linalg_vector_norm" [label="(49, 3, 64, 32)", style=solid]; +"56 select" -> "61 expand_as" [label="(49, 3, 64, 32)", style=solid]; +"56 select" -> "62 div" [label="(49, 3, 64, 32)", style=solid]; +"57 select_1" -> "65 linalg_vector_norm_1" [label="(49, 3, 64, 32)", style=solid]; +"57 select_1" -> "67 expand_as_1" [label="(49, 3, 64, 32)", style=solid]; +"57 select_1" -> "68 div_1" [label="(49, 3, 64, 32)", style=solid]; +"58 select_2" -> "80 matmul_1" [label="(49, 3, 64, 32)", style=solid]; +"59 linalg_vector_norm" -> "60 clamp_min" [label="(49, 3, 64, 1)", style=solid]; +"60 clamp_min" -> "61 expand_as" [label="(49, 3, 64, 1)", style=solid]; +"61 expand_as" -> "62 div" [label="(49, 3, 64, 32)", style=solid]; +"62 div" -> "63 quantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; +"63 quantize_per_tensor_default_2" -> "64 dequantize_per_tensor_default_2" [label="(49, 3, 64, 32)", style=solid]; +"64 dequantize_per_tensor_default_2" -> "72 matmul" [label="(49, 3, 64, 32)", style=solid]; +"65 linalg_vector_norm_1" -> "66 clamp_min_1" [label="(49, 3, 64, 1)", style=solid]; +"66 clamp_min_1" -> "67 expand_as_1" [label="(49, 3, 64, 1)", style=solid]; +"67 expand_as_1" -> "68 div_1" [label="(49, 3, 64, 32)", style=solid]; +"68 div_1" -> "69 quantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; +"69 quantize_per_tensor_default_3" -> "70 dequantize_per_tensor_default_3" [label="(49, 3, 64, 32)", style=solid]; +"70 dequantize_per_tensor_default_3" -> "71 transpose" [label="(49, 3, 64, 32)", style=solid]; +"71 transpose" -> "72 matmul" [label="(49, 3, 32, 64)", style=solid]; +"72 matmul" -> "76 mul_1" [label="(49, 3, 64, 64)", style=solid]; +"73 _param_constant9" -> "74 clamp" [label="(3, 1, 1)", style=solid]; +"74 clamp" -> "75 exp" [label="(3, 1, 1)", style=solid]; +"75 exp" -> "76 mul_1" [label="(3, 1, 1)", style=solid]; +"76 mul_1" -> "77 add" [label="(49, 3, 64, 64)", style=solid]; +"77 add" -> "78 softmax" [label="(49, 3, 64, 64)", style=solid]; +"78 softmax" -> "79 dropout" [label="(49, 3, 64, 64)", style=solid]; +"79 dropout" -> "80 matmul_1" [label="(49, 3, 64, 64)", style=solid]; +"80 matmul_1" -> "81 transpose_1" [label="(49, 3, 64, 32)", style=solid]; +"81 transpose_1" -> "82 reshape_2" [label="(49, 64, 3, 32)", style=solid]; +"82 reshape_2" -> "83 reshape_2_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"83 reshape_2_0_0_nncf_smooth_quant_0" -> "84 quantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; +"84 quantize_per_tensor_default_4" -> "85 dequantize_per_tensor_default_4" [label="(49, 64, 96)", style=solid]; +"85 dequantize_per_tensor_default_4" -> "92 linear_3" [label="(49, 64, 96)", style=solid]; +"86 linear_3_scale_0" -> "89 quantize_per_channel_default_4" [label="(96,)", style=solid]; +"86 linear_3_scale_0" -> "90 dequantize_per_channel_default_4" [label="(96,)", style=solid]; +"87 linear_3_zero_point_0" -> "89 quantize_per_channel_default_4" [label="(96,)", style=solid]; +"87 linear_3_zero_point_0" -> "90 dequantize_per_channel_default_4" [label="(96,)", style=solid]; +"88 compressed_weight_updated_constant4" -> "89 quantize_per_channel_default_4" [label="(96, 96)", style=solid]; +"89 quantize_per_channel_default_4" -> "90 dequantize_per_channel_default_4" [label="(96, 96)", style=solid]; +"90 dequantize_per_channel_default_4" -> "92 linear_3" [label="(96, 96)", style=solid]; +"91 _param_constant11_0_0" -> "92 linear_3" [label="(96,)", style=solid]; +"92 linear_3" -> "93 dropout_1" [label="(49, 64, 96)", style=solid]; +"93 dropout_1" -> "94 view_3" [label="(49, 64, 96)", style=solid]; +"94 view_3" -> "95 permute_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; +"95 permute_4" -> "96 reshape_3" [label="(1, 7, 8, 7, 8, 96)", style=solid]; +"96 reshape_3" -> "97 slice_2" [label="(1, 56, 56, 96)", style=solid]; +"97 slice_2" -> "98 slice_3" [label="(1, 56, 56, 96)", style=solid]; +"98 slice_3" -> "101 layer_norm_1" [label="(1, 56, 56, 96)", style=solid]; +"99 _param_constant12" -> "101 layer_norm_1" [label="(96,)", style=solid]; +"100 _param_constant13" -> "101 layer_norm_1" [label="(96,)", style=solid]; +"101 layer_norm_1" -> "102 add_1" [label="(1, 56, 56, 96)", style=solid]; +"102 add_1" -> "103 add_1_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 96)", style=solid]; +"102 add_1" -> "129 add_2" [label="(1, 56, 56, 96)", style=solid]; +"103 add_1_0_0_nncf_smooth_quant_0" -> "104 quantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; +"104 quantize_per_tensor_default_5" -> "105 dequantize_per_tensor_default_5" [label="(1, 56, 56, 96)", style=solid]; +"105 dequantize_per_tensor_default_5" -> "112 linear_4" [label="(1, 56, 56, 96)", style=solid]; +"106 linear_4_scale_0" -> "109 quantize_per_channel_default_5" [label="(384,)", style=solid]; +"106 linear_4_scale_0" -> "110 dequantize_per_channel_default_5" [label="(384,)", style=solid]; +"107 linear_4_zero_point_0" -> "109 quantize_per_channel_default_5" [label="(384,)", style=solid]; +"107 linear_4_zero_point_0" -> "110 dequantize_per_channel_default_5" [label="(384,)", style=solid]; +"108 compressed_weight_updated_constant5" -> "109 quantize_per_channel_default_5" [label="(384, 96)", style=solid]; +"109 quantize_per_channel_default_5" -> "110 dequantize_per_channel_default_5" [label="(384, 96)", style=solid]; +"110 dequantize_per_channel_default_5" -> "112 linear_4" [label="(384, 96)", style=solid]; +"111 _param_constant15_0_0" -> "112 linear_4" [label="(384,)", style=solid]; +"112 linear_4" -> "113 gelu" [label="(1, 56, 56, 384)", style=solid]; +"113 gelu" -> "114 dropout_2" [label="(1, 56, 56, 384)", style=solid]; +"114 dropout_2" -> "115 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; +"115 dropout_2_0_0_nncf_smooth_quant_0" -> "116 quantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; +"116 quantize_per_tensor_default_6" -> "117 dequantize_per_tensor_default_6" [label="(1, 56, 56, 384)", style=solid]; +"117 dequantize_per_tensor_default_6" -> "124 linear_5" [label="(1, 56, 56, 384)", style=solid]; +"118 linear_5_scale_0" -> "121 quantize_per_channel_default_6" [label="(96,)", style=solid]; +"118 linear_5_scale_0" -> "122 dequantize_per_channel_default_6" [label="(96,)", style=solid]; +"119 linear_5_zero_point_0" -> "121 quantize_per_channel_default_6" [label="(96,)", style=solid]; +"119 linear_5_zero_point_0" -> "122 dequantize_per_channel_default_6" [label="(96,)", style=solid]; +"120 compressed_weight_updated_constant6" -> "121 quantize_per_channel_default_6" [label="(96, 384)", style=solid]; +"121 quantize_per_channel_default_6" -> "122 dequantize_per_channel_default_6" [label="(96, 384)", style=solid]; +"122 dequantize_per_channel_default_6" -> "124 linear_5" [label="(96, 384)", style=solid]; +"123 _param_constant17_0_0" -> "124 linear_5" [label="(96,)", style=solid]; +"124 linear_5" -> "125 dropout_3" [label="(1, 56, 56, 96)", style=solid]; +"125 dropout_3" -> "128 layer_norm_2" [label="(1, 56, 56, 96)", style=solid]; +"126 _param_constant18" -> "128 layer_norm_2" [label="(96,)", style=solid]; +"127 _param_constant19" -> "128 layer_norm_2" [label="(96,)", style=solid]; +"128 layer_norm_2" -> "129 add_2" [label="(1, 56, 56, 96)", style=solid]; +"129 add_2" -> "156 pad_1" [label="(1, 56, 56, 96)", style=solid]; +"129 add_2" -> "236 add_5" [label="(1, 56, 56, 96)", style=solid]; +"130 _tensor_constant2" -> "131 _tensor_constant2_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"131 _tensor_constant2_0_0_nncf_smooth_quant_0" -> "138 linear_6" [label="(1, 15, 15, 2)", style=solid]; +"132 linear_6_scale_0" -> "135 quantize_per_channel_default_7" [label="(512,)", style=solid]; +"132 linear_6_scale_0" -> "136 dequantize_per_channel_default_7" [label="(512,)", style=solid]; +"133 linear_6_zero_point_0" -> "135 quantize_per_channel_default_7" [label="(512,)", style=solid]; +"133 linear_6_zero_point_0" -> "136 dequantize_per_channel_default_7" [label="(512,)", style=solid]; +"134 compressed_weight_updated_constant7" -> "135 quantize_per_channel_default_7" [label="(512, 2)", style=solid]; +"135 quantize_per_channel_default_7" -> "136 dequantize_per_channel_default_7" [label="(512, 2)", style=solid]; +"136 dequantize_per_channel_default_7" -> "138 linear_6" [label="(512, 2)", style=solid]; +"137 _param_constant21_0_0" -> "138 linear_6" [label="(512,)", style=solid]; +"138 linear_6" -> "139 relu__1" [label="(1, 15, 15, 512)", style=solid]; +"139 relu__1" -> "140 relu__1_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"140 relu__1_0_0_nncf_smooth_quant_0" -> "146 linear_7" [label="(1, 15, 15, 512)", style=solid]; +"141 linear_7_scale_0" -> "144 quantize_per_channel_default_8" [label="(3,)", style=solid]; +"141 linear_7_scale_0" -> "145 dequantize_per_channel_default_8" [label="(3,)", style=solid]; +"142 linear_7_zero_point_0" -> "144 quantize_per_channel_default_8" [label="(3,)", style=solid]; +"142 linear_7_zero_point_0" -> "145 dequantize_per_channel_default_8" [label="(3,)", style=solid]; +"143 compressed_weight_updated_constant8" -> "144 quantize_per_channel_default_8" [label="(3, 512)", style=solid]; +"144 quantize_per_channel_default_8" -> "145 dequantize_per_channel_default_8" [label="(3, 512)", style=solid]; +"145 dequantize_per_channel_default_8" -> "146 linear_7" [label="(3, 512)", style=solid]; +"146 linear_7" -> "147 view_4" [label="(1, 15, 15, 3)", style=solid]; +"147 view_4" -> "149 index_1" [label="(225, 3)", style=solid]; +"148 _tensor_constant3" -> "149 index_1" [label="(4096,)", style=solid]; +"149 index_1" -> "150 view_5" [label="(4096, 3)", style=solid]; +"150 view_5" -> "151 permute_5" [label="(64, 64, 3)", style=solid]; +"151 permute_5" -> "152 contiguous_1" [label="(3, 64, 64)", style=solid]; +"152 contiguous_1" -> "153 unsqueeze_1" [label="(3, 64, 64)", style=solid]; +"153 unsqueeze_1" -> "154 sigmoid_1" [label="(1, 3, 64, 64)", style=solid]; +"154 sigmoid_1" -> "155 mul_2" [label="(1, 3, 64, 64)", style=solid]; +"155 mul_2" -> "194 add_3" [label="(1, 3, 64, 64)", style=solid]; +"156 pad_1" -> "157 roll" [label="(1, 56, 56, 96)", style=solid]; +"157 roll" -> "158 view_6" [label="(1, 56, 56, 96)", style=solid]; +"158 view_6" -> "159 permute_6" [label="(1, 7, 8, 7, 8, 96)", style=solid]; +"159 permute_6" -> "160 reshape_4" [label="(1, 7, 7, 8, 8, 96)", style=solid]; +"160 reshape_4" -> "161 reshape_4_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"160 reshape_4" -> "195 new_zeros" [label="(49, 64, 96)", style=solid]; +"161 reshape_4_0_0_nncf_smooth_quant_0" -> "162 quantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; +"162 quantize_per_tensor_default_7" -> "163 dequantize_per_tensor_default_7" [label="(49, 64, 96)", style=solid]; +"163 dequantize_per_tensor_default_7" -> "170 linear_8" [label="(49, 64, 96)", style=solid]; +"164 linear_8_scale_0" -> "167 quantize_per_channel_default_9" [label="(288,)", style=solid]; +"164 linear_8_scale_0" -> "168 dequantize_per_channel_default_9" [label="(288,)", style=solid]; +"165 linear_8_zero_point_0" -> "167 quantize_per_channel_default_9" [label="(288,)", style=solid]; +"165 linear_8_zero_point_0" -> "168 dequantize_per_channel_default_9" [label="(288,)", style=solid]; +"166 compressed_weight_updated_constant9" -> "167 quantize_per_channel_default_9" [label="(288, 96)", style=solid]; +"167 quantize_per_channel_default_9" -> "168 dequantize_per_channel_default_9" [label="(288, 96)", style=solid]; +"168 dequantize_per_channel_default_9" -> "170 linear_8" [label="(288, 96)", style=solid]; +"169 _param_constant23_0_0" -> "170 linear_8" [label="(288,)", style=solid]; +"170 linear_8" -> "171 reshape_5" [label="(49, 64, 288)", style=solid]; +"171 reshape_5" -> "172 permute_7" [label="(49, 64, 3, 3, 32)", style=solid]; +"172 permute_7" -> "173 select_3" [label="(3, 49, 3, 64, 32)", style=solid]; +"172 permute_7" -> "174 select_4" [label="(3, 49, 3, 64, 32)", style=solid]; +"172 permute_7" -> "175 select_5" [label="(3, 49, 3, 64, 32)", style=solid]; +"173 select_3" -> "176 linalg_vector_norm_2" [label="(49, 3, 64, 32)", style=solid]; +"173 select_3" -> "178 expand_as_2" [label="(49, 3, 64, 32)", style=solid]; +"173 select_3" -> "179 div_2" [label="(49, 3, 64, 32)", style=solid]; +"174 select_4" -> "182 linalg_vector_norm_3" [label="(49, 3, 64, 32)", style=solid]; +"174 select_4" -> "184 expand_as_3" [label="(49, 3, 64, 32)", style=solid]; +"174 select_4" -> "185 div_3" [label="(49, 3, 64, 32)", style=solid]; +"175 select_5" -> "213 matmul_3" [label="(49, 3, 64, 32)", style=solid]; +"176 linalg_vector_norm_2" -> "177 clamp_min_2" [label="(49, 3, 64, 1)", style=solid]; +"177 clamp_min_2" -> "178 expand_as_2" [label="(49, 3, 64, 1)", style=solid]; +"178 expand_as_2" -> "179 div_2" [label="(49, 3, 64, 32)", style=solid]; +"179 div_2" -> "180 quantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; +"180 quantize_per_tensor_default_8" -> "181 dequantize_per_tensor_default_8" [label="(49, 3, 64, 32)", style=solid]; +"181 dequantize_per_tensor_default_8" -> "189 matmul_2" [label="(49, 3, 64, 32)", style=solid]; +"182 linalg_vector_norm_3" -> "183 clamp_min_3" [label="(49, 3, 64, 1)", style=solid]; +"183 clamp_min_3" -> "184 expand_as_3" [label="(49, 3, 64, 1)", style=solid]; +"184 expand_as_3" -> "185 div_3" [label="(49, 3, 64, 32)", style=solid]; +"185 div_3" -> "186 quantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; +"186 quantize_per_tensor_default_9" -> "187 dequantize_per_tensor_default_9" [label="(49, 3, 64, 32)", style=solid]; +"187 dequantize_per_tensor_default_9" -> "188 transpose_2" [label="(49, 3, 64, 32)", style=solid]; +"188 transpose_2" -> "189 matmul_2" [label="(49, 3, 32, 64)", style=solid]; +"189 matmul_2" -> "193 mul_3" [label="(49, 3, 64, 64)", style=solid]; +"190 _param_constant25" -> "191 clamp_1" [label="(3, 1, 1)", style=solid]; +"191 clamp_1" -> "192 exp_1" [label="(3, 1, 1)", style=solid]; +"192 exp_1" -> "193 mul_3" [label="(3, 1, 1)", style=solid]; +"193 mul_3" -> "194 add_3" [label="(49, 3, 64, 64)", style=solid]; +"194 add_3" -> "206 view_8" [label="(49, 3, 64, 64)", style=solid]; +"195 new_zeros" -> "196 view_7" [label="(56, 56)", style=solid]; +"196 view_7" -> "197 permute_8" [label="(7, 8, 7, 8)", style=solid]; +"197 permute_8" -> "198 reshape_6" [label="(7, 7, 8, 8)", style=solid]; +"198 reshape_6" -> "199 unsqueeze_2" [label="(49, 64)", style=solid]; +"198 reshape_6" -> "200 unsqueeze_3" [label="(49, 64)", style=solid]; +"199 unsqueeze_2" -> "201 sub" [label="(49, 1, 64)", style=solid]; +"200 unsqueeze_3" -> "201 sub" [label="(49, 64, 1)", style=solid]; +"201 sub" -> "202 ne" [label="(49, 64, 64)", style=solid]; +"201 sub" -> "203 masked_fill" [label="(49, 64, 64)", style=solid]; +"201 sub" -> "204 eq" [label="(49, 64, 64)", style=solid]; +"202 ne" -> "203 masked_fill" [label="(49, 64, 64)", style=solid]; +"203 masked_fill" -> "205 masked_fill_1" [label="(49, 64, 64)", style=solid]; +"204 eq" -> "205 masked_fill_1" [label="(49, 64, 64)", style=solid]; +"205 masked_fill_1" -> "207 unsqueeze_4" [label="(49, 64, 64)", style=solid]; +"206 view_8" -> "209 add_4" [label="(1, 49, 3, 64, 64)", style=solid]; +"207 unsqueeze_4" -> "208 unsqueeze_5" [label="(49, 1, 64, 64)", style=solid]; +"208 unsqueeze_5" -> "209 add_4" [label="(1, 49, 1, 64, 64)", style=solid]; +"209 add_4" -> "210 view_9" [label="(1, 49, 3, 64, 64)", style=solid]; +"210 view_9" -> "211 softmax_1" [label="(49, 3, 64, 64)", style=solid]; +"211 softmax_1" -> "212 dropout_4" [label="(49, 3, 64, 64)", style=solid]; +"212 dropout_4" -> "213 matmul_3" [label="(49, 3, 64, 64)", style=solid]; +"213 matmul_3" -> "214 transpose_3" [label="(49, 3, 64, 32)", style=solid]; +"214 transpose_3" -> "215 reshape_7" [label="(49, 64, 3, 32)", style=solid]; +"215 reshape_7" -> "216 reshape_7_0_0_nncf_smooth_quant_0" [label="(49, 64, 96)", style=solid]; +"216 reshape_7_0_0_nncf_smooth_quant_0" -> "217 quantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; +"217 quantize_per_tensor_default_10" -> "218 dequantize_per_tensor_default_10" [label="(49, 64, 96)", style=solid]; +"218 dequantize_per_tensor_default_10" -> "225 linear_9" [label="(49, 64, 96)", style=solid]; +"219 linear_9_scale_0" -> "222 quantize_per_channel_default_10" [label="(96,)", style=solid]; +"219 linear_9_scale_0" -> "223 dequantize_per_channel_default_10" [label="(96,)", style=solid]; +"220 linear_9_zero_point_0" -> "222 quantize_per_channel_default_10" [label="(96,)", style=solid]; +"220 linear_9_zero_point_0" -> "223 dequantize_per_channel_default_10" [label="(96,)", style=solid]; +"221 compressed_weight_updated_constant10" -> "222 quantize_per_channel_default_10" [label="(96, 96)", style=solid]; +"222 quantize_per_channel_default_10" -> "223 dequantize_per_channel_default_10" [label="(96, 96)", style=solid]; +"223 dequantize_per_channel_default_10" -> "225 linear_9" [label="(96, 96)", style=solid]; +"224 _param_constant27_0_0" -> "225 linear_9" [label="(96,)", style=solid]; +"225 linear_9" -> "226 dropout_5" [label="(49, 64, 96)", style=solid]; +"226 dropout_5" -> "227 view_10" [label="(49, 64, 96)", style=solid]; +"227 view_10" -> "228 permute_9" [label="(1, 7, 7, 8, 8, 96)", style=solid]; +"228 permute_9" -> "229 reshape_8" [label="(1, 7, 8, 7, 8, 96)", style=solid]; +"229 reshape_8" -> "230 roll_1" [label="(1, 56, 56, 96)", style=solid]; +"230 roll_1" -> "231 slice_23" [label="(1, 56, 56, 96)", style=solid]; +"231 slice_23" -> "232 slice_24" [label="(1, 56, 56, 96)", style=solid]; +"232 slice_24" -> "235 layer_norm_3" [label="(1, 56, 56, 96)", style=solid]; +"233 _param_constant28" -> "235 layer_norm_3" [label="(96,)", style=solid]; +"234 _param_constant29" -> "235 layer_norm_3" [label="(96,)", style=solid]; +"235 layer_norm_3" -> "236 add_5" [label="(1, 56, 56, 96)", style=solid]; +"236 add_5" -> "237 add_5_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 96)", style=solid]; +"236 add_5" -> "263 add_6" [label="(1, 56, 56, 96)", style=solid]; +"237 add_5_0_0_nncf_smooth_quant_0" -> "238 quantize_per_tensor_default_11" [label="(1, 56, 56, 96)", style=solid]; +"238 quantize_per_tensor_default_11" -> "239 dequantize_per_tensor_default_11" [label="(1, 56, 56, 96)", style=solid]; +"239 dequantize_per_tensor_default_11" -> "246 linear_10" [label="(1, 56, 56, 96)", style=solid]; +"240 linear_10_scale_0" -> "243 quantize_per_channel_default_11" [label="(384,)", style=solid]; +"240 linear_10_scale_0" -> "244 dequantize_per_channel_default_11" [label="(384,)", style=solid]; +"241 linear_10_zero_point_0" -> "243 quantize_per_channel_default_11" [label="(384,)", style=solid]; +"241 linear_10_zero_point_0" -> "244 dequantize_per_channel_default_11" [label="(384,)", style=solid]; +"242 compressed_weight_updated_constant11" -> "243 quantize_per_channel_default_11" [label="(384, 96)", style=solid]; +"243 quantize_per_channel_default_11" -> "244 dequantize_per_channel_default_11" [label="(384, 96)", style=solid]; +"244 dequantize_per_channel_default_11" -> "246 linear_10" [label="(384, 96)", style=solid]; +"245 _param_constant31_0_0" -> "246 linear_10" [label="(384,)", style=solid]; +"246 linear_10" -> "247 gelu_1" [label="(1, 56, 56, 384)", style=solid]; +"247 gelu_1" -> "248 dropout_6" [label="(1, 56, 56, 384)", style=solid]; +"248 dropout_6" -> "249 dropout_6_0_0_nncf_smooth_quant_0" [label="(1, 56, 56, 384)", style=solid]; +"249 dropout_6_0_0_nncf_smooth_quant_0" -> "250 quantize_per_tensor_default_12" [label="(1, 56, 56, 384)", style=solid]; +"250 quantize_per_tensor_default_12" -> "251 dequantize_per_tensor_default_12" [label="(1, 56, 56, 384)", style=solid]; +"251 dequantize_per_tensor_default_12" -> "258 linear_11" [label="(1, 56, 56, 384)", style=solid]; +"252 linear_11_scale_0" -> "255 quantize_per_channel_default_12" [label="(96,)", style=solid]; +"252 linear_11_scale_0" -> "256 dequantize_per_channel_default_12" [label="(96,)", style=solid]; +"253 linear_11_zero_point_0" -> "255 quantize_per_channel_default_12" [label="(96,)", style=solid]; +"253 linear_11_zero_point_0" -> "256 dequantize_per_channel_default_12" [label="(96,)", style=solid]; +"254 compressed_weight_updated_constant12" -> "255 quantize_per_channel_default_12" [label="(96, 384)", style=solid]; +"255 quantize_per_channel_default_12" -> "256 dequantize_per_channel_default_12" [label="(96, 384)", style=solid]; +"256 dequantize_per_channel_default_12" -> "258 linear_11" [label="(96, 384)", style=solid]; +"257 _param_constant33_0_0" -> "258 linear_11" [label="(96,)", style=solid]; +"258 linear_11" -> "259 dropout_7" [label="(1, 56, 56, 96)", style=solid]; +"259 dropout_7" -> "262 layer_norm_4" [label="(1, 56, 56, 96)", style=solid]; +"260 _param_constant34" -> "262 layer_norm_4" [label="(96,)", style=solid]; +"261 _param_constant35" -> "262 layer_norm_4" [label="(96,)", style=solid]; +"262 layer_norm_4" -> "263 add_6" [label="(1, 56, 56, 96)", style=solid]; +"263 add_6" -> "264 pad_2" [label="(1, 56, 56, 96)", style=solid]; +"264 pad_2" -> "265 slice_25" [label="(1, 56, 56, 96)", style=solid]; +"264 pad_2" -> "268 slice_28" [label="(1, 56, 56, 96)", style=solid]; +"264 pad_2" -> "271 slice_31" [label="(1, 56, 56, 96)", style=solid]; +"264 pad_2" -> "274 slice_34" [label="(1, 56, 56, 96)", style=solid]; +"265 slice_25" -> "266 slice_26" [label="(1, 28, 56, 96)", style=solid]; +"266 slice_26" -> "267 slice_27" [label="(1, 28, 28, 96)", style=solid]; +"267 slice_27" -> "277 cat" [label="(1, 28, 28, 96)", style=solid]; +"268 slice_28" -> "269 slice_29" [label="(1, 28, 56, 96)", style=solid]; +"269 slice_29" -> "270 slice_30" [label="(1, 28, 28, 96)", style=solid]; +"270 slice_30" -> "277 cat" [label="(1, 28, 28, 96)", style=solid]; +"271 slice_31" -> "272 slice_32" [label="(1, 28, 56, 96)", style=solid]; +"272 slice_32" -> "273 slice_33" [label="(1, 28, 28, 96)", style=solid]; +"273 slice_33" -> "277 cat" [label="(1, 28, 28, 96)", style=solid]; +"274 slice_34" -> "275 slice_35" [label="(1, 28, 56, 96)", style=solid]; +"275 slice_35" -> "276 slice_36" [label="(1, 28, 28, 96)", style=solid]; +"276 slice_36" -> "277 cat" [label="(1, 28, 28, 96)", style=solid]; +"277 cat" -> "278 cat_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 384)", style=solid]; +"278 cat_0_0_nncf_smooth_quant_0" -> "279 quantize_per_tensor_default_13" [label="(1, 28, 28, 384)", style=solid]; +"279 quantize_per_tensor_default_13" -> "280 dequantize_per_tensor_default_13" [label="(1, 28, 28, 384)", style=solid]; +"280 dequantize_per_tensor_default_13" -> "286 linear_12" [label="(1, 28, 28, 384)", style=solid]; +"281 linear_12_scale_0" -> "284 quantize_per_channel_default_13" [label="(192,)", style=solid]; +"281 linear_12_scale_0" -> "285 dequantize_per_channel_default_13" [label="(192,)", style=solid]; +"282 linear_12_zero_point_0" -> "284 quantize_per_channel_default_13" [label="(192,)", style=solid]; +"282 linear_12_zero_point_0" -> "285 dequantize_per_channel_default_13" [label="(192,)", style=solid]; +"283 compressed_weight_updated_constant13" -> "284 quantize_per_channel_default_13" [label="(192, 384)", style=solid]; +"284 quantize_per_channel_default_13" -> "285 dequantize_per_channel_default_13" [label="(192, 384)", style=solid]; +"285 dequantize_per_channel_default_13" -> "286 linear_12" [label="(192, 384)", style=solid]; +"286 linear_12" -> "289 layer_norm_5" [label="(1, 28, 28, 192)", style=solid]; +"287 _param_constant37" -> "289 layer_norm_5" [label="(192,)", style=solid]; +"288 _param_constant38" -> "289 layer_norm_5" [label="(192,)", style=solid]; +"289 layer_norm_5" -> "316 pad_3" [label="(1, 28, 28, 192)", style=solid]; +"289 layer_norm_5" -> "381 add_8" [label="(1, 28, 28, 192)", style=solid]; +"290 _tensor_constant13" -> "291 _tensor_constant13_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"291 _tensor_constant13_0_0_nncf_smooth_quant_0" -> "298 linear_13" [label="(1, 15, 15, 2)", style=solid]; +"292 linear_13_scale_0" -> "295 quantize_per_channel_default_14" [label="(512,)", style=solid]; +"292 linear_13_scale_0" -> "296 dequantize_per_channel_default_14" [label="(512,)", style=solid]; +"293 linear_13_zero_point_0" -> "295 quantize_per_channel_default_14" [label="(512,)", style=solid]; +"293 linear_13_zero_point_0" -> "296 dequantize_per_channel_default_14" [label="(512,)", style=solid]; +"294 compressed_weight_updated_constant14" -> "295 quantize_per_channel_default_14" [label="(512, 2)", style=solid]; +"295 quantize_per_channel_default_14" -> "296 dequantize_per_channel_default_14" [label="(512, 2)", style=solid]; +"296 dequantize_per_channel_default_14" -> "298 linear_13" [label="(512, 2)", style=solid]; +"297 _param_constant40_0_0" -> "298 linear_13" [label="(512,)", style=solid]; +"298 linear_13" -> "299 relu__2" [label="(1, 15, 15, 512)", style=solid]; +"299 relu__2" -> "300 relu__2_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"300 relu__2_0_0_nncf_smooth_quant_0" -> "306 linear_14" [label="(1, 15, 15, 512)", style=solid]; +"301 linear_14_scale_0" -> "304 quantize_per_channel_default_15" [label="(6,)", style=solid]; +"301 linear_14_scale_0" -> "305 dequantize_per_channel_default_15" [label="(6,)", style=solid]; +"302 linear_14_zero_point_0" -> "304 quantize_per_channel_default_15" [label="(6,)", style=solid]; +"302 linear_14_zero_point_0" -> "305 dequantize_per_channel_default_15" [label="(6,)", style=solid]; +"303 compressed_weight_updated_constant15" -> "304 quantize_per_channel_default_15" [label="(6, 512)", style=solid]; +"304 quantize_per_channel_default_15" -> "305 dequantize_per_channel_default_15" [label="(6, 512)", style=solid]; +"305 dequantize_per_channel_default_15" -> "306 linear_14" [label="(6, 512)", style=solid]; +"306 linear_14" -> "307 view_11" [label="(1, 15, 15, 6)", style=solid]; +"307 view_11" -> "309 index_2" [label="(225, 6)", style=solid]; +"308 _tensor_constant14" -> "309 index_2" [label="(4096,)", style=solid]; +"309 index_2" -> "310 view_12" [label="(4096, 6)", style=solid]; +"310 view_12" -> "311 permute_10" [label="(64, 64, 6)", style=solid]; +"311 permute_10" -> "312 contiguous_2" [label="(6, 64, 64)", style=solid]; +"312 contiguous_2" -> "313 unsqueeze_6" [label="(6, 64, 64)", style=solid]; +"313 unsqueeze_6" -> "314 sigmoid_2" [label="(1, 6, 64, 64)", style=solid]; +"314 sigmoid_2" -> "315 mul_4" [label="(1, 6, 64, 64)", style=solid]; +"315 mul_4" -> "353 add_7" [label="(1, 6, 64, 64)", style=solid]; +"316 pad_3" -> "317 view_13" [label="(1, 32, 32, 192)", style=solid]; +"317 view_13" -> "318 permute_11" [label="(1, 4, 8, 4, 8, 192)", style=solid]; +"318 permute_11" -> "319 reshape_9" [label="(1, 4, 4, 8, 8, 192)", style=solid]; +"319 reshape_9" -> "320 reshape_9_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; +"320 reshape_9_0_0_nncf_smooth_quant_0" -> "321 quantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; +"321 quantize_per_tensor_default_14" -> "322 dequantize_per_tensor_default_14" [label="(16, 64, 192)", style=solid]; +"322 dequantize_per_tensor_default_14" -> "329 linear_15" [label="(16, 64, 192)", style=solid]; +"323 linear_15_scale_0" -> "326 quantize_per_channel_default_16" [label="(576,)", style=solid]; +"323 linear_15_scale_0" -> "327 dequantize_per_channel_default_16" [label="(576,)", style=solid]; +"324 linear_15_zero_point_0" -> "326 quantize_per_channel_default_16" [label="(576,)", style=solid]; +"324 linear_15_zero_point_0" -> "327 dequantize_per_channel_default_16" [label="(576,)", style=solid]; +"325 compressed_weight_updated_constant16" -> "326 quantize_per_channel_default_16" [label="(576, 192)", style=solid]; +"326 quantize_per_channel_default_16" -> "327 dequantize_per_channel_default_16" [label="(576, 192)", style=solid]; +"327 dequantize_per_channel_default_16" -> "329 linear_15" [label="(576, 192)", style=solid]; +"328 _param_constant42_0_0" -> "329 linear_15" [label="(576,)", style=solid]; +"329 linear_15" -> "330 reshape_10" [label="(16, 64, 576)", style=solid]; +"330 reshape_10" -> "331 permute_12" [label="(16, 64, 3, 6, 32)", style=solid]; +"331 permute_12" -> "332 select_6" [label="(3, 16, 6, 64, 32)", style=solid]; +"331 permute_12" -> "333 select_7" [label="(3, 16, 6, 64, 32)", style=solid]; +"331 permute_12" -> "334 select_8" [label="(3, 16, 6, 64, 32)", style=solid]; +"332 select_6" -> "335 linalg_vector_norm_4" [label="(16, 6, 64, 32)", style=solid]; +"332 select_6" -> "337 expand_as_4" [label="(16, 6, 64, 32)", style=solid]; +"332 select_6" -> "338 div_4" [label="(16, 6, 64, 32)", style=solid]; +"333 select_7" -> "341 linalg_vector_norm_5" [label="(16, 6, 64, 32)", style=solid]; +"333 select_7" -> "343 expand_as_5" [label="(16, 6, 64, 32)", style=solid]; +"333 select_7" -> "344 div_5" [label="(16, 6, 64, 32)", style=solid]; +"334 select_8" -> "356 matmul_5" [label="(16, 6, 64, 32)", style=solid]; +"335 linalg_vector_norm_4" -> "336 clamp_min_4" [label="(16, 6, 64, 1)", style=solid]; +"336 clamp_min_4" -> "337 expand_as_4" [label="(16, 6, 64, 1)", style=solid]; +"337 expand_as_4" -> "338 div_4" [label="(16, 6, 64, 32)", style=solid]; +"338 div_4" -> "339 quantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; +"339 quantize_per_tensor_default_15" -> "340 dequantize_per_tensor_default_15" [label="(16, 6, 64, 32)", style=solid]; +"340 dequantize_per_tensor_default_15" -> "348 matmul_4" [label="(16, 6, 64, 32)", style=solid]; +"341 linalg_vector_norm_5" -> "342 clamp_min_5" [label="(16, 6, 64, 1)", style=solid]; +"342 clamp_min_5" -> "343 expand_as_5" [label="(16, 6, 64, 1)", style=solid]; +"343 expand_as_5" -> "344 div_5" [label="(16, 6, 64, 32)", style=solid]; +"344 div_5" -> "345 quantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; +"345 quantize_per_tensor_default_16" -> "346 dequantize_per_tensor_default_16" [label="(16, 6, 64, 32)", style=solid]; +"346 dequantize_per_tensor_default_16" -> "347 transpose_4" [label="(16, 6, 64, 32)", style=solid]; +"347 transpose_4" -> "348 matmul_4" [label="(16, 6, 32, 64)", style=solid]; +"348 matmul_4" -> "352 mul_5" [label="(16, 6, 64, 64)", style=solid]; +"349 _param_constant44" -> "350 clamp_2" [label="(6, 1, 1)", style=solid]; +"350 clamp_2" -> "351 exp_2" [label="(6, 1, 1)", style=solid]; +"351 exp_2" -> "352 mul_5" [label="(6, 1, 1)", style=solid]; +"352 mul_5" -> "353 add_7" [label="(16, 6, 64, 64)", style=solid]; +"353 add_7" -> "354 softmax_2" [label="(16, 6, 64, 64)", style=solid]; +"354 softmax_2" -> "355 dropout_8" [label="(16, 6, 64, 64)", style=solid]; +"355 dropout_8" -> "356 matmul_5" [label="(16, 6, 64, 64)", style=solid]; +"356 matmul_5" -> "357 transpose_5" [label="(16, 6, 64, 32)", style=solid]; +"357 transpose_5" -> "358 reshape_11" [label="(16, 64, 6, 32)", style=solid]; +"358 reshape_11" -> "359 reshape_11_0_0_nncf_smooth_quant_0" [label="(16, 64, 192)", style=solid]; +"359 reshape_11_0_0_nncf_smooth_quant_0" -> "360 quantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; +"360 quantize_per_tensor_default_17" -> "361 dequantize_per_tensor_default_17" [label="(16, 64, 192)", style=solid]; +"361 dequantize_per_tensor_default_17" -> "368 linear_16" [label="(16, 64, 192)", style=solid]; +"362 linear_16_scale_0" -> "365 quantize_per_channel_default_17" [label="(192,)", style=solid]; +"362 linear_16_scale_0" -> "366 dequantize_per_channel_default_17" [label="(192,)", style=solid]; +"363 linear_16_zero_point_0" -> "365 quantize_per_channel_default_17" [label="(192,)", style=solid]; +"363 linear_16_zero_point_0" -> "366 dequantize_per_channel_default_17" [label="(192,)", style=solid]; +"364 compressed_weight_updated_constant17" -> "365 quantize_per_channel_default_17" [label="(192, 192)", style=solid]; +"365 quantize_per_channel_default_17" -> "366 dequantize_per_channel_default_17" [label="(192, 192)", style=solid]; +"366 dequantize_per_channel_default_17" -> "368 linear_16" [label="(192, 192)", style=solid]; +"367 _param_constant46_0_0" -> "368 linear_16" [label="(192,)", style=solid]; +"368 linear_16" -> "369 dropout_9" [label="(16, 64, 192)", style=solid]; +"369 dropout_9" -> "370 view_14" [label="(16, 64, 192)", style=solid]; +"370 view_14" -> "371 permute_13" [label="(1, 4, 4, 8, 8, 192)", style=solid]; +"371 permute_13" -> "372 reshape_12" [label="(1, 4, 8, 4, 8, 192)", style=solid]; +"372 reshape_12" -> "373 slice_38" [label="(1, 32, 32, 192)", style=solid]; +"373 slice_38" -> "374 slice_39" [label="(1, 32, 32, 192)", style=solid]; +"374 slice_39" -> "375 slice_40" [label="(1, 28, 32, 192)", style=solid]; +"375 slice_40" -> "376 slice_41" [label="(1, 28, 28, 192)", style=solid]; +"376 slice_41" -> "377 contiguous_3" [label="(1, 28, 28, 192)", style=solid]; +"377 contiguous_3" -> "380 layer_norm_6" [label="(1, 28, 28, 192)", style=solid]; +"378 _param_constant47" -> "380 layer_norm_6" [label="(192,)", style=solid]; +"379 _param_constant48" -> "380 layer_norm_6" [label="(192,)", style=solid]; +"380 layer_norm_6" -> "381 add_8" [label="(1, 28, 28, 192)", style=solid]; +"381 add_8" -> "382 add_8_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 192)", style=solid]; +"381 add_8" -> "408 add_9" [label="(1, 28, 28, 192)", style=solid]; +"382 add_8_0_0_nncf_smooth_quant_0" -> "383 quantize_per_tensor_default_18" [label="(1, 28, 28, 192)", style=solid]; +"383 quantize_per_tensor_default_18" -> "384 dequantize_per_tensor_default_18" [label="(1, 28, 28, 192)", style=solid]; +"384 dequantize_per_tensor_default_18" -> "391 linear_17" [label="(1, 28, 28, 192)", style=solid]; +"385 linear_17_scale_0" -> "388 quantize_per_channel_default_18" [label="(768,)", style=solid]; +"385 linear_17_scale_0" -> "389 dequantize_per_channel_default_18" [label="(768,)", style=solid]; +"386 linear_17_zero_point_0" -> "388 quantize_per_channel_default_18" [label="(768,)", style=solid]; +"386 linear_17_zero_point_0" -> "389 dequantize_per_channel_default_18" [label="(768,)", style=solid]; +"387 compressed_weight_updated_constant18" -> "388 quantize_per_channel_default_18" [label="(768, 192)", style=solid]; +"388 quantize_per_channel_default_18" -> "389 dequantize_per_channel_default_18" [label="(768, 192)", style=solid]; +"389 dequantize_per_channel_default_18" -> "391 linear_17" [label="(768, 192)", style=solid]; +"390 _param_constant50_0_0" -> "391 linear_17" [label="(768,)", style=solid]; +"391 linear_17" -> "392 gelu_2" [label="(1, 28, 28, 768)", style=solid]; +"392 gelu_2" -> "393 dropout_10" [label="(1, 28, 28, 768)", style=solid]; +"393 dropout_10" -> "394 dropout_10_0_0_nncf_smooth_quant_0" [label="(1, 28, 28, 768)", style=solid]; +"394 dropout_10_0_0_nncf_smooth_quant_0" -> "395 quantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; +"395 quantize_per_tensor_default_19" -> "396 dequantize_per_tensor_default_19" [label="(1, 28, 28, 768)", style=solid]; +"396 dequantize_per_tensor_default_19" -> "403 linear_18" [label="(1, 28, 28, 768)", style=solid]; +"397 linear_18_scale_0" -> "400 quantize_per_channel_default_19" [label="(192,)", style=solid]; +"397 linear_18_scale_0" -> "401 dequantize_per_channel_default_19" [label="(192,)", style=solid]; +"398 linear_18_zero_point_0" -> "400 quantize_per_channel_default_19" [label="(192,)", style=solid]; +"398 linear_18_zero_point_0" -> "401 dequantize_per_channel_default_19" [label="(192,)", style=solid]; +"399 compressed_weight_updated_constant19" -> "400 quantize_per_channel_default_19" [label="(192, 768)", style=solid]; +"400 quantize_per_channel_default_19" -> "401 dequantize_per_channel_default_19" [label="(192, 768)", style=solid]; +"401 dequantize_per_channel_default_19" -> "403 linear_18" [label="(192, 768)", style=solid]; +"402 _param_constant52_0_0" -> "403 linear_18" [label="(192,)", style=solid]; +"403 linear_18" -> "404 dropout_11" [label="(1, 28, 28, 192)", style=solid]; +"404 dropout_11" -> "407 layer_norm_7" [label="(1, 28, 28, 192)", style=solid]; +"405 _param_constant53" -> "407 layer_norm_7" [label="(192,)", style=solid]; +"406 _param_constant54" -> "407 layer_norm_7" [label="(192,)", style=solid]; +"407 layer_norm_7" -> "408 add_9" [label="(1, 28, 28, 192)", style=solid]; +"408 add_9" -> "435 pad_4" 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dequantize_per_channel_default_20" -> "417 linear_19" [label="(512, 2)", style=solid]; +"416 _param_constant56_0_0" -> "417 linear_19" [label="(512,)", style=solid]; +"417 linear_19" -> "418 relu__3" [label="(1, 15, 15, 512)", style=solid]; +"418 relu__3" -> "419 relu__3_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"419 relu__3_0_0_nncf_smooth_quant_0" -> "425 linear_20" [label="(1, 15, 15, 512)", style=solid]; +"420 linear_20_scale_0" -> "423 quantize_per_channel_default_21" [label="(6,)", style=solid]; +"420 linear_20_scale_0" -> "424 dequantize_per_channel_default_21" [label="(6,)", style=solid]; +"421 linear_20_zero_point_0" -> "423 quantize_per_channel_default_21" [label="(6,)", style=solid]; +"421 linear_20_zero_point_0" -> "424 dequantize_per_channel_default_21" [label="(6,)", style=solid]; +"422 compressed_weight_updated_constant21" -> "423 quantize_per_channel_default_21" [label="(6, 512)", style=solid]; +"423 quantize_per_channel_default_21" -> "424 dequantize_per_channel_default_21" [label="(6, 512)", style=solid]; +"424 dequantize_per_channel_default_21" -> "425 linear_20" [label="(6, 512)", style=solid]; +"425 linear_20" -> "426 view_15" [label="(1, 15, 15, 6)", style=solid]; +"426 view_15" -> "428 index_3" [label="(225, 6)", style=solid]; +"427 _tensor_constant16" -> "428 index_3" [label="(4096,)", style=solid]; +"428 index_3" -> "429 view_16" [label="(4096, 6)", style=solid]; +"429 view_16" -> "430 permute_14" [label="(64, 64, 6)", style=solid]; +"430 permute_14" -> "431 contiguous_4" [label="(6, 64, 64)", style=solid]; +"431 contiguous_4" -> "432 unsqueeze_7" [label="(6, 64, 64)", style=solid]; +"432 unsqueeze_7" -> "433 sigmoid_3" [label="(1, 6, 64, 64)", style=solid]; +"433 sigmoid_3" -> "434 mul_6" [label="(1, 6, 64, 64)", style=solid]; +"434 mul_6" -> "473 add_10" [label="(1, 6, 64, 64)", style=solid]; +"435 pad_4" -> "436 roll_2" [label="(1, 32, 32, 192)", style=solid]; +"436 roll_2" -> "437 view_17" [label="(1, 32, 32, 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linear_21_zero_point_0" -> "447 dequantize_per_channel_default_22" [label="(576,)", style=solid]; +"445 compressed_weight_updated_constant22" -> "446 quantize_per_channel_default_22" [label="(576, 192)", style=solid]; +"446 quantize_per_channel_default_22" -> "447 dequantize_per_channel_default_22" [label="(576, 192)", style=solid]; +"447 dequantize_per_channel_default_22" -> "449 linear_21" [label="(576, 192)", style=solid]; +"448 _param_constant58_0_0" -> "449 linear_21" [label="(576,)", style=solid]; +"449 linear_21" -> "450 reshape_14" [label="(16, 64, 576)", style=solid]; +"450 reshape_14" -> "451 permute_16" [label="(16, 64, 3, 6, 32)", style=solid]; +"451 permute_16" -> "452 select_9" [label="(3, 16, 6, 64, 32)", style=solid]; +"451 permute_16" -> "453 select_10" [label="(3, 16, 6, 64, 32)", style=solid]; +"451 permute_16" -> "454 select_11" [label="(3, 16, 6, 64, 32)", style=solid]; +"452 select_9" -> "455 linalg_vector_norm_6" [label="(16, 6, 64, 32)", style=solid]; +"452 select_9" -> "457 expand_as_6" [label="(16, 6, 64, 32)", style=solid]; +"452 select_9" -> "458 div_6" [label="(16, 6, 64, 32)", style=solid]; +"453 select_10" -> "461 linalg_vector_norm_7" [label="(16, 6, 64, 32)", style=solid]; +"453 select_10" -> "463 expand_as_7" [label="(16, 6, 64, 32)", style=solid]; +"453 select_10" -> "464 div_7" [label="(16, 6, 64, 32)", style=solid]; +"454 select_11" -> "492 matmul_7" [label="(16, 6, 64, 32)", style=solid]; +"455 linalg_vector_norm_6" -> "456 clamp_min_6" [label="(16, 6, 64, 1)", style=solid]; +"456 clamp_min_6" -> "457 expand_as_6" [label="(16, 6, 64, 1)", style=solid]; +"457 expand_as_6" -> "458 div_6" [label="(16, 6, 64, 32)", style=solid]; +"458 div_6" -> "459 quantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; +"459 quantize_per_tensor_default_21" -> "460 dequantize_per_tensor_default_21" [label="(16, 6, 64, 32)", style=solid]; +"460 dequantize_per_tensor_default_21" -> "468 matmul_6" [label="(16, 6, 64, 32)", 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[label="(1, 28, 28, 768)", style=solid]; +"534 linear_24_scale_0" -> "537 quantize_per_channel_default_25" [label="(192,)", style=solid]; +"534 linear_24_scale_0" -> "538 dequantize_per_channel_default_25" [label="(192,)", style=solid]; +"535 linear_24_zero_point_0" -> "537 quantize_per_channel_default_25" [label="(192,)", style=solid]; +"535 linear_24_zero_point_0" -> "538 dequantize_per_channel_default_25" [label="(192,)", style=solid]; +"536 compressed_weight_updated_constant25" -> "537 quantize_per_channel_default_25" [label="(192, 768)", style=solid]; +"537 quantize_per_channel_default_25" -> "538 dequantize_per_channel_default_25" [label="(192, 768)", style=solid]; +"538 dequantize_per_channel_default_25" -> "540 linear_24" [label="(192, 768)", style=solid]; +"539 _param_constant68_0_0" -> "540 linear_24" [label="(192,)", style=solid]; +"540 linear_24" -> "541 dropout_15" [label="(1, 28, 28, 192)", style=solid]; +"541 dropout_15" -> "544 layer_norm_9" [label="(1, 28, 28, 192)", 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+"1827 dequantize_per_tensor_default_85" -> "1834 linear_84" [label="(1, 14, 14, 384)", style=solid]; +"1828 linear_84_scale_0" -> "1831 quantize_per_channel_default_85" [label="(1536,)", style=solid]; +"1828 linear_84_scale_0" -> "1832 dequantize_per_channel_default_85" [label="(1536,)", style=solid]; +"1829 linear_84_zero_point_0" -> "1831 quantize_per_channel_default_85" [label="(1536,)", style=solid]; +"1829 linear_84_zero_point_0" -> "1832 dequantize_per_channel_default_85" [label="(1536,)", style=solid]; +"1830 compressed_weight_updated_constant85" -> "1831 quantize_per_channel_default_85" [label="(1536, 384)", style=solid]; +"1831 quantize_per_channel_default_85" -> "1832 dequantize_per_channel_default_85" [label="(1536, 384)", style=solid]; +"1832 dequantize_per_channel_default_85" -> "1834 linear_84" [label="(1536, 384)", style=solid]; +"1833 _param_constant229_0_0" -> "1834 linear_84" [label="(1536,)", style=solid]; +"1834 linear_84" -> "1835 gelu_13" [label="(1, 14, 14, 1536)", style=solid]; +"1835 gelu_13" -> "1836 dropout_54" [label="(1, 14, 14, 1536)", style=solid]; +"1836 dropout_54" -> "1837 dropout_54_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1837 dropout_54_0_0_nncf_smooth_quant_0" -> "1838 quantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; +"1838 quantize_per_tensor_default_86" -> "1839 dequantize_per_tensor_default_86" [label="(1, 14, 14, 1536)", style=solid]; +"1839 dequantize_per_tensor_default_86" -> "1846 linear_85" [label="(1, 14, 14, 1536)", style=solid]; +"1840 linear_85_scale_0" -> "1843 quantize_per_channel_default_86" [label="(384,)", style=solid]; +"1840 linear_85_scale_0" -> "1844 dequantize_per_channel_default_86" [label="(384,)", style=solid]; +"1841 linear_85_zero_point_0" -> "1843 quantize_per_channel_default_86" [label="(384,)", style=solid]; +"1841 linear_85_zero_point_0" -> "1844 dequantize_per_channel_default_86" [label="(384,)", style=solid]; +"1842 compressed_weight_updated_constant86" -> "1843 quantize_per_channel_default_86" [label="(384, 1536)", style=solid]; +"1843 quantize_per_channel_default_86" -> "1844 dequantize_per_channel_default_86" [label="(384, 1536)", style=solid]; +"1844 dequantize_per_channel_default_86" -> "1846 linear_85" [label="(384, 1536)", style=solid]; +"1845 _param_constant231_0_0" -> "1846 linear_85" [label="(384,)", style=solid]; +"1846 linear_85" -> "1847 dropout_55" [label="(1, 14, 14, 384)", style=solid]; +"1847 dropout_55" -> "1850 layer_norm_30" [label="(1, 14, 14, 384)", style=solid]; +"1848 _param_constant232" -> "1850 layer_norm_30" [label="(384,)", style=solid]; +"1849 _param_constant233" -> "1850 layer_norm_30" [label="(384,)", style=solid]; +"1850 layer_norm_30" -> "1851 add_48" [label="(1, 14, 14, 384)", style=solid]; +"1851 add_48" -> "1878 pad_16" [label="(1, 14, 14, 384)", style=solid]; +"1851 add_48" -> "1943 add_50" [label="(1, 14, 14, 384)", style=solid]; +"1852 _tensor_constant91" -> "1853 _tensor_constant91_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"1853 _tensor_constant91_0_0_nncf_smooth_quant_0" -> "1860 linear_86" [label="(1, 15, 15, 2)", style=solid]; +"1854 linear_86_scale_0" -> "1857 quantize_per_channel_default_87" [label="(512,)", style=solid]; +"1854 linear_86_scale_0" -> "1858 dequantize_per_channel_default_87" [label="(512,)", style=solid]; +"1855 linear_86_zero_point_0" -> "1857 quantize_per_channel_default_87" [label="(512,)", style=solid]; +"1855 linear_86_zero_point_0" -> "1858 dequantize_per_channel_default_87" [label="(512,)", style=solid]; +"1856 compressed_weight_updated_constant87" -> "1857 quantize_per_channel_default_87" [label="(512, 2)", style=solid]; +"1857 quantize_per_channel_default_87" -> "1858 dequantize_per_channel_default_87" [label="(512, 2)", style=solid]; +"1858 dequantize_per_channel_default_87" -> "1860 linear_86" [label="(512, 2)", style=solid]; +"1859 _param_constant235_0_0" -> "1860 linear_86" [label="(512,)", style=solid]; +"1860 linear_86" -> "1861 relu__14" [label="(1, 15, 15, 512)", style=solid]; +"1861 relu__14" -> "1862 relu__14_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"1862 relu__14_0_0_nncf_smooth_quant_0" -> "1868 linear_87" [label="(1, 15, 15, 512)", style=solid]; +"1863 linear_87_scale_0" -> "1866 quantize_per_channel_default_88" [label="(12,)", style=solid]; +"1863 linear_87_scale_0" -> "1867 dequantize_per_channel_default_88" [label="(12,)", style=solid]; +"1864 linear_87_zero_point_0" -> "1866 quantize_per_channel_default_88" [label="(12,)", style=solid]; +"1864 linear_87_zero_point_0" -> "1867 dequantize_per_channel_default_88" [label="(12,)", style=solid]; +"1865 compressed_weight_updated_constant88" -> "1866 quantize_per_channel_default_88" [label="(12, 512)", style=solid]; +"1866 quantize_per_channel_default_88" -> "1867 dequantize_per_channel_default_88" [label="(12, 512)", style=solid]; +"1867 dequantize_per_channel_default_88" -> "1868 linear_87" [label="(12, 512)", style=solid]; +"1868 linear_87" -> "1869 view_77" [label="(1, 15, 15, 12)", style=solid]; +"1869 view_77" -> "1871 index_14" [label="(225, 12)", style=solid]; +"1870 _tensor_constant92" -> "1871 index_14" [label="(4096,)", style=solid]; +"1871 index_14" -> "1872 view_78" [label="(4096, 12)", style=solid]; +"1872 view_78" -> "1873 permute_64" [label="(64, 64, 12)", style=solid]; +"1873 permute_64" -> "1874 contiguous_26" [label="(12, 64, 64)", style=solid]; +"1874 contiguous_26" -> "1875 unsqueeze_42" [label="(12, 64, 64)", style=solid]; +"1875 unsqueeze_42" -> "1876 sigmoid_14" [label="(1, 12, 64, 64)", style=solid]; +"1876 sigmoid_14" -> "1877 mul_28" [label="(1, 12, 64, 64)", style=solid]; +"1877 mul_28" -> "1915 add_49" [label="(1, 12, 64, 64)", style=solid]; +"1878 pad_16" -> "1879 view_79" [label="(1, 16, 16, 384)", style=solid]; +"1879 view_79" -> "1880 permute_65" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1880 permute_65" -> "1881 reshape_63" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1881 reshape_63" -> "1882 reshape_63_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1882 reshape_63_0_0_nncf_smooth_quant_0" -> "1883 quantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; +"1883 quantize_per_tensor_default_87" -> "1884 dequantize_per_tensor_default_87" [label="(4, 64, 384)", style=solid]; +"1884 dequantize_per_tensor_default_87" -> "1891 linear_88" [label="(4, 64, 384)", style=solid]; +"1885 linear_88_scale_0" -> "1888 quantize_per_channel_default_89" [label="(1152,)", style=solid]; +"1885 linear_88_scale_0" -> "1889 dequantize_per_channel_default_89" [label="(1152,)", style=solid]; +"1886 linear_88_zero_point_0" -> "1888 quantize_per_channel_default_89" [label="(1152,)", style=solid]; +"1886 linear_88_zero_point_0" -> "1889 dequantize_per_channel_default_89" [label="(1152,)", style=solid]; +"1887 compressed_weight_updated_constant89" -> "1888 quantize_per_channel_default_89" [label="(1152, 384)", style=solid]; +"1888 quantize_per_channel_default_89" -> "1889 dequantize_per_channel_default_89" [label="(1152, 384)", style=solid]; +"1889 dequantize_per_channel_default_89" -> "1891 linear_88" [label="(1152, 384)", style=solid]; +"1890 _param_constant237_0_0" -> "1891 linear_88" [label="(1152,)", style=solid]; +"1891 linear_88" -> "1892 reshape_64" [label="(4, 64, 1152)", style=solid]; +"1892 reshape_64" -> "1893 permute_66" [label="(4, 64, 3, 12, 32)", style=solid]; +"1893 permute_66" -> "1894 select_42" [label="(3, 4, 12, 64, 32)", style=solid]; +"1893 permute_66" -> "1895 select_43" [label="(3, 4, 12, 64, 32)", style=solid]; +"1893 permute_66" -> "1896 select_44" [label="(3, 4, 12, 64, 32)", style=solid]; +"1894 select_42" -> "1897 linalg_vector_norm_28" [label="(4, 12, 64, 32)", style=solid]; +"1894 select_42" -> "1899 expand_as_28" [label="(4, 12, 64, 32)", style=solid]; +"1894 select_42" -> "1900 div_28" [label="(4, 12, 64, 32)", style=solid]; +"1895 select_43" -> "1903 linalg_vector_norm_29" [label="(4, 12, 64, 32)", style=solid]; +"1895 select_43" -> "1905 expand_as_29" [label="(4, 12, 64, 32)", style=solid]; +"1895 select_43" -> "1906 div_29" [label="(4, 12, 64, 32)", style=solid]; +"1896 select_44" -> "1918 matmul_29" [label="(4, 12, 64, 32)", style=solid]; +"1897 linalg_vector_norm_28" -> "1898 clamp_min_28" [label="(4, 12, 64, 1)", style=solid]; +"1898 clamp_min_28" -> "1899 expand_as_28" [label="(4, 12, 64, 1)", style=solid]; +"1899 expand_as_28" -> "1900 div_28" [label="(4, 12, 64, 32)", style=solid]; +"1900 div_28" -> "1901 quantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; +"1901 quantize_per_tensor_default_88" -> "1902 dequantize_per_tensor_default_88" [label="(4, 12, 64, 32)", style=solid]; +"1902 dequantize_per_tensor_default_88" -> "1910 matmul_28" [label="(4, 12, 64, 32)", style=solid]; +"1903 linalg_vector_norm_29" -> "1904 clamp_min_29" [label="(4, 12, 64, 1)", style=solid]; +"1904 clamp_min_29" -> "1905 expand_as_29" [label="(4, 12, 64, 1)", style=solid]; +"1905 expand_as_29" -> "1906 div_29" [label="(4, 12, 64, 32)", style=solid]; +"1906 div_29" -> "1907 quantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; +"1907 quantize_per_tensor_default_89" -> "1908 dequantize_per_tensor_default_89" [label="(4, 12, 64, 32)", style=solid]; +"1908 dequantize_per_tensor_default_89" -> "1909 transpose_28" [label="(4, 12, 64, 32)", style=solid]; +"1909 transpose_28" -> "1910 matmul_28" [label="(4, 12, 32, 64)", style=solid]; +"1910 matmul_28" -> "1914 mul_29" [label="(4, 12, 64, 64)", style=solid]; +"1911 _param_constant239" -> "1912 clamp_14" [label="(12, 1, 1)", style=solid]; +"1912 clamp_14" -> "1913 exp_14" [label="(12, 1, 1)", style=solid]; +"1913 exp_14" -> "1914 mul_29" [label="(12, 1, 1)", style=solid]; +"1914 mul_29" -> "1915 add_49" [label="(4, 12, 64, 64)", style=solid]; +"1915 add_49" -> "1916 softmax_14" [label="(4, 12, 64, 64)", style=solid]; +"1916 softmax_14" -> "1917 dropout_56" [label="(4, 12, 64, 64)", style=solid]; +"1917 dropout_56" -> "1918 matmul_29" [label="(4, 12, 64, 64)", style=solid]; +"1918 matmul_29" -> "1919 transpose_29" [label="(4, 12, 64, 32)", style=solid]; +"1919 transpose_29" -> "1920 reshape_65" [label="(4, 64, 12, 32)", style=solid]; +"1920 reshape_65" -> "1921 reshape_65_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"1921 reshape_65_0_0_nncf_smooth_quant_0" -> "1922 quantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; +"1922 quantize_per_tensor_default_90" -> "1923 dequantize_per_tensor_default_90" [label="(4, 64, 384)", style=solid]; +"1923 dequantize_per_tensor_default_90" -> "1930 linear_89" [label="(4, 64, 384)", style=solid]; +"1924 linear_89_scale_0" -> "1927 quantize_per_channel_default_90" [label="(384,)", style=solid]; +"1924 linear_89_scale_0" -> "1928 dequantize_per_channel_default_90" [label="(384,)", style=solid]; +"1925 linear_89_zero_point_0" -> "1927 quantize_per_channel_default_90" [label="(384,)", style=solid]; +"1925 linear_89_zero_point_0" -> "1928 dequantize_per_channel_default_90" [label="(384,)", style=solid]; +"1926 compressed_weight_updated_constant90" -> "1927 quantize_per_channel_default_90" [label="(384, 384)", style=solid]; +"1927 quantize_per_channel_default_90" -> "1928 dequantize_per_channel_default_90" [label="(384, 384)", style=solid]; +"1928 dequantize_per_channel_default_90" -> "1930 linear_89" [label="(384, 384)", style=solid]; +"1929 _param_constant241_0_0" -> "1930 linear_89" [label="(384,)", style=solid]; +"1930 linear_89" -> "1931 dropout_57" [label="(4, 64, 384)", style=solid]; +"1931 dropout_57" -> "1932 view_80" [label="(4, 64, 384)", style=solid]; +"1932 view_80" -> "1933 permute_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"1933 permute_67" -> "1934 reshape_66" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"1934 reshape_66" -> "1935 slice_218" [label="(1, 16, 16, 384)", style=solid]; +"1935 slice_218" -> "1936 slice_219" [label="(1, 16, 16, 384)", style=solid]; +"1936 slice_219" -> "1937 slice_220" [label="(1, 14, 16, 384)", style=solid]; +"1937 slice_220" -> "1938 slice_221" [label="(1, 14, 14, 384)", style=solid]; +"1938 slice_221" -> "1939 contiguous_27" [label="(1, 14, 14, 384)", style=solid]; +"1939 contiguous_27" -> "1942 layer_norm_31" [label="(1, 14, 14, 384)", style=solid]; +"1940 _param_constant242" -> "1942 layer_norm_31" [label="(384,)", style=solid]; +"1941 _param_constant243" -> "1942 layer_norm_31" [label="(384,)", style=solid]; +"1942 layer_norm_31" -> "1943 add_50" [label="(1, 14, 14, 384)", style=solid]; +"1943 add_50" -> "1944 add_50_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"1943 add_50" -> "1970 add_51" [label="(1, 14, 14, 384)", style=solid]; +"1944 add_50_0_0_nncf_smooth_quant_0" -> "1945 quantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; +"1945 quantize_per_tensor_default_91" -> "1946 dequantize_per_tensor_default_91" [label="(1, 14, 14, 384)", style=solid]; +"1946 dequantize_per_tensor_default_91" -> "1953 linear_90" [label="(1, 14, 14, 384)", style=solid]; +"1947 linear_90_scale_0" -> "1950 quantize_per_channel_default_91" [label="(1536,)", style=solid]; +"1947 linear_90_scale_0" -> "1951 dequantize_per_channel_default_91" [label="(1536,)", style=solid]; +"1948 linear_90_zero_point_0" -> "1950 quantize_per_channel_default_91" [label="(1536,)", style=solid]; +"1948 linear_90_zero_point_0" -> "1951 dequantize_per_channel_default_91" [label="(1536,)", style=solid]; +"1949 compressed_weight_updated_constant91" -> "1950 quantize_per_channel_default_91" [label="(1536, 384)", style=solid]; +"1950 quantize_per_channel_default_91" -> "1951 dequantize_per_channel_default_91" [label="(1536, 384)", style=solid]; +"1951 dequantize_per_channel_default_91" -> "1953 linear_90" [label="(1536, 384)", style=solid]; +"1952 _param_constant245_0_0" -> "1953 linear_90" [label="(1536,)", style=solid]; +"1953 linear_90" -> "1954 gelu_14" [label="(1, 14, 14, 1536)", style=solid]; +"1954 gelu_14" -> "1955 dropout_58" [label="(1, 14, 14, 1536)", style=solid]; +"1955 dropout_58" -> "1956 dropout_58_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"1956 dropout_58_0_0_nncf_smooth_quant_0" -> "1957 quantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; +"1957 quantize_per_tensor_default_92" -> "1958 dequantize_per_tensor_default_92" [label="(1, 14, 14, 1536)", style=solid]; +"1958 dequantize_per_tensor_default_92" -> "1965 linear_91" [label="(1, 14, 14, 1536)", style=solid]; +"1959 linear_91_scale_0" -> "1962 quantize_per_channel_default_92" [label="(384,)", style=solid]; +"1959 linear_91_scale_0" -> "1963 dequantize_per_channel_default_92" [label="(384,)", style=solid]; +"1960 linear_91_zero_point_0" -> "1962 quantize_per_channel_default_92" [label="(384,)", style=solid]; +"1960 linear_91_zero_point_0" -> "1963 dequantize_per_channel_default_92" [label="(384,)", style=solid]; +"1961 compressed_weight_updated_constant92" -> "1962 quantize_per_channel_default_92" [label="(384, 1536)", style=solid]; +"1962 quantize_per_channel_default_92" -> "1963 dequantize_per_channel_default_92" [label="(384, 1536)", style=solid]; +"1963 dequantize_per_channel_default_92" -> "1965 linear_91" [label="(384, 1536)", style=solid]; +"1964 _param_constant247_0_0" -> "1965 linear_91" [label="(384,)", style=solid]; +"1965 linear_91" -> "1966 dropout_59" [label="(1, 14, 14, 384)", style=solid]; +"1966 dropout_59" -> "1969 layer_norm_32" [label="(1, 14, 14, 384)", style=solid]; +"1967 _param_constant248" -> "1969 layer_norm_32" [label="(384,)", style=solid]; +"1968 _param_constant249" -> "1969 layer_norm_32" [label="(384,)", style=solid]; +"1969 layer_norm_32" -> "1970 add_51" [label="(1, 14, 14, 384)", style=solid]; +"1970 add_51" -> "1997 pad_17" [label="(1, 14, 14, 384)", style=solid]; +"1970 add_51" -> "2080 add_54" [label="(1, 14, 14, 384)", style=solid]; +"1971 _tensor_constant93" -> "1972 _tensor_constant93_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"1972 _tensor_constant93_0_0_nncf_smooth_quant_0" -> "1979 linear_92" [label="(1, 15, 15, 2)", style=solid]; +"1973 linear_92_scale_0" -> "1976 quantize_per_channel_default_93" [label="(512,)", style=solid]; +"1973 linear_92_scale_0" -> "1977 dequantize_per_channel_default_93" [label="(512,)", style=solid]; +"1974 linear_92_zero_point_0" -> "1976 quantize_per_channel_default_93" [label="(512,)", style=solid]; +"1974 linear_92_zero_point_0" -> "1977 dequantize_per_channel_default_93" [label="(512,)", style=solid]; +"1975 compressed_weight_updated_constant93" -> "1976 quantize_per_channel_default_93" [label="(512, 2)", style=solid]; +"1976 quantize_per_channel_default_93" -> "1977 dequantize_per_channel_default_93" [label="(512, 2)", style=solid]; +"1977 dequantize_per_channel_default_93" -> "1979 linear_92" [label="(512, 2)", style=solid]; +"1978 _param_constant251_0_0" -> "1979 linear_92" [label="(512,)", style=solid]; +"1979 linear_92" -> "1980 relu__15" [label="(1, 15, 15, 512)", style=solid]; +"1980 relu__15" -> "1981 relu__15_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"1981 relu__15_0_0_nncf_smooth_quant_0" -> "1987 linear_93" [label="(1, 15, 15, 512)", style=solid]; +"1982 linear_93_scale_0" -> "1985 quantize_per_channel_default_94" [label="(12,)", style=solid]; +"1982 linear_93_scale_0" -> "1986 dequantize_per_channel_default_94" [label="(12,)", style=solid]; +"1983 linear_93_zero_point_0" -> "1985 quantize_per_channel_default_94" [label="(12,)", style=solid]; +"1983 linear_93_zero_point_0" -> "1986 dequantize_per_channel_default_94" [label="(12,)", style=solid]; +"1984 compressed_weight_updated_constant94" -> "1985 quantize_per_channel_default_94" [label="(12, 512)", style=solid]; +"1985 quantize_per_channel_default_94" -> "1986 dequantize_per_channel_default_94" [label="(12, 512)", style=solid]; +"1986 dequantize_per_channel_default_94" -> "1987 linear_93" [label="(12, 512)", style=solid]; +"1987 linear_93" -> "1988 view_81" [label="(1, 15, 15, 12)", style=solid]; +"1988 view_81" -> "1990 index_15" [label="(225, 12)", style=solid]; +"1989 _tensor_constant94" -> "1990 index_15" [label="(4096,)", style=solid]; +"1990 index_15" -> "1991 view_82" [label="(4096, 12)", style=solid]; +"1991 view_82" -> "1992 permute_68" [label="(64, 64, 12)", style=solid]; +"1992 permute_68" -> "1993 contiguous_28" [label="(12, 64, 64)", style=solid]; +"1993 contiguous_28" -> "1994 unsqueeze_43" [label="(12, 64, 64)", style=solid]; +"1994 unsqueeze_43" -> "1995 sigmoid_15" [label="(1, 12, 64, 64)", style=solid]; +"1995 sigmoid_15" -> "1996 mul_30" [label="(1, 12, 64, 64)", style=solid]; +"1996 mul_30" -> "2035 add_52" [label="(1, 12, 64, 64)", style=solid]; +"1997 pad_17" -> "1998 roll_14" [label="(1, 16, 16, 384)", style=solid]; +"1998 roll_14" -> "1999 view_83" [label="(1, 16, 16, 384)", style=solid]; +"1999 view_83" -> "2000 permute_69" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2000 permute_69" -> "2001 reshape_67" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"2001 reshape_67" -> "2002 reshape_67_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"2001 reshape_67" -> "2036 new_zeros_7" [label="(4, 64, 384)", style=solid]; +"2002 reshape_67_0_0_nncf_smooth_quant_0" -> "2003 quantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; +"2003 quantize_per_tensor_default_93" -> "2004 dequantize_per_tensor_default_93" [label="(4, 64, 384)", style=solid]; +"2004 dequantize_per_tensor_default_93" -> "2011 linear_94" [label="(4, 64, 384)", style=solid]; +"2005 linear_94_scale_0" -> "2008 quantize_per_channel_default_95" [label="(1152,)", style=solid]; +"2005 linear_94_scale_0" -> "2009 dequantize_per_channel_default_95" [label="(1152,)", style=solid]; +"2006 linear_94_zero_point_0" -> "2008 quantize_per_channel_default_95" [label="(1152,)", style=solid]; +"2006 linear_94_zero_point_0" -> "2009 dequantize_per_channel_default_95" [label="(1152,)", style=solid]; +"2007 compressed_weight_updated_constant95" -> "2008 quantize_per_channel_default_95" [label="(1152, 384)", style=solid]; +"2008 quantize_per_channel_default_95" -> "2009 dequantize_per_channel_default_95" [label="(1152, 384)", style=solid]; +"2009 dequantize_per_channel_default_95" -> "2011 linear_94" [label="(1152, 384)", style=solid]; +"2010 _param_constant253_0_0" -> "2011 linear_94" [label="(1152,)", style=solid]; +"2011 linear_94" -> "2012 reshape_68" [label="(4, 64, 1152)", style=solid]; +"2012 reshape_68" -> "2013 permute_70" [label="(4, 64, 3, 12, 32)", style=solid]; +"2013 permute_70" -> "2014 select_45" [label="(3, 4, 12, 64, 32)", style=solid]; +"2013 permute_70" -> "2015 select_46" [label="(3, 4, 12, 64, 32)", style=solid]; +"2013 permute_70" -> "2016 select_47" [label="(3, 4, 12, 64, 32)", style=solid]; +"2014 select_45" -> "2017 linalg_vector_norm_30" [label="(4, 12, 64, 32)", style=solid]; +"2014 select_45" -> "2019 expand_as_30" [label="(4, 12, 64, 32)", style=solid]; +"2014 select_45" -> "2020 div_30" [label="(4, 12, 64, 32)", style=solid]; +"2015 select_46" -> "2023 linalg_vector_norm_31" [label="(4, 12, 64, 32)", style=solid]; +"2015 select_46" -> "2025 expand_as_31" [label="(4, 12, 64, 32)", style=solid]; +"2015 select_46" -> "2026 div_31" [label="(4, 12, 64, 32)", style=solid]; +"2016 select_47" -> "2054 matmul_31" [label="(4, 12, 64, 32)", style=solid]; +"2017 linalg_vector_norm_30" -> "2018 clamp_min_30" [label="(4, 12, 64, 1)", style=solid]; +"2018 clamp_min_30" -> "2019 expand_as_30" [label="(4, 12, 64, 1)", style=solid]; +"2019 expand_as_30" -> "2020 div_30" [label="(4, 12, 64, 32)", style=solid]; +"2020 div_30" -> "2021 quantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; +"2021 quantize_per_tensor_default_94" -> "2022 dequantize_per_tensor_default_94" [label="(4, 12, 64, 32)", style=solid]; +"2022 dequantize_per_tensor_default_94" -> "2030 matmul_30" [label="(4, 12, 64, 32)", style=solid]; +"2023 linalg_vector_norm_31" -> "2024 clamp_min_31" [label="(4, 12, 64, 1)", style=solid]; +"2024 clamp_min_31" -> "2025 expand_as_31" [label="(4, 12, 64, 1)", style=solid]; +"2025 expand_as_31" -> "2026 div_31" [label="(4, 12, 64, 32)", style=solid]; +"2026 div_31" -> "2027 quantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; +"2027 quantize_per_tensor_default_95" -> "2028 dequantize_per_tensor_default_95" [label="(4, 12, 64, 32)", style=solid]; +"2028 dequantize_per_tensor_default_95" -> "2029 transpose_30" [label="(4, 12, 64, 32)", style=solid]; +"2029 transpose_30" -> "2030 matmul_30" [label="(4, 12, 32, 64)", style=solid]; +"2030 matmul_30" -> "2034 mul_31" [label="(4, 12, 64, 64)", style=solid]; +"2031 _param_constant255" -> "2032 clamp_15" [label="(12, 1, 1)", style=solid]; +"2032 clamp_15" -> "2033 exp_15" [label="(12, 1, 1)", style=solid]; 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style=solid]; +"2044 masked_fill_14" -> "2046 masked_fill_15" [label="(4, 64, 64)", style=solid]; +"2045 eq_7" -> "2046 masked_fill_15" [label="(4, 64, 64)", style=solid]; +"2046 masked_fill_15" -> "2048 unsqueeze_46" [label="(4, 64, 64)", style=solid]; +"2047 view_85" -> "2050 add_53" [label="(1, 4, 12, 64, 64)", style=solid]; +"2048 unsqueeze_46" -> "2049 unsqueeze_47" [label="(4, 1, 64, 64)", style=solid]; +"2049 unsqueeze_47" -> "2050 add_53" [label="(1, 4, 1, 64, 64)", style=solid]; +"2050 add_53" -> "2051 view_86" [label="(1, 4, 12, 64, 64)", style=solid]; +"2051 view_86" -> "2052 softmax_15" [label="(4, 12, 64, 64)", style=solid]; +"2052 softmax_15" -> "2053 dropout_60" [label="(4, 12, 64, 64)", style=solid]; +"2053 dropout_60" -> "2054 matmul_31" [label="(4, 12, 64, 64)", style=solid]; +"2054 matmul_31" -> "2055 transpose_31" [label="(4, 12, 64, 32)", style=solid]; +"2055 transpose_31" -> "2056 reshape_70" [label="(4, 64, 12, 32)", style=solid]; +"2056 reshape_70" -> "2057 reshape_70_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"2057 reshape_70_0_0_nncf_smooth_quant_0" -> "2058 quantize_per_tensor_default_96" [label="(4, 64, 384)", style=solid]; +"2058 quantize_per_tensor_default_96" -> "2059 dequantize_per_tensor_default_96" [label="(4, 64, 384)", style=solid]; +"2059 dequantize_per_tensor_default_96" -> "2066 linear_95" [label="(4, 64, 384)", style=solid]; +"2060 linear_95_scale_0" -> "2063 quantize_per_channel_default_96" [label="(384,)", style=solid]; +"2060 linear_95_scale_0" -> "2064 dequantize_per_channel_default_96" [label="(384,)", style=solid]; +"2061 linear_95_zero_point_0" -> "2063 quantize_per_channel_default_96" [label="(384,)", style=solid]; +"2061 linear_95_zero_point_0" -> "2064 dequantize_per_channel_default_96" [label="(384,)", style=solid]; +"2062 compressed_weight_updated_constant96" -> "2063 quantize_per_channel_default_96" [label="(384, 384)", style=solid]; +"2063 quantize_per_channel_default_96" -> "2064 dequantize_per_channel_default_96" [label="(384, 384)", style=solid]; +"2064 dequantize_per_channel_default_96" -> "2066 linear_95" [label="(384, 384)", style=solid]; +"2065 _param_constant257_0_0" -> "2066 linear_95" [label="(384,)", style=solid]; +"2066 linear_95" -> "2067 dropout_61" [label="(4, 64, 384)", style=solid]; +"2067 dropout_61" -> "2068 view_87" [label="(4, 64, 384)", style=solid]; +"2068 view_87" -> "2069 permute_72" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"2069 permute_72" -> "2070 reshape_71" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2070 reshape_71" -> "2071 roll_15" [label="(1, 16, 16, 384)", style=solid]; +"2071 roll_15" -> "2072 slice_241" [label="(1, 16, 16, 384)", style=solid]; +"2072 slice_241" -> "2073 slice_242" [label="(1, 16, 16, 384)", style=solid]; +"2073 slice_242" -> "2074 slice_243" [label="(1, 14, 16, 384)", style=solid]; +"2074 slice_243" -> "2075 slice_244" [label="(1, 14, 14, 384)", style=solid]; +"2075 slice_244" -> "2076 contiguous_29" 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linear_96_scale_0" -> "2088 dequantize_per_channel_default_97" [label="(1536,)", style=solid]; +"2085 linear_96_zero_point_0" -> "2087 quantize_per_channel_default_97" [label="(1536,)", style=solid]; +"2085 linear_96_zero_point_0" -> "2088 dequantize_per_channel_default_97" [label="(1536,)", style=solid]; +"2086 compressed_weight_updated_constant97" -> "2087 quantize_per_channel_default_97" [label="(1536, 384)", style=solid]; +"2087 quantize_per_channel_default_97" -> "2088 dequantize_per_channel_default_97" [label="(1536, 384)", style=solid]; +"2088 dequantize_per_channel_default_97" -> "2090 linear_96" [label="(1536, 384)", style=solid]; +"2089 _param_constant261_0_0" -> "2090 linear_96" [label="(1536,)", style=solid]; +"2090 linear_96" -> "2091 gelu_15" [label="(1, 14, 14, 1536)", style=solid]; +"2091 gelu_15" -> "2092 dropout_62" [label="(1, 14, 14, 1536)", style=solid]; +"2092 dropout_62" -> "2093 dropout_62_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"2093 dropout_62_0_0_nncf_smooth_quant_0" -> "2094 quantize_per_tensor_default_98" [label="(1, 14, 14, 1536)", style=solid]; +"2094 quantize_per_tensor_default_98" -> "2095 dequantize_per_tensor_default_98" [label="(1, 14, 14, 1536)", style=solid]; +"2095 dequantize_per_tensor_default_98" -> "2102 linear_97" [label="(1, 14, 14, 1536)", style=solid]; +"2096 linear_97_scale_0" -> "2099 quantize_per_channel_default_98" [label="(384,)", style=solid]; +"2096 linear_97_scale_0" -> "2100 dequantize_per_channel_default_98" [label="(384,)", style=solid]; +"2097 linear_97_zero_point_0" -> "2099 quantize_per_channel_default_98" [label="(384,)", style=solid]; +"2097 linear_97_zero_point_0" -> "2100 dequantize_per_channel_default_98" [label="(384,)", style=solid]; +"2098 compressed_weight_updated_constant98" -> "2099 quantize_per_channel_default_98" [label="(384, 1536)", style=solid]; +"2099 quantize_per_channel_default_98" -> "2100 dequantize_per_channel_default_98" [label="(384, 1536)", style=solid]; 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-> "2592 add_68" [label="(1, 14, 14, 384)", style=solid]; +"2483 _tensor_constant119" -> "2484 _tensor_constant119_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 2)", style=solid]; +"2484 _tensor_constant119_0_0_nncf_smooth_quant_0" -> "2491 linear_116" [label="(1, 15, 15, 2)", style=solid]; +"2485 linear_116_scale_0" -> "2488 quantize_per_channel_default_117" [label="(512,)", style=solid]; +"2485 linear_116_scale_0" -> "2489 dequantize_per_channel_default_117" [label="(512,)", style=solid]; +"2486 linear_116_zero_point_0" -> "2488 quantize_per_channel_default_117" [label="(512,)", style=solid]; +"2486 linear_116_zero_point_0" -> "2489 dequantize_per_channel_default_117" [label="(512,)", style=solid]; +"2487 compressed_weight_updated_constant117" -> "2488 quantize_per_channel_default_117" [label="(512, 2)", style=solid]; +"2488 quantize_per_channel_default_117" -> "2489 dequantize_per_channel_default_117" [label="(512, 2)", style=solid]; +"2489 dequantize_per_channel_default_117" -> "2491 linear_116" [label="(512, 2)", style=solid]; +"2490 _param_constant315_0_0" -> "2491 linear_116" [label="(512,)", style=solid]; +"2491 linear_116" -> "2492 relu__19" [label="(1, 15, 15, 512)", style=solid]; +"2492 relu__19" -> "2493 relu__19_0_0_nncf_smooth_quant_0" [label="(1, 15, 15, 512)", style=solid]; +"2493 relu__19_0_0_nncf_smooth_quant_0" -> "2499 linear_117" [label="(1, 15, 15, 512)", style=solid]; +"2494 linear_117_scale_0" -> "2497 quantize_per_channel_default_118" [label="(12,)", style=solid]; +"2494 linear_117_scale_0" -> "2498 dequantize_per_channel_default_118" [label="(12,)", style=solid]; +"2495 linear_117_zero_point_0" -> "2497 quantize_per_channel_default_118" [label="(12,)", style=solid]; +"2495 linear_117_zero_point_0" -> "2498 dequantize_per_channel_default_118" [label="(12,)", style=solid]; +"2496 compressed_weight_updated_constant118" -> "2497 quantize_per_channel_default_118" [label="(12, 512)", style=solid]; +"2497 quantize_per_channel_default_118" -> "2498 dequantize_per_channel_default_118" [label="(12, 512)", style=solid]; +"2498 dequantize_per_channel_default_118" -> "2499 linear_117" [label="(12, 512)", style=solid]; +"2499 linear_117" -> "2500 view_103" [label="(1, 15, 15, 12)", style=solid]; +"2500 view_103" -> "2502 index_19" [label="(225, 12)", style=solid]; +"2501 _tensor_constant120" -> "2502 index_19" [label="(4096,)", style=solid]; +"2502 index_19" -> "2503 view_104" [label="(4096, 12)", style=solid]; +"2503 view_104" -> "2504 permute_86" [label="(64, 64, 12)", style=solid]; +"2504 permute_86" -> "2505 contiguous_36" [label="(12, 64, 64)", style=solid]; +"2505 contiguous_36" -> "2506 unsqueeze_55" [label="(12, 64, 64)", style=solid]; +"2506 unsqueeze_55" -> "2507 sigmoid_19" [label="(1, 12, 64, 64)", style=solid]; +"2507 sigmoid_19" -> "2508 mul_38" [label="(1, 12, 64, 64)", style=solid]; +"2508 mul_38" -> "2547 add_66" [label="(1, 12, 64, 64)", style=solid]; +"2509 pad_21" -> "2510 roll_18" [label="(1, 16, 16, 384)", 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linear_118_zero_point_0" -> "2520 quantize_per_channel_default_119" [label="(1152,)", style=solid]; +"2518 linear_118_zero_point_0" -> "2521 dequantize_per_channel_default_119" [label="(1152,)", style=solid]; +"2519 compressed_weight_updated_constant119" -> "2520 quantize_per_channel_default_119" [label="(1152, 384)", style=solid]; +"2520 quantize_per_channel_default_119" -> "2521 dequantize_per_channel_default_119" [label="(1152, 384)", style=solid]; +"2521 dequantize_per_channel_default_119" -> "2523 linear_118" [label="(1152, 384)", style=solid]; +"2522 _param_constant317_0_0" -> "2523 linear_118" [label="(1152,)", style=solid]; +"2523 linear_118" -> "2524 reshape_86" [label="(4, 64, 1152)", style=solid]; +"2524 reshape_86" -> "2525 permute_88" [label="(4, 64, 3, 12, 32)", style=solid]; +"2525 permute_88" -> "2526 select_57" [label="(3, 4, 12, 64, 32)", style=solid]; +"2525 permute_88" -> "2527 select_58" [label="(3, 4, 12, 64, 32)", style=solid]; +"2525 permute_88" -> "2528 select_59" [label="(3, 4, 12, 64, 32)", style=solid]; +"2526 select_57" -> "2529 linalg_vector_norm_38" [label="(4, 12, 64, 32)", style=solid]; +"2526 select_57" -> "2531 expand_as_38" [label="(4, 12, 64, 32)", style=solid]; +"2526 select_57" -> "2532 div_38" [label="(4, 12, 64, 32)", style=solid]; +"2527 select_58" -> "2535 linalg_vector_norm_39" [label="(4, 12, 64, 32)", style=solid]; +"2527 select_58" -> "2537 expand_as_39" [label="(4, 12, 64, 32)", style=solid]; +"2527 select_58" -> "2538 div_39" [label="(4, 12, 64, 32)", style=solid]; +"2528 select_59" -> "2566 matmul_39" [label="(4, 12, 64, 32)", style=solid]; +"2529 linalg_vector_norm_38" -> "2530 clamp_min_38" [label="(4, 12, 64, 1)", style=solid]; +"2530 clamp_min_38" -> "2531 expand_as_38" [label="(4, 12, 64, 1)", style=solid]; +"2531 expand_as_38" -> "2532 div_38" [label="(4, 12, 64, 32)", style=solid]; +"2532 div_38" -> "2533 quantize_per_tensor_default_118" [label="(4, 12, 64, 32)", style=solid]; +"2533 quantize_per_tensor_default_118" -> "2534 dequantize_per_tensor_default_118" [label="(4, 12, 64, 32)", style=solid]; +"2534 dequantize_per_tensor_default_118" -> "2542 matmul_38" [label="(4, 12, 64, 32)", style=solid]; +"2535 linalg_vector_norm_39" -> "2536 clamp_min_39" [label="(4, 12, 64, 1)", style=solid]; +"2536 clamp_min_39" -> "2537 expand_as_39" [label="(4, 12, 64, 1)", style=solid]; +"2537 expand_as_39" -> "2538 div_39" [label="(4, 12, 64, 32)", style=solid]; +"2538 div_39" -> "2539 quantize_per_tensor_default_119" [label="(4, 12, 64, 32)", style=solid]; +"2539 quantize_per_tensor_default_119" -> "2540 dequantize_per_tensor_default_119" [label="(4, 12, 64, 32)", style=solid]; +"2540 dequantize_per_tensor_default_119" -> "2541 transpose_38" [label="(4, 12, 64, 32)", style=solid]; +"2541 transpose_38" -> "2542 matmul_38" [label="(4, 12, 32, 64)", style=solid]; +"2542 matmul_38" -> "2546 mul_39" [label="(4, 12, 64, 64)", style=solid]; +"2543 _param_constant319" -> "2544 clamp_19" [label="(12, 1, 1)", style=solid]; +"2544 clamp_19" -> "2545 exp_19" [label="(12, 1, 1)", style=solid]; +"2545 exp_19" -> "2546 mul_39" [label="(12, 1, 1)", style=solid]; +"2546 mul_39" -> "2547 add_66" [label="(4, 12, 64, 64)", style=solid]; +"2547 add_66" -> "2559 view_107" [label="(4, 12, 64, 64)", style=solid]; +"2548 new_zeros_9" -> "2549 view_106" [label="(16, 16)", style=solid]; +"2549 view_106" -> "2550 permute_89" [label="(2, 8, 2, 8)", style=solid]; +"2550 permute_89" -> "2551 reshape_87" [label="(2, 2, 8, 8)", style=solid]; +"2551 reshape_87" -> "2552 unsqueeze_56" [label="(4, 64)", style=solid]; +"2551 reshape_87" -> "2553 unsqueeze_57" [label="(4, 64)", style=solid]; +"2552 unsqueeze_56" -> "2554 sub_9" [label="(4, 1, 64)", style=solid]; +"2553 unsqueeze_57" -> "2554 sub_9" [label="(4, 64, 1)", style=solid]; +"2554 sub_9" -> "2555 ne_9" [label="(4, 64, 64)", style=solid]; +"2554 sub_9" -> "2556 masked_fill_18" [label="(4, 64, 64)", style=solid]; +"2554 sub_9" -> "2557 eq_9" [label="(4, 64, 64)", style=solid]; +"2555 ne_9" -> "2556 masked_fill_18" [label="(4, 64, 64)", style=solid]; +"2556 masked_fill_18" -> "2558 masked_fill_19" [label="(4, 64, 64)", style=solid]; +"2557 eq_9" -> "2558 masked_fill_19" [label="(4, 64, 64)", style=solid]; +"2558 masked_fill_19" -> "2560 unsqueeze_58" [label="(4, 64, 64)", style=solid]; +"2559 view_107" -> "2562 add_67" [label="(1, 4, 12, 64, 64)", style=solid]; +"2560 unsqueeze_58" -> "2561 unsqueeze_59" [label="(4, 1, 64, 64)", style=solid]; +"2561 unsqueeze_59" -> "2562 add_67" [label="(1, 4, 1, 64, 64)", style=solid]; +"2562 add_67" -> "2563 view_108" [label="(1, 4, 12, 64, 64)", style=solid]; +"2563 view_108" -> "2564 softmax_19" [label="(4, 12, 64, 64)", style=solid]; +"2564 softmax_19" -> "2565 dropout_76" [label="(4, 12, 64, 64)", style=solid]; +"2565 dropout_76" -> "2566 matmul_39" [label="(4, 12, 64, 64)", style=solid]; +"2566 matmul_39" -> "2567 transpose_39" [label="(4, 12, 64, 32)", style=solid]; +"2567 transpose_39" -> "2568 reshape_88" [label="(4, 64, 12, 32)", style=solid]; +"2568 reshape_88" -> "2569 reshape_88_0_0_nncf_smooth_quant_0" [label="(4, 64, 384)", style=solid]; +"2569 reshape_88_0_0_nncf_smooth_quant_0" -> "2570 quantize_per_tensor_default_120" [label="(4, 64, 384)", style=solid]; +"2570 quantize_per_tensor_default_120" -> "2571 dequantize_per_tensor_default_120" [label="(4, 64, 384)", style=solid]; +"2571 dequantize_per_tensor_default_120" -> "2578 linear_119" [label="(4, 64, 384)", style=solid]; +"2572 linear_119_scale_0" -> "2575 quantize_per_channel_default_120" [label="(384,)", style=solid]; +"2572 linear_119_scale_0" -> "2576 dequantize_per_channel_default_120" [label="(384,)", style=solid]; +"2573 linear_119_zero_point_0" -> "2575 quantize_per_channel_default_120" [label="(384,)", style=solid]; +"2573 linear_119_zero_point_0" -> "2576 dequantize_per_channel_default_120" [label="(384,)", style=solid]; +"2574 compressed_weight_updated_constant120" -> "2575 quantize_per_channel_default_120" [label="(384, 384)", style=solid]; +"2575 quantize_per_channel_default_120" -> "2576 dequantize_per_channel_default_120" [label="(384, 384)", style=solid]; +"2576 dequantize_per_channel_default_120" -> "2578 linear_119" [label="(384, 384)", style=solid]; +"2577 _param_constant321_0_0" -> "2578 linear_119" [label="(384,)", style=solid]; +"2578 linear_119" -> "2579 dropout_77" [label="(4, 64, 384)", style=solid]; +"2579 dropout_77" -> "2580 view_109" [label="(4, 64, 384)", style=solid]; +"2580 view_109" -> "2581 permute_90" [label="(1, 2, 2, 8, 8, 384)", style=solid]; +"2581 permute_90" -> "2582 reshape_89" [label="(1, 2, 8, 2, 8, 384)", style=solid]; +"2582 reshape_89" -> "2583 roll_19" [label="(1, 16, 16, 384)", style=solid]; +"2583 roll_19" -> "2584 slice_297" [label="(1, 16, 16, 384)", style=solid]; +"2584 slice_297" -> "2585 slice_298" [label="(1, 16, 16, 384)", style=solid]; +"2585 slice_298" -> "2586 slice_299" [label="(1, 14, 16, 384)", style=solid]; +"2586 slice_299" -> "2587 slice_300" [label="(1, 14, 14, 384)", style=solid]; +"2587 slice_300" -> "2588 contiguous_37" [label="(1, 14, 14, 384)", style=solid]; +"2588 contiguous_37" -> "2591 layer_norm_41" [label="(1, 14, 14, 384)", style=solid]; +"2589 _param_constant322" -> "2591 layer_norm_41" [label="(384,)", style=solid]; +"2590 _param_constant323" -> "2591 layer_norm_41" [label="(384,)", style=solid]; +"2591 layer_norm_41" -> "2592 add_68" [label="(1, 14, 14, 384)", style=solid]; +"2592 add_68" -> "2593 add_68_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 384)", style=solid]; +"2592 add_68" -> "2619 add_69" [label="(1, 14, 14, 384)", style=solid]; +"2593 add_68_0_0_nncf_smooth_quant_0" -> "2594 quantize_per_tensor_default_121" [label="(1, 14, 14, 384)", style=solid]; +"2594 quantize_per_tensor_default_121" -> "2595 dequantize_per_tensor_default_121" [label="(1, 14, 14, 384)", style=solid]; +"2595 dequantize_per_tensor_default_121" -> "2602 linear_120" [label="(1, 14, 14, 384)", style=solid]; +"2596 linear_120_scale_0" -> "2599 quantize_per_channel_default_121" [label="(1536,)", style=solid]; +"2596 linear_120_scale_0" -> "2600 dequantize_per_channel_default_121" [label="(1536,)", style=solid]; +"2597 linear_120_zero_point_0" -> "2599 quantize_per_channel_default_121" [label="(1536,)", style=solid]; +"2597 linear_120_zero_point_0" -> "2600 dequantize_per_channel_default_121" [label="(1536,)", style=solid]; +"2598 compressed_weight_updated_constant121" -> "2599 quantize_per_channel_default_121" [label="(1536, 384)", style=solid]; +"2599 quantize_per_channel_default_121" -> "2600 dequantize_per_channel_default_121" [label="(1536, 384)", style=solid]; +"2600 dequantize_per_channel_default_121" -> "2602 linear_120" [label="(1536, 384)", style=solid]; +"2601 _param_constant325_0_0" -> "2602 linear_120" [label="(1536,)", style=solid]; +"2602 linear_120" -> "2603 gelu_19" [label="(1, 14, 14, 1536)", style=solid]; +"2603 gelu_19" -> "2604 dropout_78" [label="(1, 14, 14, 1536)", style=solid]; +"2604 dropout_78" -> "2605 dropout_78_0_0_nncf_smooth_quant_0" [label="(1, 14, 14, 1536)", style=solid]; +"2605 dropout_78_0_0_nncf_smooth_quant_0" -> "2606 quantize_per_tensor_default_122" [label="(1, 14, 14, 1536)", style=solid]; +"2606 quantize_per_tensor_default_122" -> "2607 dequantize_per_tensor_default_122" [label="(1, 14, 14, 1536)", style=solid]; +"2607 dequantize_per_tensor_default_122" -> "2614 linear_121" [label="(1, 14, 14, 1536)", style=solid]; +"2608 linear_121_scale_0" -> "2611 quantize_per_channel_default_122" [label="(384,)", style=solid]; +"2608 linear_121_scale_0" -> "2612 dequantize_per_channel_default_122" [label="(384,)", style=solid]; +"2609 linear_121_zero_point_0" -> "2611 quantize_per_channel_default_122" [label="(384,)", style=solid]; +"2609 linear_121_zero_point_0" -> "2612 dequantize_per_channel_default_122" [label="(384,)", style=solid]; +"2610 compressed_weight_updated_constant122" -> "2611 quantize_per_channel_default_122" [label="(384, 1536)", style=solid]; +"2611 quantize_per_channel_default_122" -> "2612 dequantize_per_channel_default_122" [label="(384, 1536)", style=solid]; +"2612 dequantize_per_channel_default_122" -> "2614 linear_121" [label="(384, 1536)", style=solid]; +"2613 _param_constant327_0_0" -> "2614 linear_121" [label="(384,)", style=solid]; +"2614 linear_121" -> "2615 dropout_79" [label="(1, 14, 14, 384)", style=solid]; +"2615 dropout_79" -> "2618 layer_norm_42" [label="(1, 14, 14, 384)", style=solid]; +"2616 _param_constant328" -> "2618 layer_norm_42" [label="(384,)", style=solid]; +"2617 _param_constant329" -> "2618 layer_norm_42" [label="(384,)", style=solid]; +"2618 layer_norm_42" -> "2619 add_69" [label="(1, 14, 14, 384)", style=solid]; +"2619 add_69" -> "2646 pad_22" [label="(1, 14, 14, 384)", style=solid]; +"2619 add_69" -> "2711 add_71" [label="(1, 14, 14, 384)", style=solid]; +"2620 _tensor_constant130" -> "2621 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dequantize_per_channel_default_146" [label="(3072, 768)", style=solid]; +"3120 dequantize_per_channel_default_146" -> "3122 linear_145" [label="(3072, 768)", style=solid]; +"3121 _param_constant392_0_0" -> "3122 linear_145" [label="(3072,)", style=solid]; +"3122 linear_145" -> "3123 gelu_23" [label="(1, 7, 7, 3072)", style=solid]; +"3123 gelu_23" -> "3124 dropout_94" [label="(1, 7, 7, 3072)", style=solid]; +"3124 dropout_94" -> "3125 dropout_94_0_0_nncf_smooth_quant_0" [label="(1, 7, 7, 3072)", style=solid]; +"3125 dropout_94_0_0_nncf_smooth_quant_0" -> "3126 quantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; +"3126 quantize_per_tensor_default_147" -> "3127 dequantize_per_tensor_default_147" [label="(1, 7, 7, 3072)", style=solid]; +"3127 dequantize_per_tensor_default_147" -> "3134 linear_146" [label="(1, 7, 7, 3072)", style=solid]; +"3128 linear_146_scale_0" -> "3131 quantize_per_channel_default_147" [label="(768,)", style=solid]; +"3128 linear_146_scale_0" -> "3132 dequantize_per_channel_default_147" [label="(768,)", style=solid]; +"3129 linear_146_zero_point_0" -> "3131 quantize_per_channel_default_147" [label="(768,)", style=solid]; +"3129 linear_146_zero_point_0" -> "3132 dequantize_per_channel_default_147" [label="(768,)", style=solid]; +"3130 compressed_weight_updated_constant147" -> "3131 quantize_per_channel_default_147" [label="(768, 3072)", style=solid]; +"3131 quantize_per_channel_default_147" -> "3132 dequantize_per_channel_default_147" [label="(768, 3072)", style=solid]; +"3132 dequantize_per_channel_default_147" -> "3134 linear_146" [label="(768, 3072)", style=solid]; +"3133 _param_constant394_0_0" -> "3134 linear_146" [label="(768,)", style=solid]; +"3134 linear_146" -> "3135 dropout_95" [label="(1, 7, 7, 768)", style=solid]; +"3135 dropout_95" -> "3138 layer_norm_51" [label="(1, 7, 7, 768)", style=solid]; +"3136 _param_constant395" -> "3138 layer_norm_51" [label="(768,)", style=solid]; +"3137 _param_constant396" -> "3138 layer_norm_51" [label="(768,)", style=solid]; +"3138 layer_norm_51" -> "3139 add_82" [label="(1, 7, 7, 768)", style=solid]; +"3139 add_82" -> "3142 layer_norm_52" [label="(1, 7, 7, 768)", style=solid]; +"3140 _param_constant397" -> "3142 layer_norm_52" [label="(768,)", style=solid]; +"3141 _param_constant398" -> "3142 layer_norm_52" [label="(768,)", style=solid]; +"3142 layer_norm_52" -> "3143 permute_108" [label="(1, 7, 7, 768)", style=solid]; +"3143 permute_108" -> "3144 adaptive_avg_pool2d" [label="(1, 768, 7, 7)", style=solid]; +"3144 adaptive_avg_pool2d" -> "3145 flatten" [label="(1, 768, 1, 1)", style=solid]; +"3145 flatten" -> "3146 flatten_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; +"3146 flatten_0_0_nncf_smooth_quant_0" -> "3147 quantize_per_tensor_default_148" [label="(1, 768)", style=solid]; +"3147 quantize_per_tensor_default_148" -> "3148 dequantize_per_tensor_default_148" [label="(1, 768)", style=solid]; +"3148 dequantize_per_tensor_default_148" -> "3155 linear_147" [label="(1, 768)", style=solid]; +"3149 linear_147_scale_0" -> "3152 quantize_per_channel_default_148" [label="(1000,)", style=solid]; +"3149 linear_147_scale_0" -> "3153 dequantize_per_channel_default_148" [label="(1000,)", style=solid]; +"3150 linear_147_zero_point_0" -> "3152 quantize_per_channel_default_148" [label="(1000,)", style=solid]; +"3150 linear_147_zero_point_0" -> "3153 dequantize_per_channel_default_148" [label="(1000,)", style=solid]; +"3151 compressed_weight_updated_constant148" -> "3152 quantize_per_channel_default_148" [label="(1000, 768)", style=solid]; +"3152 quantize_per_channel_default_148" -> "3153 dequantize_per_channel_default_148" [label="(1000, 768)", style=solid]; +"3153 dequantize_per_channel_default_148" -> "3155 linear_147" [label="(1000, 768)", style=solid]; +"3154 _param_constant400_0_0" -> "3155 linear_147" [label="(1000,)", style=solid]; +"3155 linear_147" -> "3156 output" [label="(1, 1000)", style=solid]; } diff --git a/tests/torch/data/reference_graphs/fx/quantized/synthetic_transformer.dot b/tests/torch/data/reference_graphs/fx/quantized/synthetic_transformer.dot index 2d31e295fc7..a3a6542ed3c 100644 --- a/tests/torch/data/reference_graphs/fx/quantized/synthetic_transformer.dot +++ b/tests/torch/data/reference_graphs/fx/quantized/synthetic_transformer.dot @@ -2,52 +2,52 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 _param_constant0" [id=1, type=get_attr]; "2 embedding" [id=2, type=embedding]; -"3 _param_constant2" [id=3, type=get_attr]; -"4 embedding_0_0_nncf_smooth_quant_0" [id=4, type=call_module]; -"5 quantize_per_tensor_default" [id=5, type=quantize_per_tensor]; -"6 dequantize_per_tensor_default" [id=6, type=dequantize_per_tensor]; -"7 linear_scale_0" [id=7, type=get_attr]; -"8 linear_zero_point_0" [id=8, type=get_attr]; -"9 compressed_weight_updated_constant0" [id=9, type=get_attr]; -"10 quantize_per_channel_default" [id=10, type=quantize_per_channel]; -"11 dequantize_per_channel_default" [id=11, type=dequantize_per_channel]; +"3 embedding_0_0_nncf_smooth_quant_0" [id=3, type=call_module]; +"4 quantize_per_tensor_default" [id=4, type=quantize_per_tensor]; +"5 dequantize_per_tensor_default" [id=5, type=dequantize_per_tensor]; +"6 linear_scale_0" [id=6, type=get_attr]; +"7 linear_zero_point_0" [id=7, type=get_attr]; +"8 compressed_weight_updated_constant0" [id=8, type=get_attr]; +"9 quantize_per_channel_default" [id=9, type=quantize_per_channel]; +"10 dequantize_per_channel_default" [id=10, type=dequantize_per_channel]; +"11 _param_constant2_0_0" [id=11, type=get_attr]; "12 linear" [id=12, type=linear]; -"13 _param_constant4" [id=13, type=get_attr]; -"14 linear_0_0_nncf_smooth_quant_0" [id=14, type=call_module]; -"15 quantize_per_tensor_default_1" [id=15, type=quantize_per_tensor]; -"16 dequantize_per_tensor_default_1" [id=16, type=dequantize_per_tensor]; -"17 linear_1_scale_0" [id=17, type=get_attr]; -"18 linear_1_zero_point_0" [id=18, type=get_attr]; -"19 compressed_weight_updated_constant1" [id=19, type=get_attr]; -"20 quantize_per_channel_default_1" [id=20, type=quantize_per_channel]; -"21 dequantize_per_channel_default_1" [id=21, type=dequantize_per_channel]; +"13 add_tensor_0_0_nncf_smooth_quant_0" [id=13, type=call_module]; +"14 quantize_per_tensor_default_1" [id=14, type=quantize_per_tensor]; +"15 dequantize_per_tensor_default_1" [id=15, type=dequantize_per_tensor]; +"16 linear_1_scale_0" [id=16, type=get_attr]; +"17 linear_1_zero_point_0" [id=17, type=get_attr]; +"18 compressed_weight_updated_constant1" [id=18, type=get_attr]; +"19 quantize_per_channel_default_1" [id=19, type=quantize_per_channel]; +"20 dequantize_per_channel_default_1" [id=20, type=dequantize_per_channel]; +"21 _param_constant4_0_0" [id=21, type=get_attr]; "22 linear_1" [id=22, type=linear]; "23 output" [id=23, type=output]; "0 arg0_1" -> "2 embedding" [label="(5,)", style=solid]; "1 _param_constant0" -> "2 embedding" [label="(10, 5)", style=solid]; -"2 embedding" -> "4 embedding_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; -"3 _param_constant2" -> "12 linear" [label="(5,)", style=solid]; -"4 embedding_0_0_nncf_smooth_quant_0" -> "5 quantize_per_tensor_default" [label="(5, 5)", style=solid]; -"5 quantize_per_tensor_default" -> "6 dequantize_per_tensor_default" [label="(5, 5)", style=solid]; -"6 dequantize_per_tensor_default" -> "12 linear" [label="(5, 5)", style=solid]; -"7 linear_scale_0" -> "10 quantize_per_channel_default" [label="(5,)", style=solid]; -"7 linear_scale_0" -> "11 dequantize_per_channel_default" [label="(5,)", style=solid]; -"8 linear_zero_point_0" -> "10 quantize_per_channel_default" [label="(5,)", style=solid]; -"8 linear_zero_point_0" -> "11 dequantize_per_channel_default" [label="(5,)", style=solid]; -"9 compressed_weight_updated_constant0" -> "10 quantize_per_channel_default" [label="(5, 5)", style=solid]; -"10 quantize_per_channel_default" -> "11 dequantize_per_channel_default" [label="(5, 5)", style=solid]; -"11 dequantize_per_channel_default" -> "12 linear" [label="(5, 5)", style=solid]; -"12 linear" -> "14 linear_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; -"13 _param_constant4" -> "22 linear_1" [label="(10,)", style=solid]; -"14 linear_0_0_nncf_smooth_quant_0" -> "15 quantize_per_tensor_default_1" [label="(5, 5)", style=solid]; -"15 quantize_per_tensor_default_1" -> "16 dequantize_per_tensor_default_1" [label="(5, 5)", style=solid]; -"16 dequantize_per_tensor_default_1" -> "22 linear_1" [label="(5, 5)", style=solid]; -"17 linear_1_scale_0" -> "20 quantize_per_channel_default_1" [label="(10,)", style=solid]; -"17 linear_1_scale_0" -> "21 dequantize_per_channel_default_1" [label="(10,)", style=solid]; -"18 linear_1_zero_point_0" -> "20 quantize_per_channel_default_1" [label="(10,)", style=solid]; -"18 linear_1_zero_point_0" -> "21 dequantize_per_channel_default_1" [label="(10,)", style=solid]; -"19 compressed_weight_updated_constant1" -> "20 quantize_per_channel_default_1" [label="(10, 5)", style=solid]; -"20 quantize_per_channel_default_1" -> "21 dequantize_per_channel_default_1" [label="(10, 5)", style=solid]; -"21 dequantize_per_channel_default_1" -> "22 linear_1" [label="(10, 5)", style=solid]; +"2 embedding" -> "3 embedding_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; +"3 embedding_0_0_nncf_smooth_quant_0" -> "4 quantize_per_tensor_default" [label="(5, 5)", style=solid]; +"4 quantize_per_tensor_default" -> "5 dequantize_per_tensor_default" [label="(5, 5)", style=solid]; +"5 dequantize_per_tensor_default" -> "12 linear" [label="(5, 5)", style=solid]; +"6 linear_scale_0" -> "9 quantize_per_channel_default" [label="(5,)", style=solid]; +"6 linear_scale_0" -> "10 dequantize_per_channel_default" [label="(5,)", style=solid]; +"7 linear_zero_point_0" -> "9 quantize_per_channel_default" [label="(5,)", style=solid]; +"7 linear_zero_point_0" -> "10 dequantize_per_channel_default" [label="(5,)", style=solid]; +"8 compressed_weight_updated_constant0" -> "9 quantize_per_channel_default" [label="(5, 5)", style=solid]; +"9 quantize_per_channel_default" -> "10 dequantize_per_channel_default" [label="(5, 5)", style=solid]; +"10 dequantize_per_channel_default" -> "12 linear" [label="(5, 5)", style=solid]; +"11 _param_constant2_0_0" -> "12 linear" [label="(5,)", style=solid]; +"12 linear" -> "13 add_tensor_0_0_nncf_smooth_quant_0" [label="(5, 5)", style=solid]; +"13 add_tensor_0_0_nncf_smooth_quant_0" -> "14 quantize_per_tensor_default_1" [label="(5, 5)", style=solid]; +"14 quantize_per_tensor_default_1" -> "15 dequantize_per_tensor_default_1" [label="(5, 5)", style=solid]; +"15 dequantize_per_tensor_default_1" -> "22 linear_1" [label="(5, 5)", style=solid]; +"16 linear_1_scale_0" -> "19 quantize_per_channel_default_1" [label="(10,)", style=solid]; +"16 linear_1_scale_0" -> "20 dequantize_per_channel_default_1" [label="(10,)", style=solid]; +"17 linear_1_zero_point_0" -> "19 quantize_per_channel_default_1" [label="(10,)", style=solid]; +"17 linear_1_zero_point_0" -> "20 dequantize_per_channel_default_1" [label="(10,)", style=solid]; +"18 compressed_weight_updated_constant1" -> "19 quantize_per_channel_default_1" [label="(10, 5)", style=solid]; +"19 quantize_per_channel_default_1" -> "20 dequantize_per_channel_default_1" [label="(10, 5)", style=solid]; +"20 dequantize_per_channel_default_1" -> "22 linear_1" [label="(10, 5)", style=solid]; +"21 _param_constant4_0_0" -> "22 linear_1" [label="(10,)", style=solid]; "22 linear_1" -> "23 output" [label="(5, 10)", style=solid]; } diff --git a/tests/torch/data/reference_graphs/fx/quantized/unet.dot b/tests/torch/data/reference_graphs/fx/quantized/unet.dot index 241a11aa5ec..22972f24a32 100644 --- a/tests/torch/data/reference_graphs/fx/quantized/unet.dot +++ b/tests/torch/data/reference_graphs/fx/quantized/unet.dot @@ -2,120 +2,120 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default_8" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default_12" [id=2, type=dequantize_per_tensor]; -"3 _param_constant1" [id=3, type=get_attr]; -"4 conv2d_scale_0" [id=4, type=get_attr]; -"5 conv2d_zero_point_0" [id=5, type=get_attr]; -"6 compressed_weight_updated_constant0" [id=6, type=get_attr]; -"7 quantize_per_channel_default" [id=7, type=quantize_per_channel]; -"8 dequantize_per_channel_default" [id=8, type=dequantize_per_channel]; +"3 conv2d_scale_0" [id=3, type=get_attr]; +"4 conv2d_zero_point_0" [id=4, type=get_attr]; +"5 compressed_weight_updated_constant0" [id=5, type=get_attr]; +"6 quantize_per_channel_default" [id=6, type=quantize_per_channel]; +"7 dequantize_per_channel_default" [id=7, type=dequantize_per_channel]; +"8 _param_constant1_0_0" [id=8, type=get_attr]; "9 conv2d" [id=9, type=conv2d]; "10 relu" [id=10, type=relu]; "11 quantize_per_tensor_default_9" [id=11, type=quantize_per_tensor]; "12 dequantize_per_tensor_default_13" [id=12, type=dequantize_per_tensor]; -"13 _param_constant5" [id=13, type=get_attr]; -"14 conv2d_1_scale_0" [id=14, type=get_attr]; -"15 conv2d_1_zero_point_0" [id=15, type=get_attr]; -"16 compressed_weight_updated_constant1" [id=16, type=get_attr]; -"17 quantize_per_channel_default_1" [id=17, type=quantize_per_channel]; -"18 dequantize_per_channel_default_1" [id=18, type=dequantize_per_channel]; +"13 conv2d_1_scale_0" [id=13, type=get_attr]; +"14 conv2d_1_zero_point_0" [id=14, type=get_attr]; +"15 compressed_weight_updated_constant1" [id=15, type=get_attr]; +"16 quantize_per_channel_default_1" [id=16, type=quantize_per_channel]; +"17 dequantize_per_channel_default_1" [id=17, type=dequantize_per_channel]; +"18 _param_constant5_0_0" [id=18, type=get_attr]; "19 conv2d_1" [id=19, type=conv2d]; "20 relu_1" [id=20, type=relu]; "21 quantize_per_tensor_default" [id=21, type=quantize_per_tensor]; "22 dequantize_per_tensor_default_1" [id=22, type=dequantize_per_tensor]; "23 dequantize_per_tensor_default" [id=23, type=dequantize_per_tensor]; "24 max_pool2d" [id=24, type=max_pool2d]; -"25 _param_constant9" [id=25, type=get_attr]; -"26 conv2d_2_scale_0" [id=26, type=get_attr]; -"27 conv2d_2_zero_point_0" [id=27, type=get_attr]; -"28 compressed_weight_updated_constant2" [id=28, type=get_attr]; -"29 quantize_per_channel_default_2" [id=29, type=quantize_per_channel]; -"30 dequantize_per_channel_default_2" [id=30, type=dequantize_per_channel]; +"25 conv2d_2_scale_0" [id=25, type=get_attr]; +"26 conv2d_2_zero_point_0" [id=26, type=get_attr]; +"27 compressed_weight_updated_constant2" [id=27, type=get_attr]; +"28 quantize_per_channel_default_2" [id=28, type=quantize_per_channel]; +"29 dequantize_per_channel_default_2" [id=29, type=dequantize_per_channel]; +"30 _param_constant9_0_0" [id=30, type=get_attr]; "31 conv2d_2" [id=31, type=conv2d]; "32 relu_2" [id=32, type=relu]; "33 quantize_per_tensor_default_10" [id=33, type=quantize_per_tensor]; "34 dequantize_per_tensor_default_14" [id=34, type=dequantize_per_tensor]; -"35 _param_constant13" [id=35, type=get_attr]; -"36 conv2d_3_scale_0" [id=36, type=get_attr]; -"37 conv2d_3_zero_point_0" [id=37, type=get_attr]; -"38 compressed_weight_updated_constant3" [id=38, type=get_attr]; -"39 quantize_per_channel_default_3" [id=39, type=quantize_per_channel]; -"40 dequantize_per_channel_default_3" [id=40, type=dequantize_per_channel]; +"35 conv2d_3_scale_0" [id=35, type=get_attr]; +"36 conv2d_3_zero_point_0" [id=36, type=get_attr]; +"37 compressed_weight_updated_constant3" [id=37, type=get_attr]; +"38 quantize_per_channel_default_3" [id=38, type=quantize_per_channel]; +"39 dequantize_per_channel_default_3" [id=39, type=dequantize_per_channel]; +"40 _param_constant13_0_0" [id=40, type=get_attr]; "41 conv2d_3" [id=41, type=conv2d]; "42 relu_3" [id=42, type=relu]; "43 quantize_per_tensor_default_3" [id=43, type=quantize_per_tensor]; "44 dequantize_per_tensor_default_5" [id=44, type=dequantize_per_tensor]; "45 dequantize_per_tensor_default_4" [id=45, type=dequantize_per_tensor]; "46 max_pool2d_1" [id=46, type=max_pool2d]; -"47 _param_constant17" [id=47, type=get_attr]; -"48 conv2d_4_scale_0" [id=48, type=get_attr]; -"49 conv2d_4_zero_point_0" [id=49, type=get_attr]; -"50 compressed_weight_updated_constant4" [id=50, type=get_attr]; -"51 quantize_per_channel_default_4" [id=51, type=quantize_per_channel]; -"52 dequantize_per_channel_default_4" [id=52, type=dequantize_per_channel]; +"47 conv2d_4_scale_0" [id=47, type=get_attr]; +"48 conv2d_4_zero_point_0" [id=48, type=get_attr]; +"49 compressed_weight_updated_constant4" [id=49, type=get_attr]; +"50 quantize_per_channel_default_4" [id=50, type=quantize_per_channel]; +"51 dequantize_per_channel_default_4" [id=51, type=dequantize_per_channel]; +"52 _param_constant17_0_0" [id=52, type=get_attr]; "53 conv2d_4" [id=53, type=conv2d]; "54 relu_4" [id=54, type=relu]; "55 quantize_per_tensor_default_11" [id=55, type=quantize_per_tensor]; "56 dequantize_per_tensor_default_15" [id=56, type=dequantize_per_tensor]; -"57 _param_constant21" [id=57, type=get_attr]; -"58 conv2d_5_scale_0" [id=58, type=get_attr]; -"59 conv2d_5_zero_point_0" [id=59, type=get_attr]; -"60 compressed_weight_updated_constant5" [id=60, type=get_attr]; -"61 quantize_per_channel_default_5" [id=61, type=quantize_per_channel]; -"62 dequantize_per_channel_default_5" [id=62, type=dequantize_per_channel]; +"57 conv2d_5_scale_0" [id=57, type=get_attr]; +"58 conv2d_5_zero_point_0" [id=58, type=get_attr]; +"59 compressed_weight_updated_constant5" [id=59, type=get_attr]; +"60 quantize_per_channel_default_5" [id=60, type=quantize_per_channel]; +"61 dequantize_per_channel_default_5" [id=61, type=dequantize_per_channel]; +"62 _param_constant21_0_0" [id=62, type=get_attr]; "63 conv2d_5" [id=63, type=conv2d]; "64 relu_5" [id=64, type=relu]; "65 quantize_per_tensor_default_4" [id=65, type=quantize_per_tensor]; "66 dequantize_per_tensor_default_7" [id=66, type=dequantize_per_tensor]; "67 dequantize_per_tensor_default_6" [id=67, type=dequantize_per_tensor]; "68 max_pool2d_2" [id=68, type=max_pool2d]; -"69 _param_constant25" [id=69, type=get_attr]; -"70 conv2d_6_scale_0" [id=70, type=get_attr]; -"71 conv2d_6_zero_point_0" [id=71, type=get_attr]; -"72 compressed_weight_updated_constant6" [id=72, type=get_attr]; -"73 quantize_per_channel_default_6" [id=73, type=quantize_per_channel]; -"74 dequantize_per_channel_default_6" [id=74, type=dequantize_per_channel]; +"69 conv2d_6_scale_0" [id=69, type=get_attr]; +"70 conv2d_6_zero_point_0" [id=70, type=get_attr]; +"71 compressed_weight_updated_constant6" [id=71, type=get_attr]; +"72 quantize_per_channel_default_6" [id=72, type=quantize_per_channel]; +"73 dequantize_per_channel_default_6" [id=73, type=dequantize_per_channel]; +"74 _param_constant25_0_0" [id=74, type=get_attr]; "75 conv2d_6" [id=75, type=conv2d]; "76 relu_6" [id=76, type=relu]; "77 quantize_per_tensor_default_12" [id=77, type=quantize_per_tensor]; "78 dequantize_per_tensor_default_16" [id=78, type=dequantize_per_tensor]; -"79 _param_constant29" [id=79, type=get_attr]; -"80 conv2d_7_scale_0" [id=80, type=get_attr]; -"81 conv2d_7_zero_point_0" [id=81, type=get_attr]; -"82 compressed_weight_updated_constant7" [id=82, type=get_attr]; -"83 quantize_per_channel_default_7" [id=83, type=quantize_per_channel]; -"84 dequantize_per_channel_default_7" [id=84, type=dequantize_per_channel]; +"79 conv2d_7_scale_0" [id=79, type=get_attr]; +"80 conv2d_7_zero_point_0" [id=80, type=get_attr]; +"81 compressed_weight_updated_constant7" [id=81, type=get_attr]; +"82 quantize_per_channel_default_7" [id=82, type=quantize_per_channel]; +"83 dequantize_per_channel_default_7" [id=83, type=dequantize_per_channel]; +"84 _param_constant29_0_0" [id=84, type=get_attr]; "85 conv2d_7" [id=85, type=conv2d]; "86 relu_7" [id=86, type=relu]; "87 quantize_per_tensor_default_7" [id=87, type=quantize_per_tensor]; "88 dequantize_per_tensor_default_11" [id=88, type=dequantize_per_tensor]; "89 dequantize_per_tensor_default_10" [id=89, type=dequantize_per_tensor]; "90 max_pool2d_3" [id=90, type=max_pool2d]; -"91 _param_constant33" [id=91, type=get_attr]; -"92 conv2d_8_scale_0" [id=92, type=get_attr]; -"93 conv2d_8_zero_point_0" [id=93, type=get_attr]; -"94 compressed_weight_updated_constant8" [id=94, type=get_attr]; -"95 quantize_per_channel_default_8" [id=95, type=quantize_per_channel]; -"96 dequantize_per_channel_default_8" [id=96, type=dequantize_per_channel]; +"91 conv2d_8_scale_0" [id=91, type=get_attr]; +"92 conv2d_8_zero_point_0" [id=92, type=get_attr]; +"93 compressed_weight_updated_constant8" [id=93, type=get_attr]; +"94 quantize_per_channel_default_8" [id=94, type=quantize_per_channel]; +"95 dequantize_per_channel_default_8" [id=95, type=dequantize_per_channel]; +"96 _param_constant33_0_0" [id=96, type=get_attr]; "97 conv2d_8" [id=97, type=conv2d]; "98 relu_8" [id=98, type=relu]; "99 quantize_per_tensor_default_13" [id=99, type=quantize_per_tensor]; "100 dequantize_per_tensor_default_17" [id=100, type=dequantize_per_tensor]; -"101 _param_constant37" [id=101, type=get_attr]; -"102 conv2d_9_scale_0" [id=102, type=get_attr]; -"103 conv2d_9_zero_point_0" [id=103, type=get_attr]; -"104 compressed_weight_updated_constant9" [id=104, type=get_attr]; -"105 quantize_per_channel_default_9" [id=105, type=quantize_per_channel]; -"106 dequantize_per_channel_default_9" [id=106, type=dequantize_per_channel]; +"101 conv2d_9_scale_0" [id=101, type=get_attr]; +"102 conv2d_9_zero_point_0" [id=102, type=get_attr]; +"103 compressed_weight_updated_constant9" [id=103, type=get_attr]; +"104 quantize_per_channel_default_9" [id=104, type=quantize_per_channel]; +"105 dequantize_per_channel_default_9" [id=105, type=dequantize_per_channel]; +"106 _param_constant37_0_0" [id=106, type=get_attr]; "107 conv2d_9" [id=107, type=conv2d]; "108 relu_9" [id=108, type=relu]; "109 quantize_per_tensor_default_14" [id=109, type=quantize_per_tensor]; "110 dequantize_per_tensor_default_18" [id=110, type=dequantize_per_tensor]; -"111 _param_constant41" [id=111, type=get_attr]; -"112 conv_transpose2d_scale_0" [id=112, type=get_attr]; -"113 conv_transpose2d_zero_point_0" [id=113, type=get_attr]; -"114 compressed_weight_updated_constant10" [id=114, type=get_attr]; -"115 quantize_per_channel_default_10" [id=115, type=quantize_per_channel]; -"116 dequantize_per_channel_default_10" [id=116, type=dequantize_per_channel]; +"111 conv_transpose2d_scale_0" [id=111, type=get_attr]; +"112 conv_transpose2d_zero_point_0" [id=112, type=get_attr]; +"113 compressed_weight_updated_constant10" [id=113, type=get_attr]; +"114 quantize_per_channel_default_10" [id=114, type=quantize_per_channel]; +"115 dequantize_per_channel_default_10" [id=115, type=dequantize_per_channel]; +"116 _param_constant41_0_0" [id=116, type=get_attr]; "117 conv_transpose2d" [id=117, type=conv_transpose2d]; "118 quantize_per_tensor_default_6" [id=118, type=quantize_per_tensor]; "119 dequantize_per_tensor_default_9" [id=119, type=dequantize_per_tensor]; @@ -124,32 +124,32 @@ strict digraph { "122 slice_3" [id=122, type=slice]; "123 slice_4" [id=123, type=slice]; "124 cat" [id=124, type=cat]; -"125 _param_constant43" [id=125, type=get_attr]; -"126 conv2d_10_scale_0" [id=126, type=get_attr]; -"127 conv2d_10_zero_point_0" [id=127, type=get_attr]; -"128 compressed_weight_updated_constant11" [id=128, type=get_attr]; -"129 quantize_per_channel_default_11" [id=129, type=quantize_per_channel]; -"130 dequantize_per_channel_default_11" [id=130, type=dequantize_per_channel]; +"125 conv2d_10_scale_0" [id=125, type=get_attr]; +"126 conv2d_10_zero_point_0" [id=126, type=get_attr]; +"127 compressed_weight_updated_constant11" [id=127, type=get_attr]; +"128 quantize_per_channel_default_11" [id=128, type=quantize_per_channel]; +"129 dequantize_per_channel_default_11" [id=129, type=dequantize_per_channel]; +"130 _param_constant43_0_0" [id=130, type=get_attr]; "131 conv2d_10" [id=131, type=conv2d]; "132 relu_10" [id=132, type=relu]; "133 quantize_per_tensor_default_15" [id=133, type=quantize_per_tensor]; "134 dequantize_per_tensor_default_19" [id=134, type=dequantize_per_tensor]; -"135 _param_constant47" [id=135, type=get_attr]; -"136 conv2d_11_scale_0" [id=136, type=get_attr]; -"137 conv2d_11_zero_point_0" [id=137, type=get_attr]; -"138 compressed_weight_updated_constant12" [id=138, type=get_attr]; -"139 quantize_per_channel_default_12" [id=139, type=quantize_per_channel]; -"140 dequantize_per_channel_default_12" [id=140, type=dequantize_per_channel]; +"135 conv2d_11_scale_0" [id=135, type=get_attr]; +"136 conv2d_11_zero_point_0" [id=136, type=get_attr]; +"137 compressed_weight_updated_constant12" [id=137, type=get_attr]; +"138 quantize_per_channel_default_12" [id=138, type=quantize_per_channel]; +"139 dequantize_per_channel_default_12" [id=139, type=dequantize_per_channel]; +"140 _param_constant47_0_0" [id=140, type=get_attr]; "141 conv2d_11" [id=141, type=conv2d]; "142 relu_11" [id=142, type=relu]; "143 quantize_per_tensor_default_16" [id=143, type=quantize_per_tensor]; "144 dequantize_per_tensor_default_20" [id=144, type=dequantize_per_tensor]; -"145 _param_constant51" [id=145, type=get_attr]; -"146 conv_transpose2d_1_scale_0" [id=146, type=get_attr]; -"147 conv_transpose2d_1_zero_point_0" [id=147, type=get_attr]; -"148 compressed_weight_updated_constant13" [id=148, type=get_attr]; -"149 quantize_per_channel_default_13" [id=149, type=quantize_per_channel]; -"150 dequantize_per_channel_default_13" [id=150, type=dequantize_per_channel]; +"145 conv_transpose2d_1_scale_0" [id=145, type=get_attr]; +"146 conv_transpose2d_1_zero_point_0" [id=146, type=get_attr]; +"147 compressed_weight_updated_constant13" [id=147, type=get_attr]; +"148 quantize_per_channel_default_13" [id=148, type=quantize_per_channel]; +"149 dequantize_per_channel_default_13" [id=149, type=dequantize_per_channel]; +"150 _param_constant51_0_0" [id=150, type=get_attr]; "151 conv_transpose2d_1" [id=151, type=conv_transpose2d]; "152 quantize_per_tensor_default_5" [id=152, type=quantize_per_tensor]; "153 dequantize_per_tensor_default_8" [id=153, type=dequantize_per_tensor]; @@ -158,32 +158,32 @@ strict digraph { "156 slice_7" [id=156, type=slice]; "157 slice_8" [id=157, type=slice]; "158 cat_1" [id=158, type=cat]; -"159 _param_constant53" [id=159, type=get_attr]; -"160 conv2d_12_scale_0" [id=160, type=get_attr]; -"161 conv2d_12_zero_point_0" [id=161, type=get_attr]; -"162 compressed_weight_updated_constant14" [id=162, type=get_attr]; -"163 quantize_per_channel_default_14" [id=163, type=quantize_per_channel]; -"164 dequantize_per_channel_default_14" [id=164, type=dequantize_per_channel]; +"159 conv2d_12_scale_0" [id=159, type=get_attr]; +"160 conv2d_12_zero_point_0" [id=160, type=get_attr]; +"161 compressed_weight_updated_constant14" [id=161, type=get_attr]; +"162 quantize_per_channel_default_14" [id=162, type=quantize_per_channel]; +"163 dequantize_per_channel_default_14" [id=163, type=dequantize_per_channel]; +"164 _param_constant53_0_0" [id=164, type=get_attr]; "165 conv2d_12" [id=165, type=conv2d]; "166 relu_12" [id=166, type=relu]; "167 quantize_per_tensor_default_17" [id=167, type=quantize_per_tensor]; "168 dequantize_per_tensor_default_21" [id=168, type=dequantize_per_tensor]; -"169 _param_constant57" [id=169, type=get_attr]; -"170 conv2d_13_scale_0" [id=170, type=get_attr]; -"171 conv2d_13_zero_point_0" [id=171, type=get_attr]; -"172 compressed_weight_updated_constant15" [id=172, type=get_attr]; -"173 quantize_per_channel_default_15" [id=173, type=quantize_per_channel]; -"174 dequantize_per_channel_default_15" [id=174, type=dequantize_per_channel]; +"169 conv2d_13_scale_0" [id=169, type=get_attr]; +"170 conv2d_13_zero_point_0" [id=170, type=get_attr]; +"171 compressed_weight_updated_constant15" [id=171, type=get_attr]; +"172 quantize_per_channel_default_15" [id=172, type=quantize_per_channel]; +"173 dequantize_per_channel_default_15" [id=173, type=dequantize_per_channel]; +"174 _param_constant57_0_0" [id=174, type=get_attr]; "175 conv2d_13" [id=175, type=conv2d]; "176 relu_13" [id=176, type=relu]; "177 quantize_per_tensor_default_18" [id=177, type=quantize_per_tensor]; "178 dequantize_per_tensor_default_22" [id=178, type=dequantize_per_tensor]; -"179 _param_constant61" [id=179, type=get_attr]; -"180 conv_transpose2d_2_scale_0" [id=180, type=get_attr]; -"181 conv_transpose2d_2_zero_point_0" [id=181, type=get_attr]; -"182 compressed_weight_updated_constant16" [id=182, type=get_attr]; -"183 quantize_per_channel_default_16" [id=183, type=quantize_per_channel]; -"184 dequantize_per_channel_default_16" [id=184, type=dequantize_per_channel]; +"179 conv_transpose2d_2_scale_0" [id=179, type=get_attr]; +"180 conv_transpose2d_2_zero_point_0" [id=180, type=get_attr]; +"181 compressed_weight_updated_constant16" [id=181, type=get_attr]; +"182 quantize_per_channel_default_16" [id=182, type=quantize_per_channel]; +"183 dequantize_per_channel_default_16" [id=183, type=dequantize_per_channel]; +"184 _param_constant61_0_0" [id=184, type=get_attr]; "185 conv_transpose2d_2" [id=185, type=conv_transpose2d]; "186 quantize_per_tensor_default_2" [id=186, type=quantize_per_tensor]; "187 dequantize_per_tensor_default_3" [id=187, type=dequantize_per_tensor]; @@ -192,32 +192,32 @@ strict digraph { "190 slice_11" [id=190, type=slice]; "191 slice_12" [id=191, type=slice]; "192 cat_2" [id=192, type=cat]; -"193 _param_constant63" [id=193, type=get_attr]; -"194 conv2d_14_scale_0" [id=194, type=get_attr]; -"195 conv2d_14_zero_point_0" [id=195, type=get_attr]; -"196 compressed_weight_updated_constant17" [id=196, type=get_attr]; -"197 quantize_per_channel_default_17" [id=197, type=quantize_per_channel]; -"198 dequantize_per_channel_default_17" [id=198, type=dequantize_per_channel]; +"193 conv2d_14_scale_0" [id=193, type=get_attr]; +"194 conv2d_14_zero_point_0" [id=194, type=get_attr]; +"195 compressed_weight_updated_constant17" [id=195, type=get_attr]; +"196 quantize_per_channel_default_17" [id=196, type=quantize_per_channel]; +"197 dequantize_per_channel_default_17" [id=197, type=dequantize_per_channel]; +"198 _param_constant63_0_0" [id=198, type=get_attr]; "199 conv2d_14" [id=199, type=conv2d]; "200 relu_14" [id=200, type=relu]; "201 quantize_per_tensor_default_19" [id=201, type=quantize_per_tensor]; "202 dequantize_per_tensor_default_23" [id=202, type=dequantize_per_tensor]; -"203 _param_constant67" [id=203, type=get_attr]; -"204 conv2d_15_scale_0" [id=204, type=get_attr]; -"205 conv2d_15_zero_point_0" [id=205, type=get_attr]; -"206 compressed_weight_updated_constant18" [id=206, type=get_attr]; -"207 quantize_per_channel_default_18" [id=207, type=quantize_per_channel]; -"208 dequantize_per_channel_default_18" [id=208, type=dequantize_per_channel]; +"203 conv2d_15_scale_0" [id=203, type=get_attr]; +"204 conv2d_15_zero_point_0" [id=204, type=get_attr]; +"205 compressed_weight_updated_constant18" [id=205, type=get_attr]; +"206 quantize_per_channel_default_18" [id=206, type=quantize_per_channel]; +"207 dequantize_per_channel_default_18" [id=207, type=dequantize_per_channel]; +"208 _param_constant67_0_0" [id=208, type=get_attr]; "209 conv2d_15" [id=209, type=conv2d]; "210 relu_15" [id=210, type=relu]; "211 quantize_per_tensor_default_20" [id=211, type=quantize_per_tensor]; "212 dequantize_per_tensor_default_24" [id=212, type=dequantize_per_tensor]; -"213 _param_constant71" [id=213, type=get_attr]; -"214 conv_transpose2d_3_scale_0" [id=214, type=get_attr]; -"215 conv_transpose2d_3_zero_point_0" [id=215, type=get_attr]; -"216 compressed_weight_updated_constant19" [id=216, type=get_attr]; -"217 quantize_per_channel_default_19" [id=217, type=quantize_per_channel]; -"218 dequantize_per_channel_default_19" [id=218, type=dequantize_per_channel]; +"213 conv_transpose2d_3_scale_0" [id=213, type=get_attr]; +"214 conv_transpose2d_3_zero_point_0" [id=214, type=get_attr]; +"215 compressed_weight_updated_constant19" [id=215, type=get_attr]; +"216 quantize_per_channel_default_19" [id=216, type=quantize_per_channel]; +"217 dequantize_per_channel_default_19" [id=217, type=dequantize_per_channel]; +"218 _param_constant71_0_0" [id=218, type=get_attr]; "219 conv_transpose2d_3" [id=219, type=conv_transpose2d]; "220 quantize_per_tensor_default_1" [id=220, type=quantize_per_tensor]; "221 dequantize_per_tensor_default_2" [id=221, type=dequantize_per_tensor]; @@ -226,57 +226,57 @@ strict digraph { "224 slice_15" [id=224, type=slice]; "225 slice_16" [id=225, type=slice]; "226 cat_3" [id=226, type=cat]; -"227 _param_constant73" [id=227, type=get_attr]; -"228 conv2d_16_scale_0" [id=228, type=get_attr]; -"229 conv2d_16_zero_point_0" [id=229, type=get_attr]; -"230 compressed_weight_updated_constant20" [id=230, type=get_attr]; -"231 quantize_per_channel_default_20" [id=231, type=quantize_per_channel]; -"232 dequantize_per_channel_default_20" [id=232, type=dequantize_per_channel]; +"227 conv2d_16_scale_0" [id=227, type=get_attr]; +"228 conv2d_16_zero_point_0" [id=228, type=get_attr]; +"229 compressed_weight_updated_constant20" [id=229, type=get_attr]; +"230 quantize_per_channel_default_20" [id=230, type=quantize_per_channel]; +"231 dequantize_per_channel_default_20" [id=231, type=dequantize_per_channel]; +"232 _param_constant73_0_0" [id=232, type=get_attr]; "233 conv2d_16" [id=233, type=conv2d]; "234 relu_16" [id=234, type=relu]; "235 quantize_per_tensor_default_21" [id=235, type=quantize_per_tensor]; "236 dequantize_per_tensor_default_25" [id=236, type=dequantize_per_tensor]; -"237 _param_constant77" [id=237, type=get_attr]; -"238 conv2d_17_scale_0" [id=238, type=get_attr]; -"239 conv2d_17_zero_point_0" [id=239, type=get_attr]; -"240 compressed_weight_updated_constant21" [id=240, type=get_attr]; -"241 quantize_per_channel_default_21" [id=241, type=quantize_per_channel]; -"242 dequantize_per_channel_default_21" [id=242, type=dequantize_per_channel]; +"237 conv2d_17_scale_0" [id=237, type=get_attr]; +"238 conv2d_17_zero_point_0" [id=238, type=get_attr]; +"239 compressed_weight_updated_constant21" [id=239, type=get_attr]; +"240 quantize_per_channel_default_21" [id=240, type=quantize_per_channel]; +"241 dequantize_per_channel_default_21" [id=241, type=dequantize_per_channel]; +"242 _param_constant77_0_0" [id=242, type=get_attr]; "243 conv2d_17" [id=243, type=conv2d]; "244 relu_17" [id=244, type=relu]; "245 quantize_per_tensor_default_22" [id=245, type=quantize_per_tensor]; "246 dequantize_per_tensor_default_26" [id=246, type=dequantize_per_tensor]; -"247 _param_constant81" [id=247, type=get_attr]; -"248 conv2d_18_scale_0" [id=248, type=get_attr]; -"249 conv2d_18_zero_point_0" [id=249, type=get_attr]; -"250 compressed_weight_updated_constant22" [id=250, type=get_attr]; -"251 quantize_per_channel_default_22" [id=251, type=quantize_per_channel]; -"252 dequantize_per_channel_default_22" [id=252, type=dequantize_per_channel]; +"247 conv2d_18_scale_0" [id=247, type=get_attr]; +"248 conv2d_18_zero_point_0" [id=248, type=get_attr]; +"249 compressed_weight_updated_constant22" [id=249, type=get_attr]; +"250 quantize_per_channel_default_22" [id=250, type=quantize_per_channel]; +"251 dequantize_per_channel_default_22" [id=251, type=dequantize_per_channel]; +"252 _param_constant81_0_0" [id=252, type=get_attr]; "253 conv2d_18" [id=253, type=conv2d]; "254 output" [id=254, type=output]; "0 arg0_1" -> "1 quantize_per_tensor_default_8" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default_8" -> "2 dequantize_per_tensor_default_12" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default_12" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 _param_constant1" -> "9 conv2d" [label="(64,)", style=solid]; -"4 conv2d_scale_0" -> "7 quantize_per_channel_default" [label="(64,)", style=solid]; -"4 conv2d_scale_0" -> "8 dequantize_per_channel_default" [label="(64,)", style=solid]; -"5 conv2d_zero_point_0" -> "7 quantize_per_channel_default" [label="(64,)", style=solid]; -"5 conv2d_zero_point_0" -> "8 dequantize_per_channel_default" [label="(64,)", style=solid]; -"6 compressed_weight_updated_constant0" -> "7 quantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; -"7 quantize_per_channel_default" -> "8 dequantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; -"8 dequantize_per_channel_default" -> "9 conv2d" [label="(64, 3, 3, 3)", style=solid]; +"3 conv2d_scale_0" -> "6 quantize_per_channel_default" [label="(64,)", style=solid]; +"3 conv2d_scale_0" -> "7 dequantize_per_channel_default" [label="(64,)", style=solid]; +"4 conv2d_zero_point_0" -> "6 quantize_per_channel_default" [label="(64,)", style=solid]; +"4 conv2d_zero_point_0" -> "7 dequantize_per_channel_default" [label="(64,)", style=solid]; +"5 compressed_weight_updated_constant0" -> "6 quantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; +"6 quantize_per_channel_default" -> "7 dequantize_per_channel_default" [label="(64, 3, 3, 3)", style=solid]; +"7 dequantize_per_channel_default" -> "9 conv2d" [label="(64, 3, 3, 3)", style=solid]; +"8 _param_constant1_0_0" -> "9 conv2d" [label="(64,)", style=solid]; "9 conv2d" -> "10 relu" [label="(1, 64, 222, 222)", style=solid]; "10 relu" -> "11 quantize_per_tensor_default_9" [label="(1, 64, 222, 222)", style=solid]; "11 quantize_per_tensor_default_9" -> "12 dequantize_per_tensor_default_13" [label="(1, 64, 222, 222)", style=solid]; "12 dequantize_per_tensor_default_13" -> "19 conv2d_1" [label="(1, 64, 222, 222)", style=solid]; -"13 _param_constant5" -> "19 conv2d_1" [label="(64,)", style=solid]; -"14 conv2d_1_scale_0" -> "17 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"14 conv2d_1_scale_0" -> "18 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"15 conv2d_1_zero_point_0" -> "17 quantize_per_channel_default_1" [label="(64,)", style=solid]; -"15 conv2d_1_zero_point_0" -> "18 dequantize_per_channel_default_1" [label="(64,)", style=solid]; -"16 compressed_weight_updated_constant1" -> "17 quantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"17 quantize_per_channel_default_1" -> "18 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; -"18 dequantize_per_channel_default_1" -> "19 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; +"13 conv2d_1_scale_0" -> "16 quantize_per_channel_default_1" [label="(64,)", style=solid]; +"13 conv2d_1_scale_0" -> "17 dequantize_per_channel_default_1" [label="(64,)", style=solid]; +"14 conv2d_1_zero_point_0" -> "16 quantize_per_channel_default_1" [label="(64,)", style=solid]; +"14 conv2d_1_zero_point_0" -> "17 dequantize_per_channel_default_1" [label="(64,)", style=solid]; +"15 compressed_weight_updated_constant1" -> "16 quantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; +"16 quantize_per_channel_default_1" -> "17 dequantize_per_channel_default_1" [label="(64, 64, 3, 3)", style=solid]; +"17 dequantize_per_channel_default_1" -> "19 conv2d_1" [label="(64, 64, 3, 3)", style=solid]; +"18 _param_constant5_0_0" -> "19 conv2d_1" [label="(64,)", style=solid]; "19 conv2d_1" -> "20 relu_1" [label="(1, 64, 220, 220)", style=solid]; "20 relu_1" -> "21 quantize_per_tensor_default" [label="(1, 64, 220, 220)", style=solid]; "21 quantize_per_tensor_default" -> "22 dequantize_per_tensor_default_1" [label="(1, 64, 220, 220)", style=solid]; @@ -284,26 +284,26 @@ strict digraph { "22 dequantize_per_tensor_default_1" -> "222 slice_13" [label="(1, 64, 220, 220)", style=solid]; "23 dequantize_per_tensor_default" -> "24 max_pool2d" [label="(1, 64, 220, 220)", style=solid]; "24 max_pool2d" -> "31 conv2d_2" [label="(1, 64, 110, 110)", style=solid]; -"25 _param_constant9" -> "31 conv2d_2" [label="(128,)", style=solid]; -"26 conv2d_2_scale_0" -> "29 quantize_per_channel_default_2" [label="(128,)", style=solid]; -"26 conv2d_2_scale_0" -> "30 dequantize_per_channel_default_2" [label="(128,)", style=solid]; -"27 conv2d_2_zero_point_0" -> "29 quantize_per_channel_default_2" [label="(128,)", style=solid]; -"27 conv2d_2_zero_point_0" -> "30 dequantize_per_channel_default_2" [label="(128,)", style=solid]; -"28 compressed_weight_updated_constant2" -> "29 quantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; -"29 quantize_per_channel_default_2" -> "30 dequantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; -"30 dequantize_per_channel_default_2" -> "31 conv2d_2" [label="(128, 64, 3, 3)", style=solid]; +"25 conv2d_2_scale_0" -> "28 quantize_per_channel_default_2" [label="(128,)", style=solid]; +"25 conv2d_2_scale_0" -> "29 dequantize_per_channel_default_2" [label="(128,)", style=solid]; +"26 conv2d_2_zero_point_0" -> "28 quantize_per_channel_default_2" [label="(128,)", style=solid]; +"26 conv2d_2_zero_point_0" -> "29 dequantize_per_channel_default_2" [label="(128,)", style=solid]; +"27 compressed_weight_updated_constant2" -> "28 quantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; +"28 quantize_per_channel_default_2" -> "29 dequantize_per_channel_default_2" [label="(128, 64, 3, 3)", style=solid]; +"29 dequantize_per_channel_default_2" -> "31 conv2d_2" [label="(128, 64, 3, 3)", style=solid]; +"30 _param_constant9_0_0" -> "31 conv2d_2" [label="(128,)", style=solid]; "31 conv2d_2" -> "32 relu_2" [label="(1, 128, 108, 108)", style=solid]; "32 relu_2" -> "33 quantize_per_tensor_default_10" [label="(1, 128, 108, 108)", style=solid]; "33 quantize_per_tensor_default_10" -> "34 dequantize_per_tensor_default_14" [label="(1, 128, 108, 108)", style=solid]; "34 dequantize_per_tensor_default_14" -> "41 conv2d_3" [label="(1, 128, 108, 108)", style=solid]; -"35 _param_constant13" -> "41 conv2d_3" [label="(128,)", style=solid]; -"36 conv2d_3_scale_0" -> "39 quantize_per_channel_default_3" [label="(128,)", style=solid]; -"36 conv2d_3_scale_0" -> "40 dequantize_per_channel_default_3" [label="(128,)", style=solid]; -"37 conv2d_3_zero_point_0" -> "39 quantize_per_channel_default_3" [label="(128,)", style=solid]; -"37 conv2d_3_zero_point_0" -> "40 dequantize_per_channel_default_3" [label="(128,)", style=solid]; -"38 compressed_weight_updated_constant3" -> "39 quantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; -"39 quantize_per_channel_default_3" -> "40 dequantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; -"40 dequantize_per_channel_default_3" -> "41 conv2d_3" [label="(128, 128, 3, 3)", style=solid]; +"35 conv2d_3_scale_0" -> "38 quantize_per_channel_default_3" [label="(128,)", style=solid]; +"35 conv2d_3_scale_0" -> "39 dequantize_per_channel_default_3" [label="(128,)", style=solid]; +"36 conv2d_3_zero_point_0" -> "38 quantize_per_channel_default_3" [label="(128,)", style=solid]; +"36 conv2d_3_zero_point_0" -> "39 dequantize_per_channel_default_3" [label="(128,)", style=solid]; +"37 compressed_weight_updated_constant3" -> "38 quantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; +"38 quantize_per_channel_default_3" -> "39 dequantize_per_channel_default_3" [label="(128, 128, 3, 3)", style=solid]; +"39 dequantize_per_channel_default_3" -> "41 conv2d_3" [label="(128, 128, 3, 3)", style=solid]; +"40 _param_constant13_0_0" -> "41 conv2d_3" [label="(128,)", style=solid]; "41 conv2d_3" -> "42 relu_3" [label="(1, 128, 106, 106)", style=solid]; "42 relu_3" -> "43 quantize_per_tensor_default_3" [label="(1, 128, 106, 106)", style=solid]; "43 quantize_per_tensor_default_3" -> "44 dequantize_per_tensor_default_5" [label="(1, 128, 106, 106)", style=solid]; @@ -311,26 +311,26 @@ strict digraph { "44 dequantize_per_tensor_default_5" -> "188 slice_9" [label="(1, 128, 106, 106)", style=solid]; "45 dequantize_per_tensor_default_4" -> "46 max_pool2d_1" [label="(1, 128, 106, 106)", style=solid]; "46 max_pool2d_1" -> "53 conv2d_4" [label="(1, 128, 53, 53)", style=solid]; -"47 _param_constant17" -> "53 conv2d_4" [label="(256,)", style=solid]; -"48 conv2d_4_scale_0" -> "51 quantize_per_channel_default_4" [label="(256,)", style=solid]; -"48 conv2d_4_scale_0" -> "52 dequantize_per_channel_default_4" [label="(256,)", style=solid]; -"49 conv2d_4_zero_point_0" -> "51 quantize_per_channel_default_4" [label="(256,)", style=solid]; -"49 conv2d_4_zero_point_0" -> "52 dequantize_per_channel_default_4" [label="(256,)", style=solid]; -"50 compressed_weight_updated_constant4" -> "51 quantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; -"51 quantize_per_channel_default_4" -> "52 dequantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; -"52 dequantize_per_channel_default_4" -> "53 conv2d_4" [label="(256, 128, 3, 3)", style=solid]; +"47 conv2d_4_scale_0" -> "50 quantize_per_channel_default_4" [label="(256,)", style=solid]; +"47 conv2d_4_scale_0" -> "51 dequantize_per_channel_default_4" [label="(256,)", style=solid]; +"48 conv2d_4_zero_point_0" -> "50 quantize_per_channel_default_4" [label="(256,)", style=solid]; +"48 conv2d_4_zero_point_0" -> "51 dequantize_per_channel_default_4" [label="(256,)", style=solid]; +"49 compressed_weight_updated_constant4" -> "50 quantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; +"50 quantize_per_channel_default_4" -> "51 dequantize_per_channel_default_4" [label="(256, 128, 3, 3)", style=solid]; +"51 dequantize_per_channel_default_4" -> "53 conv2d_4" [label="(256, 128, 3, 3)", style=solid]; +"52 _param_constant17_0_0" -> "53 conv2d_4" [label="(256,)", style=solid]; "53 conv2d_4" -> "54 relu_4" [label="(1, 256, 51, 51)", style=solid]; "54 relu_4" -> "55 quantize_per_tensor_default_11" [label="(1, 256, 51, 51)", style=solid]; "55 quantize_per_tensor_default_11" -> "56 dequantize_per_tensor_default_15" [label="(1, 256, 51, 51)", style=solid]; "56 dequantize_per_tensor_default_15" -> "63 conv2d_5" [label="(1, 256, 51, 51)", style=solid]; -"57 _param_constant21" -> "63 conv2d_5" [label="(256,)", style=solid]; -"58 conv2d_5_scale_0" -> "61 quantize_per_channel_default_5" [label="(256,)", style=solid]; -"58 conv2d_5_scale_0" -> "62 dequantize_per_channel_default_5" [label="(256,)", style=solid]; -"59 conv2d_5_zero_point_0" -> "61 quantize_per_channel_default_5" [label="(256,)", style=solid]; -"59 conv2d_5_zero_point_0" -> "62 dequantize_per_channel_default_5" [label="(256,)", style=solid]; -"60 compressed_weight_updated_constant5" -> "61 quantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; -"61 quantize_per_channel_default_5" -> "62 dequantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; -"62 dequantize_per_channel_default_5" -> "63 conv2d_5" [label="(256, 256, 3, 3)", style=solid]; +"57 conv2d_5_scale_0" -> "60 quantize_per_channel_default_5" [label="(256,)", style=solid]; +"57 conv2d_5_scale_0" -> "61 dequantize_per_channel_default_5" [label="(256,)", style=solid]; +"58 conv2d_5_zero_point_0" -> "60 quantize_per_channel_default_5" [label="(256,)", style=solid]; +"58 conv2d_5_zero_point_0" -> "61 dequantize_per_channel_default_5" [label="(256,)", style=solid]; +"59 compressed_weight_updated_constant5" -> "60 quantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; +"60 quantize_per_channel_default_5" -> "61 dequantize_per_channel_default_5" [label="(256, 256, 3, 3)", style=solid]; +"61 dequantize_per_channel_default_5" -> "63 conv2d_5" [label="(256, 256, 3, 3)", style=solid]; +"62 _param_constant21_0_0" -> "63 conv2d_5" [label="(256,)", style=solid]; "63 conv2d_5" -> "64 relu_5" [label="(1, 256, 49, 49)", style=solid]; "64 relu_5" -> "65 quantize_per_tensor_default_4" [label="(1, 256, 49, 49)", style=solid]; "65 quantize_per_tensor_default_4" -> "66 dequantize_per_tensor_default_7" [label="(1, 256, 49, 49)", style=solid]; @@ -338,26 +338,26 @@ strict digraph { "66 dequantize_per_tensor_default_7" -> "154 slice_5" [label="(1, 256, 49, 49)", style=solid]; "67 dequantize_per_tensor_default_6" -> "68 max_pool2d_2" [label="(1, 256, 49, 49)", style=solid]; "68 max_pool2d_2" -> "75 conv2d_6" [label="(1, 256, 24, 24)", style=solid]; -"69 _param_constant25" -> "75 conv2d_6" [label="(512,)", style=solid]; -"70 conv2d_6_scale_0" -> "73 quantize_per_channel_default_6" [label="(512,)", style=solid]; -"70 conv2d_6_scale_0" -> "74 dequantize_per_channel_default_6" [label="(512,)", style=solid]; -"71 conv2d_6_zero_point_0" -> "73 quantize_per_channel_default_6" [label="(512,)", style=solid]; -"71 conv2d_6_zero_point_0" -> "74 dequantize_per_channel_default_6" [label="(512,)", style=solid]; -"72 compressed_weight_updated_constant6" -> "73 quantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; -"73 quantize_per_channel_default_6" -> "74 dequantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; -"74 dequantize_per_channel_default_6" -> "75 conv2d_6" [label="(512, 256, 3, 3)", style=solid]; +"69 conv2d_6_scale_0" -> "72 quantize_per_channel_default_6" [label="(512,)", style=solid]; +"69 conv2d_6_scale_0" -> "73 dequantize_per_channel_default_6" [label="(512,)", style=solid]; +"70 conv2d_6_zero_point_0" -> "72 quantize_per_channel_default_6" [label="(512,)", style=solid]; +"70 conv2d_6_zero_point_0" -> "73 dequantize_per_channel_default_6" [label="(512,)", style=solid]; +"71 compressed_weight_updated_constant6" -> "72 quantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; +"72 quantize_per_channel_default_6" -> "73 dequantize_per_channel_default_6" [label="(512, 256, 3, 3)", style=solid]; +"73 dequantize_per_channel_default_6" -> "75 conv2d_6" [label="(512, 256, 3, 3)", style=solid]; +"74 _param_constant25_0_0" -> "75 conv2d_6" [label="(512,)", style=solid]; "75 conv2d_6" -> "76 relu_6" [label="(1, 512, 22, 22)", style=solid]; "76 relu_6" -> "77 quantize_per_tensor_default_12" [label="(1, 512, 22, 22)", style=solid]; "77 quantize_per_tensor_default_12" -> "78 dequantize_per_tensor_default_16" [label="(1, 512, 22, 22)", style=solid]; "78 dequantize_per_tensor_default_16" -> "85 conv2d_7" [label="(1, 512, 22, 22)", style=solid]; -"79 _param_constant29" -> "85 conv2d_7" [label="(512,)", style=solid]; -"80 conv2d_7_scale_0" -> "83 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"80 conv2d_7_scale_0" -> "84 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"81 conv2d_7_zero_point_0" -> "83 quantize_per_channel_default_7" [label="(512,)", style=solid]; -"81 conv2d_7_zero_point_0" -> "84 dequantize_per_channel_default_7" [label="(512,)", style=solid]; -"82 compressed_weight_updated_constant7" -> "83 quantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; -"83 quantize_per_channel_default_7" -> "84 dequantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; -"84 dequantize_per_channel_default_7" -> "85 conv2d_7" [label="(512, 512, 3, 3)", style=solid]; +"79 conv2d_7_scale_0" -> "82 quantize_per_channel_default_7" [label="(512,)", style=solid]; +"79 conv2d_7_scale_0" -> "83 dequantize_per_channel_default_7" [label="(512,)", style=solid]; +"80 conv2d_7_zero_point_0" -> "82 quantize_per_channel_default_7" [label="(512,)", style=solid]; +"80 conv2d_7_zero_point_0" -> "83 dequantize_per_channel_default_7" [label="(512,)", style=solid]; +"81 compressed_weight_updated_constant7" -> "82 quantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; +"82 quantize_per_channel_default_7" -> "83 dequantize_per_channel_default_7" [label="(512, 512, 3, 3)", style=solid]; +"83 dequantize_per_channel_default_7" -> "85 conv2d_7" [label="(512, 512, 3, 3)", style=solid]; +"84 _param_constant29_0_0" -> "85 conv2d_7" [label="(512,)", style=solid]; "85 conv2d_7" -> "86 relu_7" [label="(1, 512, 20, 20)", style=solid]; "86 relu_7" -> "87 quantize_per_tensor_default_7" [label="(1, 512, 20, 20)", style=solid]; "87 quantize_per_tensor_default_7" -> "88 dequantize_per_tensor_default_11" [label="(1, 512, 20, 20)", style=solid]; @@ -365,38 +365,38 @@ strict digraph { "88 dequantize_per_tensor_default_11" -> "120 slice_1" [label="(1, 512, 20, 20)", style=solid]; "89 dequantize_per_tensor_default_10" -> "90 max_pool2d_3" [label="(1, 512, 20, 20)", style=solid]; "90 max_pool2d_3" -> "97 conv2d_8" [label="(1, 512, 10, 10)", style=solid]; -"91 _param_constant33" -> "97 conv2d_8" [label="(1024,)", style=solid]; -"92 conv2d_8_scale_0" -> "95 quantize_per_channel_default_8" [label="(1024,)", style=solid]; -"92 conv2d_8_scale_0" -> "96 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; -"93 conv2d_8_zero_point_0" -> "95 quantize_per_channel_default_8" [label="(1024,)", style=solid]; -"93 conv2d_8_zero_point_0" -> "96 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; -"94 compressed_weight_updated_constant8" -> "95 quantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; -"95 quantize_per_channel_default_8" -> "96 dequantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; -"96 dequantize_per_channel_default_8" -> "97 conv2d_8" [label="(1024, 512, 3, 3)", style=solid]; +"91 conv2d_8_scale_0" -> "94 quantize_per_channel_default_8" [label="(1024,)", style=solid]; +"91 conv2d_8_scale_0" -> "95 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; +"92 conv2d_8_zero_point_0" -> "94 quantize_per_channel_default_8" [label="(1024,)", style=solid]; +"92 conv2d_8_zero_point_0" -> "95 dequantize_per_channel_default_8" [label="(1024,)", style=solid]; +"93 compressed_weight_updated_constant8" -> "94 quantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; +"94 quantize_per_channel_default_8" -> "95 dequantize_per_channel_default_8" [label="(1024, 512, 3, 3)", style=solid]; +"95 dequantize_per_channel_default_8" -> "97 conv2d_8" [label="(1024, 512, 3, 3)", style=solid]; +"96 _param_constant33_0_0" -> "97 conv2d_8" [label="(1024,)", style=solid]; "97 conv2d_8" -> "98 relu_8" [label="(1, 1024, 8, 8)", style=solid]; "98 relu_8" -> "99 quantize_per_tensor_default_13" [label="(1, 1024, 8, 8)", style=solid]; "99 quantize_per_tensor_default_13" -> "100 dequantize_per_tensor_default_17" [label="(1, 1024, 8, 8)", style=solid]; "100 dequantize_per_tensor_default_17" -> "107 conv2d_9" [label="(1, 1024, 8, 8)", style=solid]; -"101 _param_constant37" -> "107 conv2d_9" [label="(1024,)", style=solid]; -"102 conv2d_9_scale_0" -> "105 quantize_per_channel_default_9" [label="(1024,)", style=solid]; -"102 conv2d_9_scale_0" -> "106 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; -"103 conv2d_9_zero_point_0" -> "105 quantize_per_channel_default_9" [label="(1024,)", style=solid]; -"103 conv2d_9_zero_point_0" -> "106 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; -"104 compressed_weight_updated_constant9" -> "105 quantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; -"105 quantize_per_channel_default_9" -> "106 dequantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; -"106 dequantize_per_channel_default_9" -> "107 conv2d_9" [label="(1024, 1024, 3, 3)", style=solid]; +"101 conv2d_9_scale_0" -> "104 quantize_per_channel_default_9" [label="(1024,)", style=solid]; +"101 conv2d_9_scale_0" -> "105 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; +"102 conv2d_9_zero_point_0" -> "104 quantize_per_channel_default_9" [label="(1024,)", style=solid]; +"102 conv2d_9_zero_point_0" -> "105 dequantize_per_channel_default_9" [label="(1024,)", style=solid]; +"103 compressed_weight_updated_constant9" -> "104 quantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; +"104 quantize_per_channel_default_9" -> "105 dequantize_per_channel_default_9" [label="(1024, 1024, 3, 3)", style=solid]; +"105 dequantize_per_channel_default_9" -> "107 conv2d_9" [label="(1024, 1024, 3, 3)", style=solid]; +"106 _param_constant37_0_0" -> "107 conv2d_9" [label="(1024,)", style=solid]; "107 conv2d_9" -> "108 relu_9" [label="(1, 1024, 6, 6)", style=solid]; "108 relu_9" -> "109 quantize_per_tensor_default_14" [label="(1, 1024, 6, 6)", style=solid]; "109 quantize_per_tensor_default_14" -> "110 dequantize_per_tensor_default_18" [label="(1, 1024, 6, 6)", style=solid]; "110 dequantize_per_tensor_default_18" -> "117 conv_transpose2d" [label="(1, 1024, 6, 6)", style=solid]; -"111 _param_constant41" -> "117 conv_transpose2d" [label="(512,)", style=solid]; -"112 conv_transpose2d_scale_0" -> "115 quantize_per_channel_default_10" [label="(1024,)", style=solid]; -"112 conv_transpose2d_scale_0" -> "116 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; -"113 conv_transpose2d_zero_point_0" -> "115 quantize_per_channel_default_10" [label="(1024,)", style=solid]; -"113 conv_transpose2d_zero_point_0" -> "116 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; -"114 compressed_weight_updated_constant10" -> "115 quantize_per_channel_default_10" [label="(1024, 512, 2, 2)", style=solid]; -"115 quantize_per_channel_default_10" -> "116 dequantize_per_channel_default_10" [label="(1024, 512, 2, 2)", style=solid]; -"116 dequantize_per_channel_default_10" -> "117 conv_transpose2d" [label="(1024, 512, 2, 2)", style=solid]; +"111 conv_transpose2d_scale_0" -> "114 quantize_per_channel_default_10" [label="(1024,)", style=solid]; +"111 conv_transpose2d_scale_0" -> "115 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; +"112 conv_transpose2d_zero_point_0" -> "114 quantize_per_channel_default_10" [label="(1024,)", style=solid]; +"112 conv_transpose2d_zero_point_0" -> "115 dequantize_per_channel_default_10" [label="(1024,)", style=solid]; +"113 compressed_weight_updated_constant10" -> "114 quantize_per_channel_default_10" [label="(1024, 512, 2, 2)", style=solid]; +"114 quantize_per_channel_default_10" -> "115 dequantize_per_channel_default_10" [label="(1024, 512, 2, 2)", style=solid]; +"115 dequantize_per_channel_default_10" -> "117 conv_transpose2d" [label="(1024, 512, 2, 2)", style=solid]; +"116 _param_constant41_0_0" -> "117 conv_transpose2d" [label="(512,)", style=solid]; "117 conv_transpose2d" -> "118 quantize_per_tensor_default_6" [label="(1, 512, 12, 12)", style=solid]; "118 quantize_per_tensor_default_6" -> "119 dequantize_per_tensor_default_9" [label="(1, 512, 12, 12)", style=solid]; "119 dequantize_per_tensor_default_9" -> "124 cat" [label="(1, 512, 12, 12)", style=solid]; @@ -405,38 +405,38 @@ strict digraph { "122 slice_3" -> "123 slice_4" [label="(1, 512, 12, 20)", style=solid]; "123 slice_4" -> "124 cat" [label="(1, 512, 12, 12)", style=solid]; "124 cat" -> "131 conv2d_10" [label="(1, 1024, 12, 12)", style=solid]; -"125 _param_constant43" -> "131 conv2d_10" [label="(512,)", style=solid]; -"126 conv2d_10_scale_0" -> "129 quantize_per_channel_default_11" [label="(512,)", style=solid]; -"126 conv2d_10_scale_0" -> "130 dequantize_per_channel_default_11" [label="(512,)", style=solid]; -"127 conv2d_10_zero_point_0" -> "129 quantize_per_channel_default_11" [label="(512,)", style=solid]; -"127 conv2d_10_zero_point_0" -> "130 dequantize_per_channel_default_11" [label="(512,)", style=solid]; -"128 compressed_weight_updated_constant11" -> "129 quantize_per_channel_default_11" [label="(512, 1024, 3, 3)", style=solid]; -"129 quantize_per_channel_default_11" -> "130 dequantize_per_channel_default_11" [label="(512, 1024, 3, 3)", style=solid]; -"130 dequantize_per_channel_default_11" -> "131 conv2d_10" [label="(512, 1024, 3, 3)", style=solid]; +"125 conv2d_10_scale_0" -> "128 quantize_per_channel_default_11" [label="(512,)", style=solid]; +"125 conv2d_10_scale_0" -> "129 dequantize_per_channel_default_11" [label="(512,)", style=solid]; +"126 conv2d_10_zero_point_0" -> "128 quantize_per_channel_default_11" [label="(512,)", style=solid]; +"126 conv2d_10_zero_point_0" -> "129 dequantize_per_channel_default_11" [label="(512,)", style=solid]; +"127 compressed_weight_updated_constant11" -> "128 quantize_per_channel_default_11" [label="(512, 1024, 3, 3)", style=solid]; +"128 quantize_per_channel_default_11" -> "129 dequantize_per_channel_default_11" [label="(512, 1024, 3, 3)", style=solid]; +"129 dequantize_per_channel_default_11" -> "131 conv2d_10" [label="(512, 1024, 3, 3)", style=solid]; +"130 _param_constant43_0_0" -> "131 conv2d_10" [label="(512,)", style=solid]; "131 conv2d_10" -> "132 relu_10" [label="(1, 512, 10, 10)", style=solid]; "132 relu_10" -> "133 quantize_per_tensor_default_15" [label="(1, 512, 10, 10)", style=solid]; "133 quantize_per_tensor_default_15" -> "134 dequantize_per_tensor_default_19" [label="(1, 512, 10, 10)", style=solid]; "134 dequantize_per_tensor_default_19" -> "141 conv2d_11" [label="(1, 512, 10, 10)", style=solid]; -"135 _param_constant47" -> "141 conv2d_11" [label="(512,)", style=solid]; -"136 conv2d_11_scale_0" -> "139 quantize_per_channel_default_12" [label="(512,)", style=solid]; -"136 conv2d_11_scale_0" -> "140 dequantize_per_channel_default_12" [label="(512,)", style=solid]; -"137 conv2d_11_zero_point_0" -> "139 quantize_per_channel_default_12" [label="(512,)", style=solid]; -"137 conv2d_11_zero_point_0" -> "140 dequantize_per_channel_default_12" [label="(512,)", style=solid]; -"138 compressed_weight_updated_constant12" -> "139 quantize_per_channel_default_12" [label="(512, 512, 3, 3)", style=solid]; -"139 quantize_per_channel_default_12" -> "140 dequantize_per_channel_default_12" [label="(512, 512, 3, 3)", style=solid]; -"140 dequantize_per_channel_default_12" -> "141 conv2d_11" [label="(512, 512, 3, 3)", style=solid]; +"135 conv2d_11_scale_0" -> "138 quantize_per_channel_default_12" [label="(512,)", style=solid]; +"135 conv2d_11_scale_0" -> "139 dequantize_per_channel_default_12" [label="(512,)", style=solid]; +"136 conv2d_11_zero_point_0" -> "138 quantize_per_channel_default_12" [label="(512,)", style=solid]; +"136 conv2d_11_zero_point_0" -> "139 dequantize_per_channel_default_12" [label="(512,)", style=solid]; +"137 compressed_weight_updated_constant12" -> "138 quantize_per_channel_default_12" [label="(512, 512, 3, 3)", style=solid]; +"138 quantize_per_channel_default_12" -> "139 dequantize_per_channel_default_12" [label="(512, 512, 3, 3)", style=solid]; +"139 dequantize_per_channel_default_12" -> "141 conv2d_11" [label="(512, 512, 3, 3)", style=solid]; +"140 _param_constant47_0_0" -> "141 conv2d_11" [label="(512,)", style=solid]; "141 conv2d_11" -> "142 relu_11" [label="(1, 512, 8, 8)", style=solid]; "142 relu_11" -> "143 quantize_per_tensor_default_16" [label="(1, 512, 8, 8)", style=solid]; "143 quantize_per_tensor_default_16" -> "144 dequantize_per_tensor_default_20" [label="(1, 512, 8, 8)", style=solid]; "144 dequantize_per_tensor_default_20" -> "151 conv_transpose2d_1" [label="(1, 512, 8, 8)", style=solid]; -"145 _param_constant51" -> "151 conv_transpose2d_1" [label="(256,)", style=solid]; -"146 conv_transpose2d_1_scale_0" -> "149 quantize_per_channel_default_13" [label="(512,)", style=solid]; -"146 conv_transpose2d_1_scale_0" -> "150 dequantize_per_channel_default_13" [label="(512,)", style=solid]; -"147 conv_transpose2d_1_zero_point_0" -> "149 quantize_per_channel_default_13" [label="(512,)", style=solid]; -"147 conv_transpose2d_1_zero_point_0" -> "150 dequantize_per_channel_default_13" [label="(512,)", style=solid]; -"148 compressed_weight_updated_constant13" -> "149 quantize_per_channel_default_13" [label="(512, 256, 2, 2)", style=solid]; -"149 quantize_per_channel_default_13" -> "150 dequantize_per_channel_default_13" [label="(512, 256, 2, 2)", style=solid]; -"150 dequantize_per_channel_default_13" -> "151 conv_transpose2d_1" [label="(512, 256, 2, 2)", style=solid]; +"145 conv_transpose2d_1_scale_0" -> "148 quantize_per_channel_default_13" [label="(512,)", style=solid]; +"145 conv_transpose2d_1_scale_0" -> "149 dequantize_per_channel_default_13" [label="(512,)", style=solid]; +"146 conv_transpose2d_1_zero_point_0" -> "148 quantize_per_channel_default_13" [label="(512,)", style=solid]; +"146 conv_transpose2d_1_zero_point_0" -> "149 dequantize_per_channel_default_13" [label="(512,)", style=solid]; +"147 compressed_weight_updated_constant13" -> "148 quantize_per_channel_default_13" [label="(512, 256, 2, 2)", style=solid]; +"148 quantize_per_channel_default_13" -> "149 dequantize_per_channel_default_13" [label="(512, 256, 2, 2)", style=solid]; +"149 dequantize_per_channel_default_13" -> "151 conv_transpose2d_1" [label="(512, 256, 2, 2)", style=solid]; +"150 _param_constant51_0_0" -> "151 conv_transpose2d_1" [label="(256,)", style=solid]; "151 conv_transpose2d_1" -> "152 quantize_per_tensor_default_5" [label="(1, 256, 16, 16)", style=solid]; "152 quantize_per_tensor_default_5" -> "153 dequantize_per_tensor_default_8" [label="(1, 256, 16, 16)", style=solid]; "153 dequantize_per_tensor_default_8" -> "158 cat_1" [label="(1, 256, 16, 16)", style=solid]; @@ -445,38 +445,38 @@ strict digraph { "156 slice_7" -> "157 slice_8" [label="(1, 256, 16, 49)", style=solid]; "157 slice_8" -> "158 cat_1" [label="(1, 256, 16, 16)", style=solid]; "158 cat_1" -> "165 conv2d_12" [label="(1, 512, 16, 16)", style=solid]; -"159 _param_constant53" -> "165 conv2d_12" [label="(256,)", style=solid]; -"160 conv2d_12_scale_0" -> "163 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"160 conv2d_12_scale_0" -> "164 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"161 conv2d_12_zero_point_0" -> "163 quantize_per_channel_default_14" [label="(256,)", style=solid]; -"161 conv2d_12_zero_point_0" -> "164 dequantize_per_channel_default_14" [label="(256,)", style=solid]; -"162 compressed_weight_updated_constant14" -> "163 quantize_per_channel_default_14" [label="(256, 512, 3, 3)", style=solid]; -"163 quantize_per_channel_default_14" -> "164 dequantize_per_channel_default_14" [label="(256, 512, 3, 3)", style=solid]; -"164 dequantize_per_channel_default_14" -> "165 conv2d_12" [label="(256, 512, 3, 3)", style=solid]; +"159 conv2d_12_scale_0" -> "162 quantize_per_channel_default_14" [label="(256,)", style=solid]; +"159 conv2d_12_scale_0" -> "163 dequantize_per_channel_default_14" [label="(256,)", style=solid]; +"160 conv2d_12_zero_point_0" -> "162 quantize_per_channel_default_14" [label="(256,)", style=solid]; +"160 conv2d_12_zero_point_0" -> "163 dequantize_per_channel_default_14" [label="(256,)", style=solid]; +"161 compressed_weight_updated_constant14" -> "162 quantize_per_channel_default_14" [label="(256, 512, 3, 3)", style=solid]; +"162 quantize_per_channel_default_14" -> "163 dequantize_per_channel_default_14" [label="(256, 512, 3, 3)", style=solid]; +"163 dequantize_per_channel_default_14" -> "165 conv2d_12" [label="(256, 512, 3, 3)", style=solid]; +"164 _param_constant53_0_0" -> "165 conv2d_12" [label="(256,)", style=solid]; "165 conv2d_12" -> "166 relu_12" [label="(1, 256, 14, 14)", style=solid]; "166 relu_12" -> "167 quantize_per_tensor_default_17" [label="(1, 256, 14, 14)", style=solid]; "167 quantize_per_tensor_default_17" -> "168 dequantize_per_tensor_default_21" [label="(1, 256, 14, 14)", style=solid]; "168 dequantize_per_tensor_default_21" -> "175 conv2d_13" [label="(1, 256, 14, 14)", style=solid]; -"169 _param_constant57" -> "175 conv2d_13" [label="(256,)", style=solid]; -"170 conv2d_13_scale_0" -> "173 quantize_per_channel_default_15" [label="(256,)", style=solid]; -"170 conv2d_13_scale_0" -> "174 dequantize_per_channel_default_15" [label="(256,)", style=solid]; -"171 conv2d_13_zero_point_0" -> "173 quantize_per_channel_default_15" [label="(256,)", style=solid]; -"171 conv2d_13_zero_point_0" -> "174 dequantize_per_channel_default_15" [label="(256,)", style=solid]; -"172 compressed_weight_updated_constant15" -> "173 quantize_per_channel_default_15" [label="(256, 256, 3, 3)", style=solid]; -"173 quantize_per_channel_default_15" -> "174 dequantize_per_channel_default_15" [label="(256, 256, 3, 3)", style=solid]; -"174 dequantize_per_channel_default_15" -> "175 conv2d_13" [label="(256, 256, 3, 3)", style=solid]; +"169 conv2d_13_scale_0" -> "172 quantize_per_channel_default_15" [label="(256,)", style=solid]; +"169 conv2d_13_scale_0" -> "173 dequantize_per_channel_default_15" [label="(256,)", style=solid]; +"170 conv2d_13_zero_point_0" -> "172 quantize_per_channel_default_15" [label="(256,)", style=solid]; +"170 conv2d_13_zero_point_0" -> "173 dequantize_per_channel_default_15" [label="(256,)", style=solid]; +"171 compressed_weight_updated_constant15" -> "172 quantize_per_channel_default_15" [label="(256, 256, 3, 3)", style=solid]; +"172 quantize_per_channel_default_15" -> "173 dequantize_per_channel_default_15" [label="(256, 256, 3, 3)", style=solid]; +"173 dequantize_per_channel_default_15" -> "175 conv2d_13" [label="(256, 256, 3, 3)", style=solid]; +"174 _param_constant57_0_0" -> "175 conv2d_13" [label="(256,)", style=solid]; "175 conv2d_13" -> "176 relu_13" [label="(1, 256, 12, 12)", style=solid]; "176 relu_13" -> "177 quantize_per_tensor_default_18" [label="(1, 256, 12, 12)", style=solid]; "177 quantize_per_tensor_default_18" -> "178 dequantize_per_tensor_default_22" [label="(1, 256, 12, 12)", style=solid]; "178 dequantize_per_tensor_default_22" -> "185 conv_transpose2d_2" [label="(1, 256, 12, 12)", style=solid]; -"179 _param_constant61" -> "185 conv_transpose2d_2" [label="(128,)", style=solid]; -"180 conv_transpose2d_2_scale_0" -> "183 quantize_per_channel_default_16" [label="(256,)", style=solid]; -"180 conv_transpose2d_2_scale_0" -> "184 dequantize_per_channel_default_16" [label="(256,)", style=solid]; -"181 conv_transpose2d_2_zero_point_0" -> "183 quantize_per_channel_default_16" [label="(256,)", style=solid]; -"181 conv_transpose2d_2_zero_point_0" -> "184 dequantize_per_channel_default_16" [label="(256,)", style=solid]; -"182 compressed_weight_updated_constant16" -> "183 quantize_per_channel_default_16" [label="(256, 128, 2, 2)", style=solid]; -"183 quantize_per_channel_default_16" -> "184 dequantize_per_channel_default_16" [label="(256, 128, 2, 2)", style=solid]; -"184 dequantize_per_channel_default_16" -> "185 conv_transpose2d_2" [label="(256, 128, 2, 2)", style=solid]; +"179 conv_transpose2d_2_scale_0" -> "182 quantize_per_channel_default_16" [label="(256,)", style=solid]; +"179 conv_transpose2d_2_scale_0" -> "183 dequantize_per_channel_default_16" [label="(256,)", style=solid]; +"180 conv_transpose2d_2_zero_point_0" -> "182 quantize_per_channel_default_16" [label="(256,)", style=solid]; +"180 conv_transpose2d_2_zero_point_0" -> "183 dequantize_per_channel_default_16" [label="(256,)", style=solid]; +"181 compressed_weight_updated_constant16" -> "182 quantize_per_channel_default_16" [label="(256, 128, 2, 2)", style=solid]; +"182 quantize_per_channel_default_16" -> "183 dequantize_per_channel_default_16" [label="(256, 128, 2, 2)", style=solid]; +"183 dequantize_per_channel_default_16" -> "185 conv_transpose2d_2" [label="(256, 128, 2, 2)", style=solid]; +"184 _param_constant61_0_0" -> "185 conv_transpose2d_2" [label="(128,)", style=solid]; "185 conv_transpose2d_2" -> "186 quantize_per_tensor_default_2" [label="(1, 128, 24, 24)", style=solid]; "186 quantize_per_tensor_default_2" -> "187 dequantize_per_tensor_default_3" [label="(1, 128, 24, 24)", style=solid]; "187 dequantize_per_tensor_default_3" -> "192 cat_2" [label="(1, 128, 24, 24)", style=solid]; @@ -485,38 +485,38 @@ strict digraph { "190 slice_11" -> "191 slice_12" [label="(1, 128, 24, 106)", style=solid]; "191 slice_12" -> "192 cat_2" [label="(1, 128, 24, 24)", style=solid]; "192 cat_2" -> "199 conv2d_14" [label="(1, 256, 24, 24)", style=solid]; -"193 _param_constant63" -> "199 conv2d_14" [label="(128,)", style=solid]; -"194 conv2d_14_scale_0" -> "197 quantize_per_channel_default_17" [label="(128,)", style=solid]; -"194 conv2d_14_scale_0" -> "198 dequantize_per_channel_default_17" [label="(128,)", style=solid]; -"195 conv2d_14_zero_point_0" -> "197 quantize_per_channel_default_17" [label="(128,)", style=solid]; -"195 conv2d_14_zero_point_0" -> "198 dequantize_per_channel_default_17" [label="(128,)", style=solid]; -"196 compressed_weight_updated_constant17" -> "197 quantize_per_channel_default_17" [label="(128, 256, 3, 3)", style=solid]; -"197 quantize_per_channel_default_17" -> "198 dequantize_per_channel_default_17" [label="(128, 256, 3, 3)", style=solid]; -"198 dequantize_per_channel_default_17" -> "199 conv2d_14" [label="(128, 256, 3, 3)", style=solid]; +"193 conv2d_14_scale_0" -> "196 quantize_per_channel_default_17" [label="(128,)", style=solid]; +"193 conv2d_14_scale_0" -> "197 dequantize_per_channel_default_17" [label="(128,)", style=solid]; +"194 conv2d_14_zero_point_0" -> "196 quantize_per_channel_default_17" [label="(128,)", style=solid]; +"194 conv2d_14_zero_point_0" -> "197 dequantize_per_channel_default_17" [label="(128,)", style=solid]; +"195 compressed_weight_updated_constant17" -> "196 quantize_per_channel_default_17" [label="(128, 256, 3, 3)", style=solid]; +"196 quantize_per_channel_default_17" -> "197 dequantize_per_channel_default_17" [label="(128, 256, 3, 3)", style=solid]; +"197 dequantize_per_channel_default_17" -> "199 conv2d_14" [label="(128, 256, 3, 3)", style=solid]; +"198 _param_constant63_0_0" -> "199 conv2d_14" [label="(128,)", style=solid]; "199 conv2d_14" -> "200 relu_14" [label="(1, 128, 22, 22)", style=solid]; "200 relu_14" -> "201 quantize_per_tensor_default_19" [label="(1, 128, 22, 22)", style=solid]; "201 quantize_per_tensor_default_19" -> "202 dequantize_per_tensor_default_23" [label="(1, 128, 22, 22)", style=solid]; "202 dequantize_per_tensor_default_23" -> "209 conv2d_15" [label="(1, 128, 22, 22)", style=solid]; -"203 _param_constant67" -> "209 conv2d_15" [label="(128,)", style=solid]; -"204 conv2d_15_scale_0" -> "207 quantize_per_channel_default_18" [label="(128,)", style=solid]; -"204 conv2d_15_scale_0" -> "208 dequantize_per_channel_default_18" [label="(128,)", style=solid]; -"205 conv2d_15_zero_point_0" -> "207 quantize_per_channel_default_18" [label="(128,)", style=solid]; -"205 conv2d_15_zero_point_0" -> "208 dequantize_per_channel_default_18" [label="(128,)", style=solid]; -"206 compressed_weight_updated_constant18" -> "207 quantize_per_channel_default_18" [label="(128, 128, 3, 3)", style=solid]; -"207 quantize_per_channel_default_18" -> "208 dequantize_per_channel_default_18" [label="(128, 128, 3, 3)", style=solid]; -"208 dequantize_per_channel_default_18" -> "209 conv2d_15" [label="(128, 128, 3, 3)", style=solid]; +"203 conv2d_15_scale_0" -> "206 quantize_per_channel_default_18" [label="(128,)", style=solid]; +"203 conv2d_15_scale_0" -> "207 dequantize_per_channel_default_18" [label="(128,)", style=solid]; +"204 conv2d_15_zero_point_0" -> "206 quantize_per_channel_default_18" [label="(128,)", style=solid]; +"204 conv2d_15_zero_point_0" -> "207 dequantize_per_channel_default_18" [label="(128,)", style=solid]; +"205 compressed_weight_updated_constant18" -> "206 quantize_per_channel_default_18" [label="(128, 128, 3, 3)", style=solid]; +"206 quantize_per_channel_default_18" -> "207 dequantize_per_channel_default_18" [label="(128, 128, 3, 3)", style=solid]; +"207 dequantize_per_channel_default_18" -> "209 conv2d_15" [label="(128, 128, 3, 3)", style=solid]; +"208 _param_constant67_0_0" -> "209 conv2d_15" [label="(128,)", style=solid]; "209 conv2d_15" -> "210 relu_15" [label="(1, 128, 20, 20)", style=solid]; "210 relu_15" -> "211 quantize_per_tensor_default_20" [label="(1, 128, 20, 20)", style=solid]; "211 quantize_per_tensor_default_20" -> "212 dequantize_per_tensor_default_24" [label="(1, 128, 20, 20)", style=solid]; "212 dequantize_per_tensor_default_24" -> "219 conv_transpose2d_3" [label="(1, 128, 20, 20)", style=solid]; -"213 _param_constant71" -> "219 conv_transpose2d_3" [label="(64,)", style=solid]; -"214 conv_transpose2d_3_scale_0" -> "217 quantize_per_channel_default_19" [label="(128,)", style=solid]; -"214 conv_transpose2d_3_scale_0" -> "218 dequantize_per_channel_default_19" [label="(128,)", style=solid]; -"215 conv_transpose2d_3_zero_point_0" -> "217 quantize_per_channel_default_19" [label="(128,)", style=solid]; -"215 conv_transpose2d_3_zero_point_0" -> "218 dequantize_per_channel_default_19" [label="(128,)", style=solid]; -"216 compressed_weight_updated_constant19" -> "217 quantize_per_channel_default_19" [label="(128, 64, 2, 2)", style=solid]; -"217 quantize_per_channel_default_19" -> "218 dequantize_per_channel_default_19" [label="(128, 64, 2, 2)", style=solid]; -"218 dequantize_per_channel_default_19" -> "219 conv_transpose2d_3" [label="(128, 64, 2, 2)", style=solid]; +"213 conv_transpose2d_3_scale_0" -> "216 quantize_per_channel_default_19" [label="(128,)", style=solid]; +"213 conv_transpose2d_3_scale_0" -> "217 dequantize_per_channel_default_19" [label="(128,)", style=solid]; +"214 conv_transpose2d_3_zero_point_0" -> "216 quantize_per_channel_default_19" [label="(128,)", style=solid]; +"214 conv_transpose2d_3_zero_point_0" -> "217 dequantize_per_channel_default_19" [label="(128,)", style=solid]; +"215 compressed_weight_updated_constant19" -> "216 quantize_per_channel_default_19" [label="(128, 64, 2, 2)", style=solid]; +"216 quantize_per_channel_default_19" -> "217 dequantize_per_channel_default_19" [label="(128, 64, 2, 2)", style=solid]; +"217 dequantize_per_channel_default_19" -> "219 conv_transpose2d_3" [label="(128, 64, 2, 2)", style=solid]; +"218 _param_constant71_0_0" -> "219 conv_transpose2d_3" [label="(64,)", style=solid]; "219 conv_transpose2d_3" -> "220 quantize_per_tensor_default_1" [label="(1, 64, 40, 40)", style=solid]; "220 quantize_per_tensor_default_1" -> "221 dequantize_per_tensor_default_2" [label="(1, 64, 40, 40)", style=solid]; "221 dequantize_per_tensor_default_2" -> "226 cat_3" [label="(1, 64, 40, 40)", style=solid]; @@ -525,37 +525,37 @@ strict digraph { "224 slice_15" -> "225 slice_16" [label="(1, 64, 40, 220)", style=solid]; "225 slice_16" -> "226 cat_3" [label="(1, 64, 40, 40)", style=solid]; "226 cat_3" -> "233 conv2d_16" [label="(1, 128, 40, 40)", style=solid]; -"227 _param_constant73" -> "233 conv2d_16" [label="(64,)", style=solid]; -"228 conv2d_16_scale_0" -> "231 quantize_per_channel_default_20" [label="(64,)", style=solid]; -"228 conv2d_16_scale_0" -> "232 dequantize_per_channel_default_20" [label="(64,)", style=solid]; -"229 conv2d_16_zero_point_0" -> "231 quantize_per_channel_default_20" [label="(64,)", style=solid]; -"229 conv2d_16_zero_point_0" -> "232 dequantize_per_channel_default_20" [label="(64,)", style=solid]; -"230 compressed_weight_updated_constant20" -> "231 quantize_per_channel_default_20" [label="(64, 128, 3, 3)", style=solid]; -"231 quantize_per_channel_default_20" -> "232 dequantize_per_channel_default_20" [label="(64, 128, 3, 3)", style=solid]; -"232 dequantize_per_channel_default_20" -> "233 conv2d_16" [label="(64, 128, 3, 3)", style=solid]; +"227 conv2d_16_scale_0" -> "230 quantize_per_channel_default_20" [label="(64,)", style=solid]; +"227 conv2d_16_scale_0" -> "231 dequantize_per_channel_default_20" [label="(64,)", style=solid]; +"228 conv2d_16_zero_point_0" -> "230 quantize_per_channel_default_20" [label="(64,)", style=solid]; +"228 conv2d_16_zero_point_0" -> "231 dequantize_per_channel_default_20" [label="(64,)", style=solid]; +"229 compressed_weight_updated_constant20" -> "230 quantize_per_channel_default_20" [label="(64, 128, 3, 3)", style=solid]; +"230 quantize_per_channel_default_20" -> "231 dequantize_per_channel_default_20" [label="(64, 128, 3, 3)", style=solid]; +"231 dequantize_per_channel_default_20" -> "233 conv2d_16" [label="(64, 128, 3, 3)", style=solid]; +"232 _param_constant73_0_0" -> "233 conv2d_16" [label="(64,)", style=solid]; "233 conv2d_16" -> "234 relu_16" [label="(1, 64, 38, 38)", style=solid]; "234 relu_16" -> "235 quantize_per_tensor_default_21" [label="(1, 64, 38, 38)", style=solid]; "235 quantize_per_tensor_default_21" -> "236 dequantize_per_tensor_default_25" [label="(1, 64, 38, 38)", style=solid]; "236 dequantize_per_tensor_default_25" -> "243 conv2d_17" [label="(1, 64, 38, 38)", style=solid]; -"237 _param_constant77" -> "243 conv2d_17" [label="(64,)", style=solid]; -"238 conv2d_17_scale_0" -> "241 quantize_per_channel_default_21" [label="(64,)", style=solid]; -"238 conv2d_17_scale_0" -> "242 dequantize_per_channel_default_21" [label="(64,)", style=solid]; -"239 conv2d_17_zero_point_0" -> "241 quantize_per_channel_default_21" [label="(64,)", style=solid]; -"239 conv2d_17_zero_point_0" -> "242 dequantize_per_channel_default_21" [label="(64,)", style=solid]; -"240 compressed_weight_updated_constant21" -> "241 quantize_per_channel_default_21" [label="(64, 64, 3, 3)", style=solid]; -"241 quantize_per_channel_default_21" -> "242 dequantize_per_channel_default_21" [label="(64, 64, 3, 3)", style=solid]; -"242 dequantize_per_channel_default_21" -> "243 conv2d_17" [label="(64, 64, 3, 3)", style=solid]; +"237 conv2d_17_scale_0" -> "240 quantize_per_channel_default_21" [label="(64,)", style=solid]; +"237 conv2d_17_scale_0" -> "241 dequantize_per_channel_default_21" [label="(64,)", style=solid]; +"238 conv2d_17_zero_point_0" -> "240 quantize_per_channel_default_21" [label="(64,)", style=solid]; +"238 conv2d_17_zero_point_0" -> "241 dequantize_per_channel_default_21" [label="(64,)", style=solid]; +"239 compressed_weight_updated_constant21" -> "240 quantize_per_channel_default_21" [label="(64, 64, 3, 3)", style=solid]; +"240 quantize_per_channel_default_21" -> "241 dequantize_per_channel_default_21" [label="(64, 64, 3, 3)", style=solid]; +"241 dequantize_per_channel_default_21" -> "243 conv2d_17" [label="(64, 64, 3, 3)", style=solid]; +"242 _param_constant77_0_0" -> "243 conv2d_17" [label="(64,)", style=solid]; "243 conv2d_17" -> "244 relu_17" [label="(1, 64, 36, 36)", style=solid]; "244 relu_17" -> "245 quantize_per_tensor_default_22" [label="(1, 64, 36, 36)", style=solid]; "245 quantize_per_tensor_default_22" -> "246 dequantize_per_tensor_default_26" [label="(1, 64, 36, 36)", style=solid]; "246 dequantize_per_tensor_default_26" -> "253 conv2d_18" [label="(1, 64, 36, 36)", style=solid]; -"247 _param_constant81" -> "253 conv2d_18" [label="(12,)", style=solid]; -"248 conv2d_18_scale_0" -> "251 quantize_per_channel_default_22" [label="(12,)", style=solid]; -"248 conv2d_18_scale_0" -> "252 dequantize_per_channel_default_22" [label="(12,)", style=solid]; -"249 conv2d_18_zero_point_0" -> "251 quantize_per_channel_default_22" [label="(12,)", style=solid]; -"249 conv2d_18_zero_point_0" -> "252 dequantize_per_channel_default_22" [label="(12,)", style=solid]; -"250 compressed_weight_updated_constant22" -> "251 quantize_per_channel_default_22" [label="(12, 64, 1, 1)", style=solid]; -"251 quantize_per_channel_default_22" -> "252 dequantize_per_channel_default_22" [label="(12, 64, 1, 1)", style=solid]; -"252 dequantize_per_channel_default_22" -> "253 conv2d_18" [label="(12, 64, 1, 1)", style=solid]; +"247 conv2d_18_scale_0" -> "250 quantize_per_channel_default_22" [label="(12,)", style=solid]; +"247 conv2d_18_scale_0" -> "251 dequantize_per_channel_default_22" [label="(12,)", style=solid]; +"248 conv2d_18_zero_point_0" -> "250 quantize_per_channel_default_22" [label="(12,)", style=solid]; +"248 conv2d_18_zero_point_0" -> "251 dequantize_per_channel_default_22" [label="(12,)", style=solid]; +"249 compressed_weight_updated_constant22" -> "250 quantize_per_channel_default_22" [label="(12, 64, 1, 1)", style=solid]; +"250 quantize_per_channel_default_22" -> "251 dequantize_per_channel_default_22" [label="(12, 64, 1, 1)", style=solid]; +"251 dequantize_per_channel_default_22" -> "253 conv2d_18" [label="(12, 64, 1, 1)", style=solid]; +"252 _param_constant81_0_0" -> "253 conv2d_18" [label="(12,)", style=solid]; "253 conv2d_18" -> "254 output" [label="(1, 12, 36, 36)", style=solid]; } diff --git a/tests/torch/data/reference_graphs/fx/quantized/vit_b_16.dot b/tests/torch/data/reference_graphs/fx/quantized/vit_b_16.dot index c60c35e737d..2fe2b1db30f 100644 --- a/tests/torch/data/reference_graphs/fx/quantized/vit_b_16.dot +++ b/tests/torch/data/reference_graphs/fx/quantized/vit_b_16.dot @@ -2,12 +2,12 @@ strict digraph { "0 arg0_1" [id=0, type=input]; "1 quantize_per_tensor_default" [id=1, type=quantize_per_tensor]; "2 dequantize_per_tensor_default" [id=2, type=dequantize_per_tensor]; -"3 _param_constant1" [id=3, type=get_attr]; -"4 conv2d_scale_0" [id=4, type=get_attr]; -"5 conv2d_zero_point_0" [id=5, type=get_attr]; -"6 compressed_weight_updated_constant0" [id=6, type=get_attr]; -"7 quantize_per_channel_default" [id=7, type=quantize_per_channel]; -"8 dequantize_per_channel_default" [id=8, type=dequantize_per_channel]; +"3 conv2d_scale_0" [id=3, type=get_attr]; +"4 conv2d_zero_point_0" [id=4, type=get_attr]; +"5 compressed_weight_updated_constant0" [id=5, type=get_attr]; +"6 quantize_per_channel_default" [id=6, type=quantize_per_channel]; +"7 dequantize_per_channel_default" [id=7, type=dequantize_per_channel]; +"8 _param_constant1_0_0" [id=8, type=get_attr]; "9 conv2d" [id=9, type=conv2d]; "10 reshape" [id=10, type=reshape]; "11 permute" [id=11, type=permute]; @@ -21,15 +21,15 @@ strict digraph { "19 _param_constant5" [id=19, type=get_attr]; "20 layer_norm" [id=20, type=layer_norm]; "21 transpose" [id=21, type=transpose]; -"22 _param_constant7" [id=22, type=get_attr]; -"23 transpose_0_0_nncf_smooth_quant_0" [id=23, type=call_module]; -"24 quantize_per_tensor_default_1" [id=24, type=quantize_per_tensor]; -"25 dequantize_per_tensor_default_1" [id=25, type=dequantize_per_tensor]; -"26 linear_scale_0" [id=26, type=get_attr]; -"27 linear_zero_point_0" [id=27, type=get_attr]; -"28 compressed_weight_updated_constant1" [id=28, type=get_attr]; -"29 quantize_per_channel_default_1" [id=29, type=quantize_per_channel]; -"30 dequantize_per_channel_default_1" [id=30, type=dequantize_per_channel]; +"22 transpose_0_0_nncf_smooth_quant_0" [id=22, type=call_module]; +"23 quantize_per_tensor_default_1" [id=23, type=quantize_per_tensor]; +"24 dequantize_per_tensor_default_1" [id=24, type=dequantize_per_tensor]; +"25 linear_scale_0" [id=25, type=get_attr]; +"26 linear_zero_point_0" [id=26, type=get_attr]; +"27 compressed_weight_updated_constant1" [id=27, type=get_attr]; +"28 quantize_per_channel_default_1" [id=28, type=quantize_per_channel]; +"29 dequantize_per_channel_default_1" [id=29, type=dequantize_per_channel]; +"30 _param_constant7_0_0" [id=30, type=get_attr]; "31 linear" [id=31, type=linear]; "32 unflatten" [id=32, type=unflatten]; "33 unsqueeze" [id=33, type=unsqueeze]; @@ -55,15 +55,15 @@ strict digraph { "53 scaled_dot_product_attention" [id=53, type=scaled_dot_product_attention]; "54 permute_1" [id=54, type=permute]; "55 view_6" [id=55, type=view]; -"56 _param_constant9" [id=56, type=get_attr]; -"57 view_6_0_0_nncf_smooth_quant_0" [id=57, type=call_module]; -"58 quantize_per_tensor_default_4" [id=58, type=quantize_per_tensor]; -"59 dequantize_per_tensor_default_4" [id=59, type=dequantize_per_tensor]; -"60 linear_1_scale_0" [id=60, type=get_attr]; -"61 linear_1_zero_point_0" [id=61, type=get_attr]; -"62 compressed_weight_updated_constant2" [id=62, type=get_attr]; -"63 quantize_per_channel_default_2" [id=63, type=quantize_per_channel]; -"64 dequantize_per_channel_default_2" [id=64, type=dequantize_per_channel]; +"56 view_6_0_0_nncf_smooth_quant_0" [id=56, type=call_module]; +"57 quantize_per_tensor_default_4" [id=57, type=quantize_per_tensor]; +"58 dequantize_per_tensor_default_4" [id=58, type=dequantize_per_tensor]; +"59 linear_1_scale_0" [id=59, type=get_attr]; +"60 linear_1_zero_point_0" [id=60, type=get_attr]; +"61 compressed_weight_updated_constant2" [id=61, type=get_attr]; +"62 quantize_per_channel_default_2" [id=62, type=quantize_per_channel]; +"63 dequantize_per_channel_default_2" [id=63, type=dequantize_per_channel]; +"64 _param_constant9_0_0" [id=64, type=get_attr]; "65 linear_1" [id=65, type=linear]; "66 view_7" [id=66, type=view]; "67 transpose_5" [id=67, type=transpose]; @@ -72,27 +72,27 @@ strict digraph { "70 _param_constant10" [id=70, type=get_attr]; "71 _param_constant11" [id=71, type=get_attr]; "72 layer_norm_1" [id=72, type=layer_norm]; -"73 _param_constant13" [id=73, type=get_attr]; -"74 layer_norm_1_0_0_nncf_smooth_quant_0" [id=74, type=call_module]; -"75 quantize_per_tensor_default_5" [id=75, type=quantize_per_tensor]; -"76 dequantize_per_tensor_default_5" [id=76, type=dequantize_per_tensor]; -"77 linear_2_scale_0" [id=77, type=get_attr]; -"78 linear_2_zero_point_0" [id=78, type=get_attr]; -"79 compressed_weight_updated_constant3" [id=79, type=get_attr]; -"80 quantize_per_channel_default_3" [id=80, type=quantize_per_channel]; -"81 dequantize_per_channel_default_3" [id=81, type=dequantize_per_channel]; +"73 layer_norm_1_0_0_nncf_smooth_quant_0" [id=73, type=call_module]; +"74 quantize_per_tensor_default_5" [id=74, type=quantize_per_tensor]; +"75 dequantize_per_tensor_default_5" [id=75, type=dequantize_per_tensor]; +"76 linear_2_scale_0" [id=76, type=get_attr]; +"77 linear_2_zero_point_0" [id=77, type=get_attr]; +"78 compressed_weight_updated_constant3" [id=78, type=get_attr]; +"79 quantize_per_channel_default_3" [id=79, type=quantize_per_channel]; +"80 dequantize_per_channel_default_3" [id=80, type=dequantize_per_channel]; +"81 _param_constant13_0_0" [id=81, type=get_attr]; "82 linear_2" [id=82, type=linear]; "83 gelu" [id=83, type=gelu]; "84 dropout_2" [id=84, type=dropout]; -"85 _param_constant15" [id=85, type=get_attr]; -"86 dropout_2_0_0_nncf_smooth_quant_0" [id=86, type=call_module]; -"87 quantize_per_tensor_default_6" [id=87, type=quantize_per_tensor]; -"88 dequantize_per_tensor_default_6" [id=88, type=dequantize_per_tensor]; -"89 linear_3_scale_0" [id=89, type=get_attr]; -"90 linear_3_zero_point_0" [id=90, type=get_attr]; -"91 compressed_weight_updated_constant4" [id=91, type=get_attr]; -"92 quantize_per_channel_default_4" [id=92, type=quantize_per_channel]; -"93 dequantize_per_channel_default_4" [id=93, type=dequantize_per_channel]; +"85 dropout_2_0_0_nncf_smooth_quant_0" [id=85, type=call_module]; +"86 quantize_per_tensor_default_6" [id=86, type=quantize_per_tensor]; +"87 dequantize_per_tensor_default_6" [id=87, type=dequantize_per_tensor]; +"88 linear_3_scale_0" [id=88, type=get_attr]; +"89 linear_3_zero_point_0" [id=89, type=get_attr]; +"90 compressed_weight_updated_constant4" [id=90, type=get_attr]; +"91 quantize_per_channel_default_4" [id=91, type=quantize_per_channel]; +"92 dequantize_per_channel_default_4" [id=92, type=dequantize_per_channel]; +"93 _param_constant15_0_0" [id=93, type=get_attr]; "94 linear_3" [id=94, type=linear]; "95 dropout_3" [id=95, type=dropout]; "96 add_2" [id=96, type=add]; @@ -100,15 +100,15 @@ strict digraph { "98 _param_constant17" [id=98, type=get_attr]; "99 layer_norm_2" [id=99, type=layer_norm]; "100 transpose_6" [id=100, type=transpose]; -"101 _param_constant19" [id=101, type=get_attr]; -"102 transpose_6_0_0_nncf_smooth_quant_0" [id=102, type=call_module]; -"103 quantize_per_tensor_default_7" [id=103, type=quantize_per_tensor]; -"104 dequantize_per_tensor_default_7" [id=104, type=dequantize_per_tensor]; -"105 linear_4_scale_0" [id=105, type=get_attr]; -"106 linear_4_zero_point_0" [id=106, type=get_attr]; -"107 compressed_weight_updated_constant5" [id=107, type=get_attr]; -"108 quantize_per_channel_default_5" [id=108, type=quantize_per_channel]; -"109 dequantize_per_channel_default_5" [id=109, type=dequantize_per_channel]; +"101 transpose_6_0_0_nncf_smooth_quant_0" [id=101, type=call_module]; +"102 quantize_per_tensor_default_7" [id=102, type=quantize_per_tensor]; +"103 dequantize_per_tensor_default_7" [id=103, type=dequantize_per_tensor]; +"104 linear_4_scale_0" [id=104, type=get_attr]; +"105 linear_4_zero_point_0" [id=105, type=get_attr]; +"106 compressed_weight_updated_constant5" [id=106, type=get_attr]; +"107 quantize_per_channel_default_5" [id=107, type=quantize_per_channel]; +"108 dequantize_per_channel_default_5" [id=108, type=dequantize_per_channel]; +"109 _param_constant19_0_0" [id=109, type=get_attr]; "110 linear_4" [id=110, type=linear]; "111 unflatten_1" [id=111, type=unflatten]; "112 unsqueeze_1" [id=112, type=unsqueeze]; @@ -134,15 +134,15 @@ strict digraph { "132 scaled_dot_product_attention_1" [id=132, type=scaled_dot_product_attention]; "133 permute_2" [id=133, type=permute]; "134 view_14" [id=134, type=view]; -"135 _param_constant21" [id=135, type=get_attr]; -"136 view_14_0_0_nncf_smooth_quant_0" [id=136, type=call_module]; -"137 quantize_per_tensor_default_10" [id=137, type=quantize_per_tensor]; -"138 dequantize_per_tensor_default_10" [id=138, type=dequantize_per_tensor]; -"139 linear_5_scale_0" [id=139, type=get_attr]; -"140 linear_5_zero_point_0" [id=140, type=get_attr]; -"141 compressed_weight_updated_constant6" [id=141, type=get_attr]; -"142 quantize_per_channel_default_6" [id=142, type=quantize_per_channel]; -"143 dequantize_per_channel_default_6" [id=143, type=dequantize_per_channel]; +"135 view_14_0_0_nncf_smooth_quant_0" [id=135, type=call_module]; +"136 quantize_per_tensor_default_10" [id=136, type=quantize_per_tensor]; +"137 dequantize_per_tensor_default_10" [id=137, type=dequantize_per_tensor]; +"138 linear_5_scale_0" [id=138, type=get_attr]; +"139 linear_5_zero_point_0" [id=139, type=get_attr]; +"140 compressed_weight_updated_constant6" [id=140, type=get_attr]; +"141 quantize_per_channel_default_6" [id=141, type=quantize_per_channel]; +"142 dequantize_per_channel_default_6" [id=142, type=dequantize_per_channel]; +"143 _param_constant21_0_0" [id=143, type=get_attr]; "144 linear_5" [id=144, type=linear]; "145 view_15" [id=145, type=view]; "146 transpose_11" [id=146, type=transpose]; @@ -151,27 +151,27 @@ strict digraph { "149 _param_constant22" [id=149, type=get_attr]; "150 _param_constant23" [id=150, type=get_attr]; "151 layer_norm_3" [id=151, type=layer_norm]; -"152 _param_constant25" [id=152, type=get_attr]; -"153 layer_norm_3_0_0_nncf_smooth_quant_0" [id=153, type=call_module]; -"154 quantize_per_tensor_default_11" [id=154, type=quantize_per_tensor]; -"155 dequantize_per_tensor_default_11" [id=155, type=dequantize_per_tensor]; -"156 linear_6_scale_0" [id=156, type=get_attr]; -"157 linear_6_zero_point_0" [id=157, type=get_attr]; -"158 compressed_weight_updated_constant7" [id=158, type=get_attr]; -"159 quantize_per_channel_default_7" [id=159, type=quantize_per_channel]; -"160 dequantize_per_channel_default_7" [id=160, type=dequantize_per_channel]; +"152 layer_norm_3_0_0_nncf_smooth_quant_0" [id=152, type=call_module]; +"153 quantize_per_tensor_default_11" [id=153, type=quantize_per_tensor]; +"154 dequantize_per_tensor_default_11" [id=154, type=dequantize_per_tensor]; +"155 linear_6_scale_0" [id=155, type=get_attr]; +"156 linear_6_zero_point_0" [id=156, type=get_attr]; +"157 compressed_weight_updated_constant7" [id=157, type=get_attr]; +"158 quantize_per_channel_default_7" [id=158, type=quantize_per_channel]; +"159 dequantize_per_channel_default_7" [id=159, type=dequantize_per_channel]; +"160 _param_constant25_0_0" [id=160, type=get_attr]; "161 linear_6" [id=161, type=linear]; "162 gelu_1" [id=162, type=gelu]; "163 dropout_5" [id=163, type=dropout]; -"164 _param_constant27" [id=164, type=get_attr]; -"165 dropout_5_0_0_nncf_smooth_quant_0" [id=165, type=call_module]; -"166 quantize_per_tensor_default_12" [id=166, type=quantize_per_tensor]; -"167 dequantize_per_tensor_default_12" [id=167, type=dequantize_per_tensor]; -"168 linear_7_scale_0" [id=168, type=get_attr]; -"169 linear_7_zero_point_0" [id=169, type=get_attr]; -"170 compressed_weight_updated_constant8" [id=170, type=get_attr]; -"171 quantize_per_channel_default_8" [id=171, type=quantize_per_channel]; -"172 dequantize_per_channel_default_8" [id=172, type=dequantize_per_channel]; +"164 dropout_5_0_0_nncf_smooth_quant_0" [id=164, type=call_module]; +"165 quantize_per_tensor_default_12" [id=165, type=quantize_per_tensor]; +"166 dequantize_per_tensor_default_12" [id=166, type=dequantize_per_tensor]; +"167 linear_7_scale_0" [id=167, type=get_attr]; +"168 linear_7_zero_point_0" [id=168, type=get_attr]; +"169 compressed_weight_updated_constant8" [id=169, type=get_attr]; +"170 quantize_per_channel_default_8" [id=170, type=quantize_per_channel]; +"171 dequantize_per_channel_default_8" [id=171, type=dequantize_per_channel]; +"172 _param_constant27_0_0" [id=172, type=get_attr]; "173 linear_7" [id=173, type=linear]; "174 dropout_6" [id=174, type=dropout]; "175 add_4" [id=175, type=add]; @@ -179,15 +179,15 @@ strict digraph { "177 _param_constant29" [id=177, type=get_attr]; "178 layer_norm_4" [id=178, type=layer_norm]; "179 transpose_12" [id=179, type=transpose]; -"180 _param_constant31" [id=180, type=get_attr]; -"181 transpose_12_0_0_nncf_smooth_quant_0" [id=181, type=call_module]; -"182 quantize_per_tensor_default_13" [id=182, type=quantize_per_tensor]; -"183 dequantize_per_tensor_default_13" [id=183, type=dequantize_per_tensor]; -"184 linear_8_scale_0" [id=184, type=get_attr]; -"185 linear_8_zero_point_0" [id=185, type=get_attr]; -"186 compressed_weight_updated_constant9" [id=186, type=get_attr]; -"187 quantize_per_channel_default_9" [id=187, type=quantize_per_channel]; -"188 dequantize_per_channel_default_9" [id=188, type=dequantize_per_channel]; +"180 transpose_12_0_0_nncf_smooth_quant_0" [id=180, type=call_module]; +"181 quantize_per_tensor_default_13" [id=181, type=quantize_per_tensor]; +"182 dequantize_per_tensor_default_13" [id=182, type=dequantize_per_tensor]; +"183 linear_8_scale_0" [id=183, type=get_attr]; +"184 linear_8_zero_point_0" [id=184, type=get_attr]; +"185 compressed_weight_updated_constant9" [id=185, type=get_attr]; +"186 quantize_per_channel_default_9" [id=186, type=quantize_per_channel]; +"187 dequantize_per_channel_default_9" [id=187, type=dequantize_per_channel]; +"188 _param_constant31_0_0" [id=188, type=get_attr]; "189 linear_8" [id=189, type=linear]; "190 unflatten_2" [id=190, type=unflatten]; "191 unsqueeze_2" [id=191, type=unsqueeze]; @@ -213,15 +213,15 @@ strict digraph { "211 scaled_dot_product_attention_2" [id=211, type=scaled_dot_product_attention]; "212 permute_3" [id=212, type=permute]; "213 view_22" [id=213, type=view]; -"214 _param_constant33" [id=214, type=get_attr]; -"215 view_22_0_0_nncf_smooth_quant_0" [id=215, type=call_module]; -"216 quantize_per_tensor_default_16" [id=216, type=quantize_per_tensor]; -"217 dequantize_per_tensor_default_16" [id=217, type=dequantize_per_tensor]; -"218 linear_9_scale_0" [id=218, type=get_attr]; -"219 linear_9_zero_point_0" [id=219, type=get_attr]; -"220 compressed_weight_updated_constant10" [id=220, type=get_attr]; -"221 quantize_per_channel_default_10" [id=221, type=quantize_per_channel]; -"222 dequantize_per_channel_default_10" [id=222, type=dequantize_per_channel]; +"214 view_22_0_0_nncf_smooth_quant_0" [id=214, type=call_module]; +"215 quantize_per_tensor_default_16" [id=215, type=quantize_per_tensor]; +"216 dequantize_per_tensor_default_16" [id=216, type=dequantize_per_tensor]; +"217 linear_9_scale_0" [id=217, type=get_attr]; +"218 linear_9_zero_point_0" [id=218, type=get_attr]; +"219 compressed_weight_updated_constant10" [id=219, type=get_attr]; +"220 quantize_per_channel_default_10" [id=220, type=quantize_per_channel]; +"221 dequantize_per_channel_default_10" [id=221, type=dequantize_per_channel]; +"222 _param_constant33_0_0" [id=222, type=get_attr]; "223 linear_9" [id=223, type=linear]; "224 view_23" [id=224, type=view]; "225 transpose_17" [id=225, type=transpose]; @@ -230,27 +230,27 @@ strict digraph { "228 _param_constant34" [id=228, type=get_attr]; "229 _param_constant35" [id=229, type=get_attr]; "230 layer_norm_5" [id=230, type=layer_norm]; -"231 _param_constant37" [id=231, type=get_attr]; -"232 layer_norm_5_0_0_nncf_smooth_quant_0" [id=232, type=call_module]; -"233 quantize_per_tensor_default_17" [id=233, type=quantize_per_tensor]; -"234 dequantize_per_tensor_default_17" [id=234, type=dequantize_per_tensor]; -"235 linear_10_scale_0" [id=235, type=get_attr]; -"236 linear_10_zero_point_0" [id=236, type=get_attr]; -"237 compressed_weight_updated_constant11" [id=237, type=get_attr]; -"238 quantize_per_channel_default_11" [id=238, type=quantize_per_channel]; -"239 dequantize_per_channel_default_11" [id=239, type=dequantize_per_channel]; +"231 layer_norm_5_0_0_nncf_smooth_quant_0" [id=231, type=call_module]; +"232 quantize_per_tensor_default_17" [id=232, type=quantize_per_tensor]; +"233 dequantize_per_tensor_default_17" [id=233, type=dequantize_per_tensor]; +"234 linear_10_scale_0" [id=234, type=get_attr]; +"235 linear_10_zero_point_0" [id=235, type=get_attr]; +"236 compressed_weight_updated_constant11" [id=236, type=get_attr]; +"237 quantize_per_channel_default_11" [id=237, type=quantize_per_channel]; +"238 dequantize_per_channel_default_11" [id=238, type=dequantize_per_channel]; +"239 _param_constant37_0_0" [id=239, type=get_attr]; "240 linear_10" [id=240, type=linear]; "241 gelu_2" [id=241, type=gelu]; "242 dropout_8" [id=242, type=dropout]; -"243 _param_constant39" [id=243, type=get_attr]; -"244 dropout_8_0_0_nncf_smooth_quant_0" [id=244, type=call_module]; -"245 quantize_per_tensor_default_18" [id=245, type=quantize_per_tensor]; -"246 dequantize_per_tensor_default_18" [id=246, type=dequantize_per_tensor]; -"247 linear_11_scale_0" [id=247, type=get_attr]; -"248 linear_11_zero_point_0" [id=248, type=get_attr]; -"249 compressed_weight_updated_constant12" [id=249, type=get_attr]; -"250 quantize_per_channel_default_12" [id=250, type=quantize_per_channel]; -"251 dequantize_per_channel_default_12" [id=251, type=dequantize_per_channel]; +"243 dropout_8_0_0_nncf_smooth_quant_0" [id=243, type=call_module]; +"244 quantize_per_tensor_default_18" [id=244, type=quantize_per_tensor]; +"245 dequantize_per_tensor_default_18" [id=245, type=dequantize_per_tensor]; +"246 linear_11_scale_0" [id=246, type=get_attr]; +"247 linear_11_zero_point_0" [id=247, type=get_attr]; +"248 compressed_weight_updated_constant12" [id=248, type=get_attr]; +"249 quantize_per_channel_default_12" [id=249, type=quantize_per_channel]; +"250 dequantize_per_channel_default_12" [id=250, type=dequantize_per_channel]; +"251 _param_constant39_0_0" [id=251, type=get_attr]; "252 linear_11" [id=252, type=linear]; "253 dropout_9" [id=253, type=dropout]; "254 add_6" [id=254, type=add]; @@ -258,15 +258,15 @@ strict digraph { "256 _param_constant41" [id=256, type=get_attr]; "257 layer_norm_6" [id=257, type=layer_norm]; "258 transpose_18" [id=258, type=transpose]; -"259 _param_constant43" [id=259, type=get_attr]; -"260 transpose_18_0_0_nncf_smooth_quant_0" [id=260, type=call_module]; -"261 quantize_per_tensor_default_19" [id=261, type=quantize_per_tensor]; -"262 dequantize_per_tensor_default_19" [id=262, type=dequantize_per_tensor]; -"263 linear_12_scale_0" [id=263, type=get_attr]; -"264 linear_12_zero_point_0" [id=264, type=get_attr]; -"265 compressed_weight_updated_constant13" [id=265, type=get_attr]; -"266 quantize_per_channel_default_13" [id=266, type=quantize_per_channel]; -"267 dequantize_per_channel_default_13" [id=267, type=dequantize_per_channel]; +"259 transpose_18_0_0_nncf_smooth_quant_0" [id=259, type=call_module]; +"260 quantize_per_tensor_default_19" [id=260, type=quantize_per_tensor]; +"261 dequantize_per_tensor_default_19" [id=261, type=dequantize_per_tensor]; +"262 linear_12_scale_0" [id=262, type=get_attr]; +"263 linear_12_zero_point_0" [id=263, type=get_attr]; +"264 compressed_weight_updated_constant13" [id=264, type=get_attr]; +"265 quantize_per_channel_default_13" [id=265, type=quantize_per_channel]; +"266 dequantize_per_channel_default_13" [id=266, type=dequantize_per_channel]; +"267 _param_constant43_0_0" [id=267, type=get_attr]; "268 linear_12" [id=268, type=linear]; "269 unflatten_3" [id=269, type=unflatten]; "270 unsqueeze_3" [id=270, type=unsqueeze]; @@ -292,15 +292,15 @@ strict digraph { "290 scaled_dot_product_attention_3" [id=290, type=scaled_dot_product_attention]; "291 permute_4" [id=291, type=permute]; "292 view_30" [id=292, type=view]; -"293 _param_constant45" [id=293, type=get_attr]; -"294 view_30_0_0_nncf_smooth_quant_0" [id=294, type=call_module]; -"295 quantize_per_tensor_default_22" [id=295, type=quantize_per_tensor]; -"296 dequantize_per_tensor_default_22" [id=296, type=dequantize_per_tensor]; -"297 linear_13_scale_0" [id=297, type=get_attr]; -"298 linear_13_zero_point_0" [id=298, type=get_attr]; -"299 compressed_weight_updated_constant14" [id=299, type=get_attr]; -"300 quantize_per_channel_default_14" [id=300, type=quantize_per_channel]; -"301 dequantize_per_channel_default_14" [id=301, type=dequantize_per_channel]; +"293 view_30_0_0_nncf_smooth_quant_0" [id=293, type=call_module]; +"294 quantize_per_tensor_default_22" [id=294, type=quantize_per_tensor]; +"295 dequantize_per_tensor_default_22" [id=295, type=dequantize_per_tensor]; +"296 linear_13_scale_0" [id=296, type=get_attr]; +"297 linear_13_zero_point_0" [id=297, type=get_attr]; +"298 compressed_weight_updated_constant14" [id=298, type=get_attr]; +"299 quantize_per_channel_default_14" [id=299, type=quantize_per_channel]; +"300 dequantize_per_channel_default_14" [id=300, type=dequantize_per_channel]; +"301 _param_constant45_0_0" [id=301, type=get_attr]; "302 linear_13" [id=302, type=linear]; "303 view_31" [id=303, type=view]; "304 transpose_23" [id=304, type=transpose]; @@ -309,27 +309,27 @@ strict digraph { "307 _param_constant46" [id=307, type=get_attr]; "308 _param_constant47" [id=308, type=get_attr]; "309 layer_norm_7" [id=309, type=layer_norm]; -"310 _param_constant49" [id=310, type=get_attr]; -"311 layer_norm_7_0_0_nncf_smooth_quant_0" [id=311, type=call_module]; -"312 quantize_per_tensor_default_23" [id=312, type=quantize_per_tensor]; -"313 dequantize_per_tensor_default_23" [id=313, type=dequantize_per_tensor]; -"314 linear_14_scale_0" [id=314, type=get_attr]; -"315 linear_14_zero_point_0" [id=315, type=get_attr]; -"316 compressed_weight_updated_constant15" [id=316, type=get_attr]; -"317 quantize_per_channel_default_15" [id=317, type=quantize_per_channel]; -"318 dequantize_per_channel_default_15" [id=318, type=dequantize_per_channel]; +"310 layer_norm_7_0_0_nncf_smooth_quant_0" [id=310, type=call_module]; +"311 quantize_per_tensor_default_23" [id=311, type=quantize_per_tensor]; +"312 dequantize_per_tensor_default_23" [id=312, type=dequantize_per_tensor]; +"313 linear_14_scale_0" [id=313, type=get_attr]; +"314 linear_14_zero_point_0" [id=314, type=get_attr]; +"315 compressed_weight_updated_constant15" [id=315, type=get_attr]; +"316 quantize_per_channel_default_15" [id=316, type=quantize_per_channel]; +"317 dequantize_per_channel_default_15" [id=317, type=dequantize_per_channel]; +"318 _param_constant49_0_0" [id=318, type=get_attr]; "319 linear_14" [id=319, type=linear]; "320 gelu_3" [id=320, type=gelu]; "321 dropout_11" [id=321, type=dropout]; -"322 _param_constant51" [id=322, type=get_attr]; -"323 dropout_11_0_0_nncf_smooth_quant_0" [id=323, type=call_module]; -"324 quantize_per_tensor_default_24" [id=324, type=quantize_per_tensor]; -"325 dequantize_per_tensor_default_24" [id=325, type=dequantize_per_tensor]; -"326 linear_15_scale_0" [id=326, type=get_attr]; -"327 linear_15_zero_point_0" [id=327, type=get_attr]; -"328 compressed_weight_updated_constant16" [id=328, type=get_attr]; -"329 quantize_per_channel_default_16" [id=329, type=quantize_per_channel]; -"330 dequantize_per_channel_default_16" [id=330, type=dequantize_per_channel]; +"322 dropout_11_0_0_nncf_smooth_quant_0" [id=322, type=call_module]; +"323 quantize_per_tensor_default_24" [id=323, type=quantize_per_tensor]; +"324 dequantize_per_tensor_default_24" [id=324, type=dequantize_per_tensor]; +"325 linear_15_scale_0" [id=325, type=get_attr]; +"326 linear_15_zero_point_0" [id=326, type=get_attr]; +"327 compressed_weight_updated_constant16" [id=327, type=get_attr]; +"328 quantize_per_channel_default_16" [id=328, type=quantize_per_channel]; +"329 dequantize_per_channel_default_16" [id=329, type=dequantize_per_channel]; +"330 _param_constant51_0_0" [id=330, type=get_attr]; "331 linear_15" [id=331, type=linear]; "332 dropout_12" [id=332, type=dropout]; "333 add_8" [id=333, type=add]; @@ -337,15 +337,15 @@ strict digraph { "335 _param_constant53" [id=335, type=get_attr]; "336 layer_norm_8" [id=336, type=layer_norm]; "337 transpose_24" [id=337, type=transpose]; -"338 _param_constant55" [id=338, type=get_attr]; -"339 transpose_24_0_0_nncf_smooth_quant_0" [id=339, type=call_module]; -"340 quantize_per_tensor_default_25" [id=340, type=quantize_per_tensor]; -"341 dequantize_per_tensor_default_25" [id=341, type=dequantize_per_tensor]; -"342 linear_16_scale_0" [id=342, type=get_attr]; -"343 linear_16_zero_point_0" [id=343, type=get_attr]; -"344 compressed_weight_updated_constant17" [id=344, type=get_attr]; -"345 quantize_per_channel_default_17" [id=345, type=quantize_per_channel]; -"346 dequantize_per_channel_default_17" [id=346, type=dequantize_per_channel]; +"338 transpose_24_0_0_nncf_smooth_quant_0" [id=338, type=call_module]; +"339 quantize_per_tensor_default_25" [id=339, type=quantize_per_tensor]; +"340 dequantize_per_tensor_default_25" [id=340, type=dequantize_per_tensor]; +"341 linear_16_scale_0" [id=341, type=get_attr]; +"342 linear_16_zero_point_0" [id=342, type=get_attr]; +"343 compressed_weight_updated_constant17" [id=343, type=get_attr]; +"344 quantize_per_channel_default_17" [id=344, type=quantize_per_channel]; +"345 dequantize_per_channel_default_17" [id=345, type=dequantize_per_channel]; +"346 _param_constant55_0_0" [id=346, type=get_attr]; "347 linear_16" [id=347, type=linear]; "348 unflatten_4" [id=348, type=unflatten]; "349 unsqueeze_4" [id=349, type=unsqueeze]; @@ -371,15 +371,15 @@ strict digraph { "369 scaled_dot_product_attention_4" [id=369, type=scaled_dot_product_attention]; "370 permute_5" [id=370, type=permute]; "371 view_38" [id=371, type=view]; -"372 _param_constant57" [id=372, type=get_attr]; -"373 view_38_0_0_nncf_smooth_quant_0" [id=373, type=call_module]; -"374 quantize_per_tensor_default_28" [id=374, type=quantize_per_tensor]; -"375 dequantize_per_tensor_default_28" [id=375, type=dequantize_per_tensor]; -"376 linear_17_scale_0" [id=376, type=get_attr]; -"377 linear_17_zero_point_0" [id=377, type=get_attr]; -"378 compressed_weight_updated_constant18" [id=378, type=get_attr]; -"379 quantize_per_channel_default_18" [id=379, type=quantize_per_channel]; -"380 dequantize_per_channel_default_18" [id=380, type=dequantize_per_channel]; +"372 view_38_0_0_nncf_smooth_quant_0" [id=372, type=call_module]; +"373 quantize_per_tensor_default_28" [id=373, type=quantize_per_tensor]; +"374 dequantize_per_tensor_default_28" [id=374, type=dequantize_per_tensor]; +"375 linear_17_scale_0" [id=375, type=get_attr]; +"376 linear_17_zero_point_0" [id=376, type=get_attr]; +"377 compressed_weight_updated_constant18" [id=377, type=get_attr]; +"378 quantize_per_channel_default_18" [id=378, type=quantize_per_channel]; +"379 dequantize_per_channel_default_18" [id=379, type=dequantize_per_channel]; +"380 _param_constant57_0_0" [id=380, type=get_attr]; "381 linear_17" [id=381, type=linear]; "382 view_39" [id=382, type=view]; "383 transpose_29" [id=383, type=transpose]; @@ -388,27 +388,27 @@ strict digraph { "386 _param_constant58" [id=386, type=get_attr]; "387 _param_constant59" [id=387, type=get_attr]; "388 layer_norm_9" [id=388, type=layer_norm]; -"389 _param_constant61" [id=389, type=get_attr]; -"390 layer_norm_9_0_0_nncf_smooth_quant_0" [id=390, type=call_module]; -"391 quantize_per_tensor_default_29" [id=391, type=quantize_per_tensor]; -"392 dequantize_per_tensor_default_29" [id=392, type=dequantize_per_tensor]; -"393 linear_18_scale_0" [id=393, type=get_attr]; -"394 linear_18_zero_point_0" [id=394, type=get_attr]; -"395 compressed_weight_updated_constant19" [id=395, type=get_attr]; -"396 quantize_per_channel_default_19" [id=396, type=quantize_per_channel]; -"397 dequantize_per_channel_default_19" [id=397, type=dequantize_per_channel]; +"389 layer_norm_9_0_0_nncf_smooth_quant_0" [id=389, type=call_module]; +"390 quantize_per_tensor_default_29" [id=390, type=quantize_per_tensor]; +"391 dequantize_per_tensor_default_29" [id=391, type=dequantize_per_tensor]; +"392 linear_18_scale_0" [id=392, type=get_attr]; +"393 linear_18_zero_point_0" [id=393, type=get_attr]; +"394 compressed_weight_updated_constant19" [id=394, type=get_attr]; +"395 quantize_per_channel_default_19" [id=395, type=quantize_per_channel]; +"396 dequantize_per_channel_default_19" [id=396, type=dequantize_per_channel]; +"397 _param_constant61_0_0" [id=397, type=get_attr]; "398 linear_18" [id=398, type=linear]; "399 gelu_4" [id=399, type=gelu]; "400 dropout_14" [id=400, type=dropout]; -"401 _param_constant63" [id=401, type=get_attr]; -"402 dropout_14_0_0_nncf_smooth_quant_0" [id=402, type=call_module]; -"403 quantize_per_tensor_default_30" [id=403, type=quantize_per_tensor]; -"404 dequantize_per_tensor_default_30" [id=404, type=dequantize_per_tensor]; -"405 linear_19_scale_0" [id=405, type=get_attr]; -"406 linear_19_zero_point_0" [id=406, type=get_attr]; -"407 compressed_weight_updated_constant20" [id=407, type=get_attr]; -"408 quantize_per_channel_default_20" [id=408, type=quantize_per_channel]; -"409 dequantize_per_channel_default_20" [id=409, type=dequantize_per_channel]; +"401 dropout_14_0_0_nncf_smooth_quant_0" [id=401, type=call_module]; +"402 quantize_per_tensor_default_30" [id=402, type=quantize_per_tensor]; +"403 dequantize_per_tensor_default_30" [id=403, type=dequantize_per_tensor]; +"404 linear_19_scale_0" [id=404, type=get_attr]; +"405 linear_19_zero_point_0" [id=405, type=get_attr]; +"406 compressed_weight_updated_constant20" [id=406, type=get_attr]; +"407 quantize_per_channel_default_20" [id=407, type=quantize_per_channel]; +"408 dequantize_per_channel_default_20" [id=408, type=dequantize_per_channel]; +"409 _param_constant63_0_0" [id=409, type=get_attr]; "410 linear_19" [id=410, type=linear]; "411 dropout_15" [id=411, type=dropout]; "412 add_10" [id=412, type=add]; @@ -416,15 +416,15 @@ strict digraph { "414 _param_constant65" [id=414, type=get_attr]; "415 layer_norm_10" [id=415, type=layer_norm]; "416 transpose_30" [id=416, type=transpose]; -"417 _param_constant67" [id=417, type=get_attr]; -"418 transpose_30_0_0_nncf_smooth_quant_0" [id=418, type=call_module]; -"419 quantize_per_tensor_default_31" [id=419, type=quantize_per_tensor]; -"420 dequantize_per_tensor_default_31" [id=420, type=dequantize_per_tensor]; -"421 linear_20_scale_0" [id=421, type=get_attr]; -"422 linear_20_zero_point_0" [id=422, type=get_attr]; -"423 compressed_weight_updated_constant21" [id=423, type=get_attr]; -"424 quantize_per_channel_default_21" [id=424, type=quantize_per_channel]; -"425 dequantize_per_channel_default_21" [id=425, type=dequantize_per_channel]; +"417 transpose_30_0_0_nncf_smooth_quant_0" [id=417, type=call_module]; +"418 quantize_per_tensor_default_31" [id=418, type=quantize_per_tensor]; +"419 dequantize_per_tensor_default_31" [id=419, type=dequantize_per_tensor]; +"420 linear_20_scale_0" [id=420, type=get_attr]; +"421 linear_20_zero_point_0" [id=421, type=get_attr]; +"422 compressed_weight_updated_constant21" [id=422, type=get_attr]; +"423 quantize_per_channel_default_21" [id=423, type=quantize_per_channel]; +"424 dequantize_per_channel_default_21" [id=424, type=dequantize_per_channel]; +"425 _param_constant67_0_0" [id=425, type=get_attr]; "426 linear_20" [id=426, type=linear]; "427 unflatten_5" [id=427, type=unflatten]; "428 unsqueeze_5" [id=428, type=unsqueeze]; @@ -450,15 +450,15 @@ strict digraph { "448 scaled_dot_product_attention_5" [id=448, type=scaled_dot_product_attention]; "449 permute_6" [id=449, type=permute]; "450 view_46" [id=450, type=view]; -"451 _param_constant69" [id=451, type=get_attr]; -"452 view_46_0_0_nncf_smooth_quant_0" [id=452, type=call_module]; -"453 quantize_per_tensor_default_34" [id=453, type=quantize_per_tensor]; -"454 dequantize_per_tensor_default_34" [id=454, type=dequantize_per_tensor]; -"455 linear_21_scale_0" [id=455, type=get_attr]; -"456 linear_21_zero_point_0" [id=456, type=get_attr]; -"457 compressed_weight_updated_constant22" [id=457, type=get_attr]; -"458 quantize_per_channel_default_22" [id=458, type=quantize_per_channel]; -"459 dequantize_per_channel_default_22" [id=459, type=dequantize_per_channel]; +"451 view_46_0_0_nncf_smooth_quant_0" [id=451, type=call_module]; +"452 quantize_per_tensor_default_34" [id=452, type=quantize_per_tensor]; +"453 dequantize_per_tensor_default_34" [id=453, type=dequantize_per_tensor]; +"454 linear_21_scale_0" [id=454, type=get_attr]; +"455 linear_21_zero_point_0" [id=455, type=get_attr]; +"456 compressed_weight_updated_constant22" [id=456, type=get_attr]; +"457 quantize_per_channel_default_22" [id=457, type=quantize_per_channel]; +"458 dequantize_per_channel_default_22" [id=458, type=dequantize_per_channel]; +"459 _param_constant69_0_0" [id=459, type=get_attr]; "460 linear_21" [id=460, type=linear]; "461 view_47" [id=461, type=view]; "462 transpose_35" [id=462, type=transpose]; @@ -467,27 +467,27 @@ strict digraph { "465 _param_constant70" [id=465, type=get_attr]; "466 _param_constant71" [id=466, type=get_attr]; "467 layer_norm_11" [id=467, type=layer_norm]; -"468 _param_constant73" [id=468, type=get_attr]; -"469 layer_norm_11_0_0_nncf_smooth_quant_0" [id=469, type=call_module]; -"470 quantize_per_tensor_default_35" [id=470, type=quantize_per_tensor]; -"471 dequantize_per_tensor_default_35" [id=471, type=dequantize_per_tensor]; -"472 linear_22_scale_0" [id=472, type=get_attr]; -"473 linear_22_zero_point_0" [id=473, type=get_attr]; -"474 compressed_weight_updated_constant23" [id=474, type=get_attr]; -"475 quantize_per_channel_default_23" [id=475, type=quantize_per_channel]; -"476 dequantize_per_channel_default_23" [id=476, type=dequantize_per_channel]; +"468 layer_norm_11_0_0_nncf_smooth_quant_0" [id=468, type=call_module]; +"469 quantize_per_tensor_default_35" [id=469, type=quantize_per_tensor]; +"470 dequantize_per_tensor_default_35" [id=470, type=dequantize_per_tensor]; +"471 linear_22_scale_0" [id=471, type=get_attr]; +"472 linear_22_zero_point_0" [id=472, type=get_attr]; +"473 compressed_weight_updated_constant23" [id=473, type=get_attr]; +"474 quantize_per_channel_default_23" [id=474, type=quantize_per_channel]; +"475 dequantize_per_channel_default_23" [id=475, type=dequantize_per_channel]; +"476 _param_constant73_0_0" [id=476, type=get_attr]; "477 linear_22" [id=477, type=linear]; "478 gelu_5" [id=478, type=gelu]; "479 dropout_17" [id=479, type=dropout]; -"480 _param_constant75" [id=480, type=get_attr]; -"481 dropout_17_0_0_nncf_smooth_quant_0" [id=481, type=call_module]; -"482 quantize_per_tensor_default_36" [id=482, type=quantize_per_tensor]; -"483 dequantize_per_tensor_default_36" [id=483, type=dequantize_per_tensor]; -"484 linear_23_scale_0" [id=484, type=get_attr]; -"485 linear_23_zero_point_0" [id=485, type=get_attr]; -"486 compressed_weight_updated_constant24" [id=486, type=get_attr]; -"487 quantize_per_channel_default_24" [id=487, type=quantize_per_channel]; -"488 dequantize_per_channel_default_24" [id=488, type=dequantize_per_channel]; +"480 dropout_17_0_0_nncf_smooth_quant_0" [id=480, type=call_module]; +"481 quantize_per_tensor_default_36" [id=481, type=quantize_per_tensor]; +"482 dequantize_per_tensor_default_36" [id=482, type=dequantize_per_tensor]; +"483 linear_23_scale_0" [id=483, type=get_attr]; +"484 linear_23_zero_point_0" [id=484, type=get_attr]; +"485 compressed_weight_updated_constant24" [id=485, type=get_attr]; +"486 quantize_per_channel_default_24" [id=486, type=quantize_per_channel]; +"487 dequantize_per_channel_default_24" [id=487, type=dequantize_per_channel]; +"488 _param_constant75_0_0" [id=488, type=get_attr]; "489 linear_23" [id=489, type=linear]; "490 dropout_18" [id=490, type=dropout]; "491 add_12" [id=491, type=add]; @@ -495,15 +495,15 @@ strict digraph { "493 _param_constant77" [id=493, type=get_attr]; "494 layer_norm_12" [id=494, type=layer_norm]; "495 transpose_36" [id=495, type=transpose]; -"496 _param_constant79" [id=496, type=get_attr]; -"497 transpose_36_0_0_nncf_smooth_quant_0" [id=497, type=call_module]; -"498 quantize_per_tensor_default_37" [id=498, type=quantize_per_tensor]; -"499 dequantize_per_tensor_default_37" [id=499, type=dequantize_per_tensor]; -"500 linear_24_scale_0" [id=500, type=get_attr]; -"501 linear_24_zero_point_0" [id=501, type=get_attr]; -"502 compressed_weight_updated_constant25" [id=502, type=get_attr]; -"503 quantize_per_channel_default_25" [id=503, type=quantize_per_channel]; -"504 dequantize_per_channel_default_25" [id=504, type=dequantize_per_channel]; +"496 transpose_36_0_0_nncf_smooth_quant_0" [id=496, type=call_module]; +"497 quantize_per_tensor_default_37" [id=497, type=quantize_per_tensor]; +"498 dequantize_per_tensor_default_37" [id=498, type=dequantize_per_tensor]; +"499 linear_24_scale_0" [id=499, type=get_attr]; +"500 linear_24_zero_point_0" [id=500, type=get_attr]; +"501 compressed_weight_updated_constant25" [id=501, type=get_attr]; +"502 quantize_per_channel_default_25" [id=502, type=quantize_per_channel]; +"503 dequantize_per_channel_default_25" [id=503, type=dequantize_per_channel]; +"504 _param_constant79_0_0" [id=504, type=get_attr]; "505 linear_24" [id=505, type=linear]; "506 unflatten_6" [id=506, type=unflatten]; "507 unsqueeze_6" [id=507, type=unsqueeze]; @@ -529,15 +529,15 @@ strict digraph { "527 scaled_dot_product_attention_6" [id=527, type=scaled_dot_product_attention]; "528 permute_7" [id=528, type=permute]; "529 view_54" [id=529, type=view]; -"530 _param_constant81" [id=530, type=get_attr]; -"531 view_54_0_0_nncf_smooth_quant_0" [id=531, type=call_module]; -"532 quantize_per_tensor_default_40" [id=532, type=quantize_per_tensor]; -"533 dequantize_per_tensor_default_40" [id=533, type=dequantize_per_tensor]; -"534 linear_25_scale_0" [id=534, type=get_attr]; -"535 linear_25_zero_point_0" [id=535, type=get_attr]; -"536 compressed_weight_updated_constant26" [id=536, type=get_attr]; -"537 quantize_per_channel_default_26" [id=537, type=quantize_per_channel]; -"538 dequantize_per_channel_default_26" [id=538, type=dequantize_per_channel]; +"530 view_54_0_0_nncf_smooth_quant_0" [id=530, type=call_module]; +"531 quantize_per_tensor_default_40" [id=531, type=quantize_per_tensor]; +"532 dequantize_per_tensor_default_40" [id=532, type=dequantize_per_tensor]; +"533 linear_25_scale_0" [id=533, type=get_attr]; +"534 linear_25_zero_point_0" [id=534, type=get_attr]; +"535 compressed_weight_updated_constant26" [id=535, type=get_attr]; +"536 quantize_per_channel_default_26" [id=536, type=quantize_per_channel]; +"537 dequantize_per_channel_default_26" [id=537, type=dequantize_per_channel]; +"538 _param_constant81_0_0" [id=538, type=get_attr]; "539 linear_25" [id=539, type=linear]; "540 view_55" [id=540, type=view]; "541 transpose_41" [id=541, type=transpose]; @@ -546,27 +546,27 @@ strict digraph { "544 _param_constant82" [id=544, type=get_attr]; "545 _param_constant83" [id=545, type=get_attr]; "546 layer_norm_13" [id=546, type=layer_norm]; -"547 _param_constant85" [id=547, type=get_attr]; -"548 layer_norm_13_0_0_nncf_smooth_quant_0" [id=548, type=call_module]; -"549 quantize_per_tensor_default_41" [id=549, type=quantize_per_tensor]; -"550 dequantize_per_tensor_default_41" [id=550, type=dequantize_per_tensor]; -"551 linear_26_scale_0" [id=551, type=get_attr]; -"552 linear_26_zero_point_0" [id=552, type=get_attr]; -"553 compressed_weight_updated_constant27" [id=553, type=get_attr]; -"554 quantize_per_channel_default_27" [id=554, type=quantize_per_channel]; -"555 dequantize_per_channel_default_27" [id=555, type=dequantize_per_channel]; +"547 layer_norm_13_0_0_nncf_smooth_quant_0" [id=547, type=call_module]; +"548 quantize_per_tensor_default_41" [id=548, type=quantize_per_tensor]; +"549 dequantize_per_tensor_default_41" [id=549, type=dequantize_per_tensor]; +"550 linear_26_scale_0" [id=550, type=get_attr]; +"551 linear_26_zero_point_0" [id=551, type=get_attr]; +"552 compressed_weight_updated_constant27" [id=552, type=get_attr]; +"553 quantize_per_channel_default_27" [id=553, type=quantize_per_channel]; +"554 dequantize_per_channel_default_27" [id=554, type=dequantize_per_channel]; +"555 _param_constant85_0_0" [id=555, type=get_attr]; "556 linear_26" [id=556, type=linear]; "557 gelu_6" [id=557, type=gelu]; "558 dropout_20" [id=558, type=dropout]; -"559 _param_constant87" [id=559, type=get_attr]; -"560 dropout_20_0_0_nncf_smooth_quant_0" [id=560, type=call_module]; -"561 quantize_per_tensor_default_42" [id=561, type=quantize_per_tensor]; -"562 dequantize_per_tensor_default_42" [id=562, type=dequantize_per_tensor]; -"563 linear_27_scale_0" [id=563, type=get_attr]; -"564 linear_27_zero_point_0" [id=564, type=get_attr]; -"565 compressed_weight_updated_constant28" [id=565, type=get_attr]; -"566 quantize_per_channel_default_28" [id=566, type=quantize_per_channel]; -"567 dequantize_per_channel_default_28" [id=567, type=dequantize_per_channel]; +"559 dropout_20_0_0_nncf_smooth_quant_0" [id=559, type=call_module]; +"560 quantize_per_tensor_default_42" [id=560, type=quantize_per_tensor]; +"561 dequantize_per_tensor_default_42" [id=561, type=dequantize_per_tensor]; +"562 linear_27_scale_0" [id=562, type=get_attr]; +"563 linear_27_zero_point_0" [id=563, type=get_attr]; +"564 compressed_weight_updated_constant28" [id=564, type=get_attr]; +"565 quantize_per_channel_default_28" [id=565, type=quantize_per_channel]; +"566 dequantize_per_channel_default_28" [id=566, type=dequantize_per_channel]; +"567 _param_constant87_0_0" [id=567, type=get_attr]; "568 linear_27" [id=568, type=linear]; "569 dropout_21" [id=569, type=dropout]; "570 add_14" [id=570, type=add]; @@ -574,15 +574,15 @@ strict digraph { "572 _param_constant89" [id=572, type=get_attr]; "573 layer_norm_14" [id=573, type=layer_norm]; "574 transpose_42" [id=574, type=transpose]; -"575 _param_constant91" [id=575, type=get_attr]; -"576 transpose_42_0_0_nncf_smooth_quant_0" [id=576, type=call_module]; -"577 quantize_per_tensor_default_43" [id=577, type=quantize_per_tensor]; -"578 dequantize_per_tensor_default_43" [id=578, type=dequantize_per_tensor]; -"579 linear_28_scale_0" [id=579, type=get_attr]; -"580 linear_28_zero_point_0" [id=580, type=get_attr]; -"581 compressed_weight_updated_constant29" [id=581, type=get_attr]; -"582 quantize_per_channel_default_29" [id=582, type=quantize_per_channel]; -"583 dequantize_per_channel_default_29" [id=583, type=dequantize_per_channel]; +"575 transpose_42_0_0_nncf_smooth_quant_0" [id=575, type=call_module]; +"576 quantize_per_tensor_default_43" [id=576, type=quantize_per_tensor]; +"577 dequantize_per_tensor_default_43" [id=577, type=dequantize_per_tensor]; +"578 linear_28_scale_0" [id=578, type=get_attr]; +"579 linear_28_zero_point_0" [id=579, type=get_attr]; +"580 compressed_weight_updated_constant29" [id=580, type=get_attr]; +"581 quantize_per_channel_default_29" [id=581, type=quantize_per_channel]; +"582 dequantize_per_channel_default_29" [id=582, type=dequantize_per_channel]; +"583 _param_constant91_0_0" [id=583, type=get_attr]; "584 linear_28" [id=584, type=linear]; "585 unflatten_7" [id=585, type=unflatten]; "586 unsqueeze_7" [id=586, type=unsqueeze]; @@ -608,15 +608,15 @@ strict digraph { "606 scaled_dot_product_attention_7" [id=606, type=scaled_dot_product_attention]; "607 permute_8" [id=607, type=permute]; "608 view_62" [id=608, type=view]; -"609 _param_constant93" [id=609, type=get_attr]; -"610 view_62_0_0_nncf_smooth_quant_0" [id=610, type=call_module]; -"611 quantize_per_tensor_default_46" [id=611, type=quantize_per_tensor]; -"612 dequantize_per_tensor_default_46" [id=612, type=dequantize_per_tensor]; -"613 linear_29_scale_0" [id=613, type=get_attr]; -"614 linear_29_zero_point_0" [id=614, type=get_attr]; -"615 compressed_weight_updated_constant30" [id=615, type=get_attr]; -"616 quantize_per_channel_default_30" [id=616, type=quantize_per_channel]; -"617 dequantize_per_channel_default_30" [id=617, type=dequantize_per_channel]; +"609 view_62_0_0_nncf_smooth_quant_0" [id=609, type=call_module]; +"610 quantize_per_tensor_default_46" [id=610, type=quantize_per_tensor]; +"611 dequantize_per_tensor_default_46" [id=611, type=dequantize_per_tensor]; +"612 linear_29_scale_0" [id=612, type=get_attr]; +"613 linear_29_zero_point_0" [id=613, type=get_attr]; +"614 compressed_weight_updated_constant30" [id=614, type=get_attr]; +"615 quantize_per_channel_default_30" [id=615, type=quantize_per_channel]; +"616 dequantize_per_channel_default_30" [id=616, type=dequantize_per_channel]; +"617 _param_constant93_0_0" [id=617, type=get_attr]; "618 linear_29" [id=618, type=linear]; "619 view_63" [id=619, type=view]; "620 transpose_47" [id=620, type=transpose]; @@ -625,27 +625,27 @@ strict digraph { "623 _param_constant94" [id=623, type=get_attr]; "624 _param_constant95" [id=624, type=get_attr]; "625 layer_norm_15" [id=625, type=layer_norm]; -"626 _param_constant97" [id=626, type=get_attr]; -"627 layer_norm_15_0_0_nncf_smooth_quant_0" [id=627, type=call_module]; -"628 quantize_per_tensor_default_47" [id=628, type=quantize_per_tensor]; -"629 dequantize_per_tensor_default_47" [id=629, type=dequantize_per_tensor]; -"630 linear_30_scale_0" [id=630, type=get_attr]; -"631 linear_30_zero_point_0" [id=631, type=get_attr]; -"632 compressed_weight_updated_constant31" [id=632, type=get_attr]; -"633 quantize_per_channel_default_31" [id=633, type=quantize_per_channel]; -"634 dequantize_per_channel_default_31" [id=634, type=dequantize_per_channel]; +"626 layer_norm_15_0_0_nncf_smooth_quant_0" [id=626, type=call_module]; +"627 quantize_per_tensor_default_47" [id=627, type=quantize_per_tensor]; +"628 dequantize_per_tensor_default_47" [id=628, type=dequantize_per_tensor]; +"629 linear_30_scale_0" [id=629, type=get_attr]; +"630 linear_30_zero_point_0" [id=630, type=get_attr]; +"631 compressed_weight_updated_constant31" [id=631, type=get_attr]; +"632 quantize_per_channel_default_31" [id=632, type=quantize_per_channel]; +"633 dequantize_per_channel_default_31" [id=633, type=dequantize_per_channel]; +"634 _param_constant97_0_0" [id=634, type=get_attr]; "635 linear_30" [id=635, type=linear]; "636 gelu_7" [id=636, type=gelu]; "637 dropout_23" [id=637, type=dropout]; -"638 _param_constant99" [id=638, type=get_attr]; -"639 dropout_23_0_0_nncf_smooth_quant_0" [id=639, type=call_module]; -"640 quantize_per_tensor_default_48" [id=640, type=quantize_per_tensor]; -"641 dequantize_per_tensor_default_48" [id=641, type=dequantize_per_tensor]; -"642 linear_31_scale_0" [id=642, type=get_attr]; -"643 linear_31_zero_point_0" [id=643, type=get_attr]; -"644 compressed_weight_updated_constant32" [id=644, type=get_attr]; -"645 quantize_per_channel_default_32" [id=645, type=quantize_per_channel]; -"646 dequantize_per_channel_default_32" [id=646, type=dequantize_per_channel]; +"638 dropout_23_0_0_nncf_smooth_quant_0" [id=638, type=call_module]; +"639 quantize_per_tensor_default_48" [id=639, type=quantize_per_tensor]; +"640 dequantize_per_tensor_default_48" [id=640, type=dequantize_per_tensor]; +"641 linear_31_scale_0" [id=641, type=get_attr]; +"642 linear_31_zero_point_0" [id=642, type=get_attr]; +"643 compressed_weight_updated_constant32" [id=643, type=get_attr]; +"644 quantize_per_channel_default_32" [id=644, type=quantize_per_channel]; +"645 dequantize_per_channel_default_32" [id=645, type=dequantize_per_channel]; +"646 _param_constant99_0_0" [id=646, type=get_attr]; "647 linear_31" [id=647, type=linear]; "648 dropout_24" [id=648, type=dropout]; "649 add_16" [id=649, type=add]; @@ -653,15 +653,15 @@ strict digraph { "651 _param_constant101" [id=651, type=get_attr]; "652 layer_norm_16" [id=652, type=layer_norm]; "653 transpose_48" [id=653, type=transpose]; -"654 _param_constant103" [id=654, type=get_attr]; -"655 transpose_48_0_0_nncf_smooth_quant_0" [id=655, type=call_module]; -"656 quantize_per_tensor_default_49" [id=656, type=quantize_per_tensor]; -"657 dequantize_per_tensor_default_49" [id=657, type=dequantize_per_tensor]; -"658 linear_32_scale_0" [id=658, type=get_attr]; -"659 linear_32_zero_point_0" [id=659, type=get_attr]; -"660 compressed_weight_updated_constant33" [id=660, type=get_attr]; -"661 quantize_per_channel_default_33" [id=661, type=quantize_per_channel]; -"662 dequantize_per_channel_default_33" [id=662, type=dequantize_per_channel]; +"654 transpose_48_0_0_nncf_smooth_quant_0" [id=654, type=call_module]; +"655 quantize_per_tensor_default_49" [id=655, type=quantize_per_tensor]; +"656 dequantize_per_tensor_default_49" [id=656, type=dequantize_per_tensor]; +"657 linear_32_scale_0" [id=657, type=get_attr]; +"658 linear_32_zero_point_0" [id=658, type=get_attr]; +"659 compressed_weight_updated_constant33" [id=659, type=get_attr]; +"660 quantize_per_channel_default_33" [id=660, type=quantize_per_channel]; +"661 dequantize_per_channel_default_33" [id=661, type=dequantize_per_channel]; +"662 _param_constant103_0_0" [id=662, type=get_attr]; "663 linear_32" [id=663, type=linear]; "664 unflatten_8" [id=664, type=unflatten]; "665 unsqueeze_8" [id=665, type=unsqueeze]; @@ -687,15 +687,15 @@ strict digraph { "685 scaled_dot_product_attention_8" [id=685, type=scaled_dot_product_attention]; "686 permute_9" [id=686, type=permute]; "687 view_70" [id=687, type=view]; -"688 _param_constant105" [id=688, type=get_attr]; -"689 view_70_0_0_nncf_smooth_quant_0" [id=689, type=call_module]; -"690 quantize_per_tensor_default_52" [id=690, type=quantize_per_tensor]; -"691 dequantize_per_tensor_default_52" [id=691, type=dequantize_per_tensor]; -"692 linear_33_scale_0" [id=692, type=get_attr]; -"693 linear_33_zero_point_0" [id=693, type=get_attr]; -"694 compressed_weight_updated_constant34" [id=694, type=get_attr]; -"695 quantize_per_channel_default_34" [id=695, type=quantize_per_channel]; -"696 dequantize_per_channel_default_34" [id=696, type=dequantize_per_channel]; +"688 view_70_0_0_nncf_smooth_quant_0" [id=688, type=call_module]; +"689 quantize_per_tensor_default_52" [id=689, type=quantize_per_tensor]; +"690 dequantize_per_tensor_default_52" [id=690, type=dequantize_per_tensor]; +"691 linear_33_scale_0" [id=691, type=get_attr]; +"692 linear_33_zero_point_0" [id=692, type=get_attr]; +"693 compressed_weight_updated_constant34" [id=693, type=get_attr]; +"694 quantize_per_channel_default_34" [id=694, type=quantize_per_channel]; +"695 dequantize_per_channel_default_34" [id=695, type=dequantize_per_channel]; +"696 _param_constant105_0_0" [id=696, type=get_attr]; "697 linear_33" [id=697, type=linear]; "698 view_71" [id=698, type=view]; "699 transpose_53" [id=699, type=transpose]; @@ -704,27 +704,27 @@ strict digraph { "702 _param_constant106" [id=702, type=get_attr]; "703 _param_constant107" [id=703, type=get_attr]; "704 layer_norm_17" [id=704, type=layer_norm]; -"705 _param_constant109" [id=705, type=get_attr]; -"706 layer_norm_17_0_0_nncf_smooth_quant_0" [id=706, type=call_module]; -"707 quantize_per_tensor_default_53" [id=707, type=quantize_per_tensor]; -"708 dequantize_per_tensor_default_53" [id=708, type=dequantize_per_tensor]; -"709 linear_34_scale_0" [id=709, type=get_attr]; -"710 linear_34_zero_point_0" [id=710, type=get_attr]; -"711 compressed_weight_updated_constant35" [id=711, type=get_attr]; -"712 quantize_per_channel_default_35" [id=712, type=quantize_per_channel]; -"713 dequantize_per_channel_default_35" [id=713, type=dequantize_per_channel]; +"705 layer_norm_17_0_0_nncf_smooth_quant_0" [id=705, type=call_module]; +"706 quantize_per_tensor_default_53" [id=706, type=quantize_per_tensor]; +"707 dequantize_per_tensor_default_53" [id=707, type=dequantize_per_tensor]; +"708 linear_34_scale_0" [id=708, type=get_attr]; +"709 linear_34_zero_point_0" [id=709, type=get_attr]; +"710 compressed_weight_updated_constant35" [id=710, type=get_attr]; +"711 quantize_per_channel_default_35" [id=711, type=quantize_per_channel]; +"712 dequantize_per_channel_default_35" [id=712, type=dequantize_per_channel]; +"713 _param_constant109_0_0" [id=713, type=get_attr]; "714 linear_34" [id=714, type=linear]; "715 gelu_8" [id=715, type=gelu]; "716 dropout_26" [id=716, type=dropout]; -"717 _param_constant111" [id=717, type=get_attr]; -"718 dropout_26_0_0_nncf_smooth_quant_0" [id=718, type=call_module]; -"719 quantize_per_tensor_default_54" [id=719, type=quantize_per_tensor]; -"720 dequantize_per_tensor_default_54" [id=720, type=dequantize_per_tensor]; -"721 linear_35_scale_0" [id=721, type=get_attr]; -"722 linear_35_zero_point_0" [id=722, type=get_attr]; -"723 compressed_weight_updated_constant36" [id=723, type=get_attr]; -"724 quantize_per_channel_default_36" [id=724, type=quantize_per_channel]; -"725 dequantize_per_channel_default_36" [id=725, type=dequantize_per_channel]; +"717 dropout_26_0_0_nncf_smooth_quant_0" [id=717, type=call_module]; +"718 quantize_per_tensor_default_54" [id=718, type=quantize_per_tensor]; +"719 dequantize_per_tensor_default_54" [id=719, type=dequantize_per_tensor]; +"720 linear_35_scale_0" [id=720, type=get_attr]; +"721 linear_35_zero_point_0" [id=721, type=get_attr]; +"722 compressed_weight_updated_constant36" [id=722, type=get_attr]; +"723 quantize_per_channel_default_36" [id=723, type=quantize_per_channel]; +"724 dequantize_per_channel_default_36" [id=724, type=dequantize_per_channel]; +"725 _param_constant111_0_0" [id=725, type=get_attr]; "726 linear_35" [id=726, type=linear]; "727 dropout_27" [id=727, type=dropout]; "728 add_18" [id=728, type=add]; @@ -732,15 +732,15 @@ strict digraph { "730 _param_constant113" [id=730, type=get_attr]; "731 layer_norm_18" [id=731, type=layer_norm]; "732 transpose_54" [id=732, type=transpose]; -"733 _param_constant115" [id=733, type=get_attr]; -"734 transpose_54_0_0_nncf_smooth_quant_0" [id=734, type=call_module]; -"735 quantize_per_tensor_default_55" [id=735, type=quantize_per_tensor]; -"736 dequantize_per_tensor_default_55" [id=736, type=dequantize_per_tensor]; -"737 linear_36_scale_0" [id=737, type=get_attr]; -"738 linear_36_zero_point_0" [id=738, type=get_attr]; -"739 compressed_weight_updated_constant37" [id=739, type=get_attr]; -"740 quantize_per_channel_default_37" [id=740, type=quantize_per_channel]; -"741 dequantize_per_channel_default_37" [id=741, type=dequantize_per_channel]; +"733 transpose_54_0_0_nncf_smooth_quant_0" [id=733, type=call_module]; +"734 quantize_per_tensor_default_55" [id=734, type=quantize_per_tensor]; +"735 dequantize_per_tensor_default_55" [id=735, type=dequantize_per_tensor]; +"736 linear_36_scale_0" [id=736, type=get_attr]; +"737 linear_36_zero_point_0" [id=737, type=get_attr]; +"738 compressed_weight_updated_constant37" [id=738, type=get_attr]; +"739 quantize_per_channel_default_37" [id=739, type=quantize_per_channel]; +"740 dequantize_per_channel_default_37" [id=740, type=dequantize_per_channel]; +"741 _param_constant115_0_0" [id=741, type=get_attr]; "742 linear_36" [id=742, type=linear]; "743 unflatten_9" [id=743, type=unflatten]; "744 unsqueeze_9" [id=744, type=unsqueeze]; @@ -766,15 +766,15 @@ strict digraph { "764 scaled_dot_product_attention_9" [id=764, type=scaled_dot_product_attention]; "765 permute_10" [id=765, type=permute]; "766 view_78" [id=766, type=view]; -"767 _param_constant117" [id=767, type=get_attr]; -"768 view_78_0_0_nncf_smooth_quant_0" [id=768, type=call_module]; -"769 quantize_per_tensor_default_58" [id=769, type=quantize_per_tensor]; -"770 dequantize_per_tensor_default_58" [id=770, type=dequantize_per_tensor]; -"771 linear_37_scale_0" [id=771, type=get_attr]; -"772 linear_37_zero_point_0" [id=772, type=get_attr]; -"773 compressed_weight_updated_constant38" [id=773, type=get_attr]; -"774 quantize_per_channel_default_38" [id=774, type=quantize_per_channel]; -"775 dequantize_per_channel_default_38" [id=775, type=dequantize_per_channel]; +"767 view_78_0_0_nncf_smooth_quant_0" [id=767, type=call_module]; +"768 quantize_per_tensor_default_58" [id=768, type=quantize_per_tensor]; +"769 dequantize_per_tensor_default_58" [id=769, type=dequantize_per_tensor]; +"770 linear_37_scale_0" [id=770, type=get_attr]; +"771 linear_37_zero_point_0" [id=771, type=get_attr]; +"772 compressed_weight_updated_constant38" [id=772, type=get_attr]; +"773 quantize_per_channel_default_38" [id=773, type=quantize_per_channel]; +"774 dequantize_per_channel_default_38" [id=774, type=dequantize_per_channel]; +"775 _param_constant117_0_0" [id=775, type=get_attr]; "776 linear_37" [id=776, type=linear]; "777 view_79" [id=777, type=view]; "778 transpose_59" [id=778, type=transpose]; @@ -783,27 +783,27 @@ strict digraph { "781 _param_constant118" [id=781, type=get_attr]; "782 _param_constant119" [id=782, type=get_attr]; "783 layer_norm_19" [id=783, type=layer_norm]; -"784 _param_constant121" [id=784, type=get_attr]; -"785 layer_norm_19_0_0_nncf_smooth_quant_0" [id=785, type=call_module]; -"786 quantize_per_tensor_default_59" [id=786, type=quantize_per_tensor]; -"787 dequantize_per_tensor_default_59" [id=787, type=dequantize_per_tensor]; -"788 linear_38_scale_0" [id=788, type=get_attr]; -"789 linear_38_zero_point_0" [id=789, type=get_attr]; -"790 compressed_weight_updated_constant39" [id=790, type=get_attr]; -"791 quantize_per_channel_default_39" [id=791, type=quantize_per_channel]; -"792 dequantize_per_channel_default_39" [id=792, type=dequantize_per_channel]; +"784 layer_norm_19_0_0_nncf_smooth_quant_0" [id=784, type=call_module]; +"785 quantize_per_tensor_default_59" [id=785, type=quantize_per_tensor]; +"786 dequantize_per_tensor_default_59" [id=786, type=dequantize_per_tensor]; +"787 linear_38_scale_0" [id=787, type=get_attr]; +"788 linear_38_zero_point_0" [id=788, type=get_attr]; +"789 compressed_weight_updated_constant39" [id=789, type=get_attr]; +"790 quantize_per_channel_default_39" [id=790, type=quantize_per_channel]; +"791 dequantize_per_channel_default_39" [id=791, type=dequantize_per_channel]; +"792 _param_constant121_0_0" [id=792, type=get_attr]; "793 linear_38" [id=793, type=linear]; "794 gelu_9" [id=794, type=gelu]; "795 dropout_29" [id=795, type=dropout]; -"796 _param_constant123" [id=796, type=get_attr]; -"797 dropout_29_0_0_nncf_smooth_quant_0" [id=797, type=call_module]; -"798 quantize_per_tensor_default_60" [id=798, type=quantize_per_tensor]; -"799 dequantize_per_tensor_default_60" [id=799, type=dequantize_per_tensor]; -"800 linear_39_scale_0" [id=800, type=get_attr]; -"801 linear_39_zero_point_0" [id=801, type=get_attr]; -"802 compressed_weight_updated_constant40" [id=802, type=get_attr]; -"803 quantize_per_channel_default_40" [id=803, type=quantize_per_channel]; -"804 dequantize_per_channel_default_40" [id=804, type=dequantize_per_channel]; +"796 dropout_29_0_0_nncf_smooth_quant_0" [id=796, type=call_module]; +"797 quantize_per_tensor_default_60" [id=797, type=quantize_per_tensor]; +"798 dequantize_per_tensor_default_60" [id=798, type=dequantize_per_tensor]; +"799 linear_39_scale_0" [id=799, type=get_attr]; +"800 linear_39_zero_point_0" [id=800, type=get_attr]; +"801 compressed_weight_updated_constant40" [id=801, type=get_attr]; +"802 quantize_per_channel_default_40" [id=802, type=quantize_per_channel]; +"803 dequantize_per_channel_default_40" [id=803, type=dequantize_per_channel]; +"804 _param_constant123_0_0" [id=804, type=get_attr]; "805 linear_39" [id=805, type=linear]; "806 dropout_30" [id=806, type=dropout]; "807 add_20" [id=807, type=add]; @@ -811,15 +811,15 @@ strict digraph { "809 _param_constant125" [id=809, type=get_attr]; "810 layer_norm_20" [id=810, type=layer_norm]; "811 transpose_60" [id=811, type=transpose]; -"812 _param_constant127" [id=812, type=get_attr]; -"813 transpose_60_0_0_nncf_smooth_quant_0" [id=813, type=call_module]; -"814 quantize_per_tensor_default_61" [id=814, type=quantize_per_tensor]; -"815 dequantize_per_tensor_default_61" [id=815, type=dequantize_per_tensor]; -"816 linear_40_scale_0" [id=816, type=get_attr]; -"817 linear_40_zero_point_0" [id=817, type=get_attr]; -"818 compressed_weight_updated_constant41" [id=818, type=get_attr]; -"819 quantize_per_channel_default_41" [id=819, type=quantize_per_channel]; -"820 dequantize_per_channel_default_41" [id=820, type=dequantize_per_channel]; +"812 transpose_60_0_0_nncf_smooth_quant_0" [id=812, type=call_module]; +"813 quantize_per_tensor_default_61" [id=813, type=quantize_per_tensor]; +"814 dequantize_per_tensor_default_61" [id=814, type=dequantize_per_tensor]; +"815 linear_40_scale_0" [id=815, type=get_attr]; +"816 linear_40_zero_point_0" [id=816, type=get_attr]; +"817 compressed_weight_updated_constant41" [id=817, type=get_attr]; +"818 quantize_per_channel_default_41" [id=818, type=quantize_per_channel]; +"819 dequantize_per_channel_default_41" [id=819, type=dequantize_per_channel]; +"820 _param_constant127_0_0" [id=820, type=get_attr]; "821 linear_40" [id=821, type=linear]; "822 unflatten_10" [id=822, type=unflatten]; "823 unsqueeze_10" [id=823, type=unsqueeze]; @@ -845,15 +845,15 @@ strict digraph { "843 scaled_dot_product_attention_10" [id=843, type=scaled_dot_product_attention]; "844 permute_11" [id=844, type=permute]; "845 view_86" [id=845, type=view]; -"846 _param_constant129" [id=846, type=get_attr]; -"847 view_86_0_0_nncf_smooth_quant_0" [id=847, type=call_module]; -"848 quantize_per_tensor_default_64" [id=848, type=quantize_per_tensor]; -"849 dequantize_per_tensor_default_64" [id=849, type=dequantize_per_tensor]; -"850 linear_41_scale_0" [id=850, type=get_attr]; -"851 linear_41_zero_point_0" [id=851, type=get_attr]; -"852 compressed_weight_updated_constant42" [id=852, type=get_attr]; -"853 quantize_per_channel_default_42" [id=853, type=quantize_per_channel]; -"854 dequantize_per_channel_default_42" [id=854, type=dequantize_per_channel]; +"846 view_86_0_0_nncf_smooth_quant_0" [id=846, type=call_module]; +"847 quantize_per_tensor_default_64" [id=847, type=quantize_per_tensor]; +"848 dequantize_per_tensor_default_64" [id=848, type=dequantize_per_tensor]; +"849 linear_41_scale_0" [id=849, type=get_attr]; +"850 linear_41_zero_point_0" [id=850, type=get_attr]; +"851 compressed_weight_updated_constant42" [id=851, type=get_attr]; +"852 quantize_per_channel_default_42" [id=852, type=quantize_per_channel]; +"853 dequantize_per_channel_default_42" [id=853, type=dequantize_per_channel]; +"854 _param_constant129_0_0" [id=854, type=get_attr]; "855 linear_41" [id=855, type=linear]; "856 view_87" [id=856, type=view]; "857 transpose_65" [id=857, type=transpose]; @@ -862,27 +862,27 @@ strict digraph { "860 _param_constant130" [id=860, type=get_attr]; "861 _param_constant131" [id=861, type=get_attr]; "862 layer_norm_21" [id=862, type=layer_norm]; -"863 _param_constant133" [id=863, type=get_attr]; -"864 layer_norm_21_0_0_nncf_smooth_quant_0" [id=864, type=call_module]; -"865 quantize_per_tensor_default_65" [id=865, type=quantize_per_tensor]; -"866 dequantize_per_tensor_default_65" [id=866, type=dequantize_per_tensor]; -"867 linear_42_scale_0" [id=867, type=get_attr]; -"868 linear_42_zero_point_0" [id=868, type=get_attr]; -"869 compressed_weight_updated_constant43" [id=869, type=get_attr]; -"870 quantize_per_channel_default_43" [id=870, type=quantize_per_channel]; -"871 dequantize_per_channel_default_43" [id=871, type=dequantize_per_channel]; +"863 layer_norm_21_0_0_nncf_smooth_quant_0" [id=863, type=call_module]; +"864 quantize_per_tensor_default_65" [id=864, type=quantize_per_tensor]; +"865 dequantize_per_tensor_default_65" [id=865, type=dequantize_per_tensor]; +"866 linear_42_scale_0" [id=866, type=get_attr]; +"867 linear_42_zero_point_0" [id=867, type=get_attr]; +"868 compressed_weight_updated_constant43" [id=868, type=get_attr]; +"869 quantize_per_channel_default_43" [id=869, type=quantize_per_channel]; +"870 dequantize_per_channel_default_43" [id=870, type=dequantize_per_channel]; +"871 _param_constant133_0_0" [id=871, type=get_attr]; "872 linear_42" [id=872, type=linear]; "873 gelu_10" [id=873, type=gelu]; "874 dropout_32" [id=874, type=dropout]; -"875 _param_constant135" [id=875, type=get_attr]; -"876 dropout_32_0_0_nncf_smooth_quant_0" [id=876, type=call_module]; -"877 quantize_per_tensor_default_66" [id=877, type=quantize_per_tensor]; -"878 dequantize_per_tensor_default_66" [id=878, type=dequantize_per_tensor]; -"879 linear_43_scale_0" [id=879, type=get_attr]; -"880 linear_43_zero_point_0" [id=880, type=get_attr]; -"881 compressed_weight_updated_constant44" [id=881, type=get_attr]; -"882 quantize_per_channel_default_44" [id=882, type=quantize_per_channel]; -"883 dequantize_per_channel_default_44" [id=883, type=dequantize_per_channel]; +"875 dropout_32_0_0_nncf_smooth_quant_0" [id=875, type=call_module]; +"876 quantize_per_tensor_default_66" [id=876, type=quantize_per_tensor]; +"877 dequantize_per_tensor_default_66" [id=877, type=dequantize_per_tensor]; +"878 linear_43_scale_0" [id=878, type=get_attr]; +"879 linear_43_zero_point_0" [id=879, type=get_attr]; +"880 compressed_weight_updated_constant44" [id=880, type=get_attr]; +"881 quantize_per_channel_default_44" [id=881, type=quantize_per_channel]; +"882 dequantize_per_channel_default_44" [id=882, type=dequantize_per_channel]; +"883 _param_constant135_0_0" [id=883, type=get_attr]; "884 linear_43" [id=884, type=linear]; "885 dropout_33" [id=885, type=dropout]; "886 add_22" [id=886, type=add]; @@ -890,15 +890,15 @@ strict digraph { "888 _param_constant137" [id=888, type=get_attr]; "889 layer_norm_22" [id=889, type=layer_norm]; "890 transpose_66" [id=890, type=transpose]; -"891 _param_constant139" [id=891, type=get_attr]; -"892 transpose_66_0_0_nncf_smooth_quant_0" [id=892, type=call_module]; -"893 quantize_per_tensor_default_67" [id=893, type=quantize_per_tensor]; -"894 dequantize_per_tensor_default_67" [id=894, type=dequantize_per_tensor]; -"895 linear_44_scale_0" [id=895, type=get_attr]; -"896 linear_44_zero_point_0" [id=896, type=get_attr]; -"897 compressed_weight_updated_constant45" [id=897, type=get_attr]; -"898 quantize_per_channel_default_45" [id=898, type=quantize_per_channel]; -"899 dequantize_per_channel_default_45" [id=899, type=dequantize_per_channel]; +"891 transpose_66_0_0_nncf_smooth_quant_0" [id=891, type=call_module]; +"892 quantize_per_tensor_default_67" [id=892, type=quantize_per_tensor]; +"893 dequantize_per_tensor_default_67" [id=893, type=dequantize_per_tensor]; +"894 linear_44_scale_0" [id=894, type=get_attr]; +"895 linear_44_zero_point_0" [id=895, type=get_attr]; +"896 compressed_weight_updated_constant45" [id=896, type=get_attr]; +"897 quantize_per_channel_default_45" [id=897, type=quantize_per_channel]; +"898 dequantize_per_channel_default_45" [id=898, type=dequantize_per_channel]; +"899 _param_constant139_0_0" [id=899, type=get_attr]; "900 linear_44" [id=900, type=linear]; "901 unflatten_11" [id=901, type=unflatten]; "902 unsqueeze_11" [id=902, type=unsqueeze]; @@ -924,15 +924,15 @@ strict digraph { "922 scaled_dot_product_attention_11" [id=922, type=scaled_dot_product_attention]; "923 permute_12" [id=923, type=permute]; "924 view_94" [id=924, type=view]; -"925 _param_constant141" [id=925, type=get_attr]; -"926 view_94_0_0_nncf_smooth_quant_0" [id=926, type=call_module]; -"927 quantize_per_tensor_default_70" [id=927, type=quantize_per_tensor]; -"928 dequantize_per_tensor_default_70" [id=928, type=dequantize_per_tensor]; -"929 linear_45_scale_0" [id=929, type=get_attr]; -"930 linear_45_zero_point_0" [id=930, type=get_attr]; -"931 compressed_weight_updated_constant46" [id=931, type=get_attr]; -"932 quantize_per_channel_default_46" [id=932, type=quantize_per_channel]; -"933 dequantize_per_channel_default_46" [id=933, type=dequantize_per_channel]; +"925 view_94_0_0_nncf_smooth_quant_0" [id=925, type=call_module]; +"926 quantize_per_tensor_default_70" [id=926, type=quantize_per_tensor]; +"927 dequantize_per_tensor_default_70" [id=927, type=dequantize_per_tensor]; +"928 linear_45_scale_0" [id=928, type=get_attr]; +"929 linear_45_zero_point_0" [id=929, type=get_attr]; +"930 compressed_weight_updated_constant46" [id=930, type=get_attr]; +"931 quantize_per_channel_default_46" [id=931, type=quantize_per_channel]; +"932 dequantize_per_channel_default_46" [id=932, type=dequantize_per_channel]; +"933 _param_constant141_0_0" [id=933, type=get_attr]; "934 linear_45" [id=934, type=linear]; "935 view_95" [id=935, type=view]; "936 transpose_71" [id=936, type=transpose]; @@ -941,27 +941,27 @@ strict digraph { "939 _param_constant142" [id=939, type=get_attr]; "940 _param_constant143" [id=940, type=get_attr]; "941 layer_norm_23" [id=941, type=layer_norm]; -"942 _param_constant145" [id=942, type=get_attr]; -"943 layer_norm_23_0_0_nncf_smooth_quant_0" [id=943, type=call_module]; -"944 quantize_per_tensor_default_71" [id=944, type=quantize_per_tensor]; -"945 dequantize_per_tensor_default_71" [id=945, type=dequantize_per_tensor]; -"946 linear_46_scale_0" [id=946, type=get_attr]; -"947 linear_46_zero_point_0" [id=947, type=get_attr]; -"948 compressed_weight_updated_constant47" [id=948, type=get_attr]; -"949 quantize_per_channel_default_47" [id=949, type=quantize_per_channel]; -"950 dequantize_per_channel_default_47" [id=950, type=dequantize_per_channel]; +"942 layer_norm_23_0_0_nncf_smooth_quant_0" [id=942, type=call_module]; +"943 quantize_per_tensor_default_71" [id=943, type=quantize_per_tensor]; +"944 dequantize_per_tensor_default_71" [id=944, type=dequantize_per_tensor]; +"945 linear_46_scale_0" [id=945, type=get_attr]; +"946 linear_46_zero_point_0" [id=946, type=get_attr]; +"947 compressed_weight_updated_constant47" [id=947, type=get_attr]; +"948 quantize_per_channel_default_47" [id=948, type=quantize_per_channel]; +"949 dequantize_per_channel_default_47" [id=949, type=dequantize_per_channel]; +"950 _param_constant145_0_0" [id=950, type=get_attr]; "951 linear_46" [id=951, type=linear]; "952 gelu_11" [id=952, type=gelu]; "953 dropout_35" [id=953, type=dropout]; -"954 _param_constant147" [id=954, type=get_attr]; -"955 dropout_35_0_0_nncf_smooth_quant_0" [id=955, type=call_module]; -"956 quantize_per_tensor_default_72" [id=956, type=quantize_per_tensor]; -"957 dequantize_per_tensor_default_72" [id=957, type=dequantize_per_tensor]; -"958 linear_47_scale_0" [id=958, type=get_attr]; -"959 linear_47_zero_point_0" [id=959, type=get_attr]; -"960 compressed_weight_updated_constant48" [id=960, type=get_attr]; -"961 quantize_per_channel_default_48" [id=961, type=quantize_per_channel]; -"962 dequantize_per_channel_default_48" [id=962, type=dequantize_per_channel]; +"954 dropout_35_0_0_nncf_smooth_quant_0" [id=954, type=call_module]; +"955 quantize_per_tensor_default_72" [id=955, type=quantize_per_tensor]; +"956 dequantize_per_tensor_default_72" [id=956, type=dequantize_per_tensor]; +"957 linear_47_scale_0" [id=957, type=get_attr]; +"958 linear_47_zero_point_0" [id=958, type=get_attr]; +"959 compressed_weight_updated_constant48" [id=959, type=get_attr]; +"960 quantize_per_channel_default_48" [id=960, type=quantize_per_channel]; +"961 dequantize_per_channel_default_48" [id=961, type=dequantize_per_channel]; +"962 _param_constant147_0_0" [id=962, type=get_attr]; "963 linear_47" [id=963, type=linear]; "964 dropout_36" [id=964, type=dropout]; "965 add_24" [id=965, type=add]; @@ -970,28 +970,28 @@ strict digraph { "968 layer_norm_24" [id=968, type=layer_norm]; "969 slice_1" [id=969, type=slice]; "970 select_36" [id=970, type=select]; -"971 _param_constant151" [id=971, type=get_attr]; -"972 select_36_0_0_nncf_smooth_quant_0" [id=972, type=call_module]; -"973 quantize_per_tensor_default_73" [id=973, type=quantize_per_tensor]; -"974 dequantize_per_tensor_default_73" [id=974, type=dequantize_per_tensor]; -"975 linear_48_scale_0" [id=975, type=get_attr]; -"976 linear_48_zero_point_0" [id=976, type=get_attr]; -"977 compressed_weight_updated_constant49" [id=977, type=get_attr]; -"978 quantize_per_channel_default_49" [id=978, type=quantize_per_channel]; -"979 dequantize_per_channel_default_49" [id=979, type=dequantize_per_channel]; +"971 select_36_0_0_nncf_smooth_quant_0" [id=971, type=call_module]; +"972 quantize_per_tensor_default_73" [id=972, type=quantize_per_tensor]; +"973 dequantize_per_tensor_default_73" [id=973, type=dequantize_per_tensor]; +"974 linear_48_scale_0" [id=974, type=get_attr]; +"975 linear_48_zero_point_0" [id=975, type=get_attr]; +"976 compressed_weight_updated_constant49" [id=976, type=get_attr]; +"977 quantize_per_channel_default_49" [id=977, type=quantize_per_channel]; +"978 dequantize_per_channel_default_49" [id=978, type=dequantize_per_channel]; +"979 _param_constant151_0_0" [id=979, type=get_attr]; "980 linear_48" [id=980, type=linear]; "981 output" [id=981, type=output]; "0 arg0_1" -> "1 quantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "1 quantize_per_tensor_default" -> "2 dequantize_per_tensor_default" [label="(1, 3, 224, 224)", style=solid]; "2 dequantize_per_tensor_default" -> "9 conv2d" [label="(1, 3, 224, 224)", style=solid]; -"3 _param_constant1" -> "9 conv2d" [label="(768,)", style=solid]; -"4 conv2d_scale_0" -> "7 quantize_per_channel_default" [label="(768,)", style=solid]; -"4 conv2d_scale_0" -> "8 dequantize_per_channel_default" [label="(768,)", style=solid]; -"5 conv2d_zero_point_0" -> "7 quantize_per_channel_default" [label="(768,)", style=solid]; -"5 conv2d_zero_point_0" -> "8 dequantize_per_channel_default" [label="(768,)", style=solid]; -"6 compressed_weight_updated_constant0" -> "7 quantize_per_channel_default" [label="(768, 3, 16, 16)", style=solid]; -"7 quantize_per_channel_default" -> "8 dequantize_per_channel_default" [label="(768, 3, 16, 16)", style=solid]; -"8 dequantize_per_channel_default" -> "9 conv2d" [label="(768, 3, 16, 16)", style=solid]; +"3 conv2d_scale_0" -> "6 quantize_per_channel_default" [label="(768,)", style=solid]; +"3 conv2d_scale_0" -> "7 dequantize_per_channel_default" [label="(768,)", style=solid]; +"4 conv2d_zero_point_0" -> "6 quantize_per_channel_default" [label="(768,)", style=solid]; +"4 conv2d_zero_point_0" -> "7 dequantize_per_channel_default" [label="(768,)", style=solid]; +"5 compressed_weight_updated_constant0" -> "6 quantize_per_channel_default" [label="(768, 3, 16, 16)", style=solid]; +"6 quantize_per_channel_default" -> "7 dequantize_per_channel_default" [label="(768, 3, 16, 16)", style=solid]; +"7 dequantize_per_channel_default" -> "9 conv2d" [label="(768, 3, 16, 16)", style=solid]; +"8 _param_constant1_0_0" -> "9 conv2d" [label="(768,)", style=solid]; "9 conv2d" -> "10 reshape" [label="(1, 768, 14, 14)", style=solid]; "10 reshape" -> "11 permute" [label="(1, 768, 196)", style=solid]; "11 permute" -> "14 cat" [label="(1, 196, 768)", style=solid]; @@ -1005,18 +1005,18 @@ strict digraph { "18 _param_constant4" -> "20 layer_norm" [label="(768,)", style=solid]; "19 _param_constant5" -> "20 layer_norm" [label="(768,)", style=solid]; "20 layer_norm" -> "21 transpose" [label="(1, 197, 768)", style=solid]; -"21 transpose" -> "23 transpose_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"22 _param_constant7" -> "31 linear" [label="(2304,)", style=solid]; -"23 transpose_0_0_nncf_smooth_quant_0" -> "24 quantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; -"24 quantize_per_tensor_default_1" -> "25 dequantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; -"25 dequantize_per_tensor_default_1" -> "31 linear" [label="(197, 1, 768)", style=solid]; -"26 linear_scale_0" -> "29 quantize_per_channel_default_1" [label="(2304,)", style=solid]; -"26 linear_scale_0" -> "30 dequantize_per_channel_default_1" [label="(2304,)", style=solid]; -"27 linear_zero_point_0" -> "29 quantize_per_channel_default_1" [label="(2304,)", style=solid]; -"27 linear_zero_point_0" -> "30 dequantize_per_channel_default_1" [label="(2304,)", style=solid]; -"28 compressed_weight_updated_constant1" -> "29 quantize_per_channel_default_1" [label="(2304, 768)", style=solid]; -"29 quantize_per_channel_default_1" -> "30 dequantize_per_channel_default_1" [label="(2304, 768)", style=solid]; -"30 dequantize_per_channel_default_1" -> "31 linear" [label="(2304, 768)", style=solid]; +"21 transpose" -> "22 transpose_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"22 transpose_0_0_nncf_smooth_quant_0" -> "23 quantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; +"23 quantize_per_tensor_default_1" -> "24 dequantize_per_tensor_default_1" [label="(197, 1, 768)", style=solid]; +"24 dequantize_per_tensor_default_1" -> "31 linear" [label="(197, 1, 768)", style=solid]; +"25 linear_scale_0" -> "28 quantize_per_channel_default_1" [label="(2304,)", style=solid]; +"25 linear_scale_0" -> "29 dequantize_per_channel_default_1" [label="(2304,)", style=solid]; +"26 linear_zero_point_0" -> "28 quantize_per_channel_default_1" [label="(2304,)", style=solid]; +"26 linear_zero_point_0" -> "29 dequantize_per_channel_default_1" [label="(2304,)", style=solid]; +"27 compressed_weight_updated_constant1" -> "28 quantize_per_channel_default_1" [label="(2304, 768)", style=solid]; +"28 quantize_per_channel_default_1" -> "29 dequantize_per_channel_default_1" [label="(2304, 768)", style=solid]; +"29 dequantize_per_channel_default_1" -> "31 linear" [label="(2304, 768)", style=solid]; +"30 _param_constant7_0_0" -> "31 linear" [label="(2304,)", style=solid]; "31 linear" -> "32 unflatten" [label="(197, 1, 2304)", style=solid]; "32 unflatten" -> "33 unsqueeze" [label="(197, 1, 3, 768)", style=solid]; "33 unsqueeze" -> "34 transpose_1" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1043,18 +1043,18 @@ strict digraph { "52 view_5" -> "53 scaled_dot_product_attention" [label="(1, 12, 197, 64)", style=solid]; "53 scaled_dot_product_attention" -> "54 permute_1" [label="(1, 12, 197, 64)", style=solid]; "54 permute_1" -> "55 view_6" [label="(197, 1, 12, 64)", style=solid]; -"55 view_6" -> "57 view_6_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"56 _param_constant9" -> "65 linear_1" [label="(768,)", style=solid]; -"57 view_6_0_0_nncf_smooth_quant_0" -> "58 quantize_per_tensor_default_4" [label="(197, 768)", style=solid]; -"58 quantize_per_tensor_default_4" -> "59 dequantize_per_tensor_default_4" [label="(197, 768)", style=solid]; -"59 dequantize_per_tensor_default_4" -> "65 linear_1" [label="(197, 768)", style=solid]; -"60 linear_1_scale_0" -> "63 quantize_per_channel_default_2" [label="(768,)", style=solid]; -"60 linear_1_scale_0" -> "64 dequantize_per_channel_default_2" [label="(768,)", style=solid]; -"61 linear_1_zero_point_0" -> "63 quantize_per_channel_default_2" [label="(768,)", style=solid]; -"61 linear_1_zero_point_0" -> "64 dequantize_per_channel_default_2" [label="(768,)", style=solid]; -"62 compressed_weight_updated_constant2" -> "63 quantize_per_channel_default_2" [label="(768, 768)", style=solid]; -"63 quantize_per_channel_default_2" -> "64 dequantize_per_channel_default_2" [label="(768, 768)", style=solid]; -"64 dequantize_per_channel_default_2" -> "65 linear_1" [label="(768, 768)", style=solid]; +"55 view_6" -> "56 view_6_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"56 view_6_0_0_nncf_smooth_quant_0" -> "57 quantize_per_tensor_default_4" [label="(197, 768)", style=solid]; +"57 quantize_per_tensor_default_4" -> "58 dequantize_per_tensor_default_4" [label="(197, 768)", style=solid]; +"58 dequantize_per_tensor_default_4" -> "65 linear_1" [label="(197, 768)", style=solid]; +"59 linear_1_scale_0" -> "62 quantize_per_channel_default_2" [label="(768,)", style=solid]; +"59 linear_1_scale_0" -> "63 dequantize_per_channel_default_2" [label="(768,)", style=solid]; +"60 linear_1_zero_point_0" -> "62 quantize_per_channel_default_2" [label="(768,)", style=solid]; +"60 linear_1_zero_point_0" -> "63 dequantize_per_channel_default_2" [label="(768,)", style=solid]; +"61 compressed_weight_updated_constant2" -> "62 quantize_per_channel_default_2" [label="(768, 768)", style=solid]; +"62 quantize_per_channel_default_2" -> "63 dequantize_per_channel_default_2" [label="(768, 768)", style=solid]; +"63 dequantize_per_channel_default_2" -> "65 linear_1" [label="(768, 768)", style=solid]; +"64 _param_constant9_0_0" -> "65 linear_1" [label="(768,)", style=solid]; "65 linear_1" -> "66 view_7" [label="(197, 768)", style=solid]; "66 view_7" -> "67 transpose_5" [label="(197, 1, 768)", style=solid]; "67 transpose_5" -> "68 dropout_1" [label="(1, 197, 768)", style=solid]; @@ -1063,32 +1063,32 @@ strict digraph { "69 add_1" -> "96 add_2" [label="(1, 197, 768)", style=solid]; "70 _param_constant10" -> "72 layer_norm_1" [label="(768,)", style=solid]; "71 _param_constant11" -> "72 layer_norm_1" [label="(768,)", style=solid]; -"72 layer_norm_1" -> "74 layer_norm_1_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"73 _param_constant13" -> "82 linear_2" [label="(3072,)", style=solid]; -"74 layer_norm_1_0_0_nncf_smooth_quant_0" -> "75 quantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"75 quantize_per_tensor_default_5" -> "76 dequantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; -"76 dequantize_per_tensor_default_5" -> "82 linear_2" [label="(1, 197, 768)", style=solid]; -"77 linear_2_scale_0" -> "80 quantize_per_channel_default_3" [label="(3072,)", style=solid]; -"77 linear_2_scale_0" -> "81 dequantize_per_channel_default_3" [label="(3072,)", style=solid]; -"78 linear_2_zero_point_0" -> "80 quantize_per_channel_default_3" [label="(3072,)", style=solid]; -"78 linear_2_zero_point_0" -> "81 dequantize_per_channel_default_3" [label="(3072,)", style=solid]; -"79 compressed_weight_updated_constant3" -> "80 quantize_per_channel_default_3" [label="(3072, 768)", style=solid]; -"80 quantize_per_channel_default_3" -> "81 dequantize_per_channel_default_3" [label="(3072, 768)", style=solid]; -"81 dequantize_per_channel_default_3" -> "82 linear_2" [label="(3072, 768)", style=solid]; +"72 layer_norm_1" -> "73 layer_norm_1_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"73 layer_norm_1_0_0_nncf_smooth_quant_0" -> "74 quantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; +"74 quantize_per_tensor_default_5" -> "75 dequantize_per_tensor_default_5" [label="(1, 197, 768)", style=solid]; +"75 dequantize_per_tensor_default_5" -> "82 linear_2" [label="(1, 197, 768)", style=solid]; +"76 linear_2_scale_0" -> "79 quantize_per_channel_default_3" [label="(3072,)", style=solid]; +"76 linear_2_scale_0" -> "80 dequantize_per_channel_default_3" [label="(3072,)", style=solid]; +"77 linear_2_zero_point_0" -> "79 quantize_per_channel_default_3" [label="(3072,)", style=solid]; +"77 linear_2_zero_point_0" -> "80 dequantize_per_channel_default_3" [label="(3072,)", style=solid]; +"78 compressed_weight_updated_constant3" -> "79 quantize_per_channel_default_3" [label="(3072, 768)", style=solid]; +"79 quantize_per_channel_default_3" -> "80 dequantize_per_channel_default_3" [label="(3072, 768)", style=solid]; +"80 dequantize_per_channel_default_3" -> "82 linear_2" [label="(3072, 768)", style=solid]; +"81 _param_constant13_0_0" -> "82 linear_2" [label="(3072,)", style=solid]; "82 linear_2" -> "83 gelu" [label="(1, 197, 3072)", style=solid]; "83 gelu" -> "84 dropout_2" [label="(1, 197, 3072)", style=solid]; -"84 dropout_2" -> "86 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"85 _param_constant15" -> "94 linear_3" [label="(768,)", style=solid]; -"86 dropout_2_0_0_nncf_smooth_quant_0" -> "87 quantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"87 quantize_per_tensor_default_6" -> "88 dequantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; -"88 dequantize_per_tensor_default_6" -> "94 linear_3" [label="(1, 197, 3072)", style=solid]; -"89 linear_3_scale_0" -> "92 quantize_per_channel_default_4" [label="(768,)", style=solid]; -"89 linear_3_scale_0" -> "93 dequantize_per_channel_default_4" [label="(768,)", style=solid]; -"90 linear_3_zero_point_0" -> "92 quantize_per_channel_default_4" [label="(768,)", style=solid]; -"90 linear_3_zero_point_0" -> "93 dequantize_per_channel_default_4" [label="(768,)", style=solid]; -"91 compressed_weight_updated_constant4" -> "92 quantize_per_channel_default_4" [label="(768, 3072)", style=solid]; -"92 quantize_per_channel_default_4" -> "93 dequantize_per_channel_default_4" [label="(768, 3072)", style=solid]; -"93 dequantize_per_channel_default_4" -> "94 linear_3" [label="(768, 3072)", style=solid]; +"84 dropout_2" -> "85 dropout_2_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"85 dropout_2_0_0_nncf_smooth_quant_0" -> "86 quantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; +"86 quantize_per_tensor_default_6" -> "87 dequantize_per_tensor_default_6" [label="(1, 197, 3072)", style=solid]; +"87 dequantize_per_tensor_default_6" -> "94 linear_3" [label="(1, 197, 3072)", style=solid]; +"88 linear_3_scale_0" -> "91 quantize_per_channel_default_4" [label="(768,)", style=solid]; +"88 linear_3_scale_0" -> "92 dequantize_per_channel_default_4" [label="(768,)", style=solid]; +"89 linear_3_zero_point_0" -> "91 quantize_per_channel_default_4" [label="(768,)", style=solid]; +"89 linear_3_zero_point_0" -> "92 dequantize_per_channel_default_4" [label="(768,)", style=solid]; +"90 compressed_weight_updated_constant4" -> "91 quantize_per_channel_default_4" [label="(768, 3072)", style=solid]; +"91 quantize_per_channel_default_4" -> "92 dequantize_per_channel_default_4" [label="(768, 3072)", style=solid]; +"92 dequantize_per_channel_default_4" -> "94 linear_3" [label="(768, 3072)", style=solid]; +"93 _param_constant15_0_0" -> "94 linear_3" [label="(768,)", style=solid]; "94 linear_3" -> "95 dropout_3" [label="(1, 197, 768)", style=solid]; "95 dropout_3" -> "96 add_2" [label="(1, 197, 768)", style=solid]; "96 add_2" -> "99 layer_norm_2" [label="(1, 197, 768)", style=solid]; @@ -1096,18 +1096,18 @@ strict digraph { "97 _param_constant16" -> "99 layer_norm_2" [label="(768,)", style=solid]; "98 _param_constant17" -> "99 layer_norm_2" [label="(768,)", style=solid]; "99 layer_norm_2" -> "100 transpose_6" [label="(1, 197, 768)", style=solid]; -"100 transpose_6" -> "102 transpose_6_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"101 _param_constant19" -> "110 linear_4" [label="(2304,)", style=solid]; -"102 transpose_6_0_0_nncf_smooth_quant_0" -> "103 quantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; -"103 quantize_per_tensor_default_7" -> "104 dequantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; -"104 dequantize_per_tensor_default_7" -> "110 linear_4" [label="(197, 1, 768)", style=solid]; -"105 linear_4_scale_0" -> "108 quantize_per_channel_default_5" [label="(2304,)", style=solid]; -"105 linear_4_scale_0" -> "109 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; -"106 linear_4_zero_point_0" -> "108 quantize_per_channel_default_5" [label="(2304,)", style=solid]; -"106 linear_4_zero_point_0" -> "109 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; -"107 compressed_weight_updated_constant5" -> "108 quantize_per_channel_default_5" [label="(2304, 768)", style=solid]; -"108 quantize_per_channel_default_5" -> "109 dequantize_per_channel_default_5" [label="(2304, 768)", style=solid]; -"109 dequantize_per_channel_default_5" -> "110 linear_4" [label="(2304, 768)", style=solid]; +"100 transpose_6" -> "101 transpose_6_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"101 transpose_6_0_0_nncf_smooth_quant_0" -> "102 quantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; +"102 quantize_per_tensor_default_7" -> "103 dequantize_per_tensor_default_7" [label="(197, 1, 768)", style=solid]; +"103 dequantize_per_tensor_default_7" -> "110 linear_4" [label="(197, 1, 768)", style=solid]; +"104 linear_4_scale_0" -> "107 quantize_per_channel_default_5" [label="(2304,)", style=solid]; +"104 linear_4_scale_0" -> "108 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; +"105 linear_4_zero_point_0" -> "107 quantize_per_channel_default_5" [label="(2304,)", style=solid]; +"105 linear_4_zero_point_0" -> "108 dequantize_per_channel_default_5" [label="(2304,)", style=solid]; +"106 compressed_weight_updated_constant5" -> "107 quantize_per_channel_default_5" [label="(2304, 768)", style=solid]; +"107 quantize_per_channel_default_5" -> "108 dequantize_per_channel_default_5" [label="(2304, 768)", style=solid]; +"108 dequantize_per_channel_default_5" -> "110 linear_4" [label="(2304, 768)", style=solid]; +"109 _param_constant19_0_0" -> "110 linear_4" [label="(2304,)", style=solid]; "110 linear_4" -> "111 unflatten_1" [label="(197, 1, 2304)", style=solid]; "111 unflatten_1" -> "112 unsqueeze_1" [label="(197, 1, 3, 768)", style=solid]; "112 unsqueeze_1" -> "113 transpose_7" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1134,18 +1134,18 @@ strict digraph { "131 view_13" -> "132 scaled_dot_product_attention_1" [label="(1, 12, 197, 64)", style=solid]; "132 scaled_dot_product_attention_1" -> "133 permute_2" [label="(1, 12, 197, 64)", style=solid]; "133 permute_2" -> "134 view_14" [label="(197, 1, 12, 64)", style=solid]; -"134 view_14" -> "136 view_14_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"135 _param_constant21" -> "144 linear_5" [label="(768,)", style=solid]; -"136 view_14_0_0_nncf_smooth_quant_0" -> "137 quantize_per_tensor_default_10" [label="(197, 768)", style=solid]; -"137 quantize_per_tensor_default_10" -> "138 dequantize_per_tensor_default_10" [label="(197, 768)", style=solid]; -"138 dequantize_per_tensor_default_10" -> "144 linear_5" [label="(197, 768)", style=solid]; -"139 linear_5_scale_0" -> "142 quantize_per_channel_default_6" [label="(768,)", style=solid]; -"139 linear_5_scale_0" -> "143 dequantize_per_channel_default_6" [label="(768,)", style=solid]; -"140 linear_5_zero_point_0" -> "142 quantize_per_channel_default_6" [label="(768,)", style=solid]; -"140 linear_5_zero_point_0" -> "143 dequantize_per_channel_default_6" [label="(768,)", style=solid]; -"141 compressed_weight_updated_constant6" -> "142 quantize_per_channel_default_6" [label="(768, 768)", style=solid]; -"142 quantize_per_channel_default_6" -> "143 dequantize_per_channel_default_6" [label="(768, 768)", style=solid]; -"143 dequantize_per_channel_default_6" -> "144 linear_5" [label="(768, 768)", style=solid]; +"134 view_14" -> "135 view_14_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"135 view_14_0_0_nncf_smooth_quant_0" -> "136 quantize_per_tensor_default_10" [label="(197, 768)", style=solid]; +"136 quantize_per_tensor_default_10" -> "137 dequantize_per_tensor_default_10" [label="(197, 768)", style=solid]; +"137 dequantize_per_tensor_default_10" -> "144 linear_5" [label="(197, 768)", style=solid]; +"138 linear_5_scale_0" -> "141 quantize_per_channel_default_6" [label="(768,)", style=solid]; +"138 linear_5_scale_0" -> "142 dequantize_per_channel_default_6" [label="(768,)", style=solid]; +"139 linear_5_zero_point_0" -> "141 quantize_per_channel_default_6" [label="(768,)", style=solid]; +"139 linear_5_zero_point_0" -> "142 dequantize_per_channel_default_6" [label="(768,)", style=solid]; +"140 compressed_weight_updated_constant6" -> "141 quantize_per_channel_default_6" [label="(768, 768)", style=solid]; +"141 quantize_per_channel_default_6" -> "142 dequantize_per_channel_default_6" [label="(768, 768)", style=solid]; +"142 dequantize_per_channel_default_6" -> "144 linear_5" [label="(768, 768)", style=solid]; +"143 _param_constant21_0_0" -> "144 linear_5" [label="(768,)", style=solid]; "144 linear_5" -> "145 view_15" [label="(197, 768)", style=solid]; "145 view_15" -> "146 transpose_11" [label="(197, 1, 768)", style=solid]; "146 transpose_11" -> "147 dropout_4" [label="(1, 197, 768)", style=solid]; @@ -1154,32 +1154,32 @@ strict digraph { "148 add_3" -> "175 add_4" [label="(1, 197, 768)", style=solid]; "149 _param_constant22" -> "151 layer_norm_3" [label="(768,)", style=solid]; "150 _param_constant23" -> "151 layer_norm_3" [label="(768,)", style=solid]; -"151 layer_norm_3" -> "153 layer_norm_3_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"152 _param_constant25" -> "161 linear_6" [label="(3072,)", style=solid]; -"153 layer_norm_3_0_0_nncf_smooth_quant_0" -> "154 quantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"154 quantize_per_tensor_default_11" -> "155 dequantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; -"155 dequantize_per_tensor_default_11" -> "161 linear_6" [label="(1, 197, 768)", style=solid]; -"156 linear_6_scale_0" -> "159 quantize_per_channel_default_7" [label="(3072,)", style=solid]; -"156 linear_6_scale_0" -> "160 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; -"157 linear_6_zero_point_0" -> "159 quantize_per_channel_default_7" [label="(3072,)", style=solid]; -"157 linear_6_zero_point_0" -> "160 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; -"158 compressed_weight_updated_constant7" -> "159 quantize_per_channel_default_7" [label="(3072, 768)", style=solid]; -"159 quantize_per_channel_default_7" -> "160 dequantize_per_channel_default_7" [label="(3072, 768)", style=solid]; -"160 dequantize_per_channel_default_7" -> "161 linear_6" [label="(3072, 768)", style=solid]; +"151 layer_norm_3" -> "152 layer_norm_3_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"152 layer_norm_3_0_0_nncf_smooth_quant_0" -> "153 quantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; +"153 quantize_per_tensor_default_11" -> "154 dequantize_per_tensor_default_11" [label="(1, 197, 768)", style=solid]; +"154 dequantize_per_tensor_default_11" -> "161 linear_6" [label="(1, 197, 768)", style=solid]; +"155 linear_6_scale_0" -> "158 quantize_per_channel_default_7" [label="(3072,)", style=solid]; +"155 linear_6_scale_0" -> "159 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; +"156 linear_6_zero_point_0" -> "158 quantize_per_channel_default_7" [label="(3072,)", style=solid]; +"156 linear_6_zero_point_0" -> "159 dequantize_per_channel_default_7" [label="(3072,)", style=solid]; +"157 compressed_weight_updated_constant7" -> "158 quantize_per_channel_default_7" [label="(3072, 768)", style=solid]; +"158 quantize_per_channel_default_7" -> "159 dequantize_per_channel_default_7" [label="(3072, 768)", style=solid]; +"159 dequantize_per_channel_default_7" -> "161 linear_6" [label="(3072, 768)", style=solid]; +"160 _param_constant25_0_0" -> "161 linear_6" [label="(3072,)", style=solid]; "161 linear_6" -> "162 gelu_1" [label="(1, 197, 3072)", style=solid]; "162 gelu_1" -> "163 dropout_5" [label="(1, 197, 3072)", style=solid]; -"163 dropout_5" -> "165 dropout_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"164 _param_constant27" -> "173 linear_7" [label="(768,)", style=solid]; -"165 dropout_5_0_0_nncf_smooth_quant_0" -> "166 quantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"166 quantize_per_tensor_default_12" -> "167 dequantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; -"167 dequantize_per_tensor_default_12" -> "173 linear_7" [label="(1, 197, 3072)", style=solid]; -"168 linear_7_scale_0" -> "171 quantize_per_channel_default_8" [label="(768,)", style=solid]; -"168 linear_7_scale_0" -> "172 dequantize_per_channel_default_8" [label="(768,)", style=solid]; -"169 linear_7_zero_point_0" -> "171 quantize_per_channel_default_8" [label="(768,)", style=solid]; -"169 linear_7_zero_point_0" -> "172 dequantize_per_channel_default_8" [label="(768,)", style=solid]; -"170 compressed_weight_updated_constant8" -> "171 quantize_per_channel_default_8" [label="(768, 3072)", style=solid]; -"171 quantize_per_channel_default_8" -> "172 dequantize_per_channel_default_8" [label="(768, 3072)", style=solid]; -"172 dequantize_per_channel_default_8" -> "173 linear_7" [label="(768, 3072)", style=solid]; +"163 dropout_5" -> "164 dropout_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"164 dropout_5_0_0_nncf_smooth_quant_0" -> "165 quantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; +"165 quantize_per_tensor_default_12" -> "166 dequantize_per_tensor_default_12" [label="(1, 197, 3072)", style=solid]; +"166 dequantize_per_tensor_default_12" -> "173 linear_7" [label="(1, 197, 3072)", style=solid]; +"167 linear_7_scale_0" -> "170 quantize_per_channel_default_8" [label="(768,)", style=solid]; +"167 linear_7_scale_0" -> "171 dequantize_per_channel_default_8" [label="(768,)", style=solid]; +"168 linear_7_zero_point_0" -> "170 quantize_per_channel_default_8" [label="(768,)", style=solid]; +"168 linear_7_zero_point_0" -> "171 dequantize_per_channel_default_8" [label="(768,)", style=solid]; +"169 compressed_weight_updated_constant8" -> "170 quantize_per_channel_default_8" [label="(768, 3072)", style=solid]; +"170 quantize_per_channel_default_8" -> "171 dequantize_per_channel_default_8" [label="(768, 3072)", style=solid]; +"171 dequantize_per_channel_default_8" -> "173 linear_7" [label="(768, 3072)", style=solid]; +"172 _param_constant27_0_0" -> "173 linear_7" [label="(768,)", style=solid]; "173 linear_7" -> "174 dropout_6" [label="(1, 197, 768)", style=solid]; "174 dropout_6" -> "175 add_4" [label="(1, 197, 768)", style=solid]; "175 add_4" -> "178 layer_norm_4" [label="(1, 197, 768)", style=solid]; @@ -1187,18 +1187,18 @@ strict digraph { "176 _param_constant28" -> "178 layer_norm_4" [label="(768,)", style=solid]; "177 _param_constant29" -> "178 layer_norm_4" [label="(768,)", style=solid]; "178 layer_norm_4" -> "179 transpose_12" [label="(1, 197, 768)", style=solid]; -"179 transpose_12" -> "181 transpose_12_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"180 _param_constant31" -> "189 linear_8" [label="(2304,)", style=solid]; -"181 transpose_12_0_0_nncf_smooth_quant_0" -> "182 quantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; -"182 quantize_per_tensor_default_13" -> "183 dequantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; -"183 dequantize_per_tensor_default_13" -> "189 linear_8" [label="(197, 1, 768)", style=solid]; -"184 linear_8_scale_0" -> "187 quantize_per_channel_default_9" [label="(2304,)", style=solid]; -"184 linear_8_scale_0" -> "188 dequantize_per_channel_default_9" [label="(2304,)", style=solid]; -"185 linear_8_zero_point_0" -> "187 quantize_per_channel_default_9" [label="(2304,)", style=solid]; -"185 linear_8_zero_point_0" -> "188 dequantize_per_channel_default_9" [label="(2304,)", style=solid]; -"186 compressed_weight_updated_constant9" -> "187 quantize_per_channel_default_9" [label="(2304, 768)", style=solid]; -"187 quantize_per_channel_default_9" -> "188 dequantize_per_channel_default_9" [label="(2304, 768)", style=solid]; -"188 dequantize_per_channel_default_9" -> "189 linear_8" [label="(2304, 768)", style=solid]; +"179 transpose_12" -> "180 transpose_12_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"180 transpose_12_0_0_nncf_smooth_quant_0" -> "181 quantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; +"181 quantize_per_tensor_default_13" -> "182 dequantize_per_tensor_default_13" [label="(197, 1, 768)", style=solid]; +"182 dequantize_per_tensor_default_13" -> "189 linear_8" [label="(197, 1, 768)", style=solid]; +"183 linear_8_scale_0" -> "186 quantize_per_channel_default_9" [label="(2304,)", style=solid]; +"183 linear_8_scale_0" -> "187 dequantize_per_channel_default_9" [label="(2304,)", style=solid]; +"184 linear_8_zero_point_0" -> "186 quantize_per_channel_default_9" [label="(2304,)", style=solid]; +"184 linear_8_zero_point_0" -> "187 dequantize_per_channel_default_9" [label="(2304,)", style=solid]; +"185 compressed_weight_updated_constant9" -> "186 quantize_per_channel_default_9" [label="(2304, 768)", style=solid]; +"186 quantize_per_channel_default_9" -> "187 dequantize_per_channel_default_9" [label="(2304, 768)", style=solid]; +"187 dequantize_per_channel_default_9" -> "189 linear_8" [label="(2304, 768)", style=solid]; +"188 _param_constant31_0_0" -> "189 linear_8" [label="(2304,)", style=solid]; "189 linear_8" -> "190 unflatten_2" [label="(197, 1, 2304)", style=solid]; "190 unflatten_2" -> "191 unsqueeze_2" [label="(197, 1, 3, 768)", style=solid]; "191 unsqueeze_2" -> "192 transpose_13" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1225,18 +1225,18 @@ strict digraph { "210 view_21" -> "211 scaled_dot_product_attention_2" [label="(1, 12, 197, 64)", style=solid]; "211 scaled_dot_product_attention_2" -> "212 permute_3" [label="(1, 12, 197, 64)", style=solid]; "212 permute_3" -> "213 view_22" [label="(197, 1, 12, 64)", style=solid]; -"213 view_22" -> "215 view_22_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"214 _param_constant33" -> "223 linear_9" [label="(768,)", style=solid]; -"215 view_22_0_0_nncf_smooth_quant_0" -> "216 quantize_per_tensor_default_16" [label="(197, 768)", style=solid]; -"216 quantize_per_tensor_default_16" -> "217 dequantize_per_tensor_default_16" [label="(197, 768)", style=solid]; -"217 dequantize_per_tensor_default_16" -> "223 linear_9" [label="(197, 768)", style=solid]; -"218 linear_9_scale_0" -> "221 quantize_per_channel_default_10" [label="(768,)", style=solid]; -"218 linear_9_scale_0" -> "222 dequantize_per_channel_default_10" [label="(768,)", style=solid]; -"219 linear_9_zero_point_0" -> "221 quantize_per_channel_default_10" [label="(768,)", style=solid]; -"219 linear_9_zero_point_0" -> "222 dequantize_per_channel_default_10" [label="(768,)", style=solid]; -"220 compressed_weight_updated_constant10" -> "221 quantize_per_channel_default_10" [label="(768, 768)", style=solid]; -"221 quantize_per_channel_default_10" -> "222 dequantize_per_channel_default_10" [label="(768, 768)", style=solid]; -"222 dequantize_per_channel_default_10" -> "223 linear_9" [label="(768, 768)", style=solid]; +"213 view_22" -> "214 view_22_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"214 view_22_0_0_nncf_smooth_quant_0" -> "215 quantize_per_tensor_default_16" [label="(197, 768)", style=solid]; +"215 quantize_per_tensor_default_16" -> "216 dequantize_per_tensor_default_16" [label="(197, 768)", style=solid]; +"216 dequantize_per_tensor_default_16" -> "223 linear_9" [label="(197, 768)", style=solid]; +"217 linear_9_scale_0" -> "220 quantize_per_channel_default_10" [label="(768,)", style=solid]; +"217 linear_9_scale_0" -> "221 dequantize_per_channel_default_10" [label="(768,)", style=solid]; +"218 linear_9_zero_point_0" -> "220 quantize_per_channel_default_10" [label="(768,)", style=solid]; +"218 linear_9_zero_point_0" -> "221 dequantize_per_channel_default_10" [label="(768,)", style=solid]; +"219 compressed_weight_updated_constant10" -> "220 quantize_per_channel_default_10" [label="(768, 768)", style=solid]; +"220 quantize_per_channel_default_10" -> "221 dequantize_per_channel_default_10" [label="(768, 768)", style=solid]; +"221 dequantize_per_channel_default_10" -> "223 linear_9" [label="(768, 768)", style=solid]; +"222 _param_constant33_0_0" -> "223 linear_9" [label="(768,)", style=solid]; "223 linear_9" -> "224 view_23" [label="(197, 768)", style=solid]; "224 view_23" -> "225 transpose_17" [label="(197, 1, 768)", style=solid]; "225 transpose_17" -> "226 dropout_7" [label="(1, 197, 768)", style=solid]; @@ -1245,32 +1245,32 @@ strict digraph { "227 add_5" -> "254 add_6" [label="(1, 197, 768)", style=solid]; "228 _param_constant34" -> "230 layer_norm_5" [label="(768,)", style=solid]; "229 _param_constant35" -> "230 layer_norm_5" [label="(768,)", style=solid]; -"230 layer_norm_5" -> "232 layer_norm_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"231 _param_constant37" -> "240 linear_10" [label="(3072,)", style=solid]; -"232 layer_norm_5_0_0_nncf_smooth_quant_0" -> "233 quantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; -"233 quantize_per_tensor_default_17" -> "234 dequantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; -"234 dequantize_per_tensor_default_17" -> "240 linear_10" [label="(1, 197, 768)", style=solid]; -"235 linear_10_scale_0" -> "238 quantize_per_channel_default_11" [label="(3072,)", style=solid]; -"235 linear_10_scale_0" -> "239 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; -"236 linear_10_zero_point_0" -> "238 quantize_per_channel_default_11" [label="(3072,)", style=solid]; -"236 linear_10_zero_point_0" -> "239 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; -"237 compressed_weight_updated_constant11" -> "238 quantize_per_channel_default_11" [label="(3072, 768)", style=solid]; -"238 quantize_per_channel_default_11" -> "239 dequantize_per_channel_default_11" [label="(3072, 768)", style=solid]; -"239 dequantize_per_channel_default_11" -> "240 linear_10" [label="(3072, 768)", style=solid]; +"230 layer_norm_5" -> "231 layer_norm_5_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"231 layer_norm_5_0_0_nncf_smooth_quant_0" -> "232 quantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; +"232 quantize_per_tensor_default_17" -> "233 dequantize_per_tensor_default_17" [label="(1, 197, 768)", style=solid]; +"233 dequantize_per_tensor_default_17" -> "240 linear_10" [label="(1, 197, 768)", style=solid]; +"234 linear_10_scale_0" -> "237 quantize_per_channel_default_11" [label="(3072,)", style=solid]; +"234 linear_10_scale_0" -> "238 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; +"235 linear_10_zero_point_0" -> "237 quantize_per_channel_default_11" [label="(3072,)", style=solid]; +"235 linear_10_zero_point_0" -> "238 dequantize_per_channel_default_11" [label="(3072,)", style=solid]; +"236 compressed_weight_updated_constant11" -> "237 quantize_per_channel_default_11" [label="(3072, 768)", style=solid]; +"237 quantize_per_channel_default_11" -> "238 dequantize_per_channel_default_11" [label="(3072, 768)", style=solid]; +"238 dequantize_per_channel_default_11" -> "240 linear_10" [label="(3072, 768)", style=solid]; +"239 _param_constant37_0_0" -> "240 linear_10" [label="(3072,)", style=solid]; "240 linear_10" -> "241 gelu_2" [label="(1, 197, 3072)", style=solid]; "241 gelu_2" -> "242 dropout_8" [label="(1, 197, 3072)", style=solid]; -"242 dropout_8" -> "244 dropout_8_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"243 _param_constant39" -> "252 linear_11" [label="(768,)", style=solid]; -"244 dropout_8_0_0_nncf_smooth_quant_0" -> "245 quantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; -"245 quantize_per_tensor_default_18" -> "246 dequantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; -"246 dequantize_per_tensor_default_18" -> "252 linear_11" [label="(1, 197, 3072)", style=solid]; -"247 linear_11_scale_0" -> "250 quantize_per_channel_default_12" [label="(768,)", style=solid]; -"247 linear_11_scale_0" -> "251 dequantize_per_channel_default_12" [label="(768,)", style=solid]; -"248 linear_11_zero_point_0" -> "250 quantize_per_channel_default_12" [label="(768,)", style=solid]; -"248 linear_11_zero_point_0" -> "251 dequantize_per_channel_default_12" [label="(768,)", style=solid]; -"249 compressed_weight_updated_constant12" -> "250 quantize_per_channel_default_12" [label="(768, 3072)", style=solid]; -"250 quantize_per_channel_default_12" -> "251 dequantize_per_channel_default_12" [label="(768, 3072)", style=solid]; -"251 dequantize_per_channel_default_12" -> "252 linear_11" [label="(768, 3072)", style=solid]; +"242 dropout_8" -> "243 dropout_8_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"243 dropout_8_0_0_nncf_smooth_quant_0" -> "244 quantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; +"244 quantize_per_tensor_default_18" -> "245 dequantize_per_tensor_default_18" [label="(1, 197, 3072)", style=solid]; +"245 dequantize_per_tensor_default_18" -> "252 linear_11" [label="(1, 197, 3072)", style=solid]; +"246 linear_11_scale_0" -> "249 quantize_per_channel_default_12" [label="(768,)", style=solid]; +"246 linear_11_scale_0" -> "250 dequantize_per_channel_default_12" [label="(768,)", style=solid]; +"247 linear_11_zero_point_0" -> "249 quantize_per_channel_default_12" [label="(768,)", style=solid]; +"247 linear_11_zero_point_0" -> "250 dequantize_per_channel_default_12" [label="(768,)", style=solid]; +"248 compressed_weight_updated_constant12" -> "249 quantize_per_channel_default_12" [label="(768, 3072)", style=solid]; +"249 quantize_per_channel_default_12" -> "250 dequantize_per_channel_default_12" [label="(768, 3072)", style=solid]; +"250 dequantize_per_channel_default_12" -> "252 linear_11" [label="(768, 3072)", style=solid]; +"251 _param_constant39_0_0" -> "252 linear_11" [label="(768,)", style=solid]; "252 linear_11" -> "253 dropout_9" [label="(1, 197, 768)", style=solid]; "253 dropout_9" -> "254 add_6" [label="(1, 197, 768)", style=solid]; "254 add_6" -> "257 layer_norm_6" [label="(1, 197, 768)", style=solid]; @@ -1278,18 +1278,18 @@ strict digraph { "255 _param_constant40" -> "257 layer_norm_6" [label="(768,)", style=solid]; "256 _param_constant41" -> "257 layer_norm_6" [label="(768,)", style=solid]; "257 layer_norm_6" -> "258 transpose_18" [label="(1, 197, 768)", style=solid]; -"258 transpose_18" -> "260 transpose_18_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"259 _param_constant43" -> "268 linear_12" [label="(2304,)", style=solid]; -"260 transpose_18_0_0_nncf_smooth_quant_0" -> "261 quantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; -"261 quantize_per_tensor_default_19" -> "262 dequantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; -"262 dequantize_per_tensor_default_19" -> "268 linear_12" [label="(197, 1, 768)", style=solid]; -"263 linear_12_scale_0" -> "266 quantize_per_channel_default_13" [label="(2304,)", style=solid]; -"263 linear_12_scale_0" -> "267 dequantize_per_channel_default_13" [label="(2304,)", style=solid]; -"264 linear_12_zero_point_0" -> "266 quantize_per_channel_default_13" [label="(2304,)", style=solid]; -"264 linear_12_zero_point_0" -> "267 dequantize_per_channel_default_13" [label="(2304,)", style=solid]; -"265 compressed_weight_updated_constant13" -> "266 quantize_per_channel_default_13" [label="(2304, 768)", style=solid]; -"266 quantize_per_channel_default_13" -> "267 dequantize_per_channel_default_13" [label="(2304, 768)", style=solid]; -"267 dequantize_per_channel_default_13" -> "268 linear_12" [label="(2304, 768)", style=solid]; +"258 transpose_18" -> "259 transpose_18_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"259 transpose_18_0_0_nncf_smooth_quant_0" -> "260 quantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; +"260 quantize_per_tensor_default_19" -> "261 dequantize_per_tensor_default_19" [label="(197, 1, 768)", style=solid]; +"261 dequantize_per_tensor_default_19" -> "268 linear_12" [label="(197, 1, 768)", style=solid]; +"262 linear_12_scale_0" -> "265 quantize_per_channel_default_13" [label="(2304,)", style=solid]; +"262 linear_12_scale_0" -> "266 dequantize_per_channel_default_13" [label="(2304,)", style=solid]; +"263 linear_12_zero_point_0" -> "265 quantize_per_channel_default_13" [label="(2304,)", style=solid]; +"263 linear_12_zero_point_0" -> "266 dequantize_per_channel_default_13" [label="(2304,)", style=solid]; +"264 compressed_weight_updated_constant13" -> "265 quantize_per_channel_default_13" [label="(2304, 768)", style=solid]; +"265 quantize_per_channel_default_13" -> "266 dequantize_per_channel_default_13" [label="(2304, 768)", style=solid]; +"266 dequantize_per_channel_default_13" -> "268 linear_12" [label="(2304, 768)", style=solid]; +"267 _param_constant43_0_0" -> "268 linear_12" [label="(2304,)", style=solid]; "268 linear_12" -> "269 unflatten_3" [label="(197, 1, 2304)", style=solid]; "269 unflatten_3" -> "270 unsqueeze_3" [label="(197, 1, 3, 768)", style=solid]; "270 unsqueeze_3" -> "271 transpose_19" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1316,18 +1316,18 @@ strict digraph { "289 view_29" -> "290 scaled_dot_product_attention_3" [label="(1, 12, 197, 64)", style=solid]; "290 scaled_dot_product_attention_3" -> "291 permute_4" [label="(1, 12, 197, 64)", style=solid]; "291 permute_4" -> "292 view_30" [label="(197, 1, 12, 64)", style=solid]; -"292 view_30" -> "294 view_30_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"293 _param_constant45" -> "302 linear_13" [label="(768,)", style=solid]; -"294 view_30_0_0_nncf_smooth_quant_0" -> "295 quantize_per_tensor_default_22" [label="(197, 768)", style=solid]; -"295 quantize_per_tensor_default_22" -> "296 dequantize_per_tensor_default_22" [label="(197, 768)", style=solid]; -"296 dequantize_per_tensor_default_22" -> "302 linear_13" [label="(197, 768)", style=solid]; -"297 linear_13_scale_0" -> "300 quantize_per_channel_default_14" [label="(768,)", style=solid]; -"297 linear_13_scale_0" -> "301 dequantize_per_channel_default_14" [label="(768,)", style=solid]; -"298 linear_13_zero_point_0" -> "300 quantize_per_channel_default_14" [label="(768,)", style=solid]; -"298 linear_13_zero_point_0" -> "301 dequantize_per_channel_default_14" [label="(768,)", style=solid]; -"299 compressed_weight_updated_constant14" -> "300 quantize_per_channel_default_14" [label="(768, 768)", style=solid]; -"300 quantize_per_channel_default_14" -> "301 dequantize_per_channel_default_14" [label="(768, 768)", style=solid]; -"301 dequantize_per_channel_default_14" -> "302 linear_13" [label="(768, 768)", style=solid]; +"292 view_30" -> "293 view_30_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"293 view_30_0_0_nncf_smooth_quant_0" -> "294 quantize_per_tensor_default_22" [label="(197, 768)", style=solid]; +"294 quantize_per_tensor_default_22" -> "295 dequantize_per_tensor_default_22" [label="(197, 768)", style=solid]; +"295 dequantize_per_tensor_default_22" -> "302 linear_13" [label="(197, 768)", style=solid]; +"296 linear_13_scale_0" -> "299 quantize_per_channel_default_14" [label="(768,)", style=solid]; +"296 linear_13_scale_0" -> "300 dequantize_per_channel_default_14" [label="(768,)", style=solid]; +"297 linear_13_zero_point_0" -> "299 quantize_per_channel_default_14" [label="(768,)", style=solid]; +"297 linear_13_zero_point_0" -> "300 dequantize_per_channel_default_14" [label="(768,)", style=solid]; +"298 compressed_weight_updated_constant14" -> "299 quantize_per_channel_default_14" [label="(768, 768)", style=solid]; +"299 quantize_per_channel_default_14" -> "300 dequantize_per_channel_default_14" [label="(768, 768)", style=solid]; +"300 dequantize_per_channel_default_14" -> "302 linear_13" [label="(768, 768)", style=solid]; +"301 _param_constant45_0_0" -> "302 linear_13" [label="(768,)", style=solid]; "302 linear_13" -> "303 view_31" [label="(197, 768)", style=solid]; "303 view_31" -> "304 transpose_23" [label="(197, 1, 768)", style=solid]; "304 transpose_23" -> "305 dropout_10" [label="(1, 197, 768)", style=solid]; @@ -1336,32 +1336,32 @@ strict digraph { "306 add_7" -> "333 add_8" [label="(1, 197, 768)", style=solid]; "307 _param_constant46" -> "309 layer_norm_7" [label="(768,)", style=solid]; "308 _param_constant47" -> "309 layer_norm_7" [label="(768,)", style=solid]; -"309 layer_norm_7" -> "311 layer_norm_7_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"310 _param_constant49" -> "319 linear_14" [label="(3072,)", style=solid]; -"311 layer_norm_7_0_0_nncf_smooth_quant_0" -> "312 quantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; -"312 quantize_per_tensor_default_23" -> "313 dequantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; -"313 dequantize_per_tensor_default_23" -> "319 linear_14" [label="(1, 197, 768)", style=solid]; -"314 linear_14_scale_0" -> "317 quantize_per_channel_default_15" [label="(3072,)", style=solid]; -"314 linear_14_scale_0" -> "318 dequantize_per_channel_default_15" [label="(3072,)", style=solid]; -"315 linear_14_zero_point_0" -> "317 quantize_per_channel_default_15" [label="(3072,)", style=solid]; -"315 linear_14_zero_point_0" -> "318 dequantize_per_channel_default_15" [label="(3072,)", style=solid]; -"316 compressed_weight_updated_constant15" -> "317 quantize_per_channel_default_15" [label="(3072, 768)", style=solid]; -"317 quantize_per_channel_default_15" -> "318 dequantize_per_channel_default_15" [label="(3072, 768)", style=solid]; -"318 dequantize_per_channel_default_15" -> "319 linear_14" [label="(3072, 768)", style=solid]; +"309 layer_norm_7" -> "310 layer_norm_7_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"310 layer_norm_7_0_0_nncf_smooth_quant_0" -> "311 quantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; +"311 quantize_per_tensor_default_23" -> "312 dequantize_per_tensor_default_23" [label="(1, 197, 768)", style=solid]; +"312 dequantize_per_tensor_default_23" -> "319 linear_14" [label="(1, 197, 768)", style=solid]; +"313 linear_14_scale_0" -> "316 quantize_per_channel_default_15" [label="(3072,)", style=solid]; +"313 linear_14_scale_0" -> "317 dequantize_per_channel_default_15" [label="(3072,)", style=solid]; +"314 linear_14_zero_point_0" -> "316 quantize_per_channel_default_15" [label="(3072,)", style=solid]; +"314 linear_14_zero_point_0" -> "317 dequantize_per_channel_default_15" [label="(3072,)", style=solid]; +"315 compressed_weight_updated_constant15" -> "316 quantize_per_channel_default_15" [label="(3072, 768)", style=solid]; +"316 quantize_per_channel_default_15" -> "317 dequantize_per_channel_default_15" [label="(3072, 768)", style=solid]; +"317 dequantize_per_channel_default_15" -> "319 linear_14" [label="(3072, 768)", style=solid]; +"318 _param_constant49_0_0" -> "319 linear_14" [label="(3072,)", style=solid]; "319 linear_14" -> "320 gelu_3" [label="(1, 197, 3072)", style=solid]; "320 gelu_3" -> "321 dropout_11" [label="(1, 197, 3072)", style=solid]; -"321 dropout_11" -> "323 dropout_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"322 _param_constant51" -> "331 linear_15" [label="(768,)", style=solid]; -"323 dropout_11_0_0_nncf_smooth_quant_0" -> "324 quantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; -"324 quantize_per_tensor_default_24" -> "325 dequantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; -"325 dequantize_per_tensor_default_24" -> "331 linear_15" [label="(1, 197, 3072)", style=solid]; -"326 linear_15_scale_0" -> "329 quantize_per_channel_default_16" [label="(768,)", style=solid]; -"326 linear_15_scale_0" -> "330 dequantize_per_channel_default_16" [label="(768,)", style=solid]; -"327 linear_15_zero_point_0" -> "329 quantize_per_channel_default_16" [label="(768,)", style=solid]; -"327 linear_15_zero_point_0" -> "330 dequantize_per_channel_default_16" [label="(768,)", style=solid]; -"328 compressed_weight_updated_constant16" -> "329 quantize_per_channel_default_16" [label="(768, 3072)", style=solid]; -"329 quantize_per_channel_default_16" -> "330 dequantize_per_channel_default_16" [label="(768, 3072)", style=solid]; -"330 dequantize_per_channel_default_16" -> "331 linear_15" [label="(768, 3072)", style=solid]; +"321 dropout_11" -> "322 dropout_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"322 dropout_11_0_0_nncf_smooth_quant_0" -> "323 quantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; +"323 quantize_per_tensor_default_24" -> "324 dequantize_per_tensor_default_24" [label="(1, 197, 3072)", style=solid]; +"324 dequantize_per_tensor_default_24" -> "331 linear_15" [label="(1, 197, 3072)", style=solid]; +"325 linear_15_scale_0" -> "328 quantize_per_channel_default_16" [label="(768,)", style=solid]; +"325 linear_15_scale_0" -> "329 dequantize_per_channel_default_16" [label="(768,)", style=solid]; +"326 linear_15_zero_point_0" -> "328 quantize_per_channel_default_16" [label="(768,)", style=solid]; +"326 linear_15_zero_point_0" -> "329 dequantize_per_channel_default_16" [label="(768,)", style=solid]; +"327 compressed_weight_updated_constant16" -> "328 quantize_per_channel_default_16" [label="(768, 3072)", style=solid]; +"328 quantize_per_channel_default_16" -> "329 dequantize_per_channel_default_16" [label="(768, 3072)", style=solid]; +"329 dequantize_per_channel_default_16" -> "331 linear_15" [label="(768, 3072)", style=solid]; +"330 _param_constant51_0_0" -> "331 linear_15" [label="(768,)", style=solid]; "331 linear_15" -> "332 dropout_12" [label="(1, 197, 768)", style=solid]; "332 dropout_12" -> "333 add_8" [label="(1, 197, 768)", style=solid]; "333 add_8" -> "336 layer_norm_8" [label="(1, 197, 768)", style=solid]; @@ -1369,18 +1369,18 @@ strict digraph { "334 _param_constant52" -> "336 layer_norm_8" [label="(768,)", style=solid]; "335 _param_constant53" -> "336 layer_norm_8" [label="(768,)", style=solid]; "336 layer_norm_8" -> "337 transpose_24" [label="(1, 197, 768)", style=solid]; -"337 transpose_24" -> "339 transpose_24_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"338 _param_constant55" -> "347 linear_16" [label="(2304,)", style=solid]; -"339 transpose_24_0_0_nncf_smooth_quant_0" -> "340 quantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; -"340 quantize_per_tensor_default_25" -> "341 dequantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; -"341 dequantize_per_tensor_default_25" -> "347 linear_16" [label="(197, 1, 768)", style=solid]; -"342 linear_16_scale_0" -> "345 quantize_per_channel_default_17" [label="(2304,)", style=solid]; -"342 linear_16_scale_0" -> "346 dequantize_per_channel_default_17" [label="(2304,)", style=solid]; -"343 linear_16_zero_point_0" -> "345 quantize_per_channel_default_17" [label="(2304,)", style=solid]; -"343 linear_16_zero_point_0" -> "346 dequantize_per_channel_default_17" [label="(2304,)", style=solid]; -"344 compressed_weight_updated_constant17" -> "345 quantize_per_channel_default_17" [label="(2304, 768)", style=solid]; -"345 quantize_per_channel_default_17" -> "346 dequantize_per_channel_default_17" [label="(2304, 768)", style=solid]; -"346 dequantize_per_channel_default_17" -> "347 linear_16" [label="(2304, 768)", style=solid]; +"337 transpose_24" -> "338 transpose_24_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"338 transpose_24_0_0_nncf_smooth_quant_0" -> "339 quantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; +"339 quantize_per_tensor_default_25" -> "340 dequantize_per_tensor_default_25" [label="(197, 1, 768)", style=solid]; +"340 dequantize_per_tensor_default_25" -> "347 linear_16" [label="(197, 1, 768)", style=solid]; +"341 linear_16_scale_0" -> "344 quantize_per_channel_default_17" [label="(2304,)", style=solid]; +"341 linear_16_scale_0" -> "345 dequantize_per_channel_default_17" [label="(2304,)", style=solid]; +"342 linear_16_zero_point_0" -> "344 quantize_per_channel_default_17" [label="(2304,)", style=solid]; +"342 linear_16_zero_point_0" -> "345 dequantize_per_channel_default_17" [label="(2304,)", style=solid]; +"343 compressed_weight_updated_constant17" -> "344 quantize_per_channel_default_17" [label="(2304, 768)", style=solid]; +"344 quantize_per_channel_default_17" -> "345 dequantize_per_channel_default_17" [label="(2304, 768)", style=solid]; +"345 dequantize_per_channel_default_17" -> "347 linear_16" [label="(2304, 768)", style=solid]; +"346 _param_constant55_0_0" -> "347 linear_16" [label="(2304,)", style=solid]; "347 linear_16" -> "348 unflatten_4" [label="(197, 1, 2304)", style=solid]; "348 unflatten_4" -> "349 unsqueeze_4" [label="(197, 1, 3, 768)", style=solid]; "349 unsqueeze_4" -> "350 transpose_25" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1407,18 +1407,18 @@ strict digraph { "368 view_37" -> "369 scaled_dot_product_attention_4" [label="(1, 12, 197, 64)", style=solid]; "369 scaled_dot_product_attention_4" -> "370 permute_5" [label="(1, 12, 197, 64)", style=solid]; "370 permute_5" -> "371 view_38" [label="(197, 1, 12, 64)", style=solid]; -"371 view_38" -> "373 view_38_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"372 _param_constant57" -> "381 linear_17" [label="(768,)", style=solid]; -"373 view_38_0_0_nncf_smooth_quant_0" -> "374 quantize_per_tensor_default_28" [label="(197, 768)", style=solid]; -"374 quantize_per_tensor_default_28" -> "375 dequantize_per_tensor_default_28" [label="(197, 768)", style=solid]; -"375 dequantize_per_tensor_default_28" -> "381 linear_17" [label="(197, 768)", style=solid]; -"376 linear_17_scale_0" -> "379 quantize_per_channel_default_18" [label="(768,)", style=solid]; -"376 linear_17_scale_0" -> "380 dequantize_per_channel_default_18" [label="(768,)", style=solid]; -"377 linear_17_zero_point_0" -> "379 quantize_per_channel_default_18" [label="(768,)", style=solid]; -"377 linear_17_zero_point_0" -> "380 dequantize_per_channel_default_18" [label="(768,)", style=solid]; -"378 compressed_weight_updated_constant18" -> "379 quantize_per_channel_default_18" [label="(768, 768)", style=solid]; -"379 quantize_per_channel_default_18" -> "380 dequantize_per_channel_default_18" [label="(768, 768)", style=solid]; -"380 dequantize_per_channel_default_18" -> "381 linear_17" [label="(768, 768)", style=solid]; +"371 view_38" -> "372 view_38_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"372 view_38_0_0_nncf_smooth_quant_0" -> "373 quantize_per_tensor_default_28" [label="(197, 768)", style=solid]; +"373 quantize_per_tensor_default_28" -> "374 dequantize_per_tensor_default_28" [label="(197, 768)", style=solid]; +"374 dequantize_per_tensor_default_28" -> "381 linear_17" [label="(197, 768)", style=solid]; +"375 linear_17_scale_0" -> "378 quantize_per_channel_default_18" [label="(768,)", style=solid]; +"375 linear_17_scale_0" -> "379 dequantize_per_channel_default_18" [label="(768,)", style=solid]; +"376 linear_17_zero_point_0" -> "378 quantize_per_channel_default_18" [label="(768,)", style=solid]; +"376 linear_17_zero_point_0" -> "379 dequantize_per_channel_default_18" [label="(768,)", style=solid]; +"377 compressed_weight_updated_constant18" -> "378 quantize_per_channel_default_18" [label="(768, 768)", style=solid]; +"378 quantize_per_channel_default_18" -> "379 dequantize_per_channel_default_18" [label="(768, 768)", style=solid]; +"379 dequantize_per_channel_default_18" -> "381 linear_17" [label="(768, 768)", style=solid]; +"380 _param_constant57_0_0" -> "381 linear_17" [label="(768,)", style=solid]; "381 linear_17" -> "382 view_39" [label="(197, 768)", style=solid]; "382 view_39" -> "383 transpose_29" [label="(197, 1, 768)", style=solid]; "383 transpose_29" -> "384 dropout_13" [label="(1, 197, 768)", style=solid]; @@ -1427,32 +1427,32 @@ strict digraph { "385 add_9" -> "412 add_10" [label="(1, 197, 768)", style=solid]; "386 _param_constant58" -> "388 layer_norm_9" [label="(768,)", style=solid]; "387 _param_constant59" -> "388 layer_norm_9" [label="(768,)", style=solid]; -"388 layer_norm_9" -> "390 layer_norm_9_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"389 _param_constant61" -> "398 linear_18" [label="(3072,)", style=solid]; -"390 layer_norm_9_0_0_nncf_smooth_quant_0" -> "391 quantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; -"391 quantize_per_tensor_default_29" -> "392 dequantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; -"392 dequantize_per_tensor_default_29" -> "398 linear_18" [label="(1, 197, 768)", style=solid]; -"393 linear_18_scale_0" -> "396 quantize_per_channel_default_19" [label="(3072,)", style=solid]; -"393 linear_18_scale_0" -> "397 dequantize_per_channel_default_19" [label="(3072,)", style=solid]; -"394 linear_18_zero_point_0" -> "396 quantize_per_channel_default_19" [label="(3072,)", style=solid]; -"394 linear_18_zero_point_0" -> "397 dequantize_per_channel_default_19" [label="(3072,)", style=solid]; -"395 compressed_weight_updated_constant19" -> "396 quantize_per_channel_default_19" [label="(3072, 768)", style=solid]; -"396 quantize_per_channel_default_19" -> "397 dequantize_per_channel_default_19" [label="(3072, 768)", style=solid]; -"397 dequantize_per_channel_default_19" -> "398 linear_18" [label="(3072, 768)", style=solid]; +"388 layer_norm_9" -> "389 layer_norm_9_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"389 layer_norm_9_0_0_nncf_smooth_quant_0" -> "390 quantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; +"390 quantize_per_tensor_default_29" -> "391 dequantize_per_tensor_default_29" [label="(1, 197, 768)", style=solid]; +"391 dequantize_per_tensor_default_29" -> "398 linear_18" [label="(1, 197, 768)", style=solid]; +"392 linear_18_scale_0" -> "395 quantize_per_channel_default_19" [label="(3072,)", style=solid]; +"392 linear_18_scale_0" -> "396 dequantize_per_channel_default_19" [label="(3072,)", style=solid]; +"393 linear_18_zero_point_0" -> "395 quantize_per_channel_default_19" [label="(3072,)", style=solid]; +"393 linear_18_zero_point_0" -> "396 dequantize_per_channel_default_19" [label="(3072,)", style=solid]; +"394 compressed_weight_updated_constant19" -> "395 quantize_per_channel_default_19" [label="(3072, 768)", style=solid]; +"395 quantize_per_channel_default_19" -> "396 dequantize_per_channel_default_19" [label="(3072, 768)", style=solid]; +"396 dequantize_per_channel_default_19" -> "398 linear_18" [label="(3072, 768)", style=solid]; +"397 _param_constant61_0_0" -> "398 linear_18" [label="(3072,)", style=solid]; "398 linear_18" -> "399 gelu_4" [label="(1, 197, 3072)", style=solid]; "399 gelu_4" -> "400 dropout_14" [label="(1, 197, 3072)", style=solid]; -"400 dropout_14" -> "402 dropout_14_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"401 _param_constant63" -> "410 linear_19" [label="(768,)", style=solid]; -"402 dropout_14_0_0_nncf_smooth_quant_0" -> "403 quantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; -"403 quantize_per_tensor_default_30" -> "404 dequantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; -"404 dequantize_per_tensor_default_30" -> "410 linear_19" [label="(1, 197, 3072)", style=solid]; -"405 linear_19_scale_0" -> "408 quantize_per_channel_default_20" [label="(768,)", style=solid]; -"405 linear_19_scale_0" -> "409 dequantize_per_channel_default_20" [label="(768,)", style=solid]; -"406 linear_19_zero_point_0" -> "408 quantize_per_channel_default_20" [label="(768,)", style=solid]; -"406 linear_19_zero_point_0" -> "409 dequantize_per_channel_default_20" [label="(768,)", style=solid]; -"407 compressed_weight_updated_constant20" -> "408 quantize_per_channel_default_20" [label="(768, 3072)", style=solid]; -"408 quantize_per_channel_default_20" -> "409 dequantize_per_channel_default_20" [label="(768, 3072)", style=solid]; -"409 dequantize_per_channel_default_20" -> "410 linear_19" [label="(768, 3072)", style=solid]; +"400 dropout_14" -> "401 dropout_14_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"401 dropout_14_0_0_nncf_smooth_quant_0" -> "402 quantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; +"402 quantize_per_tensor_default_30" -> "403 dequantize_per_tensor_default_30" [label="(1, 197, 3072)", style=solid]; +"403 dequantize_per_tensor_default_30" -> "410 linear_19" [label="(1, 197, 3072)", style=solid]; +"404 linear_19_scale_0" -> "407 quantize_per_channel_default_20" [label="(768,)", style=solid]; +"404 linear_19_scale_0" -> "408 dequantize_per_channel_default_20" [label="(768,)", style=solid]; +"405 linear_19_zero_point_0" -> "407 quantize_per_channel_default_20" [label="(768,)", style=solid]; +"405 linear_19_zero_point_0" -> "408 dequantize_per_channel_default_20" [label="(768,)", style=solid]; +"406 compressed_weight_updated_constant20" -> "407 quantize_per_channel_default_20" [label="(768, 3072)", style=solid]; +"407 quantize_per_channel_default_20" -> "408 dequantize_per_channel_default_20" [label="(768, 3072)", style=solid]; +"408 dequantize_per_channel_default_20" -> "410 linear_19" [label="(768, 3072)", style=solid]; +"409 _param_constant63_0_0" -> "410 linear_19" [label="(768,)", style=solid]; "410 linear_19" -> "411 dropout_15" [label="(1, 197, 768)", style=solid]; "411 dropout_15" -> "412 add_10" [label="(1, 197, 768)", style=solid]; "412 add_10" -> "415 layer_norm_10" [label="(1, 197, 768)", style=solid]; @@ -1460,18 +1460,18 @@ strict digraph { "413 _param_constant64" -> "415 layer_norm_10" [label="(768,)", style=solid]; "414 _param_constant65" -> "415 layer_norm_10" [label="(768,)", style=solid]; "415 layer_norm_10" -> "416 transpose_30" [label="(1, 197, 768)", style=solid]; -"416 transpose_30" -> "418 transpose_30_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"417 _param_constant67" -> "426 linear_20" [label="(2304,)", style=solid]; -"418 transpose_30_0_0_nncf_smooth_quant_0" -> "419 quantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; -"419 quantize_per_tensor_default_31" -> "420 dequantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; -"420 dequantize_per_tensor_default_31" -> "426 linear_20" [label="(197, 1, 768)", style=solid]; -"421 linear_20_scale_0" -> "424 quantize_per_channel_default_21" [label="(2304,)", style=solid]; -"421 linear_20_scale_0" -> "425 dequantize_per_channel_default_21" [label="(2304,)", style=solid]; -"422 linear_20_zero_point_0" -> "424 quantize_per_channel_default_21" [label="(2304,)", style=solid]; -"422 linear_20_zero_point_0" -> "425 dequantize_per_channel_default_21" [label="(2304,)", style=solid]; -"423 compressed_weight_updated_constant21" -> "424 quantize_per_channel_default_21" [label="(2304, 768)", style=solid]; -"424 quantize_per_channel_default_21" -> "425 dequantize_per_channel_default_21" [label="(2304, 768)", style=solid]; -"425 dequantize_per_channel_default_21" -> "426 linear_20" [label="(2304, 768)", style=solid]; +"416 transpose_30" -> "417 transpose_30_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"417 transpose_30_0_0_nncf_smooth_quant_0" -> "418 quantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; +"418 quantize_per_tensor_default_31" -> "419 dequantize_per_tensor_default_31" [label="(197, 1, 768)", style=solid]; +"419 dequantize_per_tensor_default_31" -> "426 linear_20" [label="(197, 1, 768)", style=solid]; +"420 linear_20_scale_0" -> "423 quantize_per_channel_default_21" [label="(2304,)", style=solid]; +"420 linear_20_scale_0" -> "424 dequantize_per_channel_default_21" [label="(2304,)", style=solid]; +"421 linear_20_zero_point_0" -> "423 quantize_per_channel_default_21" [label="(2304,)", style=solid]; +"421 linear_20_zero_point_0" -> "424 dequantize_per_channel_default_21" [label="(2304,)", style=solid]; +"422 compressed_weight_updated_constant21" -> "423 quantize_per_channel_default_21" [label="(2304, 768)", style=solid]; +"423 quantize_per_channel_default_21" -> "424 dequantize_per_channel_default_21" [label="(2304, 768)", style=solid]; +"424 dequantize_per_channel_default_21" -> "426 linear_20" [label="(2304, 768)", style=solid]; +"425 _param_constant67_0_0" -> "426 linear_20" [label="(2304,)", style=solid]; "426 linear_20" -> "427 unflatten_5" [label="(197, 1, 2304)", style=solid]; "427 unflatten_5" -> "428 unsqueeze_5" [label="(197, 1, 3, 768)", style=solid]; "428 unsqueeze_5" -> "429 transpose_31" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1498,18 +1498,18 @@ strict digraph { "447 view_45" -> "448 scaled_dot_product_attention_5" [label="(1, 12, 197, 64)", style=solid]; "448 scaled_dot_product_attention_5" -> "449 permute_6" [label="(1, 12, 197, 64)", style=solid]; "449 permute_6" -> "450 view_46" [label="(197, 1, 12, 64)", style=solid]; -"450 view_46" -> "452 view_46_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"451 _param_constant69" -> "460 linear_21" [label="(768,)", style=solid]; -"452 view_46_0_0_nncf_smooth_quant_0" -> "453 quantize_per_tensor_default_34" [label="(197, 768)", style=solid]; -"453 quantize_per_tensor_default_34" -> "454 dequantize_per_tensor_default_34" [label="(197, 768)", style=solid]; -"454 dequantize_per_tensor_default_34" -> "460 linear_21" [label="(197, 768)", style=solid]; -"455 linear_21_scale_0" -> "458 quantize_per_channel_default_22" [label="(768,)", style=solid]; -"455 linear_21_scale_0" -> "459 dequantize_per_channel_default_22" [label="(768,)", style=solid]; -"456 linear_21_zero_point_0" -> "458 quantize_per_channel_default_22" [label="(768,)", style=solid]; -"456 linear_21_zero_point_0" -> "459 dequantize_per_channel_default_22" [label="(768,)", style=solid]; -"457 compressed_weight_updated_constant22" -> "458 quantize_per_channel_default_22" [label="(768, 768)", style=solid]; -"458 quantize_per_channel_default_22" -> "459 dequantize_per_channel_default_22" [label="(768, 768)", style=solid]; -"459 dequantize_per_channel_default_22" -> "460 linear_21" [label="(768, 768)", style=solid]; +"450 view_46" -> "451 view_46_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"451 view_46_0_0_nncf_smooth_quant_0" -> "452 quantize_per_tensor_default_34" [label="(197, 768)", style=solid]; +"452 quantize_per_tensor_default_34" -> "453 dequantize_per_tensor_default_34" [label="(197, 768)", style=solid]; +"453 dequantize_per_tensor_default_34" -> "460 linear_21" [label="(197, 768)", style=solid]; +"454 linear_21_scale_0" -> "457 quantize_per_channel_default_22" [label="(768,)", style=solid]; +"454 linear_21_scale_0" -> "458 dequantize_per_channel_default_22" [label="(768,)", style=solid]; +"455 linear_21_zero_point_0" -> "457 quantize_per_channel_default_22" [label="(768,)", style=solid]; +"455 linear_21_zero_point_0" -> "458 dequantize_per_channel_default_22" [label="(768,)", style=solid]; +"456 compressed_weight_updated_constant22" -> "457 quantize_per_channel_default_22" [label="(768, 768)", style=solid]; +"457 quantize_per_channel_default_22" -> "458 dequantize_per_channel_default_22" [label="(768, 768)", style=solid]; +"458 dequantize_per_channel_default_22" -> "460 linear_21" [label="(768, 768)", style=solid]; +"459 _param_constant69_0_0" -> "460 linear_21" [label="(768,)", style=solid]; "460 linear_21" -> "461 view_47" [label="(197, 768)", style=solid]; "461 view_47" -> "462 transpose_35" [label="(197, 1, 768)", style=solid]; "462 transpose_35" -> "463 dropout_16" [label="(1, 197, 768)", style=solid]; @@ -1518,32 +1518,32 @@ strict digraph { "464 add_11" -> "491 add_12" [label="(1, 197, 768)", style=solid]; "465 _param_constant70" -> "467 layer_norm_11" [label="(768,)", style=solid]; "466 _param_constant71" -> "467 layer_norm_11" [label="(768,)", style=solid]; -"467 layer_norm_11" -> "469 layer_norm_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"468 _param_constant73" -> "477 linear_22" [label="(3072,)", style=solid]; -"469 layer_norm_11_0_0_nncf_smooth_quant_0" -> "470 quantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; -"470 quantize_per_tensor_default_35" -> "471 dequantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; -"471 dequantize_per_tensor_default_35" -> "477 linear_22" [label="(1, 197, 768)", style=solid]; -"472 linear_22_scale_0" -> "475 quantize_per_channel_default_23" [label="(3072,)", style=solid]; -"472 linear_22_scale_0" -> "476 dequantize_per_channel_default_23" [label="(3072,)", style=solid]; -"473 linear_22_zero_point_0" -> "475 quantize_per_channel_default_23" [label="(3072,)", style=solid]; -"473 linear_22_zero_point_0" -> "476 dequantize_per_channel_default_23" [label="(3072,)", style=solid]; -"474 compressed_weight_updated_constant23" -> "475 quantize_per_channel_default_23" [label="(3072, 768)", style=solid]; -"475 quantize_per_channel_default_23" -> "476 dequantize_per_channel_default_23" [label="(3072, 768)", style=solid]; -"476 dequantize_per_channel_default_23" -> "477 linear_22" [label="(3072, 768)", style=solid]; +"467 layer_norm_11" -> "468 layer_norm_11_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"468 layer_norm_11_0_0_nncf_smooth_quant_0" -> "469 quantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; +"469 quantize_per_tensor_default_35" -> "470 dequantize_per_tensor_default_35" [label="(1, 197, 768)", style=solid]; +"470 dequantize_per_tensor_default_35" -> "477 linear_22" [label="(1, 197, 768)", style=solid]; +"471 linear_22_scale_0" -> "474 quantize_per_channel_default_23" [label="(3072,)", style=solid]; +"471 linear_22_scale_0" -> "475 dequantize_per_channel_default_23" [label="(3072,)", style=solid]; +"472 linear_22_zero_point_0" -> "474 quantize_per_channel_default_23" [label="(3072,)", style=solid]; +"472 linear_22_zero_point_0" -> "475 dequantize_per_channel_default_23" [label="(3072,)", style=solid]; +"473 compressed_weight_updated_constant23" -> "474 quantize_per_channel_default_23" [label="(3072, 768)", style=solid]; +"474 quantize_per_channel_default_23" -> "475 dequantize_per_channel_default_23" [label="(3072, 768)", style=solid]; +"475 dequantize_per_channel_default_23" -> "477 linear_22" [label="(3072, 768)", style=solid]; +"476 _param_constant73_0_0" -> "477 linear_22" [label="(3072,)", style=solid]; "477 linear_22" -> "478 gelu_5" [label="(1, 197, 3072)", style=solid]; "478 gelu_5" -> "479 dropout_17" [label="(1, 197, 3072)", style=solid]; -"479 dropout_17" -> "481 dropout_17_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"480 _param_constant75" -> "489 linear_23" [label="(768,)", style=solid]; -"481 dropout_17_0_0_nncf_smooth_quant_0" -> "482 quantize_per_tensor_default_36" [label="(1, 197, 3072)", style=solid]; -"482 quantize_per_tensor_default_36" -> "483 dequantize_per_tensor_default_36" [label="(1, 197, 3072)", style=solid]; -"483 dequantize_per_tensor_default_36" -> "489 linear_23" [label="(1, 197, 3072)", style=solid]; -"484 linear_23_scale_0" -> "487 quantize_per_channel_default_24" [label="(768,)", style=solid]; -"484 linear_23_scale_0" -> "488 dequantize_per_channel_default_24" [label="(768,)", style=solid]; -"485 linear_23_zero_point_0" -> "487 quantize_per_channel_default_24" [label="(768,)", style=solid]; -"485 linear_23_zero_point_0" -> "488 dequantize_per_channel_default_24" [label="(768,)", style=solid]; -"486 compressed_weight_updated_constant24" -> "487 quantize_per_channel_default_24" [label="(768, 3072)", style=solid]; -"487 quantize_per_channel_default_24" -> "488 dequantize_per_channel_default_24" [label="(768, 3072)", style=solid]; -"488 dequantize_per_channel_default_24" -> "489 linear_23" [label="(768, 3072)", style=solid]; +"479 dropout_17" -> "480 dropout_17_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"480 dropout_17_0_0_nncf_smooth_quant_0" -> "481 quantize_per_tensor_default_36" [label="(1, 197, 3072)", style=solid]; +"481 quantize_per_tensor_default_36" -> "482 dequantize_per_tensor_default_36" [label="(1, 197, 3072)", style=solid]; +"482 dequantize_per_tensor_default_36" -> "489 linear_23" [label="(1, 197, 3072)", style=solid]; +"483 linear_23_scale_0" -> "486 quantize_per_channel_default_24" [label="(768,)", style=solid]; +"483 linear_23_scale_0" -> "487 dequantize_per_channel_default_24" [label="(768,)", style=solid]; +"484 linear_23_zero_point_0" -> "486 quantize_per_channel_default_24" [label="(768,)", style=solid]; +"484 linear_23_zero_point_0" -> "487 dequantize_per_channel_default_24" [label="(768,)", style=solid]; +"485 compressed_weight_updated_constant24" -> "486 quantize_per_channel_default_24" [label="(768, 3072)", style=solid]; +"486 quantize_per_channel_default_24" -> "487 dequantize_per_channel_default_24" [label="(768, 3072)", style=solid]; +"487 dequantize_per_channel_default_24" -> "489 linear_23" [label="(768, 3072)", style=solid]; +"488 _param_constant75_0_0" -> "489 linear_23" [label="(768,)", style=solid]; "489 linear_23" -> "490 dropout_18" [label="(1, 197, 768)", style=solid]; "490 dropout_18" -> "491 add_12" [label="(1, 197, 768)", style=solid]; "491 add_12" -> "494 layer_norm_12" [label="(1, 197, 768)", style=solid]; @@ -1551,18 +1551,18 @@ strict digraph { "492 _param_constant76" -> "494 layer_norm_12" [label="(768,)", style=solid]; "493 _param_constant77" -> "494 layer_norm_12" [label="(768,)", style=solid]; "494 layer_norm_12" -> "495 transpose_36" [label="(1, 197, 768)", style=solid]; -"495 transpose_36" -> "497 transpose_36_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"496 _param_constant79" -> "505 linear_24" [label="(2304,)", style=solid]; -"497 transpose_36_0_0_nncf_smooth_quant_0" -> "498 quantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; -"498 quantize_per_tensor_default_37" -> "499 dequantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; -"499 dequantize_per_tensor_default_37" -> "505 linear_24" [label="(197, 1, 768)", style=solid]; -"500 linear_24_scale_0" -> "503 quantize_per_channel_default_25" [label="(2304,)", style=solid]; -"500 linear_24_scale_0" -> "504 dequantize_per_channel_default_25" [label="(2304,)", style=solid]; -"501 linear_24_zero_point_0" -> "503 quantize_per_channel_default_25" [label="(2304,)", style=solid]; -"501 linear_24_zero_point_0" -> "504 dequantize_per_channel_default_25" [label="(2304,)", style=solid]; -"502 compressed_weight_updated_constant25" -> "503 quantize_per_channel_default_25" [label="(2304, 768)", style=solid]; -"503 quantize_per_channel_default_25" -> "504 dequantize_per_channel_default_25" [label="(2304, 768)", style=solid]; -"504 dequantize_per_channel_default_25" -> "505 linear_24" [label="(2304, 768)", style=solid]; +"495 transpose_36" -> "496 transpose_36_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"496 transpose_36_0_0_nncf_smooth_quant_0" -> "497 quantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; +"497 quantize_per_tensor_default_37" -> "498 dequantize_per_tensor_default_37" [label="(197, 1, 768)", style=solid]; +"498 dequantize_per_tensor_default_37" -> "505 linear_24" [label="(197, 1, 768)", style=solid]; +"499 linear_24_scale_0" -> "502 quantize_per_channel_default_25" [label="(2304,)", style=solid]; +"499 linear_24_scale_0" -> "503 dequantize_per_channel_default_25" [label="(2304,)", style=solid]; +"500 linear_24_zero_point_0" -> "502 quantize_per_channel_default_25" [label="(2304,)", style=solid]; +"500 linear_24_zero_point_0" -> "503 dequantize_per_channel_default_25" [label="(2304,)", style=solid]; +"501 compressed_weight_updated_constant25" -> "502 quantize_per_channel_default_25" [label="(2304, 768)", style=solid]; +"502 quantize_per_channel_default_25" -> "503 dequantize_per_channel_default_25" [label="(2304, 768)", style=solid]; +"503 dequantize_per_channel_default_25" -> "505 linear_24" [label="(2304, 768)", style=solid]; +"504 _param_constant79_0_0" -> "505 linear_24" [label="(2304,)", style=solid]; "505 linear_24" -> "506 unflatten_6" [label="(197, 1, 2304)", style=solid]; "506 unflatten_6" -> "507 unsqueeze_6" [label="(197, 1, 3, 768)", style=solid]; "507 unsqueeze_6" -> "508 transpose_37" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1589,18 +1589,18 @@ strict digraph { "526 view_53" -> "527 scaled_dot_product_attention_6" [label="(1, 12, 197, 64)", style=solid]; "527 scaled_dot_product_attention_6" -> "528 permute_7" [label="(1, 12, 197, 64)", style=solid]; "528 permute_7" -> "529 view_54" [label="(197, 1, 12, 64)", style=solid]; -"529 view_54" -> "531 view_54_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"530 _param_constant81" -> "539 linear_25" [label="(768,)", style=solid]; -"531 view_54_0_0_nncf_smooth_quant_0" -> "532 quantize_per_tensor_default_40" [label="(197, 768)", style=solid]; -"532 quantize_per_tensor_default_40" -> "533 dequantize_per_tensor_default_40" [label="(197, 768)", style=solid]; -"533 dequantize_per_tensor_default_40" -> "539 linear_25" [label="(197, 768)", style=solid]; -"534 linear_25_scale_0" -> "537 quantize_per_channel_default_26" [label="(768,)", style=solid]; -"534 linear_25_scale_0" -> "538 dequantize_per_channel_default_26" [label="(768,)", style=solid]; -"535 linear_25_zero_point_0" -> "537 quantize_per_channel_default_26" [label="(768,)", style=solid]; -"535 linear_25_zero_point_0" -> "538 dequantize_per_channel_default_26" [label="(768,)", style=solid]; -"536 compressed_weight_updated_constant26" -> "537 quantize_per_channel_default_26" [label="(768, 768)", style=solid]; -"537 quantize_per_channel_default_26" -> "538 dequantize_per_channel_default_26" [label="(768, 768)", style=solid]; -"538 dequantize_per_channel_default_26" -> "539 linear_25" [label="(768, 768)", style=solid]; +"529 view_54" -> "530 view_54_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"530 view_54_0_0_nncf_smooth_quant_0" -> "531 quantize_per_tensor_default_40" [label="(197, 768)", style=solid]; +"531 quantize_per_tensor_default_40" -> "532 dequantize_per_tensor_default_40" [label="(197, 768)", style=solid]; +"532 dequantize_per_tensor_default_40" -> "539 linear_25" [label="(197, 768)", style=solid]; +"533 linear_25_scale_0" -> "536 quantize_per_channel_default_26" [label="(768,)", style=solid]; +"533 linear_25_scale_0" -> "537 dequantize_per_channel_default_26" [label="(768,)", style=solid]; +"534 linear_25_zero_point_0" -> "536 quantize_per_channel_default_26" [label="(768,)", style=solid]; +"534 linear_25_zero_point_0" -> "537 dequantize_per_channel_default_26" [label="(768,)", style=solid]; +"535 compressed_weight_updated_constant26" -> "536 quantize_per_channel_default_26" [label="(768, 768)", style=solid]; +"536 quantize_per_channel_default_26" -> "537 dequantize_per_channel_default_26" [label="(768, 768)", style=solid]; +"537 dequantize_per_channel_default_26" -> "539 linear_25" [label="(768, 768)", style=solid]; +"538 _param_constant81_0_0" -> "539 linear_25" [label="(768,)", style=solid]; "539 linear_25" -> "540 view_55" [label="(197, 768)", style=solid]; "540 view_55" -> "541 transpose_41" [label="(197, 1, 768)", style=solid]; "541 transpose_41" -> "542 dropout_19" [label="(1, 197, 768)", style=solid]; @@ -1609,32 +1609,32 @@ strict digraph { "543 add_13" -> "570 add_14" [label="(1, 197, 768)", style=solid]; "544 _param_constant82" -> "546 layer_norm_13" [label="(768,)", style=solid]; "545 _param_constant83" -> "546 layer_norm_13" [label="(768,)", style=solid]; -"546 layer_norm_13" -> "548 layer_norm_13_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"547 _param_constant85" -> "556 linear_26" [label="(3072,)", style=solid]; -"548 layer_norm_13_0_0_nncf_smooth_quant_0" -> "549 quantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; -"549 quantize_per_tensor_default_41" -> "550 dequantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; -"550 dequantize_per_tensor_default_41" -> "556 linear_26" [label="(1, 197, 768)", style=solid]; -"551 linear_26_scale_0" -> "554 quantize_per_channel_default_27" [label="(3072,)", style=solid]; -"551 linear_26_scale_0" -> "555 dequantize_per_channel_default_27" [label="(3072,)", style=solid]; -"552 linear_26_zero_point_0" -> "554 quantize_per_channel_default_27" [label="(3072,)", style=solid]; -"552 linear_26_zero_point_0" -> "555 dequantize_per_channel_default_27" [label="(3072,)", style=solid]; -"553 compressed_weight_updated_constant27" -> "554 quantize_per_channel_default_27" [label="(3072, 768)", style=solid]; -"554 quantize_per_channel_default_27" -> "555 dequantize_per_channel_default_27" [label="(3072, 768)", style=solid]; -"555 dequantize_per_channel_default_27" -> "556 linear_26" [label="(3072, 768)", style=solid]; +"546 layer_norm_13" -> "547 layer_norm_13_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"547 layer_norm_13_0_0_nncf_smooth_quant_0" -> "548 quantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; +"548 quantize_per_tensor_default_41" -> "549 dequantize_per_tensor_default_41" [label="(1, 197, 768)", style=solid]; +"549 dequantize_per_tensor_default_41" -> "556 linear_26" [label="(1, 197, 768)", style=solid]; +"550 linear_26_scale_0" -> "553 quantize_per_channel_default_27" [label="(3072,)", style=solid]; +"550 linear_26_scale_0" -> "554 dequantize_per_channel_default_27" [label="(3072,)", style=solid]; +"551 linear_26_zero_point_0" -> "553 quantize_per_channel_default_27" [label="(3072,)", style=solid]; +"551 linear_26_zero_point_0" -> "554 dequantize_per_channel_default_27" [label="(3072,)", style=solid]; +"552 compressed_weight_updated_constant27" -> "553 quantize_per_channel_default_27" [label="(3072, 768)", style=solid]; +"553 quantize_per_channel_default_27" -> "554 dequantize_per_channel_default_27" [label="(3072, 768)", style=solid]; +"554 dequantize_per_channel_default_27" -> "556 linear_26" [label="(3072, 768)", style=solid]; +"555 _param_constant85_0_0" -> "556 linear_26" [label="(3072,)", style=solid]; "556 linear_26" -> "557 gelu_6" [label="(1, 197, 3072)", style=solid]; "557 gelu_6" -> "558 dropout_20" [label="(1, 197, 3072)", style=solid]; -"558 dropout_20" -> "560 dropout_20_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"559 _param_constant87" -> "568 linear_27" [label="(768,)", style=solid]; -"560 dropout_20_0_0_nncf_smooth_quant_0" -> "561 quantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; -"561 quantize_per_tensor_default_42" -> "562 dequantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; -"562 dequantize_per_tensor_default_42" -> "568 linear_27" [label="(1, 197, 3072)", style=solid]; -"563 linear_27_scale_0" -> "566 quantize_per_channel_default_28" [label="(768,)", style=solid]; -"563 linear_27_scale_0" -> "567 dequantize_per_channel_default_28" [label="(768,)", style=solid]; -"564 linear_27_zero_point_0" -> "566 quantize_per_channel_default_28" [label="(768,)", style=solid]; -"564 linear_27_zero_point_0" -> "567 dequantize_per_channel_default_28" [label="(768,)", style=solid]; -"565 compressed_weight_updated_constant28" -> "566 quantize_per_channel_default_28" [label="(768, 3072)", style=solid]; -"566 quantize_per_channel_default_28" -> "567 dequantize_per_channel_default_28" [label="(768, 3072)", style=solid]; -"567 dequantize_per_channel_default_28" -> "568 linear_27" [label="(768, 3072)", style=solid]; +"558 dropout_20" -> "559 dropout_20_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"559 dropout_20_0_0_nncf_smooth_quant_0" -> "560 quantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; +"560 quantize_per_tensor_default_42" -> "561 dequantize_per_tensor_default_42" [label="(1, 197, 3072)", style=solid]; +"561 dequantize_per_tensor_default_42" -> "568 linear_27" [label="(1, 197, 3072)", style=solid]; +"562 linear_27_scale_0" -> "565 quantize_per_channel_default_28" [label="(768,)", style=solid]; +"562 linear_27_scale_0" -> "566 dequantize_per_channel_default_28" [label="(768,)", style=solid]; +"563 linear_27_zero_point_0" -> "565 quantize_per_channel_default_28" [label="(768,)", style=solid]; +"563 linear_27_zero_point_0" -> "566 dequantize_per_channel_default_28" [label="(768,)", style=solid]; +"564 compressed_weight_updated_constant28" -> "565 quantize_per_channel_default_28" [label="(768, 3072)", style=solid]; +"565 quantize_per_channel_default_28" -> "566 dequantize_per_channel_default_28" [label="(768, 3072)", style=solid]; +"566 dequantize_per_channel_default_28" -> "568 linear_27" [label="(768, 3072)", style=solid]; +"567 _param_constant87_0_0" -> "568 linear_27" [label="(768,)", style=solid]; "568 linear_27" -> "569 dropout_21" [label="(1, 197, 768)", style=solid]; "569 dropout_21" -> "570 add_14" [label="(1, 197, 768)", style=solid]; "570 add_14" -> "573 layer_norm_14" [label="(1, 197, 768)", style=solid]; @@ -1642,18 +1642,18 @@ strict digraph { "571 _param_constant88" -> "573 layer_norm_14" [label="(768,)", style=solid]; "572 _param_constant89" -> "573 layer_norm_14" [label="(768,)", style=solid]; "573 layer_norm_14" -> "574 transpose_42" [label="(1, 197, 768)", style=solid]; -"574 transpose_42" -> "576 transpose_42_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"575 _param_constant91" -> "584 linear_28" [label="(2304,)", style=solid]; -"576 transpose_42_0_0_nncf_smooth_quant_0" -> "577 quantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; -"577 quantize_per_tensor_default_43" -> "578 dequantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; -"578 dequantize_per_tensor_default_43" -> "584 linear_28" [label="(197, 1, 768)", style=solid]; -"579 linear_28_scale_0" -> "582 quantize_per_channel_default_29" [label="(2304,)", style=solid]; -"579 linear_28_scale_0" -> "583 dequantize_per_channel_default_29" [label="(2304,)", style=solid]; -"580 linear_28_zero_point_0" -> "582 quantize_per_channel_default_29" [label="(2304,)", style=solid]; -"580 linear_28_zero_point_0" -> "583 dequantize_per_channel_default_29" [label="(2304,)", style=solid]; -"581 compressed_weight_updated_constant29" -> "582 quantize_per_channel_default_29" [label="(2304, 768)", style=solid]; -"582 quantize_per_channel_default_29" -> "583 dequantize_per_channel_default_29" [label="(2304, 768)", style=solid]; -"583 dequantize_per_channel_default_29" -> "584 linear_28" [label="(2304, 768)", style=solid]; +"574 transpose_42" -> "575 transpose_42_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"575 transpose_42_0_0_nncf_smooth_quant_0" -> "576 quantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; +"576 quantize_per_tensor_default_43" -> "577 dequantize_per_tensor_default_43" [label="(197, 1, 768)", style=solid]; +"577 dequantize_per_tensor_default_43" -> "584 linear_28" [label="(197, 1, 768)", style=solid]; +"578 linear_28_scale_0" -> "581 quantize_per_channel_default_29" [label="(2304,)", style=solid]; +"578 linear_28_scale_0" -> "582 dequantize_per_channel_default_29" [label="(2304,)", style=solid]; +"579 linear_28_zero_point_0" -> "581 quantize_per_channel_default_29" [label="(2304,)", style=solid]; +"579 linear_28_zero_point_0" -> "582 dequantize_per_channel_default_29" [label="(2304,)", style=solid]; +"580 compressed_weight_updated_constant29" -> "581 quantize_per_channel_default_29" [label="(2304, 768)", style=solid]; +"581 quantize_per_channel_default_29" -> "582 dequantize_per_channel_default_29" [label="(2304, 768)", style=solid]; +"582 dequantize_per_channel_default_29" -> "584 linear_28" [label="(2304, 768)", style=solid]; +"583 _param_constant91_0_0" -> "584 linear_28" [label="(2304,)", style=solid]; "584 linear_28" -> "585 unflatten_7" [label="(197, 1, 2304)", style=solid]; "585 unflatten_7" -> "586 unsqueeze_7" [label="(197, 1, 3, 768)", style=solid]; "586 unsqueeze_7" -> "587 transpose_43" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1680,18 +1680,18 @@ strict digraph { "605 view_61" -> "606 scaled_dot_product_attention_7" [label="(1, 12, 197, 64)", style=solid]; "606 scaled_dot_product_attention_7" -> "607 permute_8" [label="(1, 12, 197, 64)", style=solid]; "607 permute_8" -> "608 view_62" [label="(197, 1, 12, 64)", style=solid]; -"608 view_62" -> "610 view_62_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"609 _param_constant93" -> "618 linear_29" [label="(768,)", style=solid]; -"610 view_62_0_0_nncf_smooth_quant_0" -> "611 quantize_per_tensor_default_46" [label="(197, 768)", style=solid]; -"611 quantize_per_tensor_default_46" -> "612 dequantize_per_tensor_default_46" [label="(197, 768)", style=solid]; -"612 dequantize_per_tensor_default_46" -> "618 linear_29" [label="(197, 768)", style=solid]; -"613 linear_29_scale_0" -> "616 quantize_per_channel_default_30" [label="(768,)", style=solid]; -"613 linear_29_scale_0" -> "617 dequantize_per_channel_default_30" [label="(768,)", style=solid]; -"614 linear_29_zero_point_0" -> "616 quantize_per_channel_default_30" [label="(768,)", style=solid]; -"614 linear_29_zero_point_0" -> "617 dequantize_per_channel_default_30" [label="(768,)", style=solid]; -"615 compressed_weight_updated_constant30" -> "616 quantize_per_channel_default_30" [label="(768, 768)", style=solid]; -"616 quantize_per_channel_default_30" -> "617 dequantize_per_channel_default_30" [label="(768, 768)", style=solid]; -"617 dequantize_per_channel_default_30" -> "618 linear_29" [label="(768, 768)", style=solid]; +"608 view_62" -> "609 view_62_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"609 view_62_0_0_nncf_smooth_quant_0" -> "610 quantize_per_tensor_default_46" [label="(197, 768)", style=solid]; +"610 quantize_per_tensor_default_46" -> "611 dequantize_per_tensor_default_46" [label="(197, 768)", style=solid]; +"611 dequantize_per_tensor_default_46" -> "618 linear_29" [label="(197, 768)", style=solid]; +"612 linear_29_scale_0" -> "615 quantize_per_channel_default_30" [label="(768,)", style=solid]; +"612 linear_29_scale_0" -> "616 dequantize_per_channel_default_30" [label="(768,)", style=solid]; +"613 linear_29_zero_point_0" -> "615 quantize_per_channel_default_30" [label="(768,)", style=solid]; +"613 linear_29_zero_point_0" -> "616 dequantize_per_channel_default_30" [label="(768,)", style=solid]; +"614 compressed_weight_updated_constant30" -> "615 quantize_per_channel_default_30" [label="(768, 768)", style=solid]; +"615 quantize_per_channel_default_30" -> "616 dequantize_per_channel_default_30" [label="(768, 768)", style=solid]; +"616 dequantize_per_channel_default_30" -> "618 linear_29" [label="(768, 768)", style=solid]; +"617 _param_constant93_0_0" -> "618 linear_29" [label="(768,)", style=solid]; "618 linear_29" -> "619 view_63" [label="(197, 768)", style=solid]; "619 view_63" -> "620 transpose_47" [label="(197, 1, 768)", style=solid]; "620 transpose_47" -> "621 dropout_22" [label="(1, 197, 768)", style=solid]; @@ -1700,32 +1700,32 @@ strict digraph { "622 add_15" -> "649 add_16" [label="(1, 197, 768)", style=solid]; "623 _param_constant94" -> "625 layer_norm_15" [label="(768,)", style=solid]; "624 _param_constant95" -> "625 layer_norm_15" [label="(768,)", style=solid]; -"625 layer_norm_15" -> "627 layer_norm_15_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"626 _param_constant97" -> "635 linear_30" [label="(3072,)", style=solid]; -"627 layer_norm_15_0_0_nncf_smooth_quant_0" -> "628 quantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; -"628 quantize_per_tensor_default_47" -> "629 dequantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; -"629 dequantize_per_tensor_default_47" -> "635 linear_30" [label="(1, 197, 768)", style=solid]; -"630 linear_30_scale_0" -> "633 quantize_per_channel_default_31" [label="(3072,)", style=solid]; -"630 linear_30_scale_0" -> "634 dequantize_per_channel_default_31" [label="(3072,)", style=solid]; -"631 linear_30_zero_point_0" -> "633 quantize_per_channel_default_31" [label="(3072,)", style=solid]; -"631 linear_30_zero_point_0" -> "634 dequantize_per_channel_default_31" [label="(3072,)", style=solid]; -"632 compressed_weight_updated_constant31" -> "633 quantize_per_channel_default_31" [label="(3072, 768)", style=solid]; -"633 quantize_per_channel_default_31" -> "634 dequantize_per_channel_default_31" [label="(3072, 768)", style=solid]; -"634 dequantize_per_channel_default_31" -> "635 linear_30" [label="(3072, 768)", style=solid]; +"625 layer_norm_15" -> "626 layer_norm_15_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"626 layer_norm_15_0_0_nncf_smooth_quant_0" -> "627 quantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; +"627 quantize_per_tensor_default_47" -> "628 dequantize_per_tensor_default_47" [label="(1, 197, 768)", style=solid]; +"628 dequantize_per_tensor_default_47" -> "635 linear_30" [label="(1, 197, 768)", style=solid]; +"629 linear_30_scale_0" -> "632 quantize_per_channel_default_31" [label="(3072,)", style=solid]; +"629 linear_30_scale_0" -> "633 dequantize_per_channel_default_31" [label="(3072,)", style=solid]; +"630 linear_30_zero_point_0" -> "632 quantize_per_channel_default_31" [label="(3072,)", style=solid]; +"630 linear_30_zero_point_0" -> "633 dequantize_per_channel_default_31" [label="(3072,)", style=solid]; +"631 compressed_weight_updated_constant31" -> "632 quantize_per_channel_default_31" [label="(3072, 768)", style=solid]; +"632 quantize_per_channel_default_31" -> "633 dequantize_per_channel_default_31" [label="(3072, 768)", style=solid]; +"633 dequantize_per_channel_default_31" -> "635 linear_30" [label="(3072, 768)", style=solid]; +"634 _param_constant97_0_0" -> "635 linear_30" [label="(3072,)", style=solid]; "635 linear_30" -> "636 gelu_7" [label="(1, 197, 3072)", style=solid]; "636 gelu_7" -> "637 dropout_23" [label="(1, 197, 3072)", style=solid]; -"637 dropout_23" -> "639 dropout_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"638 _param_constant99" -> "647 linear_31" [label="(768,)", style=solid]; -"639 dropout_23_0_0_nncf_smooth_quant_0" -> "640 quantize_per_tensor_default_48" [label="(1, 197, 3072)", style=solid]; -"640 quantize_per_tensor_default_48" -> "641 dequantize_per_tensor_default_48" [label="(1, 197, 3072)", style=solid]; -"641 dequantize_per_tensor_default_48" -> "647 linear_31" [label="(1, 197, 3072)", style=solid]; -"642 linear_31_scale_0" -> "645 quantize_per_channel_default_32" [label="(768,)", style=solid]; -"642 linear_31_scale_0" -> "646 dequantize_per_channel_default_32" [label="(768,)", style=solid]; -"643 linear_31_zero_point_0" -> "645 quantize_per_channel_default_32" [label="(768,)", style=solid]; -"643 linear_31_zero_point_0" -> "646 dequantize_per_channel_default_32" [label="(768,)", style=solid]; -"644 compressed_weight_updated_constant32" -> "645 quantize_per_channel_default_32" [label="(768, 3072)", style=solid]; -"645 quantize_per_channel_default_32" -> "646 dequantize_per_channel_default_32" [label="(768, 3072)", style=solid]; -"646 dequantize_per_channel_default_32" -> "647 linear_31" [label="(768, 3072)", style=solid]; +"637 dropout_23" -> "638 dropout_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"638 dropout_23_0_0_nncf_smooth_quant_0" -> "639 quantize_per_tensor_default_48" [label="(1, 197, 3072)", style=solid]; +"639 quantize_per_tensor_default_48" -> "640 dequantize_per_tensor_default_48" [label="(1, 197, 3072)", style=solid]; +"640 dequantize_per_tensor_default_48" -> "647 linear_31" [label="(1, 197, 3072)", style=solid]; +"641 linear_31_scale_0" -> "644 quantize_per_channel_default_32" [label="(768,)", style=solid]; +"641 linear_31_scale_0" -> "645 dequantize_per_channel_default_32" [label="(768,)", style=solid]; +"642 linear_31_zero_point_0" -> "644 quantize_per_channel_default_32" [label="(768,)", style=solid]; +"642 linear_31_zero_point_0" -> "645 dequantize_per_channel_default_32" [label="(768,)", style=solid]; +"643 compressed_weight_updated_constant32" -> "644 quantize_per_channel_default_32" [label="(768, 3072)", style=solid]; +"644 quantize_per_channel_default_32" -> "645 dequantize_per_channel_default_32" [label="(768, 3072)", style=solid]; +"645 dequantize_per_channel_default_32" -> "647 linear_31" [label="(768, 3072)", style=solid]; +"646 _param_constant99_0_0" -> "647 linear_31" [label="(768,)", style=solid]; "647 linear_31" -> "648 dropout_24" [label="(1, 197, 768)", style=solid]; "648 dropout_24" -> "649 add_16" [label="(1, 197, 768)", style=solid]; "649 add_16" -> "652 layer_norm_16" [label="(1, 197, 768)", style=solid]; @@ -1733,18 +1733,18 @@ strict digraph { "650 _param_constant100" -> "652 layer_norm_16" [label="(768,)", style=solid]; "651 _param_constant101" -> "652 layer_norm_16" [label="(768,)", style=solid]; "652 layer_norm_16" -> "653 transpose_48" [label="(1, 197, 768)", style=solid]; -"653 transpose_48" -> "655 transpose_48_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"654 _param_constant103" -> "663 linear_32" [label="(2304,)", style=solid]; -"655 transpose_48_0_0_nncf_smooth_quant_0" -> "656 quantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; -"656 quantize_per_tensor_default_49" -> "657 dequantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; -"657 dequantize_per_tensor_default_49" -> "663 linear_32" [label="(197, 1, 768)", style=solid]; -"658 linear_32_scale_0" -> "661 quantize_per_channel_default_33" [label="(2304,)", style=solid]; -"658 linear_32_scale_0" -> "662 dequantize_per_channel_default_33" [label="(2304,)", style=solid]; -"659 linear_32_zero_point_0" -> "661 quantize_per_channel_default_33" [label="(2304,)", style=solid]; -"659 linear_32_zero_point_0" -> "662 dequantize_per_channel_default_33" [label="(2304,)", style=solid]; -"660 compressed_weight_updated_constant33" -> "661 quantize_per_channel_default_33" [label="(2304, 768)", style=solid]; -"661 quantize_per_channel_default_33" -> "662 dequantize_per_channel_default_33" [label="(2304, 768)", style=solid]; -"662 dequantize_per_channel_default_33" -> "663 linear_32" [label="(2304, 768)", style=solid]; +"653 transpose_48" -> "654 transpose_48_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"654 transpose_48_0_0_nncf_smooth_quant_0" -> "655 quantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; +"655 quantize_per_tensor_default_49" -> "656 dequantize_per_tensor_default_49" [label="(197, 1, 768)", style=solid]; +"656 dequantize_per_tensor_default_49" -> "663 linear_32" [label="(197, 1, 768)", style=solid]; +"657 linear_32_scale_0" -> "660 quantize_per_channel_default_33" [label="(2304,)", style=solid]; +"657 linear_32_scale_0" -> "661 dequantize_per_channel_default_33" [label="(2304,)", style=solid]; +"658 linear_32_zero_point_0" -> "660 quantize_per_channel_default_33" [label="(2304,)", style=solid]; +"658 linear_32_zero_point_0" -> "661 dequantize_per_channel_default_33" [label="(2304,)", style=solid]; +"659 compressed_weight_updated_constant33" -> "660 quantize_per_channel_default_33" [label="(2304, 768)", style=solid]; +"660 quantize_per_channel_default_33" -> "661 dequantize_per_channel_default_33" [label="(2304, 768)", style=solid]; +"661 dequantize_per_channel_default_33" -> "663 linear_32" [label="(2304, 768)", style=solid]; +"662 _param_constant103_0_0" -> "663 linear_32" [label="(2304,)", style=solid]; "663 linear_32" -> "664 unflatten_8" [label="(197, 1, 2304)", style=solid]; "664 unflatten_8" -> "665 unsqueeze_8" [label="(197, 1, 3, 768)", style=solid]; "665 unsqueeze_8" -> "666 transpose_49" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1771,18 +1771,18 @@ strict digraph { "684 view_69" -> "685 scaled_dot_product_attention_8" [label="(1, 12, 197, 64)", style=solid]; "685 scaled_dot_product_attention_8" -> "686 permute_9" [label="(1, 12, 197, 64)", style=solid]; "686 permute_9" -> "687 view_70" [label="(197, 1, 12, 64)", style=solid]; -"687 view_70" -> "689 view_70_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"688 _param_constant105" -> "697 linear_33" [label="(768,)", style=solid]; -"689 view_70_0_0_nncf_smooth_quant_0" -> "690 quantize_per_tensor_default_52" [label="(197, 768)", style=solid]; -"690 quantize_per_tensor_default_52" -> "691 dequantize_per_tensor_default_52" [label="(197, 768)", style=solid]; -"691 dequantize_per_tensor_default_52" -> "697 linear_33" [label="(197, 768)", style=solid]; -"692 linear_33_scale_0" -> "695 quantize_per_channel_default_34" [label="(768,)", style=solid]; -"692 linear_33_scale_0" -> "696 dequantize_per_channel_default_34" [label="(768,)", style=solid]; -"693 linear_33_zero_point_0" -> "695 quantize_per_channel_default_34" [label="(768,)", style=solid]; -"693 linear_33_zero_point_0" -> "696 dequantize_per_channel_default_34" [label="(768,)", style=solid]; -"694 compressed_weight_updated_constant34" -> "695 quantize_per_channel_default_34" [label="(768, 768)", style=solid]; -"695 quantize_per_channel_default_34" -> "696 dequantize_per_channel_default_34" [label="(768, 768)", style=solid]; -"696 dequantize_per_channel_default_34" -> "697 linear_33" [label="(768, 768)", style=solid]; +"687 view_70" -> "688 view_70_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"688 view_70_0_0_nncf_smooth_quant_0" -> "689 quantize_per_tensor_default_52" [label="(197, 768)", style=solid]; +"689 quantize_per_tensor_default_52" -> "690 dequantize_per_tensor_default_52" [label="(197, 768)", style=solid]; +"690 dequantize_per_tensor_default_52" -> "697 linear_33" [label="(197, 768)", style=solid]; +"691 linear_33_scale_0" -> "694 quantize_per_channel_default_34" [label="(768,)", style=solid]; +"691 linear_33_scale_0" -> "695 dequantize_per_channel_default_34" [label="(768,)", style=solid]; +"692 linear_33_zero_point_0" -> "694 quantize_per_channel_default_34" [label="(768,)", style=solid]; +"692 linear_33_zero_point_0" -> "695 dequantize_per_channel_default_34" [label="(768,)", style=solid]; +"693 compressed_weight_updated_constant34" -> "694 quantize_per_channel_default_34" [label="(768, 768)", style=solid]; +"694 quantize_per_channel_default_34" -> "695 dequantize_per_channel_default_34" [label="(768, 768)", style=solid]; +"695 dequantize_per_channel_default_34" -> "697 linear_33" [label="(768, 768)", style=solid]; +"696 _param_constant105_0_0" -> "697 linear_33" [label="(768,)", style=solid]; "697 linear_33" -> "698 view_71" [label="(197, 768)", style=solid]; "698 view_71" -> "699 transpose_53" [label="(197, 1, 768)", style=solid]; "699 transpose_53" -> "700 dropout_25" [label="(1, 197, 768)", style=solid]; @@ -1791,32 +1791,32 @@ strict digraph { "701 add_17" -> "728 add_18" [label="(1, 197, 768)", style=solid]; "702 _param_constant106" -> "704 layer_norm_17" [label="(768,)", style=solid]; "703 _param_constant107" -> "704 layer_norm_17" [label="(768,)", style=solid]; -"704 layer_norm_17" -> "706 layer_norm_17_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"705 _param_constant109" -> "714 linear_34" [label="(3072,)", style=solid]; -"706 layer_norm_17_0_0_nncf_smooth_quant_0" -> "707 quantize_per_tensor_default_53" [label="(1, 197, 768)", style=solid]; -"707 quantize_per_tensor_default_53" -> "708 dequantize_per_tensor_default_53" [label="(1, 197, 768)", style=solid]; -"708 dequantize_per_tensor_default_53" -> "714 linear_34" [label="(1, 197, 768)", style=solid]; -"709 linear_34_scale_0" -> "712 quantize_per_channel_default_35" [label="(3072,)", style=solid]; -"709 linear_34_scale_0" -> "713 dequantize_per_channel_default_35" [label="(3072,)", style=solid]; -"710 linear_34_zero_point_0" -> "712 quantize_per_channel_default_35" [label="(3072,)", style=solid]; -"710 linear_34_zero_point_0" -> "713 dequantize_per_channel_default_35" [label="(3072,)", style=solid]; -"711 compressed_weight_updated_constant35" -> "712 quantize_per_channel_default_35" [label="(3072, 768)", style=solid]; -"712 quantize_per_channel_default_35" -> "713 dequantize_per_channel_default_35" [label="(3072, 768)", style=solid]; -"713 dequantize_per_channel_default_35" -> "714 linear_34" [label="(3072, 768)", style=solid]; +"704 layer_norm_17" -> "705 layer_norm_17_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"705 layer_norm_17_0_0_nncf_smooth_quant_0" -> "706 quantize_per_tensor_default_53" [label="(1, 197, 768)", style=solid]; +"706 quantize_per_tensor_default_53" -> "707 dequantize_per_tensor_default_53" [label="(1, 197, 768)", style=solid]; +"707 dequantize_per_tensor_default_53" -> "714 linear_34" [label="(1, 197, 768)", style=solid]; +"708 linear_34_scale_0" -> "711 quantize_per_channel_default_35" [label="(3072,)", style=solid]; +"708 linear_34_scale_0" -> "712 dequantize_per_channel_default_35" [label="(3072,)", style=solid]; +"709 linear_34_zero_point_0" -> "711 quantize_per_channel_default_35" [label="(3072,)", style=solid]; +"709 linear_34_zero_point_0" -> "712 dequantize_per_channel_default_35" [label="(3072,)", style=solid]; +"710 compressed_weight_updated_constant35" -> "711 quantize_per_channel_default_35" [label="(3072, 768)", style=solid]; +"711 quantize_per_channel_default_35" -> "712 dequantize_per_channel_default_35" [label="(3072, 768)", style=solid]; +"712 dequantize_per_channel_default_35" -> "714 linear_34" [label="(3072, 768)", style=solid]; +"713 _param_constant109_0_0" -> "714 linear_34" [label="(3072,)", style=solid]; "714 linear_34" -> "715 gelu_8" [label="(1, 197, 3072)", style=solid]; "715 gelu_8" -> "716 dropout_26" [label="(1, 197, 3072)", style=solid]; -"716 dropout_26" -> "718 dropout_26_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"717 _param_constant111" -> "726 linear_35" [label="(768,)", style=solid]; -"718 dropout_26_0_0_nncf_smooth_quant_0" -> "719 quantize_per_tensor_default_54" [label="(1, 197, 3072)", style=solid]; -"719 quantize_per_tensor_default_54" -> "720 dequantize_per_tensor_default_54" [label="(1, 197, 3072)", style=solid]; -"720 dequantize_per_tensor_default_54" -> "726 linear_35" [label="(1, 197, 3072)", style=solid]; -"721 linear_35_scale_0" -> "724 quantize_per_channel_default_36" [label="(768,)", style=solid]; -"721 linear_35_scale_0" -> "725 dequantize_per_channel_default_36" [label="(768,)", style=solid]; -"722 linear_35_zero_point_0" -> "724 quantize_per_channel_default_36" [label="(768,)", style=solid]; -"722 linear_35_zero_point_0" -> "725 dequantize_per_channel_default_36" [label="(768,)", style=solid]; -"723 compressed_weight_updated_constant36" -> "724 quantize_per_channel_default_36" [label="(768, 3072)", style=solid]; -"724 quantize_per_channel_default_36" -> "725 dequantize_per_channel_default_36" [label="(768, 3072)", style=solid]; -"725 dequantize_per_channel_default_36" -> "726 linear_35" [label="(768, 3072)", style=solid]; +"716 dropout_26" -> "717 dropout_26_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"717 dropout_26_0_0_nncf_smooth_quant_0" -> "718 quantize_per_tensor_default_54" [label="(1, 197, 3072)", style=solid]; +"718 quantize_per_tensor_default_54" -> "719 dequantize_per_tensor_default_54" [label="(1, 197, 3072)", style=solid]; +"719 dequantize_per_tensor_default_54" -> "726 linear_35" [label="(1, 197, 3072)", style=solid]; +"720 linear_35_scale_0" -> "723 quantize_per_channel_default_36" [label="(768,)", style=solid]; +"720 linear_35_scale_0" -> "724 dequantize_per_channel_default_36" [label="(768,)", style=solid]; +"721 linear_35_zero_point_0" -> "723 quantize_per_channel_default_36" [label="(768,)", style=solid]; +"721 linear_35_zero_point_0" -> "724 dequantize_per_channel_default_36" [label="(768,)", style=solid]; +"722 compressed_weight_updated_constant36" -> "723 quantize_per_channel_default_36" [label="(768, 3072)", style=solid]; +"723 quantize_per_channel_default_36" -> "724 dequantize_per_channel_default_36" [label="(768, 3072)", style=solid]; +"724 dequantize_per_channel_default_36" -> "726 linear_35" [label="(768, 3072)", style=solid]; +"725 _param_constant111_0_0" -> "726 linear_35" [label="(768,)", style=solid]; "726 linear_35" -> "727 dropout_27" [label="(1, 197, 768)", style=solid]; "727 dropout_27" -> "728 add_18" [label="(1, 197, 768)", style=solid]; "728 add_18" -> "731 layer_norm_18" [label="(1, 197, 768)", style=solid]; @@ -1824,18 +1824,18 @@ strict digraph { "729 _param_constant112" -> "731 layer_norm_18" [label="(768,)", style=solid]; "730 _param_constant113" -> "731 layer_norm_18" [label="(768,)", style=solid]; "731 layer_norm_18" -> "732 transpose_54" [label="(1, 197, 768)", style=solid]; -"732 transpose_54" -> "734 transpose_54_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"733 _param_constant115" -> "742 linear_36" [label="(2304,)", style=solid]; -"734 transpose_54_0_0_nncf_smooth_quant_0" -> "735 quantize_per_tensor_default_55" [label="(197, 1, 768)", style=solid]; -"735 quantize_per_tensor_default_55" -> "736 dequantize_per_tensor_default_55" [label="(197, 1, 768)", style=solid]; -"736 dequantize_per_tensor_default_55" -> "742 linear_36" [label="(197, 1, 768)", style=solid]; -"737 linear_36_scale_0" -> "740 quantize_per_channel_default_37" [label="(2304,)", style=solid]; -"737 linear_36_scale_0" -> "741 dequantize_per_channel_default_37" [label="(2304,)", style=solid]; -"738 linear_36_zero_point_0" -> "740 quantize_per_channel_default_37" [label="(2304,)", style=solid]; -"738 linear_36_zero_point_0" -> "741 dequantize_per_channel_default_37" [label="(2304,)", style=solid]; -"739 compressed_weight_updated_constant37" -> "740 quantize_per_channel_default_37" [label="(2304, 768)", style=solid]; -"740 quantize_per_channel_default_37" -> "741 dequantize_per_channel_default_37" [label="(2304, 768)", style=solid]; -"741 dequantize_per_channel_default_37" -> "742 linear_36" [label="(2304, 768)", style=solid]; +"732 transpose_54" -> "733 transpose_54_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"733 transpose_54_0_0_nncf_smooth_quant_0" -> "734 quantize_per_tensor_default_55" [label="(197, 1, 768)", style=solid]; +"734 quantize_per_tensor_default_55" -> "735 dequantize_per_tensor_default_55" [label="(197, 1, 768)", style=solid]; +"735 dequantize_per_tensor_default_55" -> "742 linear_36" [label="(197, 1, 768)", style=solid]; +"736 linear_36_scale_0" -> "739 quantize_per_channel_default_37" [label="(2304,)", style=solid]; +"736 linear_36_scale_0" -> "740 dequantize_per_channel_default_37" [label="(2304,)", style=solid]; +"737 linear_36_zero_point_0" -> "739 quantize_per_channel_default_37" [label="(2304,)", style=solid]; +"737 linear_36_zero_point_0" -> "740 dequantize_per_channel_default_37" [label="(2304,)", style=solid]; +"738 compressed_weight_updated_constant37" -> "739 quantize_per_channel_default_37" [label="(2304, 768)", style=solid]; +"739 quantize_per_channel_default_37" -> "740 dequantize_per_channel_default_37" [label="(2304, 768)", style=solid]; +"740 dequantize_per_channel_default_37" -> "742 linear_36" [label="(2304, 768)", style=solid]; +"741 _param_constant115_0_0" -> "742 linear_36" [label="(2304,)", style=solid]; "742 linear_36" -> "743 unflatten_9" [label="(197, 1, 2304)", style=solid]; "743 unflatten_9" -> "744 unsqueeze_9" [label="(197, 1, 3, 768)", style=solid]; "744 unsqueeze_9" -> "745 transpose_55" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1862,18 +1862,18 @@ strict digraph { "763 view_77" -> "764 scaled_dot_product_attention_9" [label="(1, 12, 197, 64)", style=solid]; "764 scaled_dot_product_attention_9" -> "765 permute_10" [label="(1, 12, 197, 64)", style=solid]; "765 permute_10" -> "766 view_78" [label="(197, 1, 12, 64)", style=solid]; -"766 view_78" -> "768 view_78_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"767 _param_constant117" -> "776 linear_37" [label="(768,)", style=solid]; -"768 view_78_0_0_nncf_smooth_quant_0" -> "769 quantize_per_tensor_default_58" [label="(197, 768)", style=solid]; -"769 quantize_per_tensor_default_58" -> "770 dequantize_per_tensor_default_58" [label="(197, 768)", style=solid]; -"770 dequantize_per_tensor_default_58" -> "776 linear_37" [label="(197, 768)", style=solid]; -"771 linear_37_scale_0" -> "774 quantize_per_channel_default_38" [label="(768,)", style=solid]; -"771 linear_37_scale_0" -> "775 dequantize_per_channel_default_38" [label="(768,)", style=solid]; -"772 linear_37_zero_point_0" -> "774 quantize_per_channel_default_38" [label="(768,)", style=solid]; -"772 linear_37_zero_point_0" -> "775 dequantize_per_channel_default_38" [label="(768,)", style=solid]; -"773 compressed_weight_updated_constant38" -> "774 quantize_per_channel_default_38" [label="(768, 768)", style=solid]; -"774 quantize_per_channel_default_38" -> "775 dequantize_per_channel_default_38" [label="(768, 768)", style=solid]; -"775 dequantize_per_channel_default_38" -> "776 linear_37" [label="(768, 768)", style=solid]; +"766 view_78" -> "767 view_78_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"767 view_78_0_0_nncf_smooth_quant_0" -> "768 quantize_per_tensor_default_58" [label="(197, 768)", style=solid]; +"768 quantize_per_tensor_default_58" -> "769 dequantize_per_tensor_default_58" [label="(197, 768)", style=solid]; +"769 dequantize_per_tensor_default_58" -> "776 linear_37" [label="(197, 768)", style=solid]; +"770 linear_37_scale_0" -> "773 quantize_per_channel_default_38" [label="(768,)", style=solid]; +"770 linear_37_scale_0" -> "774 dequantize_per_channel_default_38" [label="(768,)", style=solid]; +"771 linear_37_zero_point_0" -> "773 quantize_per_channel_default_38" [label="(768,)", style=solid]; +"771 linear_37_zero_point_0" -> "774 dequantize_per_channel_default_38" [label="(768,)", style=solid]; +"772 compressed_weight_updated_constant38" -> "773 quantize_per_channel_default_38" [label="(768, 768)", style=solid]; +"773 quantize_per_channel_default_38" -> "774 dequantize_per_channel_default_38" [label="(768, 768)", style=solid]; +"774 dequantize_per_channel_default_38" -> "776 linear_37" [label="(768, 768)", style=solid]; +"775 _param_constant117_0_0" -> "776 linear_37" [label="(768,)", style=solid]; "776 linear_37" -> "777 view_79" [label="(197, 768)", style=solid]; "777 view_79" -> "778 transpose_59" [label="(197, 1, 768)", style=solid]; "778 transpose_59" -> "779 dropout_28" [label="(1, 197, 768)", style=solid]; @@ -1882,32 +1882,32 @@ strict digraph { "780 add_19" -> "807 add_20" [label="(1, 197, 768)", style=solid]; "781 _param_constant118" -> "783 layer_norm_19" [label="(768,)", style=solid]; "782 _param_constant119" -> "783 layer_norm_19" [label="(768,)", style=solid]; -"783 layer_norm_19" -> "785 layer_norm_19_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"784 _param_constant121" -> "793 linear_38" [label="(3072,)", style=solid]; -"785 layer_norm_19_0_0_nncf_smooth_quant_0" -> "786 quantize_per_tensor_default_59" [label="(1, 197, 768)", style=solid]; -"786 quantize_per_tensor_default_59" -> "787 dequantize_per_tensor_default_59" [label="(1, 197, 768)", style=solid]; -"787 dequantize_per_tensor_default_59" -> "793 linear_38" [label="(1, 197, 768)", style=solid]; -"788 linear_38_scale_0" -> "791 quantize_per_channel_default_39" [label="(3072,)", style=solid]; -"788 linear_38_scale_0" -> "792 dequantize_per_channel_default_39" [label="(3072,)", style=solid]; -"789 linear_38_zero_point_0" -> "791 quantize_per_channel_default_39" [label="(3072,)", style=solid]; -"789 linear_38_zero_point_0" -> "792 dequantize_per_channel_default_39" [label="(3072,)", style=solid]; -"790 compressed_weight_updated_constant39" -> "791 quantize_per_channel_default_39" [label="(3072, 768)", style=solid]; -"791 quantize_per_channel_default_39" -> "792 dequantize_per_channel_default_39" [label="(3072, 768)", style=solid]; -"792 dequantize_per_channel_default_39" -> "793 linear_38" [label="(3072, 768)", style=solid]; +"783 layer_norm_19" -> "784 layer_norm_19_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"784 layer_norm_19_0_0_nncf_smooth_quant_0" -> "785 quantize_per_tensor_default_59" [label="(1, 197, 768)", style=solid]; +"785 quantize_per_tensor_default_59" -> "786 dequantize_per_tensor_default_59" [label="(1, 197, 768)", style=solid]; +"786 dequantize_per_tensor_default_59" -> "793 linear_38" [label="(1, 197, 768)", style=solid]; +"787 linear_38_scale_0" -> "790 quantize_per_channel_default_39" [label="(3072,)", style=solid]; +"787 linear_38_scale_0" -> "791 dequantize_per_channel_default_39" [label="(3072,)", style=solid]; +"788 linear_38_zero_point_0" -> "790 quantize_per_channel_default_39" [label="(3072,)", style=solid]; +"788 linear_38_zero_point_0" -> "791 dequantize_per_channel_default_39" [label="(3072,)", style=solid]; +"789 compressed_weight_updated_constant39" -> "790 quantize_per_channel_default_39" [label="(3072, 768)", style=solid]; +"790 quantize_per_channel_default_39" -> "791 dequantize_per_channel_default_39" [label="(3072, 768)", style=solid]; +"791 dequantize_per_channel_default_39" -> "793 linear_38" [label="(3072, 768)", style=solid]; +"792 _param_constant121_0_0" -> "793 linear_38" [label="(3072,)", style=solid]; "793 linear_38" -> "794 gelu_9" [label="(1, 197, 3072)", style=solid]; "794 gelu_9" -> "795 dropout_29" [label="(1, 197, 3072)", style=solid]; -"795 dropout_29" -> "797 dropout_29_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"796 _param_constant123" -> "805 linear_39" [label="(768,)", style=solid]; -"797 dropout_29_0_0_nncf_smooth_quant_0" -> "798 quantize_per_tensor_default_60" [label="(1, 197, 3072)", style=solid]; -"798 quantize_per_tensor_default_60" -> "799 dequantize_per_tensor_default_60" [label="(1, 197, 3072)", style=solid]; -"799 dequantize_per_tensor_default_60" -> "805 linear_39" [label="(1, 197, 3072)", style=solid]; -"800 linear_39_scale_0" -> "803 quantize_per_channel_default_40" [label="(768,)", style=solid]; -"800 linear_39_scale_0" -> "804 dequantize_per_channel_default_40" [label="(768,)", style=solid]; -"801 linear_39_zero_point_0" -> "803 quantize_per_channel_default_40" [label="(768,)", style=solid]; -"801 linear_39_zero_point_0" -> "804 dequantize_per_channel_default_40" [label="(768,)", style=solid]; -"802 compressed_weight_updated_constant40" -> "803 quantize_per_channel_default_40" [label="(768, 3072)", style=solid]; -"803 quantize_per_channel_default_40" -> "804 dequantize_per_channel_default_40" [label="(768, 3072)", style=solid]; -"804 dequantize_per_channel_default_40" -> "805 linear_39" [label="(768, 3072)", style=solid]; +"795 dropout_29" -> "796 dropout_29_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"796 dropout_29_0_0_nncf_smooth_quant_0" -> "797 quantize_per_tensor_default_60" [label="(1, 197, 3072)", style=solid]; +"797 quantize_per_tensor_default_60" -> "798 dequantize_per_tensor_default_60" [label="(1, 197, 3072)", style=solid]; +"798 dequantize_per_tensor_default_60" -> "805 linear_39" [label="(1, 197, 3072)", style=solid]; +"799 linear_39_scale_0" -> "802 quantize_per_channel_default_40" [label="(768,)", style=solid]; +"799 linear_39_scale_0" -> "803 dequantize_per_channel_default_40" [label="(768,)", style=solid]; +"800 linear_39_zero_point_0" -> "802 quantize_per_channel_default_40" [label="(768,)", style=solid]; +"800 linear_39_zero_point_0" -> "803 dequantize_per_channel_default_40" [label="(768,)", style=solid]; +"801 compressed_weight_updated_constant40" -> "802 quantize_per_channel_default_40" [label="(768, 3072)", style=solid]; +"802 quantize_per_channel_default_40" -> "803 dequantize_per_channel_default_40" [label="(768, 3072)", style=solid]; +"803 dequantize_per_channel_default_40" -> "805 linear_39" [label="(768, 3072)", style=solid]; +"804 _param_constant123_0_0" -> "805 linear_39" [label="(768,)", style=solid]; "805 linear_39" -> "806 dropout_30" [label="(1, 197, 768)", style=solid]; "806 dropout_30" -> "807 add_20" [label="(1, 197, 768)", style=solid]; "807 add_20" -> "810 layer_norm_20" [label="(1, 197, 768)", style=solid]; @@ -1915,18 +1915,18 @@ strict digraph { "808 _param_constant124" -> "810 layer_norm_20" [label="(768,)", style=solid]; "809 _param_constant125" -> "810 layer_norm_20" [label="(768,)", style=solid]; "810 layer_norm_20" -> "811 transpose_60" [label="(1, 197, 768)", style=solid]; -"811 transpose_60" -> "813 transpose_60_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"812 _param_constant127" -> "821 linear_40" [label="(2304,)", style=solid]; -"813 transpose_60_0_0_nncf_smooth_quant_0" -> "814 quantize_per_tensor_default_61" [label="(197, 1, 768)", style=solid]; -"814 quantize_per_tensor_default_61" -> "815 dequantize_per_tensor_default_61" [label="(197, 1, 768)", style=solid]; -"815 dequantize_per_tensor_default_61" -> "821 linear_40" [label="(197, 1, 768)", style=solid]; -"816 linear_40_scale_0" -> "819 quantize_per_channel_default_41" [label="(2304,)", style=solid]; -"816 linear_40_scale_0" -> "820 dequantize_per_channel_default_41" [label="(2304,)", style=solid]; -"817 linear_40_zero_point_0" -> "819 quantize_per_channel_default_41" [label="(2304,)", style=solid]; -"817 linear_40_zero_point_0" -> "820 dequantize_per_channel_default_41" [label="(2304,)", style=solid]; -"818 compressed_weight_updated_constant41" -> "819 quantize_per_channel_default_41" [label="(2304, 768)", style=solid]; -"819 quantize_per_channel_default_41" -> "820 dequantize_per_channel_default_41" [label="(2304, 768)", style=solid]; -"820 dequantize_per_channel_default_41" -> "821 linear_40" [label="(2304, 768)", style=solid]; +"811 transpose_60" -> "812 transpose_60_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"812 transpose_60_0_0_nncf_smooth_quant_0" -> "813 quantize_per_tensor_default_61" [label="(197, 1, 768)", style=solid]; +"813 quantize_per_tensor_default_61" -> "814 dequantize_per_tensor_default_61" [label="(197, 1, 768)", style=solid]; +"814 dequantize_per_tensor_default_61" -> "821 linear_40" [label="(197, 1, 768)", style=solid]; +"815 linear_40_scale_0" -> "818 quantize_per_channel_default_41" [label="(2304,)", style=solid]; +"815 linear_40_scale_0" -> "819 dequantize_per_channel_default_41" [label="(2304,)", style=solid]; +"816 linear_40_zero_point_0" -> "818 quantize_per_channel_default_41" [label="(2304,)", style=solid]; +"816 linear_40_zero_point_0" -> "819 dequantize_per_channel_default_41" [label="(2304,)", style=solid]; +"817 compressed_weight_updated_constant41" -> "818 quantize_per_channel_default_41" [label="(2304, 768)", style=solid]; +"818 quantize_per_channel_default_41" -> "819 dequantize_per_channel_default_41" [label="(2304, 768)", style=solid]; +"819 dequantize_per_channel_default_41" -> "821 linear_40" [label="(2304, 768)", style=solid]; +"820 _param_constant127_0_0" -> "821 linear_40" [label="(2304,)", style=solid]; "821 linear_40" -> "822 unflatten_10" [label="(197, 1, 2304)", style=solid]; "822 unflatten_10" -> "823 unsqueeze_10" [label="(197, 1, 3, 768)", style=solid]; "823 unsqueeze_10" -> "824 transpose_61" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -1953,18 +1953,18 @@ strict digraph { "842 view_85" -> "843 scaled_dot_product_attention_10" [label="(1, 12, 197, 64)", style=solid]; "843 scaled_dot_product_attention_10" -> "844 permute_11" [label="(1, 12, 197, 64)", style=solid]; "844 permute_11" -> "845 view_86" [label="(197, 1, 12, 64)", style=solid]; -"845 view_86" -> "847 view_86_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"846 _param_constant129" -> "855 linear_41" [label="(768,)", style=solid]; -"847 view_86_0_0_nncf_smooth_quant_0" -> "848 quantize_per_tensor_default_64" [label="(197, 768)", style=solid]; -"848 quantize_per_tensor_default_64" -> "849 dequantize_per_tensor_default_64" [label="(197, 768)", style=solid]; -"849 dequantize_per_tensor_default_64" -> "855 linear_41" [label="(197, 768)", style=solid]; -"850 linear_41_scale_0" -> "853 quantize_per_channel_default_42" [label="(768,)", style=solid]; -"850 linear_41_scale_0" -> "854 dequantize_per_channel_default_42" [label="(768,)", style=solid]; -"851 linear_41_zero_point_0" -> "853 quantize_per_channel_default_42" [label="(768,)", style=solid]; -"851 linear_41_zero_point_0" -> "854 dequantize_per_channel_default_42" [label="(768,)", style=solid]; -"852 compressed_weight_updated_constant42" -> "853 quantize_per_channel_default_42" [label="(768, 768)", style=solid]; -"853 quantize_per_channel_default_42" -> "854 dequantize_per_channel_default_42" [label="(768, 768)", style=solid]; -"854 dequantize_per_channel_default_42" -> "855 linear_41" [label="(768, 768)", style=solid]; +"845 view_86" -> "846 view_86_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"846 view_86_0_0_nncf_smooth_quant_0" -> "847 quantize_per_tensor_default_64" [label="(197, 768)", style=solid]; +"847 quantize_per_tensor_default_64" -> "848 dequantize_per_tensor_default_64" [label="(197, 768)", style=solid]; +"848 dequantize_per_tensor_default_64" -> "855 linear_41" [label="(197, 768)", style=solid]; +"849 linear_41_scale_0" -> "852 quantize_per_channel_default_42" [label="(768,)", style=solid]; +"849 linear_41_scale_0" -> "853 dequantize_per_channel_default_42" [label="(768,)", style=solid]; +"850 linear_41_zero_point_0" -> "852 quantize_per_channel_default_42" [label="(768,)", style=solid]; +"850 linear_41_zero_point_0" -> "853 dequantize_per_channel_default_42" [label="(768,)", style=solid]; +"851 compressed_weight_updated_constant42" -> "852 quantize_per_channel_default_42" [label="(768, 768)", style=solid]; +"852 quantize_per_channel_default_42" -> "853 dequantize_per_channel_default_42" [label="(768, 768)", style=solid]; +"853 dequantize_per_channel_default_42" -> "855 linear_41" [label="(768, 768)", style=solid]; +"854 _param_constant129_0_0" -> "855 linear_41" [label="(768,)", style=solid]; "855 linear_41" -> "856 view_87" [label="(197, 768)", style=solid]; "856 view_87" -> "857 transpose_65" [label="(197, 1, 768)", style=solid]; "857 transpose_65" -> "858 dropout_31" [label="(1, 197, 768)", style=solid]; @@ -1973,32 +1973,32 @@ strict digraph { "859 add_21" -> "886 add_22" [label="(1, 197, 768)", style=solid]; "860 _param_constant130" -> "862 layer_norm_21" [label="(768,)", style=solid]; "861 _param_constant131" -> "862 layer_norm_21" [label="(768,)", style=solid]; -"862 layer_norm_21" -> "864 layer_norm_21_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"863 _param_constant133" -> "872 linear_42" [label="(3072,)", style=solid]; -"864 layer_norm_21_0_0_nncf_smooth_quant_0" -> "865 quantize_per_tensor_default_65" [label="(1, 197, 768)", style=solid]; -"865 quantize_per_tensor_default_65" -> "866 dequantize_per_tensor_default_65" [label="(1, 197, 768)", style=solid]; -"866 dequantize_per_tensor_default_65" -> "872 linear_42" [label="(1, 197, 768)", style=solid]; -"867 linear_42_scale_0" -> "870 quantize_per_channel_default_43" [label="(3072,)", style=solid]; -"867 linear_42_scale_0" -> "871 dequantize_per_channel_default_43" [label="(3072,)", style=solid]; -"868 linear_42_zero_point_0" -> "870 quantize_per_channel_default_43" [label="(3072,)", style=solid]; -"868 linear_42_zero_point_0" -> "871 dequantize_per_channel_default_43" [label="(3072,)", style=solid]; -"869 compressed_weight_updated_constant43" -> "870 quantize_per_channel_default_43" [label="(3072, 768)", style=solid]; -"870 quantize_per_channel_default_43" -> "871 dequantize_per_channel_default_43" [label="(3072, 768)", style=solid]; -"871 dequantize_per_channel_default_43" -> "872 linear_42" [label="(3072, 768)", style=solid]; +"862 layer_norm_21" -> "863 layer_norm_21_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"863 layer_norm_21_0_0_nncf_smooth_quant_0" -> "864 quantize_per_tensor_default_65" [label="(1, 197, 768)", style=solid]; +"864 quantize_per_tensor_default_65" -> "865 dequantize_per_tensor_default_65" [label="(1, 197, 768)", style=solid]; +"865 dequantize_per_tensor_default_65" -> "872 linear_42" [label="(1, 197, 768)", style=solid]; +"866 linear_42_scale_0" -> "869 quantize_per_channel_default_43" [label="(3072,)", style=solid]; +"866 linear_42_scale_0" -> "870 dequantize_per_channel_default_43" [label="(3072,)", style=solid]; +"867 linear_42_zero_point_0" -> "869 quantize_per_channel_default_43" [label="(3072,)", style=solid]; +"867 linear_42_zero_point_0" -> "870 dequantize_per_channel_default_43" [label="(3072,)", style=solid]; +"868 compressed_weight_updated_constant43" -> "869 quantize_per_channel_default_43" [label="(3072, 768)", style=solid]; +"869 quantize_per_channel_default_43" -> "870 dequantize_per_channel_default_43" [label="(3072, 768)", style=solid]; +"870 dequantize_per_channel_default_43" -> "872 linear_42" [label="(3072, 768)", style=solid]; +"871 _param_constant133_0_0" -> "872 linear_42" [label="(3072,)", style=solid]; "872 linear_42" -> "873 gelu_10" [label="(1, 197, 3072)", style=solid]; "873 gelu_10" -> "874 dropout_32" [label="(1, 197, 3072)", style=solid]; -"874 dropout_32" -> "876 dropout_32_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"875 _param_constant135" -> "884 linear_43" [label="(768,)", style=solid]; -"876 dropout_32_0_0_nncf_smooth_quant_0" -> "877 quantize_per_tensor_default_66" [label="(1, 197, 3072)", style=solid]; -"877 quantize_per_tensor_default_66" -> "878 dequantize_per_tensor_default_66" [label="(1, 197, 3072)", style=solid]; -"878 dequantize_per_tensor_default_66" -> "884 linear_43" [label="(1, 197, 3072)", style=solid]; -"879 linear_43_scale_0" -> "882 quantize_per_channel_default_44" [label="(768,)", style=solid]; -"879 linear_43_scale_0" -> "883 dequantize_per_channel_default_44" [label="(768,)", style=solid]; -"880 linear_43_zero_point_0" -> "882 quantize_per_channel_default_44" [label="(768,)", style=solid]; -"880 linear_43_zero_point_0" -> "883 dequantize_per_channel_default_44" [label="(768,)", style=solid]; -"881 compressed_weight_updated_constant44" -> "882 quantize_per_channel_default_44" [label="(768, 3072)", style=solid]; -"882 quantize_per_channel_default_44" -> "883 dequantize_per_channel_default_44" [label="(768, 3072)", style=solid]; -"883 dequantize_per_channel_default_44" -> "884 linear_43" [label="(768, 3072)", style=solid]; +"874 dropout_32" -> "875 dropout_32_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"875 dropout_32_0_0_nncf_smooth_quant_0" -> "876 quantize_per_tensor_default_66" [label="(1, 197, 3072)", style=solid]; +"876 quantize_per_tensor_default_66" -> "877 dequantize_per_tensor_default_66" [label="(1, 197, 3072)", style=solid]; +"877 dequantize_per_tensor_default_66" -> "884 linear_43" [label="(1, 197, 3072)", style=solid]; +"878 linear_43_scale_0" -> "881 quantize_per_channel_default_44" [label="(768,)", style=solid]; +"878 linear_43_scale_0" -> "882 dequantize_per_channel_default_44" [label="(768,)", style=solid]; +"879 linear_43_zero_point_0" -> "881 quantize_per_channel_default_44" [label="(768,)", style=solid]; +"879 linear_43_zero_point_0" -> "882 dequantize_per_channel_default_44" [label="(768,)", style=solid]; +"880 compressed_weight_updated_constant44" -> "881 quantize_per_channel_default_44" [label="(768, 3072)", style=solid]; +"881 quantize_per_channel_default_44" -> "882 dequantize_per_channel_default_44" [label="(768, 3072)", style=solid]; +"882 dequantize_per_channel_default_44" -> "884 linear_43" [label="(768, 3072)", style=solid]; +"883 _param_constant135_0_0" -> "884 linear_43" [label="(768,)", style=solid]; "884 linear_43" -> "885 dropout_33" [label="(1, 197, 768)", style=solid]; "885 dropout_33" -> "886 add_22" [label="(1, 197, 768)", style=solid]; "886 add_22" -> "889 layer_norm_22" [label="(1, 197, 768)", style=solid]; @@ -2006,18 +2006,18 @@ strict digraph { "887 _param_constant136" -> "889 layer_norm_22" [label="(768,)", style=solid]; "888 _param_constant137" -> "889 layer_norm_22" [label="(768,)", style=solid]; "889 layer_norm_22" -> "890 transpose_66" [label="(1, 197, 768)", style=solid]; -"890 transpose_66" -> "892 transpose_66_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; -"891 _param_constant139" -> "900 linear_44" [label="(2304,)", style=solid]; -"892 transpose_66_0_0_nncf_smooth_quant_0" -> "893 quantize_per_tensor_default_67" [label="(197, 1, 768)", style=solid]; -"893 quantize_per_tensor_default_67" -> "894 dequantize_per_tensor_default_67" [label="(197, 1, 768)", style=solid]; -"894 dequantize_per_tensor_default_67" -> "900 linear_44" [label="(197, 1, 768)", style=solid]; -"895 linear_44_scale_0" -> "898 quantize_per_channel_default_45" [label="(2304,)", style=solid]; -"895 linear_44_scale_0" -> "899 dequantize_per_channel_default_45" [label="(2304,)", style=solid]; -"896 linear_44_zero_point_0" -> "898 quantize_per_channel_default_45" [label="(2304,)", style=solid]; -"896 linear_44_zero_point_0" -> "899 dequantize_per_channel_default_45" [label="(2304,)", style=solid]; -"897 compressed_weight_updated_constant45" -> "898 quantize_per_channel_default_45" [label="(2304, 768)", style=solid]; -"898 quantize_per_channel_default_45" -> "899 dequantize_per_channel_default_45" [label="(2304, 768)", style=solid]; -"899 dequantize_per_channel_default_45" -> "900 linear_44" [label="(2304, 768)", style=solid]; +"890 transpose_66" -> "891 transpose_66_0_0_nncf_smooth_quant_0" [label="(197, 1, 768)", style=solid]; +"891 transpose_66_0_0_nncf_smooth_quant_0" -> "892 quantize_per_tensor_default_67" [label="(197, 1, 768)", style=solid]; +"892 quantize_per_tensor_default_67" -> "893 dequantize_per_tensor_default_67" [label="(197, 1, 768)", style=solid]; +"893 dequantize_per_tensor_default_67" -> "900 linear_44" [label="(197, 1, 768)", style=solid]; +"894 linear_44_scale_0" -> "897 quantize_per_channel_default_45" [label="(2304,)", style=solid]; +"894 linear_44_scale_0" -> "898 dequantize_per_channel_default_45" [label="(2304,)", style=solid]; +"895 linear_44_zero_point_0" -> "897 quantize_per_channel_default_45" [label="(2304,)", style=solid]; +"895 linear_44_zero_point_0" -> "898 dequantize_per_channel_default_45" [label="(2304,)", style=solid]; +"896 compressed_weight_updated_constant45" -> "897 quantize_per_channel_default_45" [label="(2304, 768)", style=solid]; +"897 quantize_per_channel_default_45" -> "898 dequantize_per_channel_default_45" [label="(2304, 768)", style=solid]; +"898 dequantize_per_channel_default_45" -> "900 linear_44" [label="(2304, 768)", style=solid]; +"899 _param_constant139_0_0" -> "900 linear_44" [label="(2304,)", style=solid]; "900 linear_44" -> "901 unflatten_11" [label="(197, 1, 2304)", style=solid]; "901 unflatten_11" -> "902 unsqueeze_11" [label="(197, 1, 3, 768)", style=solid]; "902 unsqueeze_11" -> "903 transpose_67" [label="(1, 197, 1, 3, 768)", style=solid]; @@ -2044,18 +2044,18 @@ strict digraph { "921 view_93" -> "922 scaled_dot_product_attention_11" [label="(1, 12, 197, 64)", style=solid]; "922 scaled_dot_product_attention_11" -> "923 permute_12" [label="(1, 12, 197, 64)", style=solid]; "923 permute_12" -> "924 view_94" [label="(197, 1, 12, 64)", style=solid]; -"924 view_94" -> "926 view_94_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; -"925 _param_constant141" -> "934 linear_45" [label="(768,)", style=solid]; -"926 view_94_0_0_nncf_smooth_quant_0" -> "927 quantize_per_tensor_default_70" [label="(197, 768)", style=solid]; -"927 quantize_per_tensor_default_70" -> "928 dequantize_per_tensor_default_70" [label="(197, 768)", style=solid]; -"928 dequantize_per_tensor_default_70" -> "934 linear_45" [label="(197, 768)", style=solid]; -"929 linear_45_scale_0" -> "932 quantize_per_channel_default_46" [label="(768,)", style=solid]; -"929 linear_45_scale_0" -> "933 dequantize_per_channel_default_46" [label="(768,)", style=solid]; -"930 linear_45_zero_point_0" -> "932 quantize_per_channel_default_46" [label="(768,)", style=solid]; -"930 linear_45_zero_point_0" -> "933 dequantize_per_channel_default_46" [label="(768,)", style=solid]; -"931 compressed_weight_updated_constant46" -> "932 quantize_per_channel_default_46" [label="(768, 768)", style=solid]; -"932 quantize_per_channel_default_46" -> "933 dequantize_per_channel_default_46" [label="(768, 768)", style=solid]; -"933 dequantize_per_channel_default_46" -> "934 linear_45" [label="(768, 768)", style=solid]; +"924 view_94" -> "925 view_94_0_0_nncf_smooth_quant_0" [label="(197, 768)", style=solid]; +"925 view_94_0_0_nncf_smooth_quant_0" -> "926 quantize_per_tensor_default_70" [label="(197, 768)", style=solid]; +"926 quantize_per_tensor_default_70" -> "927 dequantize_per_tensor_default_70" [label="(197, 768)", style=solid]; +"927 dequantize_per_tensor_default_70" -> "934 linear_45" [label="(197, 768)", style=solid]; +"928 linear_45_scale_0" -> "931 quantize_per_channel_default_46" [label="(768,)", style=solid]; +"928 linear_45_scale_0" -> "932 dequantize_per_channel_default_46" [label="(768,)", style=solid]; +"929 linear_45_zero_point_0" -> "931 quantize_per_channel_default_46" [label="(768,)", style=solid]; +"929 linear_45_zero_point_0" -> "932 dequantize_per_channel_default_46" [label="(768,)", style=solid]; +"930 compressed_weight_updated_constant46" -> "931 quantize_per_channel_default_46" [label="(768, 768)", style=solid]; +"931 quantize_per_channel_default_46" -> "932 dequantize_per_channel_default_46" [label="(768, 768)", style=solid]; +"932 dequantize_per_channel_default_46" -> "934 linear_45" [label="(768, 768)", style=solid]; +"933 _param_constant141_0_0" -> "934 linear_45" [label="(768,)", style=solid]; "934 linear_45" -> "935 view_95" [label="(197, 768)", style=solid]; "935 view_95" -> "936 transpose_71" [label="(197, 1, 768)", style=solid]; "936 transpose_71" -> "937 dropout_34" [label="(1, 197, 768)", style=solid]; @@ -2064,32 +2064,32 @@ strict digraph { "938 add_23" -> "965 add_24" [label="(1, 197, 768)", style=solid]; "939 _param_constant142" -> "941 layer_norm_23" [label="(768,)", style=solid]; "940 _param_constant143" -> "941 layer_norm_23" [label="(768,)", style=solid]; -"941 layer_norm_23" -> "943 layer_norm_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; -"942 _param_constant145" -> "951 linear_46" [label="(3072,)", style=solid]; -"943 layer_norm_23_0_0_nncf_smooth_quant_0" -> "944 quantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; -"944 quantize_per_tensor_default_71" -> "945 dequantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; -"945 dequantize_per_tensor_default_71" -> "951 linear_46" [label="(1, 197, 768)", style=solid]; -"946 linear_46_scale_0" -> "949 quantize_per_channel_default_47" [label="(3072,)", style=solid]; -"946 linear_46_scale_0" -> "950 dequantize_per_channel_default_47" [label="(3072,)", style=solid]; -"947 linear_46_zero_point_0" -> "949 quantize_per_channel_default_47" [label="(3072,)", style=solid]; -"947 linear_46_zero_point_0" -> "950 dequantize_per_channel_default_47" [label="(3072,)", style=solid]; -"948 compressed_weight_updated_constant47" -> "949 quantize_per_channel_default_47" [label="(3072, 768)", style=solid]; -"949 quantize_per_channel_default_47" -> "950 dequantize_per_channel_default_47" [label="(3072, 768)", style=solid]; -"950 dequantize_per_channel_default_47" -> "951 linear_46" [label="(3072, 768)", style=solid]; +"941 layer_norm_23" -> "942 layer_norm_23_0_0_nncf_smooth_quant_0" [label="(1, 197, 768)", style=solid]; +"942 layer_norm_23_0_0_nncf_smooth_quant_0" -> "943 quantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; +"943 quantize_per_tensor_default_71" -> "944 dequantize_per_tensor_default_71" [label="(1, 197, 768)", style=solid]; +"944 dequantize_per_tensor_default_71" -> "951 linear_46" [label="(1, 197, 768)", style=solid]; +"945 linear_46_scale_0" -> "948 quantize_per_channel_default_47" [label="(3072,)", style=solid]; +"945 linear_46_scale_0" -> "949 dequantize_per_channel_default_47" [label="(3072,)", style=solid]; +"946 linear_46_zero_point_0" -> "948 quantize_per_channel_default_47" [label="(3072,)", style=solid]; +"946 linear_46_zero_point_0" -> "949 dequantize_per_channel_default_47" [label="(3072,)", style=solid]; +"947 compressed_weight_updated_constant47" -> "948 quantize_per_channel_default_47" [label="(3072, 768)", style=solid]; +"948 quantize_per_channel_default_47" -> "949 dequantize_per_channel_default_47" [label="(3072, 768)", style=solid]; +"949 dequantize_per_channel_default_47" -> "951 linear_46" [label="(3072, 768)", style=solid]; +"950 _param_constant145_0_0" -> "951 linear_46" [label="(3072,)", style=solid]; "951 linear_46" -> "952 gelu_11" [label="(1, 197, 3072)", style=solid]; "952 gelu_11" -> "953 dropout_35" [label="(1, 197, 3072)", style=solid]; -"953 dropout_35" -> "955 dropout_35_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; -"954 _param_constant147" -> "963 linear_47" [label="(768,)", style=solid]; -"955 dropout_35_0_0_nncf_smooth_quant_0" -> "956 quantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; -"956 quantize_per_tensor_default_72" -> "957 dequantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; -"957 dequantize_per_tensor_default_72" -> "963 linear_47" [label="(1, 197, 3072)", style=solid]; -"958 linear_47_scale_0" -> "961 quantize_per_channel_default_48" [label="(768,)", style=solid]; -"958 linear_47_scale_0" -> "962 dequantize_per_channel_default_48" [label="(768,)", style=solid]; -"959 linear_47_zero_point_0" -> "961 quantize_per_channel_default_48" [label="(768,)", style=solid]; -"959 linear_47_zero_point_0" -> "962 dequantize_per_channel_default_48" [label="(768,)", style=solid]; -"960 compressed_weight_updated_constant48" -> "961 quantize_per_channel_default_48" [label="(768, 3072)", style=solid]; -"961 quantize_per_channel_default_48" -> "962 dequantize_per_channel_default_48" [label="(768, 3072)", style=solid]; -"962 dequantize_per_channel_default_48" -> "963 linear_47" [label="(768, 3072)", style=solid]; +"953 dropout_35" -> "954 dropout_35_0_0_nncf_smooth_quant_0" [label="(1, 197, 3072)", style=solid]; +"954 dropout_35_0_0_nncf_smooth_quant_0" -> "955 quantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; +"955 quantize_per_tensor_default_72" -> "956 dequantize_per_tensor_default_72" [label="(1, 197, 3072)", style=solid]; +"956 dequantize_per_tensor_default_72" -> "963 linear_47" [label="(1, 197, 3072)", style=solid]; +"957 linear_47_scale_0" -> "960 quantize_per_channel_default_48" [label="(768,)", style=solid]; +"957 linear_47_scale_0" -> "961 dequantize_per_channel_default_48" [label="(768,)", style=solid]; +"958 linear_47_zero_point_0" -> "960 quantize_per_channel_default_48" [label="(768,)", style=solid]; +"958 linear_47_zero_point_0" -> "961 dequantize_per_channel_default_48" [label="(768,)", style=solid]; +"959 compressed_weight_updated_constant48" -> "960 quantize_per_channel_default_48" [label="(768, 3072)", style=solid]; +"960 quantize_per_channel_default_48" -> "961 dequantize_per_channel_default_48" [label="(768, 3072)", style=solid]; +"961 dequantize_per_channel_default_48" -> "963 linear_47" [label="(768, 3072)", style=solid]; +"962 _param_constant147_0_0" -> "963 linear_47" [label="(768,)", style=solid]; "963 linear_47" -> "964 dropout_36" [label="(1, 197, 768)", style=solid]; "964 dropout_36" -> "965 add_24" [label="(1, 197, 768)", style=solid]; "965 add_24" -> "968 layer_norm_24" [label="(1, 197, 768)", style=solid]; @@ -2097,17 +2097,17 @@ strict digraph { "967 _param_constant149" -> "968 layer_norm_24" [label="(768,)", style=solid]; "968 layer_norm_24" -> "969 slice_1" [label="(1, 197, 768)", style=solid]; "969 slice_1" -> "970 select_36" [label="(1, 197, 768)", style=solid]; -"970 select_36" -> "972 select_36_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; -"971 _param_constant151" -> "980 linear_48" [label="(1000,)", style=solid]; -"972 select_36_0_0_nncf_smooth_quant_0" -> "973 quantize_per_tensor_default_73" [label="(1, 768)", style=solid]; -"973 quantize_per_tensor_default_73" -> "974 dequantize_per_tensor_default_73" [label="(1, 768)", style=solid]; -"974 dequantize_per_tensor_default_73" -> "980 linear_48" [label="(1, 768)", style=solid]; -"975 linear_48_scale_0" -> "978 quantize_per_channel_default_49" [label="(1000,)", style=solid]; -"975 linear_48_scale_0" -> "979 dequantize_per_channel_default_49" [label="(1000,)", style=solid]; -"976 linear_48_zero_point_0" -> "978 quantize_per_channel_default_49" [label="(1000,)", style=solid]; -"976 linear_48_zero_point_0" -> "979 dequantize_per_channel_default_49" [label="(1000,)", style=solid]; -"977 compressed_weight_updated_constant49" -> "978 quantize_per_channel_default_49" [label="(1000, 768)", style=solid]; -"978 quantize_per_channel_default_49" -> "979 dequantize_per_channel_default_49" [label="(1000, 768)", style=solid]; -"979 dequantize_per_channel_default_49" -> "980 linear_48" [label="(1000, 768)", style=solid]; +"970 select_36" -> "971 select_36_0_0_nncf_smooth_quant_0" [label="(1, 768)", style=solid]; +"971 select_36_0_0_nncf_smooth_quant_0" -> "972 quantize_per_tensor_default_73" [label="(1, 768)", style=solid]; +"972 quantize_per_tensor_default_73" -> "973 dequantize_per_tensor_default_73" [label="(1, 768)", style=solid]; +"973 dequantize_per_tensor_default_73" -> "980 linear_48" [label="(1, 768)", style=solid]; +"974 linear_48_scale_0" -> "977 quantize_per_channel_default_49" [label="(1000,)", style=solid]; +"974 linear_48_scale_0" -> "978 dequantize_per_channel_default_49" [label="(1000,)", style=solid]; +"975 linear_48_zero_point_0" -> "977 quantize_per_channel_default_49" [label="(1000,)", style=solid]; +"975 linear_48_zero_point_0" -> "978 dequantize_per_channel_default_49" [label="(1000,)", style=solid]; +"976 compressed_weight_updated_constant49" -> "977 quantize_per_channel_default_49" [label="(1000, 768)", style=solid]; +"977 quantize_per_channel_default_49" -> "978 dequantize_per_channel_default_49" [label="(1000, 768)", style=solid]; +"978 dequantize_per_channel_default_49" -> "980 linear_48" [label="(1000, 768)", style=solid]; +"979 _param_constant151_0_0" -> "980 linear_48" [label="(1000,)", style=solid]; "980 linear_48" -> "981 output" [label="(1, 1000)", style=solid]; } diff --git a/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_ph_invalid.dot b/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_ph_invalid.dot new file mode 100644 index 00000000000..5db5924962f --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_ph_invalid.dot @@ -0,0 +1,50 @@ +strict digraph { +"0 arg0_1" [id=0, type=input]; +"1 _param_constant0" [id=1, type=get_attr]; +"2 _param_constant1" [id=2, type=get_attr]; +"3 scale_node0" [id=3, type=get_attr]; +"4 weight_node0" [id=4, type=get_attr]; +"5 quantize_per_channel_default" [id=5, type=quantize_per_channel]; +"6 add_tensor_2" [id=6, type=add]; +"7 dequantize_per_channel_default" [id=7, type=dequantize_per_channel]; +"8 conv2d" [id=8, type=conv2d]; +"9 _param_constant2" [id=9, type=get_attr]; +"10 _param_constant3" [id=10, type=get_attr]; +"11 conv2d_1" [id=11, type=conv2d]; +"12 _tensor_constant0" [id=12, type=get_attr]; +"13 add_" [id=13, type=add_]; +"14 _tensor_constant0_1" [id=14, type=get_attr]; +"15 add__1" [id=15, type=add_]; +"16 add" [id=16, type=add]; +"17 _param_constant4" [id=17, type=get_attr]; +"18 _param_constant5" [id=18, type=get_attr]; +"19 conv2d_2" [id=19, type=conv2d]; +"20 _tensor_constant0_2" [id=20, type=get_attr]; +"21 add_1" [id=21, type=add]; +"22 output" [id=22, type=output]; +"0 arg0_1" -> "8 conv2d" [label="(1, 3, 224, 224)", style=solid]; +"1 _param_constant0" -> "5 quantize_per_channel_default" [label="(3, 3, 1, 1)", style=solid]; +"2 _param_constant1" -> "8 conv2d" [label="(3,)", style=solid]; +"3 scale_node0" -> "5 quantize_per_channel_default" [label="(3,)", style=solid]; +"3 scale_node0" -> "7 dequantize_per_channel_default" [label="(3,)", style=solid]; +"4 weight_node0" -> "5 quantize_per_channel_default" [label="(3,)", style=solid]; +"4 weight_node0" -> "7 dequantize_per_channel_default" [label="(3,)", style=solid]; +"5 quantize_per_channel_default" -> "6 add_tensor_2" [label="(3, 3, 1, 1)", style=solid]; +"6 add_tensor_2" -> "7 dequantize_per_channel_default" [label="(3, 3, 1, 1)", style=solid]; +"7 dequantize_per_channel_default" -> "8 conv2d" [label="(3, 3, 1, 1)", style=solid]; +"8 conv2d" -> "11 conv2d_1" [label="(1, 3, 224, 224)", style=solid]; +"8 conv2d" -> "13 add_" [label="(1, 3, 224, 224)", style=solid]; +"9 _param_constant2" -> "11 conv2d_1" [label="(3, 3, 1, 1)", style=solid]; +"10 _param_constant3" -> "11 conv2d_1" [label="(3,)", style=solid]; +"11 conv2d_1" -> "15 add__1" [label="(1, 3, 224, 224)", style=solid]; +"12 _tensor_constant0" -> "13 add_" [label="(1,)", style=solid]; +"13 add_" -> "16 add" [label="(1, 3, 224, 224)", style=solid]; +"14 _tensor_constant0_1" -> "15 add__1" [label="(1,)", style=solid]; +"15 add__1" -> "16 add" [label="(1, 3, 224, 224)", style=solid]; +"16 add" -> "19 conv2d_2" [label="(1, 3, 224, 224)", style=solid]; +"17 _param_constant4" -> "19 conv2d_2" [label="(3, 3, 1, 1)", style=solid]; +"18 _param_constant5" -> "19 conv2d_2" [label="(3,)", style=solid]; +"19 conv2d_2" -> "21 add_1" [label="(1, 3, 224, 224)", style=solid]; +"20 _tensor_constant0_2" -> "21 add_1" [label="(1,)", style=solid]; +"21 add_1" -> "22 output" [label="(1, 3, 224, 224)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_ph_valid.dot b/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_ph_valid.dot new file mode 100644 index 00000000000..232b2ba544a --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_ph_valid.dot @@ -0,0 +1,46 @@ +strict digraph { +"0 arg0_1" [id=0, type=input]; +"1 _param_constant1" [id=1, type=get_attr]; +"2 scale_updated_constant0" [id=2, type=get_attr]; +"3 compressed_weight_updated_constant0" [id=3, type=get_attr]; +"4 mul_tensor" [id=4, type=mul]; +"5 zero_point_updated_constant0" [id=5, type=get_attr]; +"6 sub_tensor" [id=6, type=sub]; +"7 conv2d" [id=7, type=conv2d]; +"8 _param_constant2" [id=8, type=get_attr]; +"9 _param_constant3" [id=9, type=get_attr]; +"10 conv2d_1" [id=10, type=conv2d]; +"11 _tensor_constant0" [id=11, type=get_attr]; +"12 add_" [id=12, type=add_]; +"13 _tensor_constant0_1" [id=13, type=get_attr]; +"14 add__1" [id=14, type=add_]; +"15 add" [id=15, type=add]; +"16 _param_constant4" [id=16, type=get_attr]; +"17 _param_constant5" [id=17, type=get_attr]; +"18 conv2d_2" [id=18, type=conv2d]; +"19 _tensor_constant0_2" [id=19, type=get_attr]; +"20 add_1" [id=20, type=add]; +"21 output" [id=21, type=output]; +"0 arg0_1" -> "7 conv2d" [label="(1, 3, 224, 224)", style=solid]; +"1 _param_constant1" -> "7 conv2d" [label="(3,)", style=solid]; +"2 scale_updated_constant0" -> "4 mul_tensor" [label="(3, 1, 1, 1)", style=solid]; +"3 compressed_weight_updated_constant0" -> "4 mul_tensor" [label="(3, 3, 1, 1)", style=solid]; +"4 mul_tensor" -> "6 sub_tensor" [label="(3, 3, 1, 1)", style=solid]; +"5 zero_point_updated_constant0" -> "6 sub_tensor" [label="(3, 1, 1, 1)", style=solid]; +"6 sub_tensor" -> "7 conv2d" [label="(3, 3, 1, 1)", style=solid]; +"7 conv2d" -> "10 conv2d_1" [label="(1, 3, 224, 224)", style=solid]; +"7 conv2d" -> "12 add_" [label="(1, 3, 224, 224)", style=solid]; +"8 _param_constant2" -> "10 conv2d_1" [label="(3, 3, 1, 1)", style=solid]; +"9 _param_constant3" -> "10 conv2d_1" [label="(3,)", style=solid]; +"10 conv2d_1" -> "14 add__1" [label="(1, 3, 224, 224)", style=solid]; +"11 _tensor_constant0" -> "12 add_" [label="(1,)", style=solid]; +"12 add_" -> "15 add" [label="(1, 3, 224, 224)", style=solid]; +"13 _tensor_constant0_1" -> "14 add__1" [label="(1,)", style=solid]; +"14 add__1" -> "15 add" [label="(1, 3, 224, 224)", style=solid]; +"15 add" -> "18 conv2d_2" [label="(1, 3, 224, 224)", style=solid]; +"16 _param_constant4" -> "18 conv2d_2" [label="(3, 3, 1, 1)", style=solid]; +"17 _param_constant5" -> "18 conv2d_2" [label="(3,)", style=solid]; +"18 conv2d_2" -> "20 add_1" [label="(1, 3, 224, 224)", style=solid]; +"19 _tensor_constant0_2" -> "20 add_1" [label="(1,)", style=solid]; +"20 add_1" -> "21 output" [label="(1, 3, 224, 224)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_pt_invalid.dot b/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_pt_invalid.dot new file mode 100644 index 00000000000..c603317a2d1 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_pt_invalid.dot @@ -0,0 +1,44 @@ +strict digraph { +"0 arg0_1" [id=0, type=input]; +"1 _param_constant0" [id=1, type=get_attr]; +"2 _param_constant1" [id=2, type=get_attr]; +"3 quantize_per_tensor_default" [id=3, type=quantize_per_tensor]; +"4 add_tensor_2" [id=4, type=add]; +"5 dequantize_per_tensor_default" [id=5, type=dequantize_per_tensor]; +"6 conv2d" [id=6, type=conv2d]; +"7 _param_constant2" [id=7, type=get_attr]; +"8 _param_constant3" [id=8, type=get_attr]; +"9 conv2d_1" [id=9, type=conv2d]; +"10 _tensor_constant0" [id=10, type=get_attr]; +"11 add_" [id=11, type=add_]; +"12 _tensor_constant0_1" [id=12, type=get_attr]; +"13 add__1" [id=13, type=add_]; +"14 add" [id=14, type=add]; +"15 _param_constant4" [id=15, type=get_attr]; +"16 _param_constant5" [id=16, type=get_attr]; +"17 conv2d_2" [id=17, type=conv2d]; +"18 _tensor_constant0_2" [id=18, type=get_attr]; +"19 add_1" [id=19, type=add]; +"20 output" [id=20, type=output]; +"0 arg0_1" -> "6 conv2d" [label="(1, 3, 224, 224)", style=solid]; +"1 _param_constant0" -> "3 quantize_per_tensor_default" [label="(3, 3, 1, 1)", style=solid]; +"2 _param_constant1" -> "6 conv2d" [label="(3,)", style=solid]; +"3 quantize_per_tensor_default" -> "4 add_tensor_2" [label="(3, 3, 1, 1)", style=solid]; +"4 add_tensor_2" -> "5 dequantize_per_tensor_default" [label="(3, 3, 1, 1)", style=solid]; +"5 dequantize_per_tensor_default" -> "6 conv2d" [label="(3, 3, 1, 1)", style=solid]; +"6 conv2d" -> "9 conv2d_1" [label="(1, 3, 224, 224)", style=solid]; +"6 conv2d" -> "11 add_" [label="(1, 3, 224, 224)", style=solid]; +"7 _param_constant2" -> "9 conv2d_1" [label="(3, 3, 1, 1)", style=solid]; +"8 _param_constant3" -> "9 conv2d_1" [label="(3,)", style=solid]; +"9 conv2d_1" -> "13 add__1" [label="(1, 3, 224, 224)", style=solid]; +"10 _tensor_constant0" -> "11 add_" [label="(1,)", style=solid]; +"11 add_" -> "14 add" [label="(1, 3, 224, 224)", style=solid]; +"12 _tensor_constant0_1" -> "13 add__1" [label="(1,)", style=solid]; +"13 add__1" -> "14 add" [label="(1, 3, 224, 224)", style=solid]; +"14 add" -> "17 conv2d_2" [label="(1, 3, 224, 224)", style=solid]; +"15 _param_constant4" -> "17 conv2d_2" [label="(3, 3, 1, 1)", style=solid]; +"16 _param_constant5" -> "17 conv2d_2" [label="(3,)", style=solid]; +"17 conv2d_2" -> "19 add_1" [label="(1, 3, 224, 224)", style=solid]; +"18 _tensor_constant0_2" -> "19 add_1" [label="(1,)", style=solid]; +"19 add_1" -> "20 output" [label="(1, 3, 224, 224)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_pt_valid.dot b/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_pt_valid.dot new file mode 100644 index 00000000000..d4b52ec0840 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/transformed/compress_post_quantize_pt_valid.dot @@ -0,0 +1,42 @@ +strict digraph { +"0 arg0_1" [id=0, type=input]; +"1 _param_constant1" [id=1, type=get_attr]; +"2 compressed_weight_updated_constant0" [id=2, type=get_attr]; +"3 mul_tensor" [id=3, type=mul]; +"4 sub_tensor" [id=4, type=sub]; +"5 conv2d" [id=5, type=conv2d]; +"6 _param_constant2" [id=6, type=get_attr]; +"7 _param_constant3" [id=7, type=get_attr]; +"8 conv2d_1" [id=8, type=conv2d]; +"9 _tensor_constant0" [id=9, type=get_attr]; +"10 add_" [id=10, type=add_]; +"11 _tensor_constant0_1" [id=11, type=get_attr]; +"12 add__1" [id=12, type=add_]; +"13 add" [id=13, type=add]; +"14 _param_constant4" [id=14, type=get_attr]; +"15 _param_constant5" [id=15, type=get_attr]; +"16 conv2d_2" [id=16, type=conv2d]; +"17 _tensor_constant0_2" [id=17, type=get_attr]; +"18 add_1" [id=18, type=add]; +"19 output" [id=19, type=output]; +"0 arg0_1" -> "5 conv2d" [label="(1, 3, 224, 224)", style=solid]; +"1 _param_constant1" -> "5 conv2d" [label="(3,)", style=solid]; +"2 compressed_weight_updated_constant0" -> "3 mul_tensor" [label="(3, 3, 1, 1)", style=solid]; +"3 mul_tensor" -> "4 sub_tensor" [label="(3, 3, 1, 1)", style=solid]; +"4 sub_tensor" -> "5 conv2d" [label="(3, 3, 1, 1)", style=solid]; +"5 conv2d" -> "8 conv2d_1" [label="(1, 3, 224, 224)", style=solid]; +"5 conv2d" -> "10 add_" [label="(1, 3, 224, 224)", style=solid]; +"6 _param_constant2" -> "8 conv2d_1" [label="(3, 3, 1, 1)", style=solid]; +"7 _param_constant3" -> "8 conv2d_1" [label="(3,)", style=solid]; +"8 conv2d_1" -> "12 add__1" [label="(1, 3, 224, 224)", style=solid]; +"9 _tensor_constant0" -> "10 add_" [label="(1,)", style=solid]; +"10 add_" -> "13 add" [label="(1, 3, 224, 224)", style=solid]; +"11 _tensor_constant0_1" -> "12 add__1" [label="(1,)", style=solid]; +"12 add__1" -> "13 add" [label="(1, 3, 224, 224)", style=solid]; +"13 add" -> "16 conv2d_2" [label="(1, 3, 224, 224)", style=solid]; +"14 _param_constant4" -> "16 conv2d_2" [label="(3, 3, 1, 1)", style=solid]; +"15 _param_constant5" -> "16 conv2d_2" [label="(3,)", style=solid]; +"16 conv2d_2" -> "18 add_1" [label="(1, 3, 224, 224)", style=solid]; +"17 _tensor_constant0_2" -> "18 add_1" [label="(1,)", style=solid]; +"18 add_1" -> "19 output" [label="(1, 3, 224, 224)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/transformed/folded_model.dot b/tests/torch/data/reference_graphs/fx/transformed/folded_model.dot new file mode 100644 index 00000000000..5c9bc911d09 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/transformed/folded_model.dot @@ -0,0 +1,15 @@ +strict digraph { +"0 arg0_1" [id=0, type=input]; +"1 _frozen_param0" [id=1, type=get_attr]; +"2 _param_constant3" [id=2, type=get_attr]; +"3 _param_constant4" [id=3, type=get_attr]; +"4 linear_1" [id=4, type=linear]; +"5 add" [id=5, type=add]; +"6 output" [id=6, type=output]; +"0 arg0_1" -> "4 linear_1" [label="(1, 3, 3, 3)", style=solid]; +"1 _frozen_param0" -> "5 add" [label="(3, 3)", style=solid]; +"2 _param_constant3" -> "4 linear_1" [label="(3, 3)", style=solid]; +"3 _param_constant4" -> "4 linear_1" [label="(3,)", style=solid]; +"4 linear_1" -> "5 add" [label="(1, 3, 3, 3)", style=solid]; +"5 add" -> "6 output" [label="(1, 3, 3, 3)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_ph.dot b/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_ph.dot new file mode 100644 index 00000000000..ec743cabec6 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_ph.dot @@ -0,0 +1,25 @@ +strict digraph { +"0 arg0_1" [id=0, type=input]; +"1 _frozen_param0" [id=1, type=get_attr]; +"2 _param_constant3" [id=2, type=get_attr]; +"3 _param_constant4" [id=3, type=get_attr]; +"4 scale_node0" [id=4, type=get_attr]; +"5 weight_node0" [id=5, type=get_attr]; +"6 quantize_per_channel_default" [id=6, type=quantize_per_channel]; +"7 dequantize_per_channel_default" [id=7, type=dequantize_per_channel]; +"8 linear_1" [id=8, type=linear]; +"9 add" [id=9, type=add]; +"10 output" [id=10, type=output]; +"0 arg0_1" -> "8 linear_1" [label="(1, 3, 3, 3)", style=solid]; +"1 _frozen_param0" -> "9 add" [label="(3, 3)", style=solid]; +"2 _param_constant3" -> "6 quantize_per_channel_default" [label="(3, 3)", style=solid]; +"3 _param_constant4" -> "8 linear_1" [label="(3,)", style=solid]; +"4 scale_node0" -> "6 quantize_per_channel_default" [label="(3,)", style=solid]; +"4 scale_node0" -> "7 dequantize_per_channel_default" [label="(3,)", style=solid]; +"5 weight_node0" -> "6 quantize_per_channel_default" [label="(3,)", style=solid]; +"5 weight_node0" -> "7 dequantize_per_channel_default" [label="(3,)", style=solid]; +"6 quantize_per_channel_default" -> "7 dequantize_per_channel_default" [label="(3, 3)", style=solid]; +"7 dequantize_per_channel_default" -> "8 linear_1" [label="(3, 3)", style=solid]; +"8 linear_1" -> "9 add" [label="(1, 3, 3, 3)", style=solid]; +"9 add" -> "10 output" [label="(1, 3, 3, 3)", style=solid]; +} diff --git a/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_pt.dot b/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_pt.dot new file mode 100644 index 00000000000..91c418afe62 --- /dev/null +++ b/tests/torch/data/reference_graphs/fx/transformed/folded_model_with_constraints_pt.dot @@ -0,0 +1,19 @@ +strict digraph { +"0 arg0_1" [id=0, type=input]; +"1 _frozen_param0" [id=1, type=get_attr]; +"2 _param_constant3" [id=2, type=get_attr]; +"3 _param_constant4" [id=3, type=get_attr]; +"4 quantize_per_tensor_default" [id=4, type=quantize_per_tensor]; +"5 dequantize_per_tensor_default" [id=5, type=dequantize_per_tensor]; +"6 linear_1" [id=6, type=linear]; +"7 add" [id=7, type=add]; +"8 output" [id=8, type=output]; +"0 arg0_1" -> "6 linear_1" [label="(1, 3, 3, 3)", style=solid]; +"1 _frozen_param0" -> "7 add" [label="(3, 3)", style=solid]; +"2 _param_constant3" -> "4 quantize_per_tensor_default" [label="(3, 3)", style=solid]; +"3 _param_constant4" -> "6 linear_1" [label="(3,)", style=solid]; +"4 quantize_per_tensor_default" -> "5 dequantize_per_tensor_default" [label="(3, 3)", style=solid]; +"5 dequantize_per_tensor_default" -> "6 linear_1" [label="(3, 3)", style=solid]; +"6 linear_1" -> "7 add" [label="(1, 3, 3, 3)", style=solid]; +"7 add" -> "8 output" [label="(1, 3, 3, 3)", style=solid]; +} diff --git a/tests/torch/fx/test_model_transformer.py b/tests/torch/fx/test_model_transformer.py index d1ea94a3e3e..60edd31d6af 100644 --- a/tests/torch/fx/test_model_transformer.py +++ b/tests/torch/fx/test_model_transformer.py @@ -9,6 +9,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +from copy import deepcopy from dataclasses import dataclass from pathlib import Path from typing import Any, Tuple @@ -29,12 +30,15 @@ from nncf.common.graph.transformations.commands import TargetType from nncf.common.graph.transformations.layout import TransformationLayout from nncf.common.quantization.structs import QuantizationScheme as QuantizationMode +from nncf.experimental.torch.fx.constant_folding import constant_fold from nncf.experimental.torch.fx.model_transformer import FXModelTransformer from nncf.experimental.torch.fx.nncf_graph_builder import GraphConverter from nncf.experimental.torch.fx.node_utils import get_graph_node_by_name from nncf.experimental.torch.fx.node_utils import get_tensor_constant_from_node from nncf.experimental.torch.fx.transformations import _set_new_node_meta +from nncf.experimental.torch.fx.transformations import compress_post_quantize_transformation from nncf.experimental.torch.fx.transformations import constant_update_transformation_builder +from nncf.experimental.torch.fx.transformations import fold_constant_except_qdq from nncf.experimental.torch.fx.transformations import leaf_module_insertion_transformation_builder from nncf.experimental.torch.fx.transformations import module_insertion_transformation_builder from nncf.experimental.torch.fx.transformations import node_removal_transformation_builder @@ -45,8 +49,8 @@ from nncf.torch.graph.operator_metatypes import CONST_NOOP_METATYPES from nncf.torch.graph.transformations.commands import PTModelExtractionCommand from nncf.torch.graph.transformations.commands import PTTargetPoint -from tests.torch.fx.test_sanity import count_q_dq from tests.torch.test_compressed_graph import check_graph +from tests.torch.test_models.synthetic import ConstantFoldingTestModel from tests.torch.test_models.synthetic import ConvolutionWithAllConstantInputsModel from tests.torch.test_models.synthetic import ConvolutionWithNotTensorBiasModel from tests.torch.test_models.synthetic import ConvolutionWithSeveralOutputs @@ -472,56 +476,90 @@ def get_shared_constant_nodes(nncf_graph: NNCFGraph): return shared_const_node_consumer_node -def insert_qdq_add_nodes(model: torch.fx.GraphModule): - const_node = get_graph_node_by_name(model.graph, "_param_constant0") - quantize_op = torch.ops.quantized_decomposed.quantize_per_channel.default - dequantize_op = torch.ops.quantized_decomposed.dequantize_per_channel.default - add_op = torch.add - conv_node = get_graph_node_by_name(model.graph, "conv2d") - with model.graph.inserting_before(conv_node): - scale_node = create_getattr_from_value( - model, - model.graph, - "scale_node", - torch.ones( - [ - 3, - ] - ), - ) - zp_node = create_getattr_from_value( - model, - model.graph, - "weight_node", - torch.ones( - [ - 3, - ] - ), - ) +def insert_qdq_nodes( + model: torch.fx.GraphModule, + correct_pattern: bool, + per_channel: bool, + node_name: str = "conv2d", + w_const_node_name: str = "_param_constant0", +): + const_node = get_graph_node_by_name(model.graph, w_const_node_name) + if per_channel: + quantize_op = torch.ops.quantized_decomposed.quantize_per_channel.default + dequantize_op = torch.ops.quantized_decomposed.dequantize_per_channel.default + else: + quantize_op = torch.ops.quantized_decomposed.quantize_per_tensor.default + dequantize_op = torch.ops.quantized_decomposed.dequantize_per_tensor.default + + conv_node = get_graph_node_by_name(model.graph, node_name) + if per_channel: + with model.graph.inserting_before(conv_node): + scale_node = create_getattr_from_value( + model, + model.graph, + "scale_node", + torch.ones( + [ + 3, + ] + ), + ) + zp_node = create_getattr_from_value( + model, + model.graph, + "weight_node", + torch.ones( + [ + 3, + ] + ), + ) qdq_args = (scale_node, zp_node, 0, -128, 127, torch.int8) + else: + qdq_args = (1.0, 1, -128, 127, torch.int8) + with model.graph.inserting_before(conv_node): q_node = model.graph.create_node("call_function", quantize_op, (const_node,) + qdq_args, {}) - add_node = model.graph.create_node("call_function", add_op, (q_node, 0), {}) - dq_node = model.graph.create_node("call_function", dequantize_op, (add_node,) + qdq_args, {}) - _set_new_node_meta(q_node, (const_node,) + qdq_args, quantize_op, model) - _set_new_node_meta(add_node, (q_node, 0), add_op, model) - _set_new_node_meta(dq_node, (add_node,) + qdq_args, dequantize_op, model) + if not correct_pattern: + add_op = torch.ops.aten.add.Tensor + add_node = model.graph.create_node("call_function", add_op, (q_node, 0), {}) + dq_node = model.graph.create_node("call_function", dequantize_op, (add_node,) + qdq_args, {}) + _set_new_node_meta(q_node, (const_node,) + qdq_args, quantize_op, model) + _set_new_node_meta(add_node, (q_node, 0), add_op, model) + _set_new_node_meta(dq_node, (add_node,) + qdq_args, dequantize_op, model) + else: + dq_node = model.graph.create_node("call_function", dequantize_op, (q_node,) + qdq_args, {}) + _set_new_node_meta(q_node, (const_node,) + qdq_args, quantize_op, model) + _set_new_node_meta(dq_node, (q_node,) + qdq_args, dequantize_op, model) conv_node.replace_input_with(const_node, dq_node) + model.graph.eliminate_dead_code() + model.recompile() -def test_different_qdq_pattern(): +def test_compress_post_quantize_transformation(is_per_channel: bool): model = MultiBranchesConnectedModel() ex_input = torch.ones(1, 3, 224, 224) - captured_model = _capture_model(model, ex_input) - quantized_before_insertion = nncf.quantize(captured_model, nncf.Dataset([ex_input])) - q_before, dq_before = count_q_dq(quantized_before_insertion) - insert_qdq_add_nodes(captured_model) - quantized_after_insertion = nncf.quantize(captured_model, nncf.Dataset([ex_input])) - q_after, dq_after = count_q_dq(quantized_after_insertion) - assert q_before == 5 - assert dq_before == 6 - assert q_after == 6 - assert dq_after == 7 + + model_with_correct_pattern = _capture_model(model, ex_input) + insert_qdq_nodes(model_with_correct_pattern, correct_pattern=True, per_channel=is_per_channel) + compress_post_quantize_transformation(model_with_correct_pattern) + graph_name = f"compress_post_quantize_{'ph' if is_per_channel else 'pt'}_valid.dot" + check_graph( + NNCFGraphFactory.create(model_with_correct_pattern), + graph_name, + TRANSFORMED_GRAPH_DIR_NAME, + extended=True, + ) + + model_with_incorrect_pattern = _capture_model(model, ex_input) + insert_qdq_nodes(model_with_incorrect_pattern, correct_pattern=False, per_channel=is_per_channel) + compress_post_quantize_transformation(model_with_incorrect_pattern) + graph_name = f"compress_post_quantize_{'ph' if is_per_channel else 'pt'}_invalid.dot" + check_graph( + NNCFGraphFactory.create(model_with_incorrect_pattern), + graph_name, + TRANSFORMED_GRAPH_DIR_NAME, + extended=True, + ) def test_update_shared_constant(): @@ -544,3 +582,33 @@ def test_update_shared_constant(): fx_node_to_check_const_value = get_tensor_constant_from_node(fx_node_to_check_const, captured_model) assert fx_node_to_check_const_value == torch.tensor([100]) + + +def test_constant_folding(): + model = ConstantFoldingTestModel() + captured_model = _capture_model(model, torch.ones(model.INPUT_SIZE)) + folded_model = deepcopy(captured_model) + constant_fold(folded_model) + ex_input = torch.ones(model.INPUT_SIZE) + assert torch.allclose(captured_model(ex_input), folded_model(ex_input)) + + nncf_graph = GraphConverter.create_nncf_graph(folded_model) + check_graph(nncf_graph, "folded_model.dot", TRANSFORMED_GRAPH_DIR_NAME, extended=True) + + +def test_constant_folding_with_constraints(is_per_channel): + model = ConstantFoldingTestModel() + model_with_correct_pattern = _capture_model(model, torch.ones(model.INPUT_SIZE)) + + insert_qdq_nodes( + model_with_correct_pattern, + correct_pattern=True, + per_channel=is_per_channel, + node_name="linear_1", + w_const_node_name="_param_constant3", + ) + fold_constant_except_qdq(model_with_correct_pattern) + + nncf_graph = GraphConverter.create_nncf_graph(model_with_correct_pattern) + dot_file_name = f"folded_model_with_constraints_{'ph' if is_per_channel else 'pt'}.dot" + check_graph(nncf_graph, dot_file_name, TRANSFORMED_GRAPH_DIR_NAME, extended=True) diff --git a/tests/torch/fx/test_models.py b/tests/torch/fx/test_models.py index c9cab6c6c6f..e0554af6719 100644 --- a/tests/torch/fx/test_models.py +++ b/tests/torch/fx/test_models.py @@ -162,7 +162,7 @@ def test_model(test_case: ModelCase): torchvision_model_case("swin_v2_s", (1, 3, 224, 224)), {"model_type": nncf.ModelType.TRANSFORMER}, [ - (298, 298), + (250, 250), (149, 149), ], ), diff --git a/tests/torch/test_models/synthetic.py b/tests/torch/test_models/synthetic.py index a92f6cb768a..55cce876da0 100644 --- a/tests/torch/test_models/synthetic.py +++ b/tests/torch/test_models/synthetic.py @@ -582,3 +582,23 @@ def forward(self, x): x = self.relu(self.conv2(x)) x = self.bn2(x) return x + + +class ConstantFoldingTestModel(nn.Module): + INPUT_SIZE = (1, 3, 3, 3) + + def __init__(self): + super().__init__() + self.linear_act = nn.Linear(3, 3) + self.linear_act.weight.data = 2 * torch.ones((3, 3)) + + self.linear_w = nn.Linear(3, 3) + self.linear_w.weight.data = 3 * torch.ones((3, 3)) + + self.param = nn.Parameter(4 * torch.ones((3, 3))) + + def forward(self, x): + y = self.linear_w(self.param) + y += 10 + x = self.linear_act(x) + return x + y